diff --git a/.circleci/config.yml b/.circleci/config.yml
index 55fa9410845..dfc539fb80e 100644
--- a/.circleci/config.yml
+++ b/.circleci/config.yml
@@ -112,10 +112,10 @@ commands:
             node --version
             npm --version
   install_rust:
-    description: "Install pinned rustup (1.28.2) and Rust toolchain (1.97.1) with checksum verification. Adds ~/.cargo/bin to PATH. Run this before any `uv sync` or `uv build` of the workspace: the root package builds litellm-rust through maturin, and on an image without cargo maturin fetches an unpinned rustup and a floating toolchain by itself."
+    description: "Install pinned rustup (1.28.2) and Rust toolchain (1.98.0) with checksum verification. Adds ~/.cargo/bin to PATH. Run this before any `uv sync` or `uv build` of the workspace: the root package builds litellm-rust through maturin, and on an image without cargo maturin fetches an unpinned rustup and a floating toolchain by itself."
     steps:
       - run:
-          name: Install Rust (rustup 1.28.2, toolchain 1.97.1)
+          name: Install Rust (rustup 1.28.2, toolchain 1.98.0)
           command: |
             case "$(uname -m)" in
               x86_64)
@@ -135,7 +135,7 @@ commands:
               "https://static.rust-lang.org/rustup/archive/1.28.2/${RUSTUP_TRIPLE}/rustup-init"
             echo "${RUSTUP_SHA256}  /tmp/rustup-init" | sha256sum -c -
             chmod +x /tmp/rustup-init
-            /tmp/rustup-init -y --no-modify-path --profile minimal --default-toolchain 1.97.1
+            /tmp/rustup-init -y --no-modify-path --profile minimal --default-toolchain 1.98.0
             rm -f /tmp/rustup-init
             echo 'export PATH="$HOME/.cargo/bin:$PATH"' >> "$BASH_ENV"
             export PATH="$HOME/.cargo/bin:$PATH"
@@ -300,7 +300,7 @@ jobs:
             if ($rustupActual -ne $rustupExpected) {
               throw "rustup installer hash mismatch: expected $rustupExpected got $rustupActual"
             }
-            & $rustupInit -y --profile minimal --default-toolchain stable
+            & $rustupInit -y --profile minimal --default-toolchain 1.98.0
             if ($LASTEXITCODE -ne 0) {
               exit $LASTEXITCODE
             }
diff --git a/.github/ci-coverage-allowlist.yml b/.github/ci-coverage-allowlist.yml
index f7a785b3b80..32232de381c 100644
--- a/.github/ci-coverage-allowlist.yml
+++ b/.github/ci-coverage-allowlist.yml
@@ -4,6 +4,11 @@ description: >-
   by a job nor listed here, so every entry below is a decision on the record.
 
 test_paths:
+  - reason: >-
+      The Rust/Python parity harness is run manually through its local CLI. Recorded replay,
+      fixture generation, and harness checks are intentionally outside pull request CI
+    paths:
+      - tests/rust-python-harness
   - reason: >-
       What is left of the caching suite in tests/local_testing that runs nowhere. Every job that
       globs that directory either deselects it (local_testing_part1 and part2 carry `-k "... and
diff --git a/.github/scripts/smoke_test_native_wheel.py b/.github/scripts/smoke_test_native_wheel.py
new file mode 100644
index 00000000000..577bb32fcf0
--- /dev/null
+++ b/.github/scripts/smoke_test_native_wheel.py
@@ -0,0 +1,68 @@
+from __future__ import annotations
+
+import subprocess
+import sys
+import tempfile
+import zipfile
+from pathlib import Path
+from typing import Final
+
+CHILD_SCRIPT: Final = """
+from importlib.util import module_from_spec, spec_from_file_location
+from pathlib import Path
+import sys
+
+native_path = Path(sys.argv[1])
+spec = spec_from_file_location("litellm.rust_bridge._native", native_path)
+if spec is None or spec.loader is None:
+    raise RuntimeError("cannot create native extension import specification")
+module = module_from_spec(spec)
+spec.loader.exec_module(module)
+
+before = module.gil_stats()
+if not isinstance(before.get("releases"), int):
+    raise AssertionError(f"unexpected gil_stats result: {before!r}")
+
+try:
+    module._panic_for_test()
+except BaseException as error:
+    if type(error).__name__ != "PanicException":
+        raise AssertionError(f"expected PanicException, got {type(error).__name__}") from error
+else:
+    raise AssertionError("Rust panic returned without raising")
+
+after = module.gil_stats()
+if not isinstance(after.get("releases"), int):
+    raise AssertionError(f"native module unusable after panic: {after!r}")
+"""
+
+
+def main() -> int:
+    if len(sys.argv) != 2:
+        sys.stderr.write(f"usage: {Path(sys.argv[0]).name} WHEEL\n")
+        return 2
+
+    wheel: Final = Path(sys.argv[1])
+    with tempfile.TemporaryDirectory() as temporary_directory, zipfile.ZipFile(wheel) as archive:
+        native_members: Final = tuple(
+            member
+            for member in archive.infolist()
+            if member.filename.startswith("litellm/rust_bridge/_native.") and member.filename.endswith(".so")
+        )
+        if len(native_members) != 1:
+            sys.stderr.write(f"expected one native extension, found {len(native_members)}\n")
+            return 1
+
+        native_path: Final = Path(temporary_directory) / Path(native_members[0].filename).name
+        native_path.write_bytes(archive.read(native_members[0]))
+        result: Final = subprocess.run((sys.executable, "-c", CHILD_SCRIPT, str(native_path)), check=False)
+
+    if result.returncode != 0:
+        sys.stderr.write(f"native wheel smoke test exited with status {result.returncode}\n")
+        return 1
+
+    return 0
+
+
+if __name__ == "__main__":
+    sys.exit(main())
diff --git a/.github/scripts/verify_linux_native_wheel.py b/.github/scripts/verify_linux_native_wheel.py
new file mode 100644
index 00000000000..899e2a211c0
--- /dev/null
+++ b/.github/scripts/verify_linux_native_wheel.py
@@ -0,0 +1,282 @@
+from __future__ import annotations
+
+import importlib.util
+import os
+import re
+import subprocess
+import sys
+import zipfile
+from collections.abc import Callable, Mapping, Sequence
+from itertools import product
+from pathlib import Path, PurePosixPath
+from types import MappingProxyType, ModuleType
+from typing import Final, Protocol
+
+EXPECTED_PYTHON_TAG: Final = "cp310"
+EXPECTED_ABI_TAG: Final = "abi3"
+EXPECTED_PLATFORM_TAG: Final = "linux_x86_64"
+
+
+class CommandRunner(Protocol):
+    def __call__(
+        self,
+        command: tuple[str, ...],
+        *,
+        check: bool,
+        capture_output: bool,
+        text: bool,
+    ) -> subprocess.CompletedProcess[str]: ...
+
+
+def _run_command(
+    command: tuple[str, ...],
+    *,
+    check: bool,
+    capture_output: bool,
+    text: bool,
+) -> subprocess.CompletedProcess[str]:
+    return subprocess.run(command, check=check, capture_output=capture_output, text=text)
+
+
+def _dist_info_directory(member: zipfile.ZipInfo) -> str | None:
+    parts: Final = PurePosixPath(member.filename).parts
+    if not parts or not parts[0].endswith(".dist-info"):
+        return None
+    return parts[0]
+
+
+def _wheel_metadata_tags(archive: zipfile.ZipFile, members: tuple[zipfile.ZipInfo, ...]) -> tuple[str, ...]:
+    if len(members) != 1:
+        return ()
+    lines: Final = archive.read(members[0]).splitlines()
+    return tuple(line.removeprefix(b"Tag:").strip().decode("ascii") for line in lines if line.startswith(b"Tag:"))
+
+
+def _load_native_module(native_path: Path) -> ModuleType | None:
+    module_spec: Final = importlib.util.spec_from_file_location("litellm.rust_bridge._native", native_path)
+    if module_spec is None or module_spec.loader is None:
+        return None
+    try:
+        native_module: Final = importlib.util.module_from_spec(module_spec)
+        module_spec.loader.exec_module(native_module)
+    except Exception as error:  # noqa: BLE001  # native module initialization can raise arbitrary exceptions
+        sys.stderr.write(f"native module load failed: {error}\n")
+        return None
+    return native_module
+
+
+def main(
+    argv: Sequence[str] | None = None,
+    environment: Mapping[str, str] | None = None,
+    load_native_module: Callable[[Path], ModuleType | None] = _load_native_module,
+    run_command: CommandRunner = _run_command,
+) -> int:
+    arguments: Final = tuple(sys.argv if argv is None else argv)
+    resolved_environment: Final = os.environ if environment is None else environment
+    if len(arguments) != 2:
+        sys.stderr.write(f"usage: {Path(arguments[0]).name} WHEEL\n")
+        return 2
+
+    wheel: Final = Path(arguments[1])
+    wheel_tags: Final = wheel.stem.rsplit("-", maxsplit=3)
+    if len(wheel_tags) != 4:
+        sys.stderr.write(f"cannot parse wheel tags from {wheel.name}\n")
+        return 1
+
+    wheel_identity: Final = wheel_tags[0].split("-")
+    if len(wheel_identity) != 2 or wheel_identity[0] != "litellm" or not wheel_identity[1]:
+        sys.stderr.write(f"unexpected wheel identity: {wheel_tags[0]}\n")
+        return 1
+
+    expected_dist_info_directory: Final = f"{wheel_tags[0]}.dist-info"
+    expected_dist_info_directories: Final = frozenset((expected_dist_info_directory,))
+    python_tag: Final = wheel_tags[1]
+    abi_tag: Final = wheel_tags[2]
+    platform_tag: Final = wheel_tags[3]
+    expanded_filename_tags: Final = frozenset(
+        "-".join(tag) for tag in product(python_tag.split("."), abi_tag.split("."), platform_tag.split("."))
+    )
+
+    with zipfile.ZipFile(wheel) as archive:
+        wheel_members: Final = archive.infolist()
+        dist_info_directories: Final = frozenset(
+            directory for member in wheel_members if (directory := _dist_info_directory(member)) is not None
+        )
+        required_dist_info_files: Final = ("METADATA", "RECORD", "WHEEL")
+        dist_info_file_counts: Final = MappingProxyType(
+            {
+                filename: sum(
+                    member.filename == f"{expected_dist_info_directory}/{filename}" for member in wheel_members
+                )
+                for filename in required_dist_info_files
+            }
+        )
+        wheel_metadata_members: Final = tuple(
+            member for member in wheel_members if member.filename == f"{expected_dist_info_directory}/WHEEL"
+        )
+        wheel_metadata_tags: Final = _wheel_metadata_tags(archive, wheel_metadata_members)
+        native_members: Final = tuple(
+            member
+            for member in wheel_members
+            if member.filename.startswith("litellm/rust_bridge/_native.") and member.filename.endswith(".so")
+        )
+        if len(native_members) != 1:
+            sys.stderr.write(f"expected one native extension, found {len(native_members)}\n")
+            return 1
+
+        unexpected_members: Final = tuple(
+            member.filename
+            for member in wheel_members
+            if member.filename.endswith((".pdb", ".dwp", ".rlib", ".rmeta", "Cargo.toml", "Cargo.lock"))
+            or any(part.endswith(".dSYM") for part in PurePosixPath(member.filename).parts)
+        )
+        native_member: Final = native_members[0]
+        uncompressed_wheel_size: Final = sum(member.file_size for member in wheel_members)
+        native_path: Final = wheel.parent / "native" / Path(native_member.filename).name
+        native_path.parent.mkdir(parents=True, exist_ok=True)
+        native_path.write_bytes(archive.read(native_member))
+
+    wheel_metadata_tags_match: Final = (
+        len(wheel_metadata_tags) == len(expanded_filename_tags)
+        and frozenset(wheel_metadata_tags) == expanded_filename_tags
+    )
+    commit_sha: Final = resolved_environment.get(
+        "RELEASE_WHEEL_COMMIT_SHA", resolved_environment.get("GITHUB_SHA", "unknown")
+    )
+    rustc_version: Final = run_command(
+        ("rustc", "--version"),
+        check=True,
+        capture_output=True,
+        text=True,
+    ).stdout.strip()
+    pyproject: Final = (Path(__file__).parents[2] / "pyproject.toml").read_text()
+    maturin_match: Final = re.search(r'"maturin==([^";]+)', pyproject)
+    if maturin_match is None:
+        sys.stderr.write("build-system does not pin an exact Maturin version\n")
+        return 1
+
+    maturin_version: Final = maturin_match.group(1)
+    native_percentage: Final = native_member.file_size / uncompressed_wheel_size * 100
+    size_report: Final = "\n".join(
+        (
+            "## Native wheel build report",
+            "",
+            "| Build | Value |",
+            "| --- | --- |",
+            f"| Commit | `{commit_sha}` |",
+            f"| Platform | `{platform_tag}` |",
+            f"| Python ABI | `{python_tag}-{abi_tag}` |",
+            f"| Rust compiler | `{rustc_version}` |",
+            f"| Maturin | `{maturin_version}` |",
+            "| Cargo profile | `release` |",
+            "",
+            "| Artifact | Size |",
+            "| --- | ---: |",
+            f"| Compressed wheel | {wheel.stat().st_size / 1_000_000:.2f} MB |",
+            f"| Uncompressed wheel | {uncompressed_wheel_size / 1_000_000:.2f} MB |",
+            f"| Native extension | {native_member.file_size / 1_000_000:.2f} MB |",
+            f"| Native share | {native_percentage:.2f}% |",
+            "",
+        )
+    )
+    summary_path: Final = resolved_environment.get("GITHUB_STEP_SUMMARY")
+    if summary_path is None:
+        sys.stdout.write(size_report)
+    else:
+        Path(summary_path).write_text(size_report)
+
+    sections: Final = run_command(
+        ("readelf", "--sections", "--wide", str(native_path)),
+        check=True,
+        capture_output=True,
+        text=True,
+    ).stdout
+    debug_sections: Final = tuple(section for section in (".debug_", ".zdebug_") if section in sections)
+    debug_sections_absent: Final = not debug_sections
+    static_symbol_table_absent: Final = ".symtab" not in sections
+
+    dynamic_symbols: Final = run_command(
+        ("readelf", "--dyn-syms", "--wide", str(native_path)),
+        check=True,
+        capture_output=True,
+        text=True,
+    ).stdout
+    extension_entry_point_present: Final = "PyInit__native" in dynamic_symbols
+    native_module: Final = load_native_module(native_path)
+    native_module_loads: Final = native_module is not None
+    panic_test_hook_absent: Final = native_module is not None and not hasattr(native_module, "_panic_for_test")
+    native_size_limit: Final = 20_000_000
+    native_size_within_limit: Final = native_member.file_size <= native_size_limit
+    validations: Final = (
+        (f"Python tag is {EXPECTED_PYTHON_TAG}", python_tag == EXPECTED_PYTHON_TAG),
+        (f"ABI tag is {EXPECTED_ABI_TAG}", abi_tag == EXPECTED_ABI_TAG),
+        (f"Platform tag is {EXPECTED_PLATFORM_TAG}", platform_tag == EXPECTED_PLATFORM_TAG),
+        ("Wheel dist-info directory matches the filename", dist_info_directories == expected_dist_info_directories),
+        (
+            "Required dist-info files are present exactly once",
+            all(count == 1 for count in dist_info_file_counts.values()),
+        ),
+        ("Wheel metadata tags match the filename", wheel_metadata_tags_match),
+        ("Debug sections are absent", debug_sections_absent),
+        ("Static symbol table is absent", static_symbol_table_absent),
+        ("Python extension entry point is present", extension_entry_point_present),
+        ("Native module loads", native_module_loads),
+        ("Production module omits the panic test hook", panic_test_hook_absent),
+        ("Native extension does not exceed 20 MB", native_size_within_limit),
+        ("Wheel contents are valid", not unexpected_members),
+    )
+
+    verified_report: Final = size_report + "\n".join(
+        ("", "| Validation | Expected | Result |", "| --- | --- | :---: |")
+        + tuple(f"| {label} | Yes | {'O' if passed else 'X'} |" for label, passed in validations)
+        + ("",)
+    )
+    if summary_path is not None:
+        Path(summary_path).write_text(verified_report)
+
+    invalid_dist_info_files: Final = any(count != 1 for count in dist_info_file_counts.values())
+    validation_errors: Final = tuple(
+        message
+        for failed, message in (
+            (bool(debug_sections), f"{native_member.filename} contains debug sections: {', '.join(debug_sections)}"),
+            (not static_symbol_table_absent, f"{native_member.filename} contains a static symbol table"),
+            (not extension_entry_point_present, "native extension does not export PyInit__native"),
+            (
+                python_tag != EXPECTED_PYTHON_TAG,
+                f"unexpected Python tag: expected {EXPECTED_PYTHON_TAG}, found {python_tag}",
+            ),
+            (abi_tag != EXPECTED_ABI_TAG, f"unexpected ABI tag: expected {EXPECTED_ABI_TAG}, found {abi_tag}"),
+            (
+                platform_tag != EXPECTED_PLATFORM_TAG,
+                f"unexpected platform tag: expected {EXPECTED_PLATFORM_TAG}, found {platform_tag}",
+            ),
+            (
+                dist_info_directories != expected_dist_info_directories,
+                f"unexpected dist-info directories: expected {expected_dist_info_directory}, "
+                f"found {', '.join(sorted(dist_info_directories))}",
+            ),
+            (invalid_dist_info_files, f"required dist-info file counts are invalid: {dist_info_file_counts}"),
+            (
+                not invalid_dist_info_files and not wheel_metadata_tags_match,
+                f"WHEEL tags do not match filename: expected {', '.join(sorted(expanded_filename_tags))}, "
+                f"found {', '.join(sorted(wheel_metadata_tags))}",
+            ),
+            (
+                native_module is not None and not panic_test_hook_absent,
+                "production native module exposes _panic_for_test",
+            ),
+            (
+                not native_size_within_limit,
+                f"native extension exceeds 20 MB: {native_member.file_size / 1_000_000:.2f} MB",
+            ),
+            (bool(unexpected_members), f"wheel contains unexpected build artifacts: {', '.join(unexpected_members)}"),
+        )
+        if failed
+    )
+    sys.stderr.write("".join(f"{message}\n" for message in validation_errors))
+
+    return 0 if all(passed for _, passed in validations) else 1
+
+
+if __name__ == "__main__":
+    sys.exit(main())
diff --git a/.github/workflows/image-scan.yml b/.github/workflows/image-scan.yml
index bb04563c1a8..206bb809e0c 100644
--- a/.github/workflows/image-scan.yml
+++ b/.github/workflows/image-scan.yml
@@ -80,7 +80,7 @@ jobs:
           LITELLM_IMAGE: litellm-image-scan:${{ github.sha }}
         run: |
           python -m pip install "pytest==9.0.3"
-          python -m pytest tests/proxy_migration_tests/test_offline_image_migration.py -v
+          python -m pytest tests/proxy_migration_tests/test_offline_image_migration.py tests/proxy_migration_tests/test_image_bedrock_realtime_extra.py -v
 
       # Scans the whole shipped artifact: OS/apk plus every language package
       # baked into the image, including ones no lockfile declares (e.g. prisma's
@@ -124,7 +124,7 @@ jobs:
           LITELLM_IMAGE: litellm-runtime-scan:${{ github.sha }}
         run: |
           python -m pip install "pytest==9.0.3"
-          python -m pytest tests/proxy_migration_tests/test_offline_image_migration.py -v
+          python -m pytest tests/proxy_migration_tests/test_offline_image_migration.py tests/proxy_migration_tests/test_image_bedrock_realtime_extra.py -v
 
   migrations-image:
     name: migrations-image
@@ -185,7 +185,7 @@ jobs:
           LITELLM_COMPONENT_PORT: "4000"
         run: |
           python -m pip install "pytest==9.0.3"
-          python -m pytest tests/proxy_migration_tests/test_component_image_serves_offline.py -v
+          python -m pytest tests/proxy_migration_tests/test_component_image_serves_offline.py tests/proxy_migration_tests/test_image_bedrock_realtime_extra.py -v
 
   ui-image:
     name: ui-image
diff --git a/.github/workflows/report-rust-release-wheel.yml b/.github/workflows/report-rust-release-wheel.yml
new file mode 100644
index 00000000000..1d93b56f77f
--- /dev/null
+++ b/.github/workflows/report-rust-release-wheel.yml
@@ -0,0 +1,130 @@
+name: Report LiteLLM Rust release wheel
+
+on: # zizmor: ignore[dangerous-triggers] reporter executes no PR code and consumes no PR artifacts or outputs
+  workflow_run:
+    workflows:
+      - LiteLLM Rust
+    types:
+      - completed
+
+permissions: {}
+
+concurrency:
+  group: ${{ github.workflow }}-${{ github.event.workflow_run.pull_requests[0].number || github.event.workflow_run.id }}
+  cancel-in-progress: false
+
+jobs:
+  report-release-wheel:
+    name: report release wheel
+    if: >-
+      github.event.workflow_run.event == 'pull_request' &&
+      github.event.workflow_run.path == '.github/workflows/test-rust.yml' &&
+      github.event.workflow_run.head_repository.full_name == github.repository &&
+      github.event.workflow_run.pull_requests[0].number != null
+    runs-on: ubuntu-latest
+    timeout-minutes: 5
+    permissions:
+      issues: write # PR comments use the issues API
+      pull-requests: read # Current-head validation rejects stale workflow runs
+
+    steps:
+      - name: Link release wheel report on PR
+        uses: actions/github-script@f28e40c7f34bde8b3046d885e986cb6290c5673b # v7.1.0
+        env:
+          COMMENT_MARKER: "<!-- litellm-release-wheel-size -->"
+        with:
+          script: |
+            const marker = process.env.COMMENT_MARKER;
+            const workflowRun = context.payload.workflow_run;
+            const allowedConclusions = new Set([
+              "action_required",
+              "cancelled",
+              "failure",
+              "neutral",
+              "skipped",
+              "stale",
+              "startup_failure",
+              "success",
+              "timed_out",
+            ]);
+            if (
+              !allowedConclusions.has(workflowRun.conclusion) ||
+              workflowRun.event !== "pull_request" ||
+              workflowRun.path !== ".github/workflows/test-rust.yml" ||
+              workflowRun.head_repository?.full_name !==
+                `${context.repo.owner}/${context.repo.repo}` ||
+              workflowRun.pull_requests?.length !== 1
+            ) {
+              throw new Error("unexpected source workflow");
+            }
+            const pullRequest = workflowRun.pull_requests[0];
+            const pullRequestNumber = pullRequest.number;
+            const headSha = workflowRun.head_sha;
+            const runId = workflowRun.id;
+            if (
+              !Number.isSafeInteger(pullRequestNumber) ||
+              pullRequestNumber <= 0 ||
+              !Number.isSafeInteger(runId) ||
+              runId <= 0 ||
+              !/^[0-9a-f]{40}$/.test(headSha) ||
+              pullRequest.head?.sha !== headSha
+            ) {
+              throw new Error("invalid source workflow metadata");
+            }
+            const runUrl =
+              `${context.serverUrl}/${context.repo.owner}/${context.repo.repo}` +
+              `/actions/runs/${runId}`;
+            const result =
+              workflowRun.conclusion === "success"
+                ? "successfully"
+                : `with \`${workflowRun.conclusion}\``;
+            const body = [
+              marker,
+              "## LiteLLM Rust workflow",
+              "",
+              `Workflow completed ${result} for \`${headSha}\``,
+              "",
+              `[View workflow run](${runUrl})`,
+            ].join("\n");
+            const comments = await github.paginate(github.rest.issues.listComments, {
+              owner: context.repo.owner,
+              repo: context.repo.repo,
+              issue_number: pullRequestNumber,
+              per_page: 100,
+            });
+            const existing = comments.find(
+              (comment) =>
+                comment.user?.login === "github-actions[bot]" &&
+                comment.body?.startsWith(marker),
+            );
+            const currentPullRequest = (
+              await github.rest.pulls.get({
+                owner: context.repo.owner,
+                repo: context.repo.repo,
+                pull_number: pullRequestNumber,
+              })
+            ).data;
+            if (
+              currentPullRequest.state !== "open" ||
+              currentPullRequest.head.repo?.full_name !==
+                `${context.repo.owner}/${context.repo.repo}` ||
+              currentPullRequest.head.sha !== headSha
+            ) {
+              core.info("source workflow no longer matches the current pull request head");
+              return;
+            }
+            if (existing) {
+              await github.rest.issues.updateComment({
+                owner: context.repo.owner,
+                repo: context.repo.repo,
+                comment_id: existing.id,
+                body,
+              });
+            } else {
+              await github.rest.issues.createComment({
+                owner: context.repo.owner,
+                repo: context.repo.repo,
+                issue_number: pullRequestNumber,
+                body,
+              });
+            }
diff --git a/.github/workflows/test-code-quality.yml b/.github/workflows/test-code-quality.yml
index c112bf2bb22..d02f5878396 100644
--- a/.github/workflows/test-code-quality.yml
+++ b/.github/workflows/test-code-quality.yml
@@ -128,6 +128,9 @@ jobs:
       - name: check_fastuuid_usage
         run: uv run --no-sync python ./tests/code_coverage_tests/check_fastuuid_usage.py
 
+      - name: check_py310_typing_imports
+        run: uv run --no-sync python ./tests/code_coverage_tests/check_py310_typing_imports.py
+
       - name: check_e2e_no_raw_requests
         run: uv run --no-sync python ./tests/code_coverage_tests/check_e2e_no_raw_requests.py
 
@@ -145,3 +148,33 @@ jobs:
 
       - name: documentation_test_api_docs
         run: uv run --no-sync python ./tests/documentation_tests/test_api_docs.py
+
+  python-310-import-smoke:
+    runs-on: ubuntu-latest
+    timeout-minutes: 15
+
+    steps:
+      - uses: actions/checkout@08eba0b27e820071cde6df949e0beb9ba4906955 # v4.3.0
+        with:
+          persist-credentials: false
+
+      - name: Set up Python
+        uses: actions/setup-python@a26af69be951a213d495a4c3e4e4022e16d87065 # v5.6.0
+        with:
+          python-version: "3.10"
+
+      - name: Set up uv
+        uses: ./.github/actions/setup-uv-with-retries
+        with:
+          version: "0.10.9"
+
+      - name: Install dependencies
+        run: uv sync --frozen --extra proxy --python 3.10
+
+      - run: uv run --no-sync python --version
+
+      - name: Import litellm
+        run: uv run --no-sync python -c "import litellm"
+
+      - name: Check litellm CLI
+        run: uv run --no-sync litellm --version
diff --git a/.github/workflows/test-rust.yml b/.github/workflows/test-rust.yml
index 21e1bcb90c6..1b71232bc2e 100644
--- a/.github/workflows/test-rust.yml
+++ b/.github/workflows/test-rust.yml
@@ -4,6 +4,12 @@ on:
   push:
     paths:
       - "litellm-rust/**"
+      - ".cargo/**"
+      - "pyproject.toml"
+      - "rust-toolchain.toml"
+      - ".github/scripts/smoke_test_native_wheel.py"
+      - ".github/scripts/verify_linux_native_wheel.py"
+      - "tests/test_litellm/rust_bridge/native_route_wheel_test.py"
       - ".github/workflows/test-rust.yml"
   pull_request:
     branches:
@@ -13,6 +19,12 @@ on:
       - "litellm_**"
     paths:
       - "litellm-rust/**"
+      - ".cargo/**"
+      - "pyproject.toml"
+      - "rust-toolchain.toml"
+      - ".github/scripts/smoke_test_native_wheel.py"
+      - ".github/scripts/verify_linux_native_wheel.py"
+      - "tests/test_litellm/rust_bridge/native_route_wheel_test.py"
       - ".github/workflows/test-rust.yml"
 
 permissions:
@@ -40,9 +52,7 @@ jobs:
           persist-credentials: false
 
       - name: Set up Rust
-        run: |
-          rustup toolchain install stable --profile minimal --component clippy,rustfmt
-          rustup default stable
+        run: rustup toolchain install
 
       - name: Cache Cargo registry and target
         uses: actions/cache@0057852bfaa89a56745cba8c7296529d2fc39830 # v4.3.0
@@ -51,7 +61,7 @@ jobs:
             ~/.cargo/registry
             ~/.cargo/git
             litellm-rust/target
-          key: ${{ runner.os }}-cargo-${{ hashFiles('litellm-rust/Cargo.lock') }}
+          key: ${{ runner.os }}-cargo-${{ hashFiles('rust-toolchain.toml', 'litellm-rust/Cargo.lock') }}
           restore-keys: |
             ${{ runner.os }}-cargo-
 
@@ -69,3 +79,50 @@ jobs:
 
       - name: Run core tests with Bedrock auth
         run: cargo test -p litellm-core --features bedrock-auth --locked
+
+  release-wheel:
+    name: release wheel
+    runs-on: ubuntu-latest
+    timeout-minutes: 20
+    permissions:
+      contents: read
+    env:
+      CARGO_TERM_COLOR: always
+
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@08eba0b27e820071cde6df949e0beb9ba4906955 # v4.3.0
+        with:
+          persist-credentials: false
+
+      - name: Set up Python
+        uses: actions/setup-python@a26af69be951a213d495a4c3e4e4022e16d87065 # v5.6.0
+        with:
+          python-version: "3.12"
+
+      - name: Set up uv
+        uses: ./.github/actions/setup-uv-with-retries
+        with:
+          version: "0.10.9"
+
+      - name: Set up Rust
+        run: rustup toolchain install
+
+      - name: Build release wheel
+        run: uv build --wheel --out-dir dist
+
+      - name: Build panic contract wheel
+        run: >-
+          uv build --wheel --out-dir panic-dist
+          --config-setting "maturin.build-args=--features panic-test,extension-module"
+
+      - name: Smoke-test native panic unwinding
+        run: python .github/scripts/smoke_test_native_wheel.py panic-dist/*.whl
+
+      - name: Verify stripped native extension
+        env:
+          RELEASE_WHEEL_COMMIT_SHA: ${{ github.event.pull_request.head.sha || github.sha }}
+        run: python .github/scripts/verify_linux_native_wheel.py dist/*.whl
+
+      - name: Test native route wheel
+        run: python tests/test_litellm/rust_bridge/native_route_wheel_test.py dist/*.whl
diff --git a/.github/workflows/test-unit.yml b/.github/workflows/test-unit.yml
index c2dff805772..6da5fc07e80 100644
--- a/.github/workflows/test-unit.yml
+++ b/.github/workflows/test-unit.yml
@@ -96,6 +96,7 @@ jobs:
           - shard: misc
             artifact-name: misc
             test-path: >-
+              tests/sdk_function_trace
               tests/test_litellm/batches
               tests/test_litellm/secret_managers
               tests/test_litellm/a2a_protocol
diff --git a/Dockerfile b/Dockerfile
index b3ee85e9ed1..0a92aa9a68c 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -66,6 +66,7 @@ RUN uv sync --frozen --no-install-project --no-install-workspace --no-default-gr
     --extra extra_proxy \
     --extra semantic-router \
     --extra saml \
+    --extra bedrock-realtime \
     --python python3.13
 
 # Copy full source tree
@@ -87,6 +88,7 @@ RUN uv sync --frozen --no-default-groups --no-editable \
     --extra extra_proxy \
     --extra semantic-router \
     --extra saml \
+    --extra bedrock-realtime \
     --python python3.13
 
 RUN HOME=/opt/prisma XDG_CACHE_HOME=/opt/prisma/.cache PRISMA_BINARY_CACHE_DIR=/opt/prisma/binaries \
@@ -101,6 +103,12 @@ FROM $LITELLM_RUNTIME_IMAGE AS runtime
 
 USER root
 
+# The base image only configures Chainguard's authenticated apk repo, which
+# requires an enterprise subscription. Add the public Wolfi repo so `apk add`
+# also works for anyone installing extra packages into a running container.
+# https://github.com/BerriAI/litellm/issues/33518
+RUN echo "https://packages.wolfi.dev/os" >> /etc/apk/repositories
+
 # node (without npm) is required by the prisma CLI at runtime
 RUN apk add --no-cache bash openssl tzdata nodejs python-3.13 libsndfile
 
diff --git a/backend/Dockerfile b/backend/Dockerfile
index aa01b9fba8b..622fedcd70d 100644
--- a/backend/Dockerfile
+++ b/backend/Dockerfile
@@ -46,6 +46,7 @@ RUN --mount=type=cache,target=/root/.cache/uv \
         --extra proxy-runtime \
         --extra extra_proxy \
         --extra semantic-router \
+        --extra saml \
         --python python3.13
 
 # Stage 2 — copy source and install the project + workspace members.
@@ -57,6 +58,7 @@ RUN --mount=type=cache,target=/root/.cache/uv \
         --extra proxy-runtime \
         --extra extra_proxy \
         --extra semantic-router \
+        --extra saml \
         --python python3.13
 
 RUN HOME=/opt/prisma XDG_CACHE_HOME=/opt/prisma/.cache PRISMA_BINARY_CACHE_DIR=/opt/prisma/binaries \
diff --git a/basedpyright-code-budget.json b/basedpyright-code-budget.json
index df52069e71f..a37cb194757 100644
--- a/basedpyright-code-budget.json
+++ b/basedpyright-code-budget.json
@@ -1,9 +1,9 @@
 {
   "reportAny": {
-    "limit": 14076
+    "limit": 14074
   },
   "reportArgumentType": {
-    "limit": 2216
+    "limit": 2215
   },
   "reportAssignmentType": {
     "limit": 319
@@ -24,7 +24,7 @@
     "limit": 19
   },
   "reportExplicitAny": {
-    "limit": 4128
+    "limit": 4124
   },
   "reportFunctionMemberAccess": {
     "limit": 7
@@ -57,7 +57,7 @@
     "limit": 5601
   },
   "reportMissingTypeArgument": {
-    "limit": 15306
+    "limit": 15287
   },
   "reportMissingTypeStubs": {
     "limit": 40
@@ -99,31 +99,31 @@
     "limit": 0
   },
   "reportUnknownArgumentType": {
-    "limit": 44364
+    "limit": 44362
   },
   "reportUnknownLambdaType": {
     "limit": 109
   },
   "reportUnknownMemberType": {
-    "limit": 38350
+    "limit": 38323
   },
   "reportUnknownParameterType": {
-    "limit": 19626
+    "limit": 19624
   },
   "reportUnknownVariableType": {
-    "limit": 29890
+    "limit": 29861
   },
   "reportUnnecessaryCast": {
     "limit": 111
   },
   "reportUnnecessaryComparison": {
-    "limit": 695
+    "limit": 687
   },
   "reportUnnecessaryContains": {
-    "limit": 5
+    "limit": 4
   },
   "reportUnnecessaryIsInstance": {
-    "limit": 826
+    "limit": 819
   },
   "reportUntypedBaseClass": {
     "limit": 0
@@ -138,7 +138,7 @@
     "limit": 138
   },
   "reportUnusedImport": {
-    "limit": 543
+    "limit": 542
   },
   "reportUnusedVariable": {
     "limit": 137
diff --git a/docker/Dockerfile.database b/docker/Dockerfile.database
index c1348f68231..e9ad2849bb2 100644
--- a/docker/Dockerfile.database
+++ b/docker/Dockerfile.database
@@ -64,6 +64,7 @@ RUN uv sync --frozen --no-install-project --no-install-workspace --no-default-gr
     --extra extra_proxy \
     --extra semantic-router \
     --extra saml \
+    --extra bedrock-realtime \
     --python python3.13
 
 # Copy full source tree
@@ -85,6 +86,7 @@ RUN uv sync --frozen --no-default-groups --no-editable \
     --extra extra_proxy \
     --extra semantic-router \
     --extra saml \
+    --extra bedrock-realtime \
     --python python3.13
 
 RUN HOME=/opt/prisma XDG_CACHE_HOME=/opt/prisma/.cache PRISMA_BINARY_CACHE_DIR=/opt/prisma/binaries \
diff --git a/docker/Dockerfile.non_root b/docker/Dockerfile.non_root
index 2221435a83a..edf20e8bbff 100644
--- a/docker/Dockerfile.non_root
+++ b/docker/Dockerfile.non_root
@@ -70,6 +70,7 @@ RUN --mount=type=cache,target=/app/.cache/uv,id=litellm-uv-cache \
     --extra extra_proxy \
     --extra semantic-router \
     --extra saml \
+    --extra bedrock-realtime \
     --python python3.13
 
 # Copy full source tree
@@ -97,6 +98,7 @@ RUN --mount=type=cache,target=/app/.cache/uv,id=litellm-uv-cache \
         --extra extra_proxy \
         --extra semantic-router \
         --extra saml \
+        --extra bedrock-realtime \
         --python python3.13 \
         --no-sources-package litellm-proxy-extras; \
     else \
@@ -106,6 +108,7 @@ RUN --mount=type=cache,target=/app/.cache/uv,id=litellm-uv-cache \
         --extra extra_proxy \
         --extra semantic-router \
         --extra saml \
+        --extra bedrock-realtime \
         --python python3.13; \
     fi
 
diff --git a/enterprise/litellm_enterprise/enterprise_callbacks/secret_detection.py b/enterprise/litellm_enterprise/enterprise_callbacks/secret_detection.py
index f441ce71ab9..1fddc527ec8 100644
--- a/enterprise/litellm_enterprise/enterprise_callbacks/secret_detection.py
+++ b/enterprise/litellm_enterprise/enterprise_callbacks/secret_detection.py
@@ -11,17 +11,35 @@ import sys
 sys.path.insert(
     0, os.path.abspath("../..")
 )  # Adds the parent directory to the system path
+import functools
 import tempfile
-from typing import Optional
+from contextvars import ContextVar
+from typing import TYPE_CHECKING, ClassVar, Literal, Optional
 
 from litellm._logging import verbose_proxy_logger
 from litellm.caching.caching import DualCache
-from litellm.integrations.custom_guardrail import CustomGuardrail
+from litellm.integrations.custom_guardrail import (
+    CustomGuardrail,
+    log_guardrail_information,
+)
 from litellm.proxy._types import UserAPIKeyAuth
 from litellm.proxy.guardrails._content_utils import walk_user_text
+from litellm.types.guardrails import GuardrailEventHooks
+from litellm.types.utils import GenericGuardrailAPIInputs
+
+if TYPE_CHECKING:
+    from litellm.litellm_core_utils.litellm_logging import Logging as LiteLLMLoggingObj
 
 GUARDRAIL_NAME = "hide_secrets"
 
+GUARDRAIL_PROVIDER = "hide-secrets"
+
+# Per-invocation tally of redacted secrets by detect-secrets plugin type; None
+# means the guardrail did not run, so _process_response records nothing.
+_masked_entity_count: ContextVar[Optional[dict]] = ContextVar(
+    "hide_secrets_masked_entity_count", default=None
+)
+
 _custom_plugins_path = "file://" + os.path.join(
     os.path.dirname(os.path.abspath(__file__)), "secrets_plugins"
 )
@@ -422,6 +440,10 @@ _default_detect_secrets_config = {
 
 
 class _ENTERPRISE_SecretDetection(CustomGuardrail):
+    # Keeps proxied traffic on async_pre_call_hook (the unified apply_guardrail
+    # path skips should_run_check and never sees data["prompt"]).
+    use_native_lifecycle_hooks: ClassVar[bool] = True
+
     def __init__(self, detect_secrets_config: Optional[dict] = None, **kwargs):
         self.user_defined_detect_secrets_config = detect_secrets_config
         super().__init__(**kwargs)
@@ -455,6 +477,26 @@ class _ENTERPRISE_SecretDetection(CustomGuardrail):
 
         return detected_secrets
 
+    def redact_text(self, text: str, source: str = "message") -> str:
+        """Replace every detected secret in ``text`` with ``[REDACTED]`` and
+        tally the detected types into the per-invocation masked-entity count."""
+        detected_secrets = self.scan_message_for_secrets(text)
+        if not detected_secrets:
+            return text
+        counts = _masked_entity_count.get()
+        if counts is not None:
+            for secret in detected_secrets:
+                counts[secret["type"]] = counts.get(secret["type"], 0) + 1
+        secret_types = [secret["type"] for secret in detected_secrets]
+        verbose_proxy_logger.warning(
+            f"Detected and redacted secrets in {source}: {secret_types}"
+        )
+        return functools.reduce(
+            lambda redacted, secret: redacted.replace(secret["value"], "[REDACTED]"),
+            detected_secrets,
+            text,
+        )
+
     async def should_run_check(self, user_api_key_dict: UserAPIKeyAuth) -> bool:
         if user_api_key_dict.permissions is not None:
             if GUARDRAIL_NAME in user_api_key_dict.permissions:
@@ -463,7 +505,45 @@ class _ENTERPRISE_SecretDetection(CustomGuardrail):
 
         return True
 
+    @log_guardrail_information
+    async def apply_guardrail(
+        self,
+        inputs: GenericGuardrailAPIInputs,
+        request_data: dict,
+        input_type: Literal["request", "response"],
+        logging_obj: Optional["LiteLLMLoggingObj"] = None,
+    ) -> GenericGuardrailAPIInputs:
+        """Unified-interface entrypoint, used by /guardrails/apply_guardrail
+        (the UI test playground). Proxied traffic keeps using
+        ``async_pre_call_hook``, see ``use_native_lifecycle_hooks``."""
+        texts = inputs.get("texts")
+        if not texts or not any(texts):
+            return inputs
+        _masked_entity_count.set({})
+        return {**inputs, "texts": [self.redact_text(text) for text in texts]}
+
+    def _redact_prompt(self, data: dict) -> int:
+        """Redact ``data["prompt"]`` (the text-completion shape, which
+        ``walk_user_text`` does not cover) and return how many non-empty
+        strings were inspected."""
+        prompt = data.get("prompt")
+        if isinstance(prompt, str):
+            if not prompt:
+                return 0
+            data["prompt"] = self.redact_text(prompt, source="prompt")
+            return 1
+        if isinstance(prompt, list):
+            data["prompt"] = [  # mutable-ok: data["prompt"] is a list on the wire
+                self.redact_text(item, source="prompt")
+                if isinstance(item, str) and item
+                else item
+                for item in prompt
+            ]
+            return sum(1 for item in prompt if isinstance(item, str) and item)
+        return 0
+
     #### CALL HOOKS - proxy only ####
+    @log_guardrail_information
     async def async_pre_call_hook(
         self,
         user_api_key_dict: UserAPIKeyAuth,
@@ -471,53 +551,84 @@ class _ENTERPRISE_SecretDetection(CustomGuardrail):
         data: dict,
         call_type: str,  # "completion", "embeddings", "image_generation", "moderation"
     ):
+        _masked_entity_count.set(None)
         if await self.should_run_check(user_api_key_dict) is False:
             return
 
+        _masked_entity_count.set({})
+
         # Covers multimodal list content + Responses-API input.
-        def _redact_message_text(text: str) -> str:
-            detected_secrets = self.scan_message_for_secrets(text)
-            for secret in detected_secrets:
-                text = text.replace(secret["value"], "[REDACTED]")
-            if detected_secrets:
-                secret_types = [secret["type"] for secret in detected_secrets]
-                verbose_proxy_logger.warning(
-                    f"Detected and redacted secrets in message: {secret_types}"
-                )
-            return text
+        inspected = walk_user_text(data, self.redact_text) + self._redact_prompt(data)
 
-        walk_user_text(data, _redact_message_text)
+        if inspected == 0:
+            # Image-only, empty-text, and unsupported payloads inspected
+            # nothing, so recording "allow" would count a run that never
+            # looked at any content.
+            _masked_entity_count.set(None)
 
-        if "prompt" in data:
-            if isinstance(data["prompt"], str):
-                detected_secrets = self.scan_message_for_secrets(data["prompt"])
-                for secret in detected_secrets:
-                    data["prompt"] = data["prompt"].replace(
-                        secret["value"], "[REDACTED]"
-                    )
-                if len(detected_secrets) > 0:
-                    secret_types = [secret["type"] for secret in detected_secrets]
-                    verbose_proxy_logger.warning(
-                        f"Detected and redacted secrets in prompt: {secret_types}"
-                    )
-            elif isinstance(data["prompt"], list):
-                # Index back into the list — assigning to ``item`` would only
-                # rebind the loop variable and leave ``data["prompt"]``
-                # carrying the unredacted secret.
-                for idx, item in enumerate(data["prompt"]):
-                    if isinstance(item, str):
-                        detected_secrets = self.scan_message_for_secrets(item)
-                        for secret in detected_secrets:
-                            item = item.replace(secret["value"], "[REDACTED]")
-                        data["prompt"][idx] = item
-                        if len(detected_secrets) > 0:
-                            secret_types = [
-                                secret["type"] for secret in detected_secrets
-                            ]
-                            verbose_proxy_logger.warning(
-                                f"Detected and redacted secrets in prompt: {secret_types}"
-                            )
-
-        # ``data["input"]`` (Responses API and embeddings/moderation) is
-        # already covered by ``walk_user_text`` above.
         return
+
+    def _process_response(
+        self,
+        response: Optional[dict],
+        request_data: dict,
+        start_time: Optional[float] = None,
+        end_time: Optional[float] = None,
+        duration: Optional[float] = None,
+        event_type: Optional[GuardrailEventHooks] = None,
+        original_inputs: Optional[dict] = None,
+    ):
+        """Record allow/mask plus the masked-entity tally for a completed run.
+
+        Records nothing when the guardrail inspected nothing (opted-out key,
+        empty inputs) or when the instance has no guardrail_name (legacy
+        ``litellm_settings.callbacks`` deployments, which predate guardrail
+        telemetry and stay without it).
+        """
+        counts = _masked_entity_count.get()
+        _masked_entity_count.set(None)
+        if counts is None or self.guardrail_name is None:
+            return response
+        self.add_standard_logging_guardrail_information_to_request_data(
+            guardrail_json_response="mask" if counts else "allow",
+            request_data=request_data,
+            guardrail_status="success",
+            duration=duration,
+            start_time=start_time,
+            end_time=end_time,
+            event_type=event_type,
+            guardrail_provider=GUARDRAIL_PROVIDER,
+            masked_entity_count=counts,
+        )
+        return response
+
+    def _process_error(
+        self,
+        e: Exception,
+        request_data: dict,
+        start_time: Optional[float] = None,
+        end_time: Optional[float] = None,
+        duration: Optional[float] = None,
+        event_type: Optional[GuardrailEventHooks] = None,
+    ):
+        """Label the failed run with this guardrail's provider so error rows
+        group with the successful ones in the monitor. Nameless legacy
+        instances record nothing, matching ``_process_response``."""
+        _masked_entity_count.set(None)
+        if self.guardrail_name is None:
+            raise e
+        self.add_standard_logging_guardrail_information_to_request_data(
+            guardrail_json_response=e,
+            request_data=request_data,
+            guardrail_status=(
+                "guardrail_intervened"
+                if self._is_guardrail_intervention(e)
+                else "guardrail_failed_to_respond"
+            ),
+            duration=duration,
+            start_time=start_time,
+            end_time=end_time,
+            event_type=event_type,
+            guardrail_provider=GUARDRAIL_PROVIDER,
+        )
+        raise e
diff --git a/enterprise/litellm_enterprise/proxy/management_endpoints/internal_user_endpoints.py b/enterprise/litellm_enterprise/proxy/management_endpoints/internal_user_endpoints.py
index 1d3268da9a0..190141470df 100644
--- a/enterprise/litellm_enterprise/proxy/management_endpoints/internal_user_endpoints.py
+++ b/enterprise/litellm_enterprise/proxy/management_endpoints/internal_user_endpoints.py
@@ -39,9 +39,9 @@ async def available_enterprise_users(
 
     if not premium_user:
         # check if SSO is enabled - show 5 user limit
-        from litellm.proxy.auth.auth_utils import _has_user_setup_sso
+        from litellm.proxy.auth.auth_utils import has_user_setup_sso
 
-        if _has_user_setup_sso():
+        if has_user_setup_sso():
             premium_user_data = EnterpriseLicenseData(
                 max_users=5,
             )
diff --git a/enterprise/pyproject.toml b/enterprise/pyproject.toml
index 8360c0a077d..b6f482ccd86 100644
--- a/enterprise/pyproject.toml
+++ b/enterprise/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "litellm-enterprise"
-version = "0.1.63"
+version = "0.1.64"
 description = "Package for LiteLLM Enterprise features"
 readme = "README.md"
 requires-python = ">=3.9"
@@ -26,7 +26,7 @@ required-version = ">=0.10.9"
 module-root = ""
 
 [tool.commitizen]
-version = "0.1.63"
+version = "0.1.64"
 version_files = [
     "pyproject.toml:^version",
     "../pyproject.toml:litellm-enterprise==",
diff --git a/helm/litellm-helm/Chart.yaml b/helm/litellm-helm/Chart.yaml
index 3959d85edf3..a3cb388ffc6 100644
--- a/helm/litellm-helm/Chart.yaml
+++ b/helm/litellm-helm/Chart.yaml
@@ -18,7 +18,7 @@ type: application
 # This is the chart version. This version number should be incremented each time you make changes
 # to the chart and its templates, including the app version.
 # Versions are expected to follow Semantic Versioning (https://semver.org/)
-version: 1.1.2
+version: 1.1.3
 
 # This is the version number of the application being deployed. This version number should be
 # incremented each time you make changes to the application. Versions are not expected to
diff --git a/helm/litellm-helm/README.md b/helm/litellm-helm/README.md
index b242373de5d..bf4089404db 100644
--- a/helm/litellm-helm/README.md
+++ b/helm/litellm-helm/README.md
@@ -26,7 +26,7 @@ If `db.useStackgresOperator` is used (not yet implemented):
 | `replicaCount`              | The number of LiteLLM Proxy pods to be deployed                                                                                                                                                                                               | `1`                       |
 | `masterkeySecretName`       | The name of the Kubernetes Secret that contains the Master API Key for LiteLLM. If not specified, use the generated secret name.                                                                                                              | N/A                       |
 | `masterkeySecretKey`        | The key within the Kubernetes Secret that contains the Master API Key for LiteLLM. If not specified, use `masterkey` as the key.                                                                                                              | N/A                       |
-| `masterkey`                 | The Master API Key for LiteLLM. If not specified, a random key in the `sk-...` format is generated.                                                                                                                                           | N/A                       |
+| `masterkey`                 | The Master API Key for LiteLLM. If not specified, a random key in the `sk-...` format is generated on first install and reused on upgrades. | N/A                       |
 | `environmentSecrets`        | An optional array of Secret object names. The keys and values in these secrets will be presented to the LiteLLM proxy pod as environment variables. See below for an example Secret object.                                                   | `[]`                      |
 | `environmentConfigMaps`     | An optional array of ConfigMap object names. The keys and values in these configmaps will be presented to the LiteLLM proxy pod as environment variables. See below for an example Secret object.                                             | `[]`                      |
 | `image.repository`          | LiteLLM Proxy image repository                                                                                                                                                                                                                | `ghcr.io/berriai/litellm` |
@@ -212,6 +212,8 @@ service, the **Proxy Endpoint** should be set to `http://<RELEASE>-litellm:4000`
 The **Proxy Key** is the value specified for `masterkey` or, if a `masterkey`
 was not provided to the helm command line, the `masterkey` is a randomly
 generated string in the `sk-...` format stored in the `<RELEASE>-litellm-masterkey` Kubernetes Secret.
+The key is generated once on the first install; later `helm upgrade` runs reuse the
+value already in that Secret, so upgrading never rotates the master key.
 
 ```bash
 kubectl -n litellm get secret <RELEASE>-litellm-masterkey -o jsonpath="{.data.masterkey}"
diff --git a/helm/litellm-helm/templates/secret-masterkey.yaml b/helm/litellm-helm/templates/secret-masterkey.yaml
index 7c8560cc2cc..60ab4e74c6b 100644
--- a/helm/litellm-helm/templates/secret-masterkey.yaml
+++ b/helm/litellm-helm/templates/secret-masterkey.yaml
@@ -1,9 +1,11 @@
 {{- if not .Values.masterkeySecretName }}
-{{ $masterkey := (.Values.masterkey | default (printf "sk-%s" (randAlphaNum 18))) }}
+{{- $secretName := printf "%s-masterkey" (include "litellm.fullname" .) }}
+{{- $existing := lookup "v1" "Secret" .Release.Namespace $secretName }}
+{{- $masterkey := .Values.masterkey | default (dig "data" "masterkey" "" $existing | b64dec) | default (printf "sk-%s" (randAlphaNum 18)) }}
 apiVersion: v1
 kind: Secret
 metadata:
-  name: {{ include "litellm.fullname" . }}-masterkey
+  name: {{ $secretName }}
 data:
   masterkey: {{ $masterkey | b64enc }}
 type: Opaque
diff --git a/helm/litellm-helm/tests/hpa_tests.yaml b/helm/litellm-helm/tests/hpa_tests.yaml
index ec18c3591d3..cd062dd5971 100644
--- a/helm/litellm-helm/tests/hpa_tests.yaml
+++ b/helm/litellm-helm/tests/hpa_tests.yaml
@@ -1,4 +1,4 @@
-suite: "hpa with behavior"
+suite: "hpa"
 templates:
   - hpa.yaml
 tests:
@@ -23,14 +23,44 @@ tests:
       - equal: { path: spec.behavior.scaleUp.stabilizationWindowSeconds, value: 60 }
       - equal: { path: spec.behavior.scaleDown.stabilizationWindowSeconds, value: 90 }
 
----
-suite: "hpa without behavior"
-templates:
-  - hpa.yaml
-tests:
   - it: "does not render behavior when not set"
     set:
       autoscaling.enabled: true
     asserts:
       - isKind: { of: HorizontalPodAutoscaler }
       - isNull: { path: spec.behavior }
+
+  - it: "scales on cpu at the documented 60 percent by default"
+    set:
+      autoscaling.enabled: true
+    asserts:
+      - isKind: { of: HorizontalPodAutoscaler }
+      - equal: { path: "spec.metrics[0].resource.name", value: cpu }
+      - equal: { path: "spec.metrics[0].resource.target.type", value: Utilization }
+      - equal: { path: "spec.metrics[0].resource.target.averageUtilization", value: 60 }
+
+  - it: "does not scale on memory by default"
+    set:
+      autoscaling.enabled: true
+    asserts:
+      - lengthEqual: { path: spec.metrics, count: 1 }
+
+  - it: "honours an explicit cpu target override"
+    set:
+      autoscaling.enabled: true
+      autoscaling.targetCPUUtilizationPercentage: 75
+    asserts:
+      - equal: { path: "spec.metrics[0].resource.target.averageUtilization", value: 75 }
+
+  - it: "renders a memory metric only when a memory target is set"
+    set:
+      autoscaling.enabled: true
+      autoscaling.targetMemoryUtilizationPercentage: 80
+    asserts:
+      - lengthEqual: { path: spec.metrics, count: 2 }
+      - equal: { path: "spec.metrics[1].resource.name", value: memory }
+      - equal: { path: "spec.metrics[1].resource.target.averageUtilization", value: 80 }
+
+  - it: "renders no hpa when autoscaling is disabled"
+    asserts:
+      - hasDocuments: { count: 0 }
diff --git a/helm/litellm-helm/tests/masterkey-secret_tests.yaml b/helm/litellm-helm/tests/masterkey-secret_tests.yaml
index bbbade9d802..296f26755b8 100644
--- a/helm/litellm-helm/tests/masterkey-secret_tests.yaml
+++ b/helm/litellm-helm/tests/masterkey-secret_tests.yaml
@@ -15,6 +15,53 @@ tests:
           # Note: The masterkey is generated as "sk-<18-random-chars>" in plain text,
           # but stored as base64 encoded in Kubernetes secret (requirement).
           # "sk-" base64 encodes to "c2st", so we check for "^c2st" pattern.
+  - it: should reuse the master key already stored in the cluster instead of generating a new one on upgrade
+    template: secret-masterkey.yaml
+    set:
+      masterkeySecretName: ""
+    kubernetesProvider:
+      scheme:
+        "v1/Secret":
+          gvr:
+            version: "v1"
+            resource: "secrets"
+          namespaced: true
+      objects:
+        - kind: Secret
+          apiVersion: v1
+          metadata:
+            name: RELEASE-NAME-litellm-masterkey
+            namespace: NAMESPACE
+          data:
+            masterkey: c2stZXhpc3Rpbmcta2V5
+    asserts:
+      - equal:
+          path: data.masterkey
+          value: c2stZXhpc3Rpbmcta2V5
+  - it: should let an explicit masterkey value override the one already stored in the cluster
+    template: secret-masterkey.yaml
+    set:
+      masterkeySecretName: ""
+      masterkey: sk-explicit
+    kubernetesProvider:
+      scheme:
+        "v1/Secret":
+          gvr:
+            version: "v1"
+            resource: "secrets"
+          namespaced: true
+      objects:
+        - kind: Secret
+          apiVersion: v1
+          metadata:
+            name: RELEASE-NAME-litellm-masterkey
+            namespace: NAMESPACE
+          data:
+            masterkey: c2stZXhpc3Rpbmcta2V5
+    asserts:
+      - equal:
+          path: data.masterkey
+          value: c2stZXhwbGljaXQ=
   - it: should not create a secret if masterkeySecretName is set
     template: secret-masterkey.yaml
     set:
diff --git a/helm/litellm-helm/values.yaml b/helm/litellm-helm/values.yaml
index f8df98de102..637be2322e3 100644
--- a/helm/litellm-helm/values.yaml
+++ b/helm/litellm-helm/values.yaml
@@ -200,7 +200,16 @@ autoscaling:
   enabled: false
   minReplicas: 1
   maxReplicas: 100
-  targetCPUUtilizationPercentage: 80
+  # 60 is the documented recommendation. See "Recommended Machine Specifications"
+  # in https://docs.litellm.ai/docs/proxy/prod. A new replica clears the startupProbe
+  # above only after up to failureThreshold x periodSeconds = 300 seconds, so a target
+  # high enough to trip near saturation adds capacity minutes after it was needed.
+  targetCPUUtilizationPercentage: 60
+  # Deliberately left unset rather than given a value. The prisma query engine's
+  # resident memory is a high-water mark that ratchets to the pod's worst-ever write
+  # and is never returned, so a memory target reads the largest write a pod ever did
+  # rather than what it is doing now, and replicas ratchet up without scaling back in.
+  # Memory is a floor to provision under 'resources', not a signal to scale on.
   # targetMemoryUtilizationPercentage: 80
   # behavior: {}
 
diff --git a/litellm-proxy-extras/litellm_proxy_extras/prisma_toolchain.py b/litellm-proxy-extras/litellm_proxy_extras/prisma_toolchain.py
index f3b55fd4d96..2283814ab35 100644
--- a/litellm-proxy-extras/litellm_proxy_extras/prisma_toolchain.py
+++ b/litellm-proxy-extras/litellm_proxy_extras/prisma_toolchain.py
@@ -14,9 +14,22 @@ then fails on a Node binary that was never written. Deleting a cache directory
 that exists without a Node binary is what turns a killed bootstrap back into a
 recoverable one.
 
-Both budgets are overridable so an operator can widen them without a release:
-``LITELLM_PRISMA_BOOTSTRAP_TIMEOUT`` for the toolchain install and
-``LITELLM_PRISMA_COMMAND_TIMEOUT`` for every individual Prisma command.
+``prisma migrate deploy`` is the other command whose runtime is not a
+constant: it grows with the number of pending migrations, so a fresh database
+that has to replay every migration this package ships overruns a per-command
+budget sized for the short bookkeeping commands, on a laptop as much as on a
+slow CI runner. The Python ``prisma`` wrapper spawns Node and the schema engine
+as separate children, so killing the wrapper on timeout leaves them running:
+the retry then contends with that orphan for Prisma's advisory lock and cannot
+finish any sooner. Migrate deploy therefore runs under its own budget.
+
+All three budgets are overridable so an operator can widen them without a
+release: ``LITELLM_PRISMA_BOOTSTRAP_TIMEOUT`` for the toolchain install,
+``LITELLM_PRISMA_MIGRATE_DEPLOY_TIMEOUT`` for ``prisma migrate deploy`` and
+``LITELLM_PRISMA_COMMAND_TIMEOUT`` for every other Prisma command. The
+per-command budget used to bound migrate deploy as well, so a deployment that
+raised it above the deploy default keeps that larger budget for deploy unless
+the deploy override says otherwise.
 """
 
 import math
@@ -36,10 +49,12 @@ except ImportError:
 
 PRISMA_COMMAND_TIMEOUT_ENV_VAR = "LITELLM_PRISMA_COMMAND_TIMEOUT"
 PRISMA_BOOTSTRAP_TIMEOUT_ENV_VAR = "LITELLM_PRISMA_BOOTSTRAP_TIMEOUT"
+PRISMA_MIGRATE_DEPLOY_TIMEOUT_ENV_VAR = "LITELLM_PRISMA_MIGRATE_DEPLOY_TIMEOUT"
 NODEENV_CACHE_DIR_ENV_VAR = "PRISMA_NODEENV_CACHE_DIR"
 
 DEFAULT_PRISMA_COMMAND_TIMEOUT = 60.0
 DEFAULT_PRISMA_BOOTSTRAP_TIMEOUT = 600.0
+DEFAULT_PRISMA_MIGRATE_DEPLOY_TIMEOUT = 600.0
 
 BOOTSTRAP_ARG = "--version"
 
@@ -88,6 +103,15 @@ def prisma_bootstrap_timeout() -> float:
     )
 
 
+def prisma_migrate_deploy_timeout() -> float:
+    """Seconds one ``prisma migrate deploy`` may run for, however many migrations are pending."""
+    if os.getenv(PRISMA_MIGRATE_DEPLOY_TIMEOUT_ENV_VAR) is not None:
+        return _timeout_from_env(
+            PRISMA_MIGRATE_DEPLOY_TIMEOUT_ENV_VAR, DEFAULT_PRISMA_MIGRATE_DEPLOY_TIMEOUT
+        )
+    return max(DEFAULT_PRISMA_MIGRATE_DEPLOY_TIMEOUT, prisma_command_timeout())
+
+
 def nodeenv_cache_dir() -> Optional[Path]:
     """Where Prisma installs its private Node runtime, or None if unknowable."""
     override = os.getenv(NODEENV_CACHE_DIR_ENV_VAR)
diff --git a/litellm-proxy-extras/litellm_proxy_extras/utils.py b/litellm-proxy-extras/litellm_proxy_extras/utils.py
index b8032dd0d28..a4ea4789b49 100644
--- a/litellm-proxy-extras/litellm_proxy_extras/utils.py
+++ b/litellm-proxy-extras/litellm_proxy_extras/utils.py
@@ -6,6 +6,7 @@ import shutil
 import subprocess
 import tempfile
 import time
+from dataclasses import dataclass, replace
 from pathlib import Path
 from typing import Optional
 
@@ -15,8 +16,11 @@ from litellm_proxy_extras.replica_identity import (
     apply_replica_identity_full,
 )
 from litellm_proxy_extras.prisma_toolchain import (
+    PRISMA_COMMAND_TIMEOUT_ENV_VAR,
+    PRISMA_MIGRATE_DEPLOY_TIMEOUT_ENV_VAR,
     ensure_prisma_toolchain,
     prisma_command_timeout,
+    prisma_migrate_deploy_timeout,
 )
 
 
@@ -40,6 +44,40 @@ def _get_prisma_env() -> dict:
 
 _MIGRATION_TS_RE = re.compile(r"^(\d{14})_")
 
+_MIGRATION_DEADLOCK_MARKER = "deadlock detected"
+
+MAX_MIGRATE_DEPLOY_ATTEMPTS = 4
+
+
+@dataclass(frozen=True)
+class _MigrateAttemptBudget:
+    """Retries left, and the recoveries already run.
+
+    A recovery that lands something new costs nothing, so a database full of
+    objects `prisma db push` created works through them one per pass. Anything
+    that made no progress spends an attempt, so a stuck run still gives up.
+    """
+
+    attempts_left: int
+    recoveries: frozenset[str] = frozenset()
+
+    @property
+    def exhausted(self) -> bool:
+        return self.attempts_left <= 0
+
+    @property
+    def attempt_number(self) -> int:
+        return MAX_MIGRATE_DEPLOY_ATTEMPTS - self.attempts_left + 1
+
+    def spend(self) -> "_MigrateAttemptBudget":
+        return replace(self, attempts_left=self.attempts_left - 1)
+
+    def after_recovery(self, recovery: str) -> "_MigrateAttemptBudget":
+        if recovery in self.recoveries:
+            return self.spend()
+        return replace(self, recoveries=self.recoveries | {recovery})
+
+
 _SPEND_LOGS_ALTER_RE = re.compile(r'^ALTER\s+TABLE\s+"LiteLLM_SpendLogs"\s', re.IGNORECASE)
 _SPEND_LOGS_ARTIFACT_DROP_RE = re.compile(
     r'^DROP\s+TABLE\s+"LiteLLM_SpendLogs_[^"]*"', re.IGNORECASE
@@ -262,6 +300,50 @@ class ProxyExtrasDBManager:
             env=prisma_env,
         )
 
+    @staticmethod
+    def _roll_back_migration_best_effort(migration_name: str) -> None:
+        """Mark a migration rolled back, tolerating a concurrent resolver
+        having already done it."""
+        try:
+            ProxyExtrasDBManager._roll_back_migration(migration_name)
+        except (subprocess.CalledProcessError, subprocess.TimeoutExpired):
+            pass
+
+    @staticmethod
+    def _failed_migration_logs(migration_name: str) -> Optional[str]:
+        """Return failed migration logs, or None if the ledger is unavailable."""
+        database_url = os.getenv("DATABASE_URL")
+        if not database_url:
+            return None
+
+        try:
+            import psycopg
+        except ImportError:
+            return None
+
+        cleaned_url = ProxyExtrasDBManager._strip_prisma_query_params(database_url)
+        ledger_table = psycopg.sql.SQL("{}.{}").format(
+            psycopg.sql.Identifier(
+                ProxyExtrasDBManager._prisma_schema_param(database_url) or "public"
+            ),
+            psycopg.sql.Identifier("_prisma_migrations"),
+        )
+        try:
+            with psycopg.connect(
+                cleaned_url, connect_timeout=10, autocommit=True
+            ) as conn:
+                row = conn.execute(
+                    psycopg.sql.SQL(
+                        "SELECT logs FROM {} "
+                        "WHERE migration_name = %s AND finished_at IS NULL "
+                        "AND rolled_back_at IS NULL"
+                    ).format(ledger_table),
+                    (migration_name,),
+                ).fetchone()
+        except (psycopg.OperationalError, psycopg.DatabaseError):
+            return None
+        return (row[0] or "") if row else ""
+
     @staticmethod
     def _resolve_specific_migration(migration_name: str):
         """Mark a specific migration as applied"""
@@ -658,7 +740,8 @@ class ProxyExtrasDBManager:
         v2 migration resolver (opt-in via --use_v2_migration_resolver).
 
         Runs `prisma migrate deploy` and handles standard recovery paths
-        (P3005 baseline, P3009/P3018 idempotent errors). Critically, it does
+        (P3005 baseline, P3009/P3018 idempotent errors, deadlocks against a
+        concurrent migrate deploy). Critically, it does
         NOT call `_resolve_all_migrations` — the diff-and-force recovery that
         caused schema thrashing when two LiteLLM versions contended for the
         same DB during rolling deploys.
@@ -666,6 +749,9 @@ class ProxyExtrasDBManager:
         Ahead-of-HEAD state (DB has migrations newer than this build ships)
         is logged as a warning, not a fatal error — users whose DBs got into
         weird shapes from the old thrashing should still be able to start.
+
+        The retry budget only counts attempts that made no progress: see
+        _MigrateAttemptBudget.
         """
         schema_path = ProxyExtrasDBManager._get_prisma_dir() + "/schema.prisma"
         migrations_dir = ProxyExtrasDBManager._get_prisma_dir()
@@ -698,12 +784,14 @@ class ProxyExtrasDBManager:
 
         original_dir = os.getcwd()
         os.chdir(migrations_dir)
+        deploy_timeout = prisma_migrate_deploy_timeout()
+        budget = _MigrateAttemptBudget(attempts_left=MAX_MIGRATE_DEPLOY_ATTEMPTS)
         try:
-            for attempt in range(4):
+            while not budget.exhausted:
                 try:
                     result = subprocess.run(
                         [_get_prisma_command(), "migrate", "deploy"],
-                        timeout=prisma_command_timeout(),
+                        timeout=deploy_timeout,
                         check=True,
                         capture_output=True,
                         text=True,
@@ -713,121 +801,158 @@ class ProxyExtrasDBManager:
                     return True
 
                 except subprocess.TimeoutExpired:
-                    logger.info(
-                        f"prisma migrate deploy attempt {attempt + 1} timed out, retrying"
+                    logger.warning(
+                        "prisma migrate deploy attempt %s timed out after %ss, retrying. "
+                        "Raise %s if this database needs longer to apply its pending migrations.",
+                        budget.attempt_number,
+                        deploy_timeout,
+                        PRISMA_MIGRATE_DEPLOY_TIMEOUT_ENV_VAR,
                     )
-                    time.sleep(random.randrange(5, 15))
-                    continue
+                    next_budget = budget.spend()
 
                 except subprocess.CalledProcessError as e:
-                    stderr = e.stderr or ""
+                    next_budget = ProxyExtrasDBManager._budget_after_deploy_failure(
+                        e, budget, schema_path
+                    )
 
-                    if "P3005" in stderr and "database schema is not empty" in stderr:
-                        logger.info(
-                            "Schema exists but no migrations ledger — creating baseline"
-                        )
-                        ProxyExtrasDBManager._create_baseline_migration(schema_path)
-                        continue
-
-                    if "P3009" in stderr:
-                        migration_match = re.search(r"`(\d+_\S+?)`", stderr)
-                        if (
-                            migration_match
-                            and ProxyExtrasDBManager._is_idempotent_error(stderr)
-                        ):
-                            name = migration_match.group(1)
-                            logger.info(
-                                f"Migration {name} failed idempotently — marking applied and retrying"
-                            )
-                            try:
-                                ProxyExtrasDBManager._roll_back_migration(name)
-                            except (
-                                subprocess.CalledProcessError,
-                                subprocess.TimeoutExpired,
-                            ):
-                                pass  # may already be rolled-back
-                            try:
-                                ProxyExtrasDBManager._resolve_specific_migration(name)
-                            except (
-                                subprocess.CalledProcessError,
-                                subprocess.TimeoutExpired,
-                            ) as resolve_err:
-                                # We're already inside the outer
-                                # `except CalledProcessError` handler —
-                                # re-raising CalledProcessError from here
-                                # would escape as itself, bypassing
-                                # proxy_cli.py's `except RuntimeError`.
-                                raise RuntimeError(
-                                    f"Failed to mark migration {name} as applied "
-                                    f"after idempotent recovery. Manual "
-                                    f"intervention may be required.\n\n"
-                                    f"Detail: {resolve_err}"
-                                ) from resolve_err
-                            continue
-                        raise RuntimeError(
-                            "Database migration failed and cannot be auto-recovered. "
-                            f"Manual intervention required.\n\nPrisma error:\n{stderr}"
-                        ) from e
-
-                    if "P3018" in stderr:
-                        if ProxyExtrasDBManager._is_permission_error(stderr):
-                            raise RuntimeError(
-                                "Database migration failed due to insufficient "
-                                "permissions. Please grant the required privileges "
-                                f"and retry.\n\nPrisma error:\n{stderr}"
-                            ) from e
-
-                        migration_match = re.search(
-                            r"Migration name: (\d+_\S+)", stderr
-                        )
-                        if (
-                            migration_match
-                            and ProxyExtrasDBManager._is_idempotent_error(stderr)
-                        ):
-                            name = migration_match.group(1)
-                            logger.info(
-                                f"Migration {name} SQL hit idempotent error — marking applied and retrying"
-                            )
-                            try:
-                                ProxyExtrasDBManager._roll_back_migration(name)
-                            except (
-                                subprocess.CalledProcessError,
-                                subprocess.TimeoutExpired,
-                            ):
-                                pass  # may already be rolled-back
-                            try:
-                                ProxyExtrasDBManager._resolve_specific_migration(name)
-                            except (
-                                subprocess.CalledProcessError,
-                                subprocess.TimeoutExpired,
-                            ) as resolve_err:
-                                raise RuntimeError(
-                                    f"Failed to mark migration {name} as applied "
-                                    f"after idempotent recovery. Manual "
-                                    f"intervention may be required.\n\n"
-                                    f"Detail: {resolve_err}"
-                                ) from resolve_err
-                            continue
-
-                        raise RuntimeError(
-                            "Database migration failed and cannot be auto-recovered. "
-                            f"Manual intervention required.\n\nPrisma error:\n{stderr}"
-                        ) from e
-
-                    raise RuntimeError(
-                        "Database migration failed and cannot be auto-recovered. "
-                        f"Manual intervention required.\n\nPrisma error:\n{stderr}"
-                    ) from e
+                if next_budget.attempts_left < budget.attempts_left:
+                    time.sleep(random.randrange(5, 15))
+                budget = next_budget  # rebind-ok: the loop carries the budget from one migrate deploy pass to the next
 
             raise RuntimeError(
-                "Database migration failed after 4 attempts (retry loop "
-                "exhausted by timeouts or repeated idempotent-recovery "
-                "continues). Check database connectivity, load, and "
-                "_prisma_migrations ledger state."
+                f"Database migration failed after {MAX_MIGRATE_DEPLOY_ATTEMPTS} "
+                "attempts that made no progress (timeouts, deadlock retries, or a "
+                "recovery that had already run once). Check database connectivity, "
+                "load, and _prisma_migrations ledger state, and raise "
+                f"{PRISMA_MIGRATE_DEPLOY_TIMEOUT_ENV_VAR} if the attempts timed out."
             )
         finally:
             os.chdir(original_dir)
 
+    @staticmethod
+    def _budget_after_deploy_failure(
+        error: subprocess.CalledProcessError,
+        budget: "_MigrateAttemptBudget",
+        schema_path: str,
+    ) -> "_MigrateAttemptBudget":
+        """Recover from one failed `prisma migrate deploy`, and price the pass.
+
+        Returns the budget the next pass runs under, or raises when the failure
+        is not one this resolver knows how to recover from.
+        """
+        stderr = error.stderr or ""
+
+        if "P3005" in stderr and "database schema is not empty" in stderr:
+            logger.info("Schema exists but no migrations ledger — creating baseline")
+            if ProxyExtrasDBManager._create_baseline_migration(schema_path):
+                return budget.after_recovery("baseline")
+            return budget.spend()
+
+        if "P3009" in stderr:
+            migration_match = re.search(r"`(\d+_\S+?)`", stderr)
+            if migration_match and ProxyExtrasDBManager._is_idempotent_error(stderr):
+                name = migration_match.group(1)
+                logger.info(
+                    f"Migration {name} failed idempotently — marking applied and retrying"
+                )
+                ProxyExtrasDBManager._mark_migration_applied(name)
+                return budget.after_recovery(f"resolved:{name}")
+            if migration_match:
+                migration_name = migration_match.group(1)
+                ledger_logs = ProxyExtrasDBManager._failed_migration_logs(migration_name)
+                if ledger_logs is not None and (
+                    ledger_logs == "" or _MIGRATION_DEADLOCK_MARKER in ledger_logs
+                ):
+                    logger.info(
+                        "Migration %s failed in a concurrent migrate deploy "
+                        "deadlock race, rolling its ledger row back and retrying",
+                        migration_name,
+                    )
+                    ProxyExtrasDBManager._roll_back_migration_best_effort(migration_name)
+                    return budget.spend()
+            raise RuntimeError(
+                "Database migration failed and cannot be auto-recovered. "
+                f"Manual intervention required.\n\nPrisma error:\n{stderr}"
+            ) from error
+
+        if "P3018" in stderr:
+            if ProxyExtrasDBManager._is_permission_error(stderr):
+                raise RuntimeError(
+                    "Database migration failed due to insufficient "
+                    "permissions. Please grant the required privileges "
+                    f"and retry.\n\nPrisma error:\n{stderr}"
+                ) from error
+
+            migration_match = re.search(r"Migration name: (\d+_\S+)", stderr)
+            if migration_match and ProxyExtrasDBManager._is_idempotent_error(stderr):
+                name = migration_match.group(1)
+                logger.info(
+                    f"Migration {name} SQL hit idempotent error — marking applied and retrying"
+                )
+                ProxyExtrasDBManager._mark_migration_applied(name)
+                return budget.after_recovery(f"resolved:{name}")
+
+            if migration_match and _MIGRATION_DEADLOCK_MARKER in stderr:
+                logger.info(
+                    "Migration %s deadlocked against a concurrent "
+                    "migrate deploy, rolling its ledger row back "
+                    "and retrying",
+                    migration_match.group(1),
+                )
+                ProxyExtrasDBManager._roll_back_migration_best_effort(
+                    migration_match.group(1)
+                )
+                return budget.spend()
+
+            raise RuntimeError(
+                "Database migration failed and cannot be auto-recovered. "
+                f"Manual intervention required.\n\nPrisma error:\n{stderr}"
+            ) from error
+
+        if _MIGRATION_DEADLOCK_MARKER in stderr:
+            logger.info(
+                "prisma migrate deploy attempt %s deadlocked against "
+                "a concurrent migrate deploy, retrying",
+                budget.attempt_number,
+            )
+            return budget.spend()
+
+        if "P1002" in stderr and "advisory lock" in stderr:
+            logger.info(
+                "prisma migrate deploy attempt %s timed out waiting for "
+                "the advisory lock a concurrent migrate deploy holds, retrying",
+                budget.attempt_number,
+            )
+            return budget.spend()
+
+        raise RuntimeError(
+            "Database migration failed and cannot be auto-recovered. "
+            f"Manual intervention required.\n\nPrisma error:\n{stderr}"
+        ) from error
+
+    @staticmethod
+    def _mark_migration_applied(name: str) -> None:
+        """Roll a failed ledger row back if it is still there, then mark it applied."""
+        try:
+            ProxyExtrasDBManager._roll_back_migration(name)
+        except (subprocess.CalledProcessError, subprocess.TimeoutExpired):
+            pass  # may already be rolled-back
+        try:
+            ProxyExtrasDBManager._resolve_specific_migration(name)
+        except (
+            subprocess.CalledProcessError,
+            subprocess.TimeoutExpired,
+        ) as resolve_err:
+            # We're called from inside an `except CalledProcessError` handler —
+            # re-raising CalledProcessError from here would escape as itself,
+            # bypassing proxy_cli.py's `except RuntimeError`.
+            raise RuntimeError(
+                f"Failed to mark migration {name} as applied "
+                f"after idempotent recovery. Manual "
+                f"intervention may be required.\n\n"
+                f"Detail: {resolve_err}"
+            ) from resolve_err
+
     @staticmethod
     def apply_replica_identity_full_if_requested() -> bool:
         """
@@ -908,7 +1033,7 @@ class ProxyExtrasDBManager:
                         # Set migrations directory for Prisma
                         result = subprocess.run(
                             [_get_prisma_command(), "migrate", "deploy"],
-                            timeout=prisma_command_timeout(),
+                            timeout=prisma_migrate_deploy_timeout(),
                             check=True,
                             capture_output=True,
                             text=True,
@@ -1126,7 +1251,11 @@ class ProxyExtrasDBManager:
                     )
                     return True
             except subprocess.TimeoutExpired:
-                logger.info(f"Attempt {attempt + 1} timed out")
+                logger.warning(
+                    "Attempt %s timed out. Raise %s if this database needs longer to apply its schema.",
+                    attempt + 1,
+                    PRISMA_MIGRATE_DEPLOY_TIMEOUT_ENV_VAR if use_migrate else PRISMA_COMMAND_TIMEOUT_ENV_VAR,
+                )
                 time.sleep(random.randrange(5, 15))
             except subprocess.CalledProcessError as e:
                 attempts_left = 3 - attempt
diff --git a/litellm-proxy-extras/pyproject.toml b/litellm-proxy-extras/pyproject.toml
index 0944f99ad54..97e9eb66bf2 100644
--- a/litellm-proxy-extras/pyproject.toml
+++ b/litellm-proxy-extras/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "litellm-proxy-extras"
-version = "0.4.92"
+version = "0.4.93"
 description = "Additional files for the LiteLLM Proxy. Reduces the size of the main litellm package."
 readme = "README.md"
 requires-python = ">=3.9"
@@ -26,7 +26,7 @@ required-version = ">=0.10.9"
 module-root = ""
 
 [tool.commitizen]
-version = "0.4.92"
+version = "0.4.93"
 version_files = [
     "pyproject.toml:^version",
     "../pyproject.toml:litellm-proxy-extras==",
diff --git a/litellm-proxy-extras/tests/test_setup_database_fail_fast.py b/litellm-proxy-extras/tests/test_setup_database_fail_fast.py
index 8d66bf872de..406f07eb792 100644
--- a/litellm-proxy-extras/tests/test_setup_database_fail_fast.py
+++ b/litellm-proxy-extras/tests/test_setup_database_fail_fast.py
@@ -240,3 +240,223 @@ def test_v2_does_not_call_resolve_all_migrations(monkeypatch, tmp_path):
     ok = ProxyExtrasDBManager.setup_database(use_migrate=True, use_v2_resolver=True)
     assert ok is True
     assert resolve_called["n"] == 0, "v2 must not invoke the diff-and-force recovery"
+
+
+_DEADLOCK_P3018_STDERR = (
+    "Error: P3018\n"
+    "Migration name: 20260415120000_health_check_latest_per_model_index\n"
+    "Database error code: 40P01\n"
+    "deadlock detected"
+)
+
+
+def _stub_v2_env(monkeypatch, tmp_path):
+    monkeypatch.setenv("DATABASE_URL", "postgresql://u:p@localhost:9/x")
+    monkeypatch.setattr(
+        ProxyExtrasDBManager, "_warn_if_db_ahead_of_head", lambda _: None
+    )
+    monkeypatch.setattr(ProxyExtrasDBManager, "_get_prisma_dir", lambda: str(tmp_path))
+    (tmp_path / "schema.prisma").write_text("// stub")
+    monkeypatch.setattr("time.sleep", lambda _: None)
+
+
+def _succeed_after(failures: int, stderr: str):
+    calls = {"n": 0}
+
+    class _OkResult:
+        stdout = "Applied migration.\n"
+        stderr = ""
+
+    def _run(*args, **kwargs):
+        if "deploy" not in args[0]:
+            return _OkResult()
+        calls["n"] += 1
+        if calls["n"] <= failures:
+            raise subprocess.CalledProcessError(
+                returncode=1, cmd=args[0], stderr=stderr, output=""
+            )
+        return _OkResult()
+
+    return _run
+
+
+def test_v2_p3018_deadlock_rolls_back_and_retries(monkeypatch, tmp_path):
+    """v2: losing the migrate deploy deadlock race against a concurrent
+    instance rolls the ledger row back and retries instead of dying."""
+    _stub_v2_env(monkeypatch, tmp_path)
+
+    rolled_back = []
+    monkeypatch.setattr(
+        ProxyExtrasDBManager,
+        "_roll_back_migration",
+        lambda name: rolled_back.append(name),
+    )
+    monkeypatch.setattr(
+        ProxyExtrasDBManager,
+        "_resolve_specific_migration",
+        lambda name: pytest.fail("a deadlocked migration must never be marked applied"),
+    )
+    monkeypatch.setattr("subprocess.run", _succeed_after(1, _DEADLOCK_P3018_STDERR))
+
+    ok = ProxyExtrasDBManager.setup_database(use_migrate=True, use_v2_resolver=True)
+    assert ok is True
+    assert rolled_back == ["20260415120000_health_check_latest_per_model_index"]
+
+
+def test_v2_p3018_persistent_deadlock_exhausts_attempts(monkeypatch, tmp_path):
+    """v2: a deadlock on every attempt still fails after the retry budget."""
+    _stub_v2_env(monkeypatch, tmp_path)
+    monkeypatch.setattr(ProxyExtrasDBManager, "_roll_back_migration", lambda name: None)
+
+    with patch(
+        "subprocess.run",
+        side_effect=_fake_migrate_deploy_failure(1, _DEADLOCK_P3018_STDERR),
+    ):
+        with pytest.raises(RuntimeError, match="after 4 attempts"):
+            ProxyExtrasDBManager.setup_database(use_migrate=True, use_v2_resolver=True)
+
+
+def test_v2_p3009_deadlocked_ledger_row_rolls_back_and_retries(monkeypatch, tmp_path):
+    """v2: the surviving instance sees the victim's failed ledger row as P3009.
+    When that row's logs show a deadlock, roll it back and retry."""
+    _stub_v2_env(monkeypatch, tmp_path)
+
+    stderr = (
+        "Error: P3009\n"
+        "migrate found failed migrations in the target database\n"
+        "The `20260415120000_health_check_latest_per_model_index` migration "
+        "started at 2026-09-01 18:46:13 UTC failed"
+    )
+    monkeypatch.setattr(
+        ProxyExtrasDBManager,
+        "_failed_migration_logs",
+        lambda name: "ERROR: deadlock detected\nDETAIL: Process 72 waits for ShareLock",
+    )
+    rolled_back = []
+    monkeypatch.setattr(
+        ProxyExtrasDBManager,
+        "_roll_back_migration",
+        lambda name: rolled_back.append(name),
+    )
+    monkeypatch.setattr(
+        ProxyExtrasDBManager,
+        "_resolve_specific_migration",
+        lambda name: pytest.fail("a deadlocked migration must never be marked applied"),
+    )
+    monkeypatch.setattr("subprocess.run", _succeed_after(1, stderr))
+
+    ok = ProxyExtrasDBManager.setup_database(use_migrate=True, use_v2_resolver=True)
+    assert ok is True
+    assert rolled_back == ["20260415120000_health_check_latest_per_model_index"]
+
+
+def test_v2_p3009_empty_ledger_logs_rolls_back_and_retries(monkeypatch, tmp_path):
+    """v2: empty failed ledger logs mean a concurrent deploy moved it on."""
+    _stub_v2_env(monkeypatch, tmp_path)
+
+    stderr = (
+        "Error: P3009\n"
+        "migrate found failed migrations in the target database\n"
+        "The `20260415120000_health_check_latest_per_model_index` migration "
+        "started at 2026-09-01 18:46:13 UTC failed"
+    )
+    monkeypatch.setattr(ProxyExtrasDBManager, "_failed_migration_logs", lambda name: "")
+    rolled_back = []
+    monkeypatch.setattr(
+        ProxyExtrasDBManager,
+        "_roll_back_migration",
+        lambda name: rolled_back.append(name),
+    )
+    monkeypatch.setattr(
+        ProxyExtrasDBManager,
+        "_resolve_specific_migration",
+        lambda name: pytest.fail("a deadlocked migration must never be marked applied"),
+    )
+    monkeypatch.setattr("subprocess.run", _succeed_after(1, stderr))
+
+    ok = ProxyExtrasDBManager.setup_database(use_migrate=True, use_v2_resolver=True)
+    assert ok is True
+    assert rolled_back == ["20260415120000_health_check_latest_per_model_index"]
+
+
+def test_v2_p3009_unreadable_ledger_still_raises(monkeypatch, tmp_path):
+    """v2: an unreadable ledger cannot establish that P3009 was a deadlock."""
+    _stub_v2_env(monkeypatch, tmp_path)
+
+    stderr = (
+        "Error: P3009\n"
+        "migrate found failed migrations in the target database\n"
+        "The `20260415120000_health_check_latest_per_model_index` migration "
+        "started at 2026-09-01 18:46:13 UTC failed"
+    )
+    monkeypatch.setattr(ProxyExtrasDBManager, "_failed_migration_logs", lambda name: None)
+    monkeypatch.setattr(
+        ProxyExtrasDBManager,
+        "_roll_back_migration",
+        lambda name: pytest.fail("an unreadable ledger must not trigger a retry"),
+    )
+    monkeypatch.setattr("subprocess.run", _succeed_after(1, stderr))
+
+    with pytest.raises(RuntimeError, match="cannot be auto-recovered"):
+        ProxyExtrasDBManager.setup_database(use_migrate=True, use_v2_resolver=True)
+
+
+def test_v2_p3009_non_deadlock_ledger_row_still_raises(monkeypatch, tmp_path):
+    """v2: a failed ledger row whose logs show a real SQL error stays fatal."""
+    _stub_v2_env(monkeypatch, tmp_path)
+
+    stderr = (
+        "Error: P3009\n"
+        "migrate found failed migrations in the target database\n"
+        "The `20260101000000_genuinely_broken` migration started at "
+        "2026-09-01 18:46:13 UTC failed"
+    )
+    monkeypatch.setattr(
+        ProxyExtrasDBManager,
+        "_failed_migration_logs",
+        lambda name: 'ERROR: syntax error at or near "BRKN"',
+    )
+
+    with patch("subprocess.run", side_effect=_fake_migrate_deploy_failure(1, stderr)):
+        with pytest.raises(RuntimeError, match="cannot be auto-recovered"):
+            ProxyExtrasDBManager.setup_database(use_migrate=True, use_v2_resolver=True)
+
+
+def test_v2_bare_deadlock_stderr_retries(monkeypatch, tmp_path):
+    """v2: a deadlock reported without a Prisma error code (the advisory-lock
+    waiter as victim) is retried, not fatal."""
+    _stub_v2_env(monkeypatch, tmp_path)
+    monkeypatch.setattr(
+        "subprocess.run", _succeed_after(1, "Database error: deadlock detected")
+    )
+
+    ok = ProxyExtrasDBManager.setup_database(use_migrate=True, use_v2_resolver=True)
+    assert ok is True
+
+
+_P1002_ADVISORY_LOCK_STDERR = (
+    "Error: P1002\n\n"
+    "The database server at `127.0.0.1`:`45743` was reached but timed out.\n\n"
+    "Context: Timed out trying to acquire a postgres advisory lock "
+    "(SELECT pg_advisory_lock(72707369)). Elapsed: 10000ms."
+)
+
+
+def test_v2_advisory_lock_timeout_retries(monkeypatch, tmp_path):
+    """v2: the advisory-lock waiter that times out while a peer's retry holds
+    the lock retries instead of dying."""
+    _stub_v2_env(monkeypatch, tmp_path)
+    monkeypatch.setattr("subprocess.run", _succeed_after(2, _P1002_ADVISORY_LOCK_STDERR))
+
+    ok = ProxyExtrasDBManager.setup_database(use_migrate=True, use_v2_resolver=True)
+    assert ok is True
+
+
+def test_v2_p1002_without_advisory_lock_context_still_raises(monkeypatch, tmp_path):
+    """v2: a plain P1002 (database unreachable) stays fatal."""
+    _stub_v2_env(monkeypatch, tmp_path)
+    stderr = "Error: P1002\n\nThe database server at `db`:`5432` was reached but timed out."
+    monkeypatch.setattr("subprocess.run", _succeed_after(1, stderr))
+
+    with pytest.raises(RuntimeError, match="cannot be auto-recovered"):
+        ProxyExtrasDBManager.setup_database(use_migrate=True, use_v2_resolver=True)
diff --git a/litellm-rust/AGENTS.md b/litellm-rust/AGENTS.md
index 36a5ad5a8f4..b8b6291283d 100644
--- a/litellm-rust/AGENTS.md
+++ b/litellm-rust/AGENTS.md
@@ -1,6 +1,6 @@
 # AGENTS.md
 
-litellm-rust has exactly THREE crates. A crate is a LAYER, not a route. Routes (ocr, realtime, chat) and providers (mistral, openai) are MODULES inside the layers.
+litellm-rust has four crates. A crate is a layer or shared foundation, not a route. Routes (ocr, realtime, chat) and providers (mistral, openai) are modules inside the layers.
 
 ## Crates
 
@@ -8,9 +8,10 @@ litellm-rust has exactly THREE crates. A crate is a LAYER, not a route. Routes (
 |-------|------|
 | litellm-core | The LiteLLM SDK in Rust. One public entrypoint per top-level call (`messages::messages()`), owning types, transforms, provider resolution, auth, and the provider HTTP call. Call it, get a typed response. |
 | litellm-ai-gateway | The axum server (behind the `server` feature) plus the WebSocket hosts. Translates HTTP/WS to core entrypoints; owns no provider logic and no handlers. |
-| litellm-python-bridge | PyO3 cdylib exposing Rust to the litellm Python SDK — marshals Python objects and calls core entrypoints. |
+| litellm-python-interop | Domain-neutral PyO3 foundation for GIL handling and typed Python/Serde conversion. |
+| litellm-python-bridge | PyO3 cdylib exposing LiteLLM Rust APIs to the Python SDK. Owns API registration, domain wiring, and Python exception mapping. |
 
-Dependency direction (acyclic): litellm-core ← litellm-ai-gateway ← litellm-python-bridge.
+Dependency direction is acyclic: `litellm-python-bridge` depends on the domain layers and `litellm-python-interop`; the interop foundation depends on no LiteLLM domain crate.
 
 ## Where a route lives
 
@@ -28,7 +29,7 @@ core/src/messages/
 
 Handlers never live in `ai-gateway`. `ocr`, `audio_transcription`, and `realtime` are still hosted there from before this rule; they move to `core` as they are touched.
 
-Adding a crate: default to a MODULE. New crate ONLY on a real trigger — separate artifact (binary/cdylib), proc-macro, shared foundation, or publishable standalone. A new provider or route is none of these.
+Adding a crate: default to a module. A new crate requires a real trigger: separate artifact (binary/cdylib), proc-macro, shared foundation, or publishable standalone. A new provider or route is none of these.
 
 Adding a crate fails crates/core/tests/workspace_crate_allowlist.rs until you update its allowlist and this file — intentional.
 
diff --git a/litellm-rust/CLAUDE.md b/litellm-rust/CLAUDE.md
index fe6ceedbb86..3dcf1853efc 100644
--- a/litellm-rust/CLAUDE.md
+++ b/litellm-rust/CLAUDE.md
@@ -21,12 +21,13 @@ variants of it. The test for a good abstraction is that adding the next provider
 is a few declarative lines, not a new file of duplicated flow. Only diverge from
 the base when behavior is genuinely different, and say so explicitly in the PR.
 
-## Crates (exactly three — see AGENTS.md)
+## Crates (see AGENTS.md)
 
 `litellm-core` **is** the LiteLLM SDK in Rust: it makes the LLM call.
 `litellm-ai-gateway` is an HTTP/WebSocket server in front of it, and
-`litellm-python-bridge` exposes it to the Python SDK. A crate is a **layer**, not
-a route — add modules, not crates.
+`litellm-python-bridge` exposes it to the Python SDK. `litellm-python-interop`
+holds domain-neutral PyO3 primitives shared by Python-facing Rust code. A crate
+is a layer or shared foundation, not a route; add modules, not crates.
 
 ## Core Boundary
 
@@ -175,7 +176,7 @@ cd litellm-rust
 cargo fmt --check
 # the ai-gateway binary + server code is behind the `server` feature
 cargo clippy -p litellm-ai-gateway --all-targets --features server -- -D warnings
-cargo clippy -p litellm-core -p litellm-python-bridge --all-targets -- -D warnings
+cargo clippy -p litellm-core -p litellm-python-interop -p litellm-python-bridge --all-targets -- -D warnings
 cargo test --workspace
 ```
 
diff --git a/litellm-rust/Cargo.lock b/litellm-rust/Cargo.lock
index 4388e561026..b3dac5ca935 100644
--- a/litellm-rust/Cargo.lock
+++ b/litellm-rust/Cargo.lock
@@ -919,6 +919,12 @@ version = "0.3.33"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "b231ed28831efb4a61a08580c4bc233ec56bc009f4cd8f52da2c3cb97df0c109"
 
+[[package]]
+name = "futures-timer"
+version = "3.0.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "af43fadb8a98512d547e37b4e92e0ced13e205c061b87b4623eff01d918d6968"
+
 [[package]]
 name = "futures-util"
 version = "0.3.33"
@@ -972,6 +978,12 @@ dependencies = [
  "wasm-bindgen",
 ]
 
+[[package]]
+name = "glob"
+version = "0.3.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e4eba85ea1d0a966a983acd07deee566e67395d2d96b6fb39e62b5a833f1eb0b"
+
 [[package]]
 name = "h2"
 version = "0.3.27"
@@ -1380,6 +1392,12 @@ dependencies = [
  "wasm-bindgen",
 ]
 
+[[package]]
+name = "lazy_static"
+version = "1.5.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "bbd2bcb4c963f2ddae06a2efc7e9f3591312473c50c6685e1f298068316e66fe"
+
 [[package]]
 name = "libc"
 version = "0.2.186"
@@ -1404,6 +1422,7 @@ dependencies = [
  "tokio",
  "tokio-tungstenite",
  "tower",
+ "tracing",
 ]
 
 [[package]]
@@ -1423,6 +1442,7 @@ dependencies = [
  "sha2 0.10.9",
  "thiserror 2.0.19",
  "tokio",
+ "tracing",
 ]
 
 [[package]]
@@ -1430,14 +1450,29 @@ name = "litellm-python-bridge"
 version = "0.1.0"
 dependencies = [
  "criterion",
+ "futures-util",
  "litellm-ai-gateway",
  "litellm-core",
+ "litellm-python-interop",
  "pyo3",
  "pyo3-async-runtimes",
- "pythonize",
  "serde",
  "serde_json",
  "tokio",
+ "tokio-tungstenite",
+ "tracing",
+ "tracing-subscriber",
+]
+
+[[package]]
+name = "litellm-python-interop"
+version = "0.1.0"
+dependencies = [
+ "pyo3",
+ "pythonize",
+ "rstest",
+ "serde",
+ "serde_json",
 ]
 
 [[package]]
@@ -1627,6 +1662,15 @@ dependencies = [
  "zerocopy",
 ]
 
+[[package]]
+name = "proc-macro-crate"
+version = "3.5.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e67ba7e9b2b56446f1d419b1d807906278ffa1a658a8a5d8a39dcb1f5a78614f"
+dependencies = [
+ "toml_edit",
+]
+
 [[package]]
 name = "proc-macro2"
 version = "1.0.107"
@@ -1638,9 +1682,9 @@ dependencies = [
 
 [[package]]
 name = "pyo3"
-version = "0.29.0"
+version = "0.29.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "cd274650b21d4bfc26a0a47587962c1edb425f69287324355cd040c3ea66071c"
+checksum = "4688ddedf473e32662b9b067670129a8afb8c18e351482c70d62ba4a88171e8b"
 dependencies = [
  "libc",
  "once_cell",
@@ -1666,18 +1710,18 @@ dependencies = [
 
 [[package]]
 name = "pyo3-build-config"
-version = "0.29.0"
+version = "0.29.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c5e2a7d2f0d013342f295c048ad19237add5154a55b1c5a254c0ec93d4109078"
+checksum = "f41027e41b4bd03f6e60f9f417fe24a6341a6bb744edd62b6f709f2a52ea30e9"
 dependencies = [
  "target-lexicon",
 ]
 
 [[package]]
 name = "pyo3-ffi"
-version = "0.29.0"
+version = "0.29.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ca85c467da1bbc8d866eea5deff9cf29ea5f7785054a17da36e65bda9c05845b"
+checksum = "e591a95526fead067432c3b3a33fc74770b87b1e04e73671090d9c2055a2b327"
 dependencies = [
  "libc",
  "pyo3-build-config",
@@ -1685,9 +1729,9 @@ dependencies = [
 
 [[package]]
 name = "pyo3-macros"
-version = "0.29.0"
+version = "0.29.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9ac53762fd065daa3194dd09337a38bd793a188100fd1a9304c4ab312d901771"
+checksum = "73225868fc1cd84eef2c3c230ddb91273bf1de46aeb8a4248da76d32a0924a1c"
 dependencies = [
  "proc-macro2",
  "pyo3-macros-backend",
@@ -1697,9 +1741,9 @@ dependencies = [
 
 [[package]]
 name = "pyo3-macros-backend"
-version = "0.29.0"
+version = "0.29.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4ca3a1557399783172dc5bf39cfca835157732532cba56b71d2292161e53b362"
+checksum = "571575aa3749fa6216757dd47d2a3e7ef360f329a40f0666a9fbd14889024952"
 dependencies = [
  "heck",
  "proc-macro2",
@@ -1899,6 +1943,12 @@ version = "0.8.11"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "d6f6ff9a378485b298a5286656da665ba74413d36db0979633275d2e708145d4"
 
+[[package]]
+name = "relative-path"
+version = "1.9.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ba39f3699c378cd8970968dcbff9c43159ea4cfbd88d43c00b22f2ef10a435d2"
+
 [[package]]
 name = "reqwest"
 version = "0.12.28"
@@ -1956,6 +2006,35 @@ dependencies = [
  "windows-sys 0.52.0",
 ]
 
+[[package]]
+name = "rstest"
+version = "0.26.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f5a3193c063baaa2a95a33f03035c8a72b83d97a54916055ba22d35ed3839d49"
+dependencies = [
+ "futures-timer",
+ "futures-util",
+ "rstest_macros",
+]
+
+[[package]]
+name = "rstest_macros"
+version = "0.26.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9c845311f0ff7951c5506121a9ad75aec44d083c31583b2ea5a30bcb0b0abba0"
+dependencies = [
+ "cfg-if",
+ "glob",
+ "proc-macro-crate",
+ "proc-macro2",
+ "quote",
+ "regex",
+ "relative-path",
+ "rustc_version",
+ "syn 2.0.119",
+ "unicode-ident",
+]
+
 [[package]]
 name = "rustc-hash"
 version = "2.1.3"
@@ -2210,6 +2289,15 @@ dependencies = [
  "digest 0.11.3",
 ]
 
+[[package]]
+name = "sharded-slab"
+version = "0.1.7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f40ca3c46823713e0d4209592e8d6e826aa57e928f09752619fc696c499637f6"
+dependencies = [
+ "lazy_static",
+]
+
 [[package]]
 name = "shlex"
 version = "2.0.1"
@@ -2348,6 +2436,15 @@ dependencies = [
  "syn 3.0.0",
 ]
 
+[[package]]
+name = "thread_local"
+version = "1.1.10"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1ad99c4c6d32803332c548b1af0540b357b3f5fc0be8f6c6bfe8b2e6ae784070"
+dependencies = [
+ "cfg-if",
+]
+
 [[package]]
 name = "time"
 version = "0.3.53"
@@ -2488,6 +2585,36 @@ dependencies = [
  "tokio",
 ]
 
+[[package]]
+name = "toml_datetime"
+version = "1.1.1+spec-1.1.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "3165f65f62e28e0115a00b2ebdd37eb6f3b641855f9d636d3cd4103767159ad7"
+dependencies = [
+ "serde_core",
+]
+
+[[package]]
+name = "toml_edit"
+version = "0.25.13+spec-1.1.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "6975367e4d2ef766d86af01ffad14b622fecc8d4357a998fbc4deb6e9bacaf9b"
+dependencies = [
+ "indexmap",
+ "toml_datetime",
+ "toml_parser",
+ "winnow",
+]
+
+[[package]]
+name = "toml_parser"
+version = "1.1.3+spec-1.1.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1d38ac1cf9b95face32296c0a3ede1fdc270627c9d9c02a7274dd6d960dc4d56"
+dependencies = [
+ "winnow",
+]
+
 [[package]]
 name = "tower"
 version = "0.5.3"
@@ -2566,6 +2693,17 @@ dependencies = [
  "once_cell",
 ]
 
+[[package]]
+name = "tracing-subscriber"
+version = "0.3.23"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "cb7f578e5945fb242538965c2d0b04418d38ec25c79d160cd279bf0731c8d319"
+dependencies = [
+ "sharded-slab",
+ "thread_local",
+ "tracing-core",
+]
+
 [[package]]
 name = "try-lock"
 version = "0.2.5"
@@ -2903,6 +3041,15 @@ version = "0.52.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "589f6da84c646204747d1270a2a5661ea66ed1cced2631d546fdfb155959f9ec"
 
+[[package]]
+name = "winnow"
+version = "1.0.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "23b97319f7b8343df12cc98938e5c3eb436064524c8d2b4e30a1d3a36eecdf81"
+dependencies = [
+ "memchr",
+]
+
 [[package]]
 name = "writeable"
 version = "0.6.3"
diff --git a/litellm-rust/Cargo.toml b/litellm-rust/Cargo.toml
index c17a0605fc7..643ad985251 100644
--- a/litellm-rust/Cargo.toml
+++ b/litellm-rust/Cargo.toml
@@ -2,6 +2,7 @@
 members = [
     "crates/core",
     "crates/ai-gateway",
+    "crates/python-interop",
     "crates/python-bridge",
 ]
 resolver = "2"
@@ -13,16 +14,20 @@ license = "MIT"
 repository = "https://github.com/BerriAI/litellm"
 
 [workspace.dependencies]
+tracing = "0.1"
+tracing-subscriber = { version = "0.3", default-features = false, features = ["registry", "std"] }
 litellm-core = { path = "crates/core" }
 litellm-ai-gateway = { path = "crates/ai-gateway", default-features = false }
+litellm-python-interop = { path = "crates/python-interop" }
 axum = "0.7"
-pyo3 = "0.29.0"
+pyo3 = "0.29.2"
 pyo3-async-runtimes = { version = "0.29.0", features = ["tokio-runtime"] }
 pythonize = "0.29.0"
 rand = "0.8"
 reqwest = { version = "0.12", default-features = false, features = ["blocking", "json", "rustls-tls", "http2", "stream"] }
+rstest = "0.26.1"
 serde = { version = "1.0", features = ["derive"] }
-serde_json = "1.0"
+serde_json = { version = "1.0", features = ["float_roundtrip"] }
 sha2 = "0.10"
 subtle = "2"
 thiserror = "2.0"
diff --git a/litellm-rust/README.md b/litellm-rust/README.md
index bcccf93300b..a0d79c6f0a5 100644
--- a/litellm-rust/README.md
+++ b/litellm-rust/README.md
@@ -26,9 +26,10 @@ coverage and production evidence.
 |-------|------|
 | litellm-core | The SDK. Per-route entrypoints (`messages::messages()`), types, provider transforms (modules under `providers/`), provider resolution, auth, the provider HTTP call, and the router. |
 | litellm-ai-gateway | The axum server (behind the `server` feature) and WebSocket hosts. Translates HTTP/WS to core entrypoints; no provider handlers. |
-| litellm-python-bridge | PyO3 cdylib exposing Rust to the litellm Python SDK — marshals Python objects and calls core entrypoints. |
+| litellm-python-interop | Domain-neutral PyO3 foundation for GIL handling and typed Python/Serde conversion. |
+| litellm-python-bridge | PyO3 cdylib exposing LiteLLM Rust APIs to the Python SDK. Owns API registration, domain wiring, and Python exception mapping. |
 
-Dependency direction (acyclic): litellm-core ← litellm-ai-gateway ← litellm-python-bridge.
+Dependency direction is acyclic: `litellm-python-bridge` depends on the domain layers and `litellm-python-interop`; the interop foundation depends on no LiteLLM domain crate.
 
 ## Layout
 
@@ -38,7 +39,8 @@ crates/
     src/messages/   mod.rs (entrypoint), types, transformation, prepare, handler, client
     src/providers/anthropic/messages/transformation.rs
   ai-gateway/     Axum server + WebSocket hosts; calls core entrypoints.
-  python-bridge/  PyO3 bridge for Python LiteLLM.
+  python-interop/ Domain-neutral PyO3 conversion and GIL primitives.
+  python-bridge/  PyO3 API adapter for Python LiteLLM.
 ```
 
 The folder shape follows the Python provider tree:
diff --git a/litellm-rust/crates/CODING_STANDARDS/PROVIDER_CODING_STANDARDS.md b/litellm-rust/crates/CODING_STANDARDS/PROVIDER_CODING_STANDARDS.md
index a1860d8a9c9..4a689cb9579 100644
--- a/litellm-rust/crates/CODING_STANDARDS/PROVIDER_CODING_STANDARDS.md
+++ b/litellm-rust/crates/CODING_STANDARDS/PROVIDER_CODING_STANDARDS.md
@@ -54,6 +54,6 @@ Rules for adding or changing an LLM provider/route in `litellm-rust`. `messages`
     cd litellm-rust
     cargo fmt --check
     cargo clippy -p litellm-ai-gateway --all-targets --features server -- -D warnings
-    cargo clippy -p litellm-core -p litellm-python-bridge --all-targets -- -D warnings
+    cargo clippy -p litellm-core -p litellm-python-interop -p litellm-python-bridge --all-targets -- -D warnings
     cargo test --workspace
     ```
diff --git a/litellm-rust/crates/ai-gateway/Cargo.toml b/litellm-rust/crates/ai-gateway/Cargo.toml
index 541beabe170..e3dbdf24ce6 100644
--- a/litellm-rust/crates/ai-gateway/Cargo.toml
+++ b/litellm-rust/crates/ai-gateway/Cargo.toml
@@ -14,6 +14,7 @@ path = "src/main.rs"
 required-features = ["server"]
 
 [dependencies]
+tracing.workspace = true
 litellm-core = { workspace = true, features = ["bedrock-auth"] }
 # reqwest (rustls + json) is used by io/ocr and ships realtime logs to the
 # Python proxy callbacks API.
diff --git a/litellm-rust/crates/ai-gateway/README.md b/litellm-rust/crates/ai-gateway/README.md
index 7a6c620ee84..5cbb47220be 100644
--- a/litellm-rust/crates/ai-gateway/README.md
+++ b/litellm-rust/crates/ai-gateway/README.md
@@ -6,15 +6,16 @@ dials OpenAI upstream, and splices the two sockets frame-by-frame.
 
 ## Crates
 
-`litellm-rust` is exactly three crates (a crate is a **layer**, not a route):
+`litellm-rust` has four crates. A crate is a layer or shared foundation, not a route:
 
 | Crate | Role |
 |-------|------|
 | litellm-core | The LiteLLM SDK in Rust — per-route entrypoints (`messages::messages()`) that resolve the provider, transform, and make the call; plus types, provider transforms, and the router. |
 | litellm-ai-gateway | The Axum server (behind the `server` feature) and WebSocket hosts. Translates HTTP/WS to core entrypoints; no provider handlers. |
-| litellm-python-bridge | PyO3 cdylib exposing Rust to the litellm Python SDK — marshals Python objects and calls core entrypoints. |
+| litellm-python-interop | Domain-neutral PyO3 foundation for GIL handling and typed Python/Serde conversion. |
+| litellm-python-bridge | PyO3 cdylib exposing LiteLLM Rust APIs to the Python SDK. |
 
-Dependency direction (acyclic): litellm-core ← litellm-ai-gateway ← litellm-python-bridge.
+Dependency direction is acyclic: `litellm-python-bridge` depends on the domain layers and `litellm-python-interop`; the interop foundation depends on no LiteLLM domain crate.
 
 - **Client endpoint:** `wss://<host>/v1/realtime?model=<model>` (WebSocket)
 - **Auth:** `Authorization: Bearer $LITELLM_MASTER_KEY` (fails closed if unset)
diff --git a/litellm-rust/crates/ai-gateway/src/audio_transcription/common_utils.rs b/litellm-rust/crates/ai-gateway/src/audio_transcription/common_utils.rs
deleted file mode 100644
index 270d5c2d97a..00000000000
--- a/litellm-rust/crates/ai-gateway/src/audio_transcription/common_utils.rs
+++ /dev/null
@@ -1,48 +0,0 @@
-use std::collections::BTreeMap;
-
-use litellm_core::CoreResult;
-use litellm_core::audio_transcription::transformation::AudioTranscriptionProviderConfig;
-use litellm_core::error::CoreError;
-use litellm_core::providers::bedrock::audio_transcription::BEDROCK_AUDIO_TRANSCRIPTION_CONFIG;
-use serde_json::{Map, Value};
-
-pub(super) fn audio_transcription_provider_config(
-    provider: &str,
-) -> Option<&'static dyn AudioTranscriptionProviderConfig> {
-    match provider {
-        "bedrock" => Some(&BEDROCK_AUDIO_TRANSCRIPTION_CONFIG),
-        _ => None,
-    }
-}
-
-pub(super) fn string_headers(
-    headers: Option<Map<String, Value>>,
-) -> CoreResult<BTreeMap<String, String>> {
-    headers
-        .unwrap_or_default()
-        .into_iter()
-        .map(|(key, value)| {
-            value
-                .as_str()
-                .map(|value| (key.clone(), value.to_string()))
-                .ok_or_else(|| {
-                    CoreError::InvalidRequest(format!(
-                        "audio transcription extra_headers.{key} must be a string"
-                    ))
-                })
-        })
-        .collect()
-}
-
-pub(super) fn has_header(headers: &BTreeMap<String, String>, name: &str) -> bool {
-    headers.keys().any(|key| key.eq_ignore_ascii_case(name))
-}
-
-pub(super) fn truncate_error_body(body: &str) -> String {
-    let truncated: String = body.chars().take(256).collect();
-    if truncated.chars().count() == body.chars().count() {
-        truncated
-    } else {
-        format!("{truncated}... (truncated)")
-    }
-}
diff --git a/litellm-rust/crates/ai-gateway/src/audio_transcription/handler.rs b/litellm-rust/crates/ai-gateway/src/audio_transcription/handler.rs
deleted file mode 100644
index 33c13550f58..00000000000
--- a/litellm-rust/crates/ai-gateway/src/audio_transcription/handler.rs
+++ /dev/null
@@ -1,89 +0,0 @@
-use std::time::SystemTime;
-
-use litellm_core::CoreResult;
-use litellm_core::audio_transcription::transformation::AudioTranscriptionAuth;
-use litellm_core::error::CoreError;
-use litellm_core::providers::bedrock::audio_transcription::aws_auth_config;
-use litellm_core::providers::bedrock::aws_base::{resolve_credentials, sign_bedrock_post};
-use serde_json::Value;
-
-use super::common_utils::truncate_error_body;
-use super::types::ProviderAudioTranscriptionRequest;
-use crate::client::http_client;
-
-pub(crate) async fn execute_audio_transcription_provider_call(
-    request: ProviderAudioTranscriptionRequest,
-) -> CoreResult<Value> {
-    let body = serde_json::to_vec(&request.body).map_err(|error| {
-        CoreError::InvalidRequest(format!("invalid audio request body: {error}"))
-    })?;
-    let mut request_builder = http_client().post(&request.url).body(body.clone());
-    for (key, value) in &request.upstream_headers {
-        request_builder = request_builder.header(key, value);
-    }
-    if let Some(duration) = request.timeout {
-        request_builder = request_builder.timeout(duration);
-    }
-    let response = request_builder
-        .send()
-        .await
-        .map_err(|error| CoreError::Network(error.to_string()))?;
-    let status = response.status();
-    let text = response
-        .text()
-        .await
-        .map_err(|error| CoreError::Network(error.to_string()))?;
-    if !status.is_success() {
-        return Err(CoreError::Http {
-            status: status.as_u16(),
-            body: truncate_error_body(&text),
-        });
-    }
-    let response_json: Value = serde_json::from_str(&text).map_err(|error| {
-        CoreError::InvalidResponse(format!("invalid audio response JSON: {error}"))
-    })?;
-    Ok(request
-        .config
-        .transform_transcription_response(&request.model, response_json)?
-        .into_json())
-}
-
-pub(crate) async fn sign_request(
-    request: &ProviderAudioTranscriptionRequest,
-    optional_params: &serde_json::Map<String, Value>,
-) -> CoreResult<ProviderAudioTranscriptionRequest> {
-    let env_lookup = environment_lookup;
-    let auth = request
-        .config
-        .auth_strategy(&request.model, optional_params, &env_lookup)?;
-    let body = serde_json::to_vec(&request.body).map_err(|error| {
-        CoreError::InvalidRequest(format!("invalid audio request body: {error}"))
-    })?;
-    let mut headers = super::common_utils::string_headers(None)?;
-    headers.insert("Content-Type".to_string(), "application/json".to_string());
-    headers.extend(request.upstream_headers.iter().cloned());
-    match auth {
-        AudioTranscriptionAuth::Bearer => {}
-        AudioTranscriptionAuth::AwsSigV4 { region, .. } => {
-            let credentials =
-                resolve_credentials(aws_auth_config(optional_params, &env_lookup), &env_lookup)
-                    .await?;
-            headers.extend(sign_bedrock_post(
-                &request.url,
-                &body,
-                &headers,
-                &region,
-                &credentials,
-                SystemTime::now(),
-            )?);
-        }
-    }
-    Ok(ProviderAudioTranscriptionRequest {
-        upstream_headers: headers.into_iter().collect(),
-        ..request.clone()
-    })
-}
-
-pub(super) fn environment_lookup(key: &str) -> Option<String> {
-    std::env::var(key).ok()
-}
diff --git a/litellm-rust/crates/ai-gateway/src/audio_transcription/hooks.rs b/litellm-rust/crates/ai-gateway/src/audio_transcription/hooks.rs
index 0c9faeda6e7..dbe2d3a325b 100644
--- a/litellm-rust/crates/ai-gateway/src/audio_transcription/hooks.rs
+++ b/litellm-rust/crates/ai-gateway/src/audio_transcription/hooks.rs
@@ -1,15 +1,14 @@
+use litellm_core::audio_transcription::{
+    AudioTranscriptionRequest as CoreAudioTranscriptionRequest, ProviderAudioTranscriptionRequest,
+    prepare_audio_transcription_provider_call,
+};
+use litellm_core::call_lifecycle::{CallLifecycleContext, CallLifecycleHooks, CallLifecycleTiming};
+use litellm_core::error::Error;
+use serde_json::{Map, Value, json};
 use std::future::Future;
 use std::pin::Pin;
 
-use litellm_core::CoreResult;
-use litellm_core::audio_transcription::transformation::AudioTranscriptionAuth;
-use litellm_core::call_lifecycle::{CallLifecycleContext, CallLifecycleHooks, CallLifecycleTiming};
-use litellm_core::error::CoreError;
-use serde_json::{Map, Value, json};
-
-use super::common_utils::{audio_transcription_provider_config, has_header, string_headers};
-use super::handler::sign_request;
-use super::types::{PreparedAudioTranscriptionRequest, ProviderAudioTranscriptionRequest};
+use super::types::PreparedAudioTranscriptionRequest;
 use crate::integrations::custom_guardrail::{
     CustomGuardrailRunner, GuardrailContext, GuardrailError, GuardrailRequest,
 };
@@ -26,7 +25,7 @@ pub(crate) struct AudioTranscriptionLifecycleHooks {
     request_metadata: RequestMetadata,
 }
 
-type AudioFuture<'a, T> = Pin<Box<dyn Future<Output = CoreResult<T>> + Send + 'a>>;
+type AudioFuture<'a, T> = Pin<Box<dyn Future<Output = Result<T, Error>> + Send + 'a>>;
 type AudioLogFuture<'a> = Pin<Box<dyn Future<Output = ()> + Send + 'a>>;
 
 impl AudioTranscriptionLifecycleHooks {
@@ -45,7 +44,7 @@ impl AudioTranscriptionLifecycleHooks {
     async fn run_pre_call_guardrails(
         &self,
         request: PreparedAudioTranscriptionRequest,
-    ) -> CoreResult<PreparedAudioTranscriptionRequest> {
+    ) -> Result<PreparedAudioTranscriptionRequest, Error> {
         if self.guardrail_runner.is_empty() {
             return Ok(request);
         }
@@ -63,17 +62,17 @@ impl AudioTranscriptionLifecycleHooks {
             .await
             .map_err(guardrail_error_to_core_error)?;
         let Value::Object(mut data) = guardrail_request.data else {
-            return Err(CoreError::InvalidRequest(
+            return Err(Error::InvalidRequest(
                 "audio transcription pre_call guardrail must return an object".to_string(),
             ));
         };
         let audio = data.remove("audio").ok_or_else(|| {
-            CoreError::InvalidRequest("audio transcription guardrail removed audio".to_string())
+            Error::InvalidRequest("audio transcription guardrail removed audio".to_string())
         })?;
         let optional_params = match data.remove("optional_params") {
             Some(Value::Object(value)) => value,
             Some(_) => {
-                return Err(CoreError::InvalidRequest(
+                return Err(Error::InvalidRequest(
                     "audio transcription optional_params must be an object".to_string(),
                 ));
             }
@@ -89,53 +88,36 @@ impl AudioTranscriptionLifecycleHooks {
     async fn prepare_provider_request(
         &self,
         request: PreparedAudioTranscriptionRequest,
-    ) -> CoreResult<ProviderAudioTranscriptionRequest> {
-        let config = audio_transcription_provider_config(&request.custom_llm_provider)
-            .ok_or_else(|| CoreError::InvalidProvider(request.custom_llm_provider.clone()))?;
-        let env_lookup = super::handler::environment_lookup;
-        let headers = string_headers(request.extra_headers)?;
-        let url = config.complete_url(
-            request.api_base.as_deref(),
-            &request.model,
-            &request.optional_params,
-            &env_lookup,
-        )?;
-        let filtered_params = config.map_transcription_params(&request.optional_params);
-        let body = config.transform_transcription_request(
-            &request.model,
-            request.audio,
-            filtered_params,
-        )?;
-        let auth = config.auth_strategy(&request.model, &request.optional_params, &env_lookup)?;
-        let mut upstream_headers = headers.into_iter().collect::<Vec<_>>();
-        if matches!(auth, AudioTranscriptionAuth::Bearer)
-            && !has_header(
-                &upstream_headers
-                    .iter()
-                    .cloned()
-                    .collect::<std::collections::BTreeMap<_, _>>(),
-                "authorization",
-            )
-            && let Some(api_key) = request.api_key.as_deref()
-        {
-            upstream_headers.push(("Authorization".to_string(), format!("Bearer {api_key}")));
-        }
-        let provider_request = ProviderAudioTranscriptionRequest {
-            model: request.model,
-            config,
-            url,
-            body: body.body,
-            upstream_headers,
-            timeout: request.timeout,
-        };
-        let provider_request = self.run_during_call_guardrails(provider_request).await?;
-        sign_request(&provider_request, &request.optional_params).await
+    ) -> Result<ProviderAudioTranscriptionRequest, Error> {
+        let PreparedAudioTranscriptionRequest {
+            model,
+            custom_llm_provider,
+            audio,
+            api_key,
+            api_base,
+            extra_headers,
+            optional_params,
+            timeout,
+            ..
+        } = request;
+        let provider_request =
+            prepare_audio_transcription_provider_call(CoreAudioTranscriptionRequest {
+                model: &model,
+                audio,
+                api_key: api_key.as_deref(),
+                api_base: api_base.as_deref(),
+                custom_llm_provider: Some(&custom_llm_provider),
+                extra_headers,
+                optional_params,
+                timeout,
+            })?;
+        self.run_during_call_guardrails(provider_request).await
     }
 
     async fn run_during_call_guardrails(
         &self,
         request: ProviderAudioTranscriptionRequest,
-    ) -> CoreResult<ProviderAudioTranscriptionRequest> {
+    ) -> Result<ProviderAudioTranscriptionRequest, Error> {
         if self.guardrail_runner.is_empty() {
             return Ok(request);
         }
@@ -144,23 +126,23 @@ impl AudioTranscriptionLifecycleHooks {
             .run_during_call(
                 &guardrail_context(&self.request_metadata),
                 GuardrailRequest::new(json!({
-                    "model": request.model,
-                    "custom_llm_provider": "bedrock",
-                    "url": request.url,
-                    "body": request.body,
+                    "model": request.model(),
+                    "custom_llm_provider": request.custom_llm_provider(),
+                    "url": request.url(),
+                    "body": request.body(),
                 })),
             )
             .await
             .map_err(guardrail_error_to_core_error)?;
         let Value::Object(mut data) = guardrail_request.data else {
-            return Err(CoreError::InvalidRequest(
+            return Err(Error::InvalidRequest(
                 "audio transcription during_call guardrail must return an object".to_string(),
             ));
         };
         let body = data.remove("body").ok_or_else(|| {
-            CoreError::InvalidRequest("audio transcription guardrail removed body".to_string())
+            Error::InvalidRequest("audio transcription guardrail removed body".to_string())
         })?;
-        Ok(ProviderAudioTranscriptionRequest { body, ..request })
+        Ok(request.with_body(body))
     }
 
     fn logging_payload(
@@ -241,7 +223,7 @@ impl CallLifecycleHooks<PreparedAudioTranscriptionRequest, ProviderAudioTranscri
     fn async_log_failure_event<'a>(
         &'a self,
         context: &'a CallLifecycleContext,
-        error: &'a CoreError,
+        error: &'a Error,
         timing: &'a CallLifecycleTiming,
     ) -> Self::FailureFuture<'a> {
         Box::pin(async move {
@@ -281,22 +263,22 @@ fn guardrail_context(metadata: &RequestMetadata) -> GuardrailContext {
     }
 }
 
-fn guardrail_error_to_core_error(error: GuardrailError) -> CoreError {
-    CoreError::InvalidRequest(format!("{}: {}", error.kind, error.message))
+fn guardrail_error_to_core_error(error: GuardrailError) -> Error {
+    Error::InvalidRequest(format!("{}: {}", error.kind, error.message))
 }
 
-fn core_error_kind(error: &CoreError) -> &'static str {
+fn core_error_kind(error: &Error) -> &'static str {
     match error {
-        CoreError::Auth(_) => "AuthError",
-        CoreError::InvalidProvider(_) => "InvalidProvider",
-        CoreError::InvalidRequest(_) => "InvalidRequest",
-        CoreError::InvalidType { .. } => "InvalidType",
-        CoreError::MissingField(_) => "MissingField",
-        CoreError::Http { .. } => "HttpError",
-        CoreError::InvalidResponse(_) => "InvalidResponse",
-        CoreError::Network(_) => "NetworkError",
-        CoreError::Connect(_) => "ConnectError",
-        CoreError::Routing(_) => "RoutingError",
-        CoreError::Unsupported(_) => "UnsupportedRequest",
+        Error::Auth(_) => "AuthError",
+        Error::InvalidProvider(_) => "InvalidProvider",
+        Error::InvalidRequest(_) => "InvalidRequest",
+        Error::InvalidType { .. } => "InvalidType",
+        Error::MissingField(_) => "MissingField",
+        Error::Http { .. } => "HttpError",
+        Error::InvalidResponse(_) => "InvalidResponse",
+        Error::Network(_) => "NetworkError",
+        Error::Connect(_) => "ConnectError",
+        Error::Routing(_) => "RoutingError",
+        Error::Unsupported(_) => "UnsupportedRequest",
     }
 }
diff --git a/litellm-rust/crates/ai-gateway/src/audio_transcription/mod.rs b/litellm-rust/crates/ai-gateway/src/audio_transcription/mod.rs
index 5d33d912c40..03d621b8414 100644
--- a/litellm-rust/crates/ai-gateway/src/audio_transcription/mod.rs
+++ b/litellm-rust/crates/ai-gateway/src/audio_transcription/mod.rs
@@ -1,19 +1,17 @@
-use litellm_core::CoreResult;
+use litellm_core::Error;
+use litellm_core::audio_transcription::execute_audio_transcription_provider_call;
 use litellm_core::call_lifecycle::CallLifecycle;
 use serde_json::Value;
 
-mod common_utils;
-mod handler;
 mod hooks;
 mod prepare;
 mod types;
 
 pub use types::AudioTranscriptionRequest;
 
-use handler::execute_audio_transcription_provider_call;
 use prepare::{PreparedAudioTranscriptionCall, prepare_audio_transcription_call};
 
-pub async fn audio_transcription(request: AudioTranscriptionRequest<'_>) -> CoreResult<Value> {
+pub async fn audio_transcription(request: AudioTranscriptionRequest<'_>) -> Result<Value, Error> {
     let PreparedAudioTranscriptionCall { request, hooks } =
         prepare_audio_transcription_call(request);
     CallLifecycle::default()
diff --git a/litellm-rust/crates/ai-gateway/src/audio_transcription/types.rs b/litellm-rust/crates/ai-gateway/src/audio_transcription/types.rs
index 9697aa98b0a..b470638264e 100644
--- a/litellm-rust/crates/ai-gateway/src/audio_transcription/types.rs
+++ b/litellm-rust/crates/ai-gateway/src/audio_transcription/types.rs
@@ -1,7 +1,6 @@
 use std::sync::Arc;
 use std::time::Duration;
 
-use litellm_core::audio_transcription::transformation::AudioTranscriptionProviderConfig;
 use litellm_core::call_lifecycle::{CallLifecycleContext, CallLifecycleRequest};
 use serde_json::{Map, Value};
 
@@ -46,13 +45,3 @@ impl CallLifecycleRequest for PreparedAudioTranscriptionRequest {
         )
     }
 }
-
-#[derive(Clone)]
-pub(crate) struct ProviderAudioTranscriptionRequest {
-    pub(crate) model: String,
-    pub(crate) config: &'static dyn AudioTranscriptionProviderConfig,
-    pub(crate) url: String,
-    pub(crate) body: Value,
-    pub(crate) upstream_headers: Vec<(String, String)>,
-    pub(crate) timeout: Option<Duration>,
-}
diff --git a/litellm-rust/crates/ai-gateway/src/io/realtime.rs b/litellm-rust/crates/ai-gateway/src/io/realtime.rs
index 845e7bf9527..662f7328982 100644
--- a/litellm-rust/crates/ai-gateway/src/io/realtime.rs
+++ b/litellm-rust/crates/ai-gateway/src/io/realtime.rs
@@ -15,8 +15,7 @@ use std::time::Duration;
 
 use futures_util::stream::{SplitSink, SplitStream};
 use futures_util::{Sink, SinkExt, Stream, StreamExt};
-use litellm_core::CoreResult;
-use litellm_core::error::CoreError;
+use litellm_core::error::Error;
 use litellm_core::realtime::transformation::RealtimeProviderConfig;
 use litellm_core::realtime::types::RealtimeEvent;
 use tokio::net::TcpStream;
@@ -48,7 +47,7 @@ pub(crate) type UpstreamRx = SplitStream<UpstreamWs>;
 /// Resolve the OpenAI API key from the explicit param or the environment.
 ///
 /// Blank/whitespace values are treated as absent (guard at resolution time).
-pub(crate) fn resolve_api_key(api_key: Option<&str>) -> CoreResult<String> {
+pub(crate) fn resolve_api_key(api_key: Option<&str>) -> Result<String, Error> {
     api_key
         .map(str::trim)
         .filter(|key| !key.is_empty())
@@ -58,7 +57,7 @@ pub(crate) fn resolve_api_key(api_key: Option<&str>) -> CoreResult<String> {
                 .ok()
                 .filter(|key| !key.trim().is_empty())
         })
-        .ok_or_else(|| CoreError::Auth(MISSING_KEY_MESSAGE.to_string()))
+        .ok_or_else(|| Error::Auth(MISSING_KEY_MESSAGE.to_string()))
 }
 
 /// Open the upstream WebSocket to OpenAI for `(model, api_key, api_base)`.
@@ -70,24 +69,24 @@ pub(crate) async fn dial_upstream(
     model: &str,
     api_key: &str,
     api_base: Option<&str>,
-) -> CoreResult<UpstreamWs> {
+) -> Result<UpstreamWs, Error> {
     let url = OPENAI_REALTIME_CONFIG.complete_url(api_base, model);
 
     let mut request = url
         .as_str()
         .into_client_request()
-        .map_err(|err| CoreError::Network(err.to_string()))?;
+        .map_err(|err| Error::Network(err.to_string()))?;
     // GA realtime: only Authorization. The legacy OpenAI-Beta header triggers
     // beta_api_shape_disabled, so we do not send it.
     request.headers_mut().insert(
         AUTHORIZATION,
         HeaderValue::from_str(&format!("Bearer {api_key}"))
-            .map_err(|err| CoreError::Auth(err.to_string()))?,
+            .map_err(|err| Error::Auth(err.to_string()))?,
     );
 
     let (upstream, _response) = connect_async(request)
         .await
-        .map_err(|err| CoreError::Network(err.to_string()))?;
+        .map_err(|err| Error::Network(err.to_string()))?;
     Ok(upstream)
 }
 
@@ -96,22 +95,22 @@ pub(crate) async fn dial_upstream(
 /// Used by the pool to pre-read OpenAI's unprompted `session.created`. Returns an
 /// error on a non-text frame, a closed socket, or undecodable JSON so the pool can
 /// discard a misbehaving socket rather than warm it.
-pub(crate) async fn read_event(upstream_rx: &mut UpstreamRx) -> CoreResult<RealtimeEvent> {
+pub(crate) async fn read_event(upstream_rx: &mut UpstreamRx) -> Result<RealtimeEvent, Error> {
     loop {
         let message = upstream_rx
             .next()
             .await
-            .ok_or_else(|| CoreError::Network("upstream closed before first event".to_string()))?
-            .map_err(|err| CoreError::Network(err.to_string()))?;
+            .ok_or_else(|| Error::Network("upstream closed before first event".to_string()))?
+            .map_err(|err| Error::Network(err.to_string()))?;
         match message {
             Message::Text(text) => {
                 return serde_json::from_str(&text)
-                    .map_err(|err| CoreError::InvalidResponse(err.to_string()));
+                    .map_err(|err| Error::InvalidResponse(err.to_string()));
             }
             // Ignore protocol frames (ping/pong) while waiting for the first event.
             Message::Ping(_) | Message::Pong(_) => continue,
             Message::Close(_) => {
-                return Err(CoreError::Network(
+                return Err(Error::Network(
                     "upstream closed before first event".to_string(),
                 ));
             }
@@ -139,7 +138,7 @@ pub(crate) async fn splice<In, Out>(
     mut observe: impl FnMut(&RealtimeEvent) + Send,
     mut client_in: In,
     mut client_out: Out,
-) -> CoreResult<()>
+) -> Result<(), Error>
 where
     In: Stream<Item = RealtimeEvent> + Unpin + Send,
     Out: Sink<RealtimeEvent> + Unpin + Send,
@@ -154,7 +153,7 @@ where
             client_out
                 .send(outbound)
                 .await
-                .map_err(|err| CoreError::Network(err.to_string()))?;
+                .map_err(|err| Error::Network(err.to_string()))?;
         }
     }
 
@@ -175,26 +174,26 @@ where
                 // inflate its own spend log. Logging observes upstream events only.
                 for outbound in config.transform_realtime_request(&event, model)?.events {
                     let payload = serde_json::to_string(&outbound)
-                        .map_err(|err| CoreError::InvalidResponse(err.to_string()))?;
+                        .map_err(|err| Error::InvalidResponse(err.to_string()))?;
                     upstream_tx
                         .send(Message::Text(payload))
                         .await
-                        .map_err(|err| CoreError::Network(err.to_string()))?;
+                        .map_err(|err| Error::Network(err.to_string()))?;
                 }
             }
             // upstream -> client
             upstream_message = upstream_rx.next() => {
                 let Some(message) = upstream_message else { break }; // upstream closed
-                match message.map_err(|err| CoreError::Network(err.to_string()))? {
+                match message.map_err(|err| Error::Network(err.to_string()))? {
                     Message::Text(text) => {
                         let event: RealtimeEvent = serde_json::from_str(&text)
-                            .map_err(|err| CoreError::InvalidResponse(err.to_string()))?;
+                            .map_err(|err| Error::InvalidResponse(err.to_string()))?;
                         observe(&event);
                         for outbound in config.transform_realtime_response(&event, model)?.events {
                             client_out
                                 .send(outbound)
                                 .await
-                                .map_err(|err| CoreError::Network(err.to_string()))?;
+                                .map_err(|err| Error::Network(err.to_string()))?;
                         }
                     }
                     Message::Close(_) => break,
@@ -225,7 +224,7 @@ pub async fn realtime<In, Out>(
     observe: impl FnMut(&RealtimeEvent) + Send,
     client_in: In,
     client_out: Out,
-) -> CoreResult<()>
+) -> Result<(), Error>
 where
     In: Stream<Item = RealtimeEvent> + Unpin + Send,
     Out: Sink<RealtimeEvent> + Unpin + Send,
@@ -258,7 +257,7 @@ pub async fn realtime_warm<In, Out>(
     observe: impl FnMut(&RealtimeEvent) + Send,
     client_in: In,
     client_out: Out,
-) -> CoreResult<()>
+) -> Result<(), Error>
 where
     In: Stream<Item = RealtimeEvent> + Unpin + Send,
     Out: Sink<RealtimeEvent> + Unpin + Send,
diff --git a/litellm-rust/crates/ai-gateway/src/io/realtime_pool.rs b/litellm-rust/crates/ai-gateway/src/io/realtime_pool.rs
index 4a1a3cd1166..49e9c459a88 100644
--- a/litellm-rust/crates/ai-gateway/src/io/realtime_pool.rs
+++ b/litellm-rust/crates/ai-gateway/src/io/realtime_pool.rs
@@ -28,7 +28,7 @@ use std::sync::{Arc, Mutex};
 use std::time::{Duration, Instant};
 
 use futures_util::StreamExt;
-use litellm_core::CoreResult;
+use litellm_core::Error;
 use litellm_core::realtime::types::RealtimeEvent;
 
 use crate::io::realtime::{
@@ -438,7 +438,7 @@ impl RealtimePool {
 ///
 /// `key.api_key` is already resolved (non-blank). The first frame OpenAI sends
 /// unprompted is `session.created`; we buffer exactly that and read nothing more.
-async fn warm_one(key: &UpstreamKey) -> CoreResult<WarmConnection> {
+async fn warm_one(key: &UpstreamKey) -> Result<WarmConnection, Error> {
     let upstream: UpstreamWs =
         dial_upstream(&key.model, &key.api_key, key.api_base.as_deref()).await?;
     let (tx, mut rx) = upstream.split();
diff --git a/litellm-rust/crates/ai-gateway/src/io/responses_ws.rs b/litellm-rust/crates/ai-gateway/src/io/responses_ws.rs
index 9b51019f4bc..0b01747b1a5 100644
--- a/litellm-rust/crates/ai-gateway/src/io/responses_ws.rs
+++ b/litellm-rust/crates/ai-gateway/src/io/responses_ws.rs
@@ -4,10 +4,10 @@ use std::time::Duration;
 
 use futures_util::stream::{SplitSink, SplitStream};
 use futures_util::{Sink, SinkExt, Stream, StreamExt};
+use litellm_core::Error;
 use litellm_core::providers::openai::responses::transformation::OPENAI_RESPONSES_WS_CONFIG;
 use litellm_core::responses::types::ResponsesWsEvent;
 use litellm_core::responses::websocket::ResponsesWebSocketProviderConfig;
-use litellm_core::{CoreError, CoreResult};
 use tokio::net::TcpStream;
 use tokio::sync::Mutex;
 use tokio_tungstenite::tungstenite::Message;
@@ -37,51 +37,49 @@ impl ResponsesWebSocketConnection {
         url: &str,
         headers: &HashMap<String, String>,
         timeout: Option<Duration>,
-    ) -> CoreResult<Self> {
+    ) -> Result<Self, Error> {
         let mut request = url
             .into_client_request()
-            .map_err(|error| CoreError::Network(error.to_string()))?;
+            .map_err(|error| Error::Network(error.to_string()))?;
         for (name, value) in headers {
             let header_name = name
                 .parse::<HeaderName>()
-                .map_err(|error| CoreError::InvalidRequest(error.to_string()))?;
+                .map_err(|error| Error::InvalidRequest(error.to_string()))?;
             let header_value = HeaderValue::from_str(value)
-                .map_err(|error| CoreError::InvalidRequest(error.to_string()))?;
+                .map_err(|error| Error::InvalidRequest(error.to_string()))?;
             request.headers_mut().insert(header_name, header_value);
         }
         let connect = connect_async(request);
         let result = match timeout {
             Some(timeout) => tokio::time::timeout(timeout, connect).await.map_err(|_| {
-                CoreError::Network("Responses WebSocket connection timed out".to_string())
+                Error::Network("Responses WebSocket connection timed out".to_string())
             })?,
             None => connect.await,
         };
         let (socket, _) = result.map_err(|error| match error {
-            tokio_tungstenite::tungstenite::Error::Http(response) => CoreError::Http {
+            tokio_tungstenite::tungstenite::Error::Http(response) => Error::Http {
                 status: response.status().as_u16(),
                 body: String::new(),
             },
-            other => CoreError::Network(other.to_string()),
+            other => Error::Network(other.to_string()),
         })?;
         Ok(Self {
             socket: Arc::new(Mutex::new(Some(socket))),
         })
     }
 
-    pub async fn send_text(&self, text: String) -> CoreResult<()> {
+    pub async fn send_text(&self, text: String) -> Result<(), Error> {
         let mut socket = self.socket.lock().await;
         let Some(socket) = socket.as_mut() else {
-            return Err(CoreError::Network(
-                "Responses WebSocket is closed".to_string(),
-            ));
+            return Err(Error::Network("Responses WebSocket is closed".to_string()));
         };
         socket
             .send(Message::Text(text))
             .await
-            .map_err(|error| CoreError::Network(error.to_string()))
+            .map_err(|error| Error::Network(error.to_string()))
     }
 
-    pub async fn recv_text(&self) -> CoreResult<Option<String>> {
+    pub async fn recv_text(&self) -> Result<Option<String>, Error> {
         let mut socket_guard = self.socket.lock().await;
         let Some(socket) = socket_guard.as_mut() else {
             return Ok(None);
@@ -90,27 +88,27 @@ impl ResponsesWebSocketConnection {
             Some(Ok(Message::Text(text))) => Ok(Some(text)),
             Some(Ok(Message::Binary(bytes))) => String::from_utf8(bytes.to_vec())
                 .map(Some)
-                .map_err(|error| CoreError::InvalidResponse(error.to_string())),
+                .map_err(|error| Error::InvalidResponse(error.to_string())),
             Some(Ok(Message::Close(_))) | None => Ok(None),
             Some(Ok(_)) => Ok(None),
-            Some(Err(error)) => Err(CoreError::Network(error.to_string())),
+            Some(Err(error)) => Err(Error::Network(error.to_string())),
         }
     }
 
-    pub async fn close(&self) -> CoreResult<()> {
+    pub async fn close(&self) -> Result<(), Error> {
         let mut socket = self.socket.lock().await;
         if let Some(socket) = socket.as_mut() {
             socket
                 .close(None)
                 .await
-                .map_err(|error| CoreError::Network(error.to_string()))?;
+                .map_err(|error| Error::Network(error.to_string()))?;
         }
         *socket = None;
         Ok(())
     }
 }
 
-pub(crate) fn resolve_api_key(api_key: Option<&str>) -> CoreResult<String> {
+pub(crate) fn resolve_api_key(api_key: Option<&str>) -> Result<String, Error> {
     api_key
         .map(str::trim)
         .filter(|value| !value.is_empty())
@@ -120,38 +118,38 @@ pub(crate) fn resolve_api_key(api_key: Option<&str>) -> CoreResult<String> {
                 .ok()
                 .filter(|value| !value.trim().is_empty())
         })
-        .ok_or_else(|| CoreError::Auth(MISSING_KEY_MESSAGE.to_string()))
+        .ok_or_else(|| Error::Auth(MISSING_KEY_MESSAGE.to_string()))
 }
 
 async fn dial_upstream(
     model: &str,
     api_key: &str,
     api_base: Option<&str>,
-) -> CoreResult<ResponsesUpstreamWs> {
+) -> Result<ResponsesUpstreamWs, Error> {
     let url = OPENAI_RESPONSES_WS_CONFIG.complete_websocket_url(api_base, model);
     let mut request = url
         .as_str()
         .into_client_request()
-        .map_err(|error| CoreError::Network(error.to_string()))?;
+        .map_err(|error| Error::Network(error.to_string()))?;
     request.headers_mut().insert(
         AUTHORIZATION,
         HeaderValue::from_str(&format!("Bearer {api_key}"))
-            .map_err(|error| CoreError::Auth(error.to_string()))?,
+            .map_err(|error| Error::Auth(error.to_string()))?,
     );
     let result = tokio::time::timeout(
         Duration::from_secs(DEFAULT_RESPONSES_WS_CONNECT_TIMEOUT_SECS),
         connect_async(request),
     )
     .await
-    .map_err(|_| CoreError::Network("Responses WebSocket connection timed out".to_string()))?;
+    .map_err(|_| Error::Network("Responses WebSocket connection timed out".to_string()))?;
     result
         .map(|(socket, _)| socket)
         .map_err(|error| match error {
-            tokio_tungstenite::tungstenite::Error::Http(response) => CoreError::Http {
+            tokio_tungstenite::tungstenite::Error::Http(response) => Error::Http {
                 status: response.status().as_u16(),
                 body: String::new(),
             },
-            other => CoreError::Network(other.to_string()),
+            other => Error::Network(other.to_string()),
         })
 }
 
@@ -166,7 +164,7 @@ impl ResponsesWebSocketStreaming {
         observe: impl FnMut(&ResponsesWsEvent) + Send,
         client_in: In,
         client_out: Out,
-    ) -> CoreResult<()>
+    ) -> Result<(), Error>
     where
         In: Stream<Item = ResponsesWsEvent> + Unpin + Send,
         Out: Sink<ResponsesWsEvent> + Unpin + Send,
@@ -193,7 +191,7 @@ pub(crate) async fn splice<In, Out>(
     mut observe: impl FnMut(&ResponsesWsEvent) + Send,
     mut client_in: In,
     mut client_out: Out,
-) -> CoreResult<()>
+) -> Result<(), Error>
 where
     In: Stream<Item = ResponsesWsEvent> + Unpin + Send,
     Out: Sink<ResponsesWsEvent> + Unpin + Send,
@@ -210,18 +208,18 @@ where
                     .events
                 {
                     let payload = serde_json::to_string(&outbound)
-                        .map_err(|error| CoreError::InvalidResponse(error.to_string()))?;
+                        .map_err(|error| Error::InvalidResponse(error.to_string()))?;
                     upstream_tx.send(Message::Text(payload))
                         .await
-                        .map_err(|error| CoreError::Network(error.to_string()))?;
+                        .map_err(|error| Error::Network(error.to_string()))?;
                 }
             }
             message = upstream_rx.next() => {
                 let Some(message) = message else { break };
-                match message.map_err(|error| CoreError::Network(error.to_string()))? {
+                match message.map_err(|error| Error::Network(error.to_string()))? {
                     Message::Text(text) => {
                         let event = serde_json::from_str::<ResponsesWsEvent>(&text)
-                            .map_err(|error| CoreError::InvalidResponse(error.to_string()))?;
+                            .map_err(|error| Error::InvalidResponse(error.to_string()))?;
                         observe(&event);
                         for outbound in OPENAI_RESPONSES_WS_CONFIG
                             .transform_ws_response(&event, model)?
@@ -229,7 +227,7 @@ where
                         {
                             client_out.send(outbound)
                                 .await
-                                .map_err(|error| CoreError::Network(error.to_string()))?;
+                                .map_err(|error| Error::Network(error.to_string()))?;
                         }
                     }
                     Message::Close(_) => break,
@@ -252,7 +250,7 @@ pub async fn async_responses_websocket<In, Out>(
     mut observe: impl FnMut(&ResponsesWsEvent) + Send,
     client_in: In,
     client_out: Out,
-) -> CoreResult<()>
+) -> Result<(), Error>
 where
     In: Stream<Item = ResponsesWsEvent> + Unpin + Send,
     Out: Sink<ResponsesWsEvent> + Unpin + Send,
@@ -267,11 +265,11 @@ where
             .events
         {
             let payload = serde_json::to_string(&outbound)
-                .map_err(|error| CoreError::InvalidResponse(error.to_string()))?;
+                .map_err(|error| Error::InvalidResponse(error.to_string()))?;
             upstream_tx
                 .send(Message::Text(payload))
                 .await
-                .map_err(|error| CoreError::Network(error.to_string()))?;
+                .map_err(|error| Error::Network(error.to_string()))?;
         }
     }
     ResponsesWebSocketStreaming::bidirectional_forward(
@@ -296,7 +294,7 @@ pub async fn responses_ws<In, Out>(
     observe: impl FnMut(&ResponsesWsEvent) + Send,
     client_in: In,
     client_out: Out,
-) -> CoreResult<()>
+) -> Result<(), Error>
 where
     In: Stream<Item = ResponsesWsEvent> + Unpin + Send,
     Out: Sink<ResponsesWsEvent> + Unpin + Send,
@@ -514,7 +512,7 @@ mod tests {
         )
         .await
         .expect_err("status error");
-        assert!(matches!(error, CoreError::Http { status: 401, .. }));
+        assert!(matches!(error, Error::Http { status: 401, .. }));
         server.await.expect("server task");
     }
 
@@ -543,7 +541,7 @@ mod tests {
         )
         .await
         .expect_err("status error");
-        assert!(matches!(error, CoreError::Http { status: 500, .. }));
+        assert!(matches!(error, Error::Http { status: 500, .. }));
         server.await.expect("server task");
     }
 }
diff --git a/litellm-rust/crates/ai-gateway/src/ocr/common_utils.rs b/litellm-rust/crates/ai-gateway/src/ocr/common_utils.rs
index 9bc2818b6e7..c1fb328893b 100644
--- a/litellm-rust/crates/ai-gateway/src/ocr/common_utils.rs
+++ b/litellm-rust/crates/ai-gateway/src/ocr/common_utils.rs
@@ -3,8 +3,7 @@ use std::time::{Duration, Instant};
 
 use base64::Engine;
 use base64::engine::general_purpose::STANDARD as BASE64_STANDARD;
-use litellm_core::CoreResult;
-use litellm_core::error::CoreError;
+use litellm_core::error::Error;
 use litellm_core::ocr::transformation::OcrProviderConfig;
 use reqwest::Url;
 use serde_json::{Map, Value};
@@ -33,6 +32,7 @@ pub(super) fn truncate_error_body(body: &str) -> String {
     format!("{truncated}... (truncated)")
 }
 
+#[tracing::instrument(target = "litellm::function_trace", level = "trace", skip_all)]
 pub(super) fn ocr_provider_config(
     provider: &str,
     model: &str,
@@ -56,7 +56,7 @@ fn is_azure_document_intelligence_model(model: &str) -> bool {
 
 pub(super) fn string_headers(
     extra_headers: Option<Map<String, Value>>,
-) -> CoreResult<Vec<(String, String)>> {
+) -> Result<Vec<(String, String)>, Error> {
     extra_headers
         .unwrap_or_default()
         .into_iter()
@@ -65,7 +65,7 @@ pub(super) fn string_headers(
                 .as_str()
                 .map(|value| (key.clone(), value.to_string()))
                 .ok_or_else(|| {
-                    CoreError::InvalidRequest(format!(
+                    Error::InvalidRequest(format!(
                         "OCR extra_headers.{key} must be a string, got {}",
                         litellm_core::error::json_type_name(&value)
                     ))
@@ -74,13 +74,7 @@ pub(super) fn string_headers(
         .collect()
 }
 
-pub(super) fn has_header(headers: &[(String, String)], name: &str) -> bool {
-    headers
-        .iter()
-        .any(|(key, _)| key.eq_ignore_ascii_case(name))
-}
-
-fn document_url_field(document: &Value) -> CoreResult<Option<(&str, &str)>> {
+fn document_url_field(document: &Value) -> Result<Option<(&str, &str)>, Error> {
     let Some(object) = document.as_object() else {
         return Ok(None);
     };
@@ -138,13 +132,13 @@ fn is_blocked_ip(ip: IpAddr) -> bool {
     }
 }
 
-fn blocked_url_error(url: &Url) -> CoreError {
-    CoreError::InvalidRequest(format!(
+fn blocked_url_error(url: &Url) -> Error {
+    Error::InvalidRequest(format!(
         "OCR document URL rejected by SSRF protection: {url}"
     ))
 }
 
-async fn validate_safe_fetch_url(url: &Url) -> CoreResult<()> {
+async fn validate_safe_fetch_url(url: &Url) -> Result<(), Error> {
     if !matches!(url.scheme(), "http" | "https") {
         return Err(blocked_url_error(url));
     }
@@ -162,7 +156,7 @@ async fn validate_safe_fetch_url(url: &Url) -> CoreResult<()> {
         .ok_or_else(|| blocked_url_error(url))?;
     let addresses = tokio::net::lookup_host((host, port))
         .await
-        .map_err(|err| CoreError::Network(err.to_string()))?;
+        .map_err(|err| Error::Network(err.to_string()))?;
     let mut saw_address = false;
     for address in addresses {
         saw_address = true;
@@ -176,25 +170,25 @@ async fn validate_safe_fetch_url(url: &Url) -> CoreResult<()> {
     Ok(())
 }
 
-fn redirect_location(response: &reqwest::Response, url: &Url) -> CoreResult<Url> {
+fn redirect_location(response: &reqwest::Response, url: &Url) -> Result<Url, Error> {
     let location = response
         .headers()
         .get(reqwest::header::LOCATION)
         .and_then(|value| value.to_str().ok())
         .ok_or_else(|| {
-            CoreError::InvalidResponse("OCR document redirect missing Location header".to_string())
+            Error::InvalidResponse("OCR document redirect missing Location header".to_string())
         })?;
     url.join(location)
-        .map_err(|err| CoreError::InvalidResponse(format!("invalid OCR document redirect: {err}")))
+        .map_err(|err| Error::InvalidResponse(format!("invalid OCR document redirect: {err}")))
 }
 
-async fn safe_get_document_url(url: &str) -> CoreResult<(Url, reqwest::Response)> {
+async fn safe_get_document_url(url: &str) -> Result<(Url, reqwest::Response), Error> {
     let client = reqwest::Client::builder()
         .redirect(reqwest::redirect::Policy::none())
         .build()
-        .map_err(|err| CoreError::Network(err.to_string()))?;
+        .map_err(|err| Error::Network(err.to_string()))?;
     let mut current_url = Url::parse(url)
-        .map_err(|err| CoreError::InvalidRequest(format!("invalid OCR document URL: {err}")))?;
+        .map_err(|err| Error::InvalidRequest(format!("invalid OCR document URL: {err}")))?;
 
     for _ in 0..MAX_SAFE_FETCH_REDIRECTS {
         validate_safe_fetch_url(&current_url).await?;
@@ -202,28 +196,28 @@ async fn safe_get_document_url(url: &str) -> CoreResult<(Url, reqwest::Response)
             .get(current_url.clone())
             .send()
             .await
-            .map_err(|err| CoreError::Network(err.to_string()))?;
+            .map_err(|err| Error::Network(err.to_string()))?;
         if !response.status().is_redirection() {
             return Ok((current_url, response));
         }
         current_url = redirect_location(&response, &current_url)?;
     }
 
-    Err(CoreError::InvalidRequest(
+    Err(Error::InvalidRequest(
         "Too many redirects while fetching OCR document URL".to_string(),
     ))
 }
 
-fn enforce_download_size(content_length: u64, max_bytes: u64, url: &Url) -> CoreResult<()> {
+fn enforce_download_size(content_length: u64, max_bytes: u64, url: &Url) -> Result<(), Error> {
     if max_bytes == 0 {
-        return Err(CoreError::InvalidRequest(format!(
+        return Err(Error::InvalidRequest(format!(
             "OCR document URL download is disabled (MAX_IMAGE_URL_DOWNLOAD_SIZE_MB=0). url={url}"
         )));
     }
     if content_length > max_bytes {
         let size_mb = content_length as f64 / (1024.0 * 1024.0);
         let max_size_mb = max_bytes as f64 / (1024.0 * 1024.0);
-        return Err(CoreError::InvalidRequest(format!(
+        return Err(Error::InvalidRequest(format!(
             "OCR document size ({size_mb:.2}MB) exceeds maximum allowed size ({max_size_mb:.2}MB). url={url}"
         )));
     }
@@ -233,7 +227,7 @@ fn enforce_download_size(content_length: u64, max_bytes: u64, url: &Url) -> Core
 async fn read_response_with_limit(
     mut response: reqwest::Response,
     url: &Url,
-) -> CoreResult<Vec<u8>> {
+) -> Result<Vec<u8>, Error> {
     let max_bytes = max_document_download_bytes();
     if let Some(content_length) = response.content_length() {
         enforce_download_size(content_length, max_bytes, url)?;
@@ -246,7 +240,7 @@ async fn read_response_with_limit(
     while let Some(chunk) = response
         .chunk()
         .await
-        .map_err(|err| CoreError::Network(err.to_string()))?
+        .map_err(|err| Error::Network(err.to_string()))?
     {
         bytes_downloaded += chunk.len() as u64;
         enforce_download_size(bytes_downloaded, max_bytes, url)?;
@@ -255,7 +249,7 @@ async fn read_response_with_limit(
     Ok(bytes)
 }
 
-pub(super) async fn convert_document_url_to_data_uri(document: Value) -> CoreResult<Value> {
+pub(super) async fn convert_document_url_to_data_uri(document: Value) -> Result<Value, Error> {
     let Some((field, url)) = document_url_field(&document)? else {
         return Ok(document);
     };
@@ -267,7 +261,7 @@ pub(super) async fn convert_document_url_to_data_uri(document: Value) -> CoreRes
     let status = response.status();
     if !status.is_success() {
         let body = response.text().await.unwrap_or_default();
-        return Err(CoreError::Http {
+        return Err(Error::Http {
             status: status.as_u16(),
             body: truncate_error_body(&body),
         });
@@ -290,7 +284,7 @@ pub(super) async fn convert_document_url_to_data_uri(document: Value) -> CoreRes
     let mut transformed = document
         .as_object()
         .cloned()
-        .ok_or_else(|| CoreError::InvalidRequest("OCR document must be an object".to_string()))?;
+        .ok_or_else(|| Error::InvalidRequest("OCR document must be an object".to_string()))?;
     transformed.insert(field.to_string(), Value::String(data_uri));
     Ok(Value::Object(transformed))
 }
@@ -316,11 +310,11 @@ fn retry_after_secs(response: &reqwest::Response) -> u64 {
         .unwrap_or(2)
 }
 
-fn operation_status(response_json: &Value) -> CoreResult<&str> {
+fn operation_status(response_json: &Value) -> Result<&str, Error> {
     let status = response_json
         .get("status")
         .and_then(Value::as_str)
-        .ok_or(CoreError::MissingField("status"))?;
+        .ok_or(Error::MissingField("status"))?;
     match status {
         "succeeded" => Ok("succeeded"),
         "running" | "notStarted" => Ok("running"),
@@ -330,11 +324,11 @@ fn operation_status(response_json: &Value) -> CoreResult<&str> {
                 .and_then(|error| error.get("message"))
                 .and_then(Value::as_str)
                 .unwrap_or("Unknown error");
-            Err(CoreError::InvalidResponse(format!(
+            Err(Error::InvalidResponse(format!(
                 "Azure Document Intelligence analysis failed: {message}"
             )))
         }
-        other => Err(CoreError::InvalidResponse(format!(
+        other => Err(Error::InvalidResponse(format!(
             "Unknown operation status: {other}"
         ))),
     }
@@ -345,9 +339,9 @@ pub(super) async fn poll_document_intelligence(
     original_url: &str,
     headers: &[(String, String)],
     timeout: Option<Duration>,
-) -> CoreResult<Value> {
+) -> Result<Value, Error> {
     if !same_origin(operation_url, original_url) {
-        return Err(CoreError::InvalidResponse(
+        return Err(Error::InvalidResponse(
             "Azure Document Intelligence: rejected cross-origin polling URL".to_string(),
         ));
     }
@@ -358,7 +352,7 @@ pub(super) async fn poll_document_intelligence(
     ));
     loop {
         if start.elapsed() > timeout {
-            return Err(CoreError::Network(format!(
+            return Err(Error::Network(format!(
                 "Azure Document Intelligence operation polling timed out after {} seconds",
                 timeout.as_secs()
             )));
@@ -373,21 +367,21 @@ pub(super) async fn poll_document_intelligence(
         let response = request_builder
             .send()
             .await
-            .map_err(|err| CoreError::Network(err.to_string()))?;
+            .map_err(|err| Error::Network(err.to_string()))?;
         let retry_after = retry_after_secs(&response);
         let status = response.status();
         let text = response
             .text()
             .await
-            .map_err(|err| CoreError::Network(err.to_string()))?;
+            .map_err(|err| Error::Network(err.to_string()))?;
         if !status.is_success() {
-            return Err(CoreError::Http {
+            return Err(Error::Http {
                 status: status.as_u16(),
                 body: truncate_error_body(&text),
             });
         }
         let response_json: Value = serde_json::from_str(&text).map_err(|err| {
-            CoreError::InvalidResponse(format!("invalid Azure DI poll response JSON: {err}"))
+            Error::InvalidResponse(format!("invalid Azure DI poll response JSON: {err}"))
         })?;
         if operation_status(&response_json)? == "succeeded" {
             return Ok(response_json);
@@ -426,7 +420,7 @@ mod tests {
 
         assert!(matches!(
             error,
-            CoreError::InvalidRequest(message)
+            Error::InvalidRequest(message)
                 if message.contains("SSRF protection")
         ));
     }
diff --git a/litellm-rust/crates/ai-gateway/src/ocr/handler.rs b/litellm-rust/crates/ai-gateway/src/ocr/handler.rs
index 1de34eb400e..856d9571201 100644
--- a/litellm-rust/crates/ai-gateway/src/ocr/handler.rs
+++ b/litellm-rust/crates/ai-gateway/src/ocr/handler.rs
@@ -1,13 +1,19 @@
-use litellm_core::CoreResult;
-use litellm_core::error::CoreError;
+use litellm_core::error::Error;
+use litellm_core::http_utils::http_request;
 use litellm_core::ocr::transformation::OcrResponseHandling;
 use serde_json::Value;
 
 use super::common_utils::{poll_document_intelligence, truncate_error_body};
-use super::types::ProviderOcrRequest;
+use super::hooks::OcrLifecycleHooks;
+use super::types::PreparedOcrRequest;
 use crate::client::http_client;
 
-pub(crate) async fn execute_ocr_provider_call(request: ProviderOcrRequest) -> CoreResult<Value> {
+#[tracing::instrument(target = "litellm::function_trace", level = "trace", skip_all)]
+pub(crate) async fn execute_ocr_provider_call(
+    request: PreparedOcrRequest,
+    hooks: &OcrLifecycleHooks,
+) -> Result<Value, Error> {
+    let request = hooks.prepare_provider_request(request).await?;
     let mut request_builder = http_client().post(&request.url).json(&request.body);
     for (key, value) in &request.upstream_headers {
         request_builder = request_builder.header(key, value);
@@ -16,10 +22,9 @@ pub(crate) async fn execute_ocr_provider_call(request: ProviderOcrRequest) -> Co
         request_builder = request_builder.timeout(duration);
     }
 
-    let response = request_builder
-        .send()
+    let response = http_request(request_builder)
         .await
-        .map_err(|err| CoreError::Network(err.to_string()))?;
+        .map_err(|err| Error::Network(err.to_string()))?;
 
     let status = response.status();
     if request.config.response_handling() == OcrResponseHandling::AzureDocumentIntelligencePoll
@@ -31,7 +36,7 @@ pub(crate) async fn execute_ocr_provider_call(request: ProviderOcrRequest) -> Co
             .and_then(|value| value.to_str().ok())
             .map(str::to_string)
             .ok_or_else(|| {
-                CoreError::InvalidResponse(
+                Error::InvalidResponse(
                     "Azure Document Intelligence returned 202 but no Operation-Location header found"
                         .to_string(),
                 )
@@ -52,17 +57,17 @@ pub(crate) async fn execute_ocr_provider_call(request: ProviderOcrRequest) -> Co
     let text = response
         .text()
         .await
-        .map_err(|err| CoreError::Network(err.to_string()))?;
+        .map_err(|err| Error::Network(err.to_string()))?;
 
     if !status.is_success() {
-        return Err(CoreError::Http {
+        return Err(Error::Http {
             status: status.as_u16(),
             body: truncate_error_body(&text),
         });
     }
 
     let response_json: Value = serde_json::from_str(&text)
-        .map_err(|err| CoreError::InvalidResponse(format!("invalid OCR response JSON: {err}")))?;
+        .map_err(|err| Error::InvalidResponse(format!("invalid OCR response JSON: {err}")))?;
 
     Ok(request
         .config
diff --git a/litellm-rust/crates/ai-gateway/src/ocr/hooks.rs b/litellm-rust/crates/ai-gateway/src/ocr/hooks.rs
index 95df566dc53..f8c4f8fe8c5 100644
--- a/litellm-rust/crates/ai-gateway/src/ocr/hooks.rs
+++ b/litellm-rust/crates/ai-gateway/src/ocr/hooks.rs
@@ -1,15 +1,10 @@
+use litellm_core::call_lifecycle::{CallLifecycleContext, CallLifecycleHooks, CallLifecycleTiming};
+use litellm_core::error::Error;
+use serde_json::{Map, Value, json};
 use std::future::Future;
 use std::pin::Pin;
 
-use litellm_core::CoreResult;
-use litellm_core::call_lifecycle::{CallLifecycleContext, CallLifecycleHooks, CallLifecycleTiming};
-use litellm_core::error::CoreError;
-use litellm_core::ocr::transformation::OcrAuthStrategy;
-use serde_json::{Map, Value, json};
-
-use super::common_utils::{
-    convert_document_url_to_data_uri, has_header, ocr_provider_config, string_headers,
-};
+use super::common_utils::{convert_document_url_to_data_uri, string_headers};
 use super::types::{PreparedOcrRequest, ProviderOcrRequest};
 use crate::integrations::custom_guardrail::{
     CustomGuardrailRunner, GuardrailContext, GuardrailError, GuardrailRequest,
@@ -27,7 +22,7 @@ pub(crate) struct OcrLifecycleHooks {
     request_metadata: RequestMetadata,
 }
 
-type OcrFuture<'a, T> = Pin<Box<dyn Future<Output = CoreResult<T>> + Send + 'a>>;
+type OcrFuture<'a, T> = Pin<Box<dyn Future<Output = Result<T, Error>> + Send + 'a>>;
 type OcrLogFuture<'a> = Pin<Box<dyn Future<Output = ()> + Send + 'a>>;
 
 impl OcrLifecycleHooks {
@@ -46,7 +41,7 @@ impl OcrLifecycleHooks {
     async fn run_pre_call_guardrails(
         &self,
         request: PreparedOcrRequest,
-    ) -> CoreResult<PreparedOcrRequest> {
+    ) -> Result<PreparedOcrRequest, Error> {
         if self.guardrail_runner.is_empty() {
             return Ok(request);
         }
@@ -64,6 +59,10 @@ impl OcrLifecycleHooks {
             .await
             .map_err(guardrail_error_to_core_error)?;
         let (document, optional_params) = parse_ocr_pre_call_guardrail_request(guardrail_request)?;
+        let optional_params = match &request.config {
+            Ok(config) => config.map_ocr_params(&optional_params),
+            Err(_) => optional_params,
+        };
         Ok(PreparedOcrRequest {
             document,
             optional_params,
@@ -71,25 +70,23 @@ impl OcrLifecycleHooks {
         })
     }
 
-    async fn prepare_provider_request(
+    pub(crate) async fn prepare_provider_request(
         &self,
         request: PreparedOcrRequest,
-    ) -> CoreResult<ProviderOcrRequest> {
-        let config = ocr_provider_config(&request.custom_llm_provider, &request.model)
-            .ok_or_else(|| CoreError::InvalidProvider(request.custom_llm_provider.clone()))?;
+    ) -> Result<ProviderOcrRequest, Error> {
+        let config = request.config?;
         let env_lookup = |key: &str| std::env::var(key).ok();
-        let headers = string_headers(request.extra_headers)?;
-        let auth_strategy = config.auth_strategy();
-        let api_key = (!has_header(&headers, auth_strategy.header_name()))
-            .then(|| config.resolve_api_key(request.api_key.as_deref(), &env_lookup))
-            .transpose()?;
+        let upstream_headers = config.validate_environment(
+            string_headers(request.extra_headers)?,
+            request.api_key.as_deref(),
+            &env_lookup,
+        )?;
         let url = config.complete_url(
             request.api_base.as_deref(),
             &request.model,
             &request.optional_params,
             &env_lookup,
         )?;
-        let filtered_params = config.map_ocr_params(&request.optional_params);
         let model = request.model.clone();
         let custom_llm_provider = request.custom_llm_provider.clone();
         let document = if config.requires_data_uri_document() {
@@ -98,9 +95,8 @@ impl OcrLifecycleHooks {
             request.document
         };
         let body = config
-            .transform_ocr_request(&request.model, document, filtered_params)?
+            .transform_ocr_request(&request.model, document, request.optional_params)?
             .data;
-        let upstream_headers = upstream_headers(&headers, auth_strategy, api_key.as_deref());
         let body = self
             .run_during_call_guardrails(&model, &custom_llm_provider, &url, body)
             .await?;
@@ -120,7 +116,7 @@ impl OcrLifecycleHooks {
         custom_llm_provider: &str,
         url: &str,
         body: Value,
-    ) -> CoreResult<Value> {
+    ) -> Result<Value, Error> {
         if self.guardrail_runner.is_empty() {
             return Ok(body);
         }
@@ -169,9 +165,9 @@ impl OcrLifecycleHooks {
     }
 }
 
-impl CallLifecycleHooks<PreparedOcrRequest, ProviderOcrRequest, Value> for OcrLifecycleHooks {
+impl CallLifecycleHooks<PreparedOcrRequest, PreparedOcrRequest, Value> for OcrLifecycleHooks {
     type PreCallFuture<'a> = OcrFuture<'a, PreparedOcrRequest>;
-    type DuringCallFuture<'a> = OcrFuture<'a, ProviderOcrRequest>;
+    type DuringCallFuture<'a> = OcrFuture<'a, PreparedOcrRequest>;
     type SuccessFuture<'a> = OcrLogFuture<'a>;
     type FailureFuture<'a> = OcrLogFuture<'a>;
 
@@ -188,7 +184,7 @@ impl CallLifecycleHooks<PreparedOcrRequest, ProviderOcrRequest, Value> for OcrLi
         _context: &'a CallLifecycleContext,
         request: PreparedOcrRequest,
     ) -> Self::DuringCallFuture<'a> {
-        Box::pin(async move { self.prepare_provider_request(request).await })
+        Box::pin(async move { Ok(request) })
     }
 
     fn async_log_success_event<'a>(
@@ -217,7 +213,7 @@ impl CallLifecycleHooks<PreparedOcrRequest, ProviderOcrRequest, Value> for OcrLi
     fn async_log_failure_event<'a>(
         &'a self,
         context: &'a CallLifecycleContext,
-        error: &'a CoreError,
+        error: &'a Error,
         timing: &'a CallLifecycleTiming,
     ) -> Self::FailureFuture<'a> {
         Box::pin(async move {
@@ -249,21 +245,6 @@ impl CallLifecycleHooks<PreparedOcrRequest, ProviderOcrRequest, Value> for OcrLi
     }
 }
 
-fn upstream_headers(
-    headers: &[(String, String)],
-    auth_strategy: OcrAuthStrategy,
-    api_key: Option<&str>,
-) -> Vec<(String, String)> {
-    api_key
-        .map(|api_key| match auth_strategy {
-            OcrAuthStrategy::Bearer => ("Authorization".to_string(), format!("Bearer {api_key}")),
-            OcrAuthStrategy::Header(header_name) => (header_name.to_string(), api_key.to_string()),
-        })
-        .into_iter()
-        .chain(headers.iter().cloned())
-        .collect()
-}
-
 fn guardrail_context(metadata: &RequestMetadata) -> GuardrailContext {
     GuardrailContext {
         call_type: CallType::Ocr,
@@ -278,19 +259,19 @@ fn guardrail_context(metadata: &RequestMetadata) -> GuardrailContext {
 
 fn parse_ocr_pre_call_guardrail_request(
     request: GuardrailRequest,
-) -> CoreResult<(Value, Map<String, Value>)> {
+) -> Result<(Value, Map<String, Value>), Error> {
     let Value::Object(mut data) = request.data else {
-        return Err(CoreError::InvalidRequest(
+        return Err(Error::InvalidRequest(
             "OCR pre_call guardrail must return an object".to_string(),
         ));
     };
     let document = data.remove("document").ok_or_else(|| {
-        CoreError::InvalidRequest("OCR pre_call guardrail removed document".to_string())
+        Error::InvalidRequest("OCR pre_call guardrail removed document".to_string())
     })?;
     let optional_params = match data.remove("optional_params") {
         Some(Value::Object(params)) => params,
         Some(_) => {
-            return Err(CoreError::InvalidRequest(
+            return Err(Error::InvalidRequest(
                 "OCR pre_call guardrail optional_params must be an object".to_string(),
             ));
         }
@@ -299,33 +280,32 @@ fn parse_ocr_pre_call_guardrail_request(
     Ok((document, optional_params))
 }
 
-fn parse_ocr_during_call_guardrail_request(request: GuardrailRequest) -> CoreResult<Value> {
+fn parse_ocr_during_call_guardrail_request(request: GuardrailRequest) -> Result<Value, Error> {
     let Value::Object(mut data) = request.data else {
-        return Err(CoreError::InvalidRequest(
+        return Err(Error::InvalidRequest(
             "OCR during_call guardrail must return an object".to_string(),
         ));
     };
-    data.remove("body").ok_or_else(|| {
-        CoreError::InvalidRequest("OCR during_call guardrail removed body".to_string())
-    })
+    data.remove("body")
+        .ok_or_else(|| Error::InvalidRequest("OCR during_call guardrail removed body".to_string()))
 }
 
-fn guardrail_error_to_core_error(error: GuardrailError) -> CoreError {
-    CoreError::InvalidRequest(format!("{}: {}", error.kind, error.message))
+fn guardrail_error_to_core_error(error: GuardrailError) -> Error {
+    Error::InvalidRequest(format!("{}: {}", error.kind, error.message))
 }
 
-fn core_error_kind(error: &CoreError) -> &'static str {
+fn core_error_kind(error: &Error) -> &'static str {
     match error {
-        CoreError::Auth(_) => "AuthError",
-        CoreError::InvalidProvider(_) => "InvalidProvider",
-        CoreError::InvalidRequest(_) => "InvalidRequest",
-        CoreError::InvalidType { .. } => "InvalidType",
-        CoreError::MissingField(_) => "MissingField",
-        CoreError::Http { .. } => "HttpError",
-        CoreError::InvalidResponse(_) => "InvalidResponse",
-        CoreError::Network(_) => "NetworkError",
-        CoreError::Connect(_) => "ConnectError",
-        CoreError::Routing(_) => "RoutingError",
-        CoreError::Unsupported(_) => "UnsupportedRequest",
+        Error::Auth(_) => "AuthError",
+        Error::InvalidProvider(_) => "InvalidProvider",
+        Error::InvalidRequest(_) => "InvalidRequest",
+        Error::InvalidType { .. } => "InvalidType",
+        Error::MissingField(_) => "MissingField",
+        Error::Http { .. } => "HttpError",
+        Error::InvalidResponse(_) => "InvalidResponse",
+        Error::Network(_) => "NetworkError",
+        Error::Connect(_) => "ConnectError",
+        Error::Routing(_) => "RoutingError",
+        Error::Unsupported(_) => "UnsupportedRequest",
     }
 }
diff --git a/litellm-rust/crates/ai-gateway/src/ocr/mod.rs b/litellm-rust/crates/ai-gateway/src/ocr/mod.rs
index c4c13e2300c..d9230af1c59 100644
--- a/litellm-rust/crates/ai-gateway/src/ocr/mod.rs
+++ b/litellm-rust/crates/ai-gateway/src/ocr/mod.rs
@@ -1,4 +1,4 @@
-use litellm_core::CoreResult;
+use litellm_core::Error;
 use litellm_core::call_lifecycle::CallLifecycle;
 use serde_json::Value;
 
@@ -13,10 +13,13 @@ pub use types::OcrRequest;
 use handler::execute_ocr_provider_call;
 use prepare::{PreparedOcrCall, prepare_ocr_call};
 
-pub async fn ocr(request: OcrRequest<'_>) -> CoreResult<Value> {
+#[tracing::instrument(target = "litellm::function_trace", level = "trace", skip_all)]
+pub async fn ocr(request: OcrRequest<'_>) -> Result<Value, Error> {
     let PreparedOcrCall { request, hooks } = prepare_ocr_call(request);
     CallLifecycle::default()
-        .run_request(request, &hooks, execute_ocr_provider_call)
+        .run_request(request, &hooks, |request| {
+            execute_ocr_provider_call(request, &hooks)
+        })
         .await
 }
 
diff --git a/litellm-rust/crates/ai-gateway/src/ocr/prepare.rs b/litellm-rust/crates/ai-gateway/src/ocr/prepare.rs
index 6231393c889..fedacc62760 100644
--- a/litellm-rust/crates/ai-gateway/src/ocr/prepare.rs
+++ b/litellm-rust/crates/ai-gateway/src/ocr/prepare.rs
@@ -3,6 +3,7 @@ use std::time::{SystemTime, UNIX_EPOCH};
 
 use litellm_core::routing_utils::provider::{CustomLlmProvider, get_custom_llm_provider};
 
+use super::common_utils::ocr_provider_config;
 use super::hooks::OcrLifecycleHooks;
 use super::types::{OcrRequest, PreparedOcrRequest};
 use crate::integrations::custom_guardrail::CustomGuardrailRunner;
@@ -13,6 +14,7 @@ pub(crate) struct PreparedOcrCall {
     pub(crate) hooks: OcrLifecycleHooks,
 }
 
+#[tracing::instrument(target = "litellm::function_trace", level = "trace", skip_all)]
 pub(crate) fn prepare_ocr_call(request: OcrRequest<'_>) -> PreparedOcrCall {
     let call_id = request
         .litellm_call_id
@@ -25,9 +27,25 @@ pub(crate) fn prepare_ocr_call(request: OcrRequest<'_>) -> PreparedOcrCall {
         });
     let model = provider_info.model.to_string();
     let custom_llm_provider = provider_info.custom_llm_provider.to_string();
+    let config = ocr_provider_config(&custom_llm_provider, &model)
+        .ok_or_else(|| litellm_core::Error::InvalidProvider(custom_llm_provider.clone()));
+    let optional_params = match &config {
+        Ok(config) => {
+            let supported = config.supported_ocr_params();
+            config.map_ocr_params(
+                &request
+                    .optional_params
+                    .into_iter()
+                    .filter(|(name, _)| supported.contains(&name.as_str()))
+                    .collect(),
+            )
+        }
+        Err(_) => request.optional_params,
+    };
 
     PreparedOcrCall {
         request: PreparedOcrRequest {
+            config,
             model,
             custom_llm_provider,
             litellm_call_id: call_id,
@@ -35,7 +53,7 @@ pub(crate) fn prepare_ocr_call(request: OcrRequest<'_>) -> PreparedOcrCall {
             api_key: request.api_key.map(str::to_string),
             api_base: request.api_base.map(str::to_string),
             extra_headers: request.extra_headers,
-            optional_params: request.optional_params,
+            optional_params,
             timeout: request.timeout,
         },
         hooks: OcrLifecycleHooks::new(
diff --git a/litellm-rust/crates/ai-gateway/src/ocr/tests.rs b/litellm-rust/crates/ai-gateway/src/ocr/tests.rs
index bb2a6b06501..85e4c408045 100644
--- a/litellm-rust/crates/ai-gateway/src/ocr/tests.rs
+++ b/litellm-rust/crates/ai-gateway/src/ocr/tests.rs
@@ -1,13 +1,14 @@
 use std::sync::{Arc, Mutex};
 use std::time::Duration;
 
-use litellm_core::error::CoreError;
+use litellm_core::error::Error;
+use litellm_core::http_utils::has_header;
 use litellm_core::ocr::transformation::OcrResponseHandling;
 use serde_json::{Map, Value, json};
 use tokio::io::{AsyncReadExt, AsyncWriteExt};
 use tokio::net::{TcpListener, TcpStream};
 
-use super::common_utils::{has_header, ocr_provider_config, string_headers, truncate_error_body};
+use super::common_utils::{ocr_provider_config, string_headers, truncate_error_body};
 use super::{OcrRequest, ocr};
 use crate::integrations::custom_guardrail::{
     CustomGuardrail, GuardrailContext, GuardrailDecision, GuardrailError, GuardrailEventHook,
@@ -395,7 +396,7 @@ async fn ocr_lifecycle_runs_failure_hook_on_provider_error() {
     .await
     .expect_err("provider error propagates");
 
-    assert!(matches!(err, CoreError::Http { status: 500, .. }));
+    assert!(matches!(err, Error::Http { status: 500, .. }));
     server.await.expect("server task completes");
     assert_eq!(
         logger.events(),
@@ -439,7 +440,7 @@ async fn ocr_lifecycle_pre_call_block_skips_provider_socket() {
     .await
     .expect_err("guardrail blocks request");
 
-    assert!(matches!(err, CoreError::InvalidRequest(_)));
+    assert!(matches!(err, Error::InvalidRequest(_)));
     assert_eq!(guardrail.events(), vec!["async_pre_call_hook"]);
     assert_eq!(
         logger.events(),
@@ -607,7 +608,7 @@ fn string_headers_rejects_non_string_values() {
     let err = string_headers(Some(headers)).expect_err("non-string header rejected");
     assert_eq!(
         err,
-        CoreError::InvalidRequest(
+        Error::InvalidRequest(
             "OCR extra_headers.x-retry-count must be a string, got number".to_string()
         )
     );
diff --git a/litellm-rust/crates/ai-gateway/src/ocr/types.rs b/litellm-rust/crates/ai-gateway/src/ocr/types.rs
index bde734a4dd1..95e551d79ca 100644
--- a/litellm-rust/crates/ai-gateway/src/ocr/types.rs
+++ b/litellm-rust/crates/ai-gateway/src/ocr/types.rs
@@ -25,6 +25,7 @@ pub struct OcrRequest<'a> {
 }
 
 pub(crate) struct PreparedOcrRequest {
+    pub(crate) config: Result<&'static dyn OcrProviderConfig, litellm_core::Error>,
     pub(crate) model: String,
     pub(crate) custom_llm_provider: String,
     pub(crate) litellm_call_id: String,
diff --git a/litellm-rust/crates/ai-gateway/src/python/config.rs b/litellm-rust/crates/ai-gateway/src/python/config.rs
index c028d3d6b51..d5a4dd69c8d 100644
--- a/litellm-rust/crates/ai-gateway/src/python/config.rs
+++ b/litellm-rust/crates/ai-gateway/src/python/config.rs
@@ -6,33 +6,31 @@
 //! (and recorded in [`crate::gil`]); the realtime hot path never touches Python.
 //!
 //! Compiled only under the `python-config` feature.
-
-use litellm_core::CoreResult;
-use litellm_core::error::CoreError;
+use litellm_core::error::Error;
 use litellm_core::router::{Deployment, Router};
 use pyo3::prelude::*;
 
 use crate::gil;
 
 /// Load the router's `model_list` from `config_path` via the Python reader.
-pub fn load_router_from_config(config_path: &str) -> CoreResult<Router> {
+pub fn load_router_from_config(config_path: &str) -> Result<Router, Error> {
     gil::record_acquisition();
     Python::attach(|py| {
         let model_list = py
             .import("litellm.proxy.read_model_list")
             .and_then(|module| module.getattr("read_model_list"))
             .and_then(|reader| reader.call1((config_path,)))
-            .map_err(|err| CoreError::Routing(format!("read_model_list failed: {err}")))?;
+            .map_err(|err| Error::Routing(format!("read_model_list failed: {err}")))?;
 
         let model_list_json: String = py
             .import("json")
             .and_then(|json| json.getattr("dumps"))
             .and_then(|dumps| dumps.call1((model_list,)))
             .and_then(|encoded| encoded.extract())
-            .map_err(|err| CoreError::Routing(format!("serializing model_list failed: {err}")))?;
+            .map_err(|err| Error::Routing(format!("serializing model_list failed: {err}")))?;
 
         let deployments: Vec<Deployment> = serde_json::from_str(&model_list_json)
-            .map_err(|err| CoreError::Routing(format!("parsing model_list failed: {err}")))?;
+            .map_err(|err| Error::Routing(format!("parsing model_list failed: {err}")))?;
 
         Ok(Router::new(deployments))
     })
diff --git a/litellm-rust/crates/ai-gateway/src/routes/messages/mod.rs b/litellm-rust/crates/ai-gateway/src/routes/messages/mod.rs
index 7e38d10c6ff..e9f8c477f36 100644
--- a/litellm-rust/crates/ai-gateway/src/routes/messages/mod.rs
+++ b/litellm-rust/crates/ai-gateway/src/routes/messages/mod.rs
@@ -9,7 +9,7 @@ use axum::http::StatusCode;
 use axum::http::header::{CACHE_CONTROL, CONTENT_TYPE, HeaderMap, HeaderValue};
 use axum::response::{IntoResponse, Response};
 use axum::routing::post;
-use litellm_core::CoreError;
+use litellm_core::Error;
 use serde_json::{Map, Value};
 
 use crate::auth::RequireMasterKey;
@@ -46,7 +46,7 @@ fn stream_response(upstream: reqwest::Response) -> Result<Response, MessagesRout
     let mut response = Response::builder()
         .status(
             StatusCode::from_u16(upstream.status().as_u16()).map_err(|error| {
-                MessagesRouteError(CoreError::InvalidResponse(format!(
+                MessagesRouteError(Error::InvalidResponse(format!(
                     "invalid upstream response status: {error}"
                 )))
             })?,
@@ -58,13 +58,13 @@ fn stream_response(upstream: reqwest::Response) -> Result<Response, MessagesRout
     response
         .body(Body::from_stream(upstream.bytes_stream()))
         .map_err(|error| {
-            MessagesRouteError(CoreError::InvalidResponse(format!(
+            MessagesRouteError(Error::InvalidResponse(format!(
                 "failed to build streaming response: {error}"
             )))
         })
 }
 
-fn forwarded_headers(headers: &HeaderMap) -> Result<Option<Map<String, Value>>, CoreError> {
+fn forwarded_headers(headers: &HeaderMap) -> Result<Option<Map<String, Value>>, Error> {
     let forwarded = headers
         .iter()
         .filter(|(name, _)| {
@@ -74,19 +74,19 @@ fn forwarded_headers(headers: &HeaderMap) -> Result<Option<Map<String, Value>>,
         })
         .map(|(name, value)| {
             let value = value.to_str().map_err(|_| {
-                CoreError::InvalidRequest(format!("invalid value for header {}", name.as_str()))
+                Error::InvalidRequest(format!("invalid value for header {}", name.as_str()))
             })?;
             Ok((name.to_string(), Value::String(value.to_string())))
         })
-        .collect::<Result<Map<_, _>, CoreError>>()?;
+        .collect::<Result<Map<_, _>, Error>>()?;
     Ok((!forwarded.is_empty()).then_some(forwarded))
 }
 
 #[derive(Debug)]
-struct MessagesRouteError(CoreError);
+struct MessagesRouteError(Error);
 
-impl From<CoreError> for MessagesRouteError {
-    fn from(error: CoreError) -> Self {
+impl From<Error> for MessagesRouteError {
+    fn from(error: Error) -> Self {
         Self(error)
     }
 }
@@ -94,28 +94,28 @@ impl From<CoreError> for MessagesRouteError {
 impl IntoResponse for MessagesRouteError {
     fn into_response(self) -> Response {
         let (status, message) = match self.0 {
-            CoreError::InvalidRequest(message) => (StatusCode::BAD_REQUEST, message),
-            CoreError::InvalidProvider(_) | CoreError::Routing(_) => (
+            Error::InvalidRequest(message) => (StatusCode::BAD_REQUEST, message),
+            Error::InvalidProvider(_) | Error::Routing(_) => (
                 StatusCode::NOT_FOUND,
                 "no messages deployment is configured for this model".to_string(),
             ),
-            CoreError::Auth(_) => (
+            Error::Auth(_) => (
                 StatusCode::BAD_GATEWAY,
                 "messages provider authentication failed".to_string(),
             ),
-            CoreError::Http { .. }
-            | CoreError::Network(_)
-            | CoreError::Connect(_)
-            | CoreError::InvalidResponse(_)
-            | CoreError::InvalidType { .. }
-            | CoreError::MissingField(_) => (
+            Error::Http { .. }
+            | Error::Network(_)
+            | Error::Connect(_)
+            | Error::InvalidResponse(_)
+            | Error::InvalidType { .. }
+            | Error::MissingField(_) => (
                 StatusCode::BAD_GATEWAY,
                 "messages provider request failed".to_string(),
             ),
             // The gateway has no Python implementation to decline to, so a
             // request the core cannot serve is reported to the caller. The
             // reason is a fixed internal string, never provider content.
-            CoreError::Unsupported(reason) => (
+            Error::Unsupported(reason) => (
                 StatusCode::BAD_REQUEST,
                 format!("messages request is not supported: {reason}"),
             ),
diff --git a/litellm-rust/crates/ai-gateway/src/routes/messages/service.rs b/litellm-rust/crates/ai-gateway/src/routes/messages/service.rs
index 5f4c5fe8de4..4fd29db05d6 100644
--- a/litellm-rust/crates/ai-gateway/src/routes/messages/service.rs
+++ b/litellm-rust/crates/ai-gateway/src/routes/messages/service.rs
@@ -1,10 +1,10 @@
 use std::sync::Arc;
 
+use litellm_core::Error;
 use litellm_core::constants::ANTHROPIC_MESSAGES_PROVIDER;
 use litellm_core::messages::types::MessagesRequest;
 use litellm_core::messages::{messages, messages_stream};
 use litellm_core::router::Router;
-use litellm_core::{CoreError, CoreResult};
 use serde_json::{Map, Value};
 
 pub(crate) enum MessagesResponse {
@@ -16,16 +16,16 @@ pub async fn run(
     router: &Arc<Router>,
     body: Value,
     extra_headers: Option<Map<String, Value>>,
-) -> CoreResult<MessagesResponse> {
+) -> Result<MessagesResponse, Error> {
     let model = body
         .get("model")
         .and_then(Value::as_str)
         .map(str::trim)
         .filter(|model| !model.is_empty())
-        .ok_or_else(|| CoreError::InvalidRequest("messages body requires a model".to_string()))?;
-    let deployment = router.get_available_deployment(model).ok_or_else(|| {
-        CoreError::Routing(format!("no deployment available for model '{model}'"))
-    })?;
+        .ok_or_else(|| Error::InvalidRequest("messages body requires a model".to_string()))?;
+    let deployment = router
+        .get_available_deployment(model)
+        .ok_or_else(|| Error::Routing(format!("no deployment available for model '{model}'")))?;
     let provider_model = deployment.litellm_params.model.as_str();
     let upstream_model = provider_model
         .split_once('/')
@@ -37,7 +37,7 @@ pub async fn run(
     };
     let mut body = body;
     body.as_object_mut()
-        .ok_or_else(|| CoreError::InvalidRequest("messages body must be an object".to_string()))?
+        .ok_or_else(|| Error::InvalidRequest("messages body must be an object".to_string()))?
         .insert(
             "model".to_string(),
             Value::String(upstream_model.to_string()),
@@ -60,6 +60,6 @@ pub async fn run(
     serde_json::to_value(response)
         .map(MessagesResponse::Json)
         .map_err(|err| {
-            CoreError::InvalidResponse(format!("failed to serialize messages response: {err}"))
+            Error::InvalidResponse(format!("failed to serialize messages response: {err}"))
         })
 }
diff --git a/litellm-rust/crates/ai-gateway/src/routes/realtime/service.rs b/litellm-rust/crates/ai-gateway/src/routes/realtime/service.rs
index 4ae8cfe7379..b8ee77c4269 100644
--- a/litellm-rust/crates/ai-gateway/src/routes/realtime/service.rs
+++ b/litellm-rust/crates/ai-gateway/src/routes/realtime/service.rs
@@ -11,8 +11,7 @@ use std::time::Duration;
 
 use crate::io::realtime_pool::{RealtimePool, upstream_key};
 use futures_util::{Sink, Stream};
-use litellm_core::CoreResult;
-use litellm_core::error::CoreError;
+use litellm_core::error::Error;
 use litellm_core::realtime::types::RealtimeEvent;
 use litellm_core::router::Router;
 
@@ -29,15 +28,15 @@ pub async fn run<In, Out>(
     observe: impl FnMut(&RealtimeEvent) + Send,
     client_in: In,
     client_out: Out,
-) -> CoreResult<()>
+) -> Result<(), Error>
 where
     In: Stream<Item = RealtimeEvent> + Unpin + Send,
     Out: Sink<RealtimeEvent> + Unpin + Send,
     <Out as Sink<RealtimeEvent>>::Error: std::fmt::Display,
 {
-    let deployment = router.get_available_deployment(model).ok_or_else(|| {
-        CoreError::Routing(format!("no deployment available for model '{model}'"))
-    })?;
+    let deployment = router
+        .get_available_deployment(model)
+        .ok_or_else(|| Error::Routing(format!("no deployment available for model '{model}'")))?;
     let params = &deployment.litellm_params;
     // Strip a leading `openai/` so the OpenAI-only realtime fn gets the bare model.
     let provider_model = params
diff --git a/litellm-rust/crates/ai-gateway/src/routes/responses/service.rs b/litellm-rust/crates/ai-gateway/src/routes/responses/service.rs
index 165c95695d3..e8f840c0c8e 100644
--- a/litellm-rust/crates/ai-gateway/src/routes/responses/service.rs
+++ b/litellm-rust/crates/ai-gateway/src/routes/responses/service.rs
@@ -2,13 +2,13 @@ use std::sync::Arc;
 use std::time::Duration;
 
 use futures_util::{Sink, Stream};
+use litellm_core::Error;
 use litellm_core::call_lifecycle::{CallLifecycle, CallLifecycleContext};
 use litellm_core::responses::instrumentation::{
     ResponsesWsCallbackPayload, ResponsesWsInstrumentation, ResponsesWsLogOutcome,
     ResponsesWsMetadata,
 };
 use litellm_core::responses::types::ResponsesWsEvent;
-use litellm_core::{CoreError, CoreResult};
 
 use crate::integrations::custom_logger::{
     CallbackTiming, CallbackValue, CustomLogger, CustomLoggerRunner, LoggingError, ModelCallDetails,
@@ -26,22 +26,22 @@ pub async fn run<In, Out>(
     metadata: RequestMetadata,
     client_in: In,
     client_out: Out,
-) -> CoreResult<()>
+) -> Result<(), Error>
 where
     In: Stream<Item = ResponsesWsEvent> + Unpin + Send,
     Out: Sink<ResponsesWsEvent> + Unpin + Send,
     Out::Error: std::fmt::Display,
 {
-    let deployment = router.get_available_deployment(model).ok_or_else(|| {
-        CoreError::Routing(format!("no deployment available for model '{model}'"))
-    })?;
+    let deployment = router
+        .get_available_deployment(model)
+        .ok_or_else(|| Error::Routing(format!("no deployment available for model '{model}'")))?;
     let params = &deployment.litellm_params;
     let provider_model = params
         .model
         .strip_prefix("openai/")
         .unwrap_or(&params.model);
     if params.model.contains('/') && !params.model.starts_with("openai/") {
-        return Err(CoreError::InvalidProvider(
+        return Err(Error::InvalidProvider(
             "Responses WebSocket route supports OpenAI deployments only".to_string(),
         ));
     }
diff --git a/litellm-rust/crates/core/Cargo.toml b/litellm-rust/crates/core/Cargo.toml
index ab8050734f2..389dbd49505 100644
--- a/litellm-rust/crates/core/Cargo.toml
+++ b/litellm-rust/crates/core/Cargo.toml
@@ -11,6 +11,7 @@ reqwest.workspace = true
 serde.workspace = true
 serde_json.workspace = true
 thiserror.workspace = true
+tracing.workspace = true
 sha2.workspace = true
 aws-config = { version = "1.9.0", default-features = false, features = ["rustls", "rt-tokio"], optional = true }
 aws-credential-types = { version = "1.3.0", features = ["hardcoded-credentials"], optional = true }
diff --git a/litellm-rust/crates/core/src/audio_transcription/client.rs b/litellm-rust/crates/core/src/audio_transcription/client.rs
new file mode 100644
index 00000000000..0e612628dc6
--- /dev/null
+++ b/litellm-rust/crates/core/src/audio_transcription/client.rs
@@ -0,0 +1,14 @@
+use std::sync::OnceLock;
+use std::time::Duration;
+
+use crate::constants::AUDIO_TRANSCRIPTION_TIMEOUT_SECS;
+
+pub(super) fn http_client() -> &'static reqwest::Client {
+    static CLIENT: OnceLock<reqwest::Client> = OnceLock::new();
+    CLIENT.get_or_init(|| {
+        reqwest::Client::builder()
+            .timeout(Duration::from_secs(AUDIO_TRANSCRIPTION_TIMEOUT_SECS))
+            .build()
+            .unwrap_or_else(|_| reqwest::Client::new())
+    })
+}
diff --git a/litellm-rust/crates/core/src/audio_transcription/handler.rs b/litellm-rust/crates/core/src/audio_transcription/handler.rs
new file mode 100644
index 00000000000..9a96b9d1140
--- /dev/null
+++ b/litellm-rust/crates/core/src/audio_transcription/handler.rs
@@ -0,0 +1,91 @@
+use serde_json::Value;
+
+use crate::error::Error;
+use crate::http_utils::{http_request, truncate_error_body};
+
+use super::client::http_client;
+use super::types::ProviderAudioTranscriptionRequest;
+
+#[tracing::instrument(target = "litellm::function_trace", level = "trace", skip_all)]
+pub async fn execute_audio_transcription_provider_call(
+    request: ProviderAudioTranscriptionRequest,
+) -> Result<Value, Error> {
+    let body = serde_json::to_vec(&request.body)
+        .map_err(|error| Error::InvalidRequest(format!("invalid audio request body: {error}")))?;
+    let headers = signed_headers(&request, &body).await?;
+    let mut request_builder = http_client().post(&request.url).body(body);
+    for (key, value) in headers {
+        request_builder = request_builder.header(key, value);
+    }
+    if let Some(duration) = request.timeout {
+        request_builder = request_builder.timeout(duration);
+    }
+    let response = http_request(request_builder)
+        .await
+        .map_err(|error| Error::Network(error.to_string()))?;
+    let status = response.status();
+    let text = response
+        .text()
+        .await
+        .map_err(|error| Error::Network(error.to_string()))?;
+    if !status.is_success() {
+        return Err(Error::Http {
+            status: status.as_u16(),
+            body: truncate_error_body(&text),
+        });
+    }
+    let response_json = serde_json::from_str(&text)
+        .map_err(|error| Error::InvalidResponse(format!("invalid audio response JSON: {error}")))?;
+    Ok(request
+        .config
+        .transform_transcription_response(&request.model, response_json)?
+        .into_json())
+}
+
+#[cfg(feature = "bedrock-auth")]
+async fn signed_headers(
+    request: &ProviderAudioTranscriptionRequest,
+    body: &[u8],
+) -> Result<Vec<(String, String)>, Error> {
+    use std::collections::BTreeMap;
+    use std::time::SystemTime;
+
+    use crate::audio_transcription::transformation::AudioTranscriptionAuth;
+    use crate::providers::bedrock::audio_transcription::aws_auth_config;
+    use crate::providers::bedrock::aws_base::{resolve_credentials, sign_bedrock_post};
+
+    let AudioTranscriptionAuth::AwsSigV4 { region, .. } = &request.auth else {
+        return Ok(request.upstream_headers.clone());
+    };
+    let env_lookup = |key: &str| std::env::var(key).ok();
+    let credentials = resolve_credentials(
+        aws_auth_config(&request.optional_params, &env_lookup),
+        &env_lookup,
+    )
+    .await?;
+    let unsigned: BTreeMap<String, String> = request.upstream_headers.iter().cloned().collect();
+    let signature = sign_bedrock_post(
+        &request.url,
+        body,
+        &unsigned,
+        region,
+        &credentials,
+        SystemTime::now(),
+    )?;
+    Ok(unsigned.into_iter().chain(signature).collect())
+}
+
+#[cfg(not(feature = "bedrock-auth"))]
+async fn signed_headers(
+    request: &ProviderAudioTranscriptionRequest,
+    _body: &[u8],
+) -> Result<Vec<(String, String)>, Error> {
+    use crate::audio_transcription::transformation::AudioTranscriptionAuth;
+
+    match request.auth {
+        AudioTranscriptionAuth::AwsSigV4 { .. } => Err(Error::Unsupported(
+            "AWS SigV4 requires the bedrock-auth feature",
+        )),
+        AudioTranscriptionAuth::Bearer => Ok(request.upstream_headers.clone()),
+    }
+}
diff --git a/litellm-rust/crates/core/src/audio_transcription/mod.rs b/litellm-rust/crates/core/src/audio_transcription/mod.rs
index ec2fbb969a6..31b6de4b3e4 100644
--- a/litellm-rust/crates/core/src/audio_transcription/mod.rs
+++ b/litellm-rust/crates/core/src/audio_transcription/mod.rs
@@ -1,2 +1,21 @@
+use crate::Error;
+mod client;
+mod handler;
+mod prepare;
 pub mod transformation;
 pub mod types;
+
+use serde_json::Value;
+
+pub use handler::execute_audio_transcription_provider_call;
+pub use prepare::prepare_audio_transcription_provider_call;
+pub use types::{AudioTranscriptionRequest, ProviderAudioTranscriptionRequest};
+
+#[tracing::instrument(target = "litellm::function_trace", level = "trace", skip_all)]
+pub async fn audio_transcription(request: AudioTranscriptionRequest<'_>) -> Result<Value, Error> {
+    execute_audio_transcription_provider_call(prepare_audio_transcription_provider_call(request)?)
+        .await
+}
+
+#[cfg(test)]
+mod tests;
diff --git a/litellm-rust/crates/core/src/audio_transcription/prepare.rs b/litellm-rust/crates/core/src/audio_transcription/prepare.rs
new file mode 100644
index 00000000000..bbef97341a9
--- /dev/null
+++ b/litellm-rust/crates/core/src/audio_transcription/prepare.rs
@@ -0,0 +1,74 @@
+use crate::error::Error;
+use crate::http_utils::{has_header, string_headers};
+#[cfg(feature = "bedrock-auth")]
+use crate::providers::bedrock::audio_transcription::BEDROCK_AUDIO_TRANSCRIPTION_CONFIG;
+use crate::routing_utils::provider::{CustomLlmProvider, get_custom_llm_provider};
+
+use super::transformation::{AudioTranscriptionAuth, AudioTranscriptionProviderConfig};
+use super::types::{AudioTranscriptionRequest, ProviderAudioTranscriptionRequest};
+
+#[tracing::instrument(target = "litellm::function_trace", level = "trace", skip_all)]
+fn provider_config(provider: &str) -> Option<&'static dyn AudioTranscriptionProviderConfig> {
+    #[cfg(feature = "bedrock-auth")]
+    if provider == "bedrock" {
+        return Some(&BEDROCK_AUDIO_TRANSCRIPTION_CONFIG);
+    }
+    let _ = provider;
+    None
+}
+
+#[tracing::instrument(target = "litellm::function_trace", level = "trace", skip_all)]
+pub fn prepare_audio_transcription_provider_call(
+    request: AudioTranscriptionRequest<'_>,
+) -> Result<ProviderAudioTranscriptionRequest, Error> {
+    let provider_info = get_custom_llm_provider(request.model, request.custom_llm_provider)
+        .or_else(|| {
+            request
+                .custom_llm_provider
+                .map(|provider| CustomLlmProvider {
+                    model: request.model,
+                    custom_llm_provider: provider,
+                })
+        })
+        .ok_or_else(|| {
+            Error::InvalidProvider(
+                "unable to resolve custom_llm_provider for audio transcription request".to_string(),
+            )
+        })?;
+    let model = provider_info.model.to_string();
+    let config = provider_config(provider_info.custom_llm_provider)
+        .ok_or_else(|| Error::InvalidProvider(provider_info.custom_llm_provider.to_string()))?;
+    let env_lookup = |key: &str| std::env::var(key).ok();
+    let mut headers = string_headers("audio transcription", request.extra_headers)?;
+    let auth = config.auth_strategy(&model, &request.optional_params, &env_lookup)?;
+    if matches!(auth, AudioTranscriptionAuth::Bearer)
+        && !has_header(&headers, "authorization")
+        && let Some(api_key) = request.api_key
+    {
+        headers.push(("Authorization".to_string(), format!("Bearer {api_key}")));
+    }
+    if !has_header(&headers, "content-type") {
+        headers.push(("Content-Type".to_string(), "application/json".to_string()));
+    }
+    let url = config.complete_url(
+        request.api_base,
+        &model,
+        &request.optional_params,
+        &env_lookup,
+    )?;
+    let filtered_params = config.map_transcription_params(&request.optional_params);
+    let transformed =
+        config.transform_transcription_request(&model, request.audio, filtered_params)?;
+    Ok(ProviderAudioTranscriptionRequest {
+        model,
+        custom_llm_provider: provider_info.custom_llm_provider.to_string(),
+        config,
+        url,
+        body: transformed.body,
+        upstream_headers: headers,
+        auth,
+        #[cfg(feature = "bedrock-auth")]
+        optional_params: request.optional_params,
+        timeout: request.timeout,
+    })
+}
diff --git a/litellm-rust/crates/core/src/audio_transcription/tests.rs b/litellm-rust/crates/core/src/audio_transcription/tests.rs
new file mode 100644
index 00000000000..263d63337b0
--- /dev/null
+++ b/litellm-rust/crates/core/src/audio_transcription/tests.rs
@@ -0,0 +1,50 @@
+use std::io::{Read, Write};
+use std::net::TcpListener;
+use std::thread;
+
+use serde_json::{Map, json};
+
+use super::audio_transcription;
+use super::types::AudioTranscriptionRequest;
+
+#[tokio::test]
+async fn bedrock_request_is_signed_and_contains_audio() {
+    let listener = TcpListener::bind("127.0.0.1:0").expect("listener");
+    let address = listener.local_addr().expect("address");
+    let server = thread::spawn(move || {
+        let (mut stream, _) = listener.accept().expect("connection");
+        let mut request = Vec::new();
+        let mut buffer = [0_u8; 16_384];
+        let count = stream.read(&mut buffer).expect("request");
+        request.extend_from_slice(&buffer[..count]);
+        let request = String::from_utf8_lossy(&request);
+        assert!(request.contains("POST /model/mistral.voxtral-mini-3b-2507/converse"));
+        assert!(request.contains("authorization: AWS4-HMAC-SHA256"));
+        assert!(request.contains("x-amz-date:"));
+        assert!(request.contains("\"bytes\":\"AQI=\""));
+        assert!(request.contains("Transcribe the audio. Respond with only the transcript."));
+        let response = b"HTTP/1.1 200 OK\r\nContent-Type: application/json\r\nContent-Length: 53\r\nConnection: close\r\n\r\n{\"output\":{\"message\":{\"content\":[{\"text\":\"hello\"}]}}}";
+        stream.write_all(response).expect("response");
+    });
+
+    let optional_params = Map::from_iter([
+        ("aws_access_key_id".to_string(), json!("access-key")),
+        ("aws_secret_access_key".to_string(), json!("secret-key")),
+        ("aws_region_name".to_string(), json!("us-east-1")),
+    ]);
+    let api_base = format!("http://{address}");
+    let response = audio_transcription(AudioTranscriptionRequest {
+        model: "mistral.voxtral-mini-3b-2507",
+        audio: json!({"data": "AQI=", "format": "wav", "filename": "audio.wav"}),
+        api_key: None,
+        api_base: Some(&api_base),
+        custom_llm_provider: Some("bedrock"),
+        extra_headers: None,
+        optional_params,
+        timeout: None,
+    })
+    .await
+    .expect("transcription");
+    assert_eq!(response, json!({"text": "hello"}));
+    server.join().expect("server");
+}
diff --git a/litellm-rust/crates/core/src/audio_transcription/transformation.rs b/litellm-rust/crates/core/src/audio_transcription/transformation.rs
index eab34c13843..aa9846427dc 100644
--- a/litellm-rust/crates/core/src/audio_transcription/transformation.rs
+++ b/litellm-rust/crates/core/src/audio_transcription/transformation.rs
@@ -1,7 +1,6 @@
+use crate::Error;
 use serde_json::{Map, Value};
 
-use crate::CoreResult;
-
 use super::types::{AudioTranscriptionRequestData, AudioTranscriptionResponseData};
 
 #[derive(Clone, Debug, PartialEq, Eq)]
@@ -16,6 +15,7 @@ pub enum AudioTranscriptionAuth {
 pub trait AudioTranscriptionProviderConfig: Sync {
     fn supported_transcription_params(&self) -> &'static [&'static str];
 
+    #[tracing::instrument(target = "litellm::function_trace", level = "trace", skip_all)]
     fn map_transcription_params(&self, params: &Map<String, Value>) -> Map<String, Value> {
         params
             .iter()
@@ -32,13 +32,13 @@ pub trait AudioTranscriptionProviderConfig: Sync {
         model: &str,
         audio: Value,
         optional_params: Map<String, Value>,
-    ) -> CoreResult<AudioTranscriptionRequestData>;
+    ) -> Result<AudioTranscriptionRequestData, Error>;
 
     fn transform_transcription_response(
         &self,
         model: &str,
         response_json: Value,
-    ) -> CoreResult<AudioTranscriptionResponseData>;
+    ) -> Result<AudioTranscriptionResponseData, Error>;
 
     fn complete_url(
         &self,
@@ -46,12 +46,12 @@ pub trait AudioTranscriptionProviderConfig: Sync {
         model: &str,
         optional_params: &Map<String, Value>,
         env_lookup: &dyn Fn(&str) -> Option<String>,
-    ) -> CoreResult<String>;
+    ) -> Result<String, Error>;
 
     fn auth_strategy(
         &self,
         model: &str,
         optional_params: &Map<String, Value>,
         env_lookup: &dyn Fn(&str) -> Option<String>,
-    ) -> CoreResult<AudioTranscriptionAuth>;
+    ) -> Result<AudioTranscriptionAuth, Error>;
 }
diff --git a/litellm-rust/crates/core/src/audio_transcription/types.rs b/litellm-rust/crates/core/src/audio_transcription/types.rs
index 3a9e1ecd88c..559d7837027 100644
--- a/litellm-rust/crates/core/src/audio_transcription/types.rs
+++ b/litellm-rust/crates/core/src/audio_transcription/types.rs
@@ -1,5 +1,56 @@
+use std::time::Duration;
+
 use serde::{Deserialize, Serialize};
-use serde_json::Value;
+use serde_json::{Map, Value};
+
+use super::transformation::{AudioTranscriptionAuth, AudioTranscriptionProviderConfig};
+
+pub struct AudioTranscriptionRequest<'a> {
+    pub model: &'a str,
+    pub audio: Value,
+    pub api_key: Option<&'a str>,
+    pub api_base: Option<&'a str>,
+    pub custom_llm_provider: Option<&'a str>,
+    pub extra_headers: Option<Map<String, Value>>,
+    pub optional_params: Map<String, Value>,
+    pub timeout: Option<Duration>,
+}
+
+#[derive(Clone)]
+pub struct ProviderAudioTranscriptionRequest {
+    pub(super) model: String,
+    pub(super) custom_llm_provider: String,
+    pub(super) config: &'static dyn AudioTranscriptionProviderConfig,
+    pub(super) url: String,
+    pub(super) body: Value,
+    pub(super) upstream_headers: Vec<(String, String)>,
+    pub(super) auth: AudioTranscriptionAuth,
+    #[cfg(feature = "bedrock-auth")]
+    pub(super) optional_params: Map<String, Value>,
+    pub(super) timeout: Option<Duration>,
+}
+
+impl ProviderAudioTranscriptionRequest {
+    pub fn model(&self) -> &str {
+        &self.model
+    }
+
+    pub fn custom_llm_provider(&self) -> &str {
+        &self.custom_llm_provider
+    }
+
+    pub fn url(&self) -> &str {
+        &self.url
+    }
+
+    pub fn body(&self) -> &Value {
+        &self.body
+    }
+
+    pub fn with_body(self, body: Value) -> Self {
+        Self { body, ..self }
+    }
+}
 
 #[derive(Clone, Debug, PartialEq, Serialize, Deserialize)]
 pub struct AudioTranscriptionRequestData {
diff --git a/litellm-rust/crates/core/src/call_lifecycle/mod.rs b/litellm-rust/crates/core/src/call_lifecycle/mod.rs
index d9b68a1b726..637c156e192 100644
--- a/litellm-rust/crates/core/src/call_lifecycle/mod.rs
+++ b/litellm-rust/crates/core/src/call_lifecycle/mod.rs
@@ -1,7 +1,7 @@
 use std::future::Future;
 use std::time::{Instant, SystemTime, UNIX_EPOCH};
 
-use crate::{CoreError, CoreResult};
+use crate::Error;
 
 pub mod types;
 
@@ -11,14 +11,14 @@ pub use types::{
 };
 
 pub trait CallLifecycleHooks<InitialReq, ProviderReq, Resp>: Send + Sync {
-    type PreCallFuture<'a>: Future<Output = CoreResult<InitialReq>> + Send + 'a
+    type PreCallFuture<'a>: Future<Output = Result<InitialReq, Error>> + Send + 'a
     where
         Self: 'a,
         InitialReq: 'a,
         ProviderReq: 'a,
         Resp: 'a;
 
-    type DuringCallFuture<'a>: Future<Output = CoreResult<ProviderReq>> + Send + 'a
+    type DuringCallFuture<'a>: Future<Output = Result<ProviderReq, Error>> + Send + 'a
     where
         Self: 'a,
         InitialReq: 'a,
@@ -56,7 +56,7 @@ pub trait CallLifecycleHooks<InitialReq, ProviderReq, Resp>: Send + Sync {
     fn async_log_failure_event<'a>(
         &'a self,
         context: &'a CallLifecycleContext,
-        error: &'a CoreError,
+        error: &'a Error,
         timing: &'a CallLifecycleTiming,
     ) -> Self::FailureFuture<'a>;
 }
@@ -86,12 +86,12 @@ impl<'a> CallLifecycle<'a> {
         request: InitialReq,
         hooks: &Hooks,
         provider_call: ProviderCall,
-    ) -> CoreResult<Resp>
+    ) -> Result<Resp, Error>
     where
         InitialReq: CallLifecycleRequest,
         Hooks: CallLifecycleHooks<InitialReq, ProviderReq, Resp>,
         ProviderCall: FnOnce(ProviderReq) -> ProviderFuture,
-        ProviderFuture: Future<Output = CoreResult<Resp>>,
+        ProviderFuture: Future<Output = Result<Resp, Error>>,
     {
         let context = request.lifecycle_context();
         self.run(context, request, hooks, provider_call).await
@@ -103,11 +103,11 @@ impl<'a> CallLifecycle<'a> {
         request: InitialReq,
         hooks: &Hooks,
         provider_call: ProviderCall,
-    ) -> CoreResult<Resp>
+    ) -> Result<Resp, Error>
     where
         Hooks: CallLifecycleHooks<InitialReq, ProviderReq, Resp>,
         ProviderCall: FnOnce(ProviderReq) -> ProviderFuture,
-        ProviderFuture: Future<Output = CoreResult<Resp>>,
+        ProviderFuture: Future<Output = Result<Resp, Error>>,
     {
         let call_start = epoch_seconds();
         let mut phases = Vec::new();
@@ -166,7 +166,7 @@ impl<'a> CallLifecycle<'a> {
         &self,
         context: &CallLifecycleContext,
         hooks: &Hooks,
-        error: &CoreError,
+        error: &Error,
         call_start: f64,
         phases: &mut Vec<CallLifecyclePhaseTiming>,
     ) where
@@ -251,8 +251,8 @@ mod tests {
     }
 
     impl CallLifecycleHooks<String, String, String> for RecordingHooks {
-        type PreCallFuture<'a> = BoxFuture<'a, CoreResult<String>>;
-        type DuringCallFuture<'a> = BoxFuture<'a, CoreResult<String>>;
+        type PreCallFuture<'a> = BoxFuture<'a, Result<String, Error>>;
+        type DuringCallFuture<'a> = BoxFuture<'a, Result<String, Error>>;
         type SuccessFuture<'a> = BoxFuture<'a, ()>;
         type FailureFuture<'a> = BoxFuture<'a, ()>;
 
@@ -294,7 +294,7 @@ mod tests {
         fn async_log_failure_event<'a>(
             &'a self,
             _context: &'a CallLifecycleContext,
-            _error: &'a CoreError,
+            _error: &'a Error,
             _timing: &'a CallLifecycleTiming,
         ) -> Self::FailureFuture<'a> {
             Box::pin(async move {
@@ -304,8 +304,8 @@ mod tests {
     }
 
     impl CallLifecycleHooks<RecordingRequest, String, String> for RecordingHooks {
-        type PreCallFuture<'a> = BoxFuture<'a, CoreResult<RecordingRequest>>;
-        type DuringCallFuture<'a> = BoxFuture<'a, CoreResult<String>>;
+        type PreCallFuture<'a> = BoxFuture<'a, Result<RecordingRequest, Error>>;
+        type DuringCallFuture<'a> = BoxFuture<'a, Result<String, Error>>;
         type SuccessFuture<'a> = BoxFuture<'a, ()>;
         type FailureFuture<'a> = BoxFuture<'a, ()>;
 
@@ -345,7 +345,7 @@ mod tests {
         fn async_log_failure_event<'a>(
             &'a self,
             _context: &'a CallLifecycleContext,
-            _error: &'a CoreError,
+            _error: &'a Error,
             _timing: &'a CallLifecycleTiming,
         ) -> Self::FailureFuture<'a> {
             Box::pin(async move {
@@ -383,13 +383,13 @@ mod tests {
                 "request".to_string(),
                 &hooks,
                 |_request| async move {
-                    Err::<String, CoreError>(CoreError::Network("provider down".to_string()))
+                    Err::<String, Error>(Error::Network("provider down".to_string()))
                 },
             )
             .await
             .expect_err("call fails");
 
-        assert_eq!(error, CoreError::Network("provider down".to_string()));
+        assert_eq!(error, Error::Network("provider down".to_string()));
         assert_eq!(hooks.events(), vec!["pre_call", "during_call", "failure"]);
     }
 
diff --git a/litellm-rust/crates/core/src/chat_completions/common_utils.rs b/litellm-rust/crates/core/src/chat_completions/common_utils.rs
index 36eaf242a5a..69e5f175ad5 100644
--- a/litellm-rust/crates/core/src/chat_completions/common_utils.rs
+++ b/litellm-rust/crates/core/src/chat_completions/common_utils.rs
@@ -1,13 +1,13 @@
-use serde_json::{Map, Value};
-
-use crate::error::CoreResult;
+use crate::Error;
 use crate::http_utils::string_headers as shared_string_headers;
 use crate::providers::anthropic::chat_completions::transformation::ANTHROPIC_CHAT_COMPLETIONS_CONFIG;
+use serde_json::{Map, Value};
 
 use super::transformation::ChatCompletionsProviderConfig;
 
 const HEADER_CONTEXT: &str = "chat completions";
 
+#[tracing::instrument(target = "litellm::function_trace", level = "trace", skip_all)]
 pub(super) fn chat_completions_provider_config(
     provider: &str,
 ) -> Option<&'static dyn ChatCompletionsProviderConfig> {
@@ -23,6 +23,6 @@ pub(super) fn chat_completions_provider_config(
 
 pub(super) fn string_headers(
     extra_headers: Option<Map<String, Value>>,
-) -> CoreResult<Vec<(String, String)>> {
+) -> Result<Vec<(String, String)>, Error> {
     shared_string_headers(HEADER_CONTEXT, extra_headers)
 }
diff --git a/litellm-rust/crates/core/src/chat_completions/handler.rs b/litellm-rust/crates/core/src/chat_completions/handler.rs
index afc4529fd26..96d001e2892 100644
--- a/litellm-rust/crates/core/src/chat_completions/handler.rs
+++ b/litellm-rust/crates/core/src/chat_completions/handler.rs
@@ -1,19 +1,23 @@
 use serde_json::Value;
 
-use crate::error::{CoreError, CoreResult};
-use crate::http_utils::truncate_error_body;
+use crate::error::Error;
+use crate::http_utils::{http_request, truncate_error_body};
 
 use super::client::http_client;
+use super::prepare::prepare_provider_request;
 use super::transformation::ChatCompletionsAuth;
 use super::types::{
     ChatCompletionsResponse, ProviderChatCompletionsRequest, ProviderChatResponseData,
+    ResolvedChatCompletionsRequest,
 };
 
+#[tracing::instrument(target = "litellm::function_trace", level = "trace", skip_all)]
 pub(super) async fn execute_chat_completions_provider_call(
-    request: ProviderChatCompletionsRequest,
-) -> CoreResult<ChatCompletionsResponse> {
+    request: ResolvedChatCompletionsRequest<'_>,
+) -> Result<ChatCompletionsResponse, Error> {
+    let request = prepare_provider_request(request)?;
     let body = serde_json::to_vec(&request.body).map_err(|err| {
-        CoreError::InvalidRequest(format!(
+        Error::InvalidRequest(format!(
             "failed to serialize chat completions request: {err}"
         ))
     })?;
@@ -27,14 +31,14 @@ pub(super) async fn execute_chat_completions_provider_call(
         request_builder = request_builder.timeout(duration);
     }
 
-    let response = request_builder.send().await.map_err(|err| {
+    let response = http_request(request_builder).await.map_err(|err| {
         // Failing to establish the connection means the request never went out,
         // so the host can still serve it. Everything else here, a timeout
         // above all, may have reached the provider and been answered.
         if err.is_connect() || err.is_builder() {
-            CoreError::Connect(err.to_string())
+            Error::Connect(err.to_string())
         } else {
-            CoreError::Network(err.to_string())
+            Error::Network(err.to_string())
         }
     })?;
 
@@ -42,17 +46,17 @@ pub(super) async fn execute_chat_completions_provider_call(
     let text = response
         .text()
         .await
-        .map_err(|err| CoreError::Network(err.to_string()))?;
+        .map_err(|err| Error::Network(err.to_string()))?;
 
     if !status.is_success() {
-        return Err(CoreError::Http {
+        return Err(Error::Http {
             status: status.as_u16(),
             body: truncate_error_body(&text),
         });
     }
 
     let body: Value = serde_json::from_str(&text).map_err(|err| {
-        CoreError::InvalidResponse(format!("invalid chat completions response JSON: {err}"))
+        Error::InvalidResponse(format!("invalid chat completions response JSON: {err}"))
     })?;
     request
         .config
@@ -69,10 +73,10 @@ pub(super) async fn execute_chat_completions_provider_call(
 /// second kind has already been billed, and a host that keeps a reference
 /// implementation must not retry those, so collapse them to one variant that
 /// can only mean the provider was already called.
-pub(super) fn as_response_error(err: CoreError) -> CoreError {
+pub(super) fn as_response_error(err: Error) -> Error {
     match err {
-        already @ (CoreError::InvalidResponse(_) | CoreError::Http { .. }) => already,
-        other => CoreError::InvalidResponse(other.to_string()),
+        already @ (Error::InvalidResponse(_) | Error::Http { .. }) => already,
+        other => Error::InvalidResponse(other.to_string()),
     }
 }
 
@@ -80,7 +84,7 @@ pub(super) fn as_response_error(err: CoreError) -> CoreError {
 pub(super) async fn signed_headers(
     request: &ProviderChatCompletionsRequest,
     body: &[u8],
-) -> CoreResult<Vec<(String, String)>> {
+) -> Result<Vec<(String, String)>, Error> {
     use std::collections::BTreeMap;
     use std::time::SystemTime;
 
@@ -101,7 +105,7 @@ pub(super) async fn signed_headers(
         .iter()
         .any(|(name, _)| is_sigv4_computed_header(name))
     {
-        return Err(CoreError::Unsupported(
+        return Err(Error::Unsupported(
             "request forwards a header AWS SigV4 computes",
         ));
     }
@@ -137,9 +141,9 @@ pub(super) async fn signed_headers(
 pub(super) async fn signed_headers(
     request: &ProviderChatCompletionsRequest,
     _body: &[u8],
-) -> CoreResult<Vec<(String, String)>> {
+) -> Result<Vec<(String, String)>, Error> {
     match &request.auth {
-        ChatCompletionsAuth::AwsSigV4 { .. } => Err(CoreError::Unsupported(
+        ChatCompletionsAuth::AwsSigV4 { .. } => Err(Error::Unsupported(
             "AWS SigV4 requires the bedrock-auth feature",
         )),
         _ => Ok(request.upstream_headers.clone()),
diff --git a/litellm-rust/crates/core/src/chat_completions/mod.rs b/litellm-rust/crates/core/src/chat_completions/mod.rs
index f30ac1a24bf..32dea17d202 100644
--- a/litellm-rust/crates/core/src/chat_completions/mod.rs
+++ b/litellm-rust/crates/core/src/chat_completions/mod.rs
@@ -6,6 +6,7 @@
 //! credentials, and it resolves the provider, translates the conversation,
 //! calls the provider, and returns a typed OpenAI-shaped response.
 
+use crate::Error;
 mod client;
 mod common_utils;
 pub mod conversation;
@@ -17,16 +18,15 @@ pub mod types;
 
 use serde_json::{Map, Value};
 
-use crate::error::CoreResult;
-
 use handler::execute_chat_completions_provider_call;
-use prepare::{parse_messages, prepare_chat_completions_call, resolve_provider_config};
+use prepare::{parse_messages, resolve_provider_config, resolve_request};
 use types::{ChatCompletionsRequest, ChatCompletionsResponse};
 
+#[tracing::instrument(target = "litellm::function_trace", level = "trace", skip_all)]
 pub async fn chat_completions(
     request: ChatCompletionsRequest<'_>,
-) -> CoreResult<ChatCompletionsResponse> {
-    execute_chat_completions_provider_call(prepare_chat_completions_call(request)?).await
+) -> Result<ChatCompletionsResponse, Error> {
+    execute_chat_completions_provider_call(resolve_request(request)?).await
 }
 
 /// Whether the core would accept this request, without resolving credentials or
diff --git a/litellm-rust/crates/core/src/chat_completions/prepare.rs b/litellm-rust/crates/core/src/chat_completions/prepare.rs
index 1e1c8d1bafd..3be2ba21de4 100644
--- a/litellm-rust/crates/core/src/chat_completions/prepare.rs
+++ b/litellm-rust/crates/core/src/chat_completions/prepare.rs
@@ -1,17 +1,20 @@
 use serde_json::Value;
 
-use crate::error::{CoreError, CoreResult};
+use crate::error::Error;
 use crate::http_utils::has_header;
 use crate::routing_utils::provider::{CustomLlmProvider, get_custom_llm_provider};
 
 use super::common_utils::{chat_completions_provider_config, string_headers};
 use super::transformation::{ChatCompletionsAuth, ChatCompletionsProviderConfig};
-use super::types::{ChatCompletionsRequest, ChatMessage, ProviderChatCompletionsRequest};
+use super::types::{
+    ChatCompletionsRequest, ChatMessage, ProviderChatCompletionsRequest,
+    ResolvedChatCompletionsRequest,
+};
 
 pub(super) fn resolve_provider_config<'a>(
     model: &'a str,
     custom_llm_provider: Option<&'a str>,
-) -> CoreResult<(String, &'static dyn ChatCompletionsProviderConfig)> {
+) -> Result<(String, &'static dyn ChatCompletionsProviderConfig), Error> {
     let provider_info = get_custom_llm_provider(model, custom_llm_provider)
         .or_else(|| {
             custom_llm_provider.map(|provider| CustomLlmProvider {
@@ -20,41 +23,56 @@ pub(super) fn resolve_provider_config<'a>(
             })
         })
         .ok_or_else(|| {
-            CoreError::InvalidProvider(
+            Error::InvalidProvider(
                 "unable to resolve custom_llm_provider for chat completions request".to_string(),
             )
         })?;
     let config = chat_completions_provider_config(provider_info.custom_llm_provider)
-        .ok_or_else(|| CoreError::InvalidProvider(provider_info.custom_llm_provider.to_string()))?;
+        .ok_or_else(|| Error::InvalidProvider(provider_info.custom_llm_provider.to_string()))?;
     Ok((provider_info.model.to_string(), config))
 }
 
-pub(super) fn parse_messages(messages: Value) -> CoreResult<Vec<ChatMessage>> {
-    serde_json::from_value(messages).map_err(|err| {
-        CoreError::InvalidRequest(format!("invalid chat completions messages: {err}"))
-    })
+pub(super) fn parse_messages(messages: Value) -> Result<Vec<ChatMessage>, Error> {
+    serde_json::from_value(messages)
+        .map_err(|err| Error::InvalidRequest(format!("invalid chat completions messages: {err}")))
 }
 
-pub(super) fn prepare_chat_completions_call(
+pub(super) fn resolve_request(
     request: ChatCompletionsRequest<'_>,
-) -> CoreResult<ProviderChatCompletionsRequest> {
+) -> Result<ResolvedChatCompletionsRequest<'_>, Error> {
     let (model, config) = resolve_provider_config(request.model, request.custom_llm_provider)?;
-    let env_lookup = |key: &str| std::env::var(key).ok();
-
     let messages = parse_messages(request.messages)?;
     if messages.is_empty() {
-        return Err(CoreError::InvalidRequest(
+        return Err(Error::InvalidRequest(
             "chat completions requires at least one message".to_string(),
         ));
     }
     if let Some(reason) = config.unsupported_reason(&messages, &request.optional_params) {
-        return Err(CoreError::Unsupported(reason.0));
+        return Err(Error::Unsupported(reason.0));
     }
+    Ok(ResolvedChatCompletionsRequest {
+        model,
+        config,
+        messages,
+        optional_params: request.optional_params,
+        api_key: request.api_key,
+        api_base: request.api_base,
+        extra_headers: request.extra_headers,
+        timeout: request.timeout,
+    })
+}
 
-    let mut headers = string_headers(request.extra_headers)?;
+#[tracing::instrument(target = "litellm::function_trace", level = "trace", skip_all)]
+fn validate_environment(
+    request: &ResolvedChatCompletionsRequest<'_>,
+    model: &str,
+    config: &dyn ChatCompletionsProviderConfig,
+) -> Result<(Vec<(String, String)>, ChatCompletionsAuth), Error> {
+    let env_lookup = |key: &str| std::env::var(key).ok();
+    let mut headers = string_headers(request.extra_headers.clone())?;
     let auth = config.auth(
         request.api_key,
-        &model,
+        model,
         &request.optional_params,
         &env_lookup,
     )?;
@@ -95,7 +113,16 @@ pub(super) fn prepare_chat_completions_call(
             headers.push(((*name).to_string(), (*value).to_string()));
         }
     }
+    Ok((headers, auth))
+}
 
+pub(super) fn prepare_provider_request(
+    request: ResolvedChatCompletionsRequest<'_>,
+) -> Result<ProviderChatCompletionsRequest, Error> {
+    let (headers, auth) = validate_environment(&request, &request.model, request.config)?;
+    let model = request.model;
+    let config = request.config;
+    let env_lookup = |key: &str| std::env::var(key).ok();
     let url = config.complete_url(
         request.api_base,
         &model,
@@ -103,7 +130,7 @@ pub(super) fn prepare_chat_completions_call(
         &env_lookup,
     )?;
     let transformed =
-        config.transform_request(&model, messages, request.optional_params.clone())?;
+        config.transform_request(&model, request.messages, request.optional_params.clone())?;
 
     Ok(ProviderChatCompletionsRequest {
         model,
diff --git a/litellm-rust/crates/core/src/chat_completions/tests.rs b/litellm-rust/crates/core/src/chat_completions/tests.rs
index e2383723cb0..f8594dee447 100644
--- a/litellm-rust/crates/core/src/chat_completions/tests.rs
+++ b/litellm-rust/crates/core/src/chat_completions/tests.rs
@@ -1,10 +1,16 @@
 use serde_json::{Map, Value, json};
 
-use crate::error::CoreError;
+use crate::error::Error;
 
-use super::prepare::prepare_chat_completions_call;
+use super::prepare::{prepare_provider_request, resolve_request};
 use super::transformation::ChatCompletionsAuth;
-use super::types::ChatCompletionsRequest;
+use super::types::{ChatCompletionsRequest, ProviderChatCompletionsRequest};
+
+fn prepare_chat_completions_call(
+    request: ChatCompletionsRequest<'_>,
+) -> Result<ProviderChatCompletionsRequest, Error> {
+    prepare_provider_request(resolve_request(request)?)
+}
 
 fn request<'a>(
     model: &'a str,
@@ -29,7 +35,7 @@ fn request<'a>(
 
 /// `ProviderChatCompletionsRequest` deliberately has no `Debug` (its headers
 /// carry resolved credentials), so unwrap the failure case by hand.
-fn decline(request: ChatCompletionsRequest<'_>) -> CoreError {
+fn decline(request: ChatCompletionsRequest<'_>) -> Error {
     match prepare_chat_completions_call(request) {
         Err(error) => error,
         Ok(prepared) => panic!("expected a decline, prepared a call to {}", prepared.url),
@@ -196,7 +202,7 @@ fn declines_an_unsupported_request_before_resolving_credentials() {
     call.api_key = None;
     // No api_key is set and no env is consulted: the gate must run first, so the
     // error is the decline rather than a missing-credential error.
-    assert_eq!(decline(call), CoreError::Unsupported("streaming"));
+    assert_eq!(decline(call), Error::Unsupported("streaming"));
 }
 
 #[test]
@@ -208,7 +214,7 @@ fn rejects_an_unknown_provider() {
             json!([{"role": "user", "content": "hi"}]),
             json!({}),
         )),
-        CoreError::InvalidProvider("openai".to_string())
+        Error::InvalidProvider("openai".to_string())
     );
 }
 
@@ -221,7 +227,7 @@ fn rejects_a_model_with_no_resolvable_provider() {
             json!([{"role": "user", "content": "hi"}]),
             json!({}),
         )),
-        CoreError::InvalidProvider(_)
+        Error::InvalidProvider(_)
     ));
 }
 
@@ -234,7 +240,7 @@ fn rejects_an_empty_or_malformed_message_list() {
             json!([]),
             json!({}),
         )),
-        CoreError::InvalidRequest("chat completions requires at least one message".to_string())
+        Error::InvalidRequest("chat completions requires at least one message".to_string())
     );
     assert!(matches!(
         decline(request(
@@ -243,7 +249,7 @@ fn rejects_an_empty_or_malformed_message_list() {
             json!("not a list"),
             json!({}),
         )),
-        CoreError::InvalidRequest(_)
+        Error::InvalidRequest(_)
     ));
 }
 
@@ -258,7 +264,7 @@ fn rejects_non_string_extra_headers() {
     call.extra_headers = Some(Map::from_iter([("x-trace".to_string(), json!(7))]));
     assert_eq!(
         decline(call),
-        CoreError::InvalidRequest(
+        Error::InvalidRequest(
             "chat completions extra_headers.x-trace must be a string, got number".to_string()
         )
     );
@@ -374,7 +380,7 @@ async fn a_forwarded_header_the_signer_computes_declines_to_python() {
             .await
             .expect_err("{forwarded} should decline instead of being signed");
         assert!(
-            matches!(error, CoreError::Unsupported(_)),
+            matches!(error, Error::Unsupported(_)),
             "{forwarded} declined as {error:?}, which the host would not fall back on"
         );
     }
@@ -727,7 +733,7 @@ mod round_trip {
         .expect_err("response cannot be normalized");
         handle.await.expect("server task");
         assert!(
-            matches!(err, CoreError::InvalidResponse(_)),
+            matches!(err, Error::InvalidResponse(_)),
             "expected a post-send error, got {err:?}"
         );
     }
@@ -745,7 +751,7 @@ mod round_trip {
         .expect_err("response cannot be normalized");
         handle.await.expect("server task");
         assert!(
-            matches!(err, CoreError::InvalidResponse(_)),
+            matches!(err, Error::InvalidResponse(_)),
             "expected a post-send error, got {err:?}"
         );
     }
@@ -763,7 +769,7 @@ mod round_trip {
         .expect_err("upstream rejects");
         handle.await.expect("server task");
         assert!(
-            matches!(err, CoreError::Http { status: 429, .. }),
+            matches!(err, Error::Http { status: 429, .. }),
             "expected a 429, got {err:?}"
         );
     }
@@ -787,7 +793,7 @@ mod round_trip {
         .await
         .expect_err("nothing is listening");
         assert!(
-            matches!(err, CoreError::Connect(_)),
+            matches!(err, Error::Connect(_)),
             "expected a pre-send connect failure, got {err:?}"
         );
     }
@@ -797,24 +803,24 @@ mod round_trip {
         use crate::chat_completions::handler::as_response_error;
 
         for original in [
-            CoreError::MissingField("usage"),
-            CoreError::Unsupported("non-text response content block"),
-            CoreError::InvalidRequest("whatever".to_string()),
-            CoreError::Auth("whatever".to_string()),
+            Error::MissingField("usage"),
+            Error::Unsupported("non-text response content block"),
+            Error::InvalidRequest("whatever".to_string()),
+            Error::Auth("whatever".to_string()),
         ] {
             let label = format!("{original:?}");
             assert!(
-                matches!(as_response_error(original), CoreError::InvalidResponse(_)),
+                matches!(as_response_error(original), Error::InvalidResponse(_)),
                 "{label} must not stay retryable once the provider has answered"
             );
         }
         // An upstream status is already unambiguous, so it survives intact.
         assert!(matches!(
-            as_response_error(CoreError::Http {
+            as_response_error(Error::Http {
                 status: 500,
                 body: "boom".to_string()
             }),
-            CoreError::Http { status: 500, .. }
+            Error::Http { status: 500, .. }
         ));
     }
 }
diff --git a/litellm-rust/crates/core/src/chat_completions/transformation.rs b/litellm-rust/crates/core/src/chat_completions/transformation.rs
index a30ce9dc77c..d7b9704c46c 100644
--- a/litellm-rust/crates/core/src/chat_completions/transformation.rs
+++ b/litellm-rust/crates/core/src/chat_completions/transformation.rs
@@ -1,7 +1,6 @@
+use crate::Error;
 use serde_json::{Map, Value};
 
-use crate::error::CoreResult;
-
 use super::types::{
     ChatCompletionsResponse, ChatMessage, ChatMessageContent, ProviderChatRequestData,
     ProviderChatResponseData,
@@ -39,7 +38,7 @@ pub trait ChatCompletionsProviderConfig: Sync {
         model: &str,
         optional_params: &Map<String, Value>,
         env_lookup: &dyn Fn(&str) -> Option<String>,
-    ) -> CoreResult<String>;
+    ) -> Result<String, Error>;
 
     fn auth(
         &self,
@@ -47,7 +46,7 @@ pub trait ChatCompletionsProviderConfig: Sync {
         model: &str,
         optional_params: &Map<String, Value>,
         env_lookup: &dyn Fn(&str) -> Option<String>,
-    ) -> CoreResult<ChatCompletionsAuth>;
+    ) -> Result<ChatCompletionsAuth, Error>;
 
     fn default_headers(&self) -> &'static [(&'static str, &'static str)] {
         &[("content-type", "application/json")]
@@ -63,9 +62,8 @@ pub trait ChatCompletionsProviderConfig: Sync {
         false
     }
 
-    /// Provider parameter names (post-mapping) the Rust path knows how to place
-    /// in the upstream body. Anything outside this set declines the request.
-    fn supported_params(&self) -> &'static [&'static str];
+    /// Supported OpenAI parameter names paired with their provider names.
+    fn supported_openai_params(&self) -> &'static [(&'static str, &'static str)];
 
     /// Parameters consumed as call configuration (credentials, endpoints)
     /// rather than placed in the body. Accepted, never serialized.
@@ -79,7 +77,7 @@ pub trait ChatCompletionsProviderConfig: Sync {
         optional_params: &Map<String, Value>,
     ) -> Option<Unsupported> {
         unsupported_param(
-            self.supported_params(),
+            self.supported_openai_params(),
             self.config_params(),
             optional_params,
         )
@@ -91,17 +89,17 @@ pub trait ChatCompletionsProviderConfig: Sync {
         model: &str,
         messages: Vec<ChatMessage>,
         optional_params: Map<String, Value>,
-    ) -> CoreResult<ProviderChatRequestData>;
+    ) -> Result<ProviderChatRequestData, Error>;
 
     fn transform_response(
         &self,
         model: &str,
         response: ProviderChatResponseData,
-    ) -> CoreResult<ChatCompletionsResponse>;
+    ) -> Result<ChatCompletionsResponse, Error>;
 }
 
 pub fn unsupported_param(
-    supported: &'static [&'static str],
+    supported: &'static [(&'static str, &'static str)],
     config: &'static [&'static str],
     optional_params: &Map<String, Value>,
 ) -> Option<Unsupported> {
@@ -116,7 +114,9 @@ pub fn unsupported_param(
         .keys()
         .any(|key| {
             key != STREAM_PARAM
-                && !supported.contains(&key.as_str())
+                && !supported
+                    .iter()
+                    .any(|(_, provider_name)| *provider_name == key)
                 && !config.contains(&key.as_str())
         })
         .then_some(Unsupported("unrecognized request parameter"))
diff --git a/litellm-rust/crates/core/src/chat_completions/types.rs b/litellm-rust/crates/core/src/chat_completions/types.rs
index 35dd543a986..3238d09b6b5 100644
--- a/litellm-rust/crates/core/src/chat_completions/types.rs
+++ b/litellm-rust/crates/core/src/chat_completions/types.rs
@@ -22,6 +22,17 @@ pub struct ChatCompletionsRequest<'a> {
     pub timeout: Option<Duration>,
 }
 
+pub(super) struct ResolvedChatCompletionsRequest<'a> {
+    pub(super) model: String,
+    pub(super) config: &'static dyn ChatCompletionsProviderConfig,
+    pub(super) messages: Vec<ChatMessage>,
+    pub(super) optional_params: Map<String, Value>,
+    pub(super) api_key: Option<&'a str>,
+    pub(super) api_base: Option<&'a str>,
+    pub(super) extra_headers: Option<Map<String, Value>>,
+    pub(super) timeout: Option<Duration>,
+}
+
 pub(super) struct ProviderChatCompletionsRequest {
     pub(super) model: String,
     pub(super) config: &'static dyn ChatCompletionsProviderConfig,
diff --git a/litellm-rust/crates/core/src/constants.rs b/litellm-rust/crates/core/src/constants.rs
index e1ac0a4fc8f..a73961060eb 100644
--- a/litellm-rust/crates/core/src/constants.rs
+++ b/litellm-rust/crates/core/src/constants.rs
@@ -30,6 +30,8 @@ pub(crate) const CHAT_COMPLETIONS_TIMEOUT_SECS: u64 = 600;
 /// Connect timeout for chat completions provider calls, in seconds.
 pub(crate) const CHAT_COMPLETIONS_CONNECT_TIMEOUT_SECS: u64 = 10;
 
+pub(crate) const AUDIO_TRANSCRIPTION_TIMEOUT_SECS: u64 = 600;
+
 /// `object` field every non-streaming chat completion response carries.
 pub const CHAT_COMPLETION_OBJECT: &str = "chat.completion";
 
diff --git a/litellm-rust/crates/core/src/error.rs b/litellm-rust/crates/core/src/error.rs
index 739532f8cb5..db3fa2ec704 100644
--- a/litellm-rust/crates/core/src/error.rs
+++ b/litellm-rust/crates/core/src/error.rs
@@ -1,9 +1,7 @@
-use thiserror::Error;
+use thiserror::Error as ThisError;
 
-pub type CoreResult<T> = Result<T, CoreError>;
-
-#[derive(Debug, Error, PartialEq, Eq)]
-pub enum CoreError {
+#[derive(Debug, ThisError, PartialEq, Eq)]
+pub enum Error {
     #[error("expected {expected}, got {actual}")]
     InvalidType {
         expected: &'static str,
diff --git a/litellm-rust/crates/core/src/http_utils.rs b/litellm-rust/crates/core/src/http_utils.rs
index c541f50275b..3633130528d 100644
--- a/litellm-rust/crates/core/src/http_utils.rs
+++ b/litellm-rust/crates/core/src/http_utils.rs
@@ -3,7 +3,14 @@
 use serde_json::{Map, Value};
 
 use crate::constants::UPSTREAM_ERROR_BODY_MAX_CHARS;
-use crate::error::{CoreError, CoreResult, json_type_name};
+use crate::error::{Error, json_type_name};
+
+#[tracing::instrument(target = "litellm::function_trace", level = "trace", skip_all)]
+pub async fn http_request(
+    request: reqwest::RequestBuilder,
+) -> Result<reqwest::Response, reqwest::Error> {
+    request.send().await
+}
 
 /// Bound an upstream error body before it crosses a host boundary, so provider
 /// bodies stay data-minimized.
@@ -18,7 +25,7 @@ pub fn truncate_error_body(body: &str) -> String {
 pub fn string_headers(
     context: &'static str,
     extra_headers: Option<Map<String, Value>>,
-) -> CoreResult<Vec<(String, String)>> {
+) -> Result<Vec<(String, String)>, Error> {
     extra_headers
         .unwrap_or_default()
         .into_iter()
@@ -27,7 +34,7 @@ pub fn string_headers(
                 .as_str()
                 .map(|value| (key.clone(), value.to_string()))
                 .ok_or_else(|| {
-                    CoreError::InvalidRequest(format!(
+                    Error::InvalidRequest(format!(
                         "{context} extra_headers.{key} must be a string, got {}",
                         json_type_name(&value)
                     ))
@@ -81,7 +88,7 @@ mod tests {
         let err = string_headers("chat completions", Some(headers)).expect_err("non-string value");
         assert_eq!(
             err,
-            CoreError::InvalidRequest(
+            Error::InvalidRequest(
                 "chat completions extra_headers.x-trace must be a string, got number".to_string()
             )
         );
diff --git a/litellm-rust/crates/core/src/lib.rs b/litellm-rust/crates/core/src/lib.rs
index dce4a425ea0..0e18d24e5d8 100644
--- a/litellm-rust/crates/core/src/lib.rs
+++ b/litellm-rust/crates/core/src/lib.rs
@@ -13,4 +13,4 @@ pub mod responses;
 pub mod router;
 pub mod routing_utils;
 
-pub use error::{CoreError, CoreResult};
+pub use error::Error;
diff --git a/litellm-rust/crates/core/src/messages/common_utils.rs b/litellm-rust/crates/core/src/messages/common_utils.rs
index a14dffbc1fe..8f0f6652fa4 100644
--- a/litellm-rust/crates/core/src/messages/common_utils.rs
+++ b/litellm-rust/crates/core/src/messages/common_utils.rs
@@ -1,9 +1,8 @@
-use serde_json::{Map, Value};
-
-use crate::error::CoreResult;
+use crate::Error;
 use crate::http_utils::string_headers as shared_string_headers;
 use crate::providers::anthropic::messages::transformation::ANTHROPIC_MESSAGES_CONFIG;
 use crate::providers::azure_ai::messages::transformation::AZURE_ANTHROPIC_MESSAGES_CONFIG;
+use serde_json::{Map, Value};
 
 use super::transformation::AnthropicMessagesProviderConfig;
 
@@ -11,6 +10,7 @@ pub(super) use crate::http_utils::{has_bearer_auth, has_header, truncate_error_b
 
 const HEADER_CONTEXT: &str = "messages";
 
+#[tracing::instrument(target = "litellm::function_trace", level = "trace", skip_all)]
 pub(super) fn messages_provider_config(
     provider: &str,
 ) -> Option<&'static dyn AnthropicMessagesProviderConfig> {
@@ -23,6 +23,6 @@ pub(super) fn messages_provider_config(
 
 pub(super) fn string_headers(
     extra_headers: Option<Map<String, Value>>,
-) -> CoreResult<Vec<(String, String)>> {
+) -> Result<Vec<(String, String)>, Error> {
     shared_string_headers(HEADER_CONTEXT, extra_headers)
 }
diff --git a/litellm-rust/crates/core/src/messages/handler.rs b/litellm-rust/crates/core/src/messages/handler.rs
index 1c895f66eba..61ff81bcdc8 100644
--- a/litellm-rust/crates/core/src/messages/handler.rs
+++ b/litellm-rust/crates/core/src/messages/handler.rs
@@ -1,13 +1,17 @@
 use crate::constants::ANTHROPIC_MESSAGES_PROVIDER;
-use crate::error::{CoreError, CoreResult};
+use crate::error::Error;
+use crate::http_utils::http_request;
 
 use super::client::http_client;
 use super::common_utils::truncate_error_body;
-use super::types::{AnthropicMessagesResponse, ProviderMessagesRequest};
+use super::prepare::prepare_provider_request;
+use super::types::{AnthropicMessagesResponse, MessagesRequest};
 
+#[tracing::instrument(target = "litellm::function_trace", level = "trace", skip_all)]
 pub(super) async fn execute_messages_provider_call(
-    request: ProviderMessagesRequest,
-) -> CoreResult<AnthropicMessagesResponse> {
+    request: MessagesRequest<'_>,
+) -> Result<AnthropicMessagesResponse, Error> {
+    let request = prepare_provider_request(request)?;
     let mut request_builder = http_client().post(&request.url).json(&request.body);
     for (key, value) in &request.upstream_headers {
         request_builder = request_builder.header(key, value);
@@ -16,35 +20,34 @@ pub(super) async fn execute_messages_provider_call(
         request_builder = request_builder.timeout(duration);
     }
 
-    let response = request_builder
-        .send()
+    let response = http_request(request_builder)
         .await
-        .map_err(|err| CoreError::Network(err.to_string()))?;
+        .map_err(|err| Error::Network(err.to_string()))?;
 
     let status = response.status();
     let text = response
         .text()
         .await
-        .map_err(|err| CoreError::Network(err.to_string()))?;
+        .map_err(|err| Error::Network(err.to_string()))?;
 
     if !status.is_success() {
-        return Err(CoreError::Http {
+        return Err(Error::Http {
             status: status.as_u16(),
             body: truncate_error_body(&text),
         });
     }
 
-    let response = serde_json::from_str(&text).map_err(|err| {
-        CoreError::InvalidResponse(format!("invalid messages response JSON: {err}"))
-    })?;
+    let response = serde_json::from_str(&text)
+        .map_err(|err| Error::InvalidResponse(format!("invalid messages response JSON: {err}")))?;
     request.config.transform_response(&request.model, response)
 }
 
 pub(super) async fn execute_messages_provider_stream(
-    request: ProviderMessagesRequest,
-) -> CoreResult<reqwest::Response> {
+    request: MessagesRequest<'_>,
+) -> Result<reqwest::Response, Error> {
+    let request = prepare_provider_request(request)?;
     if request.provider != ANTHROPIC_MESSAGES_PROVIDER {
-        return Err(CoreError::InvalidRequest(
+        return Err(Error::InvalidRequest(
             "streaming messages is not supported for this provider".to_string(),
         ));
     }
@@ -57,17 +60,16 @@ pub(super) async fn execute_messages_provider_stream(
         request_builder = request_builder.timeout(duration);
     }
 
-    let response = request_builder
-        .send()
+    let response = http_request(request_builder)
         .await
-        .map_err(|err| CoreError::Network(err.to_string()))?;
+        .map_err(|err| Error::Network(err.to_string()))?;
     let status = response.status();
     if !status.is_success() {
         let text = response
             .text()
             .await
-            .map_err(|err| CoreError::Network(err.to_string()))?;
-        return Err(CoreError::Http {
+            .map_err(|err| Error::Network(err.to_string()))?;
+        return Err(Error::Http {
             status: status.as_u16(),
             body: truncate_error_body(&text),
         });
diff --git a/litellm-rust/crates/core/src/messages/mod.rs b/litellm-rust/crates/core/src/messages/mod.rs
index acb36d89daf..cfa8bda1104 100644
--- a/litellm-rust/crates/core/src/messages/mod.rs
+++ b/litellm-rust/crates/core/src/messages/mod.rs
@@ -7,6 +7,7 @@
 //! is the streaming variant; it hands the raw upstream response back so a host
 //! can splice the event stream to its own caller.
 
+use crate::Error;
 mod client;
 mod common_utils;
 mod handler;
@@ -14,18 +15,16 @@ mod prepare;
 pub mod transformation;
 pub mod types;
 
-use crate::error::CoreResult;
-
 use handler::{execute_messages_provider_call, execute_messages_provider_stream};
-use prepare::prepare_messages_call;
 use types::{AnthropicMessagesResponse, MessagesRequest};
 
-pub async fn messages(request: MessagesRequest<'_>) -> CoreResult<AnthropicMessagesResponse> {
-    execute_messages_provider_call(prepare_messages_call(request)?).await
+#[tracing::instrument(target = "litellm::function_trace", level = "trace", skip_all)]
+pub async fn messages(request: MessagesRequest<'_>) -> Result<AnthropicMessagesResponse, Error> {
+    execute_messages_provider_call(request).await
 }
 
-pub async fn messages_stream(request: MessagesRequest<'_>) -> CoreResult<reqwest::Response> {
-    execute_messages_provider_stream(prepare_messages_call(request)?).await
+pub async fn messages_stream(request: MessagesRequest<'_>) -> Result<reqwest::Response, Error> {
+    execute_messages_provider_stream(request).await
 }
 
 #[cfg(test)]
diff --git a/litellm-rust/crates/core/src/messages/prepare.rs b/litellm-rust/crates/core/src/messages/prepare.rs
index 94b5b1eaed7..ec83d03f535 100644
--- a/litellm-rust/crates/core/src/messages/prepare.rs
+++ b/litellm-rust/crates/core/src/messages/prepare.rs
@@ -1,13 +1,14 @@
-use crate::error::{CoreError, CoreResult};
+use crate::error::Error;
 use crate::routing_utils::provider::{CustomLlmProvider, get_custom_llm_provider};
 
 use super::common_utils::{has_bearer_auth, has_header, messages_provider_config, string_headers};
-use super::transformation::MessagesAuthStrategy;
+use super::transformation::{AnthropicMessagesProviderConfig, MessagesAuthStrategy};
 use super::types::{MessagesRequest, ProviderMessagesRequest};
+use serde_json::{Map, Value};
 
-pub(super) fn prepare_messages_call(
+pub(super) fn prepare_provider_request(
     request: MessagesRequest<'_>,
-) -> CoreResult<ProviderMessagesRequest> {
+) -> Result<ProviderMessagesRequest, Error> {
     let provider_info = get_custom_llm_provider(request.model, request.custom_llm_provider)
         .or_else(|| {
             request
@@ -18,7 +19,7 @@ pub(super) fn prepare_messages_call(
                 })
         })
         .ok_or_else(|| {
-            CoreError::InvalidProvider(
+            Error::InvalidProvider(
                 "unable to resolve custom_llm_provider for messages request".to_string(),
             )
         })?;
@@ -26,16 +27,49 @@ pub(super) fn prepare_messages_call(
     let provider = provider_info.custom_llm_provider;
 
     let config = messages_provider_config(provider)
-        .ok_or_else(|| CoreError::InvalidProvider(provider.to_string()))?;
+        .ok_or_else(|| Error::InvalidProvider(provider.to_string()))?;
     let env_lookup = |key: &str| std::env::var(key).ok();
 
-    let mut headers = string_headers(request.extra_headers)?;
+    let headers =
+        validate_environment(config, request.extra_headers, request.api_key, &env_lookup)?;
+
+    let typed_request = serde_json::from_value(request.body).map_err(|err| {
+        Error::InvalidRequest(format!("invalid Anthropic messages request: {err}"))
+    })?;
+    let transformed = config.transform_request(typed_request)?;
+    let body = serde_json::to_value(transformed).map_err(|err| {
+        Error::InvalidRequest(format!(
+            "failed to serialize Anthropic messages request: {err}"
+        ))
+    })?;
+
+    let url = config.complete_url(request.api_base, &model, &env_lookup)?;
+
+    Ok(ProviderMessagesRequest {
+        provider: provider.to_string(),
+        model,
+        config,
+        url,
+        body,
+        upstream_headers: headers,
+        timeout: request.timeout,
+    })
+}
+
+#[tracing::instrument(target = "litellm::function_trace", level = "trace", skip_all)]
+fn validate_environment(
+    config: &dyn AnthropicMessagesProviderConfig,
+    extra_headers: Option<Map<String, Value>>,
+    api_key: Option<&str>,
+    env_lookup: &dyn Fn(&str) -> Option<String>,
+) -> Result<Vec<(String, String)>, Error> {
+    let mut headers = string_headers(extra_headers)?;
 
     let auth_strategy = config.auth_strategy();
     let already_authorized = has_header(&headers, auth_strategy.header_name())
         || (config.accepts_bearer_auth() && has_bearer_auth(&headers));
     if !already_authorized {
-        let api_key = config.resolve_api_key(request.api_key, &env_lookup)?;
+        let api_key = config.resolve_api_key(api_key, env_lookup)?;
         let auth_header = match auth_strategy {
             MessagesAuthStrategy::Bearer => {
                 ("authorization".to_string(), format!("Bearer {api_key}"))
@@ -51,24 +85,5 @@ pub(super) fn prepare_messages_call(
         }
     }
 
-    let url = config.complete_url(request.api_base, &model, &env_lookup)?;
-    let typed_request = serde_json::from_value(request.body).map_err(|err| {
-        CoreError::InvalidRequest(format!("invalid Anthropic messages request: {err}"))
-    })?;
-    let transformed = config.transform_request(typed_request)?;
-    let body = serde_json::to_value(transformed).map_err(|err| {
-        CoreError::InvalidRequest(format!(
-            "failed to serialize Anthropic messages request: {err}"
-        ))
-    })?;
-
-    Ok(ProviderMessagesRequest {
-        provider: provider.to_string(),
-        model,
-        config,
-        url,
-        body,
-        upstream_headers: headers,
-        timeout: request.timeout,
-    })
+    Ok(headers)
 }
diff --git a/litellm-rust/crates/core/src/messages/tests.rs b/litellm-rust/crates/core/src/messages/tests.rs
index 9fc1763683b..df9f7051011 100644
--- a/litellm-rust/crates/core/src/messages/tests.rs
+++ b/litellm-rust/crates/core/src/messages/tests.rs
@@ -4,7 +4,7 @@ use serde_json::{Map, Value, json};
 use tokio::io::{AsyncReadExt, AsyncWriteExt};
 use tokio::net::{TcpListener, TcpStream};
 
-use crate::error::CoreError;
+use crate::error::Error;
 
 use super::common_utils::{
     has_bearer_auth, has_header, messages_provider_config, string_headers, truncate_error_body,
@@ -77,7 +77,7 @@ fn truncate_error_body_caps_long_payloads() {
 fn string_headers_rejects_non_string_values() {
     let headers = json!({"x-count": 3}).as_object().unwrap().clone();
     let err = string_headers(Some(headers)).expect_err("non-string header rejected");
-    assert!(matches!(err, CoreError::InvalidRequest(_)));
+    assert!(matches!(err, Error::InvalidRequest(_)));
 }
 
 #[test]
@@ -341,7 +341,7 @@ async fn messages_requires_auth_when_no_key_and_no_header() {
     .await
     .expect_err("missing auth errors");
 
-    assert!(matches!(err, CoreError::Auth(_)));
+    assert!(matches!(err, Error::Auth(_)));
 }
 
 #[tokio::test]
@@ -420,7 +420,7 @@ async fn messages_maps_provider_error_status_to_http_error() {
     .await
     .expect_err("provider error propagates");
 
-    assert!(matches!(err, CoreError::Http { status: 401, .. }));
+    assert!(matches!(err, Error::Http { status: 401, .. }));
 }
 
 #[tokio::test]
@@ -437,5 +437,5 @@ async fn messages_rejects_unsupported_provider() {
     .await
     .expect_err("unsupported provider errors");
 
-    assert!(matches!(err, CoreError::InvalidProvider(provider) if provider == "openai"));
+    assert!(matches!(err, Error::InvalidProvider(provider) if provider == "openai"));
 }
diff --git a/litellm-rust/crates/core/src/messages/transformation.rs b/litellm-rust/crates/core/src/messages/transformation.rs
index b478e20d24b..a5904c085a0 100644
--- a/litellm-rust/crates/core/src/messages/transformation.rs
+++ b/litellm-rust/crates/core/src/messages/transformation.rs
@@ -1,6 +1,5 @@
-use crate::error::CoreResult;
-
 use super::types::{AnthropicMessagesRequest, AnthropicMessagesResponse};
+use crate::Error;
 
 #[derive(Clone, Copy, Debug, PartialEq, Eq)]
 pub enum MessagesAuthStrategy {
@@ -23,13 +22,13 @@ pub trait AnthropicMessagesProviderConfig: Sync {
         api_base: Option<&str>,
         model: &str,
         env_lookup: &dyn Fn(&str) -> Option<String>,
-    ) -> CoreResult<String>;
+    ) -> Result<String, Error>;
 
     fn resolve_api_key(
         &self,
         api_key: Option<&str>,
         env_lookup: &dyn Fn(&str) -> Option<String>,
-    ) -> CoreResult<String>;
+    ) -> Result<String, Error>;
 
     fn auth_strategy(&self) -> MessagesAuthStrategy {
         MessagesAuthStrategy::Header("x-api-key")
@@ -46,18 +45,20 @@ pub trait AnthropicMessagesProviderConfig: Sync {
         ]
     }
 
+    #[tracing::instrument(target = "litellm::function_trace", level = "trace", skip_all)]
     fn transform_request(
         &self,
         request: AnthropicMessagesRequest,
-    ) -> CoreResult<AnthropicMessagesRequest> {
+    ) -> Result<AnthropicMessagesRequest, Error> {
         Ok(request)
     }
 
+    #[tracing::instrument(target = "litellm::function_trace", level = "trace", skip_all)]
     fn transform_response(
         &self,
         _model: &str,
         response: AnthropicMessagesResponse,
-    ) -> CoreResult<AnthropicMessagesResponse> {
+    ) -> Result<AnthropicMessagesResponse, Error> {
         Ok(response)
     }
 }
diff --git a/litellm-rust/crates/core/src/ocr/transformation.rs b/litellm-rust/crates/core/src/ocr/transformation.rs
index cb3e735e533..ad484c8f968 100644
--- a/litellm-rust/crates/core/src/ocr/transformation.rs
+++ b/litellm-rust/crates/core/src/ocr/transformation.rs
@@ -1,7 +1,6 @@
+use crate::Error;
 use serde_json::{Map, Value};
 
-use crate::CoreResult;
-
 use super::types::{OcrRequestData, OcrResponseData};
 
 #[derive(Clone, Copy, Debug, PartialEq, Eq)]
@@ -28,6 +27,7 @@ pub enum OcrResponseHandling {
 pub trait OcrProviderConfig: Sync {
     fn supported_ocr_params(&self) -> &'static [&'static str];
 
+    #[tracing::instrument(target = "litellm::function_trace", level = "trace", skip_all)]
     fn map_ocr_params(&self, non_default_params: &Map<String, Value>) -> Map<String, Value> {
         let mut mapped_params = Map::new();
         for (param, value) in non_default_params {
@@ -43,13 +43,13 @@ pub trait OcrProviderConfig: Sync {
         model: &str,
         document: Value,
         optional_params: Map<String, Value>,
-    ) -> CoreResult<OcrRequestData>;
+    ) -> Result<OcrRequestData, Error>;
 
     fn transform_ocr_response(
         &self,
         model: &str,
         response_json: Value,
-    ) -> CoreResult<OcrResponseData>;
+    ) -> Result<OcrResponseData, Error>;
 
     fn complete_url(
         &self,
@@ -57,13 +57,32 @@ pub trait OcrProviderConfig: Sync {
         model: &str,
         optional_params: &Map<String, Value>,
         env_lookup: &dyn Fn(&str) -> Option<String>,
-    ) -> CoreResult<String>;
+    ) -> Result<String, Error>;
 
     fn resolve_api_key(
         &self,
         api_key: Option<&str>,
         env_lookup: &dyn Fn(&str) -> Option<String>,
-    ) -> CoreResult<String>;
+    ) -> Result<String, Error>;
+
+    #[tracing::instrument(target = "litellm::function_trace", level = "trace", skip_all)]
+    fn validate_environment(
+        &self,
+        headers: Vec<(String, String)>,
+        api_key: Option<&str>,
+        env_lookup: &dyn Fn(&str) -> Option<String>,
+    ) -> Result<Vec<(String, String)>, Error> {
+        let strategy = self.auth_strategy();
+        if crate::http_utils::has_header(&headers, strategy.header_name()) {
+            return Ok(headers);
+        }
+        let api_key = self.resolve_api_key(api_key, env_lookup)?;
+        let auth_header = match strategy {
+            OcrAuthStrategy::Bearer => ("Authorization".to_string(), format!("Bearer {api_key}")),
+            OcrAuthStrategy::Header(name) => (name.to_string(), api_key),
+        };
+        Ok(std::iter::once(auth_header).chain(headers).collect())
+    }
 
     fn auth_strategy(&self) -> OcrAuthStrategy {
         OcrAuthStrategy::Bearer
diff --git a/litellm-rust/crates/core/src/providers/anthropic/chat_completions/tests.rs b/litellm-rust/crates/core/src/providers/anthropic/chat_completions/tests.rs
index 4534ac0182c..b22de6c47de 100644
--- a/litellm-rust/crates/core/src/providers/anthropic/chat_completions/tests.rs
+++ b/litellm-rust/crates/core/src/providers/anthropic/chat_completions/tests.rs
@@ -1,4 +1,5 @@
 use super::*;
+use crate::Error;
 use serde_json::json;
 
 fn messages(value: Value) -> Vec<ChatMessage> {
@@ -19,7 +20,7 @@ fn transform(model: &str, msgs: Value, opts: Value) -> Value {
         .body
 }
 
-fn transform_response(body: Value) -> CoreResult<ChatCompletionsResponse> {
+fn transform_response(body: Value) -> Result<ChatCompletionsResponse, Error> {
     ANTHROPIC_CHAT_COMPLETIONS_CONFIG
         .transform_response("claude-sonnet-4-5", ProviderChatResponseData { body })
 }
@@ -390,29 +391,26 @@ fn declines_a_response_carrying_a_non_text_block() {
         "usage": {"input_tokens": 1, "output_tokens": 1}
     }))
     .expect_err("non-text block");
-    assert_eq!(
-        err,
-        CoreError::Unsupported("non-text response content block")
-    );
+    assert_eq!(err, Error::Unsupported("non-text response content block"));
 }
 
 #[test]
 fn errors_on_a_response_missing_required_fields() {
     assert_eq!(
         transform_response(json!("nope")).expect_err("not an object"),
-        CoreError::InvalidResponse("messages response is not an object".to_string())
+        Error::InvalidResponse("messages response is not an object".to_string())
     );
     assert_eq!(
         transform_response(json!({"model": "m", "usage": {}})).expect_err("no content"),
-        CoreError::MissingField("content")
+        Error::MissingField("content")
     );
     assert_eq!(
         transform_response(json!({"model": "m", "content": []})).expect_err("no usage"),
-        CoreError::MissingField("usage")
+        Error::MissingField("usage")
     );
     assert_eq!(
         transform_response(json!({"content": [], "usage": {}})).expect_err("no model"),
-        CoreError::MissingField("model")
+        Error::MissingField("model")
     );
 }
 
diff --git a/litellm-rust/crates/core/src/providers/anthropic/chat_completions/transformation.rs b/litellm-rust/crates/core/src/providers/anthropic/chat_completions/transformation.rs
index 3658642b539..a7d5a8ad0cf 100644
--- a/litellm-rust/crates/core/src/providers/anthropic/chat_completions/transformation.rs
+++ b/litellm-rust/crates/core/src/providers/anthropic/chat_completions/transformation.rs
@@ -10,7 +10,7 @@ use crate::chat_completions::types::{
     ProviderChatRequestData, ProviderChatResponseData,
 };
 use crate::constants::ANTHROPIC_OAUTH_TOKEN_PREFIX;
-use crate::error::{CoreError, CoreResult};
+use crate::error::Error;
 use crate::providers::anthropic::messages::transformation::{
     complete_anthropic_url, resolve_anthropic_api_key,
 };
@@ -27,7 +27,12 @@ use crate::chat_completions::response_utils::{finish_reason_for, unix_now, usage
 /// per-model gate inside `transform_request`, the function this route replaces.
 /// Forwarding it would send `top_k` to a model that removed sampling params and
 /// take a 400 after the call, where Python drops it and succeeds.
-const SUPPORTED_PARAMS: &[&str] = &["max_tokens", "temperature", "top_p", "stop_sequences"];
+const SUPPORTED_PARAMS: &[(&str, &str)] = &[
+    ("max_tokens", "max_tokens"),
+    ("temperature", "temperature"),
+    ("top_p", "top_p"),
+    ("stop", "stop_sequences"),
+];
 
 pub struct AnthropicChatCompletionsConfig;
 
@@ -74,7 +79,7 @@ impl ChatCompletionsProviderConfig for AnthropicChatCompletionsConfig {
         _model: &str,
         _optional_params: &Map<String, Value>,
         env_lookup: &dyn Fn(&str) -> Option<String>,
-    ) -> CoreResult<String> {
+    ) -> Result<String, Error> {
         Ok(complete_anthropic_url(api_base, env_lookup))
     }
 
@@ -84,7 +89,7 @@ impl ChatCompletionsProviderConfig for AnthropicChatCompletionsConfig {
         _model: &str,
         _optional_params: &Map<String, Value>,
         env_lookup: &dyn Fn(&str) -> Option<String>,
-    ) -> CoreResult<ChatCompletionsAuth> {
+    ) -> Result<ChatCompletionsAuth, Error> {
         Ok(ChatCompletionsAuth::Header {
             name: "x-api-key",
             value: resolve_anthropic_api_key(api_key, env_lookup)?,
@@ -112,7 +117,8 @@ impl ChatCompletionsProviderConfig for AnthropicChatCompletionsConfig {
         })
     }
 
-    fn supported_params(&self) -> &'static [&'static str] {
+    #[tracing::instrument(target = "litellm::function_trace", level = "trace", skip_all)]
+    fn supported_openai_params(&self) -> &'static [(&'static str, &'static str)] {
         SUPPORTED_PARAMS
     }
 
@@ -121,7 +127,7 @@ impl ChatCompletionsProviderConfig for AnthropicChatCompletionsConfig {
         messages: &[ChatMessage],
         optional_params: &Map<String, Value>,
     ) -> Option<Unsupported> {
-        unsupported_param(SUPPORTED_PARAMS, &[], optional_params)
+        unsupported_param(self.supported_openai_params(), &[], optional_params)
             .or_else(|| messages.iter().find_map(unsupported_message))
             // Anthropic rejects a request whose first turn is not a user turn.
             // Python only repairs that under `litellm.modify_params`, which the
@@ -132,30 +138,33 @@ impl ChatCompletionsProviderConfig for AnthropicChatCompletionsConfig {
             })
     }
 
+    #[tracing::instrument(target = "litellm::function_trace", level = "trace", skip_all)]
     fn transform_request(
         &self,
         model: &str,
         messages: Vec<ChatMessage>,
         optional_params: Map<String, Value>,
-    ) -> CoreResult<ProviderChatRequestData> {
+    ) -> Result<ProviderChatRequestData, Error> {
         Ok(ProviderChatRequestData {
             body: anthropic_body(model, &build_conversation(&messages), optional_params),
         })
     }
 
+    #[tracing::instrument(target = "litellm::function_trace", level = "trace", skip_all)]
     fn transform_response(
         &self,
         _model: &str,
         response: ProviderChatResponseData,
-    ) -> CoreResult<ChatCompletionsResponse> {
-        let body = response.body.as_object().ok_or_else(|| {
-            CoreError::InvalidResponse("messages response is not an object".into())
-        })?;
+    ) -> Result<ChatCompletionsResponse, Error> {
+        let body = response
+            .body
+            .as_object()
+            .ok_or_else(|| Error::InvalidResponse("messages response is not an object".into()))?;
 
         let content = body
             .get("content")
             .and_then(Value::as_array)
-            .ok_or(CoreError::MissingField("content"))?;
+            .ok_or(Error::MissingField("content"))?;
         // The route declines tool and thinking requests, so a non-text block
         // means the response carries something this path never asked for.
         // Decline rather than silently dropping it; the host falls back.
@@ -163,7 +172,7 @@ impl ChatCompletionsProviderConfig for AnthropicChatCompletionsConfig {
             .iter()
             .any(|block| block.get("type").and_then(Value::as_str) != Some("text"))
         {
-            return Err(CoreError::Unsupported("non-text response content block"));
+            return Err(Error::Unsupported("non-text response content block"));
         }
         let text: String = content
             .iter()
@@ -173,7 +182,7 @@ impl ChatCompletionsProviderConfig for AnthropicChatCompletionsConfig {
         let usage = body
             .get("usage")
             .and_then(Value::as_object)
-            .ok_or(CoreError::MissingField("usage"))?;
+            .ok_or(Error::MissingField("usage"))?;
         let field = |name: &str| usage.get(name).and_then(Value::as_u64).unwrap_or(0);
 
         Ok(ChatCompletionsResponse {
@@ -181,7 +190,7 @@ impl ChatCompletionsProviderConfig for AnthropicChatCompletionsConfig {
             model: body
                 .get("model")
                 .and_then(Value::as_str)
-                .ok_or(CoreError::MissingField("model"))?
+                .ok_or(Error::MissingField("model"))?
                 .to_string(),
             choices: vec![ChatCompletionsChoice {
                 index: 0,
diff --git a/litellm-rust/crates/core/src/providers/anthropic/messages/transformation.rs b/litellm-rust/crates/core/src/providers/anthropic/messages/transformation.rs
index 829f2260d3c..f31b961e78a 100644
--- a/litellm-rust/crates/core/src/providers/anthropic/messages/transformation.rs
+++ b/litellm-rust/crates/core/src/providers/anthropic/messages/transformation.rs
@@ -1,4 +1,4 @@
-use crate::error::{CoreError, CoreResult};
+use crate::error::Error;
 use crate::messages::transformation::{AnthropicMessagesProviderConfig, MessagesAuthStrategy};
 
 const ANTHROPIC_API_KEY_ENV: &str = "ANTHROPIC_API_KEY";
@@ -17,12 +17,12 @@ pub fn non_empty(value: Option<&str>) -> Option<&str> {
 pub fn resolve_anthropic_api_key(
     api_key: Option<&str>,
     env_lookup: &dyn Fn(&str) -> Option<String>,
-) -> CoreResult<String> {
+) -> Result<String, Error> {
     non_empty(api_key)
         .map(str::to_string)
         .or_else(|| env_lookup(ANTHROPIC_API_KEY_ENV).filter(|value| !value.trim().is_empty()))
         .ok_or_else(|| {
-            CoreError::Auth(
+            Error::Auth(
                 "Missing Anthropic API Key - Set `api_key` or the ANTHROPIC_API_KEY \
                  environment variable"
                     .to_string(),
@@ -47,12 +47,13 @@ pub fn complete_anthropic_url(
 }
 
 impl AnthropicMessagesProviderConfig for AnthropicMessagesConfig {
+    #[tracing::instrument(target = "litellm::function_trace", level = "trace", skip_all)]
     fn complete_url(
         &self,
         api_base: Option<&str>,
         _model: &str,
         env_lookup: &dyn Fn(&str) -> Option<String>,
-    ) -> CoreResult<String> {
+    ) -> Result<String, Error> {
         Ok(complete_anthropic_url(api_base, env_lookup))
     }
 
@@ -60,7 +61,7 @@ impl AnthropicMessagesProviderConfig for AnthropicMessagesConfig {
         &self,
         api_key: Option<&str>,
         env_lookup: &dyn Fn(&str) -> Option<String>,
-    ) -> CoreResult<String> {
+    ) -> Result<String, Error> {
         resolve_anthropic_api_key(api_key, env_lookup)
     }
 
@@ -121,7 +122,7 @@ mod tests {
         );
         assert!(matches!(
             resolve_anthropic_api_key(None, &|_| None).expect_err("missing key"),
-            CoreError::Auth(_)
+            Error::Auth(_)
         ));
     }
 
diff --git a/litellm-rust/crates/core/src/providers/azure_ai/messages/transformation.rs b/litellm-rust/crates/core/src/providers/azure_ai/messages/transformation.rs
index 7b958c77ba3..b8ca10461fb 100644
--- a/litellm-rust/crates/core/src/providers/azure_ai/messages/transformation.rs
+++ b/litellm-rust/crates/core/src/providers/azure_ai/messages/transformation.rs
@@ -1,4 +1,4 @@
-use crate::error::{CoreError, CoreResult};
+use crate::error::Error;
 use crate::messages::transformation::{AnthropicMessagesProviderConfig, MessagesAuthStrategy};
 use crate::messages::types::{
     AnthropicMessage, AnthropicMessagesRequest, AnthropicMessagesResponse, ContentBlock,
@@ -28,12 +28,12 @@ pub const AZURE_ANTHROPIC_MESSAGES_CONFIG: AzureAnthropicMessagesConfig =
 pub fn resolve_azure_api_key(
     api_key: Option<&str>,
     env_lookup: &dyn Fn(&str) -> Option<String>,
-) -> CoreResult<String> {
+) -> Result<String, Error> {
     non_empty(api_key)
         .map(str::to_string)
         .or_else(|| env_lookup(AZURE_API_KEY_ENV).filter(|value| !value.trim().is_empty()))
         .ok_or_else(|| {
-            CoreError::Auth(
+            Error::Auth(
                 "Missing Azure API Key - Set `api_key` or the AZURE_API_KEY environment variable"
                     .to_string(),
             )
@@ -43,12 +43,12 @@ pub fn resolve_azure_api_key(
 pub fn complete_azure_anthropic_url(
     api_base: Option<&str>,
     env_lookup: &dyn Fn(&str) -> Option<String>,
-) -> CoreResult<String> {
+) -> Result<String, Error> {
     let api_base = non_empty(api_base)
         .map(str::to_string)
         .or_else(|| env_lookup(AZURE_API_BASE_ENV).filter(|value| !value.trim().is_empty()))
         .ok_or_else(|| {
-            CoreError::Auth(
+            Error::Auth(
                 "Missing Azure API Base - Set `api_base` or the AZURE_API_BASE environment variable. \
                  Expected format: https://<resource-name>.services.ai.azure.com/anthropic"
                     .to_string(),
@@ -142,12 +142,13 @@ fn fold_system_role_messages(request: AnthropicMessagesRequest) -> AnthropicMess
 }
 
 impl AnthropicMessagesProviderConfig for AzureAnthropicMessagesConfig {
+    #[tracing::instrument(target = "litellm::function_trace", level = "trace", skip_all)]
     fn complete_url(
         &self,
         api_base: Option<&str>,
         _model: &str,
         env_lookup: &dyn Fn(&str) -> Option<String>,
-    ) -> CoreResult<String> {
+    ) -> Result<String, Error> {
         complete_azure_anthropic_url(api_base, env_lookup)
     }
 
@@ -155,7 +156,7 @@ impl AnthropicMessagesProviderConfig for AzureAnthropicMessagesConfig {
         &self,
         api_key: Option<&str>,
         env_lookup: &dyn Fn(&str) -> Option<String>,
-    ) -> CoreResult<String> {
+    ) -> Result<String, Error> {
         resolve_azure_api_key(api_key, env_lookup)
     }
 
@@ -174,7 +175,7 @@ impl AnthropicMessagesProviderConfig for AzureAnthropicMessagesConfig {
     fn transform_request(
         &self,
         request: AnthropicMessagesRequest,
-    ) -> CoreResult<AnthropicMessagesRequest> {
+    ) -> Result<AnthropicMessagesRequest, Error> {
         let mut request = fold_system_role_messages(request);
         if let Some(system) = request.system.as_mut() {
             strip_scope_from_system(system);
@@ -190,7 +191,7 @@ impl AnthropicMessagesProviderConfig for AzureAnthropicMessagesConfig {
         &self,
         model: &str,
         response: AnthropicMessagesResponse,
-    ) -> CoreResult<AnthropicMessagesResponse> {
+    ) -> Result<AnthropicMessagesResponse, Error> {
         self.anthropic.transform_response(model, response)
     }
 }
@@ -268,7 +269,7 @@ mod tests {
             "https://env.services.ai.azure.com/anthropic/v1/messages"
         );
         let err = complete_azure_anthropic_url(Some("  "), &|_| None).expect_err("missing base");
-        assert!(matches!(err, CoreError::Auth(_)));
+        assert!(matches!(err, Error::Auth(_)));
     }
 
     #[test]
@@ -284,7 +285,7 @@ mod tests {
         );
         assert!(matches!(
             resolve_azure_api_key(None, &|_| None).expect_err("missing key"),
-            CoreError::Auth(_)
+            Error::Auth(_)
         ));
     }
 
diff --git a/litellm-rust/crates/core/src/providers/azure_ai/ocr/transformation.rs b/litellm-rust/crates/core/src/providers/azure_ai/ocr/transformation.rs
index eabd15677cc..641a019476e 100644
--- a/litellm-rust/crates/core/src/providers/azure_ai/ocr/transformation.rs
+++ b/litellm-rust/crates/core/src/providers/azure_ai/ocr/transformation.rs
@@ -1,6 +1,6 @@
 use std::collections::BTreeSet;
 
-use crate::error::{CoreError, CoreResult, json_type_name};
+use crate::error::{Error, json_type_name};
 use crate::ocr::transformation::{OcrAuthStrategy, OcrProviderConfig, OcrResponseHandling};
 use crate::ocr::types::{OcrRequestData, OcrResponseData};
 use serde_json::{Map, Value, json};
@@ -14,7 +14,7 @@ const AZURE_DOCUMENT_INTELLIGENCE_ENDPOINT_ENV: &str = "AZURE_DOCUMENT_INTELLIGE
 const AZURE_DOCUMENT_INTELLIGENCE_API_VERSION: &str = "2024-11-30";
 const AZURE_DOCUMENT_INTELLIGENCE_DEFAULT_DPI: i64 = 96;
 
-const AZURE_DOCUMENT_INTELLIGENCE_SUPPORTED_OCR_PARAMS: &[&str] = &["pages"];
+const AZURE_DOCUMENT_INTELLIGENCE_SUPPORTED_OCR_PARAMS: &[&str] = &["pages", "features"];
 
 pub struct AzureAiOcrConfig;
 pub struct AzureDocumentIntelligenceOcrConfig;
@@ -32,17 +32,17 @@ fn resolve_value(
     env_name: &str,
     env_lookup: &dyn Fn(&str) -> Option<String>,
     missing_message: &str,
-) -> CoreResult<String> {
+) -> Result<String, Error> {
     non_empty(explicit)
         .map(str::to_string)
         .or_else(|| env_lookup(env_name).filter(|value| !value.trim().is_empty()))
-        .ok_or_else(|| CoreError::Auth(missing_message.to_string()))
+        .ok_or_else(|| Error::Auth(missing_message.to_string()))
 }
 
 pub fn resolve_azure_ai_api_key(
     api_key: Option<&str>,
     env_lookup: &dyn Fn(&str) -> Option<String>,
-) -> CoreResult<String> {
+) -> Result<String, Error> {
     resolve_value(
         api_key,
         AZURE_AI_API_KEY_ENV,
@@ -54,7 +54,7 @@ pub fn resolve_azure_ai_api_key(
 pub fn resolve_azure_ai_api_base(
     api_base: Option<&str>,
     env_lookup: &dyn Fn(&str) -> Option<String>,
-) -> CoreResult<String> {
+) -> Result<String, Error> {
     resolve_value(
         api_base,
         AZURE_AI_API_BASE_ENV,
@@ -66,7 +66,7 @@ pub fn resolve_azure_ai_api_base(
 pub fn complete_azure_ai_url(
     api_base: Option<&str>,
     env_lookup: &dyn Fn(&str) -> Option<String>,
-) -> CoreResult<String> {
+) -> Result<String, Error> {
     let base = resolve_azure_ai_api_base(api_base, env_lookup)?;
     Ok(format!(
         "{}/providers/mistral/azure/ocr",
@@ -77,7 +77,7 @@ pub fn complete_azure_ai_url(
 pub fn resolve_document_intelligence_api_key(
     api_key: Option<&str>,
     env_lookup: &dyn Fn(&str) -> Option<String>,
-) -> CoreResult<String> {
+) -> Result<String, Error> {
     resolve_value(
         api_key,
         AZURE_DOCUMENT_INTELLIGENCE_API_KEY_ENV,
@@ -89,7 +89,7 @@ pub fn resolve_document_intelligence_api_key(
 pub fn resolve_document_intelligence_endpoint(
     api_base: Option<&str>,
     env_lookup: &dyn Fn(&str) -> Option<String>,
-) -> CoreResult<String> {
+) -> Result<String, Error> {
     resolve_value(
         api_base,
         AZURE_DOCUMENT_INTELLIGENCE_ENDPOINT_ENV,
@@ -127,7 +127,7 @@ fn pages_token_is_valid(token: &str) -> bool {
     }
 }
 
-fn normalize_pages_param(pages: &Value) -> CoreResult<Option<String>> {
+fn normalize_pages_param(pages: &Value) -> Result<Option<String>, Error> {
     match pages {
         Value::String(value) => {
             let normalized = value
@@ -138,7 +138,7 @@ fn normalize_pages_param(pages: &Value) -> CoreResult<Option<String>> {
             if normalized.split(',').all(pages_token_is_valid) {
                 Ok(Some(normalized))
             } else {
-                Err(CoreError::InvalidRequest(format!(
+                Err(Error::InvalidRequest(format!(
                     "Invalid `pages` string for Azure Document Intelligence: {value:?}. Expected format like '1-3,5,7-9'."
                 )))
             }
@@ -152,7 +152,7 @@ fn normalize_pages_param(pages: &Value) -> CoreResult<Option<String>> {
                 for value in values {
                     let page = value.as_i64().expect("checked is_i64");
                     if page < 0 {
-                        return Err(CoreError::InvalidRequest(
+                        return Err(Error::InvalidRequest(
                             "`pages` integers must be >= 0 (Mistral 0-based indices)".to_string(),
                         ));
                     }
@@ -176,28 +176,68 @@ fn normalize_pages_param(pages: &Value) -> CoreResult<Option<String>> {
                 if normalized.split(',').all(pages_token_is_valid) {
                     return Ok(Some(normalized));
                 }
-                return Err(CoreError::InvalidRequest(format!(
+                return Err(Error::InvalidRequest(format!(
                     "Invalid `pages` list for Azure Document Intelligence: {values:?}. Expected tokens like '1' or '3-5'."
                 )));
             }
-            Err(CoreError::InvalidRequest(
+            Err(Error::InvalidRequest(
                 "`pages` must be a list[int] (0-based, Mistral-style) or a string like '1-3,5,7-9'."
                     .to_string(),
             ))
         }
-        _ => Err(CoreError::InvalidRequest(
+        _ => Err(Error::InvalidRequest(
             "`pages` must be a list[int] (0-based, Mistral-style) or a string like '1-3,5,7-9'."
                 .to_string(),
         )),
     }
 }
 
+fn feature_token_is_valid(token: &str) -> bool {
+    let Some((first, rest)) = token.as_bytes().split_first() else {
+        return false;
+    };
+    first.is_ascii_alphabetic() && rest.iter().all(u8::is_ascii_alphanumeric)
+}
+
+fn invalid_features_error(features: &Value) -> Error {
+    Error::InvalidRequest(format!(
+        "Invalid `features` for Azure Document Intelligence: {features:?}. Expected a list of feature names or a comma-separated string like 'keyValuePairs' or 'keyValuePairs,languages'."
+    ))
+}
+
+fn normalize_features_param(features: &Value) -> Result<Option<String>, Error> {
+    let normalized = match features {
+        Value::String(value) => value
+            .split(',')
+            .map(str::trim)
+            .collect::<Vec<_>>()
+            .join(","),
+        Value::Array(values) if values.is_empty() => return Ok(None),
+        Value::Array(values) => values
+            .iter()
+            .map(Value::as_str)
+            .collect::<Option<Vec<_>>>()
+            .ok_or_else(|| invalid_features_error(features))?
+            .into_iter()
+            .map(str::trim)
+            .collect::<Vec<_>>()
+            .join(","),
+        _ => return Err(invalid_features_error(features)),
+    };
+
+    if normalized.split(',').all(feature_token_is_valid) {
+        Ok(Some(normalized))
+    } else {
+        Err(invalid_features_error(features))
+    }
+}
+
 pub fn complete_document_intelligence_url(
     api_base: Option<&str>,
     model: &str,
     optional_params: &Map<String, Value>,
     env_lookup: &dyn Fn(&str) -> Option<String>,
-) -> CoreResult<String> {
+) -> Result<String, Error> {
     let endpoint = resolve_document_intelligence_endpoint(api_base, env_lookup)?;
     let mut url = format!(
         "{}/documentintelligence/documentModels/{}:analyze?api-version={}",
@@ -213,23 +253,30 @@ pub fn complete_document_intelligence_url(
         url.push_str(&normalized);
     }
 
+    if let Some(features) = optional_params.get("features")
+        && let Some(normalized) = normalize_features_param(features)?
+    {
+        url.push_str("&features=");
+        url.push_str(&normalized);
+    }
+
     Ok(url)
 }
 
-fn document_url_from_mistral_document(document: &Value) -> CoreResult<&str> {
-    let object = document.as_object().ok_or_else(|| CoreError::InvalidType {
+fn document_url_from_mistral_document(document: &Value) -> Result<&str, Error> {
+    let object = document.as_object().ok_or_else(|| Error::InvalidType {
         expected: "object",
         actual: json_type_name(document),
     })?;
     let doc_type = object
         .get("type")
         .and_then(Value::as_str)
-        .ok_or(CoreError::MissingField("document.type"))?;
+        .ok_or(Error::MissingField("document.type"))?;
     let field_name = match doc_type {
         "document_url" => "document_url",
         "image_url" => "image_url",
         other => {
-            return Err(CoreError::InvalidRequest(format!(
+            return Err(Error::InvalidRequest(format!(
                 "Invalid document type: {other}. Must be 'document_url' or 'image_url'"
             )));
         }
@@ -238,7 +285,7 @@ fn document_url_from_mistral_document(document: &Value) -> CoreResult<&str> {
         .get(field_name)
         .and_then(Value::as_str)
         .filter(|value| !value.is_empty())
-        .ok_or(CoreError::MissingField(field_name))
+        .ok_or(Error::MissingField(field_name))
 }
 
 fn extract_base64_from_data_uri(data_uri: &str) -> &str {
@@ -290,7 +337,7 @@ impl OcrProviderConfig for AzureAiOcrConfig {
         model: &str,
         document: Value,
         optional_params: Map<String, Value>,
-    ) -> CoreResult<OcrRequestData> {
+    ) -> Result<OcrRequestData, Error> {
         MISTRAL_OCR_CONFIG.transform_ocr_request(model, document, optional_params)
     }
 
@@ -298,7 +345,7 @@ impl OcrProviderConfig for AzureAiOcrConfig {
         &self,
         model: &str,
         response_json: Value,
-    ) -> CoreResult<OcrResponseData> {
+    ) -> Result<OcrResponseData, Error> {
         MISTRAL_OCR_CONFIG.transform_ocr_response(model, response_json)
     }
 
@@ -308,7 +355,7 @@ impl OcrProviderConfig for AzureAiOcrConfig {
         _model: &str,
         _optional_params: &Map<String, Value>,
         env_lookup: &dyn Fn(&str) -> Option<String>,
-    ) -> CoreResult<String> {
+    ) -> Result<String, Error> {
         complete_azure_ai_url(api_base, env_lookup)
     }
 
@@ -316,7 +363,7 @@ impl OcrProviderConfig for AzureAiOcrConfig {
         &self,
         api_key: Option<&str>,
         env_lookup: &dyn Fn(&str) -> Option<String>,
-    ) -> CoreResult<String> {
+    ) -> Result<String, Error> {
         resolve_azure_ai_api_key(api_key, env_lookup)
     }
 
@@ -335,7 +382,7 @@ impl OcrProviderConfig for AzureDocumentIntelligenceOcrConfig {
         _model: &str,
         document: Value,
         _optional_params: Map<String, Value>,
-    ) -> CoreResult<OcrRequestData> {
+    ) -> Result<OcrRequestData, Error> {
         let document_url = document_url_from_mistral_document(&document)?;
         let mut data = Map::new();
         if document_url.starts_with("data:") {
@@ -359,19 +406,19 @@ impl OcrProviderConfig for AzureDocumentIntelligenceOcrConfig {
         &self,
         model: &str,
         response_json: Value,
-    ) -> CoreResult<OcrResponseData> {
+    ) -> Result<OcrResponseData, Error> {
         let response = response_json
             .as_object()
-            .ok_or_else(|| CoreError::InvalidType {
+            .ok_or_else(|| Error::InvalidType {
                 expected: "object",
                 actual: json_type_name(&response_json),
             })?;
         let status = response
             .get("status")
             .and_then(Value::as_str)
-            .ok_or(CoreError::MissingField("status"))?;
+            .ok_or(Error::MissingField("status"))?;
         if status != "succeeded" {
-            return Err(CoreError::InvalidResponse(format!(
+            return Err(Error::InvalidResponse(format!(
                 "Azure Document Intelligence analysis failed with status: {status}"
             )));
         }
@@ -414,7 +461,7 @@ impl OcrProviderConfig for AzureDocumentIntelligenceOcrConfig {
         model: &str,
         optional_params: &Map<String, Value>,
         env_lookup: &dyn Fn(&str) -> Option<String>,
-    ) -> CoreResult<String> {
+    ) -> Result<String, Error> {
         complete_document_intelligence_url(api_base, model, optional_params, env_lookup)
     }
 
@@ -422,7 +469,7 @@ impl OcrProviderConfig for AzureDocumentIntelligenceOcrConfig {
         &self,
         api_key: Option<&str>,
         env_lookup: &dyn Fn(&str) -> Option<String>,
-    ) -> CoreResult<String> {
+    ) -> Result<String, Error> {
         resolve_document_intelligence_api_key(api_key, env_lookup)
     }
 
@@ -475,6 +522,103 @@ mod tests {
         );
     }
 
+    #[test]
+    fn document_intelligence_url_normalizes_features() {
+        let params = serde_json::Map::from_iter([(
+            "features".to_string(),
+            json!("keyValuePairs, languages"),
+        )]);
+        let url = complete_document_intelligence_url(
+            Some("https://example.cognitiveservices.azure.com"),
+            "prebuilt-layout",
+            &params,
+            &|_| None,
+        )
+        .expect("url builds");
+
+        assert_eq!(
+            url,
+            "https://example.cognitiveservices.azure.com/documentintelligence/documentModels/prebuilt-layout:analyze?api-version=2024-11-30&features=keyValuePairs,languages"
+        );
+    }
+
+    #[test]
+    fn document_intelligence_url_combines_pages_and_feature_list() {
+        let params = serde_json::Map::from_iter([
+            ("pages".to_string(), json!([0, 1, 2])),
+            (
+                "features".to_string(),
+                json!([" keyValuePairs ", "languages"]),
+            ),
+        ]);
+        let url = complete_document_intelligence_url(
+            Some("https://example.cognitiveservices.azure.com"),
+            "prebuilt-layout",
+            &params,
+            &|_| None,
+        )
+        .expect("url builds");
+
+        assert_eq!(
+            url,
+            "https://example.cognitiveservices.azure.com/documentintelligence/documentModels/prebuilt-layout:analyze?api-version=2024-11-30&pages=1,2,3&features=keyValuePairs,languages"
+        );
+    }
+
+    #[test]
+    fn document_intelligence_url_omits_empty_feature_list() {
+        let params = serde_json::Map::from_iter([("features".to_string(), json!([]))]);
+        let url = complete_document_intelligence_url(
+            Some("https://example.cognitiveservices.azure.com"),
+            "prebuilt-layout",
+            &params,
+            &|_| None,
+        )
+        .expect("url builds");
+
+        assert_eq!(
+            url,
+            "https://example.cognitiveservices.azure.com/documentintelligence/documentModels/prebuilt-layout:analyze?api-version=2024-11-30"
+        );
+    }
+
+    #[test]
+    fn document_intelligence_url_rejects_invalid_features() {
+        for features in [
+            json!("keyValuePairs&pages=9"),
+            json!(""),
+            json!(["keyValuePairs", 1]),
+            json!({"feature": "keyValuePairs"}),
+        ] {
+            let params = serde_json::Map::from_iter([("features".to_string(), features.clone())]);
+            let error = complete_document_intelligence_url(
+                Some("https://example.cognitiveservices.azure.com"),
+                "prebuilt-layout",
+                &params,
+                &|_| None,
+            )
+            .expect_err("invalid features must fail");
+
+            assert!(
+                matches!(error, Error::InvalidRequest(message) if message.contains("Invalid `features`")),
+                "features={features:?}"
+            );
+        }
+    }
+
+    #[test]
+    fn document_intelligence_maps_features() {
+        let params = Map::from_iter([
+            ("features".to_string(), json!(["keyValuePairs"])),
+            ("unsupported".to_string(), json!(true)),
+        ]);
+
+        assert_eq!(
+            AZURE_DOCUMENT_INTELLIGENCE_OCR_CONFIG.map_ocr_params(&params),
+            Map::from_iter([("features".to_string(), json!(["keyValuePairs"]))])
+        );
+    }
+
     #[test]
     fn document_intelligence_request_uses_base64_source_for_data_uri() {
         let body = AZURE_DOCUMENT_INTELLIGENCE_OCR_CONFIG
diff --git a/litellm-rust/crates/core/src/providers/bedrock/audio_transcription.rs b/litellm-rust/crates/core/src/providers/bedrock/audio_transcription.rs
index 5e885734182..9bf1f73a74d 100644
--- a/litellm-rust/crates/core/src/providers/bedrock/audio_transcription.rs
+++ b/litellm-rust/crates/core/src/providers/bedrock/audio_transcription.rs
@@ -6,7 +6,7 @@ use crate::audio_transcription::transformation::{
 use crate::audio_transcription::types::{
     AudioTranscriptionRequestData, AudioTranscriptionResponseData,
 };
-use crate::error::{CoreError, CoreResult, json_type_name};
+use crate::error::{Error, json_type_name};
 
 pub use super::aws_base::{aws_auth_config, bedrock_model_id_and_region, resolve_bedrock_region};
 use super::constants::{BEDROCK_RUNTIME_ENDPOINT_TEMPLATE, BEDROCK_SERVICE};
@@ -18,8 +18,8 @@ pub static BEDROCK_AUDIO_TRANSCRIPTION_CONFIG: BedrockAudioTranscriptionConfig =
 
 pub struct BedrockAudioTranscriptionConfig;
 
-fn audio_fields(audio: Value) -> CoreResult<(String, String)> {
-    let object = audio.as_object().ok_or_else(|| CoreError::InvalidType {
+fn audio_fields(audio: Value) -> Result<(String, String), Error> {
+    let object = audio.as_object().ok_or_else(|| Error::InvalidType {
         expected: "object",
         actual: json_type_name(&audio),
     })?;
@@ -27,13 +27,13 @@ fn audio_fields(audio: Value) -> CoreResult<(String, String)> {
         .get("data")
         .and_then(Value::as_str)
         .filter(|value| !value.is_empty())
-        .ok_or(CoreError::MissingField("audio.data"))?;
+        .ok_or(Error::MissingField("audio.data"))?;
     let format = object
         .get("format")
         .and_then(Value::as_str)
         .filter(|value| matches!(*value, "wav" | "mp3" | "flac" | "ogg"))
         .ok_or_else(|| {
-            CoreError::InvalidRequest("audio.format must be wav, mp3, flac, or ogg".to_string())
+            Error::InvalidRequest("audio.format must be wav, mp3, flac, or ogg".to_string())
         })?;
     Ok((data.to_string(), format.to_string()))
 }
@@ -46,16 +46,18 @@ fn optional_string<'a>(params: &'a Map<String, Value>, key: &str) -> Option<&'a
 }
 
 impl AudioTranscriptionProviderConfig for BedrockAudioTranscriptionConfig {
+    #[tracing::instrument(target = "litellm::function_trace", level = "trace", skip_all)]
     fn supported_transcription_params(&self) -> &'static [&'static str] {
         SUPPORTED_PARAMS
     }
 
+    #[tracing::instrument(target = "litellm::function_trace", level = "trace", skip_all)]
     fn transform_transcription_request(
         &self,
         _model: &str,
         audio: Value,
         optional_params: Map<String, Value>,
-    ) -> CoreResult<AudioTranscriptionRequestData> {
+    ) -> Result<AudioTranscriptionRequestData, Error> {
         let (data, format) = audio_fields(audio)?;
         let mut instruction = "Transcribe the audio. Respond with only the transcript.".to_string();
         if let Some(language) = optional_string(&optional_params, "language") {
@@ -83,18 +85,19 @@ impl AudioTranscriptionProviderConfig for BedrockAudioTranscriptionConfig {
         })
     }
 
+    #[tracing::instrument(target = "litellm::function_trace", level = "trace", skip_all)]
     fn transform_transcription_response(
         &self,
         _model: &str,
         response_json: Value,
-    ) -> CoreResult<AudioTranscriptionResponseData> {
+    ) -> Result<AudioTranscriptionResponseData, Error> {
         let content = response_json
             .get("output")
             .and_then(|value| value.get("message"))
             .and_then(|value| value.get("content"))
             .and_then(Value::as_array)
             .ok_or_else(|| {
-                CoreError::InvalidResponse("Bedrock response has no output content".to_string())
+                Error::InvalidResponse("Bedrock response has no output content".to_string())
             })?;
         let mut text = String::new();
         for block in content {
@@ -111,7 +114,7 @@ impl AudioTranscriptionProviderConfig for BedrockAudioTranscriptionConfig {
         model: &str,
         optional_params: &Map<String, Value>,
         env_lookup: &dyn Fn(&str) -> Option<String>,
-    ) -> CoreResult<String> {
+    ) -> Result<String, Error> {
         let (model_id, model_region) = bedrock_model_id_and_region(model);
         let region = resolve_bedrock_region(model_region.as_deref(), optional_params, env_lookup);
         let endpoint = optional_params
@@ -133,7 +136,7 @@ impl AudioTranscriptionProviderConfig for BedrockAudioTranscriptionConfig {
         model: &str,
         optional_params: &Map<String, Value>,
         env_lookup: &dyn Fn(&str) -> Option<String>,
-    ) -> CoreResult<AudioTranscriptionAuth> {
+    ) -> Result<AudioTranscriptionAuth, Error> {
         let (_, model_region) = bedrock_model_id_and_region(model);
         Ok(AudioTranscriptionAuth::AwsSigV4 {
             region: resolve_bedrock_region(model_region.as_deref(), optional_params, env_lookup),
diff --git a/litellm-rust/crates/core/src/providers/bedrock/aws_base.rs b/litellm-rust/crates/core/src/providers/bedrock/aws_base.rs
index b11639aa09b..e5e52bfce95 100644
--- a/litellm-rust/crates/core/src/providers/bedrock/aws_base.rs
+++ b/litellm-rust/crates/core/src/providers/bedrock/aws_base.rs
@@ -4,7 +4,7 @@ use std::time::Duration;
 use std::time::{SystemTime, UNIX_EPOCH};
 
 use crate::caching::in_memory_cache::InMemoryCache;
-use crate::error::{CoreError, CoreResult};
+use crate::error::Error;
 use aws_credential_types::Credentials;
 use aws_credential_types::provider::ProvideCredentials;
 use aws_sigv4::http_request::{
@@ -197,7 +197,7 @@ pub fn classify_auth(
 pub async fn resolve_credentials(
     config: AwsAuthConfig,
     env_lookup: &(dyn Fn(&str) -> Option<String> + Sync),
-) -> CoreResult<Credentials> {
+) -> Result<Credentials, Error> {
     let resolved = config.clone().with_environment(env_lookup);
     let flow = classify_auth(config, env_lookup);
     match flow {
@@ -244,9 +244,10 @@ pub async fn resolve_credentials(
             let provider = aws_config::profile::ProfileFileCredentialsProvider::builder()
                 .profile_name(name)
                 .build();
-            provider.provide_credentials().await.map_err(|error| {
-                CoreError::Auth(format!("AWS profile credentials failed: {error}"))
-            })
+            provider
+                .provide_credentials()
+                .await
+                .map_err(|error| Error::Auth(format!("AWS profile credentials failed: {error}")))
         }
         AwsAuthFlow::AssumeRole { role, session_name } => {
             if is_already_running_as_role(&role, &resolved).await? {
@@ -260,7 +261,7 @@ pub async fn resolve_credentials(
                         .build()
                         .await;
                 let credentials = provider.provide_credentials().await.map_err(|error| {
-                    CoreError::Auth(format!("AWS default credentials failed: {error}"))
+                    Error::Auth(format!("AWS default credentials failed: {error}"))
                 })?;
                 set_cached_credentials(
                     key,
@@ -301,7 +302,7 @@ pub async fn resolve_credentials(
             provider
                 .provide_credentials()
                 .await
-                .map_err(|error| CoreError::Auth(format!("AWS role credentials failed: {error}")))
+                .map_err(|error| Error::Auth(format!("AWS role credentials failed: {error}")))
         }
         AwsAuthFlow::WebIdentity {
             token,
@@ -325,13 +326,13 @@ pub async fn resolve_credentials(
                 .send()
                 .await
                 .map_err(|error| {
-                    CoreError::Auth(format!("AWS web identity credentials failed: {error}"))
+                    Error::Auth(format!("AWS web identity credentials failed: {error}"))
                 })?;
             let credentials = response.credentials().ok_or_else(|| {
-                CoreError::Auth("AWS web identity response had no credentials".to_string())
+                Error::Auth("AWS web identity response had no credentials".to_string())
             })?;
             let expiration = SystemTime::try_from(*credentials.expiration()).map_err(|error| {
-                CoreError::Auth(format!("AWS web identity expiration was invalid: {error}"))
+                Error::Auth(format!("AWS web identity expiration was invalid: {error}"))
             })?;
             Ok(Credentials::new(
                 credentials.access_key_id(),
@@ -350,9 +351,10 @@ pub async fn resolve_credentials(
                 aws_config::default_provider::credentials::DefaultCredentialsChain::builder()
                     .build()
                     .await;
-            let credentials = provider.provide_credentials().await.map_err(|error| {
-                CoreError::Auth(format!("AWS default credentials failed: {error}"))
-            })?;
+            let credentials = provider
+                .provide_credentials()
+                .await
+                .map_err(|error| Error::Auth(format!("AWS default credentials failed: {error}")))?;
             set_cached_credentials(
                 key,
                 credentials.clone(),
@@ -363,7 +365,7 @@ pub async fn resolve_credentials(
     }
 }
 
-async fn is_already_running_as_role(role: &str, config: &AwsAuthConfig) -> CoreResult<bool> {
+async fn is_already_running_as_role(role: &str, config: &AwsAuthConfig) -> Result<bool, Error> {
     if role_identity(role).is_none() {
         return Ok(false);
     }
@@ -437,7 +439,7 @@ pub fn sign_bedrock_post(
     region: &str,
     credentials: &Credentials,
     signing_time: SystemTime,
-) -> CoreResult<BTreeMap<String, String>> {
+) -> Result<BTreeMap<String, String>, Error> {
     let identity: Identity = credentials.clone().into();
     let params = v4::SigningParams::builder()
         .identity(&identity)
@@ -447,14 +449,14 @@ pub fn sign_bedrock_post(
         .settings(SigningSettings::default())
         .build()
         .map(SigningParams::from)
-        .map_err(|error| CoreError::Auth(format!("AWS signing parameters failed: {error}")))?;
+        .map_err(|error| Error::Auth(format!("AWS signing parameters failed: {error}")))?;
     let header_refs = headers
         .iter()
         .map(|(name, value)| (name.as_str(), value.as_str()));
     let request = SignableRequest::new("POST", url, header_refs, SignableBody::Bytes(body))
-        .map_err(|error| CoreError::Auth(format!("AWS signable request failed: {error}")))?;
+        .map_err(|error| Error::Auth(format!("AWS signable request failed: {error}")))?;
     let (instructions, _) = sign(request, &params)
-        .map_err(|error| CoreError::Auth(format!("AWS request signing failed: {error}")))?
+        .map_err(|error| Error::Auth(format!("AWS request signing failed: {error}")))?
         .into_parts();
     Ok(instructions
         .headers()
diff --git a/litellm-rust/crates/core/src/providers/bedrock/chat_completions/tests.rs b/litellm-rust/crates/core/src/providers/bedrock/chat_completions/tests.rs
index 4b75dcb8e9d..c86f061b9ca 100644
--- a/litellm-rust/crates/core/src/providers/bedrock/chat_completions/tests.rs
+++ b/litellm-rust/crates/core/src/providers/bedrock/chat_completions/tests.rs
@@ -1,4 +1,5 @@
 use super::*;
+use crate::Error;
 use serde_json::json;
 
 fn messages(value: Value) -> Vec<ChatMessage> {
@@ -23,7 +24,7 @@ fn transform(msgs: Value, opts: Value) -> Value {
         .body
 }
 
-fn transform_response(body: Value) -> CoreResult<ChatCompletionsResponse> {
+fn transform_response(body: Value) -> Result<ChatCompletionsResponse, Error> {
     BEDROCK_CHAT_COMPLETIONS_CONFIG.transform_response(
         "anthropic.claude-sonnet-4-5-v1:0",
         ProviderChatResponseData { body },
@@ -478,25 +479,22 @@ fn declines_a_response_carrying_a_tool_use_block() {
         "usage": {"inputTokens": 1, "outputTokens": 1}
     }))
     .expect_err("tool use block");
-    assert_eq!(
-        err,
-        CoreError::Unsupported("non-text response content block")
-    );
+    assert_eq!(err, Error::Unsupported("non-text response content block"));
 }
 
 #[test]
 fn errors_on_a_response_missing_required_fields() {
     assert_eq!(
         transform_response(json!("nope")).expect_err("not an object"),
-        CoreError::InvalidResponse("converse response is not an object".to_string())
+        Error::InvalidResponse("converse response is not an object".to_string())
     );
     assert_eq!(
         transform_response(json!({"usage": {}})).expect_err("no output"),
-        CoreError::MissingField("output.message.content")
+        Error::MissingField("output.message.content")
     );
     assert_eq!(
         transform_response(json!({"output": {"message": {"content": []}}})).expect_err("no usage"),
-        CoreError::MissingField("usage")
+        Error::MissingField("usage")
     );
 }
 
diff --git a/litellm-rust/crates/core/src/providers/bedrock/chat_completions/transformation.rs b/litellm-rust/crates/core/src/providers/bedrock/chat_completions/transformation.rs
index b107950748e..7be3d108d44 100644
--- a/litellm-rust/crates/core/src/providers/bedrock/chat_completions/transformation.rs
+++ b/litellm-rust/crates/core/src/providers/bedrock/chat_completions/transformation.rs
@@ -11,7 +11,7 @@ use crate::chat_completions::types::{
     ChatCompletionsUsage, ChatMessage, ChatMessageContent, ProviderChatRequestData,
     ProviderChatResponseData,
 };
-use crate::error::{CoreError, CoreResult};
+use crate::error::Error;
 
 use super::super::aws_base::{bedrock_model_id_and_region, resolve_bedrock_region};
 use super::super::constants::{AWS_BEARER_TOKEN_BEDROCK, BEDROCK_RUNTIME_ENDPOINT_TEMPLATE};
@@ -23,11 +23,12 @@ use super::super::constants::{AWS_BEARER_TOKEN_BEDROCK, BEDROCK_RUNTIME_ENDPOINT
 /// `additionalModelRequestFields` for Anthropic base models and to
 /// `inferenceConfig` otherwise, and that branch reads the model catalog the
 /// core cannot see.
-const SUPPORTED_PARAMS: &[&str] = &["maxTokens", "temperature", "topP", "stopSequences"];
-
-/// Params that belong in `inferenceConfig`, in the order Python's
-/// `AmazonConverseConfig` declares them, so bodies compare cleanly.
-const INFERENCE_CONFIG_PARAMS: &[&str] = SUPPORTED_PARAMS;
+const SUPPORTED_PARAMS: &[(&str, &str)] = &[
+    ("max_tokens", "maxTokens"),
+    ("temperature", "temperature"),
+    ("top_p", "topP"),
+    ("stop", "stopSequences"),
+];
 
 const AWS_BEDROCK_RUNTIME_ENDPOINT: &str = "aws_bedrock_runtime_endpoint";
 
@@ -66,7 +67,7 @@ fn converse_body(conversation: &Conversation, params: &Map<String, Value>) -> Va
         })
         .collect();
 
-    let inference_config = Map::from_iter(INFERENCE_CONFIG_PARAMS.iter().filter_map(|name| {
+    let inference_config = Map::from_iter(SUPPORTED_PARAMS.iter().filter_map(|(_, name)| {
         params
             .get(*name)
             .map(|value| ((*name).to_string(), value.clone()))
@@ -110,7 +111,7 @@ impl ChatCompletionsProviderConfig for BedrockChatCompletionsConfig {
         model: &str,
         optional_params: &Map<String, Value>,
         env_lookup: &dyn Fn(&str) -> Option<String>,
-    ) -> CoreResult<String> {
+    ) -> Result<String, Error> {
         let (model_id, model_region) = bedrock_model_id_and_region(model);
         let region = resolve_bedrock_region(model_region.as_deref(), optional_params, env_lookup);
         let endpoint = optional_params
@@ -137,7 +138,7 @@ impl ChatCompletionsProviderConfig for BedrockChatCompletionsConfig {
         model: &str,
         optional_params: &Map<String, Value>,
         env_lookup: &dyn Fn(&str) -> Option<String>,
-    ) -> CoreResult<ChatCompletionsAuth> {
+    ) -> Result<ChatCompletionsAuth, Error> {
         // Python reads `api_key` as the Bedrock bearer token and consults the
         // env only when the caller passed none, so a caller-supplied empty key
         // falls through to SigV4 without reaching for the environment. An
@@ -162,7 +163,8 @@ impl ChatCompletionsProviderConfig for BedrockChatCompletionsConfig {
         &[("Content-Type", "application/json")]
     }
 
-    fn supported_params(&self) -> &'static [&'static str] {
+    #[tracing::instrument(target = "litellm::function_trace", level = "trace", skip_all)]
+    fn supported_openai_params(&self) -> &'static [(&'static str, &'static str)] {
         SUPPORTED_PARAMS
     }
 
@@ -175,32 +177,36 @@ impl ChatCompletionsProviderConfig for BedrockChatCompletionsConfig {
         messages: &[ChatMessage],
         optional_params: &Map<String, Value>,
     ) -> Option<Unsupported> {
-        unsupported_param(SUPPORTED_PARAMS, CONFIG_PARAMS, optional_params)
-            .or_else(|| messages.iter().find_map(unsupported_message))
-            // Python's Converse translation drops blank text blocks instead of
-            // substituting the placeholder the shared conversation builder
-            // applies, so decline blank text rather than diverge.
-            .or_else(|| {
-                messages
-                    .iter()
-                    .any(has_blank_text)
-                    .then_some(Unsupported("blank message text"))
-            })
-            // Converse has no assistant prefill: Python inserts a continue turn
-            // when a conversation opens or closes on an assistant message, and
-            // only under `litellm.modify_params`, which the core cannot see.
-            // Declining both ends also keeps the shared builder's final
-            // assistant right-strip (an Anthropic rule) unreachable here.
-            .or_else(|| {
-                let conversation = build_conversation(messages);
-                let ends_on_assistant = conversation
-                    .turns
-                    .last()
-                    .is_some_and(|turn| turn.role == TurnRole::Assistant);
-                (!conversation.opens_on_user_turn() || ends_on_assistant).then_some(Unsupported(
-                    "conversation does not run user turn to user turn",
-                ))
-            })
+        unsupported_param(
+            self.supported_openai_params(),
+            CONFIG_PARAMS,
+            optional_params,
+        )
+        .or_else(|| messages.iter().find_map(unsupported_message))
+        // Python's Converse translation drops blank text blocks instead of
+        // substituting the placeholder the shared conversation builder
+        // applies, so decline blank text rather than diverge.
+        .or_else(|| {
+            messages
+                .iter()
+                .any(has_blank_text)
+                .then_some(Unsupported("blank message text"))
+        })
+        // Converse has no assistant prefill: Python inserts a continue turn
+        // when a conversation opens or closes on an assistant message, and
+        // only under `litellm.modify_params`, which the core cannot see.
+        // Declining both ends also keeps the shared builder's final
+        // assistant right-strip (an Anthropic rule) unreachable here.
+        .or_else(|| {
+            let conversation = build_conversation(messages);
+            let ends_on_assistant = conversation
+                .turns
+                .last()
+                .is_some_and(|turn| turn.role == TurnRole::Assistant);
+            (!conversation.opens_on_user_turn() || ends_on_assistant).then_some(Unsupported(
+                "conversation does not run user turn to user turn",
+            ))
+        })
     }
 
     fn transform_request(
@@ -208,7 +214,7 @@ impl ChatCompletionsProviderConfig for BedrockChatCompletionsConfig {
         _model: &str,
         messages: Vec<ChatMessage>,
         optional_params: Map<String, Value>,
-    ) -> CoreResult<ProviderChatRequestData> {
+    ) -> Result<ProviderChatRequestData, Error> {
         Ok(ProviderChatRequestData {
             body: converse_body(&build_conversation(&messages), &optional_params),
         })
@@ -218,17 +224,18 @@ impl ChatCompletionsProviderConfig for BedrockChatCompletionsConfig {
         &self,
         model: &str,
         response: ProviderChatResponseData,
-    ) -> CoreResult<ChatCompletionsResponse> {
-        let body = response.body.as_object().ok_or_else(|| {
-            CoreError::InvalidResponse("converse response is not an object".into())
-        })?;
+    ) -> Result<ChatCompletionsResponse, Error> {
+        let body = response
+            .body
+            .as_object()
+            .ok_or_else(|| Error::InvalidResponse("converse response is not an object".into()))?;
 
         let content = body
             .get("output")
             .and_then(|output| output.get("message"))
             .and_then(|message| message.get("content"))
             .and_then(Value::as_array)
-            .ok_or(CoreError::MissingField("output.message.content"))?;
+            .ok_or(Error::MissingField("output.message.content"))?;
         // The route declines tool requests, so anything other than a text block
         // is something this path never asked for. Decline; the host falls back.
         if content.iter().any(|block| {
@@ -236,7 +243,7 @@ impl ChatCompletionsProviderConfig for BedrockChatCompletionsConfig {
                 .as_object()
                 .is_none_or(|block| block.len() != 1 || !block.contains_key("text"))
         }) {
-            return Err(CoreError::Unsupported("non-text response content block"));
+            return Err(Error::Unsupported("non-text response content block"));
         }
         let text: String = content
             .iter()
@@ -246,7 +253,7 @@ impl ChatCompletionsProviderConfig for BedrockChatCompletionsConfig {
         let usage = body
             .get("usage")
             .and_then(Value::as_object)
-            .ok_or(CoreError::MissingField("usage"))?;
+            .ok_or(Error::MissingField("usage"))?;
         let field = |name: &str| usage.get(name).and_then(Value::as_u64).unwrap_or(0);
         let computed = usage_from_parts(
             field("inputTokens"),
diff --git a/litellm-rust/crates/core/src/providers/mistral/ocr/transformation.rs b/litellm-rust/crates/core/src/providers/mistral/ocr/transformation.rs
index dc720cc4244..0125886aac1 100644
--- a/litellm-rust/crates/core/src/providers/mistral/ocr/transformation.rs
+++ b/litellm-rust/crates/core/src/providers/mistral/ocr/transformation.rs
@@ -1,4 +1,4 @@
-use crate::error::{CoreError, CoreResult, json_type_name};
+use crate::error::{Error, json_type_name};
 use crate::ocr::transformation::OcrProviderConfig;
 use crate::ocr::types::{OcrRequestData, OcrResponseData};
 use serde_json::{Map, Value};
@@ -47,7 +47,7 @@ pub fn complete_url(api_base: Option<&str>) -> String {
 
 /// Resolve the Mistral API key from the explicit param or the environment.
 ///
-/// Blank/whitespace values are treated as absent. Returns `CoreError::Auth`
+/// Blank/whitespace values are treated as absent. Returns `Error::Auth`
 /// when no usable key is available.
 ///
 /// Note: the env fallback only reads the process environment. Secret-manager
@@ -56,13 +56,13 @@ pub fn complete_url(api_base: Option<&str>) -> String {
 pub fn resolve_api_key(
     api_key: Option<&str>,
     env_lookup: &dyn Fn(&str) -> Option<String>,
-) -> CoreResult<String> {
+) -> Result<String, Error> {
     api_key
         .map(str::trim)
         .filter(|key| !key.is_empty())
         .map(str::to_string)
         .or_else(|| env_lookup(MISTRAL_API_KEY_ENV).filter(|key| !key.trim().is_empty()))
-        .ok_or_else(|| CoreError::Auth(MISSING_KEY_MESSAGE.to_string()))
+        .ok_or_else(|| Error::Auth(MISSING_KEY_MESSAGE.to_string()))
 }
 
 pub struct MistralOcrConfig;
@@ -70,18 +70,20 @@ pub struct MistralOcrConfig;
 pub const MISTRAL_OCR_CONFIG: MistralOcrConfig = MistralOcrConfig;
 
 impl OcrProviderConfig for MistralOcrConfig {
+    #[tracing::instrument(target = "litellm::function_trace", level = "trace", skip_all)]
     fn supported_ocr_params(&self) -> &'static [&'static str] {
         SUPPORTED_OCR_PARAMS
     }
 
+    #[tracing::instrument(target = "litellm::function_trace", level = "trace", skip_all)]
     fn transform_ocr_request(
         &self,
         model: &str,
         document: Value,
         optional_params: Map<String, Value>,
-    ) -> CoreResult<OcrRequestData> {
+    ) -> Result<OcrRequestData, Error> {
         if !document.is_object() {
-            return Err(CoreError::InvalidType {
+            return Err(Error::InvalidType {
                 expected: "object",
                 actual: json_type_name(&document),
             });
@@ -100,14 +102,15 @@ impl OcrProviderConfig for MistralOcrConfig {
         })
     }
 
+    #[tracing::instrument(target = "litellm::function_trace", level = "trace", skip_all)]
     fn transform_ocr_response(
         &self,
         model: &str,
         response_json: Value,
-    ) -> CoreResult<OcrResponseData> {
+    ) -> Result<OcrResponseData, Error> {
         let response_object = response_json
             .as_object()
-            .ok_or_else(|| CoreError::InvalidType {
+            .ok_or_else(|| Error::InvalidType {
                 expected: "object",
                 actual: json_type_name(&response_json),
             })?;
@@ -134,13 +137,14 @@ impl OcrProviderConfig for MistralOcrConfig {
         })
     }
 
+    #[tracing::instrument(target = "litellm::function_trace", level = "trace", skip_all)]
     fn complete_url(
         &self,
         api_base: Option<&str>,
         _model: &str,
         _optional_params: &Map<String, Value>,
         _env_lookup: &dyn Fn(&str) -> Option<String>,
-    ) -> CoreResult<String> {
+    ) -> Result<String, Error> {
         Ok(complete_url(api_base))
     }
 
@@ -148,11 +152,12 @@ impl OcrProviderConfig for MistralOcrConfig {
         &self,
         api_key: Option<&str>,
         env_lookup: &dyn Fn(&str) -> Option<String>,
-    ) -> CoreResult<String> {
+    ) -> Result<String, Error> {
         resolve_api_key(api_key, env_lookup)
     }
 }
 
+#[tracing::instrument(target = "litellm::function_trace", level = "trace", skip_all)]
 pub fn supported_ocr_params() -> &'static [&'static str] {
     MISTRAL_OCR_CONFIG.supported_ocr_params()
 }
@@ -161,15 +166,17 @@ pub fn map_ocr_params(non_default_params: &Map<String, Value>) -> Map<String, Va
     MISTRAL_OCR_CONFIG.map_ocr_params(non_default_params)
 }
 
+#[tracing::instrument(target = "litellm::function_trace", level = "trace", skip_all)]
 pub fn transform_ocr_request(
     model: &str,
     document: Value,
     optional_params: Map<String, Value>,
-) -> CoreResult<OcrRequestData> {
+) -> Result<OcrRequestData, Error> {
     MISTRAL_OCR_CONFIG.transform_ocr_request(model, document, optional_params)
 }
 
-pub fn transform_ocr_response(model: &str, response_json: Value) -> CoreResult<OcrResponseData> {
+#[tracing::instrument(target = "litellm::function_trace", level = "trace", skip_all)]
+pub fn transform_ocr_response(model: &str, response_json: Value) -> Result<OcrResponseData, Error> {
     MISTRAL_OCR_CONFIG.transform_ocr_response(model, response_json)
 }
 
@@ -179,68 +186,180 @@ mod tests {
     use serde_json::json;
 
     #[test]
-    fn supported_params_match_python_mistral_ocr_config() {
+    fn extract_header_is_a_supported_ocr_param() {
+        assert!(supported_ocr_params().contains(&"extract_header"));
+    }
+
+    #[test]
+    fn extract_footer_is_a_supported_ocr_param() {
+        assert!(supported_ocr_params().contains(&"extract_footer"));
+    }
+
+    #[test]
+    fn existing_ocr_params_remain_supported() {
+        for param in [
+            "pages",
+            "include_image_base64",
+            "image_limit",
+            "image_min_size",
+            "bbox_annotation_format",
+            "document_annotation_format",
+        ] {
+            assert!(supported_ocr_params().contains(&param));
+        }
+    }
+
+    #[test]
+    fn map_ocr_params_forwards_extract_header() {
+        let params = json!({"extract_header": true});
         assert_eq!(
-            supported_ocr_params(),
-            &[
-                "pages",
-                "include_image_base64",
-                "image_limit",
-                "image_min_size",
-                "bbox_annotation_format",
-                "document_annotation_format",
-                "document_annotation_prompt",
-                "extract_header",
-                "extract_footer",
-                "table_format",
-                "confidence_scores_granularity",
-                "include_blocks",
-                "id",
-            ]
+            map_ocr_params(params.as_object().unwrap()),
+            params.as_object().unwrap().clone()
+        );
+    }
+
+    #[test]
+    fn map_ocr_params_forwards_extract_footer() {
+        let params = json!({"extract_footer": true});
+        assert_eq!(
+            map_ocr_params(params.as_object().unwrap()),
+            params.as_object().unwrap().clone()
+        );
+    }
+
+    #[test]
+    fn map_ocr_params_forwards_extract_header_and_footer() {
+        let params = json!({"extract_header": true, "extract_footer": false});
+        assert_eq!(
+            map_ocr_params(params.as_object().unwrap()),
+            params.as_object().unwrap().clone()
         );
     }
 
     #[test]
     fn map_ocr_params_drops_unknown_params() {
-        let params = json!({
-            "extract_header": true,
-            "unsupported_param": "value",
-            "pages": [0, 1]
-        });
+        let params = json!({"extract_header": true, "unsupported_param": "value"});
         let mapped = map_ocr_params(params.as_object().unwrap());
-
         assert_eq!(mapped.get("extract_header"), Some(&json!(true)));
-        assert_eq!(mapped.get("pages"), Some(&json!([0, 1])));
         assert!(!mapped.contains_key("unsupported_param"));
     }
 
     #[test]
-    fn transform_ocr_request_builds_mistral_body() {
+    fn new_ocr_params_are_supported() {
+        for param in [
+            "table_format",
+            "confidence_scores_granularity",
+            "document_annotation_prompt",
+            "include_blocks",
+            "id",
+        ] {
+            assert!(supported_ocr_params().contains(&param));
+        }
+    }
+
+    #[test]
+    fn map_ocr_params_forwards_new_ocr_params() {
+        for (param, value) in [
+            ("table_format", json!("html")),
+            ("confidence_scores_granularity", json!("word")),
+            (
+                "document_annotation_prompt",
+                json!("Extract all invoice line items"),
+            ),
+            ("include_blocks", json!(true)),
+            ("id", json!("req-123")),
+        ] {
+            let params = json!({param: value});
+            assert_eq!(
+                map_ocr_params(params.as_object().unwrap()),
+                params.as_object().unwrap().clone()
+            );
+        }
+    }
+
+    #[test]
+    fn transform_ocr_request_includes_each_optional_param() {
+        let document = json!({
+            "type": "document_url",
+            "document_url": "https://example.com/doc.pdf"
+        });
+        for (param, value) in [
+            ("table_format", json!("html")),
+            ("confidence_scores_granularity", json!("word")),
+            (
+                "document_annotation_prompt",
+                json!("Extract all invoice line items"),
+            ),
+            ("id", json!("req-123")),
+            ("extract_header", json!(true)),
+            ("include_blocks", json!(true)),
+            ("pages", json!([0, 1])),
+        ] {
+            let result = transform_ocr_request(
+                "mistral-ocr-latest",
+                document.clone(),
+                json!({param: value}).as_object().unwrap().clone(),
+            )
+            .expect("request should transform");
+            assert_eq!(result.data.get(param), Some(&value));
+            assert_eq!(result.data.get("model"), Some(&json!("mistral-ocr-latest")));
+            assert_eq!(result.data.get("document"), Some(&document));
+            assert_eq!(result.files, None);
+        }
+    }
+
+    #[test]
+    fn transform_ocr_request_includes_multiple_new_params() {
         let document = json!({
             "type": "document_url",
             "document_url": "https://example.com/doc.pdf"
         });
         let optional_params = json!({
-            "include_image_base64": true,
-            "table_format": "html"
+            "table_format": "html",
+            "confidence_scores_granularity": "page",
+            "extract_header": true
         })
         .as_object()
         .unwrap()
         .clone();
-
-        let result = transform_ocr_request("mistral-ocr-latest", document.clone(), optional_params)
+        let result = transform_ocr_request("mistral-ocr-latest", document, optional_params)
             .expect("request should transform");
-
+        assert_eq!(result.data.get("table_format"), Some(&json!("html")));
         assert_eq!(
-            result.data,
-            json!({
-                "model": "mistral-ocr-latest",
-                "document": document,
-                "include_image_base64": true,
-                "table_format": "html"
-            })
+            result.data.get("confidence_scores_granularity"),
+            Some(&json!("page"))
         );
-        assert_eq!(result.files, None);
+        assert_eq!(result.data.get("extract_header"), Some(&json!(true)));
+    }
+
+    #[test]
+    fn transform_ocr_response_preserves_blocks_and_confidence_scores() {
+        let blocks = json!([{"type": "title", "content": "Invoice"}]);
+        let confidence_scores = json!({"page": 0.98});
+        let response = json!({
+            "pages": [{"index": 0, "markdown": "# Invoice", "blocks": blocks, "confidence_scores": confidence_scores}],
+            "model": "mistral-ocr-4-0",
+            "usage_info": {"pages_processed": 1}
+        });
+        let result =
+            transform_ocr_response("mistral-ocr-4-0", response).expect("response should transform");
+        assert_eq!(result.pages[0].get("blocks"), Some(&blocks));
+        assert_eq!(
+            result.pages[0].get("confidence_scores"),
+            Some(&confidence_scores)
+        );
+    }
+
+    #[test]
+    fn transform_ocr_response_preserves_ocr4_page_fields() {
+        let response = json!({
+            "pages": [{"index": 0, "markdown": "table page", "tables": [{"rows": 2, "cols": 3}], "hyperlinks": ["https://example.com"], "header": "Acme Corp", "footer": "Page 1"}],
+            "model": "mistral-ocr-4-0",
+            "usage_info": {"pages_processed": 1}
+        });
+        let result = transform_ocr_response("mistral-ocr-4-0", response.clone())
+            .expect("response should transform");
+        assert_eq!(result.pages[0], response["pages"][0]);
     }
 
     #[test]
@@ -250,7 +369,7 @@ mod tests {
 
         assert_eq!(
             err,
-            CoreError::InvalidType {
+            Error::InvalidType {
                 expected: "object",
                 actual: "string",
             }
@@ -307,6 +426,6 @@ mod tests {
     #[test]
     fn resolve_api_key_errors_when_absent() {
         let err = resolve_api_key(None, &|_| None).expect_err("missing key should error");
-        assert_eq!(err, CoreError::Auth(MISSING_KEY_MESSAGE.to_string()));
+        assert_eq!(err, Error::Auth(MISSING_KEY_MESSAGE.to_string()));
     }
 }
diff --git a/litellm-rust/crates/core/src/providers/openai/realtime/transformation.rs b/litellm-rust/crates/core/src/providers/openai/realtime/transformation.rs
index b3f6b03b28a..f1985f81b7d 100644
--- a/litellm-rust/crates/core/src/providers/openai/realtime/transformation.rs
+++ b/litellm-rust/crates/core/src/providers/openai/realtime/transformation.rs
@@ -1,4 +1,4 @@
-use crate::CoreResult;
+use crate::Error;
 use crate::realtime::transformation::RealtimeProviderConfig;
 use crate::realtime::types::{RealtimeEvent, RealtimeTransformResult};
 
@@ -72,7 +72,7 @@ impl RealtimeProviderConfig for OpenAiRealtimeConfig {
         &self,
         event: &RealtimeEvent,
         _model: &str,
-    ) -> CoreResult<RealtimeTransformResult> {
+    ) -> Result<RealtimeTransformResult, Error> {
         Ok(RealtimeTransformResult::passthrough(event.clone()))
     }
 
@@ -80,7 +80,7 @@ impl RealtimeProviderConfig for OpenAiRealtimeConfig {
         &self,
         event: &RealtimeEvent,
         _model: &str,
-    ) -> CoreResult<RealtimeTransformResult> {
+    ) -> Result<RealtimeTransformResult, Error> {
         Ok(RealtimeTransformResult::passthrough(event.clone()))
     }
 }
@@ -88,14 +88,14 @@ impl RealtimeProviderConfig for OpenAiRealtimeConfig {
 pub fn transform_realtime_request(
     event: &RealtimeEvent,
     model: &str,
-) -> CoreResult<RealtimeTransformResult> {
+) -> Result<RealtimeTransformResult, Error> {
     OPENAI_REALTIME_CONFIG.transform_realtime_request(event, model)
 }
 
 pub fn transform_realtime_response(
     event: &RealtimeEvent,
     model: &str,
-) -> CoreResult<RealtimeTransformResult> {
+) -> Result<RealtimeTransformResult, Error> {
     OPENAI_REALTIME_CONFIG.transform_realtime_response(event, model)
 }
 
diff --git a/litellm-rust/crates/core/src/providers/openai/responses/transformation.rs b/litellm-rust/crates/core/src/providers/openai/responses/transformation.rs
index e15197c468c..be86bb90311 100644
--- a/litellm-rust/crates/core/src/providers/openai/responses/transformation.rs
+++ b/litellm-rust/crates/core/src/providers/openai/responses/transformation.rs
@@ -1,4 +1,4 @@
-use crate::CoreResult;
+use crate::Error;
 use crate::responses::types::{ResponsesWsEvent, ResponsesWsTransformResult};
 use crate::responses::websocket::{ResponsesWebSocketProviderConfig, enforce_model};
 
@@ -15,7 +15,7 @@ impl ResponsesWebSocketProviderConfig for OpenAIResponsesWsConfig {
         &self,
         event: &ResponsesWsEvent,
         model: &str,
-    ) -> CoreResult<ResponsesWsTransformResult> {
+    ) -> Result<ResponsesWsTransformResult, Error> {
         Ok(ResponsesWsTransformResult::passthrough(enforce_model(
             event, model,
         )))
@@ -25,7 +25,7 @@ impl ResponsesWebSocketProviderConfig for OpenAIResponsesWsConfig {
         &self,
         event: &ResponsesWsEvent,
         _model: &str,
-    ) -> CoreResult<ResponsesWsTransformResult> {
+    ) -> Result<ResponsesWsTransformResult, Error> {
         Ok(ResponsesWsTransformResult::passthrough(event.clone()))
     }
 }
diff --git a/litellm-rust/crates/core/src/providers/vertex_ai/ocr/transformation.rs b/litellm-rust/crates/core/src/providers/vertex_ai/ocr/transformation.rs
index 6300149c237..ee095447028 100644
--- a/litellm-rust/crates/core/src/providers/vertex_ai/ocr/transformation.rs
+++ b/litellm-rust/crates/core/src/providers/vertex_ai/ocr/transformation.rs
@@ -1,4 +1,4 @@
-use crate::error::{CoreError, CoreResult, json_type_name};
+use crate::error::{Error, json_type_name};
 use crate::ocr::transformation::OcrProviderConfig;
 use crate::ocr::types::{OcrRequestData, OcrResponseData};
 use serde_json::{Map, Value, json};
@@ -43,7 +43,7 @@ pub fn is_deepseek_model(model: &str) -> bool {
 pub fn resolve_vertex_api_key(
     api_key: Option<&str>,
     env_lookup: &dyn Fn(&str) -> Option<String>,
-) -> CoreResult<String> {
+) -> Result<String, Error> {
     api_key
         .map(str::trim)
         .filter(|key| !key.is_empty())
@@ -51,7 +51,7 @@ pub fn resolve_vertex_api_key(
         .or_else(|| env_lookup(VERTEX_AI_API_KEY_ENV).filter(|key| !key.trim().is_empty()))
         .or_else(|| env_lookup(VERTEXAI_API_KEY_ENV).filter(|key| !key.trim().is_empty()))
         .ok_or_else(|| {
-            CoreError::Auth(
+            Error::Auth(
                 "Missing Vertex AI access token - pass api_key or provide Authorization via extra_headers"
                     .to_string(),
             )
@@ -61,12 +61,12 @@ pub fn resolve_vertex_api_key(
 fn vertex_project(
     params: &Map<String, Value>,
     env_lookup: &dyn Fn(&str) -> Option<String>,
-) -> CoreResult<String> {
+) -> Result<String, Error> {
     string_param(params, &["vertex_project", "vertex_ai_project"])
         .map(str::to_string)
         .or_else(|| env_lookup(VERTEXAI_PROJECT_ENV).filter(|value| !value.trim().is_empty()))
         .ok_or_else(|| {
-            CoreError::InvalidRequest(
+            Error::InvalidRequest(
                 "Missing vertex_project - Set VERTEXAI_PROJECT environment variable or pass vertex_project parameter"
                     .to_string(),
             )
@@ -99,7 +99,7 @@ pub fn complete_vertex_mistral_url(
     model: &str,
     optional_params: &Map<String, Value>,
     env_lookup: &dyn Fn(&str) -> Option<String>,
-) -> CoreResult<String> {
+) -> Result<String, Error> {
     let project = vertex_project(optional_params, env_lookup)?;
     let location = vertex_location(optional_params, env_lookup);
     let base = vertex_mistral_api_base(api_base, &location);
@@ -112,7 +112,7 @@ pub fn complete_vertex_deepseek_url(
     api_base: Option<&str>,
     optional_params: &Map<String, Value>,
     env_lookup: &dyn Fn(&str) -> Option<String>,
-) -> CoreResult<String> {
+) -> Result<String, Error> {
     let project = vertex_project(optional_params, env_lookup)?;
     let location = vertex_location(optional_params, env_lookup);
     let base = api_base
@@ -125,20 +125,20 @@ pub fn complete_vertex_deepseek_url(
     ))
 }
 
-fn document_content_item(document: &Value) -> CoreResult<Value> {
-    let object = document.as_object().ok_or_else(|| CoreError::InvalidType {
+fn document_content_item(document: &Value) -> Result<Value, Error> {
+    let object = document.as_object().ok_or_else(|| Error::InvalidType {
         expected: "object",
         actual: json_type_name(document),
     })?;
     let doc_type = object
         .get("type")
         .and_then(Value::as_str)
-        .ok_or(CoreError::MissingField("document.type"))?;
+        .ok_or(Error::MissingField("document.type"))?;
     let url_field = match doc_type {
         "image_url" => "image_url",
         "document_url" => "document_url",
         other => {
-            return Err(CoreError::InvalidRequest(format!(
+            return Err(Error::InvalidRequest(format!(
                 "Unsupported document type: {other}. Expected 'image_url' or 'document_url'"
             )));
         }
@@ -147,7 +147,7 @@ fn document_content_item(document: &Value) -> CoreResult<Value> {
         .get(url_field)
         .and_then(Value::as_str)
         .filter(|value| !value.is_empty())
-        .ok_or(CoreError::MissingField(url_field))?;
+        .ok_or(Error::MissingField(url_field))?;
 
     Ok(json!({
         "type": "image_url",
@@ -163,7 +163,7 @@ fn deepseek_model_name(model: &str) -> String {
     }
 }
 
-fn first_choice_content(response: &Value) -> CoreResult<Value> {
+fn first_choice_content(response: &Value) -> Result<Value, Error> {
     response
         .get("choices")
         .and_then(Value::as_array)
@@ -176,9 +176,7 @@ fn first_choice_content(response: &Value) -> CoreResult<Value> {
             Value::Object(_) => true,
             _ => false,
         })
-        .ok_or_else(|| {
-            CoreError::InvalidResponse("No content in DeepSeek OCR response".to_string())
-        })
+        .ok_or_else(|| Error::InvalidResponse("No content in DeepSeek OCR response".to_string()))
 }
 
 fn ocr_data_from_content(content: Value, usage: Option<Value>, model: &str) -> Value {
@@ -219,7 +217,7 @@ impl OcrProviderConfig for VertexAiOcrConfig {
         model: &str,
         document: Value,
         optional_params: Map<String, Value>,
-    ) -> CoreResult<OcrRequestData> {
+    ) -> Result<OcrRequestData, Error> {
         MISTRAL_OCR_CONFIG.transform_ocr_request(model, document, optional_params)
     }
 
@@ -227,7 +225,7 @@ impl OcrProviderConfig for VertexAiOcrConfig {
         &self,
         model: &str,
         response_json: Value,
-    ) -> CoreResult<OcrResponseData> {
+    ) -> Result<OcrResponseData, Error> {
         MISTRAL_OCR_CONFIG.transform_ocr_response(model, response_json)
     }
 
@@ -237,7 +235,7 @@ impl OcrProviderConfig for VertexAiOcrConfig {
         model: &str,
         optional_params: &Map<String, Value>,
         env_lookup: &dyn Fn(&str) -> Option<String>,
-    ) -> CoreResult<String> {
+    ) -> Result<String, Error> {
         complete_vertex_mistral_url(api_base, model, optional_params, env_lookup)
     }
 
@@ -245,7 +243,7 @@ impl OcrProviderConfig for VertexAiOcrConfig {
         &self,
         api_key: Option<&str>,
         env_lookup: &dyn Fn(&str) -> Option<String>,
-    ) -> CoreResult<String> {
+    ) -> Result<String, Error> {
         resolve_vertex_api_key(api_key, env_lookup)
     }
 
@@ -264,7 +262,7 @@ impl OcrProviderConfig for VertexAiDeepSeekOcrConfig {
         model: &str,
         document: Value,
         optional_params: Map<String, Value>,
-    ) -> CoreResult<OcrRequestData> {
+    ) -> Result<OcrRequestData, Error> {
         let mut data = Map::new();
         data.insert(
             "model".to_string(),
@@ -289,10 +287,10 @@ impl OcrProviderConfig for VertexAiDeepSeekOcrConfig {
         &self,
         model: &str,
         response_json: Value,
-    ) -> CoreResult<OcrResponseData> {
+    ) -> Result<OcrResponseData, Error> {
         let response = response_json
             .as_object()
-            .ok_or_else(|| CoreError::InvalidType {
+            .ok_or_else(|| Error::InvalidType {
                 expected: "object",
                 actual: json_type_name(&response_json),
             })?;
@@ -314,7 +312,7 @@ impl OcrProviderConfig for VertexAiDeepSeekOcrConfig {
             });
         }
 
-        let object = ocr_data.as_object().ok_or_else(|| CoreError::InvalidType {
+        let object = ocr_data.as_object().ok_or_else(|| Error::InvalidType {
             expected: "object",
             actual: json_type_name(&ocr_data),
         })?;
@@ -346,7 +344,7 @@ impl OcrProviderConfig for VertexAiDeepSeekOcrConfig {
         _model: &str,
         optional_params: &Map<String, Value>,
         env_lookup: &dyn Fn(&str) -> Option<String>,
-    ) -> CoreResult<String> {
+    ) -> Result<String, Error> {
         complete_vertex_deepseek_url(api_base, optional_params, env_lookup)
     }
 
@@ -354,7 +352,7 @@ impl OcrProviderConfig for VertexAiDeepSeekOcrConfig {
         &self,
         api_key: Option<&str>,
         env_lookup: &dyn Fn(&str) -> Option<String>,
-    ) -> CoreResult<String> {
+    ) -> Result<String, Error> {
         resolve_vertex_api_key(api_key, env_lookup)
     }
 }
diff --git a/litellm-rust/crates/core/src/realtime/transformation.rs b/litellm-rust/crates/core/src/realtime/transformation.rs
index 69b88687000..b08084514ef 100644
--- a/litellm-rust/crates/core/src/realtime/transformation.rs
+++ b/litellm-rust/crates/core/src/realtime/transformation.rs
@@ -1,4 +1,4 @@
-use crate::CoreResult;
+use crate::Error;
 use crate::realtime::types::{RealtimeEvent, RealtimeTransformResult};
 
 pub trait RealtimeProviderConfig {
@@ -11,12 +11,12 @@ pub trait RealtimeProviderConfig {
         &self,
         event: &RealtimeEvent,
         model: &str,
-    ) -> CoreResult<RealtimeTransformResult>;
+    ) -> Result<RealtimeTransformResult, Error>;
 
     /// Transform a backend → client event before it is forwarded downstream.
     fn transform_realtime_response(
         &self,
         event: &RealtimeEvent,
         model: &str,
-    ) -> CoreResult<RealtimeTransformResult>;
+    ) -> Result<RealtimeTransformResult, Error>;
 }
diff --git a/litellm-rust/crates/core/src/responses/instrumentation.rs b/litellm-rust/crates/core/src/responses/instrumentation.rs
index ec04571da14..b1098f4d386 100644
--- a/litellm-rust/crates/core/src/responses/instrumentation.rs
+++ b/litellm-rust/crates/core/src/responses/instrumentation.rs
@@ -5,9 +5,9 @@ use std::time::{SystemTime, UNIX_EPOCH};
 
 use serde_json::Value;
 
+use crate::Error;
 use crate::call_lifecycle::{CallLifecycleContext, CallLifecycleHooks, CallLifecycleTiming};
 use crate::responses::types::{ResponsesWsEvent, ResponsesWsEventType};
-use crate::{CoreError, CoreResult};
 
 #[derive(Clone, Debug, Default, PartialEq, Eq)]
 pub struct ResponsesWsUsage {
@@ -205,7 +205,7 @@ impl ResponsesWsInstrumentation {
     }
 }
 
-type LifecycleFuture<'a, T> = Pin<Box<dyn Future<Output = CoreResult<T>> + Send + 'a>>;
+type LifecycleFuture<'a, T> = Pin<Box<dyn Future<Output = Result<T, Error>> + Send + 'a>>;
 
 impl CallLifecycleHooks<(), (), ()> for ResponsesWsInstrumentation {
     type PreCallFuture<'a> = LifecycleFuture<'a, ()>;
@@ -246,7 +246,7 @@ impl CallLifecycleHooks<(), (), ()> for ResponsesWsInstrumentation {
     fn async_log_failure_event<'a>(
         &'a self,
         _context: &'a CallLifecycleContext,
-        _error: &'a CoreError,
+        _error: &'a Error,
         _timing: &'a CallLifecycleTiming,
     ) -> Self::FailureFuture<'a> {
         Box::pin(async move {
@@ -342,7 +342,7 @@ mod tests {
                 ),
                 (),
                 &instrumentation,
-                |_| async { Ok::<(), CoreError>(()) },
+                |_| async { Ok::<(), Error>(()) },
             )
             .await;
 
diff --git a/litellm-rust/crates/core/src/responses/websocket.rs b/litellm-rust/crates/core/src/responses/websocket.rs
index 92dc19627a0..5d037e9cf1b 100644
--- a/litellm-rust/crates/core/src/responses/websocket.rs
+++ b/litellm-rust/crates/core/src/responses/websocket.rs
@@ -1,4 +1,4 @@
-use crate::CoreResult;
+use crate::Error;
 use crate::constants::{OPENAI_RESPONSES_DEFAULT_API_BASE, OPENAI_RESPONSES_PATH};
 use crate::responses::types::{ResponsesWsEvent, ResponsesWsEventType, ResponsesWsTransformResult};
 
@@ -19,13 +19,13 @@ pub trait ResponsesWebSocketProviderConfig: Sync {
         &self,
         event: &ResponsesWsEvent,
         model: &str,
-    ) -> CoreResult<ResponsesWsTransformResult>;
+    ) -> Result<ResponsesWsTransformResult, Error>;
 
     fn transform_ws_response(
         &self,
         event: &ResponsesWsEvent,
         model: &str,
-    ) -> CoreResult<ResponsesWsTransformResult>;
+    ) -> Result<ResponsesWsTransformResult, Error>;
 }
 
 pub fn complete_websocket_url(
diff --git a/litellm-rust/crates/core/tests/workspace_crate_allowlist.rs b/litellm-rust/crates/core/tests/workspace_crate_allowlist.rs
index 656ba033b62..8a8a5ea263a 100644
--- a/litellm-rust/crates/core/tests/workspace_crate_allowlist.rs
+++ b/litellm-rust/crates/core/tests/workspace_crate_allowlist.rs
@@ -1,7 +1,8 @@
-//! Enforcement: the litellm-rust workspace has exactly three crates.
+//! Enforcement: the litellm-rust workspace has exactly four crates.
 //!
-//! `core` (pure translation), `ai-gateway` (routes + all network I/O), and
-//! `python-bridge` (the PyO3 cdylib). Adding or removing a crate must be a
+//! `core` (the Rust SDK), `ai-gateway` (the HTTP/WebSocket host),
+//! `python-interop` (domain-neutral PyO3 primitives), and `python-bridge` (the
+//! PyO3 cdylib). Adding or removing a crate must be a
 //! deliberate act: this test fails until the allowlist here is updated, forcing
 //! whoever changes the crate set to justify the new crate per the rule that a
 //! crate is a layer needing independent compilation / its own deps / a separate
@@ -16,10 +17,15 @@ use std::path::{Path, PathBuf};
 
 /// The one true crate set. Update BOTH this and `litellm-rust/AGENTS.md` when the
 /// workspace legitimately gains or loses a crate.
-const EXPECTED_MEMBERS: &[&str] = &["crates/core", "crates/ai-gateway", "crates/python-bridge"];
+const EXPECTED_MEMBERS: &[&str] = &[
+    "crates/core",
+    "crates/ai-gateway",
+    "crates/python-interop",
+    "crates/python-bridge",
+];
 
 /// The crate subdirectory names that must exist under `crates/`.
-const EXPECTED_CRATE_DIRS: &[&str] = &["core", "ai-gateway", "python-bridge"];
+const EXPECTED_CRATE_DIRS: &[&str] = &["core", "ai-gateway", "python-interop", "python-bridge"];
 
 const MISMATCH: &str = "litellm-rust crate set changed — update this allowlist AND litellm-rust/AGENTS.md, and justify the crate per the rule (crate = layer needing independent compilation / its own deps / a separate artifact).";
 
diff --git a/litellm-rust/crates/python-bridge/AGENTS.md b/litellm-rust/crates/python-bridge/AGENTS.md
index ad3cddfa5fd..42282ca4da4 100644
--- a/litellm-rust/crates/python-bridge/AGENTS.md
+++ b/litellm-rust/crates/python-bridge/AGENTS.md
@@ -1,3 +1,3 @@
-litellm-python-bridge is the PyO3 cdylib that exposes Rust to the litellm Python SDK — a thin adapter (Python objects → Rust calls → Python results) over the litellm-core route entrypoints (e.g. `litellm_core::messages::messages`).
+litellm-python-bridge is the PyO3 cdylib that exposes LiteLLM Rust APIs to the Python SDK. Keep API registration, domain dependency wiring, request assembly, and Python exception mapping here. Put domain-neutral Python/Serde conversion and GIL primitives in litellm-python-interop.
 
 Keep it thin: no business logic, no transforms, no I/O orchestration — just marshal in/out and call the core entrypoint.
diff --git a/litellm-rust/crates/python-bridge/CLAUDE.md b/litellm-rust/crates/python-bridge/CLAUDE.md
index 3ce8b8c639a..d25ae5a8130 100644
--- a/litellm-rust/crates/python-bridge/CLAUDE.md
+++ b/litellm-rust/crates/python-bridge/CLAUDE.md
@@ -5,8 +5,9 @@ Rules for `litellm-rust/crates/python-bridge`.
 ## Responsibility
 
 `python-bridge` is the PyO3 boundary between Python LiteLLM and Rust transforms.
-Keep this crate thin. It adapts Python objects to Rust payloads and returns
-Python-compatible dictionaries.
+Keep this crate thin. It exposes LiteLLM Rust APIs, assembles domain requests,
+maps domain errors to Python exceptions, and delegates generic conversion and
+GIL handling to `litellm-python-interop`.
 
 ## Bridge Shape
 
diff --git a/litellm-rust/crates/python-bridge/Cargo.toml b/litellm-rust/crates/python-bridge/Cargo.toml
index d461a483ae0..637e5580170 100644
--- a/litellm-rust/crates/python-bridge/Cargo.toml
+++ b/litellm-rust/crates/python-bridge/Cargo.toml
@@ -13,19 +13,24 @@ crate-type = ["cdylib"]
 default = ["abi3"]
 abi3 = ["pyo3/abi3-py310"]
 extension-module = ["pyo3/extension-module"]
+panic-test = []
 
 [dependencies]
+futures-util.workspace = true
+tracing.workspace = true
+tracing-subscriber.workspace = true
 litellm-core = { workspace = true, features = ["bedrock-auth"] }
 litellm-ai-gateway = { workspace = true, default-features = false }
+litellm-python-interop.workspace = true
 pyo3.workspace = true
 pyo3-async-runtimes.workspace = true
-pythonize.workspace = true
 serde.workspace = true
 serde_json.workspace = true
 tokio.workspace = true
 
 [dev-dependencies]
 criterion = "0.8.2"
+tokio-tungstenite.workspace = true
 
 [[bench]]
 name = "serialization"
diff --git a/litellm-rust/crates/python-bridge/benches/serialization.rs b/litellm-rust/crates/python-bridge/benches/serialization.rs
index 8a90cf667d0..0b9436d0cb7 100644
--- a/litellm-rust/crates/python-bridge/benches/serialization.rs
+++ b/litellm-rust/crates/python-bridge/benches/serialization.rs
@@ -2,6 +2,7 @@ use std::hint::black_box;
 use std::time::Duration;
 
 use criterion::{BenchmarkId, Criterion, criterion_group, criterion_main};
+use litellm_python_interop::{from_py, to_py};
 use pyo3::prelude::*;
 use pyo3::types::PyDict;
 use serde_json::{Value, json};
@@ -25,7 +26,7 @@ fn former_json_roundtrip_from_py(py: Python<'_>, value: &Bound<'_, PyAny>) -> Va
 }
 
 fn pythonize_from_py(value: &Bound<'_, PyAny>) -> Value {
-    pythonize::depythonize(value).expect("payload should depythonize")
+    from_py(value).expect("payload should depythonize")
 }
 
 fn former_json_roundtrip_to_py(py: Python<'_>, value: &Value) -> Py<PyAny> {
@@ -37,12 +38,10 @@ fn former_json_roundtrip_to_py(py: Python<'_>, value: &Value) -> Py<PyAny> {
 }
 
 fn pythonize_to_py(py: Python<'_>, value: &Value) -> Py<PyAny> {
-    pythonize::pythonize(py, value)
-        .expect("response should pythonize")
-        .unbind()
+    to_py(py, value).expect("response should pythonize")
 }
 
-fn serialization(c: &mut Criterion) {
+fn bridge_serialization(c: &mut Criterion) {
     Python::initialize();
     Python::attach(|py| {
         for &(label, payload_bytes) in PAYLOAD_SIZES {
@@ -98,6 +97,6 @@ criterion_group! {
         .sample_size(20)
         .warm_up_time(Duration::from_secs(1))
         .measurement_time(Duration::from_secs(4));
-    targets = serialization
+    targets = bridge_serialization
 }
 criterion_main!(benches);
diff --git a/litellm-rust/crates/python-bridge/src/constants.rs b/litellm-rust/crates/python-bridge/src/constants.rs
new file mode 100644
index 00000000000..07b2836b838
--- /dev/null
+++ b/litellm-rust/crates/python-bridge/src/constants.rs
@@ -0,0 +1 @@
+pub(crate) const FUNCTION_TRACE_TARGET: &str = "litellm::function_trace";
diff --git a/litellm-rust/crates/python-bridge/src/diagnostics.rs b/litellm-rust/crates/python-bridge/src/diagnostics.rs
new file mode 100644
index 00000000000..cc153a89b8f
--- /dev/null
+++ b/litellm-rust/crates/python-bridge/src/diagnostics.rs
@@ -0,0 +1,23 @@
+use litellm_python_interop::release_count;
+use pyo3::prelude::*;
+use pyo3::types::PyDict;
+
+#[pyfunction]
+fn gil_stats(py: Python<'_>) -> PyResult<Py<PyAny>> {
+    let stats = PyDict::new(py);
+    stats.set_item("releases", release_count())?;
+    Ok(stats.into_any().unbind())
+}
+
+#[cfg(feature = "panic-test")]
+#[pyfunction]
+fn _panic_for_test() {
+    panic!("intentional PyO3 panic smoke test");
+}
+
+pub(crate) fn register(module: &Bound<'_, PyModule>) -> PyResult<()> {
+    module.add_function(wrap_pyfunction!(gil_stats, module)?)?;
+    #[cfg(feature = "panic-test")]
+    module.add_function(wrap_pyfunction!(_panic_for_test, module)?)?;
+    Ok(())
+}
diff --git a/litellm-rust/crates/python-bridge/src/errors.rs b/litellm-rust/crates/python-bridge/src/errors.rs
new file mode 100644
index 00000000000..76c298abf89
--- /dev/null
+++ b/litellm-rust/crates/python-bridge/src/errors.rs
@@ -0,0 +1,99 @@
+use litellm_core::error::Error;
+use pyo3::exceptions::{PyRuntimeError, PyValueError};
+use pyo3::prelude::*;
+
+pyo3::create_exception!(
+    _native,
+    RustBridgeDeclined,
+    pyo3::exceptions::PyException,
+    "The route declined before calling the provider, so the host may retry on its own path."
+);
+
+pyo3::create_exception!(
+    _native,
+    RustUpstreamError,
+    pyo3::exceptions::PyException,
+    "The provider call was already issued and failed. Args are (status, message); status is 0 when there was no HTTP response."
+);
+
+pub(crate) fn core_error_to_pyerr(err: Error) -> PyErr {
+    match err {
+        Error::Auth(message) => PyValueError::new_err(message),
+        Error::InvalidProvider(_)
+        | Error::InvalidRequest(_)
+        | Error::InvalidType { .. }
+        | Error::MissingField(_) => PyValueError::new_err(err.to_string()),
+        other => PyRuntimeError::new_err(other.to_string()),
+    }
+}
+
+/// Map a core error for a route whose host keeps a Python implementation.
+///
+/// The distinction the host needs is whether the provider was already called.
+/// Everything raised before the request goes out is safe for the host to retry
+/// on its own path; anything after it is not, because the provider has already
+/// done the work and billed for it.
+pub(crate) fn chat_completions_error_to_pyerr(err: Error) -> PyErr {
+    match err {
+        Error::Unsupported(_)
+        | Error::Auth(_)
+        | Error::InvalidProvider(_)
+        | Error::InvalidRequest(_)
+        | Error::InvalidType { .. }
+        | Error::MissingField(_)
+        | Error::Routing(_)
+        // Nothing reached the provider, so serving it on Python cannot double
+        // bill and is the only way the caller gets an answer at all.
+        | Error::Connect(_) => RustBridgeDeclined::new_err(err.to_string()),
+        Error::Http { status, body } => {
+            RustUpstreamError::new_err((status, format!("{status}: {body}")))
+        }
+        Error::Network(message) | Error::InvalidResponse(message) => {
+            RustUpstreamError::new_err((0u16, message))
+        }
+    }
+}
+
+pub(crate) fn register(module: &Bound<'_, PyModule>) -> PyResult<()> {
+    let py = module.py();
+    module.add("RustBridgeDeclined", py.get_type::<RustBridgeDeclined>())?;
+    module.add("RustUpstreamError", py.get_type::<RustUpstreamError>())
+}
+
+pub(crate) fn ocr_error_to_pyerr(err: Error) -> PyErr {
+    match err {
+        Error::MissingField("document_url" | "image_url") => {
+            PyValueError::new_err("Document URL is required")
+        }
+        Error::Http { status, body } => RustUpstreamError::new_err((status, body)),
+        other => core_error_to_pyerr(other),
+    }
+}
+
+#[cfg(test)]
+mod ocr_error_tests {
+    use super::*;
+
+    #[test]
+    fn ocr_errors_preserve_python_validation_and_provider_details() {
+        Python::initialize();
+        Python::attach(|py| {
+            for field in ["document_url", "image_url"] {
+                let mapped = ocr_error_to_pyerr(Error::MissingField(field));
+                assert!(mapped.is_instance_of::<PyValueError>(py));
+                assert_eq!(mapped.value(py).to_string(), "Document URL is required");
+            }
+            let mapped = ocr_error_to_pyerr(Error::Http {
+                status: 429,
+                body: r#"{"message":"rate limited"}"#.to_string(),
+            });
+            assert!(mapped.is_instance_of::<RustUpstreamError>(py));
+            let args: (u16, String) = mapped
+                .value(py)
+                .getattr("args")
+                .and_then(|args| args.extract())
+                .expect("OCR failures retain status and unprefixed provider message");
+            assert_eq!(args, (429, r#"{"message":"rate limited"}"#.to_string()));
+        });
+    }
+}
diff --git a/litellm-rust/crates/python-bridge/src/execution.rs b/litellm-rust/crates/python-bridge/src/execution.rs
new file mode 100644
index 00000000000..f3648158cf6
--- /dev/null
+++ b/litellm-rust/crates/python-bridge/src/execution.rs
@@ -0,0 +1,423 @@
+use std::future::Future;
+use std::panic::AssertUnwindSafe;
+use std::time::Duration;
+
+use futures_util::FutureExt;
+use litellm_core::error::Error;
+use litellm_python_interop::{Pythonized, panic_to_pyerr, release_gil};
+use pyo3::exceptions::PyRuntimeError;
+use pyo3::prelude::*;
+use serde::Serialize;
+use tokio::runtime::{Handle, Runtime};
+use tokio::time::{self, MissedTickBehavior};
+
+pub(crate) fn run_sync<T, F>(
+    py: Python<'_>,
+    future: F,
+    map_error: fn(Error) -> PyErr,
+) -> PyResult<Py<PyAny>>
+where
+    T: Serialize + Send + 'static,
+    F: Future<Output = Result<T, Error>> + Send + 'static,
+{
+    run_sync_on(
+        py,
+        pyo3_async_runtimes::tokio::get_runtime(),
+        future,
+        map_error,
+    )
+}
+
+fn run_sync_on<T, F>(
+    py: Python<'_>,
+    runtime: &Runtime,
+    future: F,
+    map_error: fn(Error) -> PyErr,
+) -> PyResult<Py<PyAny>>
+where
+    T: Serialize + Send + 'static,
+    F: Future<Output = Result<T, Error>> + Send + 'static,
+{
+    if Handle::try_current().is_ok() {
+        return Err(PyRuntimeError::new_err(
+            "synchronous native routes cannot run from a Tokio context; use the async route",
+        ));
+    }
+
+    let result = release_gil(py, move || runtime.block_on(wait_for_sync_result(future)))?;
+    let result = map_core_result(result, map_error)?;
+    Pythonized(result).into_pyobject(py).map(Bound::unbind)
+}
+
+pub(crate) fn run_async<T, F>(
+    py: Python<'_>,
+    future: F,
+    map_error: fn(Error) -> PyErr,
+) -> PyResult<Bound<'_, PyAny>>
+where
+    T: Serialize + Send + 'static,
+    F: Future<Output = Result<T, Error>> + Send + 'static,
+{
+    pyo3_async_runtimes::tokio::future_into_py(py, async move {
+        let result = catch_future_panic(future).await?;
+        let result = map_core_result(result, map_error)?;
+        Ok(Pythonized(result))
+    })
+}
+
+fn map_core_result<T>(result: Result<T, Error>, map_error: fn(Error) -> PyErr) -> PyResult<T> {
+    match result {
+        Ok(value) => Ok(value),
+        Err(error) => Err(
+            std::panic::catch_unwind(AssertUnwindSafe(|| map_error(error)))
+                .map_err(panic_to_pyerr)?,
+        ),
+    }
+}
+
+async fn catch_future_panic<T, F>(future: F) -> PyResult<Result<T, Error>>
+where
+    F: Future<Output = Result<T, Error>>,
+{
+    AssertUnwindSafe(future)
+        .catch_unwind()
+        .await
+        .map_err(panic_to_pyerr)
+}
+
+async fn wait_for_sync_result<T, F>(future: F) -> PyResult<Result<T, Error>>
+where
+    F: Future<Output = Result<T, Error>>,
+{
+    let future = catch_future_panic(future);
+    tokio::pin!(future);
+
+    let signal_interval = Duration::from_millis(50);
+    let mut signal_checks =
+        time::interval_at(time::Instant::now() + signal_interval, signal_interval);
+    signal_checks.set_missed_tick_behavior(MissedTickBehavior::Delay);
+    loop {
+        tokio::select! {
+            result = &mut future => return result,
+            _ = signal_checks.tick() => Python::attach(|py| py.check_signals())?,
+        }
+    }
+}
+
+#[cfg(test)]
+mod tests {
+    use std::ffi::CString;
+    use std::future::poll_fn;
+    use std::sync::atomic::{AtomicUsize, Ordering};
+    use std::sync::{Arc, mpsc};
+    use std::task::Poll;
+    use std::thread;
+    use std::time::Instant;
+
+    use pyo3::panic::PanicException;
+    use pyo3::types::{PyDict, PyModule};
+    use serde::Serializer;
+    use tokio::runtime::Builder;
+
+    use super::*;
+
+    fn runtime_error(error: Error) -> PyErr {
+        PyRuntimeError::new_err(error.to_string())
+    }
+
+    fn panicking_error_mapper(_error: Error) -> PyErr {
+        panic!("error mapper panicked")
+    }
+
+    struct PanickingOutput;
+
+    static ASYNC_PROBE_COMPLETED: AtomicUsize = AtomicUsize::new(0);
+
+    impl Serialize for PanickingOutput {
+        fn serialize<S>(&self, _serializer: S) -> Result<S::Ok, S::Error>
+        where
+            S: Serializer,
+        {
+            panic!("serializer panicked")
+        }
+    }
+
+    #[pyfunction]
+    fn async_serialization_panic(py: Python<'_>) -> PyResult<Bound<'_, PyAny>> {
+        run_async(py, async { Ok(PanickingOutput) }, runtime_error)
+    }
+
+    #[pyfunction]
+    fn async_runtime_probe(py: Python<'_>) -> PyResult<Bound<'_, PyAny>> {
+        run_async(
+            py,
+            async {
+                ASYNC_PROBE_COMPLETED.fetch_add(1, Ordering::SeqCst);
+                Ok(true)
+            },
+            runtime_error,
+        )
+    }
+
+    #[pyfunction]
+    fn runtime_worker_count() -> usize {
+        pyo3_async_runtimes::tokio::get_runtime()
+            .metrics()
+            .num_workers()
+    }
+
+    #[pyfunction]
+    fn runtime_is_responsive(_py: Python<'_>, expected_completions: usize) -> bool {
+        let completion_deadline = Instant::now() + Duration::from_secs(2);
+        while ASYNC_PROBE_COMPLETED.load(Ordering::SeqCst) < expected_completions {
+            if Instant::now() >= completion_deadline {
+                return false;
+            }
+            thread::sleep(Duration::from_millis(1));
+        }
+
+        let (heartbeat_tx, heartbeat_rx) = mpsc::sync_channel(1);
+        pyo3_async_runtimes::tokio::get_runtime().spawn(async move {
+            let _ = heartbeat_tx.send(());
+        });
+        heartbeat_rx.recv_timeout(Duration::from_secs(2)).is_ok()
+    }
+
+    fn extract_bool(py: Python<'_>, result: PyResult<Py<PyAny>>) -> bool {
+        result
+            .expect("route should complete")
+            .bind(py)
+            .extract()
+            .expect("result should convert")
+    }
+
+    #[test]
+    fn sync_runner_polls_future_on_the_caller_thread() {
+        Python::initialize();
+        Python::attach(|py| {
+            let caller_thread = std::thread::current().id();
+            let result = run_sync(
+                py,
+                async move { Ok(std::thread::current().id() == caller_thread) },
+                runtime_error,
+            );
+
+            assert!(extract_bool(py, result));
+        });
+    }
+
+    #[test]
+    fn sync_runner_releases_gil_while_waiting() {
+        Python::initialize();
+        Python::attach(|py| {
+            let result = run_sync(
+                py,
+                async {
+                    let gil_acquired = tokio::time::timeout(
+                        Duration::from_secs(2),
+                        tokio::task::spawn_blocking(|| Python::attach(|_| true)),
+                    )
+                    .await;
+                    Ok(matches!(gil_acquired, Ok(Ok(true))))
+                },
+                runtime_error,
+            );
+
+            assert!(extract_bool(py, result));
+        });
+    }
+
+    #[test]
+    fn sync_runner_rejects_calls_from_a_tokio_context() {
+        Python::initialize();
+        let runtime = Builder::new_current_thread()
+            .enable_all()
+            .build()
+            .expect("runtime should build");
+
+        let error = runtime.block_on(async {
+            Python::attach(|py| {
+                run_sync::<bool, _>(py, async { Ok(true) }, runtime_error)
+                    .expect_err("sync route should reject a nested Tokio runtime")
+            })
+        });
+
+        assert_eq!(
+            error.to_string(),
+            "RuntimeError: synchronous native routes cannot run from a Tokio context; use the async route"
+        );
+    }
+
+    #[test]
+    fn sync_runner_can_drive_a_current_thread_runtime() {
+        Python::initialize();
+        let runtime = Builder::new_current_thread()
+            .enable_all()
+            .build()
+            .expect("runtime should build");
+        Python::attach(|py| {
+            let result = run_sync_on(
+                py,
+                &runtime,
+                async {
+                    tokio::task::yield_now().await;
+                    Ok(true)
+                },
+                runtime_error,
+            );
+            assert!(extract_bool(py, result));
+        });
+    }
+
+    #[test]
+    fn sync_runner_maps_a_panicked_future() {
+        Python::initialize();
+        Python::attach(|py| {
+            let error = run_sync::<bool, _>(
+                py,
+                poll_fn(|_| -> Poll<Result<bool, Error>> { panic!("route future panicked") }),
+                runtime_error,
+            )
+            .expect_err("panicked route should become a Python exception");
+
+            assert!(error.is_instance_of::<PanicException>(py));
+            assert_eq!(error.to_string(), "PanicException: route future panicked");
+        });
+    }
+
+    #[test]
+    fn sync_runner_maps_a_panicked_error_mapper() {
+        Python::initialize();
+        Python::attach(|py| {
+            let error = run_sync::<bool, _>(
+                py,
+                async { Err(Error::InvalidRequest("invalid".to_string())) },
+                panicking_error_mapper,
+            )
+            .expect_err("panicked mapper should become a Python exception");
+
+            assert!(error.is_instance_of::<PanicException>(py));
+            assert_eq!(error.to_string(), "PanicException: error mapper panicked");
+        });
+    }
+
+    #[test]
+    fn sync_runner_surfaces_serializer_panics() {
+        Python::initialize();
+        Python::attach(|py| {
+            let error = run_sync(py, async { Ok(PanickingOutput) }, runtime_error)
+                .expect_err("serializer panic should become a Python exception");
+
+            assert!(error.is_instance_of::<PanicException>(py));
+            assert_eq!(error.to_string(), "PanicException: serializer panicked");
+        });
+    }
+
+    #[test]
+    fn sync_runner_supports_concurrent_callers_on_the_shared_runtime() {
+        Python::initialize();
+        let barrier = Arc::new(tokio::sync::Barrier::new(2));
+        let callers: Vec<_> = (0..2)
+            .map(|_| {
+                let barrier = Arc::clone(&barrier);
+                thread::spawn(move || {
+                    Python::attach(|py| {
+                        extract_bool(
+                            py,
+                            run_sync(
+                                py,
+                                async move {
+                                    Ok(tokio::time::timeout(Duration::from_secs(2), barrier.wait())
+                                        .await
+                                        .is_ok())
+                                },
+                                runtime_error,
+                            ),
+                        )
+                    })
+                })
+            })
+            .collect();
+        let results: Vec<_> = callers
+            .into_iter()
+            .map(|caller| caller.join().expect("caller should not panic"))
+            .collect();
+
+        assert_eq!(results, vec![true, true]);
+    }
+
+    #[test]
+    fn async_runner_surfaces_serializer_panics() {
+        Python::initialize();
+        Python::attach(|py| {
+            let module = PyModule::new(py, "runtime").expect("module should be created");
+            module
+                .add_function(
+                    wrap_pyfunction!(async_serialization_panic, &module)
+                        .expect("function should wrap"),
+                )
+                .expect("function should register");
+            let locals = PyDict::new(py);
+            locals
+                .set_item("runtime", &module)
+                .expect("module should enter Python locals");
+            let code = CString::new(
+                r#"
+import asyncio
+
+async def exercise():
+    try:
+        await runtime.async_serialization_panic()
+    except BaseException as error:
+        assert type(error).__name__ == "PanicException"
+        assert str(error) == "serializer panicked"
+    else:
+        raise AssertionError("serializer panic was not raised")
+
+asyncio.run(exercise())
+"#,
+            )
+            .expect("Python source should not contain null bytes");
+            py.run(&code, Some(&locals), Some(&locals))
+                .expect("serializer panic should reach the Python awaiter");
+        });
+    }
+
+    #[test]
+    fn async_result_delivery_does_not_stall_tokio_workers() {
+        Python::initialize();
+        ASYNC_PROBE_COMPLETED.store(0, Ordering::SeqCst);
+        Python::attach(|py| {
+            let module = PyModule::new(py, "runtime").expect("module should be created");
+            for function in [
+                wrap_pyfunction!(async_runtime_probe, &module).expect("function should wrap"),
+                wrap_pyfunction!(runtime_worker_count, &module).expect("function should wrap"),
+                wrap_pyfunction!(runtime_is_responsive, &module).expect("function should wrap"),
+            ] {
+                module
+                    .add_function(function)
+                    .expect("function should register");
+            }
+            let locals = PyDict::new(py);
+            locals
+                .set_item("runtime", &module)
+                .expect("module should enter Python locals");
+            let code = CString::new(
+                r#"
+import asyncio
+
+async def exercise():
+    worker_count = runtime.runtime_worker_count()
+    awaitables = [runtime.async_runtime_probe() for _ in range(worker_count)]
+    assert runtime.runtime_is_responsive(worker_count)
+    assert await asyncio.gather(*awaitables) == [True] * worker_count
+
+asyncio.run(exercise())
+"#,
+            )
+            .expect("Python source should not contain null bytes");
+            py.run(&code, Some(&locals), Some(&locals))
+                .expect("result delivery should leave Tokio workers responsive");
+        });
+    }
+}
diff --git a/litellm-rust/crates/python-bridge/src/function_trace.rs b/litellm-rust/crates/python-bridge/src/function_trace.rs
new file mode 100644
index 00000000000..420d237c79d
--- /dev/null
+++ b/litellm-rust/crates/python-bridge/src/function_trace.rs
@@ -0,0 +1,216 @@
+use std::future::Future;
+use std::sync::{Arc, Mutex};
+
+use serde::Serialize;
+use tracing::instrument::WithSubscriber;
+use tracing::span::{Attributes, Id};
+use tracing::{Dispatch, Level, Subscriber};
+use tracing_subscriber::filter::{LevelFilter, filter_fn};
+use tracing_subscriber::layer::Context;
+use tracing_subscriber::prelude::*;
+use tracing_subscriber::registry::LookupSpan;
+use tracing_subscriber::{Layer, Registry};
+
+use crate::constants::FUNCTION_TRACE_TARGET;
+
+#[derive(Serialize)]
+#[serde(untagged)]
+pub(crate) enum TraceResponse<T> {
+    Plain(T),
+    Traced {
+        response: T,
+        trace: Vec<FunctionTraceEvent>,
+    },
+}
+
+pub(crate) async fn trace_call<T, E>(
+    future: impl Future<Output = Result<T, E>>,
+    enabled: bool,
+) -> Result<TraceResponse<T>, E> {
+    if !enabled {
+        return future.await.map(TraceResponse::Plain);
+    }
+    let trace = FunctionTrace::default();
+    let response = future.with_subscriber(trace.dispatcher()).await?;
+    Ok(TraceResponse::Traced {
+        response,
+        trace: trace.events(),
+    })
+}
+
+#[derive(Clone, Debug, PartialEq, Serialize)]
+pub struct FunctionTraceEvent {
+    pub function: &'static str,
+    pub depth: usize,
+}
+
+#[derive(Clone, Default)]
+pub struct FunctionTrace {
+    events: Arc<Mutex<Vec<FunctionTraceEvent>>>,
+}
+
+impl FunctionTrace {
+    pub fn dispatcher(&self) -> Dispatch {
+        let filter = filter_fn(|metadata| {
+            metadata.is_span()
+                && metadata.target() == FUNCTION_TRACE_TARGET
+                && *metadata.level() == Level::TRACE
+        })
+        .with_max_level_hint(LevelFilter::TRACE);
+        Dispatch::new(
+            Registry::default().with(
+                FunctionTraceLayer {
+                    trace: self.clone(),
+                }
+                .with_filter(filter),
+            ),
+        )
+    }
+
+    pub fn events(&self) -> Vec<FunctionTraceEvent> {
+        self.events
+            .lock()
+            .unwrap_or_else(|error| error.into_inner())
+            .clone()
+    }
+}
+
+struct FunctionTraceLayer {
+    trace: FunctionTrace,
+}
+
+impl<S> Layer<S> for FunctionTraceLayer
+where
+    S: Subscriber + for<'lookup> LookupSpan<'lookup>,
+{
+    fn on_new_span(&self, attributes: &Attributes<'_>, id: &Id, context: Context<'_, S>) {
+        let depth = context
+            .span(id)
+            .map(|span| span.scope().skip(1).count())
+            .unwrap_or_default();
+        self.trace
+            .events
+            .lock()
+            .unwrap_or_else(|error| error.into_inner())
+            .push(FunctionTraceEvent {
+                function: attributes.metadata().name(),
+                depth,
+            });
+    }
+}
+
+#[cfg(test)]
+mod tests {
+    use super::*;
+
+    #[tracing::instrument(target = "litellm::function_trace", level = "trace", skip_all)]
+    async fn outer() {
+        tokio::task::yield_now().await;
+        inner().await;
+    }
+
+    #[tracing::instrument(target = "litellm::function_trace", level = "trace", skip_all)]
+    async fn inner() {
+        tokio::task::yield_now().await;
+    }
+
+    #[tokio::test]
+    async fn concurrent_futures_keep_separate_traces_across_yields() {
+        use tracing::instrument::WithSubscriber;
+
+        let first = FunctionTrace::default();
+        let second = FunctionTrace::default();
+        let outside = FunctionTrace::default();
+
+        async {
+            tokio::join!(
+                outer().with_subscriber(first.dispatcher()),
+                inner().with_subscriber(second.dispatcher()),
+            );
+            inner().await;
+        }
+        .with_subscriber(outside.dispatcher())
+        .await;
+
+        assert_eq!(
+            first.events(),
+            vec![
+                FunctionTraceEvent {
+                    function: "outer",
+                    depth: 0
+                },
+                FunctionTraceEvent {
+                    function: "inner",
+                    depth: 1
+                },
+            ],
+        );
+        assert_eq!(
+            second.events(),
+            vec![FunctionTraceEvent {
+                function: "inner",
+                depth: 0
+            }],
+        );
+        assert_eq!(
+            outside.events(),
+            vec![FunctionTraceEvent {
+                function: "inner",
+                depth: 0
+            }],
+        );
+    }
+
+    #[test]
+    fn records_matching_spans_in_creation_order() {
+        let trace = FunctionTrace::default();
+        let dispatch = trace.dispatcher();
+
+        tracing::dispatcher::with_default(&dispatch, || {
+            let _ignored = tracing::trace_span!(target: "other", "ignored");
+            let _first = tracing::trace_span!(target: FUNCTION_TRACE_TARGET, "same_name");
+            let _wrong_level = tracing::debug_span!(target: FUNCTION_TRACE_TARGET, "wrong_level");
+            let _second = tracing::trace_span!(target: FUNCTION_TRACE_TARGET, "same_name");
+        });
+
+        assert_eq!(
+            trace.events(),
+            vec![
+                FunctionTraceEvent {
+                    function: "same_name",
+                    depth: 0,
+                },
+                FunctionTraceEvent {
+                    function: "same_name",
+                    depth: 0,
+                },
+            ]
+        );
+    }
+
+    #[test]
+    fn records_matching_span_nesting_depth() {
+        let trace = FunctionTrace::default();
+        let dispatch = trace.dispatcher();
+
+        tracing::dispatcher::with_default(&dispatch, || {
+            let outer = tracing::trace_span!(target: FUNCTION_TRACE_TARGET, "outer");
+            let _outer_guard = outer.enter();
+            let _inner = tracing::trace_span!(target: FUNCTION_TRACE_TARGET, "inner");
+        });
+
+        assert_eq!(
+            trace.events(),
+            vec![
+                FunctionTraceEvent {
+                    function: "outer",
+                    depth: 0,
+                },
+                FunctionTraceEvent {
+                    function: "inner",
+                    depth: 1,
+                },
+            ]
+        );
+    }
+}
diff --git a/litellm-rust/crates/python-bridge/src/gil.rs b/litellm-rust/crates/python-bridge/src/gil.rs
deleted file mode 100644
index e887c8ec1e3..00000000000
--- a/litellm-rust/crates/python-bridge/src/gil.rs
+++ /dev/null
@@ -1,32 +0,0 @@
-//! GIL accounting.
-//!
-//! A single chokepoint for releasing the GIL around blocking work. Every
-//! blocking call in the bridge goes through [`release_gil`] instead of calling
-//! `Python::detach` directly, so the release count stays accurate and we
-//! have one place to extend later (timing histograms, per-call labels, etc.).
-
-use std::sync::atomic::{AtomicU64, Ordering};
-
-use pyo3::prelude::*;
-
-/// Number of times the bridge has released the GIL since process start.
-static GIL_RELEASES: AtomicU64 = AtomicU64::new(0);
-
-/// Release the GIL around `f`, recording the release.
-///
-/// `f` must not touch any Python state — that is what makes releasing the GIL
-/// safe. Returning the value back to Python re-acquires the GIL at the call
-/// site, after `f` has finished.
-pub fn release_gil<T, F>(py: Python<'_>, f: F) -> T
-where
-    F: FnOnce() -> T + Send,
-    T: Send,
-{
-    GIL_RELEASES.fetch_add(1, Ordering::Relaxed);
-    py.detach(f)
-}
-
-/// Total GIL releases performed by the bridge so far.
-pub fn release_count() -> u64 {
-    GIL_RELEASES.load(Ordering::Relaxed)
-}
diff --git a/litellm-rust/crates/python-bridge/src/lib.rs b/litellm-rust/crates/python-bridge/src/lib.rs
index f9e75f45f75..5f36a22370a 100644
--- a/litellm-rust/crates/python-bridge/src/lib.rs
+++ b/litellm-rust/crates/python-bridge/src/lib.rs
@@ -1,146 +1,18 @@
-use std::collections::HashMap;
-use std::time::Duration;
-
-use litellm_ai_gateway::io::audio_transcription::{
-    AudioTranscriptionRequest, audio_transcription as run_audio_transcription,
-};
-use litellm_ai_gateway::io::ocr::{OcrRequest, ocr as run_ocr};
-use litellm_ai_gateway::io::responses_ws::ResponsesWebSocketConnection as RustResponsesWebSocketConnection;
-use litellm_core::chat_completions::types::{ChatCompletionsRequest, ChatCompletionsResponse};
-use litellm_core::chat_completions::{
-    chat_completions as run_chat_completions, chat_completions_decline_reason,
-};
-use litellm_core::error::CoreError;
-use litellm_core::messages::messages as run_messages;
-use litellm_core::messages::types::{AnthropicMessagesResponse, MessagesRequest};
-use pyo3::exceptions::{PyRuntimeError, PyValueError};
-use pyo3::prelude::*;
-use pyo3::types::{PyAny, PyDict};
-use serde_json::{Map, Value};
-
-mod gil;
+mod constants;
+mod diagnostics;
+mod errors;
+mod execution;
+pub mod function_trace;
 mod marshal;
+mod routes;
 
-use marshal::{from_py, to_py};
+use litellm_ai_gateway::io::responses_ws::ResponsesWebSocketConnection as RustResponsesWebSocketConnection;
+use pyo3::prelude::*;
+use pyo3::types::PyAny;
+use serde_json::Value;
 
-pyo3::create_exception!(
-    _native,
-    RustBridgeDeclined,
-    pyo3::exceptions::PyException,
-    "The route declined before calling the provider, so the host may retry on its own path."
-);
-
-pyo3::create_exception!(
-    _native,
-    RustUpstreamError,
-    pyo3::exceptions::PyException,
-    "The provider call was already issued and failed. Args are (status, message); status is 0 when there was no HTTP response."
-);
-
-type MarshaledOcrInputs = (
-    Value,
-    Option<Map<String, Value>>,
-    Map<String, Value>,
-    Option<Duration>,
-);
-
-fn messages_response_to_py(
-    py: Python<'_>,
-    response: AnthropicMessagesResponse,
-) -> PyResult<Py<PyAny>> {
-    to_py(py, &response)
-}
-
-fn chat_completions_response_to_py(
-    py: Python<'_>,
-    response: ChatCompletionsResponse,
-) -> PyResult<Py<PyAny>> {
-    to_py(py, &response)
-}
-
-fn core_error_to_pyerr(err: CoreError) -> PyErr {
-    match err {
-        CoreError::Auth(message) => PyValueError::new_err(message),
-        CoreError::InvalidProvider(_)
-        | CoreError::InvalidRequest(_)
-        | CoreError::InvalidType { .. }
-        | CoreError::MissingField(_) => PyValueError::new_err(err.to_string()),
-        other => PyRuntimeError::new_err(other.to_string()),
-    }
-}
-
-/// Map a core error for a route whose host keeps a Python implementation.
-///
-/// The distinction the host needs is whether the provider was already called.
-/// Everything raised before the request goes out is safe for the host to retry
-/// on its own path; anything after it is not, because the provider has already
-/// done the work and billed for it.
-fn chat_completions_error_to_pyerr(err: CoreError) -> PyErr {
-    match err {
-        CoreError::Unsupported(_)
-        | CoreError::Auth(_)
-        | CoreError::InvalidProvider(_)
-        | CoreError::InvalidRequest(_)
-        | CoreError::InvalidType { .. }
-        | CoreError::MissingField(_)
-        | CoreError::Routing(_)
-        // Nothing reached the provider, so serving it on Python cannot double
-        // bill and is the only way the caller gets an answer at all.
-        | CoreError::Connect(_) => RustBridgeDeclined::new_err(err.to_string()),
-        CoreError::Http { status, body } => {
-            RustUpstreamError::new_err((status, format!("{status}: {body}")))
-        }
-        CoreError::Network(message) | CoreError::InvalidResponse(message) => {
-            RustUpstreamError::new_err((0u16, message))
-        }
-    }
-}
-
-fn optional_object_to_map(
-    py: Python<'_>,
-    name: &'static str,
-    value: Option<Py<PyAny>>,
-) -> PyResult<Map<String, Value>> {
-    match value {
-        Some(value) => match from_py(value.bind(py))? {
-            Value::Object(map) => Ok(map),
-            _ => Err(PyValueError::new_err(format!("{name} must be a dict"))),
-        },
-        None => Ok(Map::new()),
-    }
-}
-
-fn optional_timeout(timeout_seconds: Option<f64>) -> Option<Duration> {
-    timeout_seconds.and_then(|secs| {
-        if secs.is_finite() && secs > 0.0 {
-            Some(Duration::from_secs_f64(secs))
-        } else {
-            None
-        }
-    })
-}
-
-fn marshal_headers(
-    py: Python<'_>,
-    headers: Option<Py<PyAny>>,
-) -> PyResult<HashMap<String, String>> {
-    let value = match headers {
-        Some(headers) => from_py(headers.bind(py))?,
-        None => Value::Object(Map::new()),
-    };
-    let Value::Object(headers) = value else {
-        return Err(PyValueError::new_err("headers must be a dict"));
-    };
-    headers
-        .into_iter()
-        .map(|(name, value)| {
-            value
-                .as_str()
-                .map(|value| (name, value.to_string()))
-                .ok_or_else(|| PyValueError::new_err("header values must be strings"))
-        })
-        .collect()
-}
+use crate::errors::core_error_to_pyerr;
+use crate::marshal::{marshal_headers, optional_timeout};
 
 #[pyclass]
 struct ResponsesWebSocketConnection {
@@ -155,16 +27,16 @@ impl ResponsesWebSocketConnection {
         _cls: &Bound<'py, pyo3::types::PyType>,
         py: Python<'py>,
         url: String,
-        headers: Option<Py<PyAny>>,
+        #[pyo3(from_py_with = litellm_python_interop::from_py)] headers: Option<Value>,
         timeout_seconds: Option<f64>,
     ) -> PyResult<Bound<'py, PyAny>> {
-        let headers = marshal_headers(py, headers)?;
+        let headers = marshal_headers(headers)?;
         let timeout = optional_timeout(timeout_seconds);
         pyo3_async_runtimes::tokio::future_into_py(py, async move {
             let inner = RustResponsesWebSocketConnection::connect_url(&url, &headers, timeout)
                 .await
                 .map_err(core_error_to_pyerr)?;
-            Python::attach(|py| Py::new(py, ResponsesWebSocketConnection { inner }))
+            Ok(ResponsesWebSocketConnection { inner })
         })
     }
 
@@ -190,445 +62,126 @@ impl ResponsesWebSocketConnection {
     }
 }
 
-fn marshal_inputs(
-    py: Python<'_>,
-    document: Py<PyAny>,
-    extra_headers: Option<Py<PyAny>>,
-    optional_params: Option<Py<PyAny>>,
-    timeout_seconds: Option<f64>,
-) -> PyResult<MarshaledOcrInputs> {
-    let document = from_py(document.bind(py))?;
-    let extra_headers = match extra_headers {
-        Some(headers) => Some(optional_object_to_map(py, "extra_headers", Some(headers))?),
-        None => None,
-    };
-    let optional_params = optional_object_to_map(py, "optional_params", optional_params)?;
-    let timeout = optional_timeout(timeout_seconds);
+#[pymodule(gil_used = false)]
+mod _native {
+    use pyo3::prelude::*;
 
-    Ok((document, extra_headers, optional_params, timeout))
-}
-
-#[pyfunction]
-#[pyo3(signature = (model, document, api_key=None, api_base=None, custom_llm_provider=None, extra_headers=None, optional_params=None, timeout_seconds=None))]
-#[allow(clippy::too_many_arguments)]
-fn ocr(
-    py: Python<'_>,
-    model: String,
-    document: Py<PyAny>,
-    api_key: Option<String>,
-    api_base: Option<String>,
-    custom_llm_provider: Option<String>,
-    extra_headers: Option<Py<PyAny>>,
-    optional_params: Option<Py<PyAny>>,
-    timeout_seconds: Option<f64>,
-) -> PyResult<Py<PyAny>> {
-    let (document, extra_headers, optional_params, timeout) = marshal_inputs(
-        py,
-        document,
-        extra_headers,
-        optional_params,
-        timeout_seconds,
-    )?;
-
-    let result = gil::release_gil(py, || {
-        pyo3_async_runtimes::tokio::get_runtime().block_on(run_ocr(OcrRequest {
-            model: &model,
-            document,
-            api_key: api_key.as_deref(),
-            api_base: api_base.as_deref(),
-            custom_llm_provider: custom_llm_provider.as_deref(),
-            extra_headers,
-            optional_params,
-            timeout,
-            callbacks: Vec::new(),
-            guardrails: Vec::new(),
-            request_metadata: Default::default(),
-            litellm_call_id: None,
-        }))
-    });
-
-    match result {
-        Ok(value) => to_py(py, &value),
-        Err(err) => Err(core_error_to_pyerr(err)),
+    #[pymodule_init]
+    fn init(module: &Bound<'_, PyModule>) -> PyResult<()> {
+        super::errors::register(module)?;
+        super::routes::register(module)?;
+        module.add_class::<super::ResponsesWebSocketConnection>()?;
+        super::diagnostics::register(module)
     }
 }
 
-#[pyfunction]
-#[pyo3(signature = (model, document, api_key=None, api_base=None, custom_llm_provider=None, extra_headers=None, optional_params=None, timeout_seconds=None))]
-#[allow(clippy::too_many_arguments)]
-fn aocr(
-    py: Python<'_>,
-    model: String,
-    document: Py<PyAny>,
-    api_key: Option<String>,
-    api_base: Option<String>,
-    custom_llm_provider: Option<String>,
-    extra_headers: Option<Py<PyAny>>,
-    optional_params: Option<Py<PyAny>>,
-    timeout_seconds: Option<f64>,
-) -> PyResult<Bound<'_, PyAny>> {
-    let (document, extra_headers, optional_params, timeout) = marshal_inputs(
-        py,
-        document,
-        extra_headers,
-        optional_params,
-        timeout_seconds,
-    )?;
+#[cfg(test)]
+mod tests {
+    use std::ffi::CString;
+    use std::time::Duration;
 
-    pyo3_async_runtimes::tokio::future_into_py(py, async move {
-        let value = run_ocr(OcrRequest {
-            model: &model,
-            document,
-            api_key: api_key.as_deref(),
-            api_base: api_base.as_deref(),
-            custom_llm_provider: custom_llm_provider.as_deref(),
-            extra_headers,
-            optional_params,
-            timeout,
-            callbacks: Vec::new(),
-            guardrails: Vec::new(),
-            request_metadata: Default::default(),
-            litellm_call_id: None,
-        })
-        .await
-        .map_err(core_error_to_pyerr)?;
+    use futures_util::{SinkExt, StreamExt};
+    use pyo3::types::PyDict;
+    use tokio::net::TcpListener;
+    use tokio_tungstenite::{accept_async, tungstenite::Message};
 
-        Python::attach(|py| to_py(py, &value))
-    })
-}
+    use super::*;
 
-#[pyfunction]
-#[pyo3(signature = (model, audio, api_key=None, api_base=None, custom_llm_provider=None, extra_headers=None, optional_params=None, timeout_seconds=None))]
-#[allow(clippy::too_many_arguments)]
-fn transcription(
-    py: Python<'_>,
-    model: String,
-    audio: Py<PyAny>,
-    api_key: Option<String>,
-    api_base: Option<String>,
-    custom_llm_provider: Option<String>,
-    extra_headers: Option<Py<PyAny>>,
-    optional_params: Option<Py<PyAny>>,
-    timeout_seconds: Option<f64>,
-) -> PyResult<Py<PyAny>> {
-    let audio = from_py(audio.bind(py))?;
-    let extra_headers = match extra_headers {
-        Some(headers) => Some(optional_object_to_map(py, "extra_headers", Some(headers))?),
-        None => None,
-    };
-    let optional_params = optional_object_to_map(py, "optional_params", optional_params)?;
-    let timeout = optional_timeout(timeout_seconds);
-    let result = gil::release_gil(py, || {
-        pyo3_async_runtimes::tokio::get_runtime().block_on(run_audio_transcription(
-            AudioTranscriptionRequest {
-                model: &model,
-                audio,
-                api_key: api_key.as_deref(),
-                api_base: api_base.as_deref(),
-                custom_llm_provider: custom_llm_provider.as_deref(),
-                extra_headers,
-                optional_params,
-                timeout,
-                callbacks: Vec::new(),
-                guardrails: Vec::new(),
-                request_metadata: Default::default(),
-                litellm_call_id: None,
-            },
-        ))
-    });
-    match result {
-        Ok(value) => to_py(py, &value),
-        Err(err) => Err(core_error_to_pyerr(err)),
+    #[test]
+    fn module_registration_preserves_the_public_surface() {
+        Python::initialize();
+        Python::attach(|py| {
+            let module = pyo3::wrap_pymodule!(_native)(py).into_bound(py);
+
+            let expected = [
+                "RustBridgeDeclined",
+                "RustUpstreamError",
+                "ocr",
+                "aocr",
+                "transcription",
+                "atranscription",
+                "messages",
+                "amessages",
+                "chat_completions_decline",
+                "chat_completions",
+                "achat_completions",
+                "ResponsesWebSocketConnection",
+                "gil_stats",
+            ];
+
+            let public_names: Vec<String> = module
+                .dict()
+                .keys()
+                .extract::<Vec<String>>()
+                .expect("module names should be strings")
+                .into_iter()
+                .filter(|name| !name.starts_with("__"))
+                .collect();
+            assert_eq!(public_names, expected);
+        });
+    }
+
+    #[test]
+    fn responses_websocket_connection_round_trips_through_python() {
+        Python::initialize();
+        let runtime = pyo3_async_runtimes::tokio::get_runtime();
+        let listener = runtime
+            .block_on(TcpListener::bind("127.0.0.1:0"))
+            .expect("listener should bind");
+        let address = listener
+            .local_addr()
+            .expect("listener should have an address");
+        let server = runtime.spawn(async move {
+            let (stream, _) = listener.accept().await.expect("server should accept");
+            let mut socket = accept_async(stream)
+                .await
+                .expect("handshake should succeed");
+
+            let message = socket
+                .next()
+                .await
+                .expect("client should send a frame")
+                .expect("client frame should be valid");
+            assert_eq!(message, Message::Text("from-python".into()));
+            socket
+                .send(Message::Text("from-server".into()))
+                .await
+                .expect("server should reply");
+            assert!(matches!(socket.next().await, Some(Ok(Message::Close(_)))));
+        });
+
+        Python::attach(|py| {
+            let module = pyo3::wrap_pymodule!(_native)(py).into_bound(py);
+            let locals = PyDict::new(py);
+            locals
+                .set_item("native", &module)
+                .expect("module should enter Python locals");
+            locals
+                .set_item("url", format!("ws://{address}"))
+                .expect("URL should enter Python locals");
+            let code = CString::new(
+                r#"
+import asyncio
+
+async def exercise():
+    connection = await native.ResponsesWebSocketConnection.connect(url)
+    assert type(connection) is native.ResponsesWebSocketConnection
+    await connection.send_text("from-python")
+    assert await connection.recv_text() == "from-server"
+    await connection.close()
+    assert await connection.recv_text() is None
+
+asyncio.run(asyncio.wait_for(exercise(), timeout=5))
+"#,
+            )
+            .expect("Python source should not contain null bytes");
+            py.run(&code, Some(&locals), Some(&locals))
+                .expect("Python WebSocket methods should round trip");
+        });
+
+        runtime
+            .block_on(async { tokio::time::timeout(Duration::from_secs(5), server).await })
+            .expect("server should finish")
+            .expect("server task should not panic");
     }
 }
-
-#[pyfunction]
-#[pyo3(signature = (model, audio, api_key=None, api_base=None, custom_llm_provider=None, extra_headers=None, optional_params=None, timeout_seconds=None))]
-#[allow(clippy::too_many_arguments)]
-fn atranscription(
-    py: Python<'_>,
-    model: String,
-    audio: Py<PyAny>,
-    api_key: Option<String>,
-    api_base: Option<String>,
-    custom_llm_provider: Option<String>,
-    extra_headers: Option<Py<PyAny>>,
-    optional_params: Option<Py<PyAny>>,
-    timeout_seconds: Option<f64>,
-) -> PyResult<Bound<'_, PyAny>> {
-    let audio = from_py(audio.bind(py))?;
-    let extra_headers = match extra_headers {
-        Some(headers) => Some(optional_object_to_map(py, "extra_headers", Some(headers))?),
-        None => None,
-    };
-    let optional_params = optional_object_to_map(py, "optional_params", optional_params)?;
-    let timeout = optional_timeout(timeout_seconds);
-    pyo3_async_runtimes::tokio::future_into_py(py, async move {
-        let value = run_audio_transcription(AudioTranscriptionRequest {
-            model: &model,
-            audio,
-            api_key: api_key.as_deref(),
-            api_base: api_base.as_deref(),
-            custom_llm_provider: custom_llm_provider.as_deref(),
-            extra_headers,
-            optional_params,
-            timeout,
-            callbacks: Vec::new(),
-            guardrails: Vec::new(),
-            request_metadata: Default::default(),
-            litellm_call_id: None,
-        })
-        .await
-        .map_err(core_error_to_pyerr)?;
-        Python::attach(|py| to_py(py, &value))
-    })
-}
-
-type MarshaledMessagesInputs = (Value, Option<Map<String, Value>>, Option<Duration>);
-
-fn marshal_messages_inputs(
-    py: Python<'_>,
-    body: Py<PyAny>,
-    extra_headers: Option<Py<PyAny>>,
-    timeout_seconds: Option<f64>,
-) -> PyResult<MarshaledMessagesInputs> {
-    let body: Value = from_py(body.bind(py))?;
-    if !body.is_object() {
-        return Err(PyValueError::new_err("body must be a dict"));
-    }
-    let extra_headers = match extra_headers {
-        Some(headers) => Some(optional_object_to_map(py, "extra_headers", Some(headers))?),
-        None => None,
-    };
-    Ok((body, extra_headers, optional_timeout(timeout_seconds)))
-}
-
-#[pyfunction]
-#[pyo3(signature = (model, body, api_key=None, api_base=None, custom_llm_provider=None, extra_headers=None, timeout_seconds=None))]
-#[allow(clippy::too_many_arguments)]
-fn messages(
-    py: Python<'_>,
-    model: String,
-    body: Py<PyAny>,
-    api_key: Option<String>,
-    api_base: Option<String>,
-    custom_llm_provider: Option<String>,
-    extra_headers: Option<Py<PyAny>>,
-    timeout_seconds: Option<f64>,
-) -> PyResult<Py<PyAny>> {
-    let (body, extra_headers, timeout) =
-        marshal_messages_inputs(py, body, extra_headers, timeout_seconds)?;
-
-    let result = gil::release_gil(py, || {
-        pyo3_async_runtimes::tokio::get_runtime().block_on(run_messages(MessagesRequest {
-            model: &model,
-            body,
-            api_key: api_key.as_deref(),
-            api_base: api_base.as_deref(),
-            custom_llm_provider: custom_llm_provider.as_deref(),
-            extra_headers,
-            timeout,
-        }))
-    });
-
-    match result {
-        Ok(response) => messages_response_to_py(py, response),
-        Err(err) => Err(core_error_to_pyerr(err)),
-    }
-}
-
-#[pyfunction]
-#[pyo3(signature = (model, body, api_key=None, api_base=None, custom_llm_provider=None, extra_headers=None, timeout_seconds=None))]
-#[allow(clippy::too_many_arguments)]
-fn amessages(
-    py: Python<'_>,
-    model: String,
-    body: Py<PyAny>,
-    api_key: Option<String>,
-    api_base: Option<String>,
-    custom_llm_provider: Option<String>,
-    extra_headers: Option<Py<PyAny>>,
-    timeout_seconds: Option<f64>,
-) -> PyResult<Bound<'_, PyAny>> {
-    let (body, extra_headers, timeout) =
-        marshal_messages_inputs(py, body, extra_headers, timeout_seconds)?;
-
-    pyo3_async_runtimes::tokio::future_into_py(py, async move {
-        let response = run_messages(MessagesRequest {
-            model: &model,
-            body,
-            api_key: api_key.as_deref(),
-            api_base: api_base.as_deref(),
-            custom_llm_provider: custom_llm_provider.as_deref(),
-            extra_headers,
-            timeout,
-        })
-        .await
-        .map_err(core_error_to_pyerr)?;
-
-        Python::attach(|py| messages_response_to_py(py, response))
-    })
-}
-
-type MarshaledChatCompletionsInputs = (
-    Value,
-    Map<String, Value>,
-    Option<Map<String, Value>>,
-    Option<Duration>,
-);
-
-fn marshal_chat_completions_inputs(
-    py: Python<'_>,
-    messages: Py<PyAny>,
-    optional_params: Option<Py<PyAny>>,
-    extra_headers: Option<Py<PyAny>>,
-    timeout_seconds: Option<f64>,
-) -> PyResult<MarshaledChatCompletionsInputs> {
-    let messages: Value = from_py(messages.bind(py))?;
-    if !messages.is_array() {
-        return Err(PyValueError::new_err("messages must be a list"));
-    }
-    let optional_params = optional_object_to_map(py, "optional_params", optional_params)?;
-    let extra_headers = match extra_headers {
-        Some(headers) => Some(optional_object_to_map(py, "extra_headers", Some(headers))?),
-        None => None,
-    };
-    Ok((
-        messages,
-        optional_params,
-        extra_headers,
-        optional_timeout(timeout_seconds),
-    ))
-}
-
-/// The decline reason for this request, or `None` when the Rust path accepts
-/// it. Resolves no credentials and performs no I/O, so a host can ask before
-/// committing to either path.
-#[pyfunction]
-#[pyo3(signature = (model, messages, optional_params=None, custom_llm_provider=None))]
-fn chat_completions_decline(
-    py: Python<'_>,
-    model: String,
-    messages: Py<PyAny>,
-    optional_params: Option<Py<PyAny>>,
-    custom_llm_provider: Option<String>,
-) -> PyResult<Option<String>> {
-    let messages = from_py(messages.bind(py))?;
-    let optional_params = optional_object_to_map(py, "optional_params", optional_params)?;
-    Ok(chat_completions_decline_reason(
-        &model,
-        custom_llm_provider.as_deref(),
-        messages,
-        &optional_params,
-    )
-    .map(str::to_string))
-}
-
-#[pyfunction]
-#[pyo3(signature = (model, messages, optional_params=None, api_key=None, api_base=None, custom_llm_provider=None, extra_headers=None, timeout_seconds=None))]
-#[allow(clippy::too_many_arguments)]
-fn chat_completions(
-    py: Python<'_>,
-    model: String,
-    messages: Py<PyAny>,
-    optional_params: Option<Py<PyAny>>,
-    api_key: Option<String>,
-    api_base: Option<String>,
-    custom_llm_provider: Option<String>,
-    extra_headers: Option<Py<PyAny>>,
-    timeout_seconds: Option<f64>,
-) -> PyResult<Py<PyAny>> {
-    let (messages, optional_params, extra_headers, timeout) = marshal_chat_completions_inputs(
-        py,
-        messages,
-        optional_params,
-        extra_headers,
-        timeout_seconds,
-    )?;
-
-    let result = gil::release_gil(py, || {
-        pyo3_async_runtimes::tokio::get_runtime().block_on(run_chat_completions(
-            ChatCompletionsRequest {
-                model: &model,
-                messages,
-                optional_params,
-                api_key: api_key.as_deref(),
-                api_base: api_base.as_deref(),
-                custom_llm_provider: custom_llm_provider.as_deref(),
-                extra_headers,
-                timeout,
-            },
-        ))
-    });
-
-    match result {
-        Ok(response) => chat_completions_response_to_py(py, response),
-        Err(err) => Err(chat_completions_error_to_pyerr(err)),
-    }
-}
-
-#[pyfunction]
-#[pyo3(signature = (model, messages, optional_params=None, api_key=None, api_base=None, custom_llm_provider=None, extra_headers=None, timeout_seconds=None))]
-#[allow(clippy::too_many_arguments)]
-fn achat_completions(
-    py: Python<'_>,
-    model: String,
-    messages: Py<PyAny>,
-    optional_params: Option<Py<PyAny>>,
-    api_key: Option<String>,
-    api_base: Option<String>,
-    custom_llm_provider: Option<String>,
-    extra_headers: Option<Py<PyAny>>,
-    timeout_seconds: Option<f64>,
-) -> PyResult<Bound<'_, PyAny>> {
-    let (messages, optional_params, extra_headers, timeout) = marshal_chat_completions_inputs(
-        py,
-        messages,
-        optional_params,
-        extra_headers,
-        timeout_seconds,
-    )?;
-
-    pyo3_async_runtimes::tokio::future_into_py(py, async move {
-        let response = run_chat_completions(ChatCompletionsRequest {
-            model: &model,
-            messages,
-            optional_params,
-            api_key: api_key.as_deref(),
-            api_base: api_base.as_deref(),
-            custom_llm_provider: custom_llm_provider.as_deref(),
-            extra_headers,
-            timeout,
-        })
-        .await
-        .map_err(chat_completions_error_to_pyerr)?;
-
-        Python::attach(|py| chat_completions_response_to_py(py, response))
-    })
-}
-
-#[pyfunction]
-fn gil_stats(py: Python<'_>) -> PyResult<Py<PyAny>> {
-    let stats = PyDict::new(py);
-    stats.set_item("releases", gil::release_count())?;
-    Ok(stats.into_any().unbind())
-}
-
-#[pymodule]
-fn _native(module: &Bound<'_, PyModule>) -> PyResult<()> {
-    let py = module.py();
-    module.add_function(wrap_pyfunction!(ocr, module)?)?;
-    module.add_function(wrap_pyfunction!(aocr, module)?)?;
-    module.add_function(wrap_pyfunction!(transcription, module)?)?;
-    module.add_function(wrap_pyfunction!(atranscription, module)?)?;
-    module.add_function(wrap_pyfunction!(messages, module)?)?;
-    module.add_function(wrap_pyfunction!(amessages, module)?)?;
-    module.add("RustBridgeDeclined", py.get_type::<RustBridgeDeclined>())?;
-    module.add("RustUpstreamError", py.get_type::<RustUpstreamError>())?;
-    module.add_function(wrap_pyfunction!(chat_completions_decline, module)?)?;
-    module.add_function(wrap_pyfunction!(chat_completions, module)?)?;
-    module.add_function(wrap_pyfunction!(achat_completions, module)?)?;
-    module.add_class::<ResponsesWebSocketConnection>()?;
-    module.add_function(wrap_pyfunction!(gil_stats, module)?)?;
-    Ok(())
-}
diff --git a/litellm-rust/crates/python-bridge/src/marshal.rs b/litellm-rust/crates/python-bridge/src/marshal.rs
index c3d0638427c..a14e4b55d82 100644
--- a/litellm-rust/crates/python-bridge/src/marshal.rs
+++ b/litellm-rust/crates/python-bridge/src/marshal.rs
@@ -1,20 +1,104 @@
+use std::collections::HashMap;
+use std::time::Duration;
+
 use pyo3::exceptions::PyValueError;
 use pyo3::prelude::*;
-use serde::Serialize;
-use serde::de::DeserializeOwned;
+use serde_json::{Map, Value};
 
-pub fn from_py<T>(value: &Bound<'_, PyAny>) -> PyResult<T>
-where
-    T: DeserializeOwned,
-{
-    pythonize::depythonize(value).map_err(|error| PyValueError::new_err(error.to_string()))
+pub(crate) struct RouteOptions {
+    pub(crate) model: String,
+    pub(crate) api_key: Option<String>,
+    pub(crate) api_base: Option<String>,
+    pub(crate) custom_llm_provider: Option<String>,
+    pub(crate) extra_headers: Option<Map<String, Value>>,
+    pub(crate) timeout: Option<Duration>,
 }
 
-pub fn to_py<T>(py: Python<'_>, value: &T) -> PyResult<Py<PyAny>>
-where
-    T: Serialize + ?Sized,
-{
-    pythonize::pythonize(py, value)
-        .map(Bound::unbind)
-        .map_err(|error| PyValueError::new_err(error.to_string()))
+pub(crate) struct RouteOptionsInputs {
+    pub(crate) model: String,
+    pub(crate) api_key: Option<String>,
+    pub(crate) api_base: Option<String>,
+    pub(crate) custom_llm_provider: Option<String>,
+    pub(crate) extra_headers: Option<Value>,
+    pub(crate) timeout_seconds: Option<f64>,
+}
+
+impl RouteOptions {
+    pub(crate) fn from_python(inputs: RouteOptionsInputs) -> PyResult<Self> {
+        Ok(Self {
+            model: inputs.model,
+            api_key: inputs.api_key,
+            api_base: inputs.api_base,
+            custom_llm_provider: inputs.custom_llm_provider,
+            extra_headers: optional_object("extra_headers", inputs.extra_headers)?,
+            timeout: optional_timeout(inputs.timeout_seconds),
+        })
+    }
+}
+
+pub(crate) fn required_value(
+    name: &'static str,
+    value: Value,
+    expected: fn(&Value) -> bool,
+    expected_name: &'static str,
+) -> PyResult<Value> {
+    if expected(&value) {
+        return Ok(value);
+    }
+    Err(PyValueError::new_err(format!(
+        "{name} must be a {expected_name}"
+    )))
+}
+
+pub(crate) fn object_or_empty(
+    name: &'static str,
+    value: Option<Value>,
+) -> PyResult<Map<String, Value>> {
+    match value {
+        Some(value) => object(name, value),
+        None => Ok(Map::new()),
+    }
+}
+
+fn optional_object(
+    name: &'static str,
+    value: Option<Value>,
+) -> PyResult<Option<Map<String, Value>>> {
+    value.map(|value| object(name, value)).transpose()
+}
+
+fn object(name: &'static str, value: Value) -> PyResult<Map<String, Value>> {
+    match value {
+        Value::Object(map) => Ok(map),
+        _ => Err(PyValueError::new_err(format!("{name} must be a dict"))),
+    }
+}
+
+pub(crate) fn optional_timeout(timeout_seconds: Option<f64>) -> Option<Duration> {
+    timeout_seconds.and_then(|secs| {
+        if secs.is_finite() && secs > 0.0 {
+            Some(Duration::from_secs_f64(secs))
+        } else {
+            None
+        }
+    })
+}
+
+pub(crate) fn marshal_headers(headers: Option<Value>) -> PyResult<HashMap<String, String>> {
+    let value = match headers {
+        Some(headers) => headers,
+        None => Value::Object(Map::new()),
+    };
+    let Value::Object(headers) = value else {
+        return Err(PyValueError::new_err("headers must be a dict"));
+    };
+    headers
+        .into_iter()
+        .map(|(name, value)| {
+            value
+                .as_str()
+                .map(|value| (name, value.to_string()))
+                .ok_or_else(|| PyValueError::new_err("header values must be strings"))
+        })
+        .collect()
 }
diff --git a/litellm-rust/crates/python-bridge/src/routes/audio_transcription.rs b/litellm-rust/crates/python-bridge/src/routes/audio_transcription.rs
new file mode 100644
index 00000000000..10b86132be7
--- /dev/null
+++ b/litellm-rust/crates/python-bridge/src/routes/audio_transcription.rs
@@ -0,0 +1,71 @@
+use litellm_core::Error;
+use std::future::Future;
+
+use litellm_core::audio_transcription::{
+    AudioTranscriptionRequest, audio_transcription as run_audio_transcription,
+};
+use pyo3::prelude::*;
+use serde_json::Value;
+
+use crate::errors::core_error_to_pyerr;
+use crate::marshal::{RouteOptions, RouteOptionsInputs, object_or_empty};
+
+fn prepare_transcription(
+    inputs: AudioTranscriptionInputs,
+) -> PyResult<impl Future<Output = Result<Value, Error>> + Send + 'static> {
+    let audio = inputs.audio;
+    let options = RouteOptions::from_python(RouteOptionsInputs {
+        model: inputs.model,
+        api_key: inputs.api_key,
+        api_base: inputs.api_base,
+        custom_llm_provider: inputs.custom_llm_provider,
+        extra_headers: inputs.extra_headers,
+        timeout_seconds: inputs.timeout_seconds,
+    })?;
+    let optional_params = object_or_empty("optional_params", inputs.optional_params)?;
+
+    Ok(async move {
+        let RouteOptions {
+            model,
+            api_key,
+            api_base,
+            custom_llm_provider,
+            extra_headers,
+            timeout,
+        } = options;
+        run_audio_transcription(AudioTranscriptionRequest {
+            model: &model,
+            audio,
+            api_key: api_key.as_deref(),
+            api_base: api_base.as_deref(),
+            custom_llm_provider: custom_llm_provider.as_deref(),
+            extra_headers,
+            optional_params,
+            timeout,
+        })
+        .await
+    })
+}
+
+bridge_route! {
+    sync = transcription,
+    asynchronous = atranscription,
+    inputs = AudioTranscriptionInputs,
+    required = {
+        model: String,
+        #[pyo3(from_py_with = litellm_python_interop::from_py)]
+        audio: Value,
+    },
+    optional = {
+        api_key: Option<String>,
+        api_base: Option<String>,
+        custom_llm_provider: Option<String>,
+        #[pyo3(from_py_with = litellm_python_interop::from_py)]
+        extra_headers: Option<Value>,
+        #[pyo3(from_py_with = litellm_python_interop::from_py)]
+        optional_params: Option<Value>,
+        timeout_seconds: Option<f64>,
+    },
+    prepare = prepare_transcription,
+    errors = core_error_to_pyerr,
+}
diff --git a/litellm-rust/crates/python-bridge/src/routes/chat_completions.rs b/litellm-rust/crates/python-bridge/src/routes/chat_completions.rs
new file mode 100644
index 00000000000..68b7762cb10
--- /dev/null
+++ b/litellm-rust/crates/python-bridge/src/routes/chat_completions.rs
@@ -0,0 +1,91 @@
+use litellm_core::Error;
+use std::future::Future;
+
+use litellm_core::chat_completions::types::{ChatCompletionsRequest, ChatCompletionsResponse};
+use litellm_core::chat_completions::{
+    chat_completions as run_chat_completions, chat_completions_decline_reason,
+};
+use pyo3::prelude::*;
+use serde_json::Value;
+
+use crate::errors::chat_completions_error_to_pyerr;
+use crate::marshal::{RouteOptions, RouteOptionsInputs, object_or_empty, required_value};
+
+fn prepare_chat_completions(
+    inputs: ChatCompletionsInputs,
+) -> PyResult<impl Future<Output = Result<ChatCompletionsResponse, Error>> + Send + 'static> {
+    let messages = required_value("messages", inputs.messages, Value::is_array, "list")?;
+    let optional_params = object_or_empty("optional_params", inputs.optional_params)?;
+    let options = RouteOptions::from_python(RouteOptionsInputs {
+        model: inputs.model,
+        api_key: inputs.api_key,
+        api_base: inputs.api_base,
+        custom_llm_provider: inputs.custom_llm_provider,
+        extra_headers: inputs.extra_headers,
+        timeout_seconds: inputs.timeout_seconds,
+    })?;
+
+    Ok(async move {
+        let RouteOptions {
+            model,
+            api_key,
+            api_base,
+            custom_llm_provider,
+            extra_headers,
+            timeout,
+        } = options;
+        run_chat_completions(ChatCompletionsRequest {
+            model: &model,
+            messages,
+            optional_params,
+            api_key: api_key.as_deref(),
+            api_base: api_base.as_deref(),
+            custom_llm_provider: custom_llm_provider.as_deref(),
+            extra_headers,
+            timeout,
+        })
+        .await
+    })
+}
+
+#[pyfunction]
+#[pyo3(signature = (model, messages, optional_params=None, custom_llm_provider=None))]
+fn chat_completions_decline(
+    model: String,
+    #[pyo3(from_py_with = litellm_python_interop::from_py)] messages: Value,
+    #[pyo3(from_py_with = litellm_python_interop::from_py)] optional_params: Option<Value>,
+    custom_llm_provider: Option<String>,
+) -> PyResult<Option<String>> {
+    let optional_params = object_or_empty("optional_params", optional_params)?;
+    Ok(chat_completions_decline_reason(
+        &model,
+        custom_llm_provider.as_deref(),
+        messages,
+        &optional_params,
+    )
+    .map(str::to_string))
+}
+
+bridge_route! {
+    sync = chat_completions,
+    asynchronous = achat_completions,
+    inputs = ChatCompletionsInputs,
+    required = {
+        model: String,
+        #[pyo3(from_py_with = litellm_python_interop::from_py)]
+        messages: Value,
+    },
+    optional = {
+        #[pyo3(from_py_with = litellm_python_interop::from_py)]
+        optional_params: Option<Value>,
+        api_key: Option<String>,
+        api_base: Option<String>,
+        custom_llm_provider: Option<String>,
+        #[pyo3(from_py_with = litellm_python_interop::from_py)]
+        extra_headers: Option<Value>,
+        timeout_seconds: Option<f64>,
+    },
+    prepare = prepare_chat_completions,
+    errors = chat_completions_error_to_pyerr,
+    extra = [chat_completions_decline],
+}
diff --git a/litellm-rust/crates/python-bridge/src/routes/definition.rs b/litellm-rust/crates/python-bridge/src/routes/definition.rs
new file mode 100644
index 00000000000..21a7fd5a766
--- /dev/null
+++ b/litellm-rust/crates/python-bridge/src/routes/definition.rs
@@ -0,0 +1,429 @@
+use pyo3::exceptions::PyRuntimeError;
+use pyo3::prelude::*;
+use pyo3::types::PyCFunction;
+
+macro_rules! bridge_route {
+    (
+        sync = $sync_name:ident,
+        asynchronous = $async_name:ident,
+        inputs = $inputs:ident,
+        required = { $($(#[$required_attr:meta])* $required_name:ident: $required_type:ty),+ $(,)? },
+        optional = { $($(#[$optional_attr:meta])* $optional_name:ident: $optional_type:ty),* $(,)? },
+        prepare = $prepare:path,
+        errors = $map_error:path
+        $(, extra = [$($extra:ident),* $(,)?])?
+        $(,)?
+    ) => {
+        struct $inputs {
+            $($required_name: $required_type,)*
+            $($optional_name: $optional_type),*
+        }
+
+        #[pyfunction]
+        #[pyo3(signature = ($($required_name),*, $($optional_name=None,)* trace=false))]
+        #[allow(clippy::too_many_arguments)]
+        fn $sync_name(
+            py: pyo3::Python<'_>,
+            $($(#[$required_attr])* $required_name: $required_type,)*
+            $($(#[$optional_attr])* $optional_name: $optional_type,)*
+            trace: bool,
+        ) -> pyo3::PyResult<pyo3::Py<pyo3::PyAny>> {
+            let future = $prepare($inputs {
+                $($required_name,)*
+                $($optional_name),*
+            })?;
+            $crate::execution::run_sync(
+                py,
+                $crate::function_trace::trace_call(future, trace),
+                $map_error,
+            )
+        }
+
+        #[pyfunction]
+        #[pyo3(signature = ($($required_name),*, $($optional_name=None,)* trace=false))]
+        #[allow(clippy::too_many_arguments)]
+        fn $async_name(
+            py: pyo3::Python<'_>,
+            $($(#[$required_attr])* $required_name: $required_type,)*
+            $($(#[$optional_attr])* $optional_name: $optional_type,)*
+            trace: bool,
+        ) -> pyo3::PyResult<pyo3::Bound<'_, pyo3::PyAny>> {
+            let future = $prepare($inputs {
+                $($required_name,)*
+                $($optional_name),*
+            })?;
+            $crate::execution::run_async(
+                py,
+                $crate::function_trace::trace_call(future, trace),
+                $map_error,
+            )
+        }
+
+        pub(super) fn register(
+            module: &pyo3::Bound<'_, pyo3::types::PyModule>,
+        ) -> pyo3::PyResult<()> {
+            $($($crate::routes::definition::add_function(module, pyo3::wrap_pyfunction!($extra, module)?)?;)*)?
+            $crate::routes::definition::add_function(module, pyo3::wrap_pyfunction!($sync_name, module)?)?;
+            $crate::routes::definition::add_function(module, pyo3::wrap_pyfunction!($async_name, module)?)?;
+            Ok(())
+        }
+    };
+}
+
+pub(super) fn add_function(
+    module: &Bound<'_, PyModule>,
+    function: Bound<'_, PyCFunction>,
+) -> PyResult<()> {
+    let name: String = function.getattr("__name__")?.extract()?;
+    if module.hasattr(&name)? {
+        return Err(PyRuntimeError::new_err(format!(
+            "duplicate native route: {name}"
+        )));
+    }
+    module.add_function(function)
+}
+
+#[cfg(test)]
+mod tests {
+    use std::ffi::CString;
+    use std::sync::atomic::{AtomicBool, Ordering};
+
+    use litellm_core::error::Error;
+    use pyo3::exceptions::PyLookupError;
+    use pyo3::types::{PyDict, PyList};
+
+    use super::*;
+
+    mod synthetic {
+        use std::future::{Future, pending};
+
+        use super::*;
+
+        static FUTURE_DROPPED: AtomicBool = AtomicBool::new(false);
+
+        struct DropGuard;
+
+        impl Drop for DropGuard {
+            fn drop(&mut self) {
+                FUTURE_DROPPED.store(true, Ordering::SeqCst);
+            }
+        }
+
+        #[pyfunction]
+        fn future_dropped() -> bool {
+            FUTURE_DROPPED.load(Ordering::SeqCst)
+        }
+
+        bridge_route! {
+            sync = echo,
+            asynchronous = aecho,
+            inputs = EchoInputs,
+            required = { value: String },
+            optional = {},
+            prepare = prepare_echo,
+            errors = map_error,
+            extra = [future_dropped],
+        }
+
+        fn prepare_echo(
+            inputs: EchoInputs,
+        ) -> PyResult<impl Future<Output = Result<String, Error>> + Send + 'static> {
+            FUTURE_DROPPED.store(false, Ordering::SeqCst);
+            let drop_guard = (inputs.value == "pending").then_some(DropGuard);
+            Ok(async move {
+                let _drop_guard = drop_guard;
+                tokio::task::yield_now().await;
+                match inputs.value.as_str() {
+                    "error" => Err(Error::InvalidRequest("synthetic error".to_string())),
+                    "map_panic" => Err(Error::InvalidRequest("panic in mapper".to_string())),
+                    "panic" => panic!("synthetic panic"),
+                    "pending" => {
+                        pending::<()>().await;
+                        unreachable!()
+                    }
+                    _ => Ok(inputs.value),
+                }
+            })
+        }
+
+        fn map_error(error: Error) -> PyErr {
+            if matches!(&error, Error::InvalidRequest(message) if message == "panic in mapper") {
+                panic!("synthetic mapper panic")
+            }
+            PyLookupError::new_err(error.to_string())
+        }
+    }
+
+    #[test]
+    fn sync_and_async_route_signatures_match_the_python_contract() {
+        Python::initialize();
+        Python::attach(|py| {
+            let module = PyModule::new(py, "routes").expect("module should be created");
+            crate::routes::register(&module).expect("routes should register");
+            let routes = [
+                (
+                    "ocr",
+                    "aocr",
+                    "(model, document, api_key=None, api_base=None, custom_llm_provider=None, extra_headers=None, optional_params=None, timeout_seconds=None, trace=False)",
+                ),
+                (
+                    "transcription",
+                    "atranscription",
+                    "(model, audio, api_key=None, api_base=None, custom_llm_provider=None, extra_headers=None, optional_params=None, timeout_seconds=None, trace=False)",
+                ),
+                (
+                    "messages",
+                    "amessages",
+                    "(model, body, api_key=None, api_base=None, custom_llm_provider=None, extra_headers=None, timeout_seconds=None, trace=False)",
+                ),
+                (
+                    "chat_completions",
+                    "achat_completions",
+                    "(model, messages, optional_params=None, api_key=None, api_base=None, custom_llm_provider=None, extra_headers=None, timeout_seconds=None, trace=False)",
+                ),
+            ];
+
+            for (sync_name, async_name, expected) in routes {
+                let sync_signature: String = module
+                    .getattr(sync_name)
+                    .and_then(|function| function.getattr("__text_signature__"))
+                    .and_then(|signature| signature.extract())
+                    .expect("sync signature should be available");
+                let async_signature: String = module
+                    .getattr(async_name)
+                    .and_then(|function| function.getattr("__text_signature__"))
+                    .and_then(|signature| signature.extract())
+                    .expect("async signature should be available");
+
+                assert_eq!(sync_signature, expected);
+                assert_eq!(async_signature, expected);
+            }
+        });
+    }
+
+    #[test]
+    fn sync_and_async_routes_apply_the_same_input_validation() {
+        Python::initialize();
+        Python::attach(|py| {
+            let module = PyModule::new(py, "routes").expect("module should be created");
+            crate::routes::register(&module).expect("routes should register");
+
+            let invalid_messages = PyDict::new(py);
+            let sync_chat_error = module
+                .getattr("chat_completions")
+                .and_then(|function| function.call1(("model", &invalid_messages)))
+                .expect_err("sync chat should reject a non-list messages value");
+            let async_chat_error = module
+                .getattr("achat_completions")
+                .and_then(|function| function.call1(("model", &invalid_messages)))
+                .expect_err("async chat should reject a non-list messages value");
+
+            assert_eq!(
+                sync_chat_error.to_string(),
+                "ValueError: messages must be a list"
+            );
+            assert_eq!(async_chat_error.to_string(), sync_chat_error.to_string());
+
+            let invalid_body = PyList::empty(py);
+            let sync_messages_error = module
+                .getattr("messages")
+                .and_then(|function| function.call1(("model", &invalid_body)))
+                .expect_err("sync Messages should reject a non-dict body");
+            let async_messages_error = module
+                .getattr("amessages")
+                .and_then(|function| function.call1(("model", &invalid_body)))
+                .expect_err("async Messages should reject a non-dict body");
+
+            assert_eq!(
+                sync_messages_error.to_string(),
+                "ValueError: body must be a dict"
+            );
+            assert_eq!(
+                async_messages_error.to_string(),
+                sync_messages_error.to_string()
+            );
+
+            let invalid_headers = PyList::empty(py);
+            let kwargs = PyDict::new(py);
+            kwargs
+                .set_item("extra_headers", &invalid_headers)
+                .expect("kwargs should accept extra_headers");
+            let document = PyDict::new(py);
+
+            for (sync_name, async_name) in [("ocr", "aocr"), ("transcription", "atranscription")] {
+                let sync_error = module
+                    .getattr(sync_name)
+                    .and_then(|function| function.call(("model", &document), Some(&kwargs)))
+                    .expect_err("sync route should reject non-dict extra_headers");
+                let async_error = module
+                    .getattr(async_name)
+                    .and_then(|function| function.call(("model", &document), Some(&kwargs)))
+                    .expect_err("async route should reject non-dict extra_headers");
+
+                assert_eq!(
+                    sync_error.to_string(),
+                    "ValueError: extra_headers must be a dict"
+                );
+                assert_eq!(async_error.to_string(), sync_error.to_string());
+            }
+        });
+    }
+
+    #[test]
+    fn route_input_validation_preserves_left_to_right_order() {
+        Python::initialize();
+        Python::attach(|py| {
+            let module = PyModule::new(py, "routes").expect("module should be created");
+            crate::routes::register(&module).expect("routes should register");
+            let invalid = PyList::empty(py);
+
+            let chat_kwargs = PyDict::new(py);
+            chat_kwargs
+                .set_item("optional_params", &invalid)
+                .expect("kwargs should accept optional_params");
+            chat_kwargs
+                .set_item("extra_headers", &invalid)
+                .expect("kwargs should accept extra_headers");
+            let invalid_messages = PyDict::new(py);
+            let error = module
+                .getattr("chat_completions")
+                .and_then(|function| {
+                    function.call(("model", &invalid_messages), Some(&chat_kwargs))
+                })
+                .expect_err("messages should be validated first");
+            assert_eq!(error.to_string(), "ValueError: messages must be a list");
+
+            let valid_messages = PyList::empty(py);
+            let error = module
+                .getattr("chat_completions")
+                .and_then(|function| function.call(("model", &valid_messages), Some(&chat_kwargs)))
+                .expect_err("optional_params should be validated before headers");
+            assert_eq!(
+                error.to_string(),
+                "ValueError: optional_params must be a dict"
+            );
+
+            let headers_kwargs = PyDict::new(py);
+            headers_kwargs
+                .set_item("extra_headers", &invalid)
+                .expect("kwargs should accept extra_headers");
+            let invalid_body = PyList::empty(py);
+            let error = module
+                .getattr("messages")
+                .and_then(|function| function.call(("model", &invalid_body), Some(&headers_kwargs)))
+                .expect_err("body should be validated before headers");
+            assert_eq!(error.to_string(), "ValueError: body must be a dict");
+
+            let invalid_payload =
+                PyModule::new(py, "invalid_payload").expect("invalid payload should be created");
+            for name in ["ocr", "transcription"] {
+                let error = module
+                    .getattr(name)
+                    .and_then(|function| {
+                        function.call(("model", &invalid_payload), Some(&headers_kwargs))
+                    })
+                    .expect_err("payload should be validated before headers");
+                assert!(!error.to_string().contains("extra_headers"));
+            }
+        });
+    }
+
+    #[test]
+    fn generated_routes_execute_sync_and_async_contracts() {
+        Python::initialize();
+        Python::attach(|py| {
+            let module = PyModule::new(py, "synthetic").expect("module should be created");
+            synthetic::register(&module).expect("routes should register");
+
+            let sync_value: String = module
+                .getattr("echo")
+                .and_then(|function| function.call1(("sync",)))
+                .and_then(|value| value.extract())
+                .expect("sync route should return its value");
+            assert_eq!(sync_value, "sync");
+
+            let sync_error = module
+                .getattr("echo")
+                .and_then(|function| function.call1(("error",)))
+                .expect_err("sync route should map its error");
+            assert!(sync_error.is_instance_of::<PyLookupError>(py));
+            assert_eq!(
+                sync_error.to_string(),
+                "LookupError: invalid request: synthetic error"
+            );
+
+            let locals = PyDict::new(py);
+            locals
+                .set_item("routes", &module)
+                .expect("module should enter Python locals");
+            let code = CString::new(
+                r#"
+import asyncio
+
+async def exercise():
+    assert await routes.aecho("async") == "async"
+
+    try:
+        await routes.aecho("error")
+    except LookupError as error:
+        assert str(error) == "invalid request: synthetic error"
+    else:
+        raise AssertionError("mapped error was not raised")
+
+    try:
+        await routes.aecho("panic")
+    except BaseException as error:
+        assert type(error).__name__ == "PanicException"
+        assert str(error) == "synthetic panic"
+    else:
+        raise AssertionError("panic was not raised")
+
+    try:
+        await routes.aecho("map_panic")
+    except BaseException as error:
+        assert type(error).__name__ == "PanicException"
+        assert str(error) == "synthetic mapper panic"
+    else:
+        raise AssertionError("mapper panic was not raised")
+
+    task = asyncio.ensure_future(routes.aecho("pending"))
+    await asyncio.sleep(0)
+    task.cancel()
+    try:
+        await task
+    except asyncio.CancelledError:
+        pass
+    else:
+        raise AssertionError("cancelled route completed")
+
+    for _ in range(100):
+        if routes.future_dropped():
+            break
+        await asyncio.sleep(0.001)
+    assert routes.future_dropped()
+
+asyncio.run(exercise())
+"#,
+            )
+            .expect("Python source should not contain null bytes");
+            py.run(&code, Some(&locals), Some(&locals))
+                .expect("async route contract should hold");
+        });
+    }
+
+    #[test]
+    fn route_registration_rejects_duplicate_python_names() {
+        Python::initialize();
+        Python::attach(|py| {
+            let module = PyModule::new(py, "synthetic").expect("module should be created");
+            synthetic::register(&module).expect("first registration should succeed");
+            let error = synthetic::register(&module)
+                .expect_err("duplicate registration should be rejected");
+
+            assert_eq!(
+                error.to_string(),
+                "RuntimeError: duplicate native route: future_dropped"
+            );
+        });
+    }
+}
diff --git a/litellm-rust/crates/python-bridge/src/routes/messages.rs b/litellm-rust/crates/python-bridge/src/routes/messages.rs
new file mode 100644
index 00000000000..2bb64a7a763
--- /dev/null
+++ b/litellm-rust/crates/python-bridge/src/routes/messages.rs
@@ -0,0 +1,65 @@
+use litellm_core::Error;
+use litellm_core::messages::messages as run_messages;
+use litellm_core::messages::types::{AnthropicMessagesResponse, MessagesRequest};
+use pyo3::prelude::*;
+use serde_json::Value;
+use std::future::Future;
+
+use crate::errors::core_error_to_pyerr;
+use crate::marshal::{RouteOptions, RouteOptionsInputs, required_value};
+
+fn prepare_messages(
+    inputs: MessagesInputs,
+) -> PyResult<impl Future<Output = Result<AnthropicMessagesResponse, Error>> + Send + 'static> {
+    let body = required_value("body", inputs.body, Value::is_object, "dict")?;
+    let options = RouteOptions::from_python(RouteOptionsInputs {
+        model: inputs.model,
+        api_key: inputs.api_key,
+        api_base: inputs.api_base,
+        custom_llm_provider: inputs.custom_llm_provider,
+        extra_headers: inputs.extra_headers,
+        timeout_seconds: inputs.timeout_seconds,
+    })?;
+
+    Ok(async move {
+        let RouteOptions {
+            model,
+            api_key,
+            api_base,
+            custom_llm_provider,
+            extra_headers,
+            timeout,
+        } = options;
+        run_messages(MessagesRequest {
+            model: &model,
+            body,
+            api_key: api_key.as_deref(),
+            api_base: api_base.as_deref(),
+            custom_llm_provider: custom_llm_provider.as_deref(),
+            extra_headers,
+            timeout,
+        })
+        .await
+    })
+}
+
+bridge_route! {
+    sync = messages,
+    asynchronous = amessages,
+    inputs = MessagesInputs,
+    required = {
+        model: String,
+        #[pyo3(from_py_with = litellm_python_interop::from_py)]
+        body: Value,
+    },
+    optional = {
+        api_key: Option<String>,
+        api_base: Option<String>,
+        custom_llm_provider: Option<String>,
+        #[pyo3(from_py_with = litellm_python_interop::from_py)]
+        extra_headers: Option<Value>,
+        timeout_seconds: Option<f64>,
+    },
+    prepare = prepare_messages,
+    errors = core_error_to_pyerr,
+}
diff --git a/litellm-rust/crates/python-bridge/src/routes/mod.rs b/litellm-rust/crates/python-bridge/src/routes/mod.rs
new file mode 100644
index 00000000000..bf611c26d44
--- /dev/null
+++ b/litellm-rust/crates/python-bridge/src/routes/mod.rs
@@ -0,0 +1,16 @@
+use pyo3::prelude::*;
+
+#[macro_use]
+mod definition;
+
+mod audio_transcription;
+mod chat_completions;
+mod messages;
+mod ocr;
+
+pub(crate) fn register(module: &Bound<'_, PyModule>) -> PyResult<()> {
+    ocr::register(module)?;
+    audio_transcription::register(module)?;
+    messages::register(module)?;
+    chat_completions::register(module)
+}
diff --git a/litellm-rust/crates/python-bridge/src/routes/ocr.rs b/litellm-rust/crates/python-bridge/src/routes/ocr.rs
new file mode 100644
index 00000000000..5cc8804238b
--- /dev/null
+++ b/litellm-rust/crates/python-bridge/src/routes/ocr.rs
@@ -0,0 +1,73 @@
+use litellm_core::Error;
+use std::future::Future;
+
+use litellm_ai_gateway::io::ocr::{OcrRequest, ocr as run_ocr};
+use pyo3::prelude::*;
+use serde_json::Value;
+
+use crate::errors::ocr_error_to_pyerr;
+use crate::marshal::{RouteOptions, RouteOptionsInputs, object_or_empty};
+
+fn prepare_ocr(
+    inputs: OcrInputs,
+) -> PyResult<impl Future<Output = Result<Value, Error>> + Send + 'static> {
+    let document = inputs.document;
+    let options = RouteOptions::from_python(RouteOptionsInputs {
+        model: inputs.model,
+        api_key: inputs.api_key,
+        api_base: inputs.api_base,
+        custom_llm_provider: inputs.custom_llm_provider,
+        extra_headers: inputs.extra_headers,
+        timeout_seconds: inputs.timeout_seconds,
+    })?;
+    let optional_params = object_or_empty("optional_params", inputs.optional_params)?;
+
+    Ok(async move {
+        let RouteOptions {
+            model,
+            api_key,
+            api_base,
+            custom_llm_provider,
+            extra_headers,
+            timeout,
+        } = options;
+        run_ocr(OcrRequest {
+            model: &model,
+            document,
+            api_key: api_key.as_deref(),
+            api_base: api_base.as_deref(),
+            custom_llm_provider: custom_llm_provider.as_deref(),
+            extra_headers,
+            optional_params,
+            timeout,
+            callbacks: Vec::new(),
+            guardrails: Vec::new(),
+            request_metadata: Default::default(),
+            litellm_call_id: None,
+        })
+        .await
+    })
+}
+
+bridge_route! {
+    sync = ocr,
+    asynchronous = aocr,
+    inputs = OcrInputs,
+    required = {
+        model: String,
+        #[pyo3(from_py_with = litellm_python_interop::from_py)]
+        document: Value,
+    },
+    optional = {
+        api_key: Option<String>,
+        api_base: Option<String>,
+        custom_llm_provider: Option<String>,
+        #[pyo3(from_py_with = litellm_python_interop::from_py)]
+        extra_headers: Option<Value>,
+        #[pyo3(from_py_with = litellm_python_interop::from_py)]
+        optional_params: Option<Value>,
+        timeout_seconds: Option<f64>,
+    },
+    prepare = prepare_ocr,
+    errors = ocr_error_to_pyerr,
+}
diff --git a/litellm-rust/crates/python-bridge/src/routes/runtime.rs b/litellm-rust/crates/python-bridge/src/routes/runtime.rs
new file mode 100644
index 00000000000..87a0c3e0104
--- /dev/null
+++ b/litellm-rust/crates/python-bridge/src/routes/runtime.rs
@@ -0,0 +1,423 @@
+use std::future::Future;
+use std::panic::AssertUnwindSafe;
+use std::time::Duration;
+
+use futures_util::FutureExt;
+use litellm_core::error::Error;
+use litellm_python_interop::{Pythonized, panic_to_pyerr, release_gil};
+use pyo3::exceptions::PyRuntimeError;
+use pyo3::prelude::*;
+use serde::Serialize;
+use tokio::runtime::{Handle, Runtime};
+use tokio::time::{self, MissedTickBehavior};
+
+pub(super) fn run_sync<T, F>(
+    py: Python<'_>,
+    future: F,
+    map_error: fn(Error) -> PyErr,
+) -> PyResult<Py<PyAny>>
+where
+    T: Serialize + Send + 'static,
+    F: Future<Output = Result<T, Error>> + Send + 'static,
+{
+    run_sync_on(
+        py,
+        pyo3_async_runtimes::tokio::get_runtime(),
+        future,
+        map_error,
+    )
+}
+
+fn run_sync_on<T, F>(
+    py: Python<'_>,
+    runtime: &Runtime,
+    future: F,
+    map_error: fn(Error) -> PyErr,
+) -> PyResult<Py<PyAny>>
+where
+    T: Serialize + Send + 'static,
+    F: Future<Output = Result<T, Error>> + Send + 'static,
+{
+    if Handle::try_current().is_ok() {
+        return Err(PyRuntimeError::new_err(
+            "synchronous native routes cannot run from a Tokio context; use the async route",
+        ));
+    }
+
+    let result = release_gil(py, move || runtime.block_on(wait_for_sync_result(future)))?;
+    let result = map_core_result(result, map_error)?;
+    Pythonized(result).into_pyobject(py).map(Bound::unbind)
+}
+
+pub(super) fn run_async<T, F>(
+    py: Python<'_>,
+    future: F,
+    map_error: fn(Error) -> PyErr,
+) -> PyResult<Bound<'_, PyAny>>
+where
+    T: Serialize + Send + 'static,
+    F: Future<Output = Result<T, Error>> + Send + 'static,
+{
+    pyo3_async_runtimes::tokio::future_into_py(py, async move {
+        let result = catch_route_panic(future).await?;
+        let result = map_core_result(result, map_error)?;
+        Ok(Pythonized(result))
+    })
+}
+
+fn map_core_result<T>(result: Result<T, Error>, map_error: fn(Error) -> PyErr) -> PyResult<T> {
+    match result {
+        Ok(value) => Ok(value),
+        Err(error) => Err(
+            std::panic::catch_unwind(AssertUnwindSafe(|| map_error(error)))
+                .map_err(panic_to_pyerr)?,
+        ),
+    }
+}
+
+async fn catch_route_panic<T, F>(future: F) -> PyResult<Result<T, Error>>
+where
+    F: Future<Output = Result<T, Error>>,
+{
+    AssertUnwindSafe(future)
+        .catch_unwind()
+        .await
+        .map_err(panic_to_pyerr)
+}
+
+async fn wait_for_sync_result<T, F>(future: F) -> PyResult<Result<T, Error>>
+where
+    F: Future<Output = Result<T, Error>>,
+{
+    let future = catch_route_panic(future);
+    tokio::pin!(future);
+
+    let signal_interval = Duration::from_millis(50);
+    let mut signal_checks =
+        time::interval_at(time::Instant::now() + signal_interval, signal_interval);
+    signal_checks.set_missed_tick_behavior(MissedTickBehavior::Delay);
+    loop {
+        tokio::select! {
+            result = &mut future => return result,
+            _ = signal_checks.tick() => Python::attach(|py| py.check_signals())?,
+        }
+    }
+}
+
+#[cfg(test)]
+mod tests {
+    use std::ffi::CString;
+    use std::future::poll_fn;
+    use std::sync::atomic::{AtomicUsize, Ordering};
+    use std::sync::{Arc, mpsc};
+    use std::task::Poll;
+    use std::thread;
+    use std::time::Instant;
+
+    use pyo3::panic::PanicException;
+    use pyo3::types::{PyDict, PyModule};
+    use serde::Serializer;
+    use tokio::runtime::Builder;
+
+    use super::*;
+
+    fn runtime_error(error: Error) -> PyErr {
+        PyRuntimeError::new_err(error.to_string())
+    }
+
+    fn panicking_error_mapper(_error: Error) -> PyErr {
+        panic!("error mapper panicked")
+    }
+
+    struct PanickingOutput;
+
+    static ASYNC_PROBE_COMPLETED: AtomicUsize = AtomicUsize::new(0);
+
+    impl Serialize for PanickingOutput {
+        fn serialize<S>(&self, _serializer: S) -> Result<S::Ok, S::Error>
+        where
+            S: Serializer,
+        {
+            panic!("serializer panicked")
+        }
+    }
+
+    #[pyfunction]
+    fn async_serialization_panic(py: Python<'_>) -> PyResult<Bound<'_, PyAny>> {
+        run_async(py, async { Ok(PanickingOutput) }, runtime_error)
+    }
+
+    #[pyfunction]
+    fn async_runtime_probe(py: Python<'_>) -> PyResult<Bound<'_, PyAny>> {
+        run_async(
+            py,
+            async {
+                ASYNC_PROBE_COMPLETED.fetch_add(1, Ordering::SeqCst);
+                Ok(true)
+            },
+            runtime_error,
+        )
+    }
+
+    #[pyfunction]
+    fn runtime_worker_count() -> usize {
+        pyo3_async_runtimes::tokio::get_runtime()
+            .metrics()
+            .num_workers()
+    }
+
+    #[pyfunction]
+    fn runtime_is_responsive(_py: Python<'_>, expected_completions: usize) -> bool {
+        let completion_deadline = Instant::now() + Duration::from_secs(2);
+        while ASYNC_PROBE_COMPLETED.load(Ordering::SeqCst) < expected_completions {
+            if Instant::now() >= completion_deadline {
+                return false;
+            }
+            thread::sleep(Duration::from_millis(1));
+        }
+
+        let (heartbeat_tx, heartbeat_rx) = mpsc::sync_channel(1);
+        pyo3_async_runtimes::tokio::get_runtime().spawn(async move {
+            let _ = heartbeat_tx.send(());
+        });
+        heartbeat_rx.recv_timeout(Duration::from_secs(2)).is_ok()
+    }
+
+    fn extract_bool(py: Python<'_>, result: PyResult<Py<PyAny>>) -> bool {
+        result
+            .expect("route should complete")
+            .bind(py)
+            .extract()
+            .expect("result should convert")
+    }
+
+    #[test]
+    fn sync_runner_polls_future_on_the_caller_thread() {
+        Python::initialize();
+        Python::attach(|py| {
+            let caller_thread = std::thread::current().id();
+            let result = run_sync(
+                py,
+                async move { Ok(std::thread::current().id() == caller_thread) },
+                runtime_error,
+            );
+
+            assert!(extract_bool(py, result));
+        });
+    }
+
+    #[test]
+    fn sync_runner_releases_gil_while_waiting() {
+        Python::initialize();
+        Python::attach(|py| {
+            let result = run_sync(
+                py,
+                async {
+                    let gil_acquired = tokio::time::timeout(
+                        Duration::from_secs(2),
+                        tokio::task::spawn_blocking(|| Python::attach(|_| true)),
+                    )
+                    .await;
+                    Ok(matches!(gil_acquired, Ok(Ok(true))))
+                },
+                runtime_error,
+            );
+
+            assert!(extract_bool(py, result));
+        });
+    }
+
+    #[test]
+    fn sync_runner_rejects_calls_from_a_tokio_context() {
+        Python::initialize();
+        let runtime = Builder::new_current_thread()
+            .enable_all()
+            .build()
+            .expect("runtime should build");
+
+        let error = runtime.block_on(async {
+            Python::attach(|py| {
+                run_sync::<bool, _>(py, async { Ok(true) }, runtime_error)
+                    .expect_err("sync route should reject a nested Tokio runtime")
+            })
+        });
+
+        assert_eq!(
+            error.to_string(),
+            "RuntimeError: synchronous native routes cannot run from a Tokio context; use the async route"
+        );
+    }
+
+    #[test]
+    fn sync_runner_can_drive_a_current_thread_runtime() {
+        Python::initialize();
+        let runtime = Builder::new_current_thread()
+            .enable_all()
+            .build()
+            .expect("runtime should build");
+        Python::attach(|py| {
+            let result = run_sync_on(
+                py,
+                &runtime,
+                async {
+                    tokio::task::yield_now().await;
+                    Ok(true)
+                },
+                runtime_error,
+            );
+            assert!(extract_bool(py, result));
+        });
+    }
+
+    #[test]
+    fn sync_runner_maps_a_panicked_future() {
+        Python::initialize();
+        Python::attach(|py| {
+            let error = run_sync::<bool, _>(
+                py,
+                poll_fn(|_| -> Poll<Result<bool, Error>> { panic!("route future panicked") }),
+                runtime_error,
+            )
+            .expect_err("panicked route should become a Python exception");
+
+            assert!(error.is_instance_of::<PanicException>(py));
+            assert_eq!(error.to_string(), "PanicException: route future panicked");
+        });
+    }
+
+    #[test]
+    fn sync_runner_maps_a_panicked_error_mapper() {
+        Python::initialize();
+        Python::attach(|py| {
+            let error = run_sync::<bool, _>(
+                py,
+                async { Err(Error::InvalidRequest("invalid".to_string())) },
+                panicking_error_mapper,
+            )
+            .expect_err("panicked mapper should become a Python exception");
+
+            assert!(error.is_instance_of::<PanicException>(py));
+            assert_eq!(error.to_string(), "PanicException: error mapper panicked");
+        });
+    }
+
+    #[test]
+    fn sync_runner_surfaces_serializer_panics() {
+        Python::initialize();
+        Python::attach(|py| {
+            let error = run_sync(py, async { Ok(PanickingOutput) }, runtime_error)
+                .expect_err("serializer panic should become a Python exception");
+
+            assert!(error.is_instance_of::<PanicException>(py));
+            assert_eq!(error.to_string(), "PanicException: serializer panicked");
+        });
+    }
+
+    #[test]
+    fn sync_runner_supports_concurrent_callers_on_the_shared_runtime() {
+        Python::initialize();
+        let barrier = Arc::new(tokio::sync::Barrier::new(2));
+        let callers: Vec<_> = (0..2)
+            .map(|_| {
+                let barrier = Arc::clone(&barrier);
+                thread::spawn(move || {
+                    Python::attach(|py| {
+                        extract_bool(
+                            py,
+                            run_sync(
+                                py,
+                                async move {
+                                    Ok(tokio::time::timeout(Duration::from_secs(2), barrier.wait())
+                                        .await
+                                        .is_ok())
+                                },
+                                runtime_error,
+                            ),
+                        )
+                    })
+                })
+            })
+            .collect();
+        let results: Vec<_> = callers
+            .into_iter()
+            .map(|caller| caller.join().expect("caller should not panic"))
+            .collect();
+
+        assert_eq!(results, vec![true, true]);
+    }
+
+    #[test]
+    fn async_runner_surfaces_serializer_panics() {
+        Python::initialize();
+        Python::attach(|py| {
+            let module = PyModule::new(py, "runtime").expect("module should be created");
+            module
+                .add_function(
+                    wrap_pyfunction!(async_serialization_panic, &module)
+                        .expect("function should wrap"),
+                )
+                .expect("function should register");
+            let locals = PyDict::new(py);
+            locals
+                .set_item("runtime", &module)
+                .expect("module should enter Python locals");
+            let code = CString::new(
+                r#"
+import asyncio
+
+async def exercise():
+    try:
+        await runtime.async_serialization_panic()
+    except BaseException as error:
+        assert type(error).__name__ == "PanicException"
+        assert str(error) == "serializer panicked"
+    else:
+        raise AssertionError("serializer panic was not raised")
+
+asyncio.run(exercise())
+"#,
+            )
+            .expect("Python source should not contain null bytes");
+            py.run(&code, Some(&locals), Some(&locals))
+                .expect("serializer panic should reach the Python awaiter");
+        });
+    }
+
+    #[test]
+    fn async_result_delivery_does_not_stall_tokio_workers() {
+        Python::initialize();
+        ASYNC_PROBE_COMPLETED.store(0, Ordering::SeqCst);
+        Python::attach(|py| {
+            let module = PyModule::new(py, "runtime").expect("module should be created");
+            for function in [
+                wrap_pyfunction!(async_runtime_probe, &module).expect("function should wrap"),
+                wrap_pyfunction!(runtime_worker_count, &module).expect("function should wrap"),
+                wrap_pyfunction!(runtime_is_responsive, &module).expect("function should wrap"),
+            ] {
+                module
+                    .add_function(function)
+                    .expect("function should register");
+            }
+            let locals = PyDict::new(py);
+            locals
+                .set_item("runtime", &module)
+                .expect("module should enter Python locals");
+            let code = CString::new(
+                r#"
+import asyncio
+
+async def exercise():
+    worker_count = runtime.runtime_worker_count()
+    awaitables = [runtime.async_runtime_probe() for _ in range(worker_count)]
+    assert runtime.runtime_is_responsive(worker_count)
+    assert await asyncio.gather(*awaitables) == [True] * worker_count
+
+asyncio.run(exercise())
+"#,
+            )
+            .expect("Python source should not contain null bytes");
+            py.run(&code, Some(&locals), Some(&locals))
+                .expect("result delivery should leave Tokio workers responsive");
+        });
+    }
+}
diff --git a/litellm-rust/crates/python-bridge/tests/marshal_boundary.rs b/litellm-rust/crates/python-bridge/tests/marshal_boundary.rs
index 6a6ede22e85..d397d20b9fd 100644
--- a/litellm-rust/crates/python-bridge/tests/marshal_boundary.rs
+++ b/litellm-rust/crates/python-bridge/tests/marshal_boundary.rs
@@ -1,7 +1,7 @@
 use std::fs;
 use std::path::{Path, PathBuf};
 
-const DISALLOWED_OUTSIDE_MARSHAL: &[&str] = &[
+const DISALLOWED_OUTSIDE_INTEROP: &[&str] = &[
     "py.import(\"json\")",
     "pythonize::",
     "serde_json::to_string",
@@ -33,18 +33,15 @@ fn rust_sources(directory: &Path) -> Vec<PathBuf> {
 }
 
 #[test]
-fn serialization_is_centralized_in_marshal_module() {
+fn serialization_uses_the_interop_boundary() {
     let root = source_root();
 
     for path in rust_sources(&root) {
-        if path == root.join("marshal.rs") {
-            continue;
-        }
         let source = fs::read_to_string(&path).expect("bridge source should be readable");
-        for disallowed in DISALLOWED_OUTSIDE_MARSHAL {
+        for disallowed in DISALLOWED_OUTSIDE_INTEROP {
             assert!(
                 !source.contains(disallowed),
-                "{} bypasses the typed marshal module with `{disallowed}`",
+                "{} bypasses litellm-python-interop with `{disallowed}`",
                 path.display()
             );
         }
diff --git a/litellm-rust/crates/python-interop/AGENTS.md b/litellm-rust/crates/python-interop/AGENTS.md
new file mode 100644
index 00000000000..d1d61e5dfa0
--- /dev/null
+++ b/litellm-rust/crates/python-interop/AGENTS.md
@@ -0,0 +1 @@
+litellm-python-interop is the domain-neutral PyO3 foundation. Keep generic Python/Serde conversion and interpreter primitives here. Do not add LiteLLM domain crates, route types, API registration, or cdylib build features.
diff --git a/litellm-rust/crates/python-interop/Cargo.toml b/litellm-rust/crates/python-interop/Cargo.toml
new file mode 100644
index 00000000000..9da6af6e2e2
--- /dev/null
+++ b/litellm-rust/crates/python-interop/Cargo.toml
@@ -0,0 +1,15 @@
+[package]
+name = "litellm-python-interop"
+version = "0.1.0"
+edition.workspace = true
+license.workspace = true
+repository.workspace = true
+
+[dependencies]
+pyo3.workspace = true
+pythonize.workspace = true
+serde.workspace = true
+
+[dev-dependencies]
+rstest.workspace = true
+serde_json.workspace = true
diff --git a/litellm-rust/crates/python-interop/src/gil.rs b/litellm-rust/crates/python-interop/src/gil.rs
new file mode 100644
index 00000000000..04b966a6002
--- /dev/null
+++ b/litellm-rust/crates/python-interop/src/gil.rs
@@ -0,0 +1,21 @@
+use std::sync::atomic::{AtomicU64, Ordering};
+
+use pyo3::prelude::*;
+
+static GIL_RELEASES: AtomicU64 = AtomicU64::new(0);
+
+/// Runs work detached from the interpreter and records the release.
+///
+/// `f` must not access Python state while the interpreter is detached.
+pub fn release_gil<T, F>(py: Python<'_>, f: F) -> T
+where
+    F: FnOnce() -> T + Send,
+    T: Send,
+{
+    GIL_RELEASES.fetch_add(1, Ordering::Relaxed);
+    py.detach(f)
+}
+
+pub fn release_count() -> u64 {
+    GIL_RELEASES.load(Ordering::Relaxed)
+}
diff --git a/litellm-rust/crates/python-interop/src/lib.rs b/litellm-rust/crates/python-interop/src/lib.rs
new file mode 100644
index 00000000000..2e562bdae70
--- /dev/null
+++ b/litellm-rust/crates/python-interop/src/lib.rs
@@ -0,0 +1,5 @@
+mod gil;
+mod marshal;
+
+pub use gil::{release_count, release_gil};
+pub use marshal::{Pythonized, from_py, panic_to_pyerr, to_py};
diff --git a/litellm-rust/crates/python-interop/src/marshal.rs b/litellm-rust/crates/python-interop/src/marshal.rs
new file mode 100644
index 00000000000..a16d1e0ae13
--- /dev/null
+++ b/litellm-rust/crates/python-interop/src/marshal.rs
@@ -0,0 +1,92 @@
+use std::any::Any;
+use std::panic::{AssertUnwindSafe, catch_unwind};
+
+use pyo3::exceptions::PyValueError;
+use pyo3::panic::PanicException;
+use pyo3::prelude::*;
+use serde::Serialize;
+use serde::de::DeserializeOwned;
+
+pub fn from_py<T>(value: &Bound<'_, PyAny>) -> PyResult<T>
+where
+    T: DeserializeOwned,
+{
+    pythonize::depythonize(value).map_err(|error| PyValueError::new_err(error.to_string()))
+}
+
+pub fn to_py<T>(py: Python<'_>, value: &T) -> PyResult<Py<PyAny>>
+where
+    T: Serialize + ?Sized,
+{
+    pythonize::pythonize(py, value)
+        .map(Bound::unbind)
+        .map_err(|error| PyValueError::new_err(error.to_string()))
+}
+
+pub struct Pythonized<T>(pub T);
+
+impl<'py, T> IntoPyObject<'py> for Pythonized<T>
+where
+    T: Serialize,
+{
+    type Target = PyAny;
+    type Output = Bound<'py, PyAny>;
+    type Error = PyErr;
+
+    fn into_pyobject(self, py: Python<'py>) -> PyResult<Self::Output> {
+        catch_unwind(AssertUnwindSafe(|| pythonize::pythonize(py, &self.0)))
+            .map_err(panic_to_pyerr)?
+            .map_err(|error| PyValueError::new_err(error.to_string()))
+    }
+}
+
+pub fn panic_to_pyerr(payload: Box<dyn Any + Send>) -> PyErr {
+    let message = payload
+        .downcast_ref::<String>()
+        .map(String::as_str)
+        .or_else(|| payload.downcast_ref::<&str>().copied())
+        .unwrap_or("panic from Rust code");
+    PanicException::new_err(message.to_string())
+}
+
+#[cfg(test)]
+mod tests {
+    use serde::Serializer;
+
+    use super::*;
+
+    struct PanickingSerializer;
+
+    impl Serialize for PanickingSerializer {
+        fn serialize<S>(&self, _serializer: S) -> Result<S::Ok, S::Error>
+        where
+            S: Serializer,
+        {
+            panic!("serializer panicked")
+        }
+    }
+
+    #[test]
+    fn pythonized_converts_on_the_attached_thread() {
+        Python::initialize();
+        Python::attach(|py| {
+            let value: Vec<i32> = Pythonized(vec![1, 2, 3])
+                .into_pyobject(py)
+                .and_then(|value| value.extract())
+                .expect("value should convert");
+            assert_eq!(value, vec![1, 2, 3]);
+        });
+    }
+
+    #[test]
+    fn pythonized_maps_serializer_panics_to_a_base_exception() {
+        Python::initialize();
+        Python::attach(|py| {
+            let error = Pythonized(PanickingSerializer)
+                .into_pyobject(py)
+                .expect_err("serializer panic should become a Python exception");
+            assert!(error.is_instance_of::<PanicException>(py));
+            assert_eq!(error.to_string(), "PanicException: serializer panicked");
+        });
+    }
+}
diff --git a/litellm-rust/crates/python-interop/tests/interop.rs b/litellm-rust/crates/python-interop/tests/interop.rs
new file mode 100644
index 00000000000..9c456dcb938
--- /dev/null
+++ b/litellm-rust/crates/python-interop/tests/interop.rs
@@ -0,0 +1,44 @@
+use pyo3::Python;
+use rstest::{fixture, rstest};
+use serde_json::{Value, json};
+
+use litellm_python_interop::{from_py, release_count, release_gil, to_py};
+
+struct InitializedPython;
+
+impl InitializedPython {
+    fn attach<F, R>(&self, f: F) -> R
+    where
+        F: for<'py> FnOnce(Python<'py>) -> R,
+    {
+        Python::attach(f)
+    }
+}
+
+#[fixture]
+#[once]
+fn initialized_python() -> InitializedPython {
+    Python::initialize();
+    InitializedPython
+}
+
+#[rstest]
+fn serde_values_round_trip_through_python(#[from(initialized_python)] python: &InitializedPython) {
+    python.attach(|py| {
+        let expected = json!({"model": "test", "items": [1, true, null]});
+        let python_value = to_py(py, &expected).expect("value should convert to Python");
+        let actual: Value =
+            from_py(python_value.bind(py)).expect("Python value should convert to serde");
+
+        assert_eq!(actual, expected);
+    });
+}
+
+#[rstest]
+fn release_gil_runs_work_and_records_it(#[from(initialized_python)] python: &InitializedPython) {
+    let before = release_count();
+    let result = python.attach(|py| release_gil(py, || 42));
+
+    assert_eq!(result, 42);
+    assert_eq!(release_count(), before + 1);
+}
diff --git a/litellm/__init__.py b/litellm/__init__.py
index 4eeececdb7e..41a3789ab0d 100644
--- a/litellm/__init__.py
+++ b/litellm/__init__.py
@@ -29,7 +29,7 @@ def _dev_env_hot_reload_enabled() -> bool:
 if os.getenv("LITELLM_MODE", "DEV") == "DEV":
     _dotenv.load_dotenv(override=_dev_env_hot_reload_enabled())
 
-from collections.abc import Sequence
+from collections.abc import Mapping, Sequence
 from typing import (
     Any,
     Callable,
@@ -424,6 +424,10 @@ anthropic_beta_headers_url: str = os.getenv(
     "LITELLM_ANTHROPIC_BETA_HEADERS_URL",
     "https://raw.githubusercontent.com/BerriAI/litellm/main/litellm/anthropic_beta_headers_config.json",
 )
+autorouter_presets_url: str = os.getenv(
+    "LITELLM_AUTOROUTER_PRESETS_URL",
+    "https://raw.githubusercontent.com/BerriAI/litellm/main/litellm/proxy/public_endpoints/autorouter_presets.json",
+)
 suppress_debug_info: bool = False
 dynamodb_table_name: Optional[str] = None
 s3_callback_params: Optional[Dict] = None
@@ -490,6 +494,7 @@ public_mcp_hub_strict_whitelist: bool = True
 public_model_groups: Optional[List[str]] = None
 public_agent_groups: Optional[List[str]] = None
 agent_search_embedding_model: Optional[str] = None
+mcp_tool_search: Optional[Mapping[str, object]] = None
 # Supports both old format (Dict[str, str]) and new format (Dict[str, Dict[str, Any]])
 # New format: { "displayName": { "url": "...", "index": 0 } }
 # Old format: { "displayName": "url" } (for backward compatibility)
@@ -1416,7 +1421,7 @@ from .skills.main import (
 )
 from .containers.main import *
 from .ocr.main import *
-from .rust_bridge.ocr import use_litellm_rust
+from .rust_bridge import use_litellm_rust
 from .rag.main import *
 from .sandbox.main import *
 from .search.main import *
diff --git a/litellm/_logging.py b/litellm/_logging.py
index 9435562f890..c73b5175a31 100644
--- a/litellm/_logging.py
+++ b/litellm/_logging.py
@@ -6,6 +6,7 @@ import sys
 from datetime import datetime
 from logging import Formatter
 from typing import Any, Final, TextIO
+from urllib.parse import unquote
 
 import litellm
 from litellm.constants import (
@@ -16,7 +17,11 @@ from litellm.constants import (
 from litellm.litellm_core_utils.env_utils import get_env_int
 from litellm.litellm_core_utils.safe_json_dumps import safe_dumps
 from litellm.litellm_core_utils.safe_json_loads import safe_json_loads
-from litellm.litellm_core_utils.secret_redaction import redact_string, redact_structured_value
+from litellm.litellm_core_utils.secret_redaction import (
+    redact_internal_details,
+    redact_string,
+    redact_structured_value,
+)
 
 set_verbose = False
 
@@ -88,6 +93,14 @@ def redact_secrets(value: str) -> str:
     return _redact_string(value)
 
 
+def redact_internal_details_from_client_message(value: str) -> str:
+    """Public API: redact_secrets() plus filesystem paths, internal hostnames, and an
+    embedded traceback, for a string about to leave the process in an HTTP response."""
+    if not _ENABLE_SECRET_REDACTION:
+        return value
+    return redact_internal_details(value)
+
+
 def _substituted_color_message(record: logging.LogRecord) -> str | None:
     """Render a record's ``color_message`` against its args, or None if absent.
 
@@ -146,6 +159,72 @@ class SecretRedactionFilter(logging.Filter):
 _secret_filter: Final = SecretRedactionFilter()
 
 
+_MAX_SCRUBBED_ACCESS_ARG: Final = 512
+
+_REDACTION_PLACEHOLDER: Final = "REDACTED"
+
+
+def _hides_a_credential(value: str) -> bool:
+    """Whether *value* only looks clean until it is percent-decoded."""
+    decoded: Final = unquote(value)
+    return _redact_string(decoded) != decoded
+
+
+def _drop_encoded_credential(scrubbed: str) -> str:
+    """Drop the part of a request target that only decoding shows to be a secret.
+
+    The request parser decodes query names and values, so `?k%65y=sk%2D...` is a
+    working credential that the patterns, which match literal text, do not see.
+    The decoded text is never logged back: it can carry a newline, and forging
+    log lines is not a trade worth making for a readable request target.
+    """
+    path, separator, _query = scrubbed.partition("?")
+    if _hides_a_credential(path):
+        return _REDACTION_PLACEHOLDER
+    if separator and _hides_a_credential(scrubbed):
+        return f"{path}?{_REDACTION_PLACEHOLDER}"
+    return scrubbed
+
+
+def _scrub_access_arg(value: str) -> str:
+    """Redact one access-log positional arg, bounding the scanned length.
+
+    The request target is the only input to the secret regex an unauthenticated
+    caller controls end to end, so it is cut back to a whole query parameter
+    before it is scanned; a half-parameter would be too short to match its
+    pattern and would then be logged raw.
+    """
+    if len(value) <= _MAX_SCRUBBED_ACCESS_ARG:
+        return _drop_encoded_credential(_redact_string(value))
+    head: Final = value[:_MAX_SCRUBBED_ACCESS_ARG]
+    kept: Final = head[: max(head.rfind("?"), head.rfind("&"))] if "?" in head else head
+    scrubbed: Final = _drop_encoded_credential(_redact_string(kept))
+    return f"{scrubbed}... ({len(value) - len(kept)} more chars truncated) ..."
+
+
+class AccessLogRedactionFilter(logging.Filter):
+    """Scrubs known secret/credential patterns from HTTP access-log records.
+
+    uvicorn's AccessFormatter unpacks ``record.args`` as a five-element tuple at
+    emit time, so SecretRedactionFilter cannot be reused here: it collapses the
+    record into ``record.msg`` and clears the args, and the formatter then raises.
+    """
+
+    def filter(self, record: logging.LogRecord) -> bool:
+        if not _ENABLE_SECRET_REDACTION:
+            return True
+        if isinstance(record.args, tuple) and record.args:
+            record.args = tuple(  # rebind-ok: a Filter scrubs records in place
+                _scrub_access_arg(arg) if isinstance(arg, str) else arg for arg in record.args
+            )
+            return True
+        # No positional args means everything is in msg, where collapsing is correct.
+        return _secret_filter.filter(record)
+
+
+_access_log_filter: Final = AccessLogRedactionFilter()
+
+
 def _get_max_string_length_stdout_log() -> int:
     """Read the limit per record so a value loaded later via proxy config
     environment_variables is honored."""
@@ -553,6 +632,14 @@ _REDACTED_THIRD_PARTY_LOGGERS: Final[tuple[str, ...]] = (
     "uvicorn.error",
 )
 
+# Access loggers, which emit the full request target, so a credential passed as a
+# query parameter (e.g. `/key/info?key=`) lands on stdout verbatim. uvicorn.access
+# covers uvicorn.run, --run_gunicorn (its worker_class is UvicornWorker, so the
+# access line is still uvicorn's) and an embedding host app. --run_hypercorn and
+# --run_granian log through their own loggers in their own record shapes, and
+# both ship with access logging off.
+_REDACTED_ACCESS_LOGGERS: Final[tuple[str, ...]] = ("uvicorn.access",)
+
 
 def _redact_third_party_loggers() -> None:
     """Extend secret redaction to records litellm does not emit directly.
@@ -575,6 +662,8 @@ def _redact_third_party_loggers() -> None:
     """
     for name in _REDACTED_THIRD_PARTY_LOGGERS:
         logging.getLogger(name).addFilter(_secret_filter)
+    for name in _REDACTED_ACCESS_LOGGERS:
+        logging.getLogger(name).addFilter(_access_log_filter)
 
 
 # Call the suppression function
diff --git a/litellm/a2a_protocol/providers/bedrock_agentcore/transformation.py b/litellm/a2a_protocol/providers/bedrock_agentcore/transformation.py
index 32252711997..1e8cc4ff90e 100644
--- a/litellm/a2a_protocol/providers/bedrock_agentcore/transformation.py
+++ b/litellm/a2a_protocol/providers/bedrock_agentcore/transformation.py
@@ -10,8 +10,19 @@ from collections.abc import AsyncIterator, Mapping
 from typing import Any, Final
 
 from litellm._logging import verbose_logger
+from litellm.a2a_protocol.litellm_completion_bridge.handler import (
+    A2A_USER_API_KEY_HASH_PARAM,
+)
+from litellm.a2a_protocol.utils import (
+    get_session_id_from_a2a_params,
+    scope_session_to_principal,
+)
+from litellm.exceptions import BadRequestError
 from litellm.llms.bedrock.chat.agentcore.transformation import AmazonAgentCoreConfig
 
+RUNTIME_SESSION_ID_MIN_LENGTH: Final = 33
+RUNTIME_SESSION_ID_MAX_LENGTH: Final = 256
+
 # Reserved outbound header names that must never be sourced from per-request
 # ``agent_extra_headers`` for AgentCore requests. ``agent_extra_headers`` carries
 # values rewritten from the client-controlled ``x-a2a-{agent}-*`` convention, so
@@ -19,8 +30,9 @@ from litellm.llms.bedrock.chat.agentcore.transformation import AmazonAgentCoreCo
 # request identity / SigV4 metadata by overwriting headers the proxy sets from
 # trusted server-side config.
 #
-# The runtime headers (session / user id) are derived server-side from
-# ``runtimeSessionId`` / ``runtimeUserId`` in the agent's ``litellm_params``;
+# The runtime headers (session / user id) are derived server-side from the A2A
+# ``message.contextId`` and ``runtimeSessionId`` / ``runtimeUserId`` in the
+# agent's ``litellm_params``;
 # ``authorization`` is set by the AgentCore signer (JWT or SigV4); ``host`` and
 # the ``x-amz-*`` family are owned by SigV4 itself.
 _RESERVED_EXACT_HEADERS: Final = frozenset(
@@ -66,6 +78,31 @@ def _filter_reserved_headers(
     return filtered or None
 
 
+def _request_scoped_runtime_session_id(
+    params: Mapping[str, Any],
+    litellm_params: Mapping[str, Any],
+) -> str | None:
+    context_id: Final = get_session_id_from_a2a_params(params)
+    if not isinstance(context_id, str) or not context_id:
+        return None
+    return scope_session_to_principal(context_id, litellm_params.get(A2A_USER_API_KEY_HASH_PARAM))
+
+
+def _validate_runtime_session_id(session_id: str, model: str) -> str:
+    if RUNTIME_SESSION_ID_MIN_LENGTH <= len(session_id) <= RUNTIME_SESSION_ID_MAX_LENGTH:
+        return session_id
+    raise BadRequestError(
+        message=(
+            f"Invalid AgentCore runtime session id {session_id!r}: AWS requires "
+            f"{RUNTIME_SESSION_ID_MIN_LENGTH}-{RUNTIME_SESSION_ID_MAX_LENGTH} characters. It is built from the A2A "
+            "message.contextId (prefixed with a 16-hex-char hash of the calling key and '-') when set, "
+            "otherwise from the agent's configured runtimeSessionId."
+        ),
+        model=model,
+        llm_provider="bedrock",
+    )
+
+
 class BedrockAgentCoreA2ATransformation:
     """
     Request/response transformation for Bedrock AgentCore A2A agents.
@@ -100,7 +137,9 @@ class BedrockAgentCoreA2ATransformation:
                 here to prevent a caller-controlled ``x-a2a-{agent}-*`` header from
                 spoofing the AgentCore runtime user id or other SigV4 metadata. Use
                 ``api_key`` / ``runtimeUserId`` / ``runtimeSessionId`` in litellm_params
-                (not ``agent_extra_headers``) to override those values.
+                (not ``agent_extra_headers``) to override those values. The runtime
+                session id is taken from ``params["message"]["contextId"]`` (scoped to
+                the calling key) when present, then ``runtimeSessionId``, else generated.
 
         Returns:
             Tuple of (url, signed_headers, signed_body_bytes)
@@ -139,7 +178,11 @@ class BedrockAgentCoreA2ATransformation:
         # Set required AgentCore session headers (normally set by transform_request,
         # which we skip because it also builds {"prompt": "..."})
         headers: Final[dict] = {}
-        session_id: Final = agentcore_config._get_runtime_session_id(optional_params)
+        session_id: Final = _validate_runtime_session_id(
+            _request_scoped_runtime_session_id(params, litellm_params)
+            or agentcore_config._get_runtime_session_id(optional_params),
+            model=model,
+        )
         headers["X-Amzn-Bedrock-AgentCore-Runtime-Session-Id"] = session_id
         runtime_user_id: Final = agentcore_config._get_runtime_user_id(optional_params)
         if runtime_user_id:
diff --git a/litellm/a2a_protocol/utils.py b/litellm/a2a_protocol/utils.py
index f2e61f66105..7c459daf720 100644
--- a/litellm/a2a_protocol/utils.py
+++ b/litellm/a2a_protocol/utils.py
@@ -2,6 +2,8 @@
 Utility functions for A2A protocol.
 """
 
+import hashlib
+from collections.abc import Mapping
 from typing import TYPE_CHECKING, Any, Final
 
 import litellm
@@ -140,6 +142,29 @@ class A2ARequestUtils:
         return prompt_tokens, completion_tokens, total_tokens
 
 
+def get_session_id_from_a2a_params(params: Mapping[str, Any]) -> str | None:
+    message: Final = params.get("message", {})
+    if isinstance(message, dict):
+        return message.get("contextId")
+    return getattr(message, "contextId", None)
+
+
+def scope_session_to_principal(session_id: str, principal: str | None) -> str:
+    """
+    Bind a client-supplied A2A contextId to the authenticated principal.
+
+    Without this, two distinct keys authorized for the same agent could set the
+    same contextId and read/append to each other's backend memory. The
+    principal is hashed (it is already a hashed token) so the raw value is never
+    sent to the agent backend, while the original contextId is kept as a suffix
+    for operator-side correlation.
+    """
+    if not principal:
+        return session_id
+    principal_prefix: Final = hashlib.sha256(principal.encode("utf-8")).hexdigest()[:16]
+    return f"{principal_prefix}-{session_id}"
+
+
 # Backwards compatibility aliases
 def extract_text_from_a2a_message(message: Any) -> str:
     return A2ARequestUtils.extract_text_from_message(message)
diff --git a/litellm/completion_extras/litellm_responses_transformation/transformation.py b/litellm/completion_extras/litellm_responses_transformation/transformation.py
index 7368de1e968..d70f947469a 100644
--- a/litellm/completion_extras/litellm_responses_transformation/transformation.py
+++ b/litellm/completion_extras/litellm_responses_transformation/transformation.py
@@ -932,7 +932,7 @@ class LiteLLMResponsesTransformationHandler(CompletionTransformationBridge):
         return OpenAiResponsesToChatCompletionStreamIterator(streaming_response, sync_stream, json_mode)
 
     def _convert_content_str_to_input_text(self, content: str, role: str) -> dict[str, object]:
-        if role == "user" or role == "system" or role == "tool":
+        if role in ("user", "system", "developer", "tool"):
             return {"type": "input_text", "text": content}
         else:
             return {"type": "output_text", "text": content}
diff --git a/litellm/constants.py b/litellm/constants.py
index 9a50797f517..1063b6ddeeb 100644
--- a/litellm/constants.py
+++ b/litellm/constants.py
@@ -7,8 +7,41 @@ from litellm.litellm_core_utils.env_utils import get_env_int, get_env_int_in_ran
 
 DEFAULT_HEALTH_CHECK_PROMPT: Final = str(os.getenv("DEFAULT_HEALTH_CHECK_PROMPT", "test from litellm"))
 AZURE_DEFAULT_RESPONSES_API_VERSION: Final = str(os.getenv("AZURE_DEFAULT_RESPONSES_API_VERSION", "preview"))
+AZURE_OPENAI_AUDIO_PROVIDERS: Final = frozenset({"azure", "azure_ai"})
 ROUTER_MAX_FALLBACKS: Final = int(os.getenv("ROUTER_MAX_FALLBACKS", 5))
 ROUTER_FALLBACK_ERROR_DETAIL_MAX_CHARS: Final = 2000
+RUNTIME_UPDATABLE_ROUTER_SETTINGS: Final[frozenset[str]] = frozenset(
+    {
+        "routing_strategy_args",
+        "routing_strategy",
+        "routing_groups",
+        "allowed_fails",
+        "cooldown_time",
+        "num_retries",
+        "timeout",
+        "max_retries",
+        "retry_after",
+        "fallbacks",
+        "context_window_fallbacks",
+        "retry_policy",
+        "model_group_retry_policy",
+        "model_group_alias",
+        "enable_weighted_failover",
+        "enable_tag_filtering",
+        "tag_routing_prefix",
+        "optional_pre_call_checks",
+    }
+)
+ROUTER_SETTINGS_MANAGED_OUTSIDE_CONFIG: Final[frozenset[str]] = frozenset(
+    {
+        "model_list",
+        "search_tools",
+        "assistants_config",
+        "router_general_settings",
+        "ignore_invalid_deployments",
+        "fallback_access_check",
+    }
+)
 DEFAULT_BATCH_SIZE: Final = int(os.getenv("DEFAULT_BATCH_SIZE", 512))
 DEFAULT_FLUSH_INTERVAL_SECONDS: Final = int(os.getenv("DEFAULT_FLUSH_INTERVAL_SECONDS", 5))
 DEFAULT_S3_FLUSH_INTERVAL_SECONDS: Final = int(os.getenv("DEFAULT_S3_FLUSH_INTERVAL_SECONDS", 10))
@@ -136,6 +169,7 @@ MCP_CLIENT_TIMEOUT: Final = float(os.getenv("LITELLM_MCP_CLIENT_TIMEOUT", "60.0"
 MCP_TOOL_LISTING_TIMEOUT: Final = float(os.getenv("LITELLM_MCP_TOOL_LISTING_TIMEOUT", "30.0"))
 MCP_METADATA_TIMEOUT: Final = float(os.getenv("LITELLM_MCP_METADATA_TIMEOUT", "10.0"))
 MCP_HEALTH_CHECK_TIMEOUT: Final = float(os.getenv("LITELLM_MCP_HEALTH_CHECK_TIMEOUT", "10.0"))
+MCP_TOOL_LISTING_MAX_PAGES: Final = 1000
 
 # Allowlist of commands permitted for MCP stdio transport.
 # Prevents arbitrary command execution via /mcp-rest/test/* endpoints or server creation.
@@ -1416,6 +1450,8 @@ RETURN_RAW_MODEL_NAME_METADATA_KEY: Final = "_complexity_router_return_raw_model
 SESSION_DEPLOYMENT_AFFINITY_TTL_METADATA_KEY: Final = "_session_deployment_affinity_ttl"
 CONSUMED_REQUEST_TAGS_METADATA_KEY: Final = "_consumed_request_tags"
 INTERNAL_CALL_ORIGIN_METADATA_KEY: Final = "internal_call_origin"
+SESSION_ID_GENERATED_METADATA_KEY: Final = "litellm_session_id_generated"
+SESSION_ID_OMITTED_METADATA_KEY: Final = "litellm_session_id_omitted"
 LITELLM_TRUNCATED_PAYLOAD_FIELD: Final = "litellm_truncated"
 LITELLM_TRUNCATION_DB_SAFEGUARD_NOTE: Final = (
     "Truncation is a DB storage safeguard. "
@@ -1589,6 +1625,7 @@ KEY_ROTATION_JOB_NAME: Final = "litellm_key_rotation_job"
 EXPIRED_UI_SESSION_KEY_CLEANUP_JOB_NAME: Final = "litellm_expired_ui_session_key_cleanup_job"
 WEEKLY_SPEND_REPORT_JOB_ID: Final = "weekly_spend_report_job"
 MONTHLY_SPEND_REPORT_JOB_ID: Final = "monthly_spend_report_job"
+USER_SPEND_ALERTS_JOB_ID: Final = "user_spend_alerts_job"
 PROMETHEUS_FALLBACK_STATS_JOB_ID: Final = "prometheus_fallback_stats_job"
 SLACK_DAILY_REPORT_LOCK_ID: Final = "slack_daily_report"
 SLACK_MODEL_DEPRECATION_LOCK_ID: Final = "slack_model_deprecation_warning"
@@ -1708,6 +1745,7 @@ LITELLM_SETTINGS_SAFE_DB_OVERRIDES: Final = [
     "anthropic_prompt_caching_ttl",
     "max_ui_session_budget",
     "budget_rollover",
+    "mcp_tool_search",
 ]
 SPECIAL_LITELLM_AUTH_TOKEN: Final = ["ui-token"]
 DEFAULT_MANAGEMENT_OBJECT_IN_MEMORY_CACHE_TTL = int(os.getenv("DEFAULT_MANAGEMENT_OBJECT_IN_MEMORY_CACHE_TTL", 60))
diff --git a/litellm/containers/main.py b/litellm/containers/main.py
index 97ca11872c1..90d59af009f 100644
--- a/litellm/containers/main.py
+++ b/litellm/containers/main.py
@@ -1,7 +1,7 @@
 import asyncio
 import contextvars
 import json
-from collections.abc import Coroutine, Mapping
+from collections.abc import Callable, Coroutine, Mapping
 from functools import partial
 from typing import Final, Literal, overload
 
@@ -47,6 +47,13 @@ __all__ = [
 
 
 ##### Container Create #######################
+async def _encode_created_container_id(
+    pending: Coroutine[object, object, ContainerObject],
+    encode: Callable[[ContainerObject], ContainerObject],
+) -> ContainerObject:
+    return encode(await pending)
+
+
 @client
 async def acreate_container(
     name: str,
@@ -256,16 +263,16 @@ def create_container(
             _is_async=_is_async,
         )
 
-        # Encode container_id with provider/model metadata for routing
+        encode: Final = partial(
+            ContainerRequestUtils.encode_container_id_in_response,
+            custom_llm_provider=custom_llm_provider,
+            litellm_metadata=kwargs.get("litellm_metadata"),
+            extra_body=extra_body,
+        )
         if isinstance(container_obj, ContainerObject):
-            container_obj = ContainerRequestUtils.encode_container_id_in_response(
-                response_obj=container_obj,
-                custom_llm_provider=custom_llm_provider,
-                litellm_metadata=kwargs.get("litellm_metadata"),
-                extra_body=extra_body,
-            )
+            return encode(container_obj)
 
-        return container_obj
+        return _encode_created_container_id(pending=container_obj, encode=encode)
 
     except Exception as e:
         raise litellm.exception_type(
diff --git a/litellm/cost_calculator.py b/litellm/cost_calculator.py
index b83e9b395a8..cb7da32f857 100644
--- a/litellm/cost_calculator.py
+++ b/litellm/cost_calculator.py
@@ -4,6 +4,7 @@ import logging
 import time
 from collections.abc import Mapping, Sequence
 from functools import lru_cache
+from types import MappingProxyType
 from typing import TYPE_CHECKING, Any, Final, Literal, cast
 
 from httpx import Response
@@ -1164,6 +1165,12 @@ def _store_cost_breakdown_in_logging_obj(
         # Don't fail the main cost calculation if breakdown storage fails
 
 
+def _without_provider_stated_cost(usage: Usage | None) -> Usage | None:
+    if usage is None or getattr(usage, "cost", None) is None:
+        return usage
+    return usage.model_copy(update=MappingProxyType({"cost": None}))
+
+
 def completion_cost(
     completion_response: object | None = None,
     model: str | None = None,
@@ -1243,7 +1250,10 @@ def completion_cost(
         cache_creation_input_tokens: int | None = None
         cache_read_input_tokens: int | None = None
         audio_transcription_file_duration: float = 0.0
-        cost_per_token_usage_object: Final[Usage | None] = _get_usage_object(completion_response=completion_response)
+        provider_usage_object: Final = _get_usage_object(completion_response=completion_response)
+        cost_per_token_usage_object: Final[Usage | None] = (
+            _without_provider_stated_cost(provider_usage_object) if custom_pricing else provider_usage_object
+        )
         rerank_billed_units: RerankBilledUnits | None = None
 
         # Extract service_tier from optional_params if not provided directly
diff --git a/litellm/experimental_mcp_client/client.py b/litellm/experimental_mcp_client/client.py
index f0a1bff8fdc..ea81e323da4 100644
--- a/litellm/experimental_mcp_client/client.py
+++ b/litellm/experimental_mcp_client/client.py
@@ -7,6 +7,7 @@ import base64
 import os
 from collections.abc import Awaitable, Callable, Generator
 from datetime import timedelta
+from functools import partial
 from importlib import metadata
 from typing import Any, Final, TypeVar
 
@@ -47,7 +48,8 @@ from mcp.types import Tool as MCPTool
 from pydantic import AnyUrl
 
 from litellm._logging import verbose_logger
-from litellm.constants import MCP_CLIENT_TIMEOUT, MCP_NPM_CACHE_DIR
+from litellm.constants import MCP_CLIENT_TIMEOUT, MCP_NPM_CACHE_DIR, MCP_TOOL_LISTING_TIMEOUT
+from litellm.experimental_mcp_client.tools import list_tools_with_pagination
 from litellm.llms.custom_httpx.http_handler import get_ssl_configuration
 from litellm.types.llms.custom_http import VerifyTypes
 from litellm.types.mcp import (
@@ -603,17 +605,19 @@ class MCPClient:
         """
         verbose_logger.debug("MCP client listing tools from %s", self.server_url or "stdio")
 
-        async def _list_tools_operation(session: ClientSession):
-            return await session.list_tools()
-
         try:
-            result: Final = await self.run_with_session(_list_tools_operation, quiet_on_error=raise_on_error)
-            tool_count: Final = len(result.tools)
-            tool_names: Final = [tool.name for tool in result.tools]
+            # A per-server timeout above the global default extends the whole-walk deadline
+            listing_deadline: Final = max(self.timeout, MCP_TOOL_LISTING_TIMEOUT)
+            tools: Final = await self.run_with_session(
+                partial(list_tools_with_pagination, listing_deadline=listing_deadline),
+                quiet_on_error=raise_on_error,
+            )
+            tool_count: Final = len(tools)
+            tool_names: Final = tuple(tool.name for tool in tools)
             verbose_logger.info(
                 "MCP client listed %s tools from %s: %s", tool_count, self.server_url or "stdio", tool_names
             )
-            return result.tools
+            return tools
         except asyncio.CancelledError:
             verbose_logger.warning("MCP client list_tools was cancelled")
             raise
diff --git a/litellm/experimental_mcp_client/tools.py b/litellm/experimental_mcp_client/tools.py
index 30d50e2a74b..51d2139ef3b 100644
--- a/litellm/experimental_mcp_client/tools.py
+++ b/litellm/experimental_mcp_client/tools.py
@@ -1,14 +1,22 @@
 import json
 from typing import Final, Literal
 
+import anyio
 from mcp import ClientSession
 from mcp.types import CallToolRequestParams as MCPCallToolRequestParams
 from mcp.types import CallToolResult as MCPCallToolResult
+from mcp.types import PaginatedRequestParams
 from mcp.types import Tool as MCPTool
 from openai.types.chat import ChatCompletionToolParam
 from openai.types.responses.function_tool_param import FunctionToolParam
 from openai.types.shared_params.function_definition import FunctionDefinition
 
+from litellm._logging import verbose_logger
+from litellm.constants import (
+    MCP_CLIENT_TIMEOUT,
+    MCP_TOOL_LISTING_MAX_PAGES,
+    MCP_TOOL_LISTING_TIMEOUT,
+)
 from litellm.types.llms.anthropic import AnthropicMessagesTool
 from litellm.types.utils import ChatCompletionMessageToolCall
 
@@ -90,6 +98,64 @@ def transform_mcp_tool_to_anthropic_tool(mcp_tool: MCPTool) -> AnthropicMessages
     )
 
 
+async def list_tools_with_pagination(
+    session: ClientSession, listing_deadline: float | None = None
+) -> list[MCPTool]:  # mutable-ok: list return contract
+    """Collect tools from every tools/list page by following nextCursor.
+
+    Stops and returns the tools collected so far when the upstream repeats a
+    cursor, the page cap is reached, or the whole-walk deadline expires, so a
+    buggy or slow upstream yields a partial catalog instead of an error.
+    listing_deadline overrides the default whole-walk deadline; callers with a
+    per-server timeout above the global default pass it through here.
+    """
+    tools: Final[list[MCPTool]] = []  # mutable-ok: accumulates each page's tools
+    seen_cursors: Final[set[str]] = set()  # mutable-ok: guards against cursor loops
+    cursor: str | None = None  # rebind-ok: advances to each page's nextCursor
+    # The per-request session read timeout restarts on every page, so a multi-page
+    # walk needs its own overall deadline. max() keeps the pre-pagination guarantee
+    # that a single page slower than the listing timeout but within the client
+    # timeout still succeeds.
+    effective_deadline: Final = (
+        listing_deadline if listing_deadline is not None else max(MCP_CLIENT_TIMEOUT, MCP_TOOL_LISTING_TIMEOUT)
+    )
+
+    with anyio.move_on_after(effective_deadline):
+        for _ in range(MCP_TOOL_LISTING_MAX_PAGES):
+            result = (
+                await session.list_tools()
+                if cursor is None
+                else await session.list_tools(params=PaginatedRequestParams(cursor=cursor))
+            )
+            tools.extend(result.tools)
+
+            next_cursor = getattr(result, "nextCursor", None)
+            if not isinstance(next_cursor, str) or not next_cursor:
+                return tools
+            if next_cursor in seen_cursors:
+                verbose_logger.warning(
+                    "MCP server repeated a tools/list cursor while listing tools; returning %s tools collected so far",
+                    len(tools),
+                )
+                return tools
+            seen_cursors.add(next_cursor)
+            cursor = next_cursor
+
+        verbose_logger.warning(
+            "MCP server tools/list pagination exceeded the maximum of %s pages; returning %s tools collected so far",
+            MCP_TOOL_LISTING_MAX_PAGES,
+            len(tools),
+        )
+        return tools
+
+    verbose_logger.warning(
+        "MCP server tools/list pagination exceeded the %s second listing deadline; returning %s tools collected so far",
+        effective_deadline,
+        len(tools),
+    )
+    return tools
+
+
 async def load_mcp_tools(
     session: ClientSession, format: Literal["mcp", "openai"] = "mcp"
 ) -> list[MCPTool] | list[ChatCompletionToolParam]:
@@ -103,10 +169,12 @@ async def load_mcp_tools(
 
     If format is set to "openai", the tools are converted to OpenAI API compatible tools.
     """
-    tools: Final = await session.list_tools()
+    tools: Final = await list_tools_with_pagination(session)
     if format == "openai":
-        return [transform_mcp_tool_to_openai_tool(mcp_tool=tool) for tool in tools.tools]
-    return tools.tools
+        return [  # mutable-ok: public API returns a list
+            transform_mcp_tool_to_openai_tool(mcp_tool=tool) for tool in tools
+        ]
+    return tools
 
 
 ########################################################
diff --git a/litellm/integrations/SlackAlerting/slack_alerting.py b/litellm/integrations/SlackAlerting/slack_alerting.py
index c137164ecdb..dc41c7dadc8 100644
--- a/litellm/integrations/SlackAlerting/slack_alerting.py
+++ b/litellm/integrations/SlackAlerting/slack_alerting.py
@@ -68,6 +68,7 @@ from .utils import process_slack_alerting_variables
 
 if TYPE_CHECKING:
     from litellm.proxy.db.db_transaction_queue.pod_lock_manager import PodLockManager
+    from litellm.proxy.utils import PrismaClient
     from litellm.router import Router as _Router
 
     Router = _Router
@@ -1944,6 +1945,68 @@ Model Info:
         except Exception as e:
             verbose_proxy_logger.exception("Error sending weekly spend report %s", e)
 
+    async def send_user_spend_alerts(self, prisma_client: "PrismaClient | None" = None) -> None:
+        """Check per-user daily/monthly spend thresholds and spend anomalies, alerting once per user per period."""
+        if self.alerting is None or "slack" not in self.alerting:
+            return
+
+        thresholds_enabled: Final = AlertType.user_spend_thresholds in self.alert_types
+        anomalies_enabled: Final = AlertType.user_spend_anomalies in self.alert_types
+        if not thresholds_enabled and not anomalies_enabled:
+            return
+
+        from litellm.proxy.proxy_server import prisma_client as global_prisma_client
+
+        client: Final = prisma_client if prisma_client is not None else global_prisma_client
+        if client is None:
+            return
+
+        from litellm.integrations.SlackAlerting.user_spend_alerts import (
+            evaluate_user_spend,
+            fetch_user_spend_rows,
+        )
+
+        try:
+            today: Final = datetime.datetime.now(datetime.timezone.utc).date()
+            rows: Final = await fetch_user_spend_rows(
+                prisma_client=client,
+                today=today,
+                baseline_days=self.alerting_args.spend_anomaly_baseline_days,
+            )
+            all_events: Final = tuple(
+                event
+                for row in rows
+                for event in evaluate_user_spend(
+                    row=row,
+                    args=self.alerting_args,
+                    today=today,
+                    thresholds_enabled=thresholds_enabled,
+                    anomalies_enabled=anomalies_enabled,
+                )
+            )
+            cached_flags: Final = await asyncio.gather(
+                *(self.internal_usage_cache.async_get_cache(key=event.cache_key) for event in all_events)
+            )
+            new_events: Final = tuple(event for event, cached in zip(all_events, cached_flags) if not cached)
+            for alert_type in (AlertType.user_spend_thresholds, AlertType.user_spend_anomalies):
+                typed_events = tuple(event for event in new_events if event.alert_type == alert_type)
+                if not typed_events:
+                    continue
+                await self.send_alert(
+                    message="\n\n".join(event.message for event in typed_events),
+                    level="High",
+                    alert_type=alert_type,
+                    alerting_metadata={},  # mutable-ok: send_alert takes a dict payload
+                )
+                for event in typed_events:
+                    await self.internal_usage_cache.async_set_cache(
+                        key=event.cache_key,
+                        value="SENT",
+                        ttl=event.cache_ttl,
+                    )
+        except Exception as e:  # noqa: BLE001  # background job must not crash the scheduler
+            verbose_proxy_logger.exception("Error sending user spend alerts: %s", e)
+
     async def send_fallback_stats_from_prometheus(self):
         """
         Helper to send fallback statistics from prometheus server -> to slack
diff --git a/litellm/integrations/SlackAlerting/user_spend_alerts.py b/litellm/integrations/SlackAlerting/user_spend_alerts.py
new file mode 100644
index 00000000000..38794735c1b
--- /dev/null
+++ b/litellm/integrations/SlackAlerting/user_spend_alerts.py
@@ -0,0 +1,139 @@
+"""Per-user daily/monthly spend threshold alerts and spend anomaly detection."""
+
+import datetime
+from dataclasses import dataclass
+from typing import TYPE_CHECKING, Final, Literal
+
+from pydantic import TypeAdapter
+
+from litellm.constants import HOURS_IN_A_DAY
+from litellm.types.integrations.slack_alerting import AlertType, SlackAlertingArgs
+
+if TYPE_CHECKING:
+    from litellm.proxy.utils import PrismaClient
+
+DAY_SECONDS: Final = HOURS_IN_A_DAY * 60 * 60
+MONTHLY_ALERT_TTL_SECONDS: Final = 32 * DAY_SECONDS
+
+USER_SPEND_QUERY: Final = """
+SELECT
+    user_id,
+    COALESCE(SUM(spend) FILTER (WHERE date = $1), 0)::float AS daily_spend,
+    COALESCE(SUM(spend) FILTER (WHERE date >= $2), 0)::float AS monthly_spend,
+    COALESCE(SUM(spend) FILTER (WHERE date >= $3 AND date < $1), 0)::float AS baseline_spend
+FROM "LiteLLM_DailyUserSpend"
+WHERE date >= LEAST($2, $3) AND user_id IS NOT NULL
+GROUP BY user_id
+HAVING COALESCE(SUM(spend) FILTER (WHERE date >= $2), 0) > 0
+"""
+
+
+@dataclass(frozen=True, slots=True)
+class UserSpendRow:
+    user_id: str
+    daily_spend: float
+    monthly_spend: float
+    baseline_spend: float
+
+
+@dataclass(frozen=True, slots=True)
+class UserSpendAlertEvent:
+    kind: Literal["daily_threshold", "monthly_threshold", "anomaly"]
+    alert_type: AlertType
+    message: str
+    cache_key: str
+    cache_ttl: int
+
+
+USER_SPEND_ROWS_ADAPTER: Final = TypeAdapter(tuple[UserSpendRow, ...])
+
+
+async def fetch_user_spend_rows(
+    prisma_client: "PrismaClient",
+    today: datetime.date,
+    baseline_days: int,
+) -> tuple[UserSpendRow, ...]:
+    today_str: Final = today.strftime("%Y-%m-%d")
+    month_start_str: Final = today.replace(day=1).strftime("%Y-%m-%d")
+    baseline_start_str: Final = (today - datetime.timedelta(days=max(baseline_days, 1))).strftime("%Y-%m-%d")
+    raw: Final = await prisma_client.db.query_raw(USER_SPEND_QUERY, today_str, month_start_str, baseline_start_str)
+    return USER_SPEND_ROWS_ADAPTER.validate_python(raw)
+
+
+def _daily_threshold_event(row: UserSpendRow, args: SlackAlertingArgs, today_str: str) -> UserSpendAlertEvent | None:
+    threshold: Final = args.daily_spend_per_user_threshold
+    if threshold is None or row.daily_spend < threshold:
+        return None
+    return UserSpendAlertEvent(
+        kind="daily_threshold",
+        alert_type=AlertType.user_spend_thresholds,
+        message=(
+            f"User Daily Spend Threshold Crossed:\n"
+            f"User: `{row.user_id}`\n"
+            f"Spend Today: `${row.daily_spend:.2f}`\n"
+            f"Daily Threshold: `${threshold:.2f}`"
+        ),
+        cache_key=f"user_spend_alert_daily_{row.user_id}_{today_str}",
+        cache_ttl=DAY_SECONDS,
+    )
+
+
+def _monthly_threshold_event(row: UserSpendRow, args: SlackAlertingArgs, month_str: str) -> UserSpendAlertEvent | None:
+    threshold: Final = args.monthly_spend_per_user_threshold
+    if threshold is None or row.monthly_spend < threshold:
+        return None
+    return UserSpendAlertEvent(
+        kind="monthly_threshold",
+        alert_type=AlertType.user_spend_thresholds,
+        message=(
+            f"User Monthly Spend Threshold Crossed:\n"
+            f"User: `{row.user_id}`\n"
+            f"Spend This Month: `${row.monthly_spend:.2f}`\n"
+            f"Monthly Threshold: `${threshold:.2f}`"
+        ),
+        cache_key=f"user_spend_alert_monthly_{row.user_id}_{month_str}",
+        cache_ttl=MONTHLY_ALERT_TTL_SECONDS,
+    )
+
+
+def _anomaly_event(row: UserSpendRow, args: SlackAlertingArgs, today_str: str) -> UserSpendAlertEvent | None:
+    if row.daily_spend < args.spend_anomaly_min_spend:
+        return None
+    baseline_daily_avg: Final = row.baseline_spend / args.spend_anomaly_baseline_days
+    if row.baseline_spend > 0 and row.daily_spend <= args.spend_anomaly_multiplier * baseline_daily_avg:
+        return None
+    return UserSpendAlertEvent(
+        kind="anomaly",
+        alert_type=AlertType.user_spend_anomalies,
+        message=(
+            f"User Spend Anomaly Detected:\n"
+            f"User: `{row.user_id}`\n"
+            f"Spend Today: `${row.daily_spend:.2f}`\n"
+            f"Daily Average (last {args.spend_anomaly_baseline_days} days): `${baseline_daily_avg:.2f}`\n"
+            f"Trigger: spend above `{args.spend_anomaly_multiplier}x` the daily average "
+            f"(minimum `${args.spend_anomaly_min_spend:.2f}`)"
+        ),
+        cache_key=f"user_spend_alert_anomaly_{row.user_id}_{today_str}",
+        cache_ttl=DAY_SECONDS,
+    )
+
+
+def evaluate_user_spend(
+    row: UserSpendRow,
+    args: SlackAlertingArgs,
+    today: datetime.date,
+    thresholds_enabled: bool,
+    anomalies_enabled: bool,
+) -> tuple[UserSpendAlertEvent, ...]:
+    today_str: Final = today.strftime("%Y-%m-%d")
+    month_str: Final = today.strftime("%Y-%m")
+    threshold_events: Final = (
+        (
+            _daily_threshold_event(row=row, args=args, today_str=today_str),
+            _monthly_threshold_event(row=row, args=args, month_str=month_str),
+        )
+        if thresholds_enabled
+        else ()
+    )
+    anomaly_events: Final = (_anomaly_event(row=row, args=args, today_str=today_str),) if anomalies_enabled else ()
+    return tuple(event for event in (*threshold_events, *anomaly_events) if event is not None)
diff --git a/litellm/integrations/anthropic_cache_control_hook.py b/litellm/integrations/anthropic_cache_control_hook.py
index 545b0f40018..3519240dda9 100644
--- a/litellm/integrations/anthropic_cache_control_hook.py
+++ b/litellm/integrations/anthropic_cache_control_hook.py
@@ -755,6 +755,7 @@ class AnthropicCacheControlHook(CustomPromptManagement):
     def record_gateway_injection(
         request_kwargs: Mapping[str, object],
         added: int,
+        injected_for_every_deployment: bool = False,
     ) -> None:
         """Name the deployment whose payload the gateway, not the client, put breakpoints on.
 
@@ -771,7 +772,16 @@ class AnthropicCacheControlHook(CustomPromptManagement):
 
         A pass that runs before a deployment is chosen, which is what the proxy does for
         prompt templates, injects into the payload every leg goes on to send, so it marks
-        the request for all of them rather than for one.
+        the request for all of them rather than for one. Such a pass says so with
+        ``injected_for_every_deployment`` instead of relying on the shape of
+        ``request_kwargs``: the router's prompt-management factory stamps a provisional
+        deployment's ``model_info`` into kwargs before the prompt pass runs, and billing
+        the request through any other deployment would silently drop the credit. An
+        every-deployment mark, once written, also never narrows: a later per-leg stamp
+        (the Bedrock converse tool_config one included) describes one leg of a payload
+        every leg sends, so narrowing to it would uncredit whichever leg gets billed
+        after a failover. Both losses are fail-closed under-crediting, which is why the
+        guard only protects the sentinel and per-leg marks still overwrite each other.
 
         Only what this pass actually placed counts. A ``tool_config`` point is placed by
         the Bedrock converse transform, and only when the request carries tools, so the
@@ -801,13 +811,19 @@ class AnthropicCacheControlHook(CustomPromptManagement):
             ),
             None,
         )
-        if bucket is not None:
-            model_info: Final = request_kwargs.get("model_info")
-            bucket[GATEWAY_INJECTED_CACHE_METADATA_KEY] = (
-                model_info.get("id", GATEWAY_INJECTED_FOR_EVERY_DEPLOYMENT)
-                if isinstance(model_info, dict)
-                else GATEWAY_INJECTED_FOR_EVERY_DEPLOYMENT
-            )
+        if bucket is None:
+            return
+        if bucket.get(GATEWAY_INJECTED_CACHE_METADATA_KEY) == GATEWAY_INJECTED_FOR_EVERY_DEPLOYMENT:
+            return
+        if injected_for_every_deployment:
+            bucket[GATEWAY_INJECTED_CACHE_METADATA_KEY] = GATEWAY_INJECTED_FOR_EVERY_DEPLOYMENT
+            return
+        model_info: Final = request_kwargs.get("model_info")
+        bucket[GATEWAY_INJECTED_CACHE_METADATA_KEY] = (
+            model_info.get("id", GATEWAY_INJECTED_FOR_EVERY_DEPLOYMENT)
+            if isinstance(model_info, dict)
+            else GATEWAY_INJECTED_FOR_EVERY_DEPLOYMENT
+        )
 
     @staticmethod
     def maybe_inject_cache_control(
diff --git a/litellm/integrations/azure_storage/azure_storage.py b/litellm/integrations/azure_storage/azure_storage.py
index cb7175691df..16ef6920114 100644
--- a/litellm/integrations/azure_storage/azure_storage.py
+++ b/litellm/integrations/azure_storage/azure_storage.py
@@ -1,7 +1,9 @@
 import asyncio
 import os
 import time
+from collections.abc import Callable
 from datetime import datetime, timedelta
+from functools import cache
 from typing import Final
 
 from litellm._logging import verbose_logger
@@ -19,21 +21,40 @@ from litellm.llms.custom_httpx.http_handler import (
     get_async_httpx_client,
     httpxSpecialProvider,
 )
+from litellm.secret_managers.get_azure_ad_token_provider import (
+    get_azure_ad_token_provider,
+)
+from litellm.types.secret_managers.get_azure_ad_token_provider import (
+    AzureCredentialType,
+)
 from litellm.types.utils import StandardLoggingPayload
 
+AZURE_STORAGE_TOKEN_SCOPE: Final = "https://storage.azure.com/.default"
+
+
+@cache
+def _cached_credential_chain_token_provider() -> Callable[[], str]:
+    return get_azure_ad_token_provider(
+        azure_scope=AZURE_STORAGE_TOKEN_SCOPE,
+        azure_credential=AzureCredentialType.DefaultAzureCredential,
+    )
+
 
 class AzureBlobStorageLogger(CustomBatchLogger):
     def __init__(
         self,
+        build_credential_chain_token_provider: Callable[
+            [], Callable[[], str]
+        ] = _cached_credential_chain_token_provider,
         **kwargs,
     ):
         try:
             verbose_logger.debug("AzureBlobStorageLogger: in init azure blob storage logger")
 
             # Env Variables used for Azure Storage Authentication
-            self.tenant_id = os.getenv("AZURE_STORAGE_TENANT_ID")
-            self.client_id = os.getenv("AZURE_STORAGE_CLIENT_ID")
-            self.client_secret = os.getenv("AZURE_STORAGE_CLIENT_SECRET")
+            self.tenant_id = os.getenv("AZURE_STORAGE_TENANT_ID") or None
+            self.client_id = os.getenv("AZURE_STORAGE_CLIENT_ID") or None
+            self.client_secret = os.getenv("AZURE_STORAGE_CLIENT_SECRET") or None
             self.azure_storage_account_key: str | None = os.getenv("AZURE_STORAGE_ACCOUNT_KEY")
 
             # Required Env Variables for Azure Storage
@@ -55,6 +76,9 @@ class AzureBlobStorageLogger(CustomBatchLogger):
             # Internal variables used for Token based authentication
             self.azure_auth_token: str | None = None  # the Azure AD token to use for Azure Storage API requests
             self.token_expiry: datetime | None = None  # the expiry time of the currentAzure AD token
+            self._build_credential_chain_token_provider: Callable[[], Callable[[], str]] = (
+                build_credential_chain_token_provider
+            )
 
             asyncio.create_task(self.periodic_flush())
             self.flush_lock = asyncio.Lock()
@@ -231,10 +255,15 @@ class AzureBlobStorageLogger(CustomBatchLogger):
         """
         Wrapper to set self.azure_auth_token to a valid Azure AD token, refreshing if necessary
 
-        Refreshes the token when:
-        - Token is expired
-        - Token is not set
+        Without a service principal configured, the credential chain provider is read every
+        time; it caches internally and refreshes against the token's real expiry. The read runs
+        in a worker thread because the chain walk (IMDS probe, CLI subprocess) is blocking
         """
+        if self.tenant_id is None and self.client_id is None and self.client_secret is None:
+            token_provider: Final = self._build_credential_chain_token_provider()
+            self.azure_auth_token = await asyncio.to_thread(token_provider)
+            return
+
         # Check if token needs refresh
         if self._azure_ad_token_is_expired() or self.azure_auth_token is None:
             verbose_logger.debug("Azure AD token needs refresh")
@@ -273,13 +302,9 @@ class AzureBlobStorageLogger(CustomBatchLogger):
             tenant_id=tenant_id,
             client_id=client_id,
             client_secret=client_secret,
-            scope="https://storage.azure.com/.default",
+            scope=AZURE_STORAGE_TOKEN_SCOPE,
         )
-        token: Final = token_provider()
-
-        verbose_logger.debug("azure auth token %s", token)
-
-        return token
+        return token_provider()
 
     def _azure_ad_token_is_expired(self):
         """
diff --git a/litellm/integrations/custom_guardrail.py b/litellm/integrations/custom_guardrail.py
index e87ac9521ae..c8e5610b4a9 100644
--- a/litellm/integrations/custom_guardrail.py
+++ b/litellm/integrations/custom_guardrail.py
@@ -1,4 +1,5 @@
 import contextvars
+import copy
 import hashlib
 import os
 import secrets
@@ -39,6 +40,7 @@ except ImportError:
 
 if TYPE_CHECKING:
     from litellm.litellm_core_utils.litellm_logging import Logging as LiteLLMLoggingObj
+    from litellm.llms.base_llm.guardrail_translation.base_translation import BaseTranslation
 dc: Final = DualCache()
 
 
@@ -852,6 +854,69 @@ class CustomGuardrail(CustomLogger):
 
         return result
 
+    async def async_logging_hook(
+        self,
+        kwargs: dict,  # mutable-ok: CustomLogger.async_logging_hook contract
+        result: object,
+        call_type: str,
+    ) -> tuple[dict, object]:  # mutable-ok: CustomLogger.async_logging_hook contract
+        """logging_only: run apply_guardrail on copies of the logged request/response and record the verdict."""
+        from litellm.llms import get_guardrail_translation_mapping
+
+        if not self.uses_apply_guardrail_interface() or self.use_native_lifecycle_hooks:
+            return kwargs, result
+        try:
+            translation: Final = get_guardrail_translation_mapping(CallTypes(call_type))()
+        except ValueError:
+            verbose_logger.debug(
+                "Guardrail %s: no guardrail translation for call_type=%s, skipping logging_only scan",
+                self.guardrail_name,
+                call_type,
+            )
+            return kwargs, result
+        litellm_params: Final = kwargs.get("litellm_params") or {}
+        scratch_metadata: Final = {
+            key: value
+            for key, value in (litellm_params.get("metadata") or {}).items()
+            if key != "standard_logging_guardrail_information"
+        }
+        try:
+            await self._scan_logged_call(kwargs, result, translation, scratch_metadata)
+        except Exception as e:
+            verbose_logger.warning("Guardrail %s: logging_only scan raised: %s", self.guardrail_name, e)
+        recorded: Final = scratch_metadata.get("standard_logging_guardrail_information")
+        standard_logging_object: Final = kwargs.get("standard_logging_object")
+        if not recorded or not isinstance(standard_logging_object, dict):
+            return kwargs, result
+        entries: Final = recorded if isinstance(recorded, list) else [recorded]
+        existing: Final = standard_logging_object.get("guardrail_information") or []
+        return {
+            **kwargs,
+            "standard_logging_object": {**standard_logging_object, "guardrail_information": [*existing, *entries]},
+        }, result
+
+    async def _scan_logged_call(
+        self,
+        kwargs: dict,  # mutable-ok: CustomLogger.async_logging_hook contract
+        result: object,
+        translation: "BaseTranslation",
+        scratch_metadata: dict,  # mutable-ok: apply_guardrail records its verdict into request metadata
+    ) -> None:
+        optional_params: Final = kwargs.get("optional_params") or {}
+        scratch_input: Final = copy.deepcopy(kwargs.get("messages") or kwargs.get("input"))
+        scratch_request: Final = {
+            "model": kwargs.get("model"),
+            "messages": scratch_input,
+            "input": scratch_input,
+            "tools": copy.deepcopy(optional_params.get("tools")),
+            "litellm_call_id": kwargs.get("litellm_call_id"),
+            "metadata": scratch_metadata,
+        }
+        await translation.process_input_messages(data=scratch_request, guardrail_to_apply=self)
+        await translation.process_output_response(
+            response=copy.deepcopy(result), guardrail_to_apply=self, request_data=scratch_request
+        )
+
     def supports_scan_only_tool_results(self) -> bool:
         """Whether this guardrail can scan tool-result content.
 
@@ -1420,7 +1485,7 @@ def log_guardrail_information(func):
         if func.__name__ == "apply_guardrail" and "inputs" in kwargs:
             original_inputs = kwargs.get("inputs")
 
-        logging_obj: Final = kwargs.get("logging_obj")
+        logging_obj: Final = kwargs.get("logging_obj") or request_data.get("litellm_logging_obj")
         self_recorded_token: Final = _guardrail_self_recorded.set(False)
         try:
             response: Final = await func(*args, **kwargs)
@@ -1462,7 +1527,7 @@ def log_guardrail_information(func):
         if func.__name__ == "apply_guardrail" and "inputs" in kwargs:
             original_inputs = kwargs.get("inputs")
 
-        logging_obj: Final = kwargs.get("logging_obj")
+        logging_obj: Final = kwargs.get("logging_obj") or request_data.get("litellm_logging_obj")
         self_recorded_token: Final = _guardrail_self_recorded.set(False)
         try:
             response: Final = func(*args, **kwargs)
diff --git a/litellm/integrations/datadog/datadog_llm_obs.py b/litellm/integrations/datadog/datadog_llm_obs.py
index e5789965c6e..ec86c0ae1d9 100644
--- a/litellm/integrations/datadog/datadog_llm_obs.py
+++ b/litellm/integrations/datadog/datadog_llm_obs.py
@@ -11,6 +11,7 @@ import json
 import os
 from collections.abc import Mapping, Sequence
 from datetime import datetime
+from types import MappingProxyType
 from typing import Any, Final, Literal
 
 import httpx
@@ -18,11 +19,13 @@ import httpx
 import litellm
 from litellm._logging import verbose_logger
 from litellm._uuid import uuid
+from litellm.constants import REDACTED_BY_LITELLM
 from litellm.integrations.custom_batch_logger import CustomBatchLogger
 from litellm.integrations.datadog.datadog_handler import (
     get_datadog_base_url_from_env,
     get_datadog_service,
     get_datadog_tags,
+    normalize_datadog_tag_value,
 )
 from litellm.integrations.datadog.datadog_mock_client import (
     create_mock_datadog_client,
@@ -30,20 +33,323 @@ from litellm.integrations.datadog.datadog_mock_client import (
 )
 from litellm.litellm_core_utils.dd_tracing import tracer
 from litellm.litellm_core_utils.prompt_templates.common_utils import (
+    convert_content_list_to_str,
     handle_any_messages_to_chat_completion_str_messages_conversion,
 )
+from litellm.litellm_core_utils.redact_messages import should_redact_message_logging
+from litellm.litellm_core_utils.safe_json_dumps import safe_dumps
+from litellm.litellm_core_utils.safe_json_loads import safe_json_loads
 from litellm.llms.custom_httpx.http_handler import (
     get_async_httpx_client,
     httpxSpecialProvider,
 )
+from litellm.proxy.spend_tracking.savings import extract_cache_creation_tokens, extract_cache_read_tokens
 from litellm.types.integrations.datadog_llm_obs import *
 from litellm.types.utils import (
+    PROMPT_QUOTING_ROUTING_DECISION_FIELDS,
     CallTypes,
     StandardLoggingGuardrailInformation,
     StandardLoggingPayload,
     StandardLoggingPayloadErrorInformation,
 )
 
+_EMPTY_MAPPING: Final[Mapping[str, Any]] = MappingProxyType({})
+_EMPTY_MESSAGE: Final[Message] = {"role": "", "content": ""}
+_MAX_PARSED_TOOL_ARGUMENT_CHARS: Final = 256 * 1024
+_SAFE_REDACTED_MESSAGE_ROLES: Final = frozenset(
+    {"agent", "assistant", "developer", "function", "model", "system", "tool", "user"}
+)
+
+_PROMPT_CARRYING_METADATA_FIELDS: Final = frozenset(
+    {
+        "routing_decision",
+        "requester_metadata",
+        "prompt_management_metadata",
+        "mcp_tool_call_metadata",
+        "vector_store_request_metadata",
+    }
+)
+
+_ROUTER_SPAN_FIELDS: Final[Mapping[str, str]] = MappingProxyType(
+    {
+        "tier": "router_tier",
+        "cause": "router_cause",
+        "score": "router_score",
+        "escalated": "router_escalated",
+        "signals": "router_signals",
+        "routed_model": "routed_model",
+    }
+)
+_ROUTER_DIMENSIONS: Final[tuple[str, ...]] = ("router_tier", "router_cause", "router_escalated", "routed_model")
+_COST_DIMENSIONS: Final[tuple[str, ...]] = ("team", "user", "key_alias", "model_group", *_ROUTER_DIMENSIONS)
+
+
+def _metadata_of(standard_logging_payload: StandardLoggingPayload) -> Mapping[str, Any]:
+    metadata: Final = standard_logging_payload.get("metadata")
+    return metadata or _EMPTY_MAPPING
+
+
+def _router_span_fields(
+    standard_logging_payload: StandardLoggingPayload, redact_prompt_text: bool
+) -> Mapping[str, object]:
+    """Flatten the auto-router decision, omitting prompt-quoting fields when redaction is enabled."""
+    routing_decision: Final = _mapping_field(_metadata_of(standard_logging_payload), "routing_decision")
+    if not routing_decision:
+        return _EMPTY_MAPPING
+    escalated: Final = bool(routing_decision.get("escalated") or routing_decision.get("context_escalated"))
+    return MappingProxyType(
+        {
+            _ROUTER_SPAN_FIELDS[record_field]: value
+            for record_field, value in (*routing_decision.items(), ("escalated", escalated))
+            if record_field in _ROUTER_SPAN_FIELDS
+            and value is not None
+            and not (redact_prompt_text and record_field in PROMPT_QUOTING_ROUTING_DECISION_FIELDS)
+        }
+    )
+
+
+def _metadata_without_prompt_carriers(standard_logging_metadata: Mapping[str, Any]) -> Mapping[str, Any]:
+    """The metadata minus the records that quote prompts, tool arguments, tool results, or retrieved text."""
+    return MappingProxyType(
+        {
+            field: value
+            for field, value in standard_logging_metadata.items()
+            if field not in _PROMPT_CARRYING_METADATA_FIELDS
+        }
+    )
+
+
+def _redact_messages(messages: Sequence[Message]) -> tuple[Message, ...]:
+    """Each message's shape with its content replaced and tool payloads dropped; no message is invented."""
+    return tuple(
+        {
+            "role": role if isinstance(role, str) and role in _SAFE_REDACTED_MESSAGE_ROLES else "",
+            "content": REDACTED_BY_LITELLM,
+        }
+        for message in messages
+        for role in (message.get("role", ""),)
+    )
+
+
+def _cost_dimension_tags(
+    standard_logging_payload: StandardLoggingPayload, router_fields: Mapping[str, object]
+) -> tuple[str, ...]:
+    """The dimensions LLM Obs breaks token and cost metrics down by, as span tags."""
+    metadata: Final = _metadata_of(standard_logging_payload)
+    dimensions: Final = (
+        ("user", metadata.get("user_api_key_user_id")),
+        ("key_alias", metadata.get("user_api_key_alias")),
+        ("model_group", standard_logging_payload.get("model_group")),
+        *((dimension, router_fields.get(dimension)) for dimension in _ROUTER_DIMENSIONS),
+    )
+    return tuple(
+        f"{key}:{normalized}"
+        for key, value in dimensions
+        if value is not None and (normalized := normalize_datadog_tag_value(value)) != ""
+    )
+
+
+def _declared_cost_tags(span_tags: Sequence[str]) -> tuple[str, ...]:
+    """Declare only cost dimensions carrying a value on this span."""
+    present: Final = frozenset(key for tag in span_tags if (key := tag.partition(":")[0]) and tag.partition(":")[2])
+    return tuple(dimension for dimension in _COST_DIMENSIONS if dimension in present)
+
+
+def _reasoning_output_tokens(usage_object: Mapping[str, Any] | None) -> float:
+    """The provider's reasoning-token count, from either the chat or the responses spelling."""
+    if usage_object is None:
+        return 0.0
+    return next(
+        (
+            float(reasoning_tokens)
+            for details_field in ("completion_tokens_details", "output_tokens_details")
+            if isinstance(
+                reasoning_tokens := _mapping_field(usage_object, details_field).get("reasoning_tokens"), (int, float)
+            )
+            and not isinstance(reasoning_tokens, bool)
+        ),
+        0.0,
+    )
+
+
+def _mapping_field(source: Mapping[str, Any], key: str) -> Mapping[str, Any]:
+    """The value at `key` when it is a mapping, else an empty one."""
+    value: Final = source.get(key)
+    return value if isinstance(value, dict) else _EMPTY_MAPPING
+
+
+def _content_blocks(message: Mapping[str, Any]) -> tuple[Mapping[str, Any], ...]:
+    content: Final = message.get("content")
+    if not isinstance(content, list):
+        return ()
+    return tuple(block for block in content if isinstance(block, dict))
+
+
+def _to_dd_arguments(raw_arguments: object) -> dict[str, Any] | str:
+    """
+    Arguments as the object LLM Obs types them as, or the raw string when they are not one.
+
+    Strings past the size bound ship unparsed: decoding multiplies memory on hostile compact
+    JSON, and the raw string is what the intake receives either way.
+    """
+    if not isinstance(raw_arguments, str):
+        return raw_arguments if isinstance(raw_arguments, dict) else str(raw_arguments)
+    if len(raw_arguments) > _MAX_PARSED_TOOL_ARGUMENT_CHARS:
+        return raw_arguments
+    parsed: Final = safe_json_loads(raw_arguments)
+    return parsed if isinstance(parsed, dict) else raw_arguments
+
+
+def _to_dd_tool_calls(message: Mapping[str, Any]) -> tuple[ToolCall, ...]:
+    """
+    The tool calls a message carries, in LLM Obs' ToolCall schema, from either dialect.
+
+    OpenAI puts them in `tool_calls` with the callee nested under `function` and `arguments`
+    serialized; Anthropic puts them in `content` as `tool_use` blocks with `input` already an
+    object. LLM Obs reads `name` / `arguments` / `tool_id` either way.
+    """
+    raw_tool_calls: Final = message.get("tool_calls")
+    openai_calls: Final = tuple(
+        ToolCall(
+            name=function.get("name", ""),
+            arguments=_to_dd_arguments(function.get("arguments", "")),
+            tool_id=tool_call.get("id", ""),
+            type=tool_call.get("type", "function"),
+        )
+        for tool_call in (raw_tool_calls if isinstance(raw_tool_calls, list) else ())
+        if isinstance(tool_call, dict)
+        for function in [_mapping_field(tool_call, "function")]
+    )
+    anthropic_calls: Final = tuple(
+        ToolCall(
+            name=block.get("name", ""),
+            arguments=_to_dd_arguments(block.get("input") or {}),
+            tool_id=block.get("id", ""),
+            type="tool_use",
+        )
+        for block in _content_blocks(message)
+        if block.get("type") == "tool_use"
+    )
+    return openai_calls + anthropic_calls
+
+
+def _to_dd_tool_results(message: Mapping[str, Any], tool_call_names: Mapping[str, str]) -> tuple[ToolResult, ...]:
+    """
+    The tool results a message carries, linked back to the call each answers.
+
+    OpenAI models a result as a whole `role: "tool"` message keyed by `tool_call_id`;
+    Anthropic nests `tool_result` blocks inside a user message, keyed by `tool_use_id`.
+    """
+
+    def to_result(tool_id: str, result: object) -> ToolResult:
+        return ToolResult(
+            name=tool_call_names.get(tool_id, ""),
+            result=result if isinstance(result, str) else safe_dumps(result),
+            tool_id=tool_id,
+            type="function",
+        )
+
+    if message.get("role") == "tool":
+        return (to_result(str(message.get("tool_call_id", "")), message.get("content") or ""),)
+    return tuple(
+        to_result(str(block.get("tool_use_id", "")), block.get("content") or "")
+        for block in _content_blocks(message)
+        if block.get("type") == "tool_result"
+    )
+
+
+def _tool_call_names_by_id(messages: Sequence[object]) -> Mapping[str, str]:
+    """Ids to tool names for result linking; reads names structurally and parses nothing."""
+    openai_pairs: Final = tuple(
+        (tool_call.get("id"), function.get("name", ""))
+        for message in messages
+        if isinstance(message, dict) and isinstance(message.get("tool_calls"), list)
+        for tool_call in message["tool_calls"]
+        if isinstance(tool_call, dict)
+        for function in [_mapping_field(tool_call, "function")]
+    )
+    anthropic_pairs: Final = tuple(
+        (block.get("id"), block.get("name", ""))
+        for message in messages
+        if isinstance(message, dict)
+        for block in _content_blocks(message)
+        if block.get("type") == "tool_use"
+    )
+    return MappingProxyType({str(tool_id): str(name) for tool_id, name in openai_pairs + anthropic_pairs if tool_id})
+
+
+def _to_dd_message(message: object, tool_call_names: Mapping[str, str]) -> Message:
+    """
+    Map one chat message onto LLM Obs' Message schema, adding fields and never destroying content.
+
+    Content collapses to its text only when it has text; a content list with none (tool blocks,
+    images) rides along unchanged so nothing the caller logged is lost. Tool calls and results
+    move into the fields the LLM Obs Tools panel reads, from both the OpenAI and Anthropic shapes.
+    """
+    if not isinstance(message, dict):
+        converted: Final = handle_any_messages_to_chat_completion_str_messages_conversion(message)
+        return converted[0] if converted else _EMPTY_MESSAGE
+
+    text: Final = convert_content_list_to_str(message)  # pyright: ignore[reportArgumentType]  # caller-supplied dict
+    original_content: Final = message.get("content")
+    content: Final = (
+        text if text or not isinstance(original_content, list) or not original_content else original_content
+    )
+    reasoning: Final = message.get("reasoning_content")
+    tool_calls: Final = _to_dd_tool_calls(message)
+    tool_results: Final = _to_dd_tool_results(message, tool_call_names)
+    dd_message: Final[Message] = {
+        "role": message.get("role", ""),
+        "content": content,
+        **({"reasoning_content": reasoning} if reasoning is not None else {}),
+        **({"tool_calls": tool_calls} if tool_calls else {}),
+        **({"tool_results": tool_results} if tool_results else {}),
+    }
+    return dd_message
+
+
+def _to_dd_messages(messages: object) -> tuple[Message, ...]:
+    """Map a whole conversation, resolving each tool result against the calls that precede it."""
+    if messages is None:
+        return ()
+    if not isinstance(messages, list):
+        return tuple(handle_any_messages_to_chat_completion_str_messages_conversion(messages))
+    tool_call_names: Final = _tool_call_names_by_id(messages)
+    return tuple(_to_dd_message(message, tool_call_names) for message in messages)
+
+
+def _to_dd_tool_definition(entry: Mapping[str, Any]) -> ToolDefinition | None:
+    function: Final = entry.get("function")
+    declared: Final[Mapping[str, Any]] = function if isinstance(function, dict) else entry
+    name: Final = declared.get("name")
+    if not name:
+        return None
+    schema: Final = declared.get("parameters") or declared.get("input_schema")
+    description: Final = declared.get("description", "")
+    if not isinstance(schema, dict):
+        return ToolDefinition(name=name, description=description)
+    return ToolDefinition(name=name, description=description, schema=schema)
+
+
+def _to_dd_tool_definitions(model_parameters: object) -> tuple[ToolDefinition, ...]:
+    """
+    Map the request's declared tools onto LLM Obs' ToolDefinition schema.
+
+    Handles the wrapped chat-completions shape and the bare shape the Anthropic and
+    Responses surfaces use, since both reach this logger through `model_parameters`.
+    """
+    if not isinstance(model_parameters, dict):
+        return ()
+    raw_tools: Final = model_parameters.get("tools") or model_parameters.get("functions")
+    if not isinstance(raw_tools, list):
+        return ()
+    return tuple(
+        definition
+        for entry in raw_tools
+        if isinstance(entry, dict)
+        if (definition := _to_dd_tool_definition(entry)) is not None
+    )
+
 
 class DataDogLLMObsLogger(CustomBatchLogger):
     def __init__(self, **kwargs):
@@ -128,12 +434,12 @@ class DataDogLLMObsLogger(CustomBatchLogger):
         dict_datadog_llm_obs_params: dict = {}
         if litellm.datadog_llm_observability_params is not None:
             if isinstance(litellm.datadog_llm_observability_params, DatadogLLMObsInitParams):
-                dict_datadog_llm_obs_params = litellm.datadog_llm_observability_params.model_dump()
+                dict_datadog_llm_obs_params = litellm.datadog_llm_observability_params.model_dump(exclude_unset=True)
             elif isinstance(litellm.datadog_llm_observability_params, dict):
                 # only allow params that are of DatadogLLMObsInitParams
                 dict_datadog_llm_obs_params = DatadogLLMObsInitParams(
                     **litellm.datadog_llm_observability_params
-                ).model_dump()
+                ).model_dump(exclude_unset=True)
         return dict_datadog_llm_obs_params
 
     async def async_log_success_event(self, kwargs, response_obj, start_time, end_time):
@@ -222,41 +528,51 @@ class DataDogLLMObsLogger(CustomBatchLogger):
         if standard_logging_payload is None:
             raise Exception("DataDogLLMObs: standard_logging_object is not set")
 
-        messages = standard_logging_payload["messages"]
-        messages = self._ensure_string_content(messages=messages)
+        raw_metadata: Final = kwargs.get("litellm_params", {}).get("metadata", {})
+        metadata: Final = raw_metadata if isinstance(raw_metadata, dict) else {}
+        redact_payload: Final = self._payload_logging_is_off(kwargs)
 
-        metadata: Final = kwargs.get("litellm_params", {}).get("metadata", {})
-
-        input_meta: Final = InputMeta(messages=handle_any_messages_to_chat_completion_str_messages_conversion(messages))
+        input_messages: Final = _to_dd_messages(standard_logging_payload.get("messages"))
+        output_messages: Final = self._get_response_messages(
+            standard_logging_payload=standard_logging_payload,
+            call_type=standard_logging_payload.get("call_type"),
+        )
+        input_meta: Final = InputMeta(messages=_redact_messages(input_messages) if redact_payload else input_messages)
         output_meta: Final = OutputMeta(
-            messages=self._get_response_messages(
-                standard_logging_payload=standard_logging_payload,
-                call_type=standard_logging_payload.get("call_type"),
-            )
+            messages=_redact_messages(output_messages) if redact_payload else output_messages
         )
 
         error_info: Final = self._assemble_error_info(standard_logging_payload)
 
-        metadata_parent_id: str | None = None
-        if isinstance(metadata, dict):
-            metadata_parent_id = metadata.get("parent_id")
+        raw_parent_id: Final = metadata.get("parent_id")
+        metadata_parent_id: Final[str | None] = str(raw_parent_id) if raw_parent_id else None
 
-        meta: Final = Meta(
-            kind=self._get_datadog_span_kind(standard_logging_payload.get("call_type"), metadata_parent_id),
-            input=input_meta,
-            output=output_meta,
-            metadata=self._get_dd_llm_obs_payload_metadata(standard_logging_payload),
-            error=error_info,
+        tool_definitions: Final = (
+            () if redact_payload else _to_dd_tool_definitions(standard_logging_payload.get("model_parameters"))
+        )
+        span_kind: Final = self._get_datadog_span_kind(standard_logging_payload.get("call_type"), metadata_parent_id)
+        router_fields: Final = _router_span_fields(standard_logging_payload, redact_prompt_text=redact_payload)
+        span_tags: Final = [
+            *get_datadog_tags(standard_logging_object=standard_logging_payload),
+            *_cost_dimension_tags(standard_logging_payload, router_fields),
+        ]
+        payload_metadata: Final = self._get_dd_llm_obs_payload_metadata(
+            standard_logging_payload,
+            router_fields=router_fields,
+            cost_tags=_declared_cost_tags(span_tags),
+            redact_prompt_text=redact_payload,
         )
 
-        # Calculate metrics (you may need to adjust these based on available data)
-        metrics: Final = LLMMetrics(
-            input_tokens=float(standard_logging_payload.get("prompt_tokens", 0)),
-            output_tokens=float(standard_logging_payload.get("completion_tokens", 0)),
-            total_tokens=float(standard_logging_payload.get("total_tokens", 0)),
-            total_cost=float(standard_logging_payload.get("response_cost", 0)),
-            time_to_first_token=self._get_time_to_first_token_seconds(standard_logging_payload),
-        )
+        meta: Final[Meta] = {
+            "kind": span_kind,
+            "input": input_meta,
+            "output": output_meta,
+            "metadata": payload_metadata,
+            "error": error_info,
+            **({"tool_definitions": tool_definitions} if tool_definitions else {}),
+        }
+
+        metrics: Final = self._assemble_metrics(standard_logging_payload)
 
         payload: Final[LLMObsPayload] = LLMObsPayload(
             parent_id=metadata_parent_id if metadata_parent_id else "undefined",
@@ -268,7 +584,7 @@ class DataDogLLMObsLogger(CustomBatchLogger):
             duration=int((end_time - start_time).total_seconds() * 1e9),
             metrics=metrics,
             status="error" if error_info else "ok",
-            tags=get_datadog_tags(standard_logging_object=standard_logging_payload),
+            tags=span_tags,
         )
 
         apm_trace_id: Final = self._get_apm_trace_id()
@@ -314,6 +630,54 @@ class DataDogLLMObsLogger(CustomBatchLogger):
                 )
         return error_info
 
+    def _payload_logging_is_off(self, kwargs: Mapping[str, Any]) -> bool:
+        return (
+            bool(self.turn_off_message_logging)
+            or self.message_logging is not True
+            or should_redact_message_logging(dict(kwargs))
+        )
+
+    def _assemble_metrics(self, standard_logging_payload: StandardLoggingPayload) -> LLMMetrics:
+        """
+        Build the span metrics, including the prompt-cache counts LLM Obs charts cache savings from.
+
+        Cache counts resolve through the same owners the savings dashboard uses, so every provider
+        spelling is covered, and `non_cached_input_tokens` subtracts BOTH cache categories because
+        litellm's normalized prompt count includes both (the invariant the cost calculator's custom
+        pricing helper documents). A zero residual on a fully cached request is real data and is
+        emitted; a zero read or write count is absence and is not.
+        """
+        prompt_tokens: Final = float(standard_logging_payload.get("prompt_tokens", 0))
+        completion_tokens: Final = float(standard_logging_payload.get("completion_tokens", 0))
+        total_tokens: Final = float(standard_logging_payload.get("total_tokens", 0))
+        total_cost: Final = float(standard_logging_payload.get("response_cost", 0))
+        time_to_first_token: Final = self._get_time_to_first_token_seconds(standard_logging_payload)
+
+        raw_usage: Final = _metadata_of(standard_logging_payload).get("usage_object")
+        usage_object: Final = raw_usage if isinstance(raw_usage, dict) else None
+        cache_read: Final = float(extract_cache_read_tokens(usage_object))
+        cache_write: Final = float(extract_cache_creation_tokens(usage_object))
+        reasoning_output_tokens: Final = _reasoning_output_tokens(usage_object)
+
+        metrics: Final[LLMMetrics] = {
+            "input_tokens": prompt_tokens,
+            "output_tokens": completion_tokens,
+            "total_tokens": total_tokens,
+            "total_cost": total_cost,
+            "time_to_first_token": time_to_first_token,
+            **(
+                {
+                    **({"cache_read_input_tokens": cache_read} if cache_read else {}),
+                    **({"cache_write_input_tokens": cache_write} if cache_write else {}),
+                    "non_cached_input_tokens": max(prompt_tokens - cache_read - cache_write, 0.0),
+                }
+                if cache_read or cache_write
+                else {}
+            ),
+            **({"reasoning_output_tokens": reasoning_output_tokens} if reasoning_output_tokens else {}),
+        }
+        return metrics
+
     def _get_time_to_first_token_seconds(self, standard_logging_payload: StandardLoggingPayload) -> float:
         """
         Get the time to first token in seconds
@@ -335,7 +699,7 @@ class DataDogLLMObsLogger(CustomBatchLogger):
 
     def _get_response_messages(
         self, standard_logging_payload: StandardLoggingPayload, call_type: str | None
-    ) -> list[object]:
+    ) -> tuple[Message, ...]:
         """
         Get the messages from the response object
 
@@ -344,7 +708,7 @@ class DataDogLLMObsLogger(CustomBatchLogger):
 
         response_obj = standard_logging_payload.get("response")
         if response_obj is None:
-            return []
+            return ()
 
         # edge case: handle response_obj is a string representation of a dict
         if isinstance(response_obj, str):
@@ -357,7 +721,7 @@ class DataDogLLMObsLogger(CustomBatchLogger):
                     # fallback to json parsing
                     response_obj = json.loads(str(response_obj))
                 except json.JSONDecodeError:
-                    return []
+                    return ()
 
         if call_type in [
             CallTypes.completion.value,
@@ -375,12 +739,12 @@ class DataDogLLMObsLogger(CustomBatchLogger):
                 if isinstance(response_obj, dict) and "choices" in response_obj:
                     choices: Final = response_obj["choices"]
                     if choices and len(choices) > 0 and "message" in choices[0]:
-                        return [choices[0]["message"]]
-                return []
+                        return _to_dd_messages([choices[0]["message"]])
+                return ()
             except (KeyError, IndexError, TypeError):
                 # In case of any error accessing the response structure, return empty list
-                return []
-        return []
+                return ()
+        return ()
 
     def _get_datadog_span_kind(
         self, call_type: str | None, parent_id: str | None = None
@@ -485,22 +849,21 @@ class DataDogLLMObsLogger(CustomBatchLogger):
         # Default fallback for unknown or passthrough operations
         return "llm"
 
-    def _ensure_string_content(self, messages: str | Sequence[object] | Mapping[object, object] | None) -> list[object]:
-        if messages is None:
-            return []
-        if isinstance(messages, str):
-            return [messages]
-        elif isinstance(messages, list):
-            return [message for message in messages]
-        elif isinstance(messages, dict):
-            return [str(messages.get("content", ""))]
-        return []
-
-    def _get_dd_llm_obs_payload_metadata(self, standard_logging_payload: StandardLoggingPayload) -> dict[str, object]:
+    def _get_dd_llm_obs_payload_metadata(
+        self,
+        standard_logging_payload: StandardLoggingPayload,
+        router_fields: Mapping[str, object] | None = None,
+        cost_tags: Sequence[str] = (),
+        redact_prompt_text: bool = False,
+    ) -> dict[str, object]:
         """
         Fields to track in DD LLM Observability metadata from litellm standard logging payload
         """
-        _metadata: Final[dict[str, object]] = {
+        raw_metadata: Final = _metadata_of(standard_logging_payload)
+        standard_logging_metadata: Final = (
+            _metadata_without_prompt_carriers(raw_metadata) if redact_prompt_text else raw_metadata
+        )
+        return {
             "model_name": standard_logging_payload.get("model", "unknown"),
             "model_provider": standard_logging_payload.get("custom_llm_provider", "unknown"),
             "id": standard_logging_payload.get("id", "unknown"),
@@ -508,30 +871,21 @@ class DataDogLLMObsLogger(CustomBatchLogger):
             "cache_hit": standard_logging_payload.get("cache_hit", "unknown"),
             "cache_key": standard_logging_payload.get("cache_key", "unknown"),
             "saved_cache_cost": standard_logging_payload.get("saved_cache_cost", 0),
-            "guardrail_information": standard_logging_payload.get("guardrail_information", None),
+            "guardrail_information": (
+                None if redact_prompt_text else standard_logging_payload.get("guardrail_information", None)
+            ),
             "is_streamed_request": self._get_stream_value_from_payload(standard_logging_payload),
+            "latency_metrics": dict(self._get_latency_metrics(standard_logging_payload)),
+            "spend_metrics": dict(self._get_spend_metrics(standard_logging_payload)),
+            **standard_logging_metadata,
+            **(router_fields or _EMPTY_MAPPING),
+            **(
+                {"_dd": {**_mapping_field(standard_logging_metadata, "_dd"), "cost_tags": list(cost_tags)}}
+                if cost_tags
+                else _EMPTY_MAPPING
+            ),
         }
 
-        #########################################################
-        # Add latency metrics to metadata
-        #########################################################
-        latency_metrics: Final = self._get_latency_metrics(standard_logging_payload)
-        _metadata.update({"latency_metrics": dict(latency_metrics)})
-
-        #########################################################
-        # Add spend metrics to metadata
-        #########################################################
-        spend_metrics: Final = self._get_spend_metrics(standard_logging_payload)
-        _metadata.update({"spend_metrics": dict(spend_metrics)})
-
-        ## extract tool calls and add to metadata
-        tool_call_metadata: Final = self._extract_tool_call_metadata(standard_logging_payload)
-        _metadata.update(tool_call_metadata)
-
-        _standard_logging_metadata: Final[dict] = dict(standard_logging_payload.get("metadata", {})) or {}
-        _metadata.update(_standard_logging_metadata)
-        return _metadata
-
     def _get_latency_metrics(self, standard_logging_payload: StandardLoggingPayload) -> DDLLMObsLatencyMetrics:
         """
         Get the latency metrics from the standard logging payload
@@ -601,7 +955,7 @@ class DataDogLLMObsLogger(CustomBatchLogger):
         spend_metrics["response_cost"] = standard_logging_payload.get("response_cost", 0.0)
 
         # Get budget information from metadata
-        metadata: Final = standard_logging_payload.get("metadata", {})
+        metadata: Final = _metadata_of(standard_logging_payload)
 
         # API key max budget
         user_api_key_max_budget: Final = metadata.get("user_api_key_max_budget")
@@ -647,107 +1001,3 @@ class DataDogLLMObsLogger(CustomBatchLogger):
                 verbose_logger.debug("Original value: %s", user_api_key_budget_reset_at)
 
         return spend_metrics
-
-    def _process_input_messages_preserving_tool_calls(self, messages: Sequence[object]) -> list[dict[str, object]]:
-        """
-        Process input messages while preserving tool_calls and tool message types.
-
-        This bypasses the lossy string conversion when tool calls are present,
-        allowing complex nested tool_calls objects to be preserved for Datadog.
-        """
-        processed: Final = []
-        for msg in messages:
-            if isinstance(msg, dict):
-                # Preserve messages with tool_calls or tool role as-is
-                if "tool_calls" in msg or msg.get("role") == "tool":
-                    processed.append(msg)
-                else:
-                    # For regular messages, still apply string conversion
-                    converted = handle_any_messages_to_chat_completion_str_messages_conversion([msg])
-                    processed.extend(converted)
-            else:
-                # For non-dict messages, apply string conversion
-                converted = handle_any_messages_to_chat_completion_str_messages_conversion([msg])
-                processed.extend(converted)
-        return processed
-
-    @staticmethod
-    def _tool_calls_kv_pair(tool_calls: list[dict[str, Any]]) -> dict[str, object]:
-        """
-        Extract tool call information into key-value pairs for Datadog metadata.
-
-        Similar to OpenTelemetry's implementation but adapted for Datadog's format.
-        """
-        kv_pairs: Final[dict[str, object]] = {}
-        for idx, tool_call in enumerate(tool_calls):
-            try:
-                # Extract tool call ID
-                tool_id = tool_call.get("id")
-                if tool_id:
-                    kv_pairs[f"tool_calls.{idx}.id"] = tool_id
-
-                # Extract tool call type
-                tool_type = tool_call.get("type")
-                if tool_type:
-                    kv_pairs[f"tool_calls.{idx}.type"] = tool_type
-
-                # Extract function information
-                function = tool_call.get("function")
-                if function:
-                    function_name = function.get("name")
-                    if function_name:
-                        kv_pairs[f"tool_calls.{idx}.function.name"] = function_name
-
-                    function_arguments = function.get("arguments")
-                    if function_arguments:
-                        # Store arguments as JSON string for Datadog
-                        if isinstance(function_arguments, str):
-                            kv_pairs[f"tool_calls.{idx}.function.arguments"] = function_arguments
-                        else:
-                            import json
-
-                            kv_pairs[f"tool_calls.{idx}.function.arguments"] = json.dumps(function_arguments)
-            except (KeyError, TypeError, ValueError) as e:
-                verbose_logger.debug("DataDogLLMObs: Error processing tool call %s: %s", idx, e)
-                continue
-
-        return kv_pairs
-
-    def _extract_tool_call_metadata(self, standard_logging_payload: StandardLoggingPayload) -> dict[str, object]:
-        """
-        Extract tool call information from both input messages and response for Datadog metadata.
-        """
-        tool_call_metadata: Final[dict[str, object]] = {}
-
-        try:
-            # Extract tool calls from input messages
-            messages: Final = standard_logging_payload.get("messages", [])
-            if messages and isinstance(messages, list):
-                for message in messages:
-                    if isinstance(message, dict) and "tool_calls" in message:
-                        tool_calls = message.get("tool_calls")
-                        if tool_calls:
-                            input_tool_calls_kv = self._tool_calls_kv_pair(tool_calls)
-                            # Prefix with "input_" to distinguish from response tool calls
-                            for key, value in input_tool_calls_kv.items():
-                                tool_call_metadata[f"input_{key}"] = value
-
-            # Extract tool calls from response
-            response_obj: Final = standard_logging_payload.get("response")
-            if response_obj and isinstance(response_obj, dict):
-                choices: Final = response_obj.get("choices", [])
-                for choice in choices:
-                    if isinstance(choice, dict):
-                        message = choice.get("message")
-                        if message and isinstance(message, dict):
-                            tool_calls = message.get("tool_calls")
-                            if tool_calls:
-                                response_tool_calls_kv = self._tool_calls_kv_pair(tool_calls)
-                                # Prefix with "output_" to distinguish from input tool calls
-                                for key, value in response_tool_calls_kv.items():
-                                    tool_call_metadata[f"output_{key}"] = value
-
-        except Exception as e:
-            verbose_logger.debug("DataDogLLMObs: Error extracting tool call metadata: %s", e)
-
-        return tool_call_metadata
diff --git a/litellm/integrations/otel/langfuse_logger.py b/litellm/integrations/otel/langfuse_logger.py
new file mode 100644
index 00000000000..ed47533e700
--- /dev/null
+++ b/litellm/integrations/otel/langfuse_logger.py
@@ -0,0 +1,60 @@
+from collections.abc import AsyncGenerator, AsyncIterator, Callable, Mapping
+from typing import TYPE_CHECKING, Final
+
+from litellm._logging import verbose_logger
+from litellm.integrations.otel.logger import OpenTelemetryV2
+from litellm.integrations.otel.mappers.langfuse import LANGFUSE_OBSERVATION_INPUT, LANGFUSE_OBSERVATION_OUTPUT
+from litellm.integrations.otel.model.request_io import request_input, response_output, stream_output
+from litellm.integrations.otel.plumbing.context import request_root_span
+
+if TYPE_CHECKING:
+    from litellm.proxy._types import UserAPIKeyAuth
+    from litellm.types.utils import ModelResponseStream
+
+
+class LangfuseOpenTelemetryV2(OpenTelemetryV2):
+    """Stamps the request's input and output on the root observation while it is still recording.
+
+    Langfuse shows a trace's input and output from its root observation. The proxy's root span ends
+    when the response is sent, before the success callback runs, so both stamps come from the
+    post-call hooks in the request task: the request as it stands after the pre-call chain and the
+    response as it is returned, for the call types whose response renders as a message.
+    """
+
+    async def async_post_call_success_hook(
+        self,
+        data: Mapping[str, object],
+        user_api_key_dict: "UserAPIKeyAuth",
+        response: object,
+    ) -> None:
+        self._stamp_root_io(data, lambda: response_output(response))
+
+    async def async_post_call_streaming_iterator_hook(
+        self,
+        user_api_key_dict: "UserAPIKeyAuth",
+        response: "AsyncIterator[ModelResponseStream]",
+        request_data: Mapping[str, object],
+    ) -> "AsyncGenerator[ModelResponseStream, None]":
+        relayed: Final[list[ModelResponseStream]] = []  # mutable-ok: relayed as they arrive, assembled at end of stream
+        async for chunk in response:
+            relayed.append(chunk)
+            yield chunk
+        self._stamp_root_io(request_data, lambda: stream_output(tuple(relayed), request_data))
+
+    def _stamp_root_io(self, data: Mapping[str, object], render_output: Callable[[], str | None]) -> None:
+        root: Final = request_root_span()
+        if root is None or not root.is_recording():
+            return
+        try:
+            output: Final = render_output()
+            if output is None:
+                return
+            root.set_attribute(LANGFUSE_OBSERVATION_OUTPUT, output)
+            rendered_input: Final = request_input(data)
+        except Exception:  # noqa: BLE001  # telemetry must never fail the request it describes
+            verbose_logger.debug(
+                "otel v2 langfuse: could not render the root observation input or output", exc_info=True
+            )
+            return
+        if rendered_input is not None:
+            root.set_attribute(LANGFUSE_OBSERVATION_INPUT, rendered_input)
diff --git a/litellm/integrations/otel/logger.py b/litellm/integrations/otel/logger.py
index d2a32ef73b6..a550dca6cc8 100644
--- a/litellm/integrations/otel/logger.py
+++ b/litellm/integrations/otel/logger.py
@@ -4,6 +4,7 @@ from collections import OrderedDict
 from collections.abc import Callable, Iterator, Mapping, Sequence
 from contextlib import contextmanager
 from datetime import datetime
+from types import MappingProxyType
 from typing import TYPE_CHECKING, Any, Final, cast
 
 from opentelemetry.context import Context, attach, get_current
@@ -909,3 +910,29 @@ def phase_span(name: str) -> "Iterator[Span | None]":
         return
     with logger.start_phase_span(name) as span:
         yield span
+
+
+def build_otel_v2_logger(
+    config: OpenTelemetryV2Config,
+    callback_name: str | None = None,
+    tracer_provider: TracerProvider | None = None,
+    logger_provider: LoggerProvider | None = None,
+    meter_provider: "MeterProvider | None" = None,
+    settings: Mapping[str, object] = MappingProxyType({}),
+) -> OpenTelemetryV2:
+    return _logger_class(config)(
+        config=config,
+        callback_name=callback_name,
+        tracer_provider=tracer_provider,
+        logger_provider=logger_provider,
+        meter_provider=meter_provider,
+        **settings,
+    )
+
+
+def _logger_class(config: OpenTelemetryV2Config) -> type[OpenTelemetryV2]:
+    if "langfuse" not in config.mapper_names or not config.capture_span_content:
+        return OpenTelemetryV2
+    from litellm.integrations.otel.langfuse_logger import LangfuseOpenTelemetryV2
+
+    return LangfuseOpenTelemetryV2
diff --git a/litellm/integrations/otel/mappers/langfuse.py b/litellm/integrations/otel/mappers/langfuse.py
index 6d4f1b4fd0a..01063d85355 100644
--- a/litellm/integrations/otel/mappers/langfuse.py
+++ b/litellm/integrations/otel/mappers/langfuse.py
@@ -11,6 +11,7 @@ the JSON-serialized payloads. ``_llm_call`` just applies both tables.
 
 import json
 from collections.abc import Callable
+from typing import Final
 
 from litellm.integrations.otel.mappers.base import AttributeMap, AttrValue, SpanData
 from litellm.integrations.otel.mappers.utils import (
@@ -25,6 +26,9 @@ from litellm.integrations.otel.model.payloads import (
     LLMUsage,
 )
 
+LANGFUSE_OBSERVATION_INPUT: Final = "langfuse.observation.input"
+LANGFUSE_OBSERVATION_OUTPUT: Final = "langfuse.observation.output"
+
 
 class LangfuseMapper:
     _LLM_CALL_ATTRS: dict[str, Callable[[LLMCallSpanData], AttrValue | None]] = {
@@ -56,8 +60,8 @@ class LangfuseMapper:
         "langfuse.observation.model.parameters": lambda d: json_if(
             collect(LangfuseMapper._MODEL_PARAMS, d.request_params)
         ),
-        "langfuse.observation.input": lambda d: serialize_messages(d.messages_in),
-        "langfuse.observation.output": lambda d: serialize_messages(output_messages(d)),
+        LANGFUSE_OBSERVATION_INPUT: lambda d: serialize_messages(d.messages_in),
+        LANGFUSE_OBSERVATION_OUTPUT: lambda d: serialize_messages(output_messages(d)),
         "langfuse.observation.usage_details": lambda d: json_if(collect(LangfuseMapper._USAGE_FIELDS, d.usage)),
         "langfuse.observation.cost_details": lambda d: (
             json.dumps({"total": d.response_cost}) if d.response_cost is not None else None
diff --git a/litellm/integrations/otel/model/payloads.py b/litellm/integrations/otel/model/payloads.py
index d35405538f6..e8ed269f6cb 100644
--- a/litellm/integrations/otel/model/payloads.py
+++ b/litellm/integrations/otel/model/payloads.py
@@ -6,6 +6,7 @@ import json
 from collections.abc import Mapping
 from dataclasses import dataclass, field
 from enum import Enum
+from types import MappingProxyType
 from typing import TYPE_CHECKING, ClassVar, Final, cast
 from urllib.parse import urlsplit
 
@@ -62,6 +63,31 @@ if TYPE_CHECKING:
 # --- typed sub-structures ---------------------------------------------------- #
 
 
+def _cache_token_value(*values: object) -> int | None:
+    explicit_zero = False
+    invalid_before_zero = False
+    for raw_value in values:
+        if raw_value is None:
+            continue
+        if isinstance(raw_value, bool):
+            parsed = None
+        else:
+            try:
+                parsed = as_int(raw_value)
+            except (OverflowError, ValueError):
+                parsed = None
+        if parsed is None:
+            if not explicit_zero:
+                invalid_before_zero = True
+        elif parsed > 0:
+            return parsed
+        elif parsed == 0:
+            explicit_zero = True
+        elif not explicit_zero:
+            invalid_before_zero = True
+    return 0 if explicit_zero and not invalid_before_zero else None
+
+
 @dataclass(frozen=True)
 class LLMRequestParams:
     temperature: float | None = None
@@ -104,12 +130,25 @@ class LLMUsage:
         metadata: Final[Mapping[str, object]] = payload.get("metadata") or {}
         raw_usage: Final = metadata.get("usage_object")
         usage_object: Final[Mapping[str, object]] = raw_usage if isinstance(raw_usage, Mapping) else {}
+        raw_details: Final = usage_object.get("prompt_tokens_details")
+        prompt_details: Final[Mapping[str, object]] = (
+            raw_details if isinstance(raw_details, Mapping) else MappingProxyType({})
+        )
         return cls(
             input_tokens=as_int(payload.get("prompt_tokens")),
             output_tokens=as_int(payload.get("completion_tokens")),
             total_tokens=as_int(payload.get("total_tokens")),
-            cache_creation_input_tokens=as_int(usage_object.get("cache_creation_input_tokens")),
-            cache_read_input_tokens=as_int(usage_object.get("cache_read_input_tokens")),
+            cache_creation_input_tokens=_cache_token_value(
+                usage_object.get("cache_creation_input_tokens"),
+                prompt_details.get("cache_write_tokens"),
+                prompt_details.get("cache_creation_tokens"),
+                prompt_details.get("cache_creation_input_tokens"),
+            ),
+            cache_read_input_tokens=_cache_token_value(
+                usage_object.get("cache_read_input_tokens"),
+                prompt_details.get("cached_tokens"),
+                usage_object.get("prompt_cache_hit_tokens"),
+            ),
         )
 
 
diff --git a/litellm/integrations/otel/model/request_io.py b/litellm/integrations/otel/model/request_io.py
new file mode 100644
index 00000000000..4e80fb91993
--- /dev/null
+++ b/litellm/integrations/otel/model/request_io.py
@@ -0,0 +1,90 @@
+from collections.abc import Mapping, Sequence
+from typing import Final, Literal
+
+from pydantic import BaseModel, ConfigDict, Field, TypeAdapter, ValidationError
+from typing_extensions import ReadOnly, TypedDict
+
+import litellm
+from litellm.integrations.otel.mappers.utils import json_or_none
+from litellm.proxy.guardrails.anthropic_sse import assemble_anthropic_sse_stream, is_raw_sse_stream
+from litellm.types.llms.openai import ResponseCompletedEvent, ResponsesAPIResponse
+from litellm.types.utils import ModelResponse, ModelResponseStream
+
+_SYSTEM_KEYS: Final = ("system", "instructions")
+_TURNS: Final = TypeAdapter(tuple[object, ...])
+_MESSAGES: Final = TypeAdapter(list[object] | None)
+
+
+class _Turn(TypedDict):
+    role: ReadOnly[str]
+    content: ReadOnly[object]
+
+
+class _AnthropicMessage(BaseModel):
+    model_config = ConfigDict(frozen=True)
+
+    type: Literal["message"] = Field(exclude=True)
+    role: str = "assistant"
+    content: object = None
+
+
+def request_input(data: Mapping[str, object]) -> str | None:
+    turns: Final = data.get("messages", data.get("input"))
+    if turns is None:
+        return None
+    return json_or_none((*_system_turns(data), *_user_turns(turns)))
+
+
+def _system_turns(data: Mapping[str, object]) -> tuple[_Turn, ...]:
+    return tuple(_Turn(role="system", content=data[key]) for key in _SYSTEM_KEYS if data.get(key) is not None)
+
+
+def _user_turns(turns: object) -> tuple[object, ...]:
+    if isinstance(turns, str):
+        return (_Turn(role="user", content=turns),)
+    try:
+        return _TURNS.validate_python(turns)
+    except ValidationError:
+        return (_Turn(role="user", content=turns),)
+
+
+def response_output(response: object) -> str | None:
+    match response:
+        case ModelResponse():
+            return json_or_none(tuple(choice.message.model_dump(exclude_none=True) for choice in response.choices))
+        case ResponsesAPIResponse():
+            return json_or_none(response.model_dump(exclude_none=True).get("output"))
+        case _:
+            return _anthropic_message_output(response)
+
+
+def _anthropic_message_output(message: object) -> str | None:
+    try:
+        parsed: Final = _AnthropicMessage.model_validate(message)
+    except ValidationError:
+        return None
+    return json_or_none((parsed.model_dump(),))
+
+
+def stream_output(chunks: Sequence[object], data: Mapping[str, object]) -> str | None:
+    if not chunks:
+        return None
+    if is_raw_sse_stream(chunks):
+        return response_output(assemble_anthropic_sse_stream(chunks))
+    if all(isinstance(chunk, ModelResponseStream) for chunk in chunks):
+        return response_output(_assembled_chat_stream(chunks, data))
+    return response_output(_completed_response(chunks))
+
+
+def _assembled_chat_stream(chunks: Sequence[object], data: Mapping[str, object]) -> object:
+    try:
+        return litellm.stream_chunk_builder(  # pyright: ignore[reportUnknownMemberType]  # upstream types chunks as a bare list
+            chunks=list(chunks),  # mutable-ok: stream_chunk_builder takes a list
+            messages=_MESSAGES.validate_python(data.get("messages")),
+        )
+    except (litellm.APIError, ValidationError):
+        return None
+
+
+def _completed_response(chunks: Sequence[object]) -> ResponsesAPIResponse | None:
+    return next((chunk.response for chunk in reversed(chunks) if isinstance(chunk, ResponseCompletedEvent)), None)
diff --git a/litellm/integrations/prometheus.py b/litellm/integrations/prometheus.py
index add91033ff3..975a9bd8639 100644
--- a/litellm/integrations/prometheus.py
+++ b/litellm/integrations/prometheus.py
@@ -8,6 +8,7 @@ import math
 import os
 import sys
 from collections.abc import Awaitable, Callable, Mapping, Sequence
+from dataclasses import replace
 from datetime import datetime, timedelta
 from typing import TYPE_CHECKING, Any, Final, Literal, Protocol, TypeVar, cast
 
@@ -58,6 +59,7 @@ from litellm.types.utils import (
 
 if TYPE_CHECKING:
     from apscheduler.schedulers.asyncio import AsyncIOScheduler
+    from prometheus_client import Gauge
     from prometheus_client.metrics import MetricWrapperBase
 
     from litellm.router import Router
@@ -476,6 +478,30 @@ class PrometheusLogger(CustomLogger):
                 labelnames=self.get_labels_for_metric("litellm_remaining_api_key_tokens_for_model"),
             )
 
+            self.litellm_api_key_rate_limit_allowed_metric = self._gauge_factory(
+                "litellm_api_key_rate_limit_allowed_metric",
+                "Configured rate limit for the API Key in the current window (rpm_limit / tpm_limit), by rate_limit_type",
+                labelnames=self.get_labels_for_metric("litellm_api_key_rate_limit_allowed_metric"),
+            )
+
+            self.litellm_api_key_rate_limit_used_metric = self._gauge_factory(
+                "litellm_api_key_rate_limit_used_metric",
+                "Requests or tokens the API Key has consumed in the current rate limit window, by rate_limit_type",
+                labelnames=self.get_labels_for_metric("litellm_api_key_rate_limit_used_metric"),
+            )
+
+            self.litellm_team_rate_limit_allowed_metric = self._gauge_factory(
+                "litellm_team_rate_limit_allowed_metric",
+                "Configured rate limit for the Team in the current window (team rpm_limit / tpm_limit), by rate_limit_type",
+                labelnames=self.get_labels_for_metric("litellm_team_rate_limit_allowed_metric"),
+            )
+
+            self.litellm_team_rate_limit_used_metric = self._gauge_factory(
+                "litellm_team_rate_limit_used_metric",
+                "Requests or tokens the Team has consumed in the current rate limit window, by rate_limit_type",
+                labelnames=self.get_labels_for_metric("litellm_team_rate_limit_used_metric"),
+            )
+
             ########################################
             # LLM API Deployment Metrics / analytics
             ########################################
@@ -1475,6 +1501,11 @@ class PrometheusLogger(CustomLogger):
             model_id=enum_values.model_id,
         )
 
+        self._set_key_and_team_rate_limit_metrics(
+            standard_logging_payload=standard_logging_payload,  # pyright: ignore[reportArgumentType]  # isinstance(dict) above narrows the TypedDict to dict[Unknown, Unknown]
+            enum_values=enum_values,
+        )
+
         # set latency metrics
         self._set_latency_metrics(
             kwargs=kwargs,
@@ -2002,17 +2033,102 @@ class PrometheusLogger(CustomLogger):
         """
         if standard_logging_payload is None:
             return None
+        return PrometheusLogger._get_int_from_v3_rate_limit_headers(
+            standard_logging_payload=standard_logging_payload,
+            header_name=f"x-ratelimit-model_per_key-remaining-{rate_limit_type}",
+        )
+
+    @staticmethod
+    def _get_int_from_v3_rate_limit_headers(
+        standard_logging_payload: StandardLoggingPayload,
+        header_name: str,
+    ) -> int | None:
         hidden_params: Final = standard_logging_payload.get("hidden_params")
         if hidden_params is None:
             return None
-        additional_headers: Final = hidden_params.get("additional_headers")
+        additional_headers: Final[Mapping[str, object] | None] = hidden_params.get("additional_headers")
         if additional_headers is None:
             return None
-        value: Final = dict(additional_headers).get(f"x-ratelimit-model_per_key-remaining-{rate_limit_type}")
+        value: Final = additional_headers.get(header_name)
         if isinstance(value, bool) or not isinstance(value, int):
             return None
         return value
 
+    def _set_key_and_team_rate_limit_metrics(
+        self,
+        standard_logging_payload: StandardLoggingPayload,
+        enum_values: UserAPIKeyLabelValues,
+    ) -> None:
+        """
+        Export the key-level and team-level RPM / TPM limit and current window
+        usage from the ``x-ratelimit-{api_key,team}-{limit,remaining}-*``
+        headers the v3 rate limiter mirrors into the logging payload. The
+        limiter already read these counters (from Redis when configured) on
+        the request path, so no extra store lookup happens here. Descriptors
+        without a configured limit emit no header, so their series is removed
+        rather than left at the value from before the limit was dropped.
+        """
+        descriptor_gauges: Final[
+            tuple[tuple[Literal["api_key", "team"], DEFINED_PROMETHEUS_METRICS, Gauge, Gauge], ...]
+        ] = (
+            (
+                "api_key",
+                "litellm_api_key_rate_limit_allowed_metric",
+                self.litellm_api_key_rate_limit_allowed_metric,
+                self.litellm_api_key_rate_limit_used_metric,
+            ),
+            (
+                "team",
+                "litellm_team_rate_limit_allowed_metric",
+                self.litellm_team_rate_limit_allowed_metric,
+                self.litellm_team_rate_limit_used_metric,
+            ),
+        )
+        for descriptor_key, metric_name, allowed_gauge, used_gauge in descriptor_gauges:
+            for rate_limit_type in ("requests", "tokens"):
+                self._set_rate_limit_allowed_and_used_gauges(
+                    standard_logging_payload=standard_logging_payload,
+                    enum_values=enum_values,
+                    descriptor_key=descriptor_key,
+                    metric_name=metric_name,
+                    allowed_gauge=allowed_gauge,
+                    used_gauge=used_gauge,
+                    rate_limit_type=rate_limit_type,
+                )
+
+    def _set_rate_limit_allowed_and_used_gauges(
+        self,
+        standard_logging_payload: StandardLoggingPayload,
+        enum_values: UserAPIKeyLabelValues,
+        descriptor_key: Literal["api_key", "team"],
+        metric_name: DEFINED_PROMETHEUS_METRICS,
+        allowed_gauge: Gauge,
+        used_gauge: Gauge,
+        rate_limit_type: Literal["requests", "tokens"],
+    ) -> None:
+        limit: Final = self._get_int_from_v3_rate_limit_headers(
+            standard_logging_payload=standard_logging_payload,
+            header_name=f"x-ratelimit-{descriptor_key}-limit-{rate_limit_type}",
+        )
+        remaining: Final = self._get_int_from_v3_rate_limit_headers(
+            standard_logging_payload=standard_logging_payload,
+            header_name=f"x-ratelimit-{descriptor_key}-remaining-{rate_limit_type}",
+        )
+        labelled_values: Final = replace(enum_values, rate_limit_type=rate_limit_type)
+        labelnames: Final = self.get_labels_for_metric(metric_name)
+        labels: Final = prometheus_label_factory(
+            supported_enum_labels=labelnames,
+            enum_values=labelled_values,
+            label_context=PrometheusLabelFactoryContext(labelled_values),
+        )
+        if limit is None or remaining is None:
+            label_values: Final = tuple(labels.get(label) for label in labelnames)
+            self._bounded_prometheus_series_tracker.remove_series(allowed_gauge, label_values)
+            self._bounded_prometheus_series_tracker.remove_series(used_gauge, label_values)
+            return
+        allowed_gauge.labels(**labels).set(limit)
+        used_gauge.labels(**labels).set(limit - remaining)
+
     def _set_virtual_key_rate_limit_metrics(
         self,
         user_api_key: str | None,
diff --git a/litellm/integrations/prometheus_helpers/bounded_prometheus_series_tracker.py b/litellm/integrations/prometheus_helpers/bounded_prometheus_series_tracker.py
index c54790b8ae7..c1ccf09d5d6 100644
--- a/litellm/integrations/prometheus_helpers/bounded_prometheus_series_tracker.py
+++ b/litellm/integrations/prometheus_helpers/bounded_prometheus_series_tracker.py
@@ -60,6 +60,10 @@ class BoundedPrometheusSeriesTracker:
                         break
                     del series[tracked_label_values]
 
+    def remove_series(self, metric: object, label_values: tuple[str | None, ...]) -> bool:
+        """Drop one child series, True when it is gone (removed or never existed)."""
+        return self._remove_metric_child(metric, label_values)
+
     def _should_run_ttl_cleanup(
         self,
         metric_name: str,
diff --git a/litellm/integrations/vector_store_integrations/vector_store_pre_call_hook.py b/litellm/integrations/vector_store_integrations/vector_store_pre_call_hook.py
index 07d4f959489..e012d35b8f3 100644
--- a/litellm/integrations/vector_store_integrations/vector_store_pre_call_hook.py
+++ b/litellm/integrations/vector_store_integrations/vector_store_pre_call_hook.py
@@ -5,6 +5,7 @@ This hook is called before making an LLM request when a vector store is configur
 It searches the vector store for relevant context and appends it to the messages.
 """
 
+from collections.abc import Awaitable, Callable
 from typing import TYPE_CHECKING, Any, Final, cast
 
 import litellm
@@ -80,10 +81,17 @@ class VectorStorePreCallHook(CustomLogger):
 
             # Get prisma_client for database fallback
             prisma_client = None
+            llm_router = None
             try:
-                from litellm.proxy.proxy_server import prisma_client as _prisma_client
+                from litellm.proxy.proxy_server import (
+                    llm_router as _llm_router,
+                )
+                from litellm.proxy.proxy_server import (
+                    prisma_client as _prisma_client,
+                )
 
                 prisma_client = _prisma_client
+                llm_router = _llm_router
             except ImportError:
                 pass
 
@@ -114,12 +122,26 @@ class VectorStorePreCallHook(CustomLogger):
                 vector_store_id = vector_store_to_run.get("vector_store_id", "")
                 custom_llm_provider = vector_store_to_run.get("custom_llm_provider")
                 litellm_params_for_vector_store = vector_store_to_run.get("litellm_params", {}) or {}
-                # Call litellm.vector_stores.search() with the required parameters
-                search_response = await litellm.vector_stores.asearch(
+                request_litellm_params = litellm_logging_obj.model_call_details.get("litellm_params", {})
+                request_metadata = (
+                    request_litellm_params.get("metadata", {}) if isinstance(request_litellm_params, dict) else {}
+                )
+                if llm_router is not None:
+                    search_function = cast(  # cast-ok: normalize router search callable
+                        Callable[..., Awaitable[VectorStoreSearchResponse]],
+                        llm_router.avector_store_search,
+                    )
+                else:
+                    search_function = cast(  # cast-ok: normalize SDK search callable
+                        Callable[..., Awaitable[VectorStoreSearchResponse]],
+                        litellm.vector_stores.asearch,
+                    )
+                search_response = await search_function(
                     **{
                         "vector_store_id": vector_store_id,
                         "query": query,
                         "custom_llm_provider": custom_llm_provider,
+                        "metadata": request_metadata,
                         **litellm_params_for_vector_store,
                     },
                 )
diff --git a/litellm/integrations/websearch_interception/handler.py b/litellm/integrations/websearch_interception/handler.py
index dc61ee38a8c..587da997f94 100644
--- a/litellm/integrations/websearch_interception/handler.py
+++ b/litellm/integrations/websearch_interception/handler.py
@@ -10,9 +10,9 @@ import asyncio
 import math
 import uuid
 from collections.abc import AsyncIterator, Mapping, Sequence
-from typing import TYPE_CHECKING, Any, Final, Literal, Never, TypedDict, TypeVar, cast
+from typing import TYPE_CHECKING, Any, Final, Literal, TypedDict, TypeVar, cast
 
-from typing_extensions import ReadOnly
+from typing_extensions import Never, ReadOnly
 
 import litellm
 from litellm._logging import verbose_logger
@@ -419,7 +419,6 @@ class WebSearchInterceptionLogger(CustomLogger):
         if call_type in (CallTypes.responses, CallTypes.aresponses):
             return self._convert_responses_tools(kwargs=kwargs, tools=tools)
 
-        # Check if any tool is a web search tool (native or already LiteLLM standard)
         has_websearch: Final = any(is_web_search_tool(t) for t in tools)
 
         if not has_websearch:
diff --git a/litellm/litellm_core_utils/get_llm_provider_logic.py b/litellm/litellm_core_utils/get_llm_provider_logic.py
index 207e024ce0b..ce51fb19970 100644
--- a/litellm/litellm_core_utils/get_llm_provider_logic.py
+++ b/litellm/litellm_core_utils/get_llm_provider_logic.py
@@ -127,7 +127,7 @@ def handle_anthropic_text_model_custom_llm_provider(
     return model, custom_llm_provider
 
 
-def declared_authenticating_provider(model: str, custom_llm_provider: str | None = None) -> str | None:
+def declared_authenticating_provider(model: str | None, custom_llm_provider: str | None = None) -> str | None:
     """The authenticating provider this pair already names, or None.
 
     get_llm_provider runs the OAuth device flow for github_copilot and chatgpt, because their
@@ -135,7 +135,7 @@ def declared_authenticating_provider(model: str, custom_llm_provider: str | None
     and for a declared pair the resolver's answer is the declaration itself, so metadata callers
     adopt the declaration instead of resolving.
     """
-    declared: Final = custom_llm_provider or model.split("/", 1)[0]
+    declared: Final = custom_llm_provider or (model.split("/", 1)[0] if model and "/" in model else None)
     return declared if declared in PROVIDERS_THAT_AUTHENTICATE_ON_PROVIDER_INFO else None
 
 
diff --git a/litellm/litellm_core_utils/get_model_cost_map.py b/litellm/litellm_core_utils/get_model_cost_map.py
index 2043a9e2f89..9cba5db8ab7 100644
--- a/litellm/litellm_core_utils/get_model_cost_map.py
+++ b/litellm/litellm_core_utils/get_model_cost_map.py
@@ -12,6 +12,7 @@ import asyncio
 import json
 import os
 import random
+import time
 from collections.abc import Awaitable, Callable
 from dataclasses import dataclass
 from datetime import datetime, timezone
@@ -154,18 +155,6 @@ class GetModelCostMap:
 
         return True
 
-    @staticmethod
-    def fetch_remote_model_cost_map(url: str, timeout: int = 5) -> dict:
-        """
-        Fetch the model cost map from a remote URL.
-
-        Returns the parsed JSON dict. Raises on network/parse errors
-        (caller is expected to handle).
-        """
-        response: Final = httpx.get(url, timeout=timeout)
-        response.raise_for_status()
-        return response.json()
-
 
 RETRYABLE_FETCH_STATUS_CODES: Final = frozenset({429, 500, 502, 503, 504})
 MODEL_COST_MAP_FETCH_MAX_ATTEMPTS: Final = 3
@@ -212,6 +201,13 @@ class _AsyncGetClient(Protocol):
     def get(self, url: str, *, timeout: float | None = None) -> Awaitable[httpx.Response]: ...
 
 
+class _SyncGetClient(Protocol):
+    def get(self, url: str, *, timeout: float | None = None) -> httpx.Response: ...
+
+
+_FetchAttemptOutcome = ModelCostMapReloaded | ModelCostMapReloadUnavailable | _FetchAttemptRetryable
+
+
 def _default_reload_client() -> _AsyncGetClient:
     from litellm.llms.custom_httpx.http_handler import get_async_httpx_client
     from litellm.types.llms.custom_http import httpxSpecialProvider
@@ -219,13 +215,30 @@ def _default_reload_client() -> _AsyncGetClient:
     return get_async_httpx_client(llm_provider=httpxSpecialProvider.ModelCostMap)
 
 
-async def _attempt_fetch(
-    client: _AsyncGetClient, url: str, timeout: int
-) -> ModelCostMapReloaded | ModelCostMapReloadUnavailable | _FetchAttemptRetryable:
+def _classify_fetch_error(error: httpx.HTTPError | httpx.InvalidURL, url: str) -> _FetchAttemptOutcome:
+    reason: Final = f"{type(error).__name__} fetching {url}: {error}"
+    if isinstance(error, (httpx.InvalidURL, httpx.UnsupportedProtocol)):
+        return ModelCostMapReloadUnavailable(reason=reason)
+    return _FetchAttemptRetryable(reason=reason, retry_after_seconds=None)
+
+
+async def _attempt_fetch(client: _AsyncGetClient, url: str, timeout: int) -> _FetchAttemptOutcome:
     try:
         response: Final = await client.get(url, timeout=timeout)
-    except httpx.HTTPError as e:
-        return _FetchAttemptRetryable(reason=f"{type(e).__name__} fetching {url}: {e}", retry_after_seconds=None)
+    except (httpx.HTTPError, httpx.InvalidURL) as e:
+        return _classify_fetch_error(e, url)
+    return _classify_fetch_response(response, url)
+
+
+def _attempt_fetch_sync(client: _SyncGetClient, url: str, timeout: int) -> _FetchAttemptOutcome:
+    try:
+        response: Final = client.get(url, timeout=timeout)
+    except (httpx.HTTPError, httpx.InvalidURL) as e:
+        return _classify_fetch_error(e, url)
+    return _classify_fetch_response(response, url)
+
+
+def _classify_fetch_response(response: httpx.Response, url: str) -> _FetchAttemptOutcome:
     if response.status_code in RETRYABLE_FETCH_STATUS_CODES:
         return _FetchAttemptRetryable(
             reason=f"HTTP {response.status_code} from {url}",
@@ -242,6 +255,22 @@ async def _attempt_fetch(
     return ModelCostMapReloaded(model_cost_map=parsed)
 
 
+def _next_retry_wait(
+    outcome: _FetchAttemptRetryable, attempt: int, max_attempts: int, rng: random.Random
+) -> float | ModelCostMapReloadUnavailable:
+    if attempt == max_attempts:
+        return ModelCostMapReloadUnavailable(reason=f"{outcome.reason} (after {max_attempts} attempts)")
+    wait_seconds: Final = _retry_wait_seconds(outcome=outcome, attempt=attempt, rng=rng)
+    verbose_logger.warning(
+        "LiteLLM: model cost map fetch attempt %d/%d failed (%s); retrying in %.1fs",
+        attempt,
+        max_attempts,
+        outcome.reason,
+        wait_seconds,
+    )
+    return wait_seconds
+
+
 async def _fetch_remote_model_cost_map_with_retry(
     url: str,
     timeout: int,
@@ -254,20 +283,32 @@ async def _fetch_remote_model_cost_map_with_retry(
         outcome = await _attempt_fetch(client=client, url=url, timeout=timeout)
         if not isinstance(outcome, _FetchAttemptRetryable):
             return outcome
-        if attempt == max_attempts:
-            return ModelCostMapReloadUnavailable(reason=f"{outcome.reason} (after {max_attempts} attempts)")
-        wait_seconds = _retry_wait_seconds(outcome=outcome, attempt=attempt, rng=rng)
-        verbose_logger.warning(
-            "LiteLLM: model cost map fetch attempt %d/%d failed (%s); retrying in %.1fs",
-            attempt,
-            max_attempts,
-            outcome.reason,
-            wait_seconds,
-        )
+        wait_seconds = _next_retry_wait(outcome=outcome, attempt=attempt, max_attempts=max_attempts, rng=rng)
+        if isinstance(wait_seconds, ModelCostMapReloadUnavailable):
+            return wait_seconds
         await sleep(wait_seconds)
     return ModelCostMapReloadUnavailable(reason="model cost map fetch failed")
 
 
+def _fetch_remote_model_cost_map_with_retry_sync(
+    url: str,
+    timeout: int,
+    max_attempts: int,
+    sleep: Callable[[float], None],
+    rng: random.Random,
+    client: _SyncGetClient,
+) -> ModelCostMapReloadResult:
+    for attempt in range(1, max_attempts + 1):
+        outcome = _attempt_fetch_sync(client=client, url=url, timeout=timeout)
+        if not isinstance(outcome, _FetchAttemptRetryable):
+            return outcome
+        wait_seconds = _next_retry_wait(outcome=outcome, attempt=attempt, max_attempts=max_attempts, rng=rng)
+        if isinstance(wait_seconds, ModelCostMapReloadUnavailable):
+            return wait_seconds
+        sleep(wait_seconds)
+    return ModelCostMapReloadUnavailable(reason="model cost map fetch failed")
+
+
 async def refetch_model_cost_map(
     url: str,
     timeout: int = 5,
@@ -423,13 +464,21 @@ def _finalize_model_cost_map(model_cost: dict) -> dict:
     return _expand_model_aliases(model_cost)
 
 
-def get_model_cost_map(url: str) -> dict:
+def get_model_cost_map(
+    url: str,
+    timeout: int = 5,
+    max_attempts: int = MODEL_COST_MAP_FETCH_MAX_ATTEMPTS,
+    sleep: Callable[[float], None] = time.sleep,
+    rng: random.Random | None = None,
+    client: "_SyncGetClient | None" = None,
+) -> dict:
     """
     Public entry point — returns the model cost map dict.
 
     1. If ``LITELLM_LOCAL_MODEL_COST_MAP`` is set, uses the local backup only.
-    2. Otherwise fetches from ``url``, validates integrity, and falls back
-       to the local backup on any failure.
+    2. Otherwise fetches from ``url``, retrying transient HTTP errors
+       (429/5xx/transport) with Retry-After-aware backoff, validates
+       integrity, and falls back to the local backup on any failure.
 
     Only the backup model count is cached (a single int) for validation.
     The full backup dict is only parsed when it must be *returned* as a
@@ -448,17 +497,24 @@ def get_model_cost_map(url: str) -> dict:
     _cost_map_source_info.url = url
     _cost_map_source_info.is_env_forced = False
 
-    try:
-        content: Final = GetModelCostMap.fetch_remote_model_cost_map(url)
-    except Exception as e:
+    result: Final = _fetch_remote_model_cost_map_with_retry_sync(
+        url=url,
+        timeout=timeout,
+        max_attempts=max_attempts,
+        sleep=sleep,
+        rng=rng if rng is not None else random.Random(),
+        client=client if client is not None else httpx,
+    )
+    if isinstance(result, ModelCostMapReloadUnavailable):
         verbose_logger.warning(
             "LiteLLM: Failed to fetch remote model cost map from %s: %s. Falling back to local backup.",
             url,
-            str(e),
+            result.reason,
         )
         _cost_map_source_info.source = "local"
-        _cost_map_source_info.fallback_reason = f"Remote fetch failed: {e}"
+        _cost_map_source_info.fallback_reason = f"Remote fetch failed: {result.reason}"
         return _finalize_model_cost_map(GetModelCostMap.load_local_model_cost_map())
+    content: Final = result.model_cost_map
 
     # Validate using cached count (cheap int comparison, no file I/O)
     if not GetModelCostMap.validate_model_cost_map(
diff --git a/litellm/litellm_core_utils/litellm_logging.py b/litellm/litellm_core_utils/litellm_logging.py
index eb223c2f988..f54eeca5178 100644
--- a/litellm/litellm_core_utils/litellm_logging.py
+++ b/litellm/litellm_core_utils/litellm_logging.py
@@ -901,6 +901,7 @@ class Logging(LiteLLMLoggingBaseClass):
         prompt_label: str | None = None,
         prompt_version: int | None = None,
         request_kwargs: dict[str, object] | None = None,  # mutable-ok: marker stamped into live request kwargs
+        injected_for_every_deployment: bool = False,
     ) -> tuple[str, list[AllMessageValues], dict]:
         from litellm.integrations.anthropic_cache_control_hook import AnthropicCacheControlHook
 
@@ -933,6 +934,7 @@ class Logging(LiteLLMLoggingBaseClass):
                 AnthropicCacheControlHook.record_gateway_injection(
                     request_kwargs,
                     AnthropicCacheControlHook.count_request_cache_breakpoints(messages) - breakpoints_before,
+                    injected_for_every_deployment=injected_for_every_deployment,
                 )
         self.messages = messages
         return model, messages, non_default_params
@@ -950,6 +952,7 @@ class Logging(LiteLLMLoggingBaseClass):
         prompt_label: str | None = None,
         prompt_version: int | None = None,
         request_kwargs: dict[str, object] | None = None,  # mutable-ok: marker stamped into live request kwargs
+        injected_for_every_deployment: bool = False,
     ) -> tuple[str, list[AllMessageValues], dict]:
         from litellm.integrations.anthropic_cache_control_hook import AnthropicCacheControlHook
 
@@ -985,6 +988,7 @@ class Logging(LiteLLMLoggingBaseClass):
                 AnthropicCacheControlHook.record_gateway_injection(
                     request_kwargs,
                     AnthropicCacheControlHook.count_request_cache_breakpoints(messages) - breakpoints_before,
+                    injected_for_every_deployment=injected_for_every_deployment,
                 )
         self.messages = messages
         return model, messages, non_default_params
@@ -2959,13 +2963,25 @@ class Logging(LiteLLMLoggingBaseClass):
                     "Model=%s not found in completion cost map. Setting 'response_cost' to None", self.model
                 )
                 self.model_call_details["response_cost"] = None
+            except Exception:  # noqa: BLE001  # cost calculation must never block later callbacks (slot release)
+                verbose_logger.exception(
+                    "Error calculating streaming response cost for model=%s. Setting 'response_cost' to None",
+                    self.model,
+                )
+                self.model_call_details["response_cost"] = None
 
             self._merge_hidden_params_from_response_into_metadata(complete_streaming_response)
 
             ## STANDARDIZED LOGGING PAYLOAD
-            self.model_call_details["standard_logging_object"] = self._build_standard_logging_payload(
-                complete_streaming_response, start_time, end_time
-            )
+            try:
+                self.model_call_details["standard_logging_object"] = self._build_standard_logging_payload(
+                    complete_streaming_response, start_time, end_time
+                )
+            except Exception:  # noqa: BLE001  # payload build must never block later callbacks (slot release)
+                verbose_logger.exception(
+                    "LiteLLM.LoggingError: [Non-Blocking] Exception building the standard logging payload "
+                    "for a streaming response; callbacks still run without it"
+                )
 
             # print standard logging payload
             if (standard_logging_payload := self.model_call_details.get("standard_logging_object")) is not None:
@@ -3005,32 +3021,39 @@ class Logging(LiteLLMLoggingBaseClass):
         ## LOGGING HOOK ##
 
         for callback in callbacks:
-            if isinstance(callback, CustomGuardrail):
-                from litellm.types.guardrails import GuardrailEventHooks
+            try:
+                if isinstance(callback, CustomGuardrail):
+                    from litellm.types.guardrails import GuardrailEventHooks
 
-                if (
-                    callback.should_run_guardrail(
-                        data=self.model_call_details,
-                        event_type=GuardrailEventHooks.logging_only,
+                    if (
+                        callback.should_run_guardrail(
+                            data=self.model_call_details,
+                            event_type=GuardrailEventHooks.logging_only,
+                        )
+                        is not True
+                    ):
+                        continue
+
+                    self.model_call_details, result = await callback.async_logging_hook(
+                        kwargs=self.model_call_details,
+                        result=result,
+                        call_type=self.call_type,
                     )
-                    is not True
-                ):
-                    continue
-
-                self.model_call_details, result = await callback.async_logging_hook(
-                    kwargs=self.model_call_details,
-                    result=result,
-                    call_type=self.call_type,
-                )
-            elif isinstance(callback, CustomLogger):
-                result = redact_message_input_output_from_custom_logger(
-                    result=result, litellm_logging_obj=self, custom_logger=callback
-                )
-                self.model_call_details, result = await callback.async_logging_hook(
-                    kwargs=self.model_call_details,
-                    result=result,
-                    call_type=self.call_type,
+                elif isinstance(callback, CustomLogger):
+                    result = redact_message_input_output_from_custom_logger(
+                        result=result, litellm_logging_obj=self, custom_logger=callback
+                    )
+                    self.model_call_details, result = await callback.async_logging_hook(
+                        kwargs=self.model_call_details,
+                        result=result,
+                        call_type=self.call_type,
+                    )
+            except Exception:  # noqa: BLE001  # one failing hook must not skip later callbacks (slot release)
+                verbose_logger.error(
+                    "LiteLLM.LoggingError: [Non-Blocking] Exception occurred in async_logging_hook %s",
+                    traceback.format_exc(),
                 )
+                self._handle_callback_failure(callback=callback)
 
         self.has_run_logging(event_type="async_success")
 
@@ -4371,13 +4394,15 @@ def _init_custom_logger_compatible_class(
             from litellm.integrations.otel.model.config import is_otel_v2_enabled
 
             if is_otel_v2_enabled():
-                from litellm.integrations.otel.logger import OpenTelemetryV2
+                from litellm.integrations.otel.logger import OpenTelemetryV2, build_otel_v2_logger
+                from litellm.integrations.otel.model.config import OpenTelemetryV2Config
 
                 for callback in _in_memory_loggers:
-                    if type(callback) is OpenTelemetryV2:
+                    if isinstance(callback, OpenTelemetryV2):
                         return callback
-                otel_logger_v2: Final = OpenTelemetryV2(
-                    **_get_custom_logger_settings_from_proxy_server(callback_name=logging_integration)
+                otel_settings: Final = _get_custom_logger_settings_from_proxy_server(callback_name=logging_integration)
+                otel_logger_v2: Final = build_otel_v2_logger(
+                    config=OpenTelemetryV2Config(**otel_settings), settings=otel_settings
                 )
                 _in_memory_loggers.append(otel_logger_v2)
                 _maybe_auto_initialize_arize_phoenix(_in_memory_loggers)
@@ -4740,7 +4765,7 @@ def _maybe_construct_otel_v2(callback_name: str, _in_memory_loggers: list[Custom
 
     if not is_otel_v2_enabled():
         return None
-    from litellm.integrations.otel.logger import OpenTelemetryV2
+    from litellm.integrations.otel.logger import OpenTelemetryV2, build_otel_v2_logger
     from litellm.integrations.otel.presets import PRESET_BY_CALLBACK
 
     preset_fn: Final = PRESET_BY_CALLBACK.get(callback_name)
@@ -4755,7 +4780,7 @@ def _maybe_construct_otel_v2(callback_name: str, _in_memory_loggers: list[Custom
         # If env vars are missing or the preset raises, defer to the legacy path
         # so customers get the same error story they had before V2 landed.
         return None
-    v2_logger: Final = OpenTelemetryV2(config=config, callback_name=callback_name)
+    v2_logger: Final = build_otel_v2_logger(config=config, callback_name=callback_name)
     _in_memory_loggers.append(v2_logger)
     return v2_logger
 
diff --git a/litellm/litellm_core_utils/llm_cost_calc/tool_call_cost_tracking.py b/litellm/litellm_core_utils/llm_cost_calc/tool_call_cost_tracking.py
index 5504756ceb8..bf99035a6b1 100644
--- a/litellm/litellm_core_utils/llm_cost_calc/tool_call_cost_tracking.py
+++ b/litellm/litellm_core_utils/llm_cost_calc/tool_call_cost_tracking.py
@@ -5,6 +5,8 @@ Helper utilities for tracking the cost of built-in tools.
 from collections.abc import Mapping
 from typing import Final, Literal
 
+from pydantic import ValidationError
+
 import litellm
 from litellm.constants import OPENAI_FILE_SEARCH_COST_PER_1K_CALLS
 from litellm.litellm_core_utils.llm_cost_calc.utils import (
@@ -13,6 +15,7 @@ from litellm.litellm_core_utils.llm_cost_calc.utils import (
 from litellm.types.llms.openai import (
     FileSearchTool,
     ResponsesAPIResponse,
+    ResponsesToolUsage,
     WebSearchOptions,
 )
 from litellm.types.utils import (
@@ -32,6 +35,17 @@ def _output_item_type(output_item: object) -> str | None:
     return item_type if isinstance(item_type, str) else None
 
 
+def _reported_web_search_requests(response_object: ResponsesAPIResponse) -> int | None:
+    tool_usage: Final = getattr(response_object, "tool_usage", None)
+    if tool_usage is None:
+        return None
+    try:
+        web_search: Final = ResponsesToolUsage.model_validate(tool_usage).web_search
+    except ValidationError:
+        return None
+    return None if web_search is None else web_search.num_requests
+
+
 def _usage_reports_server_side_web_search_calls(usage: Usage) -> bool:
     details: Final = getattr(usage, "server_side_tool_usage_details", None)
     if not isinstance(details, Mapping):
@@ -182,15 +196,19 @@ class StandardBuiltInToolCostTracking:
 
         Providers that report a request count in usage (gemini, anthropic, xai, vertex) are handled by
         get_cost_for_web_search_request and never reach here. This path prices per call, so it must count
-        the web_search_call items. Chat-completions responses only expose url_citation annotations with no
-        count, so they floor to a single billable search.
+        the web_search_call items, unless the response reports the billable count itself
+        (Bedrock's tool_usage.web_search.num_requests, which excludes open_page fetches). Chat-completions
+        responses only expose url_citation annotations with no count, so they floor to a single billable search.
         """
-        if isinstance(response_object, ResponsesAPIResponse):
-            count = sum(
-                1 for output_item in response_object.output if _output_item_type(output_item) == "web_search_call"
-            )
-            return max(count, 1)
-        return 1
+        if not isinstance(response_object, ResponsesAPIResponse):
+            return 1
+        reported: Final = _reported_web_search_requests(response_object)
+        if reported is not None:
+            return reported
+        count: Final = sum(
+            1 for output_item in response_object.output if _output_item_type(output_item) == "web_search_call"
+        )
+        return max(count, 1)
 
     @staticmethod
     def _handle_file_search_cost(
diff --git a/litellm/litellm_core_utils/llm_cost_calc/utils.py b/litellm/litellm_core_utils/llm_cost_calc/utils.py
index b34c416cd40..21587af73aa 100644
--- a/litellm/litellm_core_utils/llm_cost_calc/utils.py
+++ b/litellm/litellm_core_utils/llm_cost_calc/utils.py
@@ -428,7 +428,7 @@ def _coerce_off_peak_rate(value: object, default: float) -> float:
     return default
 
 
-def _apply_off_peak_pricing(
+def apply_off_peak_pricing(
     model_info: ModelInfo,
     current_time: datetime | None,
     prompt_base_cost: float,
@@ -462,7 +462,7 @@ def _apply_off_peak_to_base_costs(
     has no field for them.
     """
     prompt, completion, cache_creation, cache_creation_above_1hr, cache_read = base_costs
-    off_peak_prompt, off_peak_completion, off_peak_cache_read = _apply_off_peak_pricing(
+    off_peak_prompt, off_peak_completion, off_peak_cache_read = apply_off_peak_pricing(
         model_info, current_time, prompt, completion, cache_read
     )
     return (off_peak_prompt, off_peak_completion, cache_creation, cache_creation_above_1hr, off_peak_cache_read)
diff --git a/litellm/litellm_core_utils/prompt_templates/common_utils.py b/litellm/litellm_core_utils/prompt_templates/common_utils.py
index 2fca19dc8d1..17ebde83eee 100644
--- a/litellm/litellm_core_utils/prompt_templates/common_utils.py
+++ b/litellm/litellm_core_utils/prompt_templates/common_utils.py
@@ -1281,6 +1281,19 @@ def flatten_top_level_schema_combinators(schema: Mapping[str, object]) -> Mappin
     return _flatten_schema_against_root(schema, schema, frozenset(), 0, {})  # mutable-ok: fresh per-call $ref memo
 
 
+def tool_with_flattened_parameters(tool: Mapping[str, object]) -> Mapping[str, object]:
+    function: Final = tool.get("function")
+    if not isinstance(function, dict):
+        return tool
+    parameters: Final = function.get("parameters")
+    if not isinstance(parameters, dict):
+        return tool
+    flattened: Final = flatten_top_level_schema_combinators(parameters)
+    if flattened is parameters:
+        return tool
+    return {**tool, "function": {**function, "parameters": flattened}}  # mutable-ok: request tools are JSON dicts
+
+
 def _get_image_mime_type_from_url(url: str) -> str | None:
     """
     Get mime type for common image URLs
@@ -1541,6 +1554,22 @@ def with_prompt_cache_breakpoint(target: _MarkedT, marker: object) -> _MarkedT:
     return cast(_MarkedT, marked)  # cast-ok: same block shape as the input plus the marker key
 
 
+LITELLM_INTERNAL_MESSAGE_FIELDS: Final = frozenset({"thinking_blocks", "reasoning_content", "provider_specific_fields"})
+
+
+def strip_litellm_internal_message_fields(message: AllMessageValues) -> AllMessageValues:
+    """Drop the fields litellm attaches to assistant messages (e.g. when translating Anthropic thinking
+    blocks) that OpenAI-compatible endpoints with strict schemas reject as extra inputs."""
+    if LITELLM_INTERNAL_MESSAGE_FIELDS.isdisjoint(message):
+        return message
+    return cast(  # cast-ok: same TypedDict minus internal keys
+        AllMessageValues,
+        {  # mutable-ok: provider transforms mutate message dicts in place downstream
+            key: value for key, value in message.items() if key not in LITELLM_INTERNAL_MESSAGE_FIELDS
+        },
+    )
+
+
 def filter_value_from_dict(dictionary: dict, key: str, depth: int = 0) -> Any:
     """
     Filters a value from a dictionary
diff --git a/litellm/litellm_core_utils/prompt_templates/factory.py b/litellm/litellm_core_utils/prompt_templates/factory.py
index e6402e8c1bd..ba59e3fa997 100644
--- a/litellm/litellm_core_utils/prompt_templates/factory.py
+++ b/litellm/litellm_core_utils/prompt_templates/factory.py
@@ -4957,10 +4957,13 @@ def make_valid_bedrock_tool_name(input_tool_name: str) -> str:
 
 
 def add_cache_point_tool_block(tool: dict, model: str | None = None) -> BedrockToolBlock | None:
-    from litellm.llms.bedrock.common_utils import is_claude_4_5_on_bedrock
+    from litellm.llms.bedrock.common_utils import (
+        bedrock_model_accepts_cache_points,
+        is_claude_4_5_on_bedrock,
+    )
 
     cache_control: Final = tool.get("cache_control", None)
-    if cache_control is not None:
+    if cache_control is not None and bedrock_model_accepts_cache_points(model):
         cache_point: Final = cache_control.get("type", "ephemeral")
         if cache_point == "ephemeral":
             cache_point_block: Final[CachePointBlock] = {"type": "default"}
diff --git a/litellm/litellm_core_utils/secret_redaction.py b/litellm/litellm_core_utils/secret_redaction.py
index 5d5bd547d22..b62226a6a19 100644
--- a/litellm/litellm_core_utils/secret_redaction.py
+++ b/litellm/litellm_core_utils/secret_redaction.py
@@ -30,6 +30,11 @@ def _build_secret_patterns() -> "re.Pattern[str]":
         r"Basic\s+[A-Za-z0-9+/]{10,}={0,2}",
         # OpenAI / Anthropic sk- prefixed keys
         rf"sk-[A-Za-z0-9\-_]{{{MINIMUM_CUSTOM_KEY_LENGTH - len('sk-')},}}",
+        # Credentials passed as URL query params. Terminated by "&" like the key=
+        # and sig= patterns below, so the rest of the request line survives in an
+        # access log. Must precede the generic patterns to win at the same position.
+        r"(?<=[?&])(?:api[_-]?key|\w*(?:token|password|passwd|client_secret|secret_key|_secret))"
+        r"=[^\s&'\"]+",
         # Generic api_key / api-key / apikey (handles 'key': 'value' dict repr)
         r"(?:api[_-]?key)['\"]?\s*[:=]\s*['\"]?[^\s,'\"})\]{}>]{8,}",
         # x-api-key / api-key header values (handles 'key': 'value' dict repr)
@@ -45,8 +50,10 @@ def _build_secret_patterns() -> "re.Pattern[str]":
         # Word boundary prevents O(n^2) backtracking on long word-char runs.
         r"(?:^|(?<=\W))\w*(?:password|passwd|client_secret|secret_key|_secret)"
         r"['\"]?\s*[:=]\s*['\"]?[^\s,'\"})\]{}>]+",
-        # Database connection string credentials (scheme://user:pass@host)
-        r"(?<=://)[^\s'\"]*:[^\s'\"@]+(?=@)",
+        # Database connection string credentials (scheme://user:pass@host).
+        # The user half stops at the ":" separator and both halves are length-capped,
+        # so a long attacker-supplied URL cannot backtrack quadratically.
+        r"(?<=://)[^\s'\":]{0,4096}:[^\s'\"]{1,4096}(?=@)",
         # Databricks personal access tokens
         r"dapi[0-9a-f]{32}",
         # Module-level provider keys logged as litellm.<provider>_key=<value>
@@ -67,8 +74,10 @@ def _build_secret_patterns() -> "re.Pattern[str]":
         r"""['\"]?\s*[:=]\s*['\"]?[^\s,'\"})\]{}>]+""",
         # Raw JWTs (without Bearer prefix)
         r"\beyJ[A-Za-z0-9_-]{10,}\.[A-Za-z0-9_-]+\.[A-Za-z0-9_-]*",
-        # Azure SAS tokens in URLs
-        r"[?&]sig=[A-Za-z0-9%+/=]+",
+        # Azure SAS tokens in URLs. The delimiter is a lookbehind, like the
+        # `key=` pattern above, so the `?` or `&` survives and the redacted URL
+        # stays well formed (this string is often a request line in a log).
+        r"(?<=[?&])sig=[A-Za-z0-9%+/=]+",
         # Full JSON service-account blobs (single-line and multi-line)
         r'\{[^{}]*"type"\s*:\s*"service_account"[^{}]*(?:\{[^{}]*\}[^{}]*)*\}',
     ]
@@ -83,6 +92,27 @@ def redact_string(value: str) -> str:
     return _SECRET_RE.sub(_REDACTED, value)
 
 
+_UNIX_SYSTEM_PATH: Final = r"/(?:etc|var|opt|usr|home|root|private|Users|tmp|mnt|srv)/[^\s'\"\)\]}>,]+"
+_WINDOWS_DRIVE_PATH: Final = r"[A-Za-z]:\\[^\s'\"\)\]}>,]+"
+_PRIVATE_OR_LOOPBACK_IPV4: Final = (
+    r"\b(?:10(?:\.\d{1,3}){3}|172\.(?:1[6-9]|2\d|3[01])(?:\.\d{1,3}){2}|192\.168(?:\.\d{1,3}){2}|127(?:\.\d{1,3}){3})\b"
+)
+_INTERNAL_SUFFIX_HOSTNAME: Final = r"\b[A-Za-z0-9-]+(?:\.[A-Za-z0-9-]+)*\.(?:internal|local|corp|lan|intra|private)\b"
+_INTERNAL_DETAIL_RE: Final = re.compile(
+    "|".join((_UNIX_SYSTEM_PATH, _WINDOWS_DRIVE_PATH, _PRIVATE_OR_LOOPBACK_IPV4, _INTERNAL_SUFFIX_HOSTNAME)),
+    re.IGNORECASE,
+)
+_TRACEBACK_MARKER: Final = "Traceback (most recent call last):"
+
+
+def redact_internal_details(value: str) -> str:
+    """Drop an embedded traceback and scrub filesystem paths and internal hostnames,
+    on top of redact_string(). For client-facing messages only: server logs keep this detail."""
+    marker_index: Final = value.find(_TRACEBACK_MARKER)
+    without_traceback: Final = value[:marker_index].rstrip() if marker_index != -1 else value
+    return _INTERNAL_DETAIL_RE.sub(_REDACTED, redact_string(without_traceback))
+
+
 def redact_structured_value(key: str | None, value: str) -> str:
     """Scrub *value* as it appeared under *key* inside a structured record.
 
diff --git a/litellm/litellm_core_utils/streaming_chunk_builder_utils.py b/litellm/litellm_core_utils/streaming_chunk_builder_utils.py
index 3978a01a5db..0e01577b20e 100644
--- a/litellm/litellm_core_utils/streaming_chunk_builder_utils.py
+++ b/litellm/litellm_core_utils/streaming_chunk_builder_utils.py
@@ -36,6 +36,8 @@ from litellm.types.utils import (
 from litellm.utils import print_verbose, token_counter
 
 if TYPE_CHECKING:
+    from openai.types.completion_usage import CompletionUsage
+
     from litellm.litellm_core_utils.litellm_logging import Logging
     from litellm.types.litellm_core_utils.streaming_chunk_builder_utils import (
         UsagePerChunk,
@@ -794,7 +796,7 @@ class ChunkProcessor:
 
     @staticmethod
     def _extract_usage_chunk(chunk: "_UsageBearingChunk | ModelResponse | ModelResponseStream") -> Usage | None:
-        usage_chunk: Usage | None = None
+        usage_chunk: Usage | CompletionUsage | None = None
         if hasattr(chunk, "usage") and chunk.usage is not None:
             usage_chunk = chunk.usage
         elif "usage" in chunk:
@@ -806,7 +808,9 @@ class ChunkProcessor:
 
         if isinstance(usage_chunk, dict):
             return Usage(**usage_chunk)
-        return usage_chunk
+        if usage_chunk is None or isinstance(usage_chunk, Usage):
+            return usage_chunk
+        return Usage(**usage_chunk.model_dump())
 
     def _calculate_usage_per_chunk(
         self,
diff --git a/litellm/litellm_core_utils/streaming_handler.py b/litellm/litellm_core_utils/streaming_handler.py
index 480b1921c18..6ae17bac6ff 100644
--- a/litellm/litellm_core_utils/streaming_handler.py
+++ b/litellm/litellm_core_utils/streaming_handler.py
@@ -54,6 +54,7 @@ FUNCTION_CALL_ATTRIBUTE: Final = "function_call"
 _SYNC_ITER_EXHAUSTED: Final = object()
 
 _GCHUNK_FIELDS: Final[frozenset] = frozenset(GChunk.__annotations__)
+_USAGE_COST_HEADER_PROVIDERS: Final[frozenset[str]] = frozenset({LlmProviders.OPENROUTER.value})
 
 
 def _next_sync_or_exhausted(it: Any) -> object:
@@ -1886,8 +1887,8 @@ class CustomStreamWrapper:
     @staticmethod
     def _resolve_provider_reported_cost(usage_cost: object) -> float | None:
         """
-        Providers report usage.cost either as a number or, for Perplexity, as a
-        breakdown object whose total lives under ``total_cost``.
+        Providers report usage.cost either as a number or as a breakdown object
+        whose total lives under ``total_cost``.
         """
         if isinstance(usage_cost, bool):
             return None
@@ -1900,12 +1901,10 @@ class CustomStreamWrapper:
     @staticmethod
     def _propagate_usage_cost_to_hidden_params(
         response: "ModelResponse",
+        custom_llm_provider: str | None,
     ) -> None:
-        """
-        If the assembled response carries a provider-reported cost on
-        usage.cost, copy it into _hidden_params so litellm's cost
-        calculator uses it instead of a token-based estimate.
-        """
+        if custom_llm_provider not in _USAGE_COST_HEADER_PROVIDERS:
+            return
         _usage: Final[Usage | None] = getattr(response, "usage", None)
         _cost: Final = CustomStreamWrapper._resolve_provider_reported_cost(getattr(_usage, "cost", None))
         if _cost is not None:
@@ -2020,7 +2019,7 @@ class CustomStreamWrapper:
 
                 response = self.model_response_creator()
                 if complete_streaming_response is not None:
-                    self._propagate_usage_cost_to_hidden_params(complete_streaming_response)
+                    self._propagate_usage_cost_to_hidden_params(complete_streaming_response, self.custom_llm_provider)
 
                     setattr(
                         response,
@@ -2270,7 +2269,7 @@ class CustomStreamWrapper:
 
             response: Final = self.model_response_creator()
             if complete_streaming_response is not None:
-                self._propagate_usage_cost_to_hidden_params(complete_streaming_response)
+                self._propagate_usage_cost_to_hidden_params(complete_streaming_response, self.custom_llm_provider)
 
                 setattr(
                     response,
@@ -2338,6 +2337,9 @@ class CustomStreamWrapper:
         else:
             self.sent_last_chunk = True
             processed_chunk: Final = self.finish_reason_handler()
+            if self.stream_options is None:
+                usage: Final = calculate_total_usage(chunks=self.chunks)
+                processed_chunk._hidden_params["usage"] = usage  # pyright: ignore[reportPrivateUsage]  # sync parity
             # see sync __next__'s sibling branch: deliberately do NOT restore
             # here - this chunk is still this call's own data, and restoring
             # before returning it would corrupt the caller's own log
diff --git a/litellm/llms/a2a/chat/guardrail_translation/handler.py b/litellm/llms/a2a/chat/guardrail_translation/handler.py
index f1c7451796d..5c30ff4747a 100644
--- a/litellm/llms/a2a/chat/guardrail_translation/handler.py
+++ b/litellm/llms/a2a/chat/guardrail_translation/handler.py
@@ -17,7 +17,10 @@ from typing import TYPE_CHECKING, Any, Final, Optional
 from typing_extensions import ReadOnly, TypedDict
 
 from litellm._logging import verbose_proxy_logger
-from litellm.llms.base_llm.guardrail_translation.base_translation import BaseTranslation
+from litellm.llms.base_llm.guardrail_translation.base_translation import (
+    BaseTranslation,
+    StreamingScanKey,
+)
 from litellm.types.utils import GenericGuardrailAPIInputs
 
 if TYPE_CHECKING:
@@ -313,9 +316,14 @@ class A2AGuardrailHandler(BaseTranslation):
 
         return responses_so_far
 
+    def get_streaming_scan_key(self, responses_so_far: Sequence[object]) -> StreamingScanKey | None:
+        _, valid_parsed = self._parse_streaming_responses(responses_so_far)
+        combined_text, _ = self._collect_text_from_parsed_chunks(valid_parsed)
+        return StreamingScanKey(texts=(combined_text,))
+
     def _parse_streaming_responses(
         self,
-        responses_so_far: list[object],
+        responses_so_far: Sequence[object],
     ) -> tuple[list[dict[str, object] | None], list[tuple[int, dict[str, object]]]]:
         """Parse JSON-RPC items, returning aligned parsed list and valid entries."""
         parsed: Final[list[dict[str, object] | None]] = [None] * len(responses_so_far)
diff --git a/litellm/llms/anthropic/chat/guardrail_translation/handler.py b/litellm/llms/anthropic/chat/guardrail_translation/handler.py
index c7d12e5cf3a..c23797f72af 100644
--- a/litellm/llms/anthropic/chat/guardrail_translation/handler.py
+++ b/litellm/llms/anthropic/chat/guardrail_translation/handler.py
@@ -26,7 +26,10 @@ from litellm.llms.anthropic.experimental_pass_through.adapters.transformation im
     LiteLLMAnthropicMessagesAdapter,
     is_provider_native_tool_dict,
 )
-from litellm.llms.base_llm.guardrail_translation.base_translation import BaseTranslation
+from litellm.llms.base_llm.guardrail_translation.base_translation import (
+    BaseTranslation,
+    StreamingScanKey,
+)
 from litellm.llms.base_llm.guardrail_translation.utils import (
     anthropic_tool_name,
     anthropic_tool_names,
@@ -36,6 +39,7 @@ from litellm.llms.base_llm.guardrail_translation.utils import (
     merge_guardrailed_scoped_messages,
     merge_returned_tools_into_request_tools,
     scoped_structured_message_indices,
+    stream_item_fingerprint,
 )
 from litellm.proxy.pass_through_endpoints.llm_provider_handlers.anthropic_passthrough_logging_handler import (
     AnthropicPassthroughLoggingHandler,
@@ -1176,6 +1180,25 @@ class AnthropicMessagesHandler(BaseTranslation):
             inputs["model"] = response_model
         return inputs
 
+    def get_streaming_scan_key(self, responses_so_far: Sequence[object]) -> StreamingScanKey | None:
+        stream_ended: Final = self._check_streaming_has_ended(responses_so_far)
+        return StreamingScanKey(
+            texts=(self.get_streaming_string_so_far(responses_so_far),),
+            tool_calls=self._streamed_tool_use_fingerprints(responses_so_far) if stream_ended else (),
+            stream_ended=stream_ended,
+        )
+
+    @classmethod
+    def _streamed_tool_use_fingerprints(cls, responses_so_far: Sequence[object]) -> tuple[str, ...]:
+        return tuple(
+            stream_item_fingerprint(block)
+            for item in responses_so_far
+            for event in cls._iter_sse_events(item)
+            if event.get("type") == "content_block_start"
+            and isinstance(block := event.get("content_block"), Mapping)
+            and block.get("type") == "tool_use"
+        )
+
     def get_streaming_string_so_far(self, responses_so_far: Sequence[object]) -> str:
         """
         Parse streaming responses and extract accumulated text content.
diff --git a/litellm/llms/anthropic/chat/transformation.py b/litellm/llms/anthropic/chat/transformation.py
index aa805ccea71..5f7ac73c919 100644
--- a/litellm/llms/anthropic/chat/transformation.py
+++ b/litellm/llms/anthropic/chat/transformation.py
@@ -1565,6 +1565,9 @@ class AnthropicConfig(AnthropicModelInfo, BaseConfig):
                         optional_params.pop("thinking", None)
                 else:
                     optional_params["thinking"] = value
+                    AnthropicModelInfo.translate_legacy_thinking_for_adaptive_model(
+                        model=model, optional_params=optional_params, custom_llm_provider=self._resolved_provider
+                    )
             elif param == "reasoning_effort":
                 # Accept both string ("low") and dict ({"effort": "low",
                 # "summary": "concise"}). The Responses->Chat parser keeps the
diff --git a/litellm/llms/anthropic/common_utils.py b/litellm/llms/anthropic/common_utils.py
index c60ebd844ba..6079b709bcc 100644
--- a/litellm/llms/anthropic/common_utils.py
+++ b/litellm/llms/anthropic/common_utils.py
@@ -13,7 +13,12 @@ import httpx
 from pydantic import BaseModel, ConfigDict, TypeAdapter, ValidationError
 
 import litellm
-from litellm.constants import DEFAULT_MODEL_CREATED_AT_TIME
+from litellm.constants import (
+    DEFAULT_MODEL_CREATED_AT_TIME,
+    DEFAULT_REASONING_EFFORT_HIGH_THINKING_BUDGET,
+    DEFAULT_REASONING_EFFORT_MEDIUM_THINKING_BUDGET,
+    DEFAULT_REASONING_EFFORT_XHIGH_THINKING_BUDGET,
+)
 from litellm.litellm_core_utils.prompt_templates.common_utils import (
     get_file_ids_from_messages,
 )
@@ -534,6 +539,51 @@ class AnthropicModelInfo(BaseLLMModelInfo):
         )
         optional_params.pop("thinking", None)
 
+    @staticmethod
+    def translate_legacy_thinking_for_adaptive_model(
+        model: str,
+        optional_params: MutableMapping[str, object],  # mutable-ok: in-place out-param like the sibling helpers
+        custom_llm_provider: str,
+    ) -> None:
+        """Translate legacy ``thinking.type=enabled`` to adaptive for the
+        adaptive-thinking models that reject it (4.7+ and the 5 families).
+        Models flagged ``supports_legacy_thinking`` (the 4.6 family) accept the
+        legacy shape natively, so it is forwarded verbatim and the caller's
+        ``budget_tokens`` cap keeps applying. Caller-provided
+        ``output_config.effort`` is never overridden.
+        """
+        if not AnthropicModelInfo._is_adaptive_thinking_model(model, custom_llm_provider):
+            return
+        if AnthropicModelInfo._supports_legacy_thinking(model, custom_llm_provider):
+            return
+        thinking: Final = optional_params.get("thinking")
+        if not isinstance(thinking, dict) or thinking.get("type") != "enabled":
+            return
+
+        effort: Final = AnthropicModelInfo._legacy_budget_to_effort(
+            model=model,
+            budget_tokens=int(thinking.get("budget_tokens") or 0),
+            custom_llm_provider=custom_llm_provider,
+        )
+        existing_output_config: Final = optional_params.get("output_config")
+        optional_params["thinking"] = {"type": "adaptive"}
+        optional_params["output_config"] = {
+            "effort": effort,
+            **(existing_output_config if isinstance(existing_output_config, dict) else MappingProxyType({})),
+        }
+
+    @staticmethod
+    def _legacy_budget_to_effort(model: str, budget_tokens: int, custom_llm_provider: str) -> str:
+        if budget_tokens >= DEFAULT_REASONING_EFFORT_XHIGH_THINKING_BUDGET and (
+            AnthropicModelInfo._supports_model_capability(model, "supports_xhigh_reasoning_effort", custom_llm_provider)
+        ):
+            return "xhigh"
+        if budget_tokens >= DEFAULT_REASONING_EFFORT_HIGH_THINKING_BUDGET:
+            return "high"
+        if budget_tokens >= DEFAULT_REASONING_EFFORT_MEDIUM_THINKING_BUDGET:
+            return "medium"
+        return "low"
+
     def is_effort_used(
         self,
         optional_params: dict | None,
@@ -1361,6 +1411,97 @@ def flatten_unencrypted_web_search_results_in_anthropic_messages(  # mutable-ok:
     return [_flatten_web_search_results_in_message(m) for m in messages]  # mutable-ok: JSON wire format
 
 
+def _normalized_cache_control(cache_control: object) -> dict[str, str] | None:  # mutable-ok: JSON wire format
+    if not isinstance(cache_control, Mapping):
+        return None
+    cache_type: Final = cache_control.get("type")
+    return {"type": cache_type if isinstance(cache_type, str) else "ephemeral"}  # mutable-ok: JSON wire format
+
+
+def _with_portable_cache_control(block: Mapping[str, object]) -> dict[str, object]:  # mutable-ok: JSON wire format
+    if "cache_control" not in block:
+        return dict(block)  # mutable-ok: JSON wire format
+    normalized: Final = _normalized_cache_control(block["cache_control"])
+    rest: Final = {key: value for key, value in block.items() if key != "cache_control"}  # mutable-ok: JSON wire format
+    return rest if normalized is None else {**rest, "cache_control": normalized}  # mutable-ok: JSON wire format
+
+
+def _with_portable_cache_control_in_blocks(blocks: object) -> object:
+    if isinstance(blocks, str) or not isinstance(blocks, Sequence):
+        return blocks
+    return [  # mutable-ok: JSON wire format
+        _with_portable_cache_control(block) if isinstance(block, Mapping) else block for block in blocks
+    ]
+
+
+def _with_portable_cache_control_in_content_block(block: object) -> object:
+    if not isinstance(block, Mapping):
+        return block
+    portable: Final = _with_portable_cache_control(block)
+    if portable.get("type") != "tool_result" or "content" not in portable:
+        return portable
+    return {  # mutable-ok: JSON wire format
+        **portable,
+        "content": _with_portable_cache_control_in_blocks(portable["content"]),
+    }
+
+
+def _with_portable_cache_control_in_message(message: object) -> object:
+    if not isinstance(message, Mapping) or "content" not in message:
+        return message
+    content: Final = message["content"]
+    if isinstance(content, str) or not isinstance(content, Sequence):
+        return message
+    return {  # mutable-ok: JSON wire format
+        **message,
+        "content": [  # mutable-ok: JSON wire format
+            _with_portable_cache_control_in_content_block(block) for block in content
+        ],
+    }
+
+
+def _with_portable_cache_control_in_messages(messages: object) -> object:
+    if isinstance(messages, str) or not isinstance(messages, Sequence):
+        return messages
+    return [  # mutable-ok: JSON wire format
+        _with_portable_cache_control_in_message(message) for message in messages
+    ]
+
+
+def _with_portable_cache_control_in_scoped_value(key: str, value: object) -> object:
+    match key:
+        case "system" | "tools":
+            return _with_portable_cache_control_in_blocks(value)
+        case "messages":
+            return _with_portable_cache_control_in_messages(value)
+        case _:
+            return value
+
+
+def normalize_cache_control_in_anthropic_payload(
+    payload: Mapping[str, object],
+) -> dict[str, object]:  # mutable-ok: JSON wire format
+    """
+    Return a copy of an Anthropic /v1/messages payload with every
+    ``cache_control`` entry reduced to ``{"type": <its type, or "ephemeral">}``
+    at the places the Messages API defines it: the request itself, system
+    blocks, tools, message content blocks, and ``tool_result`` content blocks.
+    Application data such as ``tool_use.input`` and tool ``input_schema`` is
+    never touched, even when it happens to contain a ``cache_control`` key.
+
+    Anthropic itself accepts prompt-caching extensions such as ``ttl``, but
+    strict non-Anthropic implementations of the Messages API validate the field
+    literally and reject the whole request (``cache_control.ttl: 1h is not
+    supported``, ``cache_control.type is required``), which 400s clients like
+    Claude Code that send cache hints. Non-dict ``cache_control`` values are
+    dropped entirely. The caller's payload is never mutated.
+    """
+    portable: Final = _with_portable_cache_control(payload)
+    return {  # mutable-ok: JSON wire format
+        key: _with_portable_cache_control_in_scoped_value(key, value) for key, value in portable.items()
+    }
+
+
 def process_anthropic_headers(headers: httpx.Headers | dict) -> dict:
     openai_headers: Final = {}
     if "anthropic-ratelimit-requests-limit" in headers:
@@ -1378,31 +1519,38 @@ def process_anthropic_headers(headers: httpx.Headers | dict) -> dict:
     return additional_headers
 
 
-def _anthropic_model_entry(model: ModelInfoResponse, created_at: str) -> Mapping[str, object]:
+def _anthropic_model_entry(
+    model: ModelInfoResponse, created_at: str, display_names: Mapping[str, str]
+) -> Mapping[str, object]:
     return {  # mutable-ok: JSON response body, serialized by the route and never mutated
         "type": "model",
         "id": model["id"],
-        "display_name": model["id"],
+        "display_name": display_names.get(model["id"], model["id"]),
         "created_at": created_at,
         "max_input_tokens": model.get("max_input_tokens"),
         "max_tokens": model.get("max_output_tokens"),
     }
 
 
-def create_anthropic_model_list_response(models: Sequence[ModelInfoResponse]) -> Mapping[str, object]:
+def create_anthropic_model_list_response(
+    models: Sequence[ModelInfoResponse],
+    display_names: Mapping[str, str] = MappingProxyType({}),
+) -> Mapping[str, object]:
     """Build the Anthropic-native /v1/models envelope.
 
     Clients that send an anthropic-version header parse the Anthropic Models API
     shape (type/display_name/created_at plus has_more/first_id/last_id) and filter
     the list themselves, so every model is returned here. The token limits carry
     over from the OpenAI-shaped listing, named as the Messages API names them, and
-    are always present because the vendor shape declares them nullable, not optional
+    are always present because the vendor shape declares them nullable, not optional.
+    display_names maps a listed model id to a configured human-readable name; ids
+    without an entry fall back to the id itself, matching the vendor behavior
     """
     created_at: Final = (
         datetime.fromtimestamp(DEFAULT_MODEL_CREATED_AT_TIME, tz=timezone.utc).isoformat().replace("+00:00", "Z")
     )
     data: Final = [  # mutable-ok: JSON response body, serialized by the route and never mutated
-        _anthropic_model_entry(model, created_at) for model in models
+        _anthropic_model_entry(model, created_at, display_names) for model in models
     ]
     return {  # mutable-ok: JSON response body, serialized by the route and never mutated
         "data": data,
diff --git a/litellm/llms/anthropic/experimental_pass_through/messages/handler.py b/litellm/llms/anthropic/experimental_pass_through/messages/handler.py
index 69985bcdaa3..b82903d6f87 100644
--- a/litellm/llms/anthropic/experimental_pass_through/messages/handler.py
+++ b/litellm/llms/anthropic/experimental_pass_through/messages/handler.py
@@ -99,6 +99,10 @@ def _deployment_passes_through_anthropic_messages(model_info: object) -> bool:
     return isinstance(supported_endpoints, (list, tuple)) and "/v1/messages" in supported_endpoints
 
 
+def _deployment_supports_cache_control_ttl(model_info: object) -> bool:
+    return isinstance(model_info, dict) and model_info.get("cache_control_ttl") is True
+
+
 ####### ENVIRONMENT VARIABLES ###################
 # Initialize any necessary instances or variables here
 base_llm_http_handler = BaseLLMHTTPHandler()
@@ -568,7 +572,9 @@ def anthropic_messages_handler(
             OpenAILikeAnthropicMessagesConfig,
         )
 
-        anthropic_messages_provider_config = OpenAILikeAnthropicMessagesConfig()
+        anthropic_messages_provider_config = OpenAILikeAnthropicMessagesConfig(
+            cache_control_ttl=_deployment_supports_cache_control_ttl(kwargs.get("model_info")),
+        )
     if anthropic_messages_provider_config is None:
         # Route to Responses API for OpenAI / Azure, chat/completions for everything else.
         if _should_route_to_responses_api(custom_llm_provider, original_model, model):
diff --git a/litellm/llms/anthropic/experimental_pass_through/messages/streaming_iterator.py b/litellm/llms/anthropic/experimental_pass_through/messages/streaming_iterator.py
index 45c7825344b..66e36dab2ba 100644
--- a/litellm/llms/anthropic/experimental_pass_through/messages/streaming_iterator.py
+++ b/litellm/llms/anthropic/experimental_pass_through/messages/streaming_iterator.py
@@ -86,22 +86,41 @@ def _decoded_sse_data_line(line: bytes) -> object | None:
         return None
 
 
-def _anthropic_error_event_payload(chunk: object) -> Mapping[str, object] | None:
+def _anthropic_event_payload(chunk: object, event_type: str) -> Mapping[str, object] | None:
     if isinstance(chunk, dict):
-        return chunk if chunk.get("type") == "error" else None
+        return chunk if chunk.get("type") == event_type else None
     if isinstance(chunk, (bytes, bytearray)):
         decoded_lines: Final = (_decoded_sse_data_line(line) for line in chunk.splitlines())
         return next(
             (
                 candidate
                 for candidate in decoded_lines
-                if isinstance(candidate, dict) and candidate.get("type") == "error"
+                if isinstance(candidate, dict) and candidate.get("type") == event_type
             ),
             None,
         )
     return None
 
 
+def _anthropic_error_event_payload(chunk: object) -> Mapping[str, object] | None:
+    return _anthropic_event_payload(chunk, "error")
+
+
+def parse_anthropic_refusal_stop_details(chunk: object) -> Mapping[str, object] | None:
+    """
+    Return the ``stop_details`` object of an Anthropic SSE ``message_delta``
+    chunk whose delta carries ``stop_reason: "refusal"`` (a safeguard refusal:
+    https://platform.claude.com/docs/en/build-with-claude/refusals-and-fallback),
+    or None for any other chunk, a plain refusal without ``stop_details`` included.
+    """
+    payload: Final = _anthropic_event_payload(chunk, "message_delta")
+    delta: Final = payload.get("delta") if payload is not None else None
+    if not isinstance(delta, dict) or delta.get("stop_reason") != "refusal":
+        return None
+    stop_details: Final = delta.get("stop_details")
+    return stop_details if isinstance(stop_details, dict) else None
+
+
 def _anthropic_error_body(chunk: object) -> Mapping[str, object] | None:
     """Return the ``error`` object of an Anthropic SSE ``event: error`` chunk, or None."""
     payload: Final = _anthropic_error_event_payload(chunk)
diff --git a/litellm/llms/anthropic/experimental_pass_through/messages/transformation.py b/litellm/llms/anthropic/experimental_pass_through/messages/transformation.py
index 3d62b8b4784..988f81c9eb4 100644
--- a/litellm/llms/anthropic/experimental_pass_through/messages/transformation.py
+++ b/litellm/llms/anthropic/experimental_pass_through/messages/transformation.py
@@ -3,11 +3,6 @@ from typing import Any, Final
 
 import httpx
 
-from litellm.constants import (
-    DEFAULT_REASONING_EFFORT_HIGH_THINKING_BUDGET,
-    DEFAULT_REASONING_EFFORT_MEDIUM_THINKING_BUDGET,
-    DEFAULT_REASONING_EFFORT_XHIGH_THINKING_BUDGET,
-)
 from litellm.exceptions import AuthenticationError
 from litellm.litellm_core_utils.litellm_logging import Logging as LiteLLMLoggingObj
 from litellm.litellm_core_utils.litellm_logging import verbose_logger
@@ -400,46 +395,6 @@ class AnthropicMessagesConfig(BaseAnthropicMessagesConfig):
             existing_output_config.setdefault("effort", mapped_effort)
             optional_params["output_config"] = existing_output_config
 
-    @staticmethod
-    def _translate_legacy_thinking_for_adaptive_model(
-        model: str, optional_params: dict, custom_llm_provider: str
-    ) -> None:
-        """Translate legacy ``thinking.type=enabled`` to adaptive for the
-        adaptive-thinking models that reject it (4.7+ and the 5 families).
-        Models flagged ``supports_legacy_thinking`` (the 4.6 family) accept the
-        legacy shape natively, so it is forwarded verbatim and the caller's
-        ``budget_tokens`` cap keeps applying. Caller-provided
-        ``output_config.effort`` is never overridden.
-        """
-        from litellm.llms.anthropic.chat.transformation import AnthropicConfig
-
-        if not AnthropicModelInfo._is_adaptive_thinking_model(model, custom_llm_provider):
-            return
-        if AnthropicModelInfo._supports_legacy_thinking(model, custom_llm_provider):
-            return
-        thinking: Final = optional_params.get("thinking")
-        if not isinstance(thinking, dict) or thinking.get("type") != "enabled":
-            return
-
-        budget: Final = int(thinking.get("budget_tokens") or 0)
-        if budget >= DEFAULT_REASONING_EFFORT_XHIGH_THINKING_BUDGET and (
-            AnthropicConfig._supports_effort_level(model, "xhigh", custom_llm_provider)
-        ):
-            effort = "xhigh"
-        elif budget >= DEFAULT_REASONING_EFFORT_HIGH_THINKING_BUDGET:
-            effort = "high"
-        elif budget >= DEFAULT_REASONING_EFFORT_MEDIUM_THINKING_BUDGET:
-            effort = "medium"
-        else:
-            effort = "low"
-
-        optional_params["thinking"] = {"type": "adaptive"}
-        existing_output_config = optional_params.get("output_config")
-        if not isinstance(existing_output_config, dict):
-            existing_output_config = {}
-        existing_output_config.setdefault("effort", effort)
-        optional_params["output_config"] = existing_output_config
-
     @staticmethod
     def _translate_adaptive_effort_for_non_adaptive_model(
         model: str, optional_params: dict, max_tokens: int | None, custom_llm_provider: str
@@ -606,7 +561,7 @@ class AnthropicMessagesConfig(BaseAnthropicMessagesConfig):
             custom_llm_provider=self._resolved_provider,
         )
 
-        self._translate_legacy_thinking_for_adaptive_model(
+        AnthropicModelInfo.translate_legacy_thinking_for_adaptive_model(
             model=model,
             optional_params=anthropic_messages_optional_request_params,
             custom_llm_provider=self._resolved_provider,
diff --git a/litellm/llms/anthropic/experimental_pass_through/messages/utils.py b/litellm/llms/anthropic/experimental_pass_through/messages/utils.py
index 02d82887dde..9deff950724 100644
--- a/litellm/llms/anthropic/experimental_pass_through/messages/utils.py
+++ b/litellm/llms/anthropic/experimental_pass_through/messages/utils.py
@@ -1,11 +1,40 @@
+from collections.abc import Mapping
 from functools import lru_cache
-from typing import Any, Final, cast, get_type_hints
+from typing import TYPE_CHECKING, Any, Final, cast, get_type_hints
 
 from litellm.types.llms.anthropic import AnthropicMessagesRequestOptionalParams
 from litellm.types.llms.anthropic_messages.anthropic_response import (
     AnthropicMessagesResponse,
 )
 
+if TYPE_CHECKING:
+    from litellm.exceptions import ContentPolicyViolationError
+
+
+def get_safeguard_refusal_stop_details(response: object) -> Mapping[str, Any] | None:
+    """
+    Return the ``stop_details`` of an Anthropic Messages response refused by a
+    safeguard (``stop_reason: "refusal"`` carrying ``stop_details``:
+    https://platform.claude.com/docs/en/build-with-claude/refusals-and-fallback),
+    or None for any other response, a plain refusal without ``stop_details`` included.
+    """
+    if not isinstance(response, dict) or response.get("stop_reason") != "refusal":
+        return None
+    stop_details: Final = response.get("stop_details")
+    return stop_details if isinstance(stop_details, dict) else None
+
+
+def safeguard_refusal_error(model: str, stop_details: Mapping[str, object]) -> "ContentPolicyViolationError":
+    """The exception a safeguard-refused Anthropic response converts into so the
+    content-policy fallback chain can re-dispatch it."""
+    from litellm.exceptions import ContentPolicyViolationError
+
+    return ContentPolicyViolationError(
+        message=f"Anthropic safeguard refusal (category: {stop_details.get('category')}).",
+        model=model,
+        llm_provider="anthropic",
+    )
+
 
 @lru_cache(maxsize=1)
 def _anthropic_messages_optional_param_keys() -> frozenset[str]:
@@ -100,14 +129,12 @@ def mock_response(
             model=model,
         )
     return AnthropicMessagesResponse(
-        **{
-            "content": [{"text": mock_response, "type": "text"}],
-            "id": "msg_013Zva2CMHLNnXjNJJKqJ2EF",
-            "model": "claude-sonnet-4-20250514",
-            "role": "assistant",
-            "stop_reason": "end_turn",
-            "stop_sequence": None,
-            "type": "message",
-            "usage": {"input_tokens": 2095, "output_tokens": 503},
-        }
+        content=[{"text": mock_response, "type": "text"}],
+        id="msg_013Zva2CMHLNnXjNJJKqJ2EF",
+        model="claude-sonnet-4-20250514",
+        role="assistant",
+        stop_reason="end_turn",
+        stop_sequence=None,
+        type="message",
+        usage={"input_tokens": 2095, "output_tokens": 503},
     )
diff --git a/litellm/llms/azure/chat/gpt_transformation.py b/litellm/llms/azure/chat/gpt_transformation.py
index 2df4ab731ab..0ac0662205a 100644
--- a/litellm/llms/azure/chat/gpt_transformation.py
+++ b/litellm/llms/azure/chat/gpt_transformation.py
@@ -1,3 +1,5 @@
+from collections.abc import Mapping
+from types import MappingProxyType
 from typing import TYPE_CHECKING, Any, Final
 
 from httpx._models import Headers, Response
@@ -6,6 +8,7 @@ import litellm
 from litellm.litellm_core_utils.prompt_templates.common_utils import (
     drop_tool_reference_parts_from_tool_messages,
     hoist_images_from_tool_messages,
+    tool_with_flattened_parameters,
 )
 from litellm.litellm_core_utils.prompt_templates.factory import (
     convert_to_azure_openai_messages,
@@ -32,6 +35,19 @@ else:
     LoggingClass = Any
 
 
+_NO_TOOLS_UPDATE: Final[Mapping[str, object]] = MappingProxyType({})
+
+
+def flattened_tools_update(optional_params: Mapping[str, object]) -> Mapping[str, object]:
+    tools: Final = optional_params.get("tools")
+    if not isinstance(tools, list):
+        return _NO_TOOLS_UPDATE
+    flattened: Final = [  # mutable-ok: request tools are a JSON list
+        tool_with_flattened_parameters(tool) if isinstance(tool, dict) else tool for tool in tools
+    ]
+    return MappingProxyType({"tools": flattened})
+
+
 class AzureOpenAIConfig(BaseConfig):
     """
     Reference: https://learn.microsoft.com/en-us/azure/ai-services/openai/reference#chat-completions
@@ -261,6 +277,7 @@ class AzureOpenAIConfig(BaseConfig):
             "model": model,
             "messages": azure_messages,
             **optional_params,
+            **flattened_tools_update(optional_params),
         }
 
     def transform_response(
diff --git a/litellm/llms/azure/chat/o_series_transformation.py b/litellm/llms/azure/chat/o_series_transformation.py
index 6cbd91bab5d..246bf69cb5f 100644
--- a/litellm/llms/azure/chat/o_series_transformation.py
+++ b/litellm/llms/azure/chat/o_series_transformation.py
@@ -20,6 +20,7 @@ from litellm.types.llms.openai import AllMessageValues
 from litellm.utils import get_model_info, supports_reasoning
 
 from ...openai.chat.o_series_transformation import OpenAIOSeriesConfig
+from .gpt_transformation import flattened_tools_update
 
 
 class AzureOpenAIO1Config(OpenAIOSeriesConfig):
@@ -108,4 +109,8 @@ class AzureOpenAIO1Config(OpenAIOSeriesConfig):
         headers: dict,
     ) -> dict:
         model = model.replace("o_series/", "")  # handle o_series/my-random-deployment-name
-        return super().transform_request(model, messages, optional_params, litellm_params, headers)
+        flattened_params: Final = {  # mutable-ok: transform_request's contract takes a plain JSON params dict
+            **optional_params,
+            **flattened_tools_update(optional_params),
+        }
+        return super().transform_request(model, messages, flattened_params, litellm_params, headers)
diff --git a/litellm/llms/azure_ai/anthropic/transformation.py b/litellm/llms/azure_ai/anthropic/transformation.py
index c5053448627..864d2134a84 100644
--- a/litellm/llms/azure_ai/anthropic/transformation.py
+++ b/litellm/llms/azure_ai/anthropic/transformation.py
@@ -17,13 +17,14 @@ def _promote_extra_body_to_optional_params(optional_params: dict) -> None:
     ``output_config`` get auto-routed into ``extra_body`` by
     ``add_provider_specific_params_to_optional_params``. For the Azure→Anthropic
     route those keys must reach the request body and be validated, so promote
-    them. ``setdefault`` keeps explicit top-level values authoritative.
+    them. The caller's values overwrite mapped top-level duplicates, matching
+    the native ``anthropic`` provider, where the same passthrough lands on
+    top-level ``optional_params`` after mapping.
     """
     extra_body: Final = optional_params.get("extra_body")
     if not isinstance(extra_body, dict) or not extra_body:
         return
-    for k, v in extra_body.items():
-        optional_params.setdefault(k, v)
+    optional_params.update(extra_body)
     optional_params.pop("extra_body", None)
 
 
diff --git a/litellm/llms/azure_ai/chat/transformation.py b/litellm/llms/azure_ai/chat/transformation.py
index 7fe9d3dec52..f2d405e9a17 100644
--- a/litellm/llms/azure_ai/chat/transformation.py
+++ b/litellm/llms/azure_ai/chat/transformation.py
@@ -15,6 +15,7 @@ from litellm.litellm_core_utils.prompt_templates.common_utils import (
     filter_value_from_dict,
 )
 from litellm.llms.azure.common_utils import BaseAzureLLM
+from litellm.llms.azure_ai.common_utils import is_foundry_model_inference_base
 from litellm.llms.base_llm.chat.transformation import LiteLLMLoggingObj
 from litellm.llms.openai.common_utils import drop_params_from_unprocessable_entity_error
 from litellm.llms.openai.openai import OpenAIConfig
@@ -207,20 +208,18 @@ class AzureAIStudioConfig(OpenAIConfig):
                 message["content"] = texts
         return stripped_messages
 
-    def _is_azure_openai_model(self, model: str, api_base: str | None) -> bool:
-        try:
-            if "/" in model:
-                model = model.split("/", 1)[1]
-            if (
-                model in litellm.open_ai_chat_completion_models
-                or model in litellm.open_ai_text_completion_models
-                or model in litellm.open_ai_embedding_models
-            ):
-                return True
+    def _is_foundry_model_inference_base(self, api_base: str) -> bool:
+        return is_foundry_model_inference_base(api_base)
 
-        except Exception:
+    def _is_azure_openai_model(self, model: str, api_base: str | None) -> bool:
+        if api_base is None or self._is_foundry_model_inference_base(api_base):
             return False
-        return False
+        stripped_model: Final = model.split("/", 1)[1] if "/" in model else model
+        return (
+            stripped_model in litellm.open_ai_chat_completion_models
+            or stripped_model in litellm.open_ai_text_completion_models
+            or stripped_model in litellm.open_ai_embedding_models
+        )
 
     def _get_openai_compatible_provider_info(
         self,
diff --git a/litellm/llms/azure_ai/common_utils.py b/litellm/llms/azure_ai/common_utils.py
index 26a90157455..aa34bab5b2e 100644
--- a/litellm/llms/azure_ai/common_utils.py
+++ b/litellm/llms/azure_ai/common_utils.py
@@ -1,5 +1,6 @@
 from collections.abc import Mapping
 from typing import Final, Literal
+from urllib.parse import urlparse
 
 import litellm
 from litellm.llms.base_llm.base_utils import BaseLLMModelInfo, BaseTokenCounter
@@ -10,6 +11,14 @@ from litellm.types.router import GenericLiteLLMParams
 AzureAIApiKeyHeader = Literal["Authorization", "api-key", "Api-Key", "Ocp-Apim-Subscription-Key"]
 
 
+def is_foundry_model_inference_base(api_base: str) -> bool:
+    parsed: Final = urlparse(api_base)
+    host: Final = parsed.hostname
+    if host is None or not host.endswith(".services.ai.azure.com"):
+        return False
+    return "/openai/deployments" not in parsed.path
+
+
 def get_azure_ai_entra_token(litellm_params: Mapping[str, object] | None = None) -> str | None:
     """
     Resolve an Entra ID / OAuth access token for an Azure AI Foundry deployment.
diff --git a/litellm/llms/azure_ai/embed/handler.py b/litellm/llms/azure_ai/embed/handler.py
index 65c3997c099..c65edbf56e6 100644
--- a/litellm/llms/azure_ai/embed/handler.py
+++ b/litellm/llms/azure_ai/embed/handler.py
@@ -1,8 +1,10 @@
 from typing import Final
+from urllib.parse import urlsplit, urlunsplit
 
 from openai import OpenAI
 
 import litellm
+from litellm.llms.azure_ai.common_utils import is_foundry_model_inference_base
 from litellm.llms.custom_httpx.http_handler import (
     AsyncHTTPHandler,
     HTTPHandler,
@@ -16,6 +18,16 @@ from litellm.utils import convert_to_model_response_object
 from .cohere_transformation import AzureAICohereConfig
 
 
+def _foundry_models_route_base(api_base: str | None) -> str | None:
+    if api_base is None or not is_foundry_model_inference_base(api_base):
+        return api_base
+    parts: Final = urlsplit(api_base)
+    path: Final = parts.path.rstrip("/")
+    if path.endswith("/models"):
+        return api_base
+    return urlunsplit((parts.scheme, parts.netloc, f"{path}/models", parts.query, parts.fragment))
+
+
 class AzureAIEmbedding(OpenAIChatCompletion):
     def _process_response(
         self,
@@ -214,6 +226,7 @@ class AzureAIEmbedding(OpenAIChatCompletion):
 
         assemble result in-order, and return
         """
+        resolved_api_base: Final = _foundry_models_route_base(api_base)
         if aembedding is True:
             return self.async_embedding(
                 model,
@@ -223,7 +236,7 @@ class AzureAIEmbedding(OpenAIChatCompletion):
                 model_response,
                 optional_params,
                 api_key,
-                api_base,
+                resolved_api_base,
                 client,
             )
 
@@ -245,7 +258,7 @@ class AzureAIEmbedding(OpenAIChatCompletion):
                 model_response=model_response,
                 optional_params=optional_params,
                 api_key=api_key,
-                api_base=api_base,
+                api_base=resolved_api_base,
                 client=client,
             )
 
@@ -262,7 +275,7 @@ class AzureAIEmbedding(OpenAIChatCompletion):
                 model_response,
                 optional_params,
                 api_key,
-                api_base,
+                resolved_api_base,
                 client=(client if client is not None and isinstance(client, OpenAI) else None),
                 aembedding=aembedding,
                 shared_session=shared_session,
diff --git a/litellm/llms/azure_ai/vector_stores/transformation.py b/litellm/llms/azure_ai/vector_stores/transformation.py
index 5e61d0a1dd9..7638229bc32 100644
--- a/litellm/llms/azure_ai/vector_stores/transformation.py
+++ b/litellm/llms/azure_ai/vector_stores/transformation.py
@@ -1,10 +1,15 @@
+from __future__ import annotations
+
+from collections.abc import Mapping, Sequence
 from typing import TYPE_CHECKING, Any, Final
 
 import httpx
 
-import litellm
 from litellm.llms.azure.common_utils import BaseAzureLLM
-from litellm.llms.base_llm.vector_store.transformation import BaseVectorStoreConfig
+from litellm.llms.base_llm.vector_store.transformation import (
+    BaseQueryEmbeddingVectorStoreConfig,
+    VectorStoreEmbeddingExecutor,
+)
 from litellm.types.router import GenericLiteLLMParams
 from litellm.types.vector_stores import (
     BaseVectorStoreAuthCredentials,
@@ -25,7 +30,7 @@ else:
     LiteLLMLoggingObj = Any
 
 
-class AzureAIVectorStoreConfig(BaseVectorStoreConfig, BaseAzureLLM):
+class AzureAIVectorStoreConfig(BaseQueryEmbeddingVectorStoreConfig, BaseAzureLLM):
     """
     Configuration for Azure AI Search Vector Store
 
@@ -109,82 +114,71 @@ class AzureAIVectorStoreConfig(BaseVectorStoreConfig, BaseAzureLLM):
     def transform_search_vector_store_request(
         self,
         vector_store_id: str,
-        query: str | list[str],
+        query: str | Sequence[str],
         vector_store_search_optional_params: VectorStoreSearchOptionalRequestParams,
         api_base: str,
         litellm_logging_obj: LiteLLMLoggingObj,
-        litellm_params: dict,
-        extra_body: dict[str, Any] | None = None,
-    ) -> tuple[str, dict[str, Any]]:
-        """
-        Transform search request for Azure AI Search API
+        litellm_params: Mapping[str, object],
+        extra_body: Mapping[str, object] | None = None,
+        embedding_executor: VectorStoreEmbeddingExecutor | None = None,
+    ) -> tuple[str, dict[str, object]]:
+        query_text: Final = self.query_text(query)
+        query_vector: Final = self.embed_query(query_text, litellm_params, embedding_executor)
+        return self._search_request(
+            vector_store_id,
+            query_text,
+            query_vector,
+            vector_store_search_optional_params,
+            api_base,
+            litellm_logging_obj,
+            litellm_params,
+        )
 
-        Generates embeddings using litellm.embeddings and constructs Azure AI Search request
-        """
-        # Convert query to string if it's a list
-        if isinstance(query, list):
-            query = " ".join(query)
+    async def atransform_search_vector_store_request(
+        self,
+        vector_store_id: str,
+        query: str | Sequence[str],
+        vector_store_search_optional_params: VectorStoreSearchOptionalRequestParams,
+        api_base: str,
+        litellm_logging_obj: LiteLLMLoggingObj,
+        litellm_params: Mapping[str, object],
+        extra_body: Mapping[str, object] | None = None,
+        embedding_executor: VectorStoreEmbeddingExecutor | None = None,
+    ) -> tuple[str, dict[str, object]]:
+        query_text: Final = self.query_text(query)
+        query_vector: Final = await self.aembed_query(query_text, litellm_params, embedding_executor)
+        return self._search_request(
+            vector_store_id,
+            query_text,
+            query_vector,
+            vector_store_search_optional_params,
+            api_base,
+            litellm_logging_obj,
+            litellm_params,
+        )
 
-        # Get embedding model from litellm_params (required)
-        embedding_model: Final = litellm_params.get("litellm_embedding_model")
-        if not embedding_model:
-            raise ValueError(
-                "embedding_model is required in litellm_params for Azure AI Search. "
-                "Example: litellm_params['embedding_model'] = 'azure/text-embedding-3-large'"
-            )
-
-        embedding_config: Final = litellm_params.get("litellm_embedding_config", {})
-        if not embedding_config:
-            raise ValueError(
-                "embedding_config is required in litellm_params for Azure AI Search. "
-                "Example: litellm_params['embedding_config'] = {'api_base': 'https://krris-mh44uf7y-eastus2.cognitiveservices.azure.com/', 'api_key': 'os.environ/AZURE_API_KEY', 'api_version': '2025-09-01'}"
-            )
-
-        # Get vector field name (defaults to contentVector)
+    @staticmethod
+    def _search_request(
+        vector_store_id: str,
+        query_text: str,
+        query_vector: Sequence[float],
+        vector_store_search_optional_params: VectorStoreSearchOptionalRequestParams,
+        api_base: str,
+        litellm_logging_obj: LiteLLMLoggingObj,
+        litellm_params: Mapping[str, object],
+    ) -> tuple[str, dict[str, object]]:
         vector_field: Final = litellm_params.get("azure_search_vector_field", "contentVector")
-
-        # Get top_k (number of results to return)
         top_k: Final = vector_store_search_optional_params.get("top_k", 10)
-
-        # Generate embedding for the query using litellm.embeddings
-        try:
-            embedding_response: Final = litellm.embedding(
-                model=embedding_model,
-                input=[query],
-                **embedding_config,
-            )
-            query_vector: Final = embedding_response.data[0]["embedding"]
-        except Exception as e:
-            raise Exception(f"Failed to generate embedding for query: {e}")
-
-        # Azure AI Search endpoint for search
-        index_name: Final = vector_store_id  # vector_store_id is the index name
-        url: Final = f"{api_base}/indexes/{index_name}/docs/search?api-version=2024-07-01"
-
-        # Build the request body for Azure AI Search with vector search
-        request_body: Final = {
-            "search": "*",  # Get all documents (filtered by vector similarity)
-            "vectorQueries": [
-                {
-                    "vector": query_vector,
-                    "fields": vector_field,
-                    "kind": "vector",
-                    "k": top_k,  # Number of nearest neighbors to return
-                }
-            ],
-            "select": "id,content",  # Fields to return (customize based on schema)
+        litellm_logging_obj.model_call_details["input"] = query_text
+        litellm_logging_obj.model_call_details["embedding_model"] = litellm_params.get("litellm_embedding_model")
+        litellm_logging_obj.model_call_details["top_k"] = top_k
+        return f"{api_base}/indexes/{vector_store_id}/docs/search?api-version=2024-07-01", {
+            "search": "*",
+            "vectorQueries": [{"vector": query_vector, "fields": vector_field, "kind": "vector", "k": top_k}],
+            "select": "id,content",
             "top": top_k,
         }
 
-        #########################################################
-        # Update logging object with details of the request
-        #########################################################
-        litellm_logging_obj.model_call_details["input"] = query
-        litellm_logging_obj.model_call_details["embedding_model"] = embedding_model
-        litellm_logging_obj.model_call_details["top_k"] = top_k
-
-        return url, request_body
-
     def transform_search_vector_store_response(
         self, response: httpx.Response, litellm_logging_obj: LiteLLMLoggingObj
     ) -> VectorStoreSearchResponse:
diff --git a/litellm/llms/base_llm/files/azure_blob_storage_backend.py b/litellm/llms/base_llm/files/azure_blob_storage_backend.py
index e22cf528856..a192226110c 100644
--- a/litellm/llms/base_llm/files/azure_blob_storage_backend.py
+++ b/litellm/llms/base_llm/files/azure_blob_storage_backend.py
@@ -7,16 +7,36 @@ to reuse all authentication and Azure Storage operations.
 """
 
 import time
+from pathlib import Path
 from typing import Final
 from urllib.parse import quote, urlparse
 
 from litellm._logging import verbose_logger
 from litellm._uuid import uuid
 from litellm.integrations.azure_storage.azure_storage import AzureBlobStorageLogger
+from litellm.proxy.common_utils.path_utils import safe_filename
 
 from .storage_backend import BaseFileStorageBackend
 
 
+def _safe_basename(original_filename: str) -> str:
+    try:
+        return safe_filename(original_filename)
+    except ValueError:
+        return "file"
+
+
+def _safe_extension(original_filename: str) -> str:
+    """The extension off a basename, with no path separators or traversal sequences.
+
+    original_filename.split(".")[-1] does not parse path structure, so a filename
+    like "a.jsonl/../../etc/cron.d/x" would put "../../etc/cron.d/x" straight into
+    the blob path built below. Path.suffix only ever looks at the last path
+    component, so routing through safe_filename() first closes that off.
+    """
+    return Path(_safe_basename(original_filename)).suffix.lstrip(".")
+
+
 class AzureBlobStorageBackend(BaseFileStorageBackend, AzureBlobStorageLogger):
     """
     Azure Blob Storage backend implementation.
@@ -81,16 +101,15 @@ class AzureBlobStorageBackend(BaseFileStorageBackend, AzureBlobStorageLogger):
     def _generate_file_name(self, original_filename: str, file_naming_strategy: str) -> str:
         """Generate file name based on naming strategy."""
         if file_naming_strategy == "original_filename":
-            # Use original filename, but sanitize it
-            return quote(original_filename, safe="")
+            return quote(_safe_basename(original_filename), safe="")
         elif file_naming_strategy == "timestamp":
             # Use timestamp
-            extension = original_filename.split(".")[-1] if "." in original_filename else ""
+            extension = _safe_extension(original_filename)
             timestamp: Final = int(time.time() * 1000)  # milliseconds
             return f"{timestamp}.{extension}" if extension else str(timestamp)
         else:  # default to "uuid"
             # Use UUID
-            extension = original_filename.split(".")[-1] if "." in original_filename else ""
+            extension = _safe_extension(original_filename)
             file_uuid: Final = str(uuid.uuid4())
             return f"{file_uuid}.{extension}" if extension else file_uuid
 
diff --git a/litellm/llms/base_llm/guardrail_translation/base_translation.py b/litellm/llms/base_llm/guardrail_translation/base_translation.py
index b07a6b986d7..b28daf73bc4 100644
--- a/litellm/llms/base_llm/guardrail_translation/base_translation.py
+++ b/litellm/llms/base_llm/guardrail_translation/base_translation.py
@@ -35,6 +35,22 @@ class StreamTransformSink:
     holdback_per_choice: dict[int, int] = field(default_factory=dict)
 
 
+@dataclass(frozen=True, slots=True)
+class StreamingScanKey:
+    """What a streaming guardrail round would hand to ``apply_guardrail``. Two keys
+    compare equal when the round would scan the same content again; ``stream_ended``
+    stays out of the comparison and only says whether the handler is on its
+    end-of-stream path, where an empty payload is still scanned today."""
+
+    texts: tuple[str, ...]
+    tool_calls: tuple[str, ...] = ()
+    stream_ended: bool = field(default=False, compare=False)
+
+    @property
+    def has_nothing_to_scan(self) -> bool:
+        return not self.stream_ended and not any(self.texts) and not self.tool_calls
+
+
 class BaseTranslation(ABC):
     @staticmethod
     def transform_user_api_key_dict_to_metadata(
@@ -151,12 +167,15 @@ class BaseTranslation(ABC):
         """
         return responses_so_far
 
+    def get_streaming_scan_key(self, responses_so_far: Sequence[object]) -> StreamingScanKey | None:
+        return None
+
     def build_block_sse_chunks(
         self,
         exc: "ModifyResponseException",
         stream_started: bool = False,
-        responses_so_far: list[Any] | None = None,
-    ) -> list[bytes] | None:
+        responses_so_far: Sequence[Any] | None = None,
+    ) -> Sequence[bytes] | None:
         """
         Build the streaming chunks that deliver a guardrail block message and
         cleanly terminate the stream in this provider's wire format.
diff --git a/litellm/llms/base_llm/guardrail_translation/utils.py b/litellm/llms/base_llm/guardrail_translation/utils.py
index f09ee210e6c..8dee262001d 100644
--- a/litellm/llms/base_llm/guardrail_translation/utils.py
+++ b/litellm/llms/base_llm/guardrail_translation/utils.py
@@ -4,6 +4,8 @@ import json
 from collections.abc import Callable, Iterator, Sequence
 from typing import Any, Final, TypeVar
 
+from pydantic import BaseModel
+
 from litellm.types.llms.anthropic_messages.anthropic_response import AnthropicUsage
 from litellm.types.llms.openai import AllMessageValues, ResponseAPIUsage
 
@@ -124,6 +126,71 @@ def blocked_responses_api_usage(original_response: object) -> ResponseAPIUsage:
     )
 
 
+def stream_item_field(item: object, field: str) -> object | None:
+    if isinstance(item, dict):
+        return item.get(field)
+    return getattr(item, field, None)
+
+
+def stream_item_fingerprint(item: object) -> str:
+    plain: Final = item.model_dump() if isinstance(item, BaseModel) else item
+    return json.dumps(plain, sort_keys=True, default=str)
+
+
+def stream_item_items(item: object, field: str) -> tuple[object, ...]:
+    value: Final = stream_item_field(item, field)
+    return tuple(value) if isinstance(value, (list, tuple)) else ()
+
+
+def blocked_chat_stream_usage(original_response: object) -> tuple[int, int]:
+    """
+    ``(prompt_tokens, completion_tokens)`` for a synthetic guardrail-blocked
+    chat completions stream.
+
+    A mid-stream block carries the chunks received so far as a list; real usage
+    rides on the final chunk when the upstream sent one
+    (``stream_options.include_usage``). Non-list originals defer to
+    ``blocked_response_usage``.
+    """
+    if not isinstance(original_response, list):
+        usage: Final = blocked_response_usage(original_response)
+        return usage.get("input_tokens", 0), usage.get("output_tokens", 0)
+    usage_obj: Final = next(
+        (
+            chunk_usage
+            for item in reversed(original_response)
+            if (chunk_usage := stream_item_field(item, "usage")) is not None
+        ),
+        None,
+    )
+    return (
+        _usage_tokens(usage_obj, "prompt_tokens", "input_tokens"),
+        _usage_tokens(usage_obj, "completion_tokens", "output_tokens"),
+    )
+
+
+def blocked_responses_stream_usage(original_response: object) -> ResponseAPIUsage:
+    """
+    ``ResponseAPIUsage`` for a synthetic guardrail-blocked /v1/responses stream.
+
+    A mid-stream block carries the events received so far as a list; real usage
+    rides on the ``response.completed`` event's response when the upstream sent
+    one. Non-list originals defer to ``blocked_responses_api_usage``.
+    """
+    if not isinstance(original_response, list):
+        return blocked_responses_api_usage(original_response)
+    completed: Final = next(
+        (
+            response
+            for item in reversed(original_response)
+            if stream_item_field(item, "type") == "response.completed"
+            and (response := stream_item_field(item, "response")) is not None
+        ),
+        None,
+    )
+    return blocked_responses_api_usage(completed)
+
+
 def effective_skip_system_message_for_guardrail(guardrail_to_apply: Any) -> bool:
     per: Final = getattr(guardrail_to_apply, "skip_system_message_in_guardrail", None)
     if per is not None:
diff --git a/litellm/llms/base_llm/vector_store/transformation.py b/litellm/llms/base_llm/vector_store/transformation.py
index 02a51a8bace..c8d2b7fe522 100644
--- a/litellm/llms/base_llm/vector_store/transformation.py
+++ b/litellm/llms/base_llm/vector_store/transformation.py
@@ -1,10 +1,16 @@
+from __future__ import annotations
+
 from abc import abstractmethod
 from collections.abc import Mapping, Sequence
-from typing import TYPE_CHECKING, Any, NoReturn
+from dataclasses import dataclass
+from types import MappingProxyType
+from typing import TYPE_CHECKING, Any, Final, NoReturn, Protocol, runtime_checkable
 
 import httpx
+from pydantic import TypeAdapter
 
 from litellm.types.router import GenericLiteLLMParams
+from litellm.types.utils import EmbeddingResponse
 from litellm.types.vector_stores import (
     VECTOR_STORE_OPENAI_PARAMS,
     BaseVectorStoreAuthCredentials,
@@ -17,6 +23,7 @@ from litellm.types.vector_stores import (
 
 if TYPE_CHECKING:
     from litellm.litellm_core_utils.litellm_logging import Logging as _LiteLLMLoggingObj
+    from litellm.router import Router
 
     from ..chat.transformation import BaseLLMException as _BaseLLMException
 
@@ -27,6 +34,92 @@ else:
     BaseLLMException = Any
 
 
+@runtime_checkable
+class VectorStoreEmbeddingExecutor(Protocol):
+    def embed(self, model: str, query: str, configuration: Mapping[str, object]) -> EmbeddingResponse: ...
+
+    async def aembed(self, model: str, query: str, configuration: Mapping[str, object]) -> EmbeddingResponse: ...
+
+
+@dataclass(frozen=True, slots=True)
+class LiteLLMVectorStoreEmbeddingExecutor:
+    def embed(self, model: str, query: str, configuration: Mapping[str, object]) -> EmbeddingResponse:
+        import litellm
+
+        return litellm.embedding(  # pyright: ignore[reportCallIssue, reportUnknownMemberType, reportUnknownVariableType]  # provider kwargs are intentionally dynamic
+            model=model,
+            input=[query],  # mutable-ok: LiteLLM embedding requires a mutable input list
+            **dict(configuration),  # pyright: ignore[reportArgumentType]  # provider-specific embedding config is validated downstream  # mutable-ok: kwargs require a concrete dict
+        )
+
+    async def aembed(self, model: str, query: str, configuration: Mapping[str, object]) -> EmbeddingResponse:
+        import litellm
+
+        return await litellm.aembedding(  # pyright: ignore[reportUnknownMemberType]  # provider kwargs are intentionally dynamic
+            model=model,
+            input=[query],  # mutable-ok: LiteLLM embedding requires a mutable input list
+            **dict(configuration),  # pyright: ignore[reportArgumentType]  # provider-specific embedding config is validated downstream  # mutable-ok: kwargs require a concrete dict
+        )
+
+
+_REQUEST_METADATA: Final = TypeAdapter(dict[str, object])
+
+
+def vector_store_request_metadata(kwargs: Mapping[str, object]) -> Mapping[str, object]:
+    litellm_metadata: Final = kwargs.get("litellm_metadata")
+    if isinstance(litellm_metadata, dict):
+        return _REQUEST_METADATA.validate_python(litellm_metadata)
+    metadata: Final = kwargs.get("metadata")
+    if isinstance(metadata, dict):
+        return _REQUEST_METADATA.validate_python(metadata)
+    return MappingProxyType({})
+
+
+@dataclass(frozen=True, slots=True)
+class RouterVectorStoreEmbeddingExecutor:
+    router: Router
+    metadata: Mapping[str, object]
+
+    def _embedding_kwargs(self, configuration: Mapping[str, object]) -> Mapping[str, object]:
+        configured_metadata: Final = configuration.get("metadata")
+        metadata: Final = {
+            **(configured_metadata if isinstance(configured_metadata, Mapping) else {}),
+            **self.metadata,
+        }
+        return {
+            **{key: value for key, value in configuration.items() if key not in ("input", "metadata", "model")},
+            "metadata": metadata,
+        }
+
+    def _router_serves(self, model: str) -> bool:
+        team_id: Final = self.metadata.get("user_api_key_team_id")
+        resolved: Final = self.router.resolved_litellm_models(model, team_id if isinstance(team_id, str) else None)
+        deployment_models: Final = (
+            deployment.get("litellm_params", {}).get("model") for deployment in self.router.get_model_list() or ()
+        )
+        return bool(resolved) or model in deployment_models
+
+    def embed(self, model: str, query: str, configuration: Mapping[str, object]) -> EmbeddingResponse:
+        embedding_kwargs: Final = self._embedding_kwargs(configuration)
+        if not self._router_serves(model):
+            return LiteLLMVectorStoreEmbeddingExecutor().embed(model, query, embedding_kwargs)
+        return self.router.embedding(  # pyright: ignore[reportUnknownMemberType]  # Router embedding input retains a legacy untyped list
+            model=model,
+            input=[query],  # mutable-ok: Router embedding requires a mutable input list
+            **embedding_kwargs,  # pyright: ignore[reportArgumentType]  # provider kwargs are intentionally dynamic
+        )
+
+    async def aembed(self, model: str, query: str, configuration: Mapping[str, object]) -> EmbeddingResponse:
+        embedding_kwargs: Final = self._embedding_kwargs(configuration)
+        if not self._router_serves(model):
+            return await LiteLLMVectorStoreEmbeddingExecutor().aembed(model, query, embedding_kwargs)
+        return await self.router.aembedding(  # pyright: ignore[reportUnknownMemberType]  # Router embedding input retains a legacy untyped list
+            model=model,
+            input=[query],  # mutable-ok: Router embedding requires a mutable input list
+            **embedding_kwargs,  # pyright: ignore[reportArgumentType]  # provider kwargs are intentionally dynamic
+        )
+
+
 class BaseVectorStoreConfig:
     def get_supported_openai_params(self, model: str) -> list[VECTOR_STORE_OPENAI_PARAMS]:
         return []
@@ -157,6 +250,111 @@ class BaseVectorStoreConfig:
         return 0.0, 0.0
 
 
+_EMPTY_EMBEDDING_CONFIGURATION: Final[Mapping[str, object]] = MappingProxyType({})
+_QUERY_VECTOR: Final = TypeAdapter(list[float])
+
+
+class BaseQueryEmbeddingVectorStoreConfig(BaseVectorStoreConfig):
+    @abstractmethod
+    def transform_search_vector_store_request(
+        self,
+        vector_store_id: str,
+        query: str | Sequence[str],
+        vector_store_search_optional_params: VectorStoreSearchOptionalRequestParams,
+        api_base: str,
+        litellm_logging_obj: LiteLLMLoggingObj,
+        litellm_params: Mapping[str, object],
+        extra_body: Mapping[str, object] | None = None,
+        embedding_executor: VectorStoreEmbeddingExecutor | None = None,
+    ) -> tuple[str, dict[str, object]]:
+        pass
+
+    async def atransform_search_vector_store_request(
+        self,
+        vector_store_id: str,
+        query: str | Sequence[str],
+        vector_store_search_optional_params: VectorStoreSearchOptionalRequestParams,
+        api_base: str,
+        litellm_logging_obj: LiteLLMLoggingObj,
+        litellm_params: Mapping[str, object],
+        extra_body: Mapping[str, object] | None = None,
+        embedding_executor: VectorStoreEmbeddingExecutor | None = None,
+    ) -> tuple[str, dict[str, object]]:
+        return self.transform_search_vector_store_request(
+            vector_store_id=vector_store_id,
+            query=query,
+            vector_store_search_optional_params=vector_store_search_optional_params,
+            api_base=api_base,
+            litellm_logging_obj=litellm_logging_obj,
+            litellm_params=litellm_params,
+            extra_body=extra_body,
+            embedding_executor=embedding_executor,
+        )
+
+    @staticmethod
+    def query_text(query: str | Sequence[str]) -> str:
+        return query if isinstance(query, str) else " ".join(query)
+
+    @staticmethod
+    def query_embedding_model(litellm_params: Mapping[str, object]) -> str:
+        embedding_model: Final = litellm_params.get("litellm_embedding_model")
+        if isinstance(embedding_model, str) and embedding_model:
+            return embedding_model
+        raise ValueError(
+            "litellm_embedding_model is required in litellm_params for this vector store. "
+            "Example: litellm_params['litellm_embedding_model'] = 'openai/text-embedding-3-small'"
+        )
+
+    @staticmethod
+    def query_embedding_configuration(litellm_params: Mapping[str, object]) -> Mapping[str, object]:
+        configuration: Final = litellm_params.get("litellm_embedding_config")
+        if isinstance(configuration, Mapping):
+            return {str(key): value for key, value in configuration.items()}  # pyright: ignore[reportUnknownVariableType, reportUnknownArgumentType]  # litellm_params is an untyped dict, keys are re-validated as str here
+        return _EMPTY_EMBEDDING_CONFIGURATION
+
+    @staticmethod
+    def query_embedding_executor(
+        embedding_executor: VectorStoreEmbeddingExecutor | None,
+        router: Router | None,
+        request_metadata: Mapping[str, object] = MappingProxyType({}),
+    ) -> VectorStoreEmbeddingExecutor:
+        if embedding_executor is not None:
+            return embedding_executor
+        if router is not None:
+            return RouterVectorStoreEmbeddingExecutor(router=router, metadata=request_metadata)
+        return LiteLLMVectorStoreEmbeddingExecutor()
+
+    def embed_query(
+        self,
+        query_text: str,
+        litellm_params: Mapping[str, object],
+        embedding_executor: VectorStoreEmbeddingExecutor | None,
+    ) -> Sequence[float]:
+        model: Final = self.query_embedding_model(litellm_params)
+        configuration: Final = self.query_embedding_configuration(litellm_params)
+        executor: Final = self.query_embedding_executor(embedding_executor, None)
+        try:
+            response: Final = executor.embed(model, query_text, configuration)
+        except Exception as e:
+            raise Exception(f"Failed to generate embedding for query: {e}")
+        return _QUERY_VECTOR.validate_python(response.data[0]["embedding"])  # pyright: ignore[reportUnknownMemberType]  # EmbeddingResponse.data is an untyped list, the vector is validated here
+
+    async def aembed_query(
+        self,
+        query_text: str,
+        litellm_params: Mapping[str, object],
+        embedding_executor: VectorStoreEmbeddingExecutor | None,
+    ) -> Sequence[float]:
+        model: Final = self.query_embedding_model(litellm_params)
+        configuration: Final = self.query_embedding_configuration(litellm_params)
+        executor: Final = self.query_embedding_executor(embedding_executor, None)
+        try:
+            response: Final = await executor.aembed(model, query_text, configuration)
+        except Exception as e:
+            raise Exception(f"Failed to generate embedding for query: {e}")
+        return _QUERY_VECTOR.validate_python(response.data[0]["embedding"])  # pyright: ignore[reportUnknownMemberType]  # EmbeddingResponse.data is an untyped list, the vector is validated here
+
+
 class BaseDirectVectorStoreConfig(BaseVectorStoreConfig):
     """
     Base config for vector store providers whose datastore has no HTTP API
@@ -172,6 +370,7 @@ class BaseDirectVectorStoreConfig(BaseVectorStoreConfig):
         vector_store_search_optional_params: VectorStoreSearchOptionalRequestParams,
         litellm_logging_obj: LiteLLMLoggingObj,
         litellm_params: Mapping[str, object],
+        embedding_executor: VectorStoreEmbeddingExecutor | None = None,
         timeout: float | httpx.Timeout | None = None,
     ) -> VectorStoreSearchResponse:
         pass
@@ -184,6 +383,7 @@ class BaseDirectVectorStoreConfig(BaseVectorStoreConfig):
         vector_store_search_optional_params: VectorStoreSearchOptionalRequestParams,
         litellm_logging_obj: LiteLLMLoggingObj,
         litellm_params: Mapping[str, object],
+        embedding_executor: VectorStoreEmbeddingExecutor | None = None,
         timeout: float | httpx.Timeout | None = None,
     ) -> VectorStoreSearchResponse:
         pass
diff --git a/litellm/llms/bedrock/base_aws_llm.py b/litellm/llms/bedrock/base_aws_llm.py
index 852cfaa24f2..1e634ced29b 100644
--- a/litellm/llms/bedrock/base_aws_llm.py
+++ b/litellm/llms/bedrock/base_aws_llm.py
@@ -1442,7 +1442,7 @@ class BaseAWSLLM:
     @tracer.wrap()
     def get_request_headers(
         self,
-        credentials: Credentials,
+        credentials: Credentials | None,
         aws_region_name: str,
         extra_headers: dict | None,
         endpoint_url: str,
@@ -1469,9 +1469,13 @@ class BaseAWSLLM:
             try:
                 from botocore.auth import SigV4Auth
                 from botocore.awsrequest import AWSRequest
+                from botocore.exceptions import NoCredentialsError
             except ImportError:
                 raise ImportError("Missing boto3 to call bedrock. Run 'pip install boto3'.")
 
+            if credentials is None:
+                raise NoCredentialsError()
+
             # Filter headers for AWS signature calculation
             # AWS SigV4 only includes specific headers in signature calculation
             aws_signature_headers: Final = self._filter_headers_for_aws_signature(headers)
diff --git a/litellm/llms/bedrock/chat/converse_handler.py b/litellm/llms/bedrock/chat/converse_handler.py
index ca5f1298360..7d5f99ca893 100644
--- a/litellm/llms/bedrock/chat/converse_handler.py
+++ b/litellm/llms/bedrock/chat/converse_handler.py
@@ -1,4 +1,6 @@
 import json
+from collections.abc import Mapping
+from types import MappingProxyType
 from typing import Any, Final
 
 import httpx
@@ -24,6 +26,22 @@ from ..common_utils import BedrockError, _get_all_bedrock_regions
 from .invoke_handler import AWSEventStreamDecoder, MockResponseIterator, make_call
 
 
+def _sigv4_principal(credentials: Credentials | None) -> Mapping[str, str]:
+    if credentials is None:
+        return MappingProxyType({})
+    return MappingProxyType(
+        {
+            key: value
+            for key, value in (
+                ("aws_access_key_id", credentials.access_key),
+                ("aws_secret_access_key", credentials.secret_key),
+                ("aws_session_token", credentials.token),
+            )
+            if value is not None
+        }
+    )
+
+
 def make_sync_call(
     client: HTTPHandler | None,
     api_base: str,
@@ -95,7 +113,7 @@ class BedrockConverseLLM(BaseAWSLLM):
         stream,
         optional_params: dict,
         litellm_params: dict,
-        credentials: Credentials,
+        credentials: Credentials | None,
         logger_fn=None,
         headers={},
         client: AsyncHTTPHandler | None = None,
@@ -167,7 +185,7 @@ class BedrockConverseLLM(BaseAWSLLM):
         stream,
         optional_params: dict,
         litellm_params: dict,
-        credentials: Credentials,
+        credentials: Credentials | None,
         logger_fn=None,
         headers: dict = {},
         client: AsyncHTTPHandler | None = None,
@@ -331,7 +349,7 @@ class BedrockConverseLLM(BaseAWSLLM):
 
         litellm_params["aws_region_name"] = aws_region_name  # [DO NOT DELETE] important for async calls
 
-        credentials: Final[Credentials] = self.get_credentials(
+        credentials: Final[Credentials | None] = self.get_credentials(
             aws_access_key_id=aws_access_key_id,
             aws_secret_access_key=aws_secret_access_key,
             aws_session_token=aws_session_token,
@@ -368,19 +386,13 @@ class BedrockConverseLLM(BaseAWSLLM):
         # The Rust core owns the whole call for the subset it accepts. Ask
         # before transforming so whichever path runs emits pre_call once, and
         # hand down the credentials, region and endpoint this handler already
-        # resolved so both paths sign as the same principal.
+        # resolved so both paths sign as the same principal. Bearer-token auth
+        # resolves no SigV4 principal at all, and each path reads that token
+        # itself.
         rust_optional_params: Final = {  # mutable-ok: json.dumps in the bridge rejects a mappingproxy
             **optional_params,
-            **{  # mutable-ok: merged into its mutable parent above
-                key: value
-                for key, value in (
-                    ("aws_access_key_id", credentials.access_key),
-                    ("aws_secret_access_key", credentials.secret_key),
-                    ("aws_session_token", credentials.token),
-                    ("aws_region_name", aws_region_name),
-                )
-                if value is not None
-            },
+            **_sigv4_principal(credentials),
+            "aws_region_name": aws_region_name,
         }
         serves_via_rust: Final = rust_chat_completions_accepts(
             model=model,
diff --git a/litellm/llms/bedrock/chat/converse_transformation.py b/litellm/llms/bedrock/chat/converse_transformation.py
index 7fefeaeaf04..e097805f54a 100644
--- a/litellm/llms/bedrock/chat/converse_transformation.py
+++ b/litellm/llms/bedrock/chat/converse_transformation.py
@@ -87,6 +87,7 @@ from ..common_utils import (
     BedrockError,
     BedrockModelInfo,
     bedrock_converse_supports_parallel_tool_use_config,
+    bedrock_model_accepts_cache_points,
     get_anthropic_beta_from_headers,
     get_bedrock_tool_name,
     is_bedrock_application_inference_profile_arn,
@@ -942,6 +943,9 @@ class AmazonConverseConfig(BaseConfig):
                         litellm.verbose_logger.warning(DROP_UNSUPPORTED_ADAPTIVE_THINKING_WARNING, model)
                 else:
                     optional_params["thinking"] = value
+                    AnthropicModelInfo.translate_legacy_thinking_for_adaptive_model(
+                        model=model, optional_params=optional_params, custom_llm_provider="bedrock"
+                    )
             elif param == "reasoning_effort" and isinstance(value, str):
                 self._handle_reasoning_effort_parameter(
                     model=model, reasoning_effort=value, optional_params=optional_params
@@ -1149,7 +1153,7 @@ class AmazonConverseConfig(BaseConfig):
         model: str | None = None,
     ) -> SystemContentBlock | ContentBlock | None:
         cache_control: Final = message_block.get("cache_control", None)
-        if cache_control is None:
+        if cache_control is None or not bedrock_model_accepts_cache_points(model):
             return None
 
         cache_point: Final = self._build_cache_point_block(cache_control, model)
@@ -1333,6 +1337,7 @@ class AmazonConverseConfig(BaseConfig):
             )
 
         additional_request_params.pop("parallel_tool_calls", None)
+        additional_request_params.pop("client_metadata", None)
 
         # Only set the topK value in for models that support it
         additional_request_params.update(self._handle_top_k_value(model, inference_params, drop_params))
@@ -1613,7 +1618,7 @@ class AmazonConverseConfig(BaseConfig):
 
         # Append cachePoint to tools if cache_control_injection_points has tool_config
         cache_injection_points: Final = additional_request_params.pop("cache_control_injection_points", None)
-        if cache_injection_points and len(bedrock_tools) > 0:
+        if cache_injection_points and len(bedrock_tools) > 0 and bedrock_model_accepts_cache_points(model):
             for point in cache_injection_points:
                 if point.get("location") == "tool_config":
                     cache_point = self._build_cache_point_block(point.get("control"), model)
diff --git a/litellm/llms/bedrock/chat/invoke_transformations/anthropic_claude3_transformation.py b/litellm/llms/bedrock/chat/invoke_transformations/anthropic_claude3_transformation.py
index 2a4c38e71ea..67720451c00 100644
--- a/litellm/llms/bedrock/chat/invoke_transformations/anthropic_claude3_transformation.py
+++ b/litellm/llms/bedrock/chat/invoke_transformations/anthropic_claude3_transformation.py
@@ -107,6 +107,10 @@ class AmazonAnthropicClaudeConfig(AmazonInvokeConfig, AnthropicConfig):
         # Restore original model name
         model = original_model
 
+        AnthropicModelInfo.translate_legacy_thinking_for_adaptive_model(
+            model=original_model, optional_params=optional_params, custom_llm_provider="bedrock"
+        )
+
         # The stub model hides the original model from the parent's forced-tool-use backstop
         response_format_tool_choice: Final = optional_params.get("tool_choice")
         if (
diff --git a/litellm/llms/bedrock/common_utils.py b/litellm/llms/bedrock/common_utils.py
index 30a77d57f24..1e5329c90dd 100644
--- a/litellm/llms/bedrock/common_utils.py
+++ b/litellm/llms/bedrock/common_utils.py
@@ -748,6 +748,15 @@ def strip_bedrock_throughput_suffix(model: str) -> str:
 
 
 MANTLE_MESSAGES_PATH: Final = "/anthropic/v1/messages"
+_MANTLE_OPENAI_BASE_SUFFIXES: Final = ("/openai/v1", "/v1")
+
+
+def _mantle_api_base_from_env() -> str | None:
+    env_base: Final = get_secret_str("BEDROCK_MANTLE_API_BASE")
+    if env_base is None:
+        return None
+    base: Final = env_base.rstrip("/")
+    return next((base[: -len(suffix)] for suffix in _MANTLE_OPENAI_BASE_SUFFIXES if base.endswith(suffix)), base)
 
 
 def build_mantle_messages_url(
@@ -758,12 +767,15 @@ def build_mantle_messages_url(
     """Build the bedrock-mantle Anthropic /messages URL.
 
     Honors an explicit endpoint override (``api_base``, then
-    ``aws_bedrock_runtime_endpoint``) so private VPC / VPCE / GovCloud Mantle
-    endpoints are reachable; otherwise falls back to the public regional host.
+    ``aws_bedrock_runtime_endpoint``, then ``BEDROCK_MANTLE_API_BASE``) so
+    private VPC / VPCE / GovCloud Mantle endpoints are reachable; otherwise
+    falls back to the public regional host.
     The mantle messages path is appended unless the override already carries it,
-    so callers can pass either the host or the full messages URL.
+    so callers can pass either the host or the full messages URL. The env var is
+    shared with the OpenAI-surface ``bedrock_mantle/*`` routes, which need it to
+    carry their ``/v1`` or ``/openai/v1`` base, so that suffix is dropped first.
     """
-    override: Final = api_base or aws_bedrock_runtime_endpoint
+    override: Final = api_base or aws_bedrock_runtime_endpoint or _mantle_api_base_from_env()
     if override:
         base: Final = override.rstrip("/")
         if base.endswith(MANTLE_MESSAGES_PATH):
@@ -816,6 +828,30 @@ def bedrock_converse_supports_parallel_tool_use_config(model: str) -> bool:
     )
 
 
+def bedrock_model_accepts_cache_points(model: str | None) -> bool:
+    """
+    Whether Converse ``cachePoint`` blocks may be sent to this model.
+
+    Bedrock rejects requests carrying cachePoint blocks for models without prompt
+    caching support ("You invoked an unsupported model or your request did not allow
+    prompt caching"), so a model whose cost-map entry does not declare
+    ``supports_prompt_caching`` must not receive them. A model absent from the map
+    (an application inference profile ARN, a model newer than the map) keeps emitting
+    so existing caching setups never silently degrade. ``litellm.utils.supports_prompt_caching``
+    is not reusable here: it returns False for unmapped models, the opposite polarity.
+    """
+    if model is None:
+        return True
+    entries: Final = tuple(
+        entry
+        for candidate in (model, get_bedrock_base_model(model))
+        if (entry := litellm.model_cost.get(candidate)) is not None
+    )
+    if not entries:
+        return True
+    return any(entry.get("supports_prompt_caching") is True for entry in entries)
+
+
 def is_claude_4_5_on_bedrock(model: str) -> bool:
     """
     Check if the model supports Bedrock prompt caching with an extended '1h' TTL
diff --git a/litellm/llms/bedrock_mantle/responses/transformation.py b/litellm/llms/bedrock_mantle/responses/transformation.py
index 2ea355fd369..5179c966584 100644
--- a/litellm/llms/bedrock_mantle/responses/transformation.py
+++ b/litellm/llms/bedrock_mantle/responses/transformation.py
@@ -48,7 +48,9 @@ _BASE_SUFFIXES_TO_STRIP: Final = (
 )
 
 # Per Bedrock Mantle Responses API validation errors.
-_BEDROCK_MANTLE_SUPPORTED_RESPONSE_TOOL_TYPES = frozenset({"function", "mcp", "custom", "namespace", "tool_search"})
+_BEDROCK_MANTLE_SUPPORTED_RESPONSE_TOOL_TYPES: Final = frozenset(
+    {"function", "mcp", "custom", "namespace", "tool_search", "web_search"}
+)
 
 _BEDROCK_MANTLE_SUPPORTED_SERVICE_TIERS: Final = frozenset({"auto", "default"})
 
diff --git a/litellm/llms/custom_httpx/aiohttp_transport.py b/litellm/llms/custom_httpx/aiohttp_transport.py
index b6586481fd3..73adf9c7455 100644
--- a/litellm/llms/custom_httpx/aiohttp_transport.py
+++ b/litellm/llms/custom_httpx/aiohttp_transport.py
@@ -3,6 +3,7 @@ import concurrent.futures
 import contextlib
 import os
 import ssl
+import sys
 import typing
 import urllib.request
 from collections.abc import Callable, Generator
@@ -75,10 +76,22 @@ except ImportError:
     pass
 
 
+def _current_task_is_cancelling() -> bool:
+    task: Final = asyncio.current_task()
+    if task is None or sys.version_info < (3, 11):
+        return True
+    return task.cancelling() > 0
+
+
 @contextlib.contextmanager
 def map_aiohttp_exceptions() -> Generator[None, None, None]:
     try:
         yield
+    except asyncio.CancelledError as exc:
+        # a closing connector cancels its shielded DNS task; that surfaces here without the request task being cancelled
+        if _current_task_is_cancelling():
+            raise
+        raise httpx.ConnectError("aiohttp transport cancelled the request internally") from exc
     except Exception as exc:
         mapped_exc: type[Exception] | None = None
 
diff --git a/litellm/llms/custom_httpx/http_handler.py b/litellm/llms/custom_httpx/http_handler.py
index b6e93f590ca..e1f0fc9e7d3 100644
--- a/litellm/llms/custom_httpx/http_handler.py
+++ b/litellm/llms/custom_httpx/http_handler.py
@@ -9,13 +9,15 @@ import threading
 import time
 from collections.abc import AsyncIterable, Callable, Iterable, Mapping
 from http.cookiejar import CookieJar, DefaultCookiePolicy
-from typing import TYPE_CHECKING, Any, ClassVar, Final, NoReturn, Optional, TypeAlias, TypedDict
+from types import MappingProxyType
+from typing import TYPE_CHECKING, Any, ClassVar, Final, NoReturn, Optional, TypeAlias, TypedDict, TypeVar
 
 import certifi
 import httpx
 from aiohttp import ClientSession, DummyCookieJar, TCPConnector
 from httpx import USE_CLIENT_DEFAULT, AsyncHTTPTransport, HTTPTransport
-from httpx._types import RequestFiles
+from httpx._types import CertTypes, RequestFiles
+from httpx._utils import get_environment_proxies
 
 import litellm
 from litellm._logging import verbose_logger
@@ -66,6 +68,22 @@ _AddrInfo: TypeAlias = tuple[int | socket.AddressFamily, int | socket.SocketKind
 
 _RequestContent: TypeAlias = str | bytes | Iterable[bytes] | AsyncIterable[bytes]
 
+_IPV4_LOCAL_ADDRESS: Final = "0.0.0.0"
+
+_HttpxTransportT = TypeVar("_HttpxTransportT", HTTPTransport, AsyncHTTPTransport)
+
+
+def _environment_proxy_mounts(
+    build_proxy_transport: Callable[[str], _HttpxTransportT],
+) -> Mapping[str, _HttpxTransportT | None]:
+    """httpx skips its own HTTP(S)_PROXY / NO_PROXY mounts whenever an explicit `transport=` is passed."""
+    return MappingProxyType(
+        {
+            pattern: None if proxy_url is None else build_proxy_transport(proxy_url)
+            for pattern, proxy_url in get_environment_proxies().items()
+        }
+    )
+
 
 class _TCPConnectorKwargs(TypedDict, total=False):
     local_addr: tuple[str, int] | None
@@ -607,6 +625,7 @@ class AsyncHTTPHandler:
 
         return httpx.AsyncClient(
             transport=transport,
+            mounts=AsyncHTTPHandler._create_httpx_proxy_mounts(transport, verify=ssl_config, cert=cert),
             event_hooks=event_hooks,
             timeout=timeout,
             verify=ssl_config,
@@ -1191,10 +1210,22 @@ class AsyncHTTPHandler:
         - [Default] If force_ipv4 is False, it will return None
         """
         if litellm.force_ipv4:
-            return AsyncHTTPTransport(local_address="0.0.0.0")
+            return AsyncHTTPTransport(local_address=_IPV4_LOCAL_ADDRESS)
         else:
             return None
 
+    @staticmethod
+    def _create_httpx_proxy_mounts(
+        transport: LiteLLMAiohttpTransport | AsyncHTTPTransport | None,
+        verify: VerifyTypes,
+        cert: CertTypes | None,
+    ) -> Mapping[str, AsyncHTTPTransport | None] | None:
+        if not isinstance(transport, AsyncHTTPTransport):
+            return None
+        return _environment_proxy_mounts(
+            lambda proxy_url: AsyncHTTPTransport(proxy=proxy_url, verify=verify, cert=cert)
+        )
+
 
 class HTTPHandler:
     def __init__(
@@ -1227,6 +1258,7 @@ class HTTPHandler:
         # Create a client with a connection pool
         return httpx.Client(
             transport=self._create_sync_transport(),
+            mounts=self._create_sync_proxy_mounts(verify=ssl_config, cert=cert),
             timeout=self.timeout if self.timeout is not None else _DEFAULT_TIMEOUT,
             verify=ssl_config,
             cert=cert,
@@ -1507,10 +1539,19 @@ class HTTPHandler:
         Some users have seen httpx ConnectionError when using ipv6 - forcing ipv4 resolves the issue for them
         """
         if litellm.force_ipv4:
-            return HTTPTransport(local_address="0.0.0.0")
+            return HTTPTransport(local_address=_IPV4_LOCAL_ADDRESS)
         else:
             return getattr(litellm, "sync_transport", None)
 
+    @staticmethod
+    def _create_sync_proxy_mounts(
+        verify: VerifyTypes,
+        cert: CertTypes | None,
+    ) -> Mapping[str, HTTPTransport | None] | None:
+        if not litellm.force_ipv4:
+            return None
+        return _environment_proxy_mounts(lambda proxy_url: HTTPTransport(proxy=proxy_url, verify=verify, cert=cert))
+
 
 def get_async_httpx_client(
     llm_provider: LlmProviders | httpxSpecialProvider,
diff --git a/litellm/llms/custom_httpx/llm_http_handler.py b/litellm/llms/custom_httpx/llm_http_handler.py
index 834f7d564a2..2896d889f96 100644
--- a/litellm/llms/custom_httpx/llm_http_handler.py
+++ b/litellm/llms/custom_httpx/llm_http_handler.py
@@ -1,6 +1,5 @@
 import asyncio
 import json
-import os
 import ssl
 from collections.abc import AsyncIterator, Coroutine, Iterator, Mapping, Sequence
 from contextlib import asynccontextmanager
@@ -29,6 +28,7 @@ from litellm.litellm_core_utils.audio_utils.subtitle_utils import (
     SUBTITLE_RESPONSE_FORMATS,
     synthesize_subtitle_document,
 )
+from litellm.litellm_core_utils.get_litellm_params import AWS_CREDENTIAL_KWARGS_KEYS
 from litellm.litellm_core_utils.llm_request_utils import serialize_multipart_form_fields
 from litellm.litellm_core_utils.realtime_errors import realtime_error_event, websocket_close_reason
 from litellm.litellm_core_utils.realtime_streaming import RealTimeStreaming
@@ -69,7 +69,9 @@ from litellm.llms.base_llm.skills.transformation import BaseSkillsAPIConfig
 from litellm.llms.base_llm.text_to_speech.transformation import BaseTextToSpeechConfig
 from litellm.llms.base_llm.vector_store.transformation import (
     BaseDirectVectorStoreConfig,
+    BaseQueryEmbeddingVectorStoreConfig,
     BaseVectorStoreConfig,
+    VectorStoreEmbeddingExecutor,
 )
 from litellm.llms.base_llm.vector_store_files.transformation import (
     BaseVectorStoreFilesConfig,
@@ -97,9 +99,12 @@ from litellm.types.containers.main import (
 )
 from litellm.types.files import StreamingMediaUploadConfig, TwoStepFileUploadConfig
 from litellm.types.integrations.custom_logger import (
+    NON_CODE_INTERPRETER_INTERCEPTION_INTERNAL_PREFIXES,
     AgenticLoopPlan,
     AgenticLoopRequestPatch,
     AgenticLoopSafetyError,
+    converted_stream_requested,
+    is_interception_internal_key,
 )
 from litellm.types.llms.anthropic_messages.anthropic_response import (
     AnthropicMessagesResponse,
@@ -159,7 +164,11 @@ def _rust_responses_websocket_enabled(
     custom_llm_provider: str | None,
     litellm_params: GenericLiteLLMParams,
 ) -> bool:
-    return custom_llm_provider == "openai" and litellm_params.get("rust") is True
+    from litellm.rust_bridge.configuration import rust_enabled
+
+    raw_request_override: Final = litellm_params.get("rust")
+    request_override: Final = raw_request_override if isinstance(raw_request_override, bool) else None
+    return custom_llm_provider == "openai" and rust_enabled(request_override=request_override)
 
 
 from .http_handler import get_shared_realtime_ssl_context
@@ -270,6 +279,16 @@ def _has_pre_call_deployment_hook(logging_obj: LiteLLMLoggingObj) -> bool:
     return False
 
 
+def _aws_signing_overrides(optional_params: Mapping[str, Any], litellm_params: Mapping[str, Any]) -> Mapping[str, Any]:
+    return MappingProxyType(
+        {
+            key: litellm_params[key]
+            for key in AWS_CREDENTIAL_KWARGS_KEYS
+            if optional_params.get(key) is None and litellm_params.get(key) is not None
+        }
+    )
+
+
 def _collect_ws_project_quota_callbacks() -> tuple[ProjectQuotaCallback, ...]:
     """Duck-type discover proxy hooks exposing per-frame project ITPM/OTPM
     enforcement, so the Responses WebSocket loop can charge every
@@ -534,7 +553,10 @@ class BaseLLMHTTPHandler:
 
         headers, signed_json_body = provider_config.sign_request(
             headers=headers,
-            optional_params=optional_params,
+            optional_params={
+                **optional_params,
+                **_aws_signing_overrides(optional_params, litellm_params),
+            },
             request_data=data,
             api_base=api_base,
             api_key=api_key,
@@ -2363,10 +2385,6 @@ class BaseLLMHTTPHandler:
             "anthropic_messages",
         )
 
-    @staticmethod
-    def _rust_env_enabled() -> bool:
-        return os.getenv("LITELLM_RUST", "").strip().lower() in {"1", "true", "yes", "on"}
-
     @staticmethod
     async def _maybe_rust_anthropic_messages(
         *,
@@ -2382,7 +2400,11 @@ class BaseLLMHTTPHandler:
     ) -> AnthropicMessagesResponse | None:
         if custom_llm_provider not in ("azure_ai", "anthropic"):
             return None
-        if litellm_params.get("rust") is not True and not BaseLLMHTTPHandler._rust_env_enabled():
+        from litellm.rust_bridge.configuration import rust_enabled
+
+        raw_request_override: Final = litellm_params.get("rust")
+        request_override: Final = raw_request_override if isinstance(raw_request_override, bool) else None
+        if not rust_enabled(request_override=request_override):
             return None
         if has_agentic_hook:
             return None
@@ -2741,6 +2763,7 @@ class BaseLLMHTTPHandler:
         )
 
         if self._has_agentic_completion_hook(logging_obj):
+            agentic_kwargs: Final = dict(litellm_params)  # mutable-ok: agentic hooks mutate kwargs in place
             final_response: Final = run_async_function(
                 self._call_agentic_completion_hooks,
                 response=initial_response,
@@ -2751,10 +2774,19 @@ class BaseLLMHTTPHandler:
                 logging_obj=logging_obj,
                 stream=False,
                 custom_llm_provider=custom_llm_provider,
-                kwargs=dict(litellm_params),
+                kwargs=agentic_kwargs,
                 api_surface="responses",
             )
-            return final_response if final_response is not None else initial_response
+            result: Final = final_response if final_response is not None else initial_response
+            if converted_stream_requested(agentic_kwargs) and not agentic_kwargs.get("_agentic_loop_depth"):
+                return self._wrap_responses_response_as_fake_stream(
+                    result=result,
+                    model=model,
+                    responses_api_provider_config=responses_api_provider_config,
+                    logging_obj=logging_obj,
+                    custom_llm_provider=custom_llm_provider,
+                )
+            return result
 
         return initial_response
 
@@ -2920,24 +2952,22 @@ class BaseLLMHTTPHandler:
             logging_obj=logging_obj,
         )
 
+        agentic_kwargs: Final = dict(litellm_params)  # mutable-ok: agentic hooks mutate kwargs in place
         final_response: Final = await self._call_agentic_completion_hooks(
             response=initial_response,
             model=model,
-            messages=(input if isinstance(input, list) else [{"role": "user", "content": input}]),
+            messages=(input if isinstance(input, list) else [{"role": "user", "content": input}]),  # pyright: ignore[reportArgumentType]  # pre-existing mismatch surfaced by the Router import; the hook accepts response input items at runtime
             anthropic_messages_provider_config=responses_api_provider_config,
             anthropic_messages_optional_request_params=response_api_optional_request_params,
             logging_obj=logging_obj,
             stream=False,
             custom_llm_provider=custom_llm_provider,
-            kwargs=dict(litellm_params),
+            kwargs=agentic_kwargs,
             api_surface="responses",
         )
 
         result: Final = final_response if final_response is not None else initial_response
-        interception_converted_stream: Final = litellm_params.get(
-            "_code_interpreter_interception_converted_stream"
-        ) or litellm_params.get("_websearch_interception_converted_stream")
-        if interception_converted_stream and not litellm_params.get("_agentic_loop_depth"):
+        if converted_stream_requested(agentic_kwargs) and not agentic_kwargs.get("_agentic_loop_depth"):
             return self._wrap_responses_response_as_fake_stream(
                 result=result,
                 model=model,
@@ -5401,8 +5431,7 @@ class BaseLLMHTTPHandler:
         kwargs_for_followup: Final = {
             k: v
             for k, v in kwargs.items()
-            if not k.startswith("_websearch_interception")
-            and not k.startswith("_compression_interception")
+            if not is_interception_internal_key(k, prefixes=NON_CODE_INTERPRETER_INTERCEPTION_INTERNAL_PREFIXES)
             and k != "_code_interpreter_interception_converted_stream"
             and k not in internal_keys
             and k not in optional_params
@@ -5415,7 +5444,7 @@ class BaseLLMHTTPHandler:
         try:
             response: ResponsesAPIResponse | BaseResponsesAPIStreamingIterator = await litellm.aresponses(
                 model=patch.model or model,
-                input=patch.messages,
+                input=patch.messages,  # pyright: ignore[reportArgumentType]  # pre-existing mismatch surfaced by the Router import; patch messages are valid response input at runtime
                 **optional_params,
                 **kwargs_for_followup,
             )
@@ -9683,6 +9712,7 @@ class BaseLLMHTTPHandler:
         custom_llm_provider: str,
         litellm_params: GenericLiteLLMParams,
         logging_obj: LiteLLMLoggingObj,
+        embedding_executor: VectorStoreEmbeddingExecutor | None = None,
         extra_headers: dict[str, object] | None = None,
         extra_body: dict[str, object] | None = None,
         timeout: float | httpx.Timeout | None = None,
@@ -9702,6 +9732,7 @@ class BaseLLMHTTPHandler:
                 vector_store_search_optional_params=vector_store_search_optional_params,
                 litellm_logging_obj=logging_obj,
                 litellm_params=dict(litellm_params),  # mutable-ok: snapshot GenericLiteLLMParams into the Mapping shape
+                embedding_executor=embedding_executor,
                 timeout=timeout,
             )
 
@@ -9725,8 +9756,7 @@ class BaseLLMHTTPHandler:
             litellm_params=dict(litellm_params),
         )
 
-        # Check if provider has async transform method
-        if hasattr(vector_store_provider_config, "atransform_search_vector_store_request"):
+        if isinstance(vector_store_provider_config, BaseQueryEmbeddingVectorStoreConfig):
             (
                 url,
                 request_body,
@@ -9738,12 +9768,13 @@ class BaseLLMHTTPHandler:
                 litellm_logging_obj=logging_obj,
                 litellm_params=dict(litellm_params),
                 extra_body=extra_body,
+                embedding_executor=embedding_executor,
             )
         else:
             (
                 url,
                 request_body,
-            ) = vector_store_provider_config.transform_search_vector_store_request(
+            ) = await vector_store_provider_config.atransform_search_vector_store_request(
                 vector_store_id=vector_store_id,
                 query=query,
                 vector_store_search_optional_params=vector_store_search_optional_params,
@@ -9797,6 +9828,7 @@ class BaseLLMHTTPHandler:
         custom_llm_provider: str,
         litellm_params: GenericLiteLLMParams,
         logging_obj: LiteLLMLoggingObj,
+        embedding_executor: VectorStoreEmbeddingExecutor | None = None,
         extra_headers: dict[str, object] | None = None,
         extra_body: dict[str, object] | None = None,
         timeout: float | httpx.Timeout | None = None,
@@ -9812,6 +9844,7 @@ class BaseLLMHTTPHandler:
                 litellm_params=litellm_params,
                 logging_obj=logging_obj,
                 custom_llm_provider=custom_llm_provider,
+                embedding_executor=embedding_executor,
                 extra_headers=extra_headers,
                 extra_body=extra_body,
                 timeout=timeout,
@@ -9831,6 +9864,7 @@ class BaseLLMHTTPHandler:
                 vector_store_search_optional_params=vector_store_search_optional_params,
                 litellm_logging_obj=logging_obj,
                 litellm_params=dict(litellm_params),  # mutable-ok: snapshot GenericLiteLLMParams into the Mapping shape
+                embedding_executor=embedding_executor,
                 timeout=timeout,
             )
 
@@ -9851,18 +9885,33 @@ class BaseLLMHTTPHandler:
             litellm_params=dict(litellm_params),
         )
 
-        (
-            url,
-            request_body,
-        ) = vector_store_provider_config.transform_search_vector_store_request(
-            vector_store_id=vector_store_id,
-            query=query,
-            vector_store_search_optional_params=vector_store_search_optional_params,
-            api_base=api_base,
-            litellm_logging_obj=logging_obj,
-            litellm_params=dict(litellm_params),
-            extra_body=extra_body,
-        )
+        if isinstance(vector_store_provider_config, BaseQueryEmbeddingVectorStoreConfig):
+            (
+                url,
+                request_body,
+            ) = vector_store_provider_config.transform_search_vector_store_request(
+                vector_store_id=vector_store_id,
+                query=query,
+                vector_store_search_optional_params=vector_store_search_optional_params,
+                api_base=api_base,
+                litellm_logging_obj=logging_obj,
+                litellm_params=dict(litellm_params),
+                extra_body=extra_body,
+                embedding_executor=embedding_executor,
+            )
+        else:
+            (
+                url,
+                request_body,
+            ) = vector_store_provider_config.transform_search_vector_store_request(
+                vector_store_id=vector_store_id,
+                query=query,
+                vector_store_search_optional_params=vector_store_search_optional_params,
+                api_base=api_base,
+                litellm_logging_obj=logging_obj,
+                litellm_params=dict(litellm_params),
+                extra_body=extra_body,
+            )
 
         all_optional_params: Final[dict[str, object]] = dict(litellm_params)
         all_optional_params.update(vector_store_search_optional_params or {})
diff --git a/litellm/llms/dashscope/cost_calculator.py b/litellm/llms/dashscope/cost_calculator.py
index dd5bee1fe8b..d8eb1f9f8d7 100644
--- a/litellm/llms/dashscope/cost_calculator.py
+++ b/litellm/llms/dashscope/cost_calculator.py
@@ -7,11 +7,13 @@ cached, cache-creation, output, reasoning) is billed at that one tier's rate.
 See https://help.aliyun.com/zh/model-studio/billing-for-model-studio
 """
 
-from dataclasses import dataclass
+from dataclasses import dataclass, replace
+from datetime import datetime
 from typing import Final
 
 from litellm.litellm_core_utils.llm_cost_calc.tiered_pricing import select_tier_for_input, tier_rate
 from litellm.litellm_core_utils.llm_cost_calc.utils import (
+    apply_off_peak_pricing,
     parse_completion_tokens_details,
     parse_prompt_tokens_details,
 )
@@ -32,6 +34,19 @@ class TokenBreakdown:
         return self.text_tokens + self.cached_tokens + self.cache_creation_tokens
 
 
+@dataclass(frozen=True, slots=True)
+class TokenRates:
+    input_rate: float
+    cache_read_rate: float
+    cache_creation_rate: float
+    output_rate: float
+    reasoning_rate: float | None
+
+    @property
+    def billed_reasoning_rate(self) -> float:
+        return self.output_rate if self.reasoning_rate is None else self.reasoning_rate
+
+
 def _extract_token_breakdown(usage: Usage) -> TokenBreakdown:
     prompt_details: Final = parse_prompt_tokens_details(usage)
     cached_tokens: Final = prompt_details["cache_hit_tokens"]
@@ -57,69 +72,75 @@ def _flat_rate(model_info: ModelInfo, cost_key: str, fallback_cost_key: str) ->
     return float(value)
 
 
-def _calculate_prompt_cost(
-    breakdown: TokenBreakdown,
-    model_info: ModelInfo,
-    tier: dict | None,
-) -> float:
-    if tier is not None:
-        return (
-            (breakdown.text_tokens * tier_rate(tier, "input_cost_per_token"))
-            + (breakdown.cached_tokens * tier_rate(tier, "cache_read_input_token_cost", "input_cost_per_token"))
-            + (
-                breakdown.cache_creation_tokens
-                * tier_rate(tier, "cache_creation_input_token_cost", "input_cost_per_token")
-            )
-        )
-
-    input_cost: Final = float(model_info.get("input_cost_per_token") or 0.0)
-    cache_read_cost: Final = _flat_rate(model_info, "cache_read_input_token_cost", "input_cost_per_token")
-    cache_creation_cost: Final = _flat_rate(model_info, "cache_creation_input_token_cost", "input_cost_per_token")
-
-    return (
-        (breakdown.text_tokens * input_cost)
-        + (breakdown.cached_tokens * cache_read_cost)
-        + (breakdown.cache_creation_tokens * cache_creation_cost)
+def _flat_rates(model_info: ModelInfo) -> TokenRates:
+    reasoning_rate: Final = model_info.get("output_cost_per_reasoning_token")
+    return TokenRates(
+        input_rate=float(model_info.get("input_cost_per_token") or 0.0),
+        cache_read_rate=_flat_rate(model_info, "cache_read_input_token_cost", "input_cost_per_token"),
+        cache_creation_rate=_flat_rate(model_info, "cache_creation_input_token_cost", "input_cost_per_token"),
+        output_rate=float(model_info.get("output_cost_per_token") or 0.0),
+        reasoning_rate=None if reasoning_rate is None else float(reasoning_rate),
     )
 
 
-def _calculate_completion_cost(
-    breakdown: TokenBreakdown,
-    model_info: ModelInfo,
-    tier: dict | None,
-) -> float:
+def _tier_rates(model_info: ModelInfo, tier: dict) -> TokenRates:
     # A tier that declares output rates keeps the request on them, all-or-nothing. A tier table
     # spelling out only input rates would serve every completion for free, so there the model's
     # own output rates stand in
-    tier_declares_output: Final = tier is not None and "output_cost_per_token" in tier
-    output_cost: Final = (
-        tier_rate(tier, "output_cost_per_token")
-        if tier_declares_output
-        else float(model_info.get("output_cost_per_token") or 0.0)
-    )
-    tier_declares_reasoning: Final = tier is not None and "output_cost_per_reasoning_token" in tier
-    model_reasoning_rate: Final = None if tier_declares_output else model_info.get("output_cost_per_reasoning_token")
-    reasoning_cost: Final = (
-        tier_rate(tier, "output_cost_per_reasoning_token", "output_cost_per_token")
-        if tier_declares_reasoning
-        else float(model_reasoning_rate)
-        if model_reasoning_rate is not None
-        else output_cost
+    flat_rates: Final = _flat_rates(model_info)
+    tier_declares_output: Final = "output_cost_per_token" in tier
+    tier_declares_reasoning: Final = "output_cost_per_reasoning_token" in tier
+    return TokenRates(
+        input_rate=tier_rate(tier, "input_cost_per_token"),
+        cache_read_rate=tier_rate(tier, "cache_read_input_token_cost", "input_cost_per_token"),
+        cache_creation_rate=tier_rate(tier, "cache_creation_input_token_cost", "input_cost_per_token"),
+        output_rate=tier_rate(tier, "output_cost_per_token") if tier_declares_output else flat_rates.output_rate,
+        reasoning_rate=(
+            tier_rate(tier, "output_cost_per_reasoning_token")
+            if tier_declares_reasoning
+            else None
+            if tier_declares_output
+            else flat_rates.reasoning_rate
+        ),
     )
 
-    return (breakdown.completion_tokens * output_cost) + (breakdown.reasoning_tokens * reasoning_cost)
+
+def _off_peak_rates(model_info: ModelInfo, current_time: datetime | None, rates: TokenRates) -> TokenRates:
+    input_rate, output_rate, cache_read_rate = apply_off_peak_pricing(
+        model_info, current_time, rates.input_rate, rates.output_rate, rates.cache_read_rate
+    )
+    return replace(rates, input_rate=input_rate, output_rate=output_rate, cache_read_rate=cache_read_rate)
 
 
-def cost_per_token(model: str, usage: Usage, custom_llm_provider: str = "dashscope") -> tuple[float, float]:
+def _bill(breakdown: TokenBreakdown, rates: TokenRates) -> tuple[float, float]:
+    prompt_cost: Final = (
+        (breakdown.text_tokens * rates.input_rate)
+        + (breakdown.cached_tokens * rates.cache_read_rate)
+        + (breakdown.cache_creation_tokens * rates.cache_creation_rate)
+    )
+    completion_cost: Final = (breakdown.completion_tokens * rates.output_rate) + (
+        breakdown.reasoning_tokens * rates.billed_reasoning_rate
+    )
+    return prompt_cost, completion_cost
+
+
+def cost_per_token(
+    model: str,
+    usage: Usage,
+    custom_llm_provider: str = "dashscope",
+    current_time: datetime | None = None,
+) -> tuple[float, float]:
     """
     Calculate cost per token for Dashscope models.
 
-    Supports both tiered and flat pricing with cached and reasoning tokens.
+    Supports both tiered and flat pricing with cached and reasoning tokens, and swaps in the
+    model's off_peak_pricing rates while one of its windows is open.
 
     Args:
         model: Model name without provider prefix
         usage: LiteLLM Usage block
         custom_llm_provider: The provider id the request resolved to; dashscope or one of its brand aliases
+        current_time: The moment the request is billed at; defaults to now, UTC
 
     Returns:
         Tuple[float, float] - (prompt_cost_in_usd, completion_cost_in_usd)
@@ -133,8 +154,7 @@ def cost_per_token(model: str, usage: Usage, custom_llm_provider: str = "dashsco
         if tiered_pricing
         else None
     )
+    standard_rates: Final = _flat_rates(model_info) if tier is None else _tier_rates(model_info, tier)
+    rates: Final = _off_peak_rates(model_info, current_time, standard_rates)
 
-    prompt_cost: Final = _calculate_prompt_cost(breakdown=breakdown, model_info=model_info, tier=tier)
-    completion_cost: Final = _calculate_completion_cost(breakdown=breakdown, model_info=model_info, tier=tier)
-
-    return prompt_cost, completion_cost
+    return _bill(breakdown, rates)
diff --git a/litellm/llms/databricks/chat/transformation.py b/litellm/llms/databricks/chat/transformation.py
index c587146005f..e2e2ea5b553 100644
--- a/litellm/llms/databricks/chat/transformation.py
+++ b/litellm/llms/databricks/chat/transformation.py
@@ -3,7 +3,7 @@ Translates from OpenAI's `/v1/chat/completions` to Databricks' `/chat/completion
 """
 
 import os
-from collections.abc import AsyncIterator, Coroutine, Iterator
+from collections.abc import AsyncIterator, Coroutine, Iterator, Mapping
 from typing import TYPE_CHECKING, Any, Final, Literal, cast, overload
 
 import httpx
@@ -15,6 +15,7 @@ from litellm.litellm_core_utils.llm_response_utils.convert_dict_to_response impo
     _should_convert_tool_call_to_json_mode,
 )
 from litellm.litellm_core_utils.prompt_templates.common_utils import (
+    strip_litellm_internal_message_fields,
     strip_name_from_message,
 )
 from litellm.llms.base_llm.base_model_iterator import BaseModelResponseIterator
@@ -55,6 +56,14 @@ from ...openai_like.chat.transformation import OpenAILikeChatConfig
 from ..common_utils import DatabricksBase, DatabricksException
 
 
+def _is_bare_assistant_message(message_dict: Mapping[str, object]) -> bool:
+    """Databricks rejects assistant messages with neither content nor tool calls, e.g. a replayed
+    thinking-only turn once its `thinking_blocks` are stripped."""
+    return message_dict.get("role") == "assistant" and not any(
+        message_dict.get(key) for key in ("content", "tool_calls", "function_call")
+    )
+
+
 def _sanitize_empty_content(message_dict: dict[str, Any]) -> None:
     """
     Remove or filter content so empty text blocks are not sent.
@@ -330,6 +339,10 @@ class DatabricksConfig(DatabricksBase, OpenAILikeChatConfig, AnthropicConfig):
     ) -> dict:
         is_thinking_enabled: Final = self.is_thinking_enabled(non_default_params)
         mapped_params: Final = super().map_openai_params(non_default_params, optional_params, model, drop_params)
+        if "claude" in model:
+            AnthropicConfig.translate_legacy_thinking_for_adaptive_model(
+                model=model, optional_params=mapped_params, custom_llm_provider="databricks"
+            )
         if "tools" in mapped_params:
             mapped_params["tools"] = self._map_openai_to_dbrx_tool(model=model, tools=mapped_params["tools"])
         if "max_completion_tokens" in non_default_params and replace_max_completion_tokens_with_max_tokens:
@@ -419,6 +432,7 @@ class DatabricksConfig(DatabricksBase, OpenAILikeChatConfig, AnthropicConfig):
         """
         Databricks does not support:
         - 'name' in user message.
+        - litellm's internal `thinking_blocks` / `reasoning_content` on assistant messages.
         """
         new_messages = []
         for idx, message in enumerate(messages):
@@ -427,10 +441,13 @@ class DatabricksConfig(DatabricksBase, OpenAILikeChatConfig, AnthropicConfig):
             else:
                 _message = message
             _message = strip_name_from_message(_message, allowed_name_roles=["user"])
+            _message = strip_litellm_internal_message_fields(_message)
             # Move message-level cache_control into a content block when content is a string.
             if "cache_control" in _message and isinstance(_message.get("content"), str):
                 _message = self._move_cache_control_into_string_content_block(_message)
             _sanitize_empty_content(cast(dict[str, Any], _message))
+            if _is_bare_assistant_message(_message):
+                continue
             new_messages.append(_message)
 
         if "claude" not in model:
diff --git a/litellm/llms/fireworks_ai/common_utils.py b/litellm/llms/fireworks_ai/common_utils.py
index 8c306faa036..ac934ad0cb5 100644
--- a/litellm/llms/fireworks_ai/common_utils.py
+++ b/litellm/llms/fireworks_ai/common_utils.py
@@ -2,6 +2,7 @@ from typing import Final
 
 from httpx import Headers
 
+from litellm.constants import SESSION_ID_GENERATED_METADATA_KEY
 from litellm.secret_managers.main import get_secret_str
 from litellm.types.llms.openai import AllMessageValues
 
@@ -16,16 +17,18 @@ def get_fireworks_session_id(litellm_params: dict) -> str | None:
     """
     Session id to send as `x-session-affinity`, or None when the caller gave none.
 
-    Deliberately does not fall back to `litellm_trace_id`: that is generated per
-    request (`str(uuid.uuid4())` when absent), so using it pins every request to a
-    different Fireworks node and prompt caching never hits.
+    Deliberately does not fall back to `litellm_trace_id`, and ignores session ids the
+    proxy generated for a request that had none: both are per request, so using them
+    pins every request to a different Fireworks node and prompt caching never hits.
     """
     params: Final = litellm_params
+    metadata: Final = params.get("metadata")
+    if isinstance(metadata, dict) and metadata.get(SESSION_ID_GENERATED_METADATA_KEY):
+        return None
     for key in ("litellm_session_id", "session_id"):
         value = params.get(key)
         if value:
             return str(value)
-    metadata: Final = params.get("metadata")
     if isinstance(metadata, dict):
         value = metadata.get("session_id")
         if value:
diff --git a/litellm/llms/gigachat/authenticator.py b/litellm/llms/gigachat/authenticator.py
index d6b217d5746..73086ba395b 100644
--- a/litellm/llms/gigachat/authenticator.py
+++ b/litellm/llms/gigachat/authenticator.py
@@ -8,6 +8,7 @@ Based on official GigaChat SDK authentication flow.
 import time
 import uuid
 from collections.abc import Mapping
+from types import MappingProxyType
 from typing import Final
 
 import httpx
@@ -32,8 +33,8 @@ GIGACHAT_SCOPE: Final = "GIGACHAT_API_PERS"
 # Token expiry buffer in milliseconds (refresh token 60s before expiry)
 TOKEN_EXPIRY_BUFFER_MS: Final = 60000
 
-# Cache for access tokens
 _token_cache: Final = InMemoryCache()
+_NO_LITELLM_PARAMS: Final[Mapping[str, object]] = MappingProxyType({})
 
 
 class GigaChatAuthError(BaseLLMException):
@@ -80,10 +81,9 @@ def get_access_token(
     Raises:
         GigaChatAuthError: If authentication fails
     """
-    if not litellm_params:
-        litellm_params = {}  # mutable-ok: empty dict default; rebind-ok: provide default
+    params: Final = litellm_params or _NO_LITELLM_PARAMS
 
-    access_token: Final = litellm_params.get("gigachat_access_token") or get_secret_str("GIGACHAT_ACCESS_TOKEN")
+    access_token: Final = params.get("gigachat_access_token") or get_secret_str("GIGACHAT_ACCESS_TOKEN")
     if access_token:
         return access_token
 
@@ -94,24 +94,20 @@ def get_access_token(
             message="GigaChat credentials not provided. Set GIGACHAT_CREDENTIALS or GIGACHAT_API_KEY environment variable.",
         )
 
-    effective_scope: Final = scope or litellm_params.get("gigachat_scope") or _get_scope()
-    effective_auth_url: Final = auth_url or litellm_params.get("gigachat_auth_url") or _get_auth_url()
+    effective_scope: Final = scope or params.get("gigachat_scope") or _get_scope()
+    effective_auth_url: Final = auth_url or params.get("gigachat_auth_url") or _get_auth_url()
 
-    # Check cache
     cache_key: Final = f"gigachat_token:{effective_credentials[:16]}"
     cached: Final = _token_cache.get_cache(cache_key)
     if cached:
         _token, _expires_at = cached
-        # Check if token is still valid (with buffer)
         if time.time() * 1000 < _expires_at - TOKEN_EXPIRY_BUFFER_MS:
             verbose_logger.debug("Using cached GigaChat access token")
             return _token
 
-    # Request new token
     new_token, new_expires_at = _request_token_sync(effective_credentials, effective_scope, effective_auth_url)  # pyright: ignore[reportArgumentType]  # credential keys may be broader than str
 
     if new_expires_at:
-        # Cache token
         ttl_seconds: Final = max(0, (new_expires_at - TOKEN_EXPIRY_BUFFER_MS - time.time() * 1000) / 1000)
         if ttl_seconds > 0:
             _token_cache.set_cache(cache_key, (new_token, new_expires_at), ttl=ttl_seconds)
@@ -126,10 +122,9 @@ async def get_access_token_async(
     litellm_params: Mapping[str, object] | None = None,
 ) -> str:
     """Async version of get_access_token."""
-    if not litellm_params:
-        litellm_params = {}  # mutable-ok: empty dict default; rebind-ok: provide default
+    params: Final = litellm_params or _NO_LITELLM_PARAMS
 
-    access_token: Final = litellm_params.get("gigachat_access_token") or get_secret_str("GIGACHAT_ACCESS_TOKEN")
+    access_token: Final = params.get("gigachat_access_token") or get_secret_str("GIGACHAT_ACCESS_TOKEN")
     if access_token:
         return access_token
 
@@ -140,10 +135,9 @@ async def get_access_token_async(
             message="GigaChat credentials not provided. Set GIGACHAT_CREDENTIALS or GIGACHAT_API_KEY environment variable.",
         )
 
-    effective_scope: Final = scope or litellm_params.get("gigachat_scope") or _get_scope()
-    effective_auth_url: Final = auth_url or litellm_params.get("gigachat_auth_url") or _get_auth_url()
+    effective_scope: Final = scope or params.get("gigachat_scope") or _get_scope()
+    effective_auth_url: Final = auth_url or params.get("gigachat_auth_url") or _get_auth_url()
 
-    # Check cache
     cache_key: Final = f"gigachat_token:{effective_credentials[:16]}"
     cached: Final = _token_cache.get_cache(cache_key)
     if cached:
@@ -152,11 +146,9 @@ async def get_access_token_async(
             verbose_logger.debug("Using cached GigaChat access token")
             return _token
 
-    # Request new token
     new_token, new_expires_at = await _request_token_async(effective_credentials, effective_scope, effective_auth_url)  # pyright: ignore[reportArgumentType]  # credential keys may be broader than str
 
     if new_expires_at:
-        # Cache token
         ttl_seconds: Final = max(0, (new_expires_at - TOKEN_EXPIRY_BUFFER_MS - time.time() * 1000) / 1000)
         if ttl_seconds > 0:
             _token_cache.set_cache(cache_key, (new_token, new_expires_at), ttl=ttl_seconds)
diff --git a/litellm/llms/gigachat/chat/streaming.py b/litellm/llms/gigachat/chat/streaming.py
index 2875b30232e..0a4cbd8e520 100644
--- a/litellm/llms/gigachat/chat/streaming.py
+++ b/litellm/llms/gigachat/chat/streaming.py
@@ -52,7 +52,6 @@ class GigaChatModelResponseIterator:
         tool_use: ChatCompletionToolCallChunk | None = None  # rebind-ok: conditionally assigned on function_call
         finish_reason: str | None = chunk_finish_reason
 
-        # Handle function_call in stream
         raw_function_call: Final = delta.get("function_call")
         if chunk_finish_reason == "function_call" and isinstance(raw_function_call, Mapping) and raw_function_call:
             func_call: Final[Mapping[str, object]] = raw_function_call
diff --git a/litellm/llms/gigachat/chat/transformation.py b/litellm/llms/gigachat/chat/transformation.py
index 8f23c5175ec..89920ebd27b 100644
--- a/litellm/llms/gigachat/chat/transformation.py
+++ b/litellm/llms/gigachat/chat/transformation.py
@@ -10,6 +10,7 @@ import json
 import time
 import uuid
 from collections.abc import AsyncIterator, Iterator, Mapping, Sequence
+from types import MappingProxyType
 from typing import TYPE_CHECKING, Any, Final
 
 import httpx
@@ -34,6 +35,9 @@ else:
     LiteLLMLoggingObj = Any
 
 
+_EMPTY_FUNCTION: Final[Mapping[str, object]] = MappingProxyType({})
+
+
 def is_valid_json(value: str) -> bool:
     """Checks whether the value passed is a valid serialized JSON string"""
     try:
@@ -111,11 +115,9 @@ class GigaChatConfig(BaseConfig):
         """
         Set up headers with OAuth token.
         """
-        # Get access token
         credentials: Final = api_key or get_secret_str("GIGACHAT_CREDENTIALS") or get_secret_str("GIGACHAT_API_KEY")
         access_token: Final = get_access_token(credentials=credentials, litellm_params=litellm_params)
 
-        # Store credentials for image uploads
         self._current_credentials = credentials
         self._current_api_base = api_base
 
@@ -208,18 +210,18 @@ class GigaChatConfig(BaseConfig):
 
     def _convert_tools_to_functions(self, tools: Sequence) -> Sequence[dict]:
         """Convert OpenAI tools format to GigaChat functions format."""
-        functions: Final[list[dict]] = []  # mutable-ok: accumulator for building functions list
-        for tool in tools:
-            if isinstance(tool, dict) and tool.get("type") == "function":
-                func = tool.get("function", {})
-                functions.append(
-                    {
-                        "name": func.get("name", ""),
-                        "description": func.get("description", ""),
-                        "parameters": func.get("parameters", {}),
-                    }
-                )
-        return functions
+        return [
+            {
+                "name": function.get("name", ""),
+                "description": function.get("description", ""),
+                "parameters": function.get("parameters", {}),
+            }
+            for function in (
+                tool.get("function", _EMPTY_FUNCTION)
+                for tool in tools
+                if isinstance(tool, dict) and tool.get("type") == "function"
+            )
+        ]
 
     def _map_tool_choice(self, tool_choice: str | Mapping[str, object]) -> str | Mapping[str, object] | None:
         """
@@ -299,7 +301,6 @@ class GigaChatConfig(BaseConfig):
                 if part.get("type") == "text":
                     texts.append(part.get("text", ""))
                 elif part.get("type") == "image_url":
-                    # Extract image URL and upload to GigaChat
                     image_url: object = part.get("image_url", {})
                     upload_url: str
                     if isinstance(image_url, str):
@@ -322,16 +323,13 @@ class GigaChatConfig(BaseConfig):
         headers: Mapping[str, object],
     ) -> dict:  # mutable-ok: request payload sent to httpx
         """Transform OpenAI request to GigaChat format."""
-        # Transform messages
         giga_messages: Final = self._transform_messages(messages)
 
-        # Build request
         request_data: Final[dict[str, object]] = {
             "model": model.replace("gigachat/", ""),
             "messages": giga_messages,
         }
 
-        # Add optional params
         for key in [
             "temperature",
             "top_p",
@@ -343,7 +341,6 @@ class GigaChatConfig(BaseConfig):
             if key in optional_params:
                 request_data[key] = optional_params[key]
 
-        # Add functions if present
         if "functions" in optional_params:
             request_data["functions"] = optional_params["functions"]
         if "function_call" in optional_params:
@@ -358,10 +355,8 @@ class GigaChatConfig(BaseConfig):
         for i, msg in enumerate(messages):
             message = dict(msg)
 
-            # Remove unsupported fields
             message.pop("name", None)
 
-            # Transform roles
             role = message.get("role", "user")
             if role == "developer":
                 message["role"] = "system"
@@ -374,18 +369,15 @@ class GigaChatConfig(BaseConfig):
                 if not isinstance(content, str) or not is_valid_json(content):
                     message["content"] = json.dumps(content, ensure_ascii=False)
 
-            # Handle None content
             if message.get("content") is None:
                 message["content"] = ""
 
-            # Handle list content (multimodal) - extract text and images
             content = message.get("content")
             if isinstance(content, list):
                 message["content"], attachments = self._transform_list_content(content)
                 if attachments:
                     message["attachments"] = attachments
 
-            # Transform tool_calls to function_call
             tool_calls = message.get("tool_calls")
             if tool_calls and isinstance(tool_calls, list) and len(tool_calls) > 0:
                 tool_call = tool_calls[0]
@@ -436,13 +428,11 @@ class GigaChatConfig(BaseConfig):
             message_data = choice.get("message", {})
             finish_reason = choice.get("finish_reason", "stop")
 
-            # Transform function_call to tool_calls or content
             if finish_reason == "function_call" and message_data.get("function_call"):
                 func_call = message_data["function_call"]
                 args = func_call.get("arguments", {})
 
                 if is_structured_output:
-                    # Convert to content for structured output
                     if isinstance(args, dict):
                         content = json.dumps(args, ensure_ascii=False)
                     else:
@@ -452,7 +442,6 @@ class GigaChatConfig(BaseConfig):
                     message_data.pop("functions_state_id", None)
                     finish_reason = "stop"
                 else:
-                    # Convert to tool_calls format
                     if isinstance(args, dict):
                         args = json.dumps(args, ensure_ascii=False)
                     message_data["tool_calls"] = [
@@ -468,7 +457,6 @@ class GigaChatConfig(BaseConfig):
                     message_data.pop("function_call", None)
                     finish_reason = "tool_calls"
 
-            # Clean up GigaChat-specific fields
             message_data.pop("functions_state_id", None)
 
             choices.append(
diff --git a/litellm/llms/gigachat/embedding/transformation.py b/litellm/llms/gigachat/embedding/transformation.py
index 2ec8324e33c..0db4475be8f 100644
--- a/litellm/llms/gigachat/embedding/transformation.py
+++ b/litellm/llms/gigachat/embedding/transformation.py
@@ -112,18 +112,10 @@ class GigaChatEmbeddingConfig(BaseEmbeddingConfig):
             "input": ["text1", "text2", ...]
         }
         """
-        # Normalize input to list
-        if isinstance(input, str):
-            input_list: list = [input]  # rebind-ok: locally scoped conversion
-        else:
-            input_list = input
-
-        # Remove gigachat/ prefix from model if present
-        model = model.removeprefix("gigachat/")  # rebind-ok: parameter reassignment for normalization
-
+        normalized_input: Final = [input] if isinstance(input, str) else input  # mutable-ok: preserve list API
         return {
-            "model": model,
-            "input": input_list,
+            "model": model.removeprefix("gigachat/"),
+            "input": normalized_input,
         }
 
     def transform_embedding_response(
diff --git a/litellm/llms/gigachat/passthrough/transformation.py b/litellm/llms/gigachat/passthrough/transformation.py
index a0edc6f5682..e1f73d04275 100644
--- a/litellm/llms/gigachat/passthrough/transformation.py
+++ b/litellm/llms/gigachat/passthrough/transformation.py
@@ -60,7 +60,6 @@ class GigaChatPassthroughConfig(BasePassthroughConfig):
         """
         Set up headers with OAuth token.
         """
-        # Get access token
         access_token: Final = get_access_token(credentials=api_key, litellm_params=litellm_params)
 
         headers["Authorization"] = f"Bearer {access_token}"  # rebind-ok: mutating for OAuth setup
@@ -82,7 +81,6 @@ class GigaChatPassthroughConfig(BasePassthroughConfig):
         from litellm.types.utils import LlmProviders, ModelResponse
         from litellm.utils import ProviderConfigManager
 
-        # cost tracking only for completions and embeddings
         if "completions" in endpoint:
             provider_chat_config: Final = ProviderConfigManager.get_provider_chat_config(
                 provider=LlmProviders(custom_llm_provider),
diff --git a/litellm/llms/gigachat/utils.py b/litellm/llms/gigachat/utils.py
index cbb35cd1b57..ce7e848ed7f 100644
--- a/litellm/llms/gigachat/utils.py
+++ b/litellm/llms/gigachat/utils.py
@@ -4,7 +4,6 @@ from typing import Final
 from litellm.secret_managers.main import get_secret_str
 from litellm.types.utils import PromptTokensDetailsWrapper, Usage
 
-# GigaChat API endpoint
 GIGACHAT_BASE_URL: Final = "https://gigachat.devices.sberbank.ru/api/v1"
 
 
diff --git a/litellm/llms/hosted_vllm/rerank/transformation.py b/litellm/llms/hosted_vllm/rerank/transformation.py
index 0e8fa294f5d..764d80c6f82 100644
--- a/litellm/llms/hosted_vllm/rerank/transformation.py
+++ b/litellm/llms/hosted_vllm/rerank/transformation.py
@@ -3,16 +3,20 @@ Transformation logic for Hosted VLLM rerank
 """
 
 from collections.abc import Mapping
+from types import MappingProxyType
 from typing import Any, Final
 
 import httpx
+from pydantic import ValidationError
 
 from litellm._uuid import uuid
+from litellm.exceptions import UnsupportedParamsError
 from litellm.litellm_core_utils.litellm_logging import Logging as LiteLLMLoggingObj
 from litellm.llms.base_llm.chat.transformation import BaseLLMException
 from litellm.llms.base_llm.rerank.transformation import BaseRerankConfig
 from litellm.secret_managers.main import get_secret_str
 from litellm.types.rerank import (
+    HostedVLLMRerankTruncationParams,
     OptionalRerankParams,
     RerankBilledUnits,
     RerankRequest,
@@ -34,6 +38,13 @@ class HostedVLLMRerankError(BaseLLMException):
         super().__init__(status_code=status_code, message=message, headers=headers)
 
 
+def validated_truncation_params(non_default_params: Mapping[str, object] | None) -> HostedVLLMRerankTruncationParams:
+    try:
+        return HostedVLLMRerankTruncationParams.model_validate(non_default_params or MappingProxyType({}))
+    except ValidationError as error:
+        raise UnsupportedParamsError(status_code=400, message=f"hosted_vllm rerank: {error}") from error
+
+
 class HostedVLLMRerankConfig(BaseRerankConfig):
     def __init__(self) -> None:
         pass
@@ -62,7 +73,11 @@ class HostedVLLMRerankConfig(BaseRerankConfig):
             "top_n",
             "rank_fields",
             "return_documents",
+            "max_tokens_per_doc",
             "instruction",
+            "truncate_prompt_tokens",
+            "truncation_side",
+            "max_tokens_per_query",
         ]
 
     def map_cohere_rerank_params(
@@ -100,7 +115,15 @@ class HostedVLLMRerankConfig(BaseRerankConfig):
         if instruction is not None:
             mapped_params["instruction"] = instruction
 
-        return dict(mapped_params)
+        truncation: Final = validated_truncation_params(non_default_params)
+        forwarded: Final[OptionalRerankParams] = {
+            **mapped_params,
+            "max_tokens_per_doc": max_tokens_per_doc,
+            "truncate_prompt_tokens": truncation.truncate_prompt_tokens,
+            "truncation_side": truncation.truncation_side,
+            "max_tokens_per_query": truncation.max_tokens_per_query,
+        }
+        return dict(forwarded)
 
     def validate_environment(
         self,
@@ -138,6 +161,7 @@ class HostedVLLMRerankConfig(BaseRerankConfig):
         if "documents" not in optional_rerank_params:
             raise ValueError("documents is required for Hosted VLLM rerank")
 
+        truncation: Final = HostedVLLMRerankTruncationParams.model_validate(optional_rerank_params)
         rerank_request: Final = RerankRequest(
             model=model,
             query=optional_rerank_params["query"],
@@ -146,6 +170,10 @@ class HostedVLLMRerankConfig(BaseRerankConfig):
             rank_fields=optional_rerank_params.get("rank_fields", None),
             return_documents=optional_rerank_params.get("return_documents", None),
             instruction=optional_rerank_params.get("instruction", None),
+            max_tokens_per_doc=truncation.max_tokens_per_doc,
+            truncate_prompt_tokens=truncation.truncate_prompt_tokens,
+            truncation_side=truncation.truncation_side,
+            max_tokens_per_query=truncation.max_tokens_per_query,
         )
         return rerank_request.model_dump(exclude_none=True)
 
diff --git a/litellm/llms/langflow/a2a.py b/litellm/llms/langflow/a2a.py
index cae750d586e..060dc0a4d05 100644
--- a/litellm/llms/langflow/a2a.py
+++ b/litellm/llms/langflow/a2a.py
@@ -1,28 +1,9 @@
-import hashlib
 from typing import Any, Final
 
-
-def get_session_id_from_a2a_params(params: dict[str, Any]) -> str | None:
-    message: Final = params.get("message", {})
-    if isinstance(message, dict):
-        return message.get("contextId")
-    return getattr(message, "contextId", None)
-
-
-def scope_session_to_principal(session_id: str, principal: str | None) -> str:
-    """
-    Bind a client-supplied A2A contextId to the authenticated principal.
-
-    Without this, two distinct keys authorized for the same LangFlow agent could
-    set the same contextId and read/append to each other's LangFlow memory. The
-    principal is hashed (it is already a hashed token) so the raw value is never
-    sent to the LangFlow backend, while the original contextId is kept as a
-    suffix for operator-side correlation.
-    """
-    if not principal:
-        return session_id
-    principal_prefix: Final = hashlib.sha256(principal.encode("utf-8")).hexdigest()[:16]
-    return f"{principal_prefix}-{session_id}"
+from litellm.a2a_protocol.utils import (
+    get_session_id_from_a2a_params,
+    scope_session_to_principal,
+)
 
 
 def merge_a2a_session_into_litellm_params(
diff --git a/litellm/llms/milvus/vector_stores/transformation.py b/litellm/llms/milvus/vector_stores/transformation.py
index 34f0cd854c4..70d3649debd 100644
--- a/litellm/llms/milvus/vector_stores/transformation.py
+++ b/litellm/llms/milvus/vector_stores/transformation.py
@@ -1,9 +1,14 @@
+from __future__ import annotations
+
+from collections.abc import Mapping, Sequence
 from typing import TYPE_CHECKING, Any, Final
 
 import httpx
 
-import litellm
-from litellm.llms.base_llm.vector_store.transformation import BaseVectorStoreConfig
+from litellm.llms.base_llm.vector_store.transformation import (
+    BaseQueryEmbeddingVectorStoreConfig,
+    VectorStoreEmbeddingExecutor,
+)
 from litellm.secret_managers.main import get_secret_str
 from litellm.types.router import GenericLiteLLMParams
 from litellm.types.vector_stores import (
@@ -36,7 +41,7 @@ MILVUS_OPTIONAL_PARAMS: Final = {
 }
 
 
-class MilvusVectorStoreConfig(BaseVectorStoreConfig):
+class MilvusVectorStoreConfig(BaseQueryEmbeddingVectorStoreConfig):
     """
     Configuration for Milvus Vector Store
 
@@ -117,77 +122,77 @@ class MilvusVectorStoreConfig(BaseVectorStoreConfig):
     def transform_search_vector_store_request(
         self,
         vector_store_id: str,
-        query: str | list[str],
+        query: str | Sequence[str],
         vector_store_search_optional_params: VectorStoreSearchOptionalRequestParams,
         api_base: str,
         litellm_logging_obj: LiteLLMLoggingObj,
-        litellm_params: dict,
-        extra_body: dict[str, Any] | None = None,
-    ) -> tuple[str, dict[str, Any]]:
-        """
-        Transform search request for Azure AI Search API
+        litellm_params: Mapping[str, object],
+        extra_body: Mapping[str, object] | None = None,
+        embedding_executor: VectorStoreEmbeddingExecutor | None = None,
+    ) -> tuple[str, dict[str, object]]:
+        query_text: Final = self.query_text(query)
+        query_vector: Final = self.embed_query(query_text, litellm_params, embedding_executor)
+        return self._search_request(
+            vector_store_id,
+            query_text,
+            query_vector,
+            vector_store_search_optional_params,
+            api_base,
+            litellm_logging_obj,
+            litellm_params,
+        )
 
-        Generates embeddings using litellm.embeddings and constructs Azure AI Search request
-        """
-        # Convert query to string if it's a list
-        if isinstance(query, list):
-            query = " ".join(query)
+    async def atransform_search_vector_store_request(
+        self,
+        vector_store_id: str,
+        query: str | Sequence[str],
+        vector_store_search_optional_params: VectorStoreSearchOptionalRequestParams,
+        api_base: str,
+        litellm_logging_obj: LiteLLMLoggingObj,
+        litellm_params: Mapping[str, object],
+        extra_body: Mapping[str, object] | None = None,
+        embedding_executor: VectorStoreEmbeddingExecutor | None = None,
+    ) -> tuple[str, dict[str, object]]:
+        query_text: Final = self.query_text(query)
+        query_vector: Final = await self.aembed_query(query_text, litellm_params, embedding_executor)
+        return self._search_request(
+            vector_store_id,
+            query_text,
+            query_vector,
+            vector_store_search_optional_params,
+            api_base,
+            litellm_logging_obj,
+            litellm_params,
+        )
 
-        # Get embedding model from litellm_params (required)
-        embedding_model: Final = litellm_params.get("litellm_embedding_model")
-        if not embedding_model:
-            raise ValueError(
-                "embedding_model is required in litellm_params for Milvus. You can call any litellm embedding model."
-                "Example: litellm_params['embedding_model'] = 'azure/text-embedding-3-large'"
+    @staticmethod
+    def _search_request(
+        vector_store_id: str,
+        query_text: str,
+        query_vector: Sequence[float],
+        vector_store_search_optional_params: VectorStoreSearchOptionalRequestParams,
+        api_base: str,
+        litellm_logging_obj: LiteLLMLoggingObj,
+        litellm_params: Mapping[str, object],
+    ) -> tuple[str, dict[str, object]]:
+        scope: Final = {
+            key: value
+            for key, value in (
+                ("dbName", litellm_params.get("milvus_db_name")),
+                ("partitionNames", litellm_params.get("milvus_partition_names")),
             )
-
-        embedding_config: Final = litellm_params.get("litellm_embedding_config", {})
-        if not embedding_config:
-            raise ValueError(
-                "embedding_config is required in litellm_params for Milvus. You can call any litellm embedding model."
-                "Example: litellm_params['embedding_config'] = {'api_base': 'https://krris-mh44uf7y-eastus2.cognitiveservices.azure.com/', 'api_key': 'os.environ/AZURE_API_KEY', 'api_version': '2025-09-01'}"
-            )
-
-        # Get top_k (number of results to return)
-        # Generate embedding for the query using litellm.embeddings
-        try:
-            embedding_response: Final = litellm.embedding(
-                model=embedding_model,
-                input=[query],
-                **embedding_config,
-            )
-            query_vector: Final = embedding_response.data[0]["embedding"]
-        except Exception as e:
-            raise Exception(f"Failed to generate embedding for query: {e}")
-
-        # Azure AI Search endpoint for search
-        index_name: Final = vector_store_id  # vector_store_id is the index name
-        url: Final = f"{api_base}/v2/vectordb/entities/search"
-
-        # Build the request body for Azure AI Search with vector search
-        request_body: Final[dict[str, Any]] = {
-            "collectionName": index_name,
+            if value
+        }
+        litellm_logging_obj.model_call_details["input"] = query_text
+        litellm_logging_obj.model_call_details["embedding_model"] = litellm_params.get("litellm_embedding_model")
+        return f"{api_base}/v2/vectordb/entities/search", {
+            "collectionName": vector_store_id,
             "data": [query_vector],
             "annsField": "book_intro_vector",
             **vector_store_search_optional_params,
+            **scope,
         }
 
-        db_name: Final = litellm_params.get("milvus_db_name")
-        if db_name:
-            request_body["dbName"] = db_name
-
-        partition_names: Final = litellm_params.get("milvus_partition_names")
-        if partition_names:
-            request_body["partitionNames"] = partition_names
-
-        #########################################################
-        # Update logging object with details of the request
-        #########################################################
-        litellm_logging_obj.model_call_details["input"] = query
-        litellm_logging_obj.model_call_details["embedding_model"] = embedding_model
-
-        return url, request_body
-
     def transform_search_vector_store_response(
         self, response: httpx.Response, litellm_logging_obj: LiteLLMLoggingObj
     ) -> VectorStoreSearchResponse:
diff --git a/litellm/llms/ollama/chat/transformation.py b/litellm/llms/ollama/chat/transformation.py
index de626b468f0..181894646e3 100644
--- a/litellm/llms/ollama/chat/transformation.py
+++ b/litellm/llms/ollama/chat/transformation.py
@@ -423,6 +423,7 @@ class OllamaChatConfig(BaseConfig):
 class OllamaChatCompletionResponseIterator(BaseModelResponseIterator):
     started_reasoning_content: bool = False
     finished_reasoning_content: bool = False
+    seen_tool_calls: bool = False
 
     def _is_function_call_complete(self, function_args: str | dict) -> bool:
         if isinstance(function_args, dict):
@@ -468,6 +469,7 @@ class OllamaChatCompletionResponseIterator(BaseModelResponseIterator):
             # process tool calls - if complete function arg - add id to tool call
             tool_calls: Final = chunk["message"].get("tool_calls")
             if tool_calls is not None:
+                self.seen_tool_calls = True
                 for tool_call in tool_calls:
                     function_args = tool_call.get("function").get("arguments")
                     if function_args is not None and len(function_args) > 0:
@@ -508,9 +510,10 @@ class OllamaChatCompletionResponseIterator(BaseModelResponseIterator):
 
             if chunk["done"] is True:
                 finish_reason = chunk.get("done_reason") or "stop"
-                # Override finish_reason when tool_calls are present
+                # Override finish_reason when tool_calls appeared in any chunk
                 # Fixes: https://github.com/BerriAI/litellm/issues/18922
-                if tool_calls is not None:
+                # Fixes: https://github.com/BerriAI/litellm/issues/34692
+                if self.seen_tool_calls:
                     finish_reason = "tool_calls"
                 choices = [
                     StreamingChoices(
diff --git a/litellm/llms/openai/chat/gpt_transformation.py b/litellm/llms/openai/chat/gpt_transformation.py
index f3e41c054ef..9afc6331d96 100644
--- a/litellm/llms/openai/chat/gpt_transformation.py
+++ b/litellm/llms/openai/chat/gpt_transformation.py
@@ -20,9 +20,9 @@ from litellm.litellm_core_utils.llm_response_utils.convert_dict_to_response impo
 )
 from litellm.litellm_core_utils.prompt_templates.common_utils import (
     drop_tool_reference_parts_from_tool_messages,
-    flatten_top_level_schema_combinators,
     get_tool_call_names,
     hoist_images_from_tool_messages,
+    tool_with_flattened_parameters,
 )
 from litellm.litellm_core_utils.prompt_templates.image_handling import (
     async_convert_url_to_base64,
@@ -70,19 +70,6 @@ else:
 _NO_TOOLS_UPDATE: Final[Mapping[str, object]] = MappingProxyType({})
 
 
-def _tool_with_flattened_parameters(tool: Mapping[str, object]) -> Mapping[str, object]:
-    function: Final = tool.get("function")
-    if not isinstance(function, dict):
-        return tool
-    parameters: Final = function.get("parameters")
-    if not isinstance(parameters, dict):
-        return tool
-    flattened: Final = flatten_top_level_schema_combinators(parameters)
-    if flattened is parameters:
-        return tool
-    return {**tool, "function": {**function, "parameters": flattened}}  # mutable-ok: request tools are JSON dicts
-
-
 class OpenAIGPTConfig(BaseLLMModelInfo, BaseConfig):
     """
     Reference: https://platform.openai.com/docs/api-reference/chat/create
@@ -466,7 +453,7 @@ class OpenAIGPTConfig(BaseLLMModelInfo, BaseConfig):
         ):
             return _NO_TOOLS_UPDATE
         flattened: Final = [  # mutable-ok: request tools are a JSON list
-            _tool_with_flattened_parameters(tool) if isinstance(tool, dict) else tool for tool in tools
+            tool_with_flattened_parameters(tool) if isinstance(tool, dict) else tool for tool in tools
         ]
         return MappingProxyType({"tools": flattened})
 
diff --git a/litellm/llms/openai/chat/guardrail_translation/handler.py b/litellm/llms/openai/chat/guardrail_translation/handler.py
index ed628f55350..d41c8557d72 100644
--- a/litellm/llms/openai/chat/guardrail_translation/handler.py
+++ b/litellm/llms/openai/chat/guardrail_translation/handler.py
@@ -14,16 +14,23 @@ Pattern Overview:
 This pattern can be replicated for other message formats (e.g., Anthropic).
 """
 
+import json
+import time
+import uuid
 from collections.abc import Sequence
 from typing import TYPE_CHECKING, Any, Final, Union, cast
 
+from typing_extensions import NotRequired, ReadOnly, TypedDict
+
 import litellm
 from litellm._logging import verbose_proxy_logger
 from litellm.llms.base_llm.guardrail_translation.base_translation import (
     BaseTranslation,
+    StreamingScanKey,
     StreamTransformSink,
 )
 from litellm.llms.base_llm.guardrail_translation.utils import (
+    blocked_chat_stream_usage,
     effective_scan_only_tool_results_for_guardrail,
     effective_skip_system_message_for_guardrail,
     effective_skip_tool_message_for_guardrail,
@@ -32,6 +39,9 @@ from litellm.llms.base_llm.guardrail_translation.utils import (
     openai_tool_name,
     role_out_of_guardrail_scope,
     scoped_structured_message_indices,
+    stream_item_field,
+    stream_item_fingerprint,
+    stream_item_items,
 )
 from litellm.main import stream_chunk_builder
 from litellm.types.llms.openai import AllMessageValues, ChatCompletionToolParam
@@ -49,7 +59,10 @@ from litellm.types.utils import (
 if TYPE_CHECKING:
     from fastapi import HTTPException
 
-    from litellm.integrations.custom_guardrail import CustomGuardrail
+    from litellm.integrations.custom_guardrail import (
+        CustomGuardrail,
+        ModifyResponseException,
+    )
     from litellm.litellm_core_utils.litellm_logging import Logging as LiteLLMLoggingObj
     from litellm.proxy._types import UserAPIKeyAuth
 
@@ -493,12 +506,7 @@ class OpenAIChatCompletionsHandler(BaseTranslation):
         """Block-only streaming path: run the guardrail so an in-flight BLOCK can
         terminate the stream. Text rewrites are not propagated to the client here
         (see ``_process_streaming_transform`` for the incremental_diff path)."""
-        # check if the stream has ended
-        has_stream_ended = False
-        for chunk in responses_so_far:
-            if chunk.choices and chunk.choices[0].finish_reason is not None:
-                has_stream_ended = True
-                break
+        has_stream_ended: Final = self._first_choice_has_finished(responses_so_far)
 
         if has_stream_ended:
             # convert to model response
@@ -696,8 +704,33 @@ class OpenAIChatCompletionsHandler(BaseTranslation):
             indices[i]: coerce_stream_holdback_value(holdback[i]) for i in range(len(indices)) if i < len(holdback)
         }
 
+    def get_streaming_scan_key(self, responses_so_far: Sequence[object]) -> StreamingScanKey | None:
+        chunks: Final = tuple(chunk for chunk in responses_so_far if isinstance(chunk, ModelResponseStream))
+        stream_ended: Final = self._first_choice_has_finished(responses_so_far)
+        return StreamingScanKey(
+            texts=tuple(self._combine_streaming_texts(chunks).values()),
+            tool_calls=self._streamed_tool_call_fingerprints(responses_so_far) if stream_ended else (),
+            stream_ended=stream_ended,
+        )
+
+    @staticmethod
+    def _streamed_tool_call_fingerprints(responses_so_far: Sequence[object]) -> tuple[str, ...]:
+        return tuple(
+            stream_item_fingerprint(tool_call)
+            for chunk in responses_so_far
+            for choice in _stream_chunk_choices(chunk)
+            for tool_call in stream_item_items(stream_item_field(choice, "delta"), "tool_calls")
+        )
+
+    @staticmethod
+    def _first_choice_has_finished(responses_so_far: Sequence[object]) -> bool:
+        first_choices: Final = tuple(
+            choices[0] for choices in (_stream_chunk_choices(chunk) for chunk in responses_so_far) if choices
+        )
+        return any(stream_item_field(choice, "finish_reason") is not None for choice in first_choices)
+
     def _combine_streaming_texts(
-        self, responses_so_far: list["ModelResponseStream"]
+        self, responses_so_far: Sequence["ModelResponseStream"]
     ) -> dict[tuple[int, int | None], str]:
         """
         Combine all streaming chunks into complete text per choice.
@@ -1005,3 +1038,129 @@ class OpenAIChatCompletionsHandler(BaseTranslation):
                                 else:
                                     # Subsequent chunks - clear the text
                                     content_item["text"] = ""
+
+    def _check_streaming_has_ended(self, responses_so_far: Sequence[object]) -> bool:
+        """
+        True once any relayed chunk carries a non-null ``finish_reason``.
+
+        The unified guardrail's ``end_of_stream_only`` streaming path probes
+        this via ``hasattr`` to withhold the terminal chunks until
+        end-of-stream moderation runs, so a block can replace the finish
+        instead of trailing after a ``finish_reason`` the client already saw.
+        """
+        return any(
+            stream_item_field(choice, "finish_reason") is not None
+            for item in responses_so_far
+            for choice in _stream_chunk_choices(item)
+        )
+
+    def build_block_sse_chunks(
+        self,
+        exc: "ModifyResponseException",
+        stream_started: bool = False,
+        responses_so_far: Sequence[object] | None = None,
+    ) -> Sequence[bytes]:
+        """
+        Build OpenAI chat-completions SSE chunks that deliver the guardrail
+        block message and terminate the stream cleanly, mirroring the
+        non-streaming block response: ``finish_reason`` ``content_filter`` plus
+        the real usage the upstream call consumed.
+
+        - ``stream_started`` False (buffered / pre-stream): nothing has been
+          sent, so open a standalone completion with a ``role`` delta.
+        - ``stream_started`` True (sampling / mid-stream): chunks already
+          reached the client, so continue the in-progress completion (reuse its
+          id/created/model, content-only delta).
+
+        The proxy's data generator appends ``data: [DONE]`` itself.
+        """
+        chunk_id, created, model = _blocked_stream_identity(exc, responses_so_far or ())
+        prompt_tokens, completion_tokens = blocked_chat_stream_usage(exc.original_response)
+        continuation_delta: Final[_BlockedChunkDelta] = {"content": exc.message}
+        standalone_delta: Final[_BlockedChunkDelta] = {"role": "assistant", "content": exc.message}
+        message_chunk: Final[_BlockedChunk] = {
+            "id": chunk_id,
+            "object": "chat.completion.chunk",
+            "created": created,
+            "model": model,
+            "choices": (
+                {
+                    "index": 0,
+                    "delta": continuation_delta if stream_started else standalone_delta,
+                    "finish_reason": None,
+                },
+            ),
+        }
+        final_chunk: Final[_BlockedChunk] = {
+            "id": chunk_id,
+            "object": "chat.completion.chunk",
+            "created": created,
+            "model": model,
+            "choices": ({"index": 0, "delta": {}, "finish_reason": "content_filter"},),
+            "usage": {
+                "prompt_tokens": prompt_tokens,
+                "completion_tokens": completion_tokens,
+                "total_tokens": prompt_tokens + completion_tokens,
+            },
+        }
+        return _chat_sse_chunk(message_chunk), _chat_sse_chunk(final_chunk)
+
+
+class _BlockedChunkDelta(TypedDict, total=False):
+    role: ReadOnly[str]
+    content: ReadOnly[str]
+
+
+class _BlockedChunkChoice(TypedDict):
+    index: ReadOnly[int]
+    delta: ReadOnly[_BlockedChunkDelta]
+    finish_reason: ReadOnly[str | None]
+
+
+class _BlockedChunkUsage(TypedDict):
+    prompt_tokens: ReadOnly[int]
+    completion_tokens: ReadOnly[int]
+    total_tokens: ReadOnly[int]
+
+
+class _BlockedChunk(TypedDict):
+    id: ReadOnly[str]
+    object: ReadOnly[str]
+    created: ReadOnly[int]
+    model: ReadOnly[str]
+    choices: ReadOnly[tuple[_BlockedChunkChoice, ...]]
+    usage: NotRequired[ReadOnly[_BlockedChunkUsage]]
+
+
+def _chat_sse_chunk(payload: _BlockedChunk) -> bytes:
+    return f"data: {json.dumps(payload)}\n\n".encode()
+
+
+def _stream_chunk_choices(item: object) -> Sequence[object]:
+    choices: Final = stream_item_field(item, "choices")
+    if isinstance(choices, Sequence) and not isinstance(choices, (str, bytes)):
+        return choices
+    return ()
+
+
+def _blocked_stream_identity(
+    exc: "ModifyResponseException", responses_so_far: Sequence[object]
+) -> tuple[str, int, str]:
+    identified: Final = next(
+        (
+            (chunk_id, item)
+            for item in responses_so_far
+            if isinstance(chunk_id := stream_item_field(item, "id"), str) and chunk_id
+        ),
+        None,
+    )
+    if identified is None:
+        return f"chatcmpl-{uuid.uuid4()}", int(time.time()), exc.model
+    chunk_id, source = identified
+    created: Final = stream_item_field(source, "created")
+    model: Final = stream_item_field(source, "model")
+    return (
+        chunk_id,
+        created if isinstance(created, int) else int(time.time()),
+        model if isinstance(model, str) and model else exc.model,
+    )
diff --git a/litellm/llms/openai/common_utils.py b/litellm/llms/openai/common_utils.py
index 4d774f6f165..2db6d78a218 100644
--- a/litellm/llms/openai/common_utils.py
+++ b/litellm/llms/openai/common_utils.py
@@ -11,6 +11,7 @@ import time
 import uuid
 from collections.abc import AsyncIterator, Iterator, Mapping
 from typing import TYPE_CHECKING, Any, Final, Literal, NamedTuple, Optional
+from urllib.parse import urlsplit
 
 import httpx
 import openai
@@ -43,6 +44,14 @@ _OPENAI_INIT_PARAMS: Final[tuple[str, ...]] = _get_client_init_params(OpenAI)
 _AZURE_OPENAI_INIT_PARAMS: Final[tuple[str, ...]] = _get_client_init_params(AzureOpenAI)
 
 
+_OPENAI_API_HOST: Final[str] = "api.openai.com"
+
+
+def is_openai_backed_api_base(api_base: str) -> bool:
+    hostname: Final = urlsplit(api_base).hostname
+    return hostname is not None and (hostname == _OPENAI_API_HOST or hostname.endswith(f".{_OPENAI_API_HOST}"))
+
+
 class OpenAIError(BaseLLMException):
     def __init__(
         self,
@@ -305,14 +314,16 @@ class BaseOpenAILLM:
 
         # Get unified SSL configuration
         ssl_config: Final = get_ssl_configuration()
+        transport: Final = AsyncHTTPHandler._create_async_transport(
+            ssl_context=(ssl_config if isinstance(ssl_config, ssl.SSLContext) else None),
+            ssl_verify=ssl_config if isinstance(ssl_config, bool) else None,
+            shared_session=shared_session,
+        )
 
         return httpx.AsyncClient(
             verify=ssl_config,
-            transport=AsyncHTTPHandler._create_async_transport(
-                ssl_context=(ssl_config if isinstance(ssl_config, ssl.SSLContext) else None),
-                ssl_verify=ssl_config if isinstance(ssl_config, bool) else None,
-                shared_session=shared_session,
-            ),
+            transport=transport,
+            mounts=AsyncHTTPHandler._create_httpx_proxy_mounts(transport, verify=ssl_config, cert=None),
             follow_redirects=True,
         )
 
diff --git a/litellm/llms/openai/image_generation/gpt_transformation.py b/litellm/llms/openai/image_generation/gpt_transformation.py
index 05494c497ca..090b2eba387 100644
--- a/litellm/llms/openai/image_generation/gpt_transformation.py
+++ b/litellm/llms/openai/image_generation/gpt_transformation.py
@@ -82,8 +82,8 @@ class GPTImageGenerationConfig(BaseImageGenerationConfig):
         )
 
         # set optional params
-        image_response.size = optional_params.get("size", "1024x1024")  # default is always 1024x1024
-        image_response.quality = optional_params.get("quality", "high")  # always hd for dall-e-3
-        image_response.output_format = optional_params.get("response_format", "png")  # always png for dall-e-3
+        image_response.size = image_response.size or optional_params.get("size", "1024x1024")
+        image_response.quality = image_response.quality or optional_params.get("quality", "high")
+        image_response.output_format = image_response.output_format or optional_params.get("output_format", "png")
 
         return image_response
diff --git a/litellm/llms/openai/openai.py b/litellm/llms/openai/openai.py
index 1cfc6e06ee9..edc8d64d9c2 100644
--- a/litellm/llms/openai/openai.py
+++ b/litellm/llms/openai/openai.py
@@ -2,7 +2,6 @@ import time
 import types
 from collections.abc import AsyncIterator, Callable, Coroutine, Iterable, Iterator, Mapping
 from typing import TYPE_CHECKING, Any, Final, Literal, Optional, cast
-from urllib.parse import urlparse
 
 import httpx
 
@@ -55,6 +54,7 @@ from .common_utils import (
     OpenAIError,
     build_output_token_limit_response,
     drop_params_from_unprocessable_entity_error,
+    is_openai_backed_api_base,
     is_output_token_limit_error,
 )
 from .workload_identity import resolve_openai_workload_identity_config
@@ -1190,10 +1190,8 @@ class OpenAIChatCompletion(BaseLLM, BaseOpenAILLM):
         """
         if stream_options is not None:
             return {"stream_options": stream_options}
-        else:
-            # by default litellm will include usage for openai endpoints
-            if api_base is None or urlparse(api_base).hostname == "api.openai.com":
-                return {"stream_options": {"include_usage": True}}
+        if api_base is None or is_openai_backed_api_base(api_base):
+            return {"stream_options": {"include_usage": True}}
         return {}
 
     # Embedding
diff --git a/litellm/llms/openai/responses/guardrail_translation/handler.py b/litellm/llms/openai/responses/guardrail_translation/handler.py
index 24dbd7c08d0..ecc89c5f135 100644
--- a/litellm/llms/openai/responses/guardrail_translation/handler.py
+++ b/litellm/llms/openai/responses/guardrail_translation/handler.py
@@ -28,30 +28,58 @@ Output: response.output is List[GenericResponseOutputItem] where each has:
     - text: str
 """
 
-from collections.abc import Sequence
-from typing import TYPE_CHECKING, Any, Final, Union, cast
+import copy
+import time
+import uuid
+from collections.abc import Mapping, Sequence
+from dataclasses import dataclass
+from itertools import accumulate
+from types import MappingProxyType
+from typing import TYPE_CHECKING, Any, Final, NamedTuple, Union, cast
 
 from openai.types.responses.response_function_tool_call import ResponseFunctionToolCall
-from openai.types.responses.tool_param import FunctionToolParam
-from pydantic import BaseModel
+from pydantic import BaseModel, TypeAdapter
 from typing_extensions import ReadOnly, TypedDict
 
 from litellm._logging import verbose_proxy_logger
 from litellm.completion_extras.litellm_responses_transformation.transformation import (
+    LiteLLMResponsesTransformationHandler,
     OpenAiResponsesToChatCompletionStreamIterator,
 )
-from litellm.llms.base_llm.guardrail_translation.base_translation import BaseTranslation
+from litellm.llms.base_llm.guardrail_translation.base_translation import (
+    BaseTranslation,
+    StreamingScanKey,
+)
+from litellm.llms.base_llm.guardrail_translation.utils import (
+    blocked_responses_stream_usage,
+    stream_item_field,
+    stream_item_fingerprint,
+    stream_item_items,
+)
+from litellm.llms.openai.responses.guardrail_translation.tool_merge import merge_guardrailed_tools
 from litellm.responses.litellm_completion_transformation.transformation import (
     LiteLLMCompletionResponsesConfig,
 )
 from litellm.types.llms.openai import (
     AllMessageValues,
+    BaseLiteLLMOpenAIResponseObject,
     ChatCompletionToolCallChunk,
     ChatCompletionToolParam,
+    ContentPartAddedEvent,
+    ContentPartDoneEvent,
+    ContentPartDonePartOutputText,
     ErrorEvent,
     ErrorEventError,
-    OpenAIMcpServerTool,
+    OutputItemAddedEvent,
+    OutputItemDoneEvent,
+    OutputTextDeltaEvent,
+    OutputTextDoneEvent,
+    ResponseAPIUsage,
+    ResponseCompletedEvent,
+    ResponsesAPIOptionalRequestParams,
+    ResponsesAPIResponse,
     ResponsesAPIStreamEvents,
+    ResponsesAPIStreamingResponse,
 )
 from litellm.types.responses.main import (
     GenericResponseOutputItem,
@@ -63,11 +91,13 @@ from litellm.types.utils import GenericGuardrailAPIInputs
 if TYPE_CHECKING:
     from fastapi import HTTPException
 
-    from litellm.integrations.custom_guardrail import CustomGuardrail
+    from litellm.integrations.custom_guardrail import (
+        CustomGuardrail,
+        ModifyResponseException,
+    )
     from litellm.litellm_core_utils.litellm_logging import Logging as LiteLLMLoggingObj
     from litellm.proxy._types import UserAPIKeyAuth
     from litellm.types.llms.openai import ResponseInputParam
-    from litellm.types.utils import ResponsesAPIResponse
 
 
 class ResponseOutputEnvelope(TypedDict, total=False):
@@ -82,6 +112,203 @@ class ResponsesStreamChunk(TypedDict, total=False):
 
     type: ReadOnly[str]
     text: ReadOnly[str]
+    delta: ReadOnly[str]
+    item_id: ReadOnly[str]
+    output_index: ReadOnly[int]
+    content_index: ReadOnly[int]
+
+
+_PATCHABLE_ITEM_FIELDS: Final[Mapping[str, str]] = MappingProxyType(
+    {"function_call_output": "output", "message": "content"}
+)
+
+_EMPTY_RESPONSES_REQUEST: Final[ResponsesAPIOptionalRequestParams] = {}
+
+
+def _item_rewrite_field(item: Mapping[str, object]) -> str | None:
+    item_type: Final = item.get("type")
+    if item_type is None:
+        return "content" if "content" in item else None
+    if not isinstance(item_type, str):
+        return None
+    return _PATCHABLE_ITEM_FIELDS.get(item_type)
+
+
+def _rewritten_input_item(item: Mapping[str, object], rewritten: object) -> Mapping[str, object] | None:
+    field: Final = _item_rewrite_field(item)
+    if field is None or not isinstance(rewritten, Mapping):
+        return None
+    rewritten_content: Final = rewritten.get("content")
+    if isinstance(item.get(field), str) and isinstance(rewritten_content, str):
+        return {**item, field: rewritten_content}  # mutable-ok: request input items must stay JSON-plain dicts
+    rewritten_row: Final = cast("AllMessageValues", rewritten)  # cast-ok: guardrails hand back chat-shaped rows
+    converted_items, _ = LiteLLMResponsesTransformationHandler().convert_chat_completion_messages_to_responses_api(
+        [rewritten_row]  # mutable-ok: converter signature takes a list
+    )
+    if len(converted_items) != 1 or not isinstance(converted_items[0], Mapping):
+        return None
+    first_converted: Final = cast("Mapping[str, object]", converted_items[0])  # cast-ok: isinstance-checked above
+    converted_value: Final = first_converted.get(field)
+    if converted_value is None:
+        return None
+    return {**item, field: converted_value}  # mutable-ok: request input items must stay JSON-plain dicts
+
+
+def _is_function_call_item(item: object) -> bool:
+    return isinstance(item, Mapping) and item.get("type") in ("function_call", "custom_tool_call")
+
+
+def _last_message_role(messages: Sequence[object]) -> str | None:
+    if not messages:
+        return None
+    last: Final = messages[-1]
+    role: Final = last.get("role") if isinstance(last, Mapping) else getattr(last, "role", None)
+    return role if isinstance(role, str) else None
+
+
+def _provenance_unit_bounds(
+    raw_input: Sequence[object],
+    solo_conversions: Sequence[Sequence[object]],
+) -> tuple[tuple[int, int], ...]:
+    trailing_roles: Final = tuple(
+        accumulate(
+            (_last_message_role(messages) for messages in solo_conversions),
+            lambda previous, current: current if current is not None else previous,
+        )
+    )
+    start_indexes: Final = tuple(
+        index
+        for index in range(len(raw_input))
+        if index == 0 or not (_is_function_call_item(raw_input[index]) and trailing_roles[index - 1] == "assistant")
+    )
+    return tuple(zip(start_indexes, (*start_indexes[1:], len(raw_input))))
+
+
+def _input_item_provenance(
+    raw_input: Sequence[object],
+    expected_messages: Sequence[object],
+) -> tuple[Mapping[int, int], frozenset[int]] | None:
+    if not all(isinstance(item, Mapping) for item in raw_input):
+        return None
+    solo_conversions: Final = tuple(
+        LiteLLMCompletionResponsesConfig.transform_responses_api_input_to_messages(
+            input=cast("ResponseInputParam", [item]),  # cast-ok: items checked as Mappings above
+            responses_api_request=_EMPTY_RESPONSES_REQUEST,
+        )
+        for item in raw_input
+    )
+    full_conversion: Final = tuple(
+        LiteLLMCompletionResponsesConfig.transform_responses_api_input_to_messages(
+            input=cast("ResponseInputParam", list(raw_input)),  # cast-ok: items checked as Mappings above
+            responses_api_request=_EMPTY_RESPONSES_REQUEST,
+        )
+    )
+    if full_conversion != tuple(expected_messages):
+        return None
+    units: Final = _provenance_unit_bounds(raw_input, solo_conversions)
+    unit_messages: Final = tuple(
+        tuple(solo_conversions[start])
+        if end - start == 1
+        else tuple(
+            LiteLLMCompletionResponsesConfig.transform_responses_api_input_to_messages(
+                input=cast("ResponseInputParam", list(raw_input[start:end])),  # cast-ok: checked as Mappings above
+                responses_api_request=_EMPTY_RESPONSES_REQUEST,
+            )
+        )
+        for start, end in units
+    )
+    if tuple(message for messages in unit_messages for message in messages) != full_conversion:
+        return None
+    boundaries: Final = tuple(accumulate((len(messages) for messages in unit_messages), initial=0))
+    item_for_message: Final = MappingProxyType(
+        {
+            message_index: start
+            for unit_index, (start, end) in enumerate(units)
+            if end - start == 1
+            for message_index in range(boundaries[unit_index], boundaries[unit_index + 1])
+        }
+    )
+    tainted: Final = frozenset(
+        message_index
+        for unit_index, (start, end) in enumerate(units)
+        if end - start > 1
+        for message_index in range(boundaries[unit_index], boundaries[unit_index + 1])
+    )
+    return item_for_message, tainted
+
+
+class _RequestFields(NamedTuple):
+    input: tuple[object, ...]
+    instructions: str | None
+
+
+class _ExtractedInputs(NamedTuple):
+    inputs: GenericGuardrailAPIInputs
+    task_mappings: tuple[tuple[int, int | None], ...]
+
+
+def _patched_request_fields(
+    raw_input: object,
+    instructions: object,
+    original_messages: Sequence[object],
+    structured_messages: Sequence[object],
+) -> _RequestFields | None:
+    if not isinstance(raw_input, list) or len(original_messages) != len(structured_messages):
+        return None
+    offset: Final = 1 if instructions else 0
+    provenance: Final = _input_item_provenance(raw_input, tuple(original_messages)[offset:])
+    if provenance is None:
+        return None
+    item_for_message, tainted = provenance
+    changed: Final = tuple(
+        (index, rewritten)
+        for index, (original, rewritten) in enumerate(zip(original_messages, structured_messages))
+        if original != rewritten
+    )
+    instruction_rewrites: Final = tuple(rewritten for index, rewritten in changed if index < offset)
+    rewritten_instructions: Final = (
+        instruction_rewrites[0].get("content")
+        if instruction_rewrites and isinstance(instruction_rewrites[0], Mapping)
+        else instructions
+    )
+    instructions_value: Final = rewritten_instructions if isinstance(rewritten_instructions, str) else None
+    if rewritten_instructions is not None and instructions_value is None:
+        return None
+    body_changes: Final = tuple((index - offset, rewritten) for index, rewritten in changed if index >= offset)
+    if any(message_index in tainted or message_index not in item_for_message for message_index, _ in body_changes):
+        return None
+    replacements: Final = MappingProxyType(
+        {
+            item_for_message[message_index]: _rewritten_input_item(
+                cast("Mapping[str, object]", raw_input[item_for_message[message_index]]),  # cast-ok: checked Mappings
+                rewritten,
+            )
+            for message_index, rewritten in body_changes
+        }
+    )
+    if len(replacements) != len(body_changes) or any(item is None for item in replacements.values()):
+        return None
+    return _RequestFields(
+        input=tuple(replacements.get(index, item) for index, item in enumerate(raw_input)),
+        instructions=instructions_value,
+    )
+
+
+def _patch_or_convert_request_fields(
+    raw_input: object,
+    instructions: object,
+    original_messages: Sequence[object],
+    structured_messages: Sequence[AllMessageValues],
+) -> _RequestFields | None:
+    if not isinstance(structured_messages, list):
+        return None
+    patched: Final = _patched_request_fields(raw_input, instructions, original_messages, structured_messages)
+    if patched is not None:
+        return patched
+    input_items, converted_instructions = (
+        LiteLLMResponsesTransformationHandler().convert_chat_completion_messages_to_responses_api(structured_messages)
+    )
+    return _RequestFields(input=tuple(input_items), instructions=converted_instructions)
 
 
 def _next_stream_sequence_number(responses_so_far: Sequence[Any] | None) -> int:
@@ -131,102 +358,103 @@ class OpenAIResponsesHandler(BaseTranslation):
         Handles both string input and list of message objects.
         """
         input_data: Final[str | ResponseInputParam | None] = data.get("input")
-        tools_to_check: Final[list[ChatCompletionToolParam]] = []
-        if input_data is None:
+        if not isinstance(input_data, (str, list)):
             return data
-
         structured_messages: Final = self.get_structured_messages(data)
-
-        # Handle simple string input
-        if isinstance(input_data, str):
-            inputs = GenericGuardrailAPIInputs(texts=[input_data])
-            original_tools: list[dict[str, object]] = []
-
-            # Extract and transform tools if present
-            if "tools" in data and data["tools"]:
-                original_tools = list(data["tools"])
-                self._extract_and_transform_tools(data["tools"], tools_to_check)
-                if tools_to_check:
-                    inputs["tools"] = tools_to_check
-            if structured_messages:
-                inputs["structured_messages"] = structured_messages
-            # Include model information if available
-            model = data.get("model")
-            if model:
-                inputs["model"] = model
-
-            guardrailed_inputs = await guardrail_to_apply.apply_guardrail(
-                inputs=inputs,
-                request_data=data,
-                input_type="request",
-                logging_obj=litellm_logging_obj,
+        raw_tools: Final = data.get("tools")
+        original_tools: Final[tuple[Mapping[str, object], ...]] = (
+            tuple(raw_tools) if isinstance(raw_tools, list) else ()
+        )
+        flattened_tool_groups: Final = tuple(
+            form.chat_tools for form in LiteLLMCompletionResponsesConfig.responses_tools_to_chat_forms(original_tools)
+        )
+        extracted: Final = self._extract_guardrail_inputs(data, input_data, flattened_tool_groups)
+        if not extracted.inputs.get("texts"):
+            return data
+        if structured_messages:
+            extracted.inputs["structured_messages"] = structured_messages
+        guardrailed_inputs: Final = await guardrail_to_apply.apply_guardrail(
+            inputs=extracted.inputs,
+            request_data=data,
+            input_type="request",
+            logging_obj=litellm_logging_obj,
+        )
+        self._apply_guardrailed_tools_to_data(
+            data, original_tools, flattened_tool_groups, guardrailed_inputs.get("tools")
+        )
+        written_back: Final = self._written_back_request_fields(data, structured_messages, guardrailed_inputs)
+        if written_back is not None:
+            data["input"] = list(written_back.input)  # mutable-ok: JSON body
+            if written_back.instructions is None:
+                data.pop("instructions", None)
+            else:
+                data["instructions"] = written_back.instructions  # rebind-ok: data is an out-param
+        elif isinstance(input_data, str):
+            guardrailed_texts: Final = guardrailed_inputs.get("texts") or ()
+            data["input"] = guardrailed_texts[0] if guardrailed_texts else input_data  # rebind-ok: data is an out-param
+        else:
+            await self._apply_guardrail_responses_to_input(
+                messages=input_data,
+                responses=guardrailed_inputs.get("texts") or (),
+                task_mappings=extracted.task_mappings,
             )
-            guardrailed_texts = guardrailed_inputs.get("texts", [])
-            data["input"] = guardrailed_texts[0] if guardrailed_texts else input_data
-            self._apply_guardrailed_tools_to_data(data, original_tools, guardrailed_inputs.get("tools"))
-            verbose_proxy_logger.debug("OpenAI Responses API: Processed string input")
-            return data
-
-        # Handle list input (ResponseInputParam)
-        if not isinstance(input_data, list):
-            return data
+        verbose_proxy_logger.debug("OpenAI Responses API: Processed input messages: %s", data.get("input"))
+        return data
 
+    def _extract_guardrail_inputs(
+        self,
+        data: Mapping[str, object],
+        input_data: "str | ResponseInputParam",
+        flattened_tool_groups: Sequence[Sequence[Mapping[str, object]]],
+    ) -> _ExtractedInputs:
         texts_to_check: Final[list[str]] = []
         images_to_check: Final[list[str]] = []
         task_mappings: Final[list[tuple[int, int | None]]] = []
-        original_tools_list: Final[list[dict[str, object]]] = list(data.get("tools") or [])
-
-        # Step 1: Extract all text content, images, and tools
-        for msg_idx, message in enumerate(input_data):
-            self._extract_input_text_and_images(
-                message=message,
-                msg_idx=msg_idx,
-                texts_to_check=texts_to_check,
-                images_to_check=images_to_check,
-                task_mappings=task_mappings,
+        tools_to_check: Final[list[ChatCompletionToolParam]] = list(  # mutable-ok: guardrail inputs want a list
+            copy.deepcopy(
+                tuple(
+                    cast(ChatCompletionToolParam, tool)  # cast-ok: mcp tools ride along in the guardrail's tool list
+                    for group in flattened_tool_groups
+                    for tool in group
+                )
             )
+        )
+        if isinstance(input_data, str):
+            texts_to_check.append(input_data)
+        else:
+            for msg_idx, message in enumerate(input_data):
+                self._extract_input_text_and_images(
+                    message=message,
+                    msg_idx=msg_idx,
+                    texts_to_check=texts_to_check,
+                    images_to_check=images_to_check,
+                    task_mappings=task_mappings,
+                )
+        inputs: Final = GenericGuardrailAPIInputs(texts=texts_to_check)
+        if images_to_check:
+            inputs["images"] = images_to_check
+        if tools_to_check:
+            inputs["tools"] = tools_to_check
+        model: Final = data.get("model")
+        if isinstance(model, str):
+            inputs["model"] = model
+        return _ExtractedInputs(inputs=inputs, task_mappings=tuple(task_mappings))
 
-        # Extract and transform tools if present
-        if "tools" in data and data["tools"]:
-            self._extract_and_transform_tools(data["tools"], tools_to_check)
-
-        # Step 2: Apply guardrail to all texts in batch
-        if texts_to_check:
-            inputs = GenericGuardrailAPIInputs(texts=texts_to_check)
-            if images_to_check:
-                inputs["images"] = images_to_check
-            if tools_to_check:
-                inputs["tools"] = tools_to_check
-            if structured_messages:
-                inputs["structured_messages"] = structured_messages
-            # Include model information if available
-            model = data.get("model")
-            if model:
-                inputs["model"] = model
-            guardrailed_inputs = await guardrail_to_apply.apply_guardrail(
-                inputs=inputs,
-                request_data=data,
-                input_type="request",
-                logging_obj=litellm_logging_obj,
-            )
-
-            guardrailed_texts = guardrailed_inputs.get("texts", [])
-            self._apply_guardrailed_tools_to_data(
-                data,
-                original_tools_list,
-                guardrailed_inputs.get("tools"),
-            )
-
-            # Step 3: Map guardrail responses back to original input structure
-            await self._apply_guardrail_responses_to_input(
-                messages=input_data,
-                responses=guardrailed_texts,
-                task_mappings=task_mappings,
-            )
-
-        verbose_proxy_logger.debug("OpenAI Responses API: Processed input messages: %s", input_data)
-
-        return data
+    @staticmethod
+    def _written_back_request_fields(
+        data: Mapping[str, object],
+        structured_messages: Sequence[AllMessageValues] | None,
+        guardrailed_inputs: GenericGuardrailAPIInputs,
+    ) -> _RequestFields | None:
+        guardrailed: Final = guardrailed_inputs.get("structured_messages")
+        if guardrailed is None or guardrailed is structured_messages:
+            return None
+        return _patch_or_convert_request_fields(
+            data.get("input"),
+            data.get("instructions"),
+            structured_messages or (),
+            guardrailed,
+        )
 
     def extract_request_tool_names(self, data: dict) -> list[str]:
         """Extract tool names from Responses API request (tools[].name for function
@@ -241,73 +469,18 @@ class OpenAIResponsesHandler(BaseTranslation):
                 names.append(str(tool["server_label"]))
         return names
 
-    def _extract_and_transform_tools(
-        self,
-        tools: list[FunctionToolParam | OpenAIMcpServerTool],
-        tools_to_check: list[ChatCompletionToolParam],
-    ) -> None:
-        """
-        Extract and transform tools from Responses API format to Chat Completion format.
-
-        Uses the LiteLLM transformation function to convert Responses API tools
-        to Chat Completion tools that can be passed to guardrails.
-        """
-        if tools is not None and isinstance(tools, list):
-            # Transform Responses API tools to Chat Completion tools
-            (
-                transformed_tools,
-                _,
-            ) = LiteLLMCompletionResponsesConfig.transform_responses_api_tools_to_chat_completion_tools(tools)
-            tools_to_check.extend(cast(list[ChatCompletionToolParam], transformed_tools))
-
-    def _remap_tools_to_responses_api_format(self, guardrailed_tools: list[Any]) -> list[dict[str, object]]:
-        """
-        Remap guardrail-returned tools (Chat Completion format) back to
-        Responses API request tool format.
-        """
-        return LiteLLMCompletionResponsesConfig.transform_chat_completion_tool_params_to_responses_api_tools(
-            guardrailed_tools
-        )
-
-    def _merge_tools_after_guardrail(
-        self,
-        original_tools: list[dict[str, object]],
-        remapped: list[dict[str, object]],
-    ) -> list[dict[str, object]]:
-        """
-        Merge remapped guardrailed tools with original tools that were not sent
-        to the guardrail (e.g. web_search, web_search_preview), preserving order.
-        Tools a guardrail appended (``remapped`` longer than ``original_tools``)
-        have no original slot and are kept so an injected tool is not dropped.
-        """
-        if not original_tools:
-            return remapped
-        result: Final[list[dict[str, object]]] = []
-        j = 0
-        for tool in original_tools:
-            if isinstance(tool, dict) and tool.get("type") in (
-                "web_search",
-                "web_search_preview",
-            ):
-                result.append(tool)
-            else:
-                if j < len(remapped):
-                    result.append(remapped[j])
-                    j += 1
-        # Keep guardrail-appended tools that matched no original slot above.
-        result.extend(remapped[j:])
-        return result
-
     def _apply_guardrailed_tools_to_data(
         self,
         data: dict,
-        original_tools: list[dict[str, object]],
-        guardrailed_tools: list[ChatCompletionToolParam] | None,
+        original_tools: Sequence[Mapping[str, object]],
+        flattened_tool_groups: Sequence[Sequence[Mapping[str, object]]],
+        guardrailed_tools: Sequence[ChatCompletionToolParam] | None,
     ) -> None:
-        """Remap guardrailed tools to Responses API format and merge with original, then set data['tools']."""
-        if guardrailed_tools is not None:
-            remapped: Final = self._remap_tools_to_responses_api_format(guardrailed_tools)
-            data["tools"] = self._merge_tools_after_guardrail(original_tools, remapped)
+        if guardrailed_tools is None:
+            return
+        data["tools"] = list(  # mutable-ok: downstream wants a list  # rebind-ok: in-place request rewrite
+            merge_guardrailed_tools(original_tools, flattened_tool_groups, guardrailed_tools)
+        )
 
     def _extract_input_text_and_images(
         self,
@@ -352,8 +525,8 @@ class OpenAIResponsesHandler(BaseTranslation):
     async def _apply_guardrail_responses_to_input(
         self,
         messages: Any,  # Can be List[Dict[str, Any]] or ResponseInputParam
-        responses: list[str],
-        task_mappings: list[tuple[int, int | None]],
+        responses: Sequence[str],
+        task_mappings: Sequence[tuple[int, int | None]],
     ) -> None:
         """
         Apply guardrail responses back to input messages.
@@ -619,18 +792,55 @@ class OpenAIResponsesHandler(BaseTranslation):
             )
         return responses_so_far
 
-    def _check_streaming_has_ended(self, responses_so_far: Sequence[ResponsesStreamChunk]) -> bool:
+    def _check_streaming_has_ended(self, responses_so_far: Sequence[object]) -> bool:
         """
         Check if the streaming has ended.
         """
         if not responses_so_far:
             return False
-        terminal_types: Final = {
-            ResponsesAPIStreamEvents.RESPONSE_COMPLETED.value,
-            ResponsesAPIStreamEvents.RESPONSE_FAILED.value,
-            ResponsesAPIStreamEvents.RESPONSE_INCOMPLETE.value,
-        }
-        return responses_so_far[-1].get("type") in terminal_types
+        terminal_types: Final = frozenset(
+            (
+                ResponsesAPIStreamEvents.RESPONSE_COMPLETED.value,
+                ResponsesAPIStreamEvents.RESPONSE_FAILED.value,
+                ResponsesAPIStreamEvents.RESPONSE_INCOMPLETE.value,
+            )
+        )
+        return stream_item_field(responses_so_far[-1], "type") in terminal_types
+
+    def get_streaming_scan_key(self, responses_so_far: Sequence[object]) -> StreamingScanKey | None:
+        if not responses_so_far or not hasattr(responses_so_far[-1], "get"):
+            return None
+        last_event: Final = responses_so_far[-1]
+        last_event_type: Final = stream_item_field(last_event, "type")
+        if last_event_type == ResponsesAPIStreamEvents.OUTPUT_ITEM_DONE.value:
+            return None
+        if last_event_type == ResponsesAPIStreamEvents.RESPONSE_COMPLETED.value:
+            return self._completed_response_scan_key(stream_item_field(last_event, "response"))
+        return StreamingScanKey(
+            texts=(self.get_streaming_string_so_far(responses_so_far),),
+            stream_ended=self._check_streaming_has_ended(responses_so_far),
+        )
+
+    @staticmethod
+    def _completed_response_scan_key(response: object) -> StreamingScanKey:
+        output_items: Final = stream_item_items(response, "output")
+        message_items: Final = tuple(
+            item for item in output_items if stream_item_field(item, "type") != "function_call"
+        )
+        return StreamingScanKey(
+            texts=tuple(
+                text
+                for item in message_items
+                for part in stream_item_items(item, "content")
+                if isinstance(text := stream_item_field(part, "text"), str) and text
+            ),
+            tool_calls=tuple(
+                stream_item_fingerprint(item)
+                for item in output_items
+                if stream_item_field(item, "type") == "function_call"
+            ),
+            stream_ended=True,
+        )
 
     def build_stream_error_items(
         self,
@@ -655,11 +865,39 @@ class OpenAIResponsesHandler(BaseTranslation):
             ),
         )
 
-    def get_streaming_string_so_far(self, responses_so_far: Sequence[ResponsesStreamChunk]) -> str:
+    def get_streaming_string_so_far(self, responses_so_far: Sequence[object]) -> str:
         """
         Get the string so far from the responses so far.
+
+        ``response.output_text.done`` events carry the whole part in ``text``, while
+        ``response.output_text.delta`` events carry fragments in ``delta``. A stream
+        that dies before its done event (``response.failed`` / ``response.incomplete``)
+        has text only in deltas, so per content part the done text wins when present
+        and the joined deltas fill in otherwise, never both.
         """
-        return "".join([response.get("text", "") for response in responses_so_far])
+        keyed_events: Final = tuple(
+            (
+                (
+                    stream_item_field(event, "item_id"),
+                    stream_item_field(event, "output_index"),
+                    stream_item_field(event, "content_index"),
+                ),
+                stream_item_field(event, "text"),
+                stream_item_field(event, "delta"),
+            )
+            for event in responses_so_far
+            if isinstance(stream_item_field(event, "text"), str) or isinstance(stream_item_field(event, "delta"), str)
+        )
+
+        def part_text(part_key: tuple[object, object, object]) -> str:
+            done_texts: Final = tuple(
+                text for key, text, _ in keyed_events if key == part_key and isinstance(text, str)
+            )
+            if done_texts:
+                return done_texts[-1]
+            return "".join(delta for key, _, delta in keyed_events if key == part_key and isinstance(delta, str))
+
+        return "".join(part_text(key) for key in dict.fromkeys(key for key, _, _ in keyed_events))
 
     def _has_text_content(self, response: "ResponsesAPIResponse") -> bool:
         """
@@ -837,3 +1075,331 @@ class OpenAIResponsesHandler(BaseTranslation):
                         content[content_idx]["text"] = guardrail_response
                     elif hasattr(content[content_idx], "text"):
                         content[content_idx].text = guardrail_response
+
+    def build_block_sse_chunks(
+        self,
+        exc: "ModifyResponseException",
+        stream_started: bool = False,
+        responses_so_far: Sequence[object] | None = None,
+    ) -> Sequence[bytes]:
+        """
+        Build Responses API SSE events that deliver the guardrail block message
+        and terminate the stream cleanly, mirroring the non-streaming block
+        response: a completed response whose only output is the violation text,
+        with the real usage the upstream call consumed.
+
+        - ``stream_started`` False (buffered / pre-stream): nothing has been
+          sent, so emit the full synthetic sequence (``response.created``
+          through ``response.completed``).
+        - ``stream_started`` True (sampling / mid-stream): events already
+          reached the client, so continue the in-progress response: close the
+          output item still open on the wire, deliver the block message as a
+          new output item under the same response id, and close with a
+          ``response.completed`` carrying only the replacement item.
+
+        The proxy's data generator appends ``data: [DONE]`` itself.
+        """
+        events: Final = (
+            self._block_continuation_events(exc, responses_so_far or ())
+            if stream_started
+            else self._standalone_block_events(exc)
+        )
+        return tuple(
+            f"data: {event.model_dump_json(exclude_none=True, exclude_unset=True, serialize_as_any=True)}\n\n".encode()
+            for event in events
+        )
+
+    @staticmethod
+    def _standalone_block_events(exc: "ModifyResponseException") -> Sequence[ResponsesAPIStreamingResponse]:
+        from litellm.responses.streaming_iterator import build_synthetic_response_events
+
+        return build_synthetic_response_events(
+            transformed=_blocked_response(exc, response_id=f"resp_{uuid.uuid4()}", model=exc.model),
+            logging_obj=None,
+            chunk_size=max(len(exc.message), 1),
+        )
+
+    @staticmethod
+    def _block_continuation_events(
+        exc: "ModifyResponseException", responses_so_far: Sequence[object]
+    ) -> Sequence[ResponsesAPIStreamingResponse]:
+        response_id, model, output_index = _continuation_identity(exc, responses_so_far)
+        item: Final = _blocked_output_item(exc)
+        item_id: Final = item.id
+        part: Final[_BlockedContentPart] = {"type": "output_text", "text": exc.message, "annotations": ()}
+        done_part: Final[_BlockedDoneContentPart] = {
+            "type": "output_text",
+            "text": exc.message,
+            "annotations": (),
+            "logprobs": None,
+        }
+        return (
+            *_open_item_closing_events(responses_so_far),
+            OutputItemAddedEvent(
+                type=ResponsesAPIStreamEvents.OUTPUT_ITEM_ADDED,
+                output_index=output_index,
+                item=item,
+            ),
+            ContentPartAddedEvent(
+                type=ResponsesAPIStreamEvents.CONTENT_PART_ADDED,
+                item_id=item_id,
+                output_index=output_index,
+                content_index=0,
+                part=BaseLiteLLMOpenAIResponseObject.model_validate(part),
+            ),
+            OutputTextDeltaEvent(
+                type=ResponsesAPIStreamEvents.OUTPUT_TEXT_DELTA,
+                item_id=item_id,
+                output_index=output_index,
+                content_index=0,
+                delta=exc.message,
+            ),
+            OutputTextDoneEvent(
+                type=ResponsesAPIStreamEvents.OUTPUT_TEXT_DONE,
+                item_id=item_id,
+                output_index=output_index,
+                content_index=0,
+                text=exc.message,
+            ),
+            ContentPartDoneEvent(
+                type=ResponsesAPIStreamEvents.CONTENT_PART_DONE,
+                item_id=item_id,
+                output_index=output_index,
+                content_index=0,
+                part=ContentPartDonePartOutputText.model_validate(done_part),
+            ),
+            OutputItemDoneEvent(
+                type=ResponsesAPIStreamEvents.OUTPUT_ITEM_DONE,
+                output_index=output_index,
+                item=item,
+            ),
+            ResponseCompletedEvent(
+                type=ResponsesAPIStreamEvents.RESPONSE_COMPLETED,
+                response=_blocked_response(exc, response_id=response_id, model=model, output_item=item),
+            ),
+        )
+
+
+class _BlockedContentPart(TypedDict):
+    type: ReadOnly[str]
+    text: ReadOnly[str]
+    annotations: ReadOnly[tuple[object, ...]]
+
+
+class _BlockedDoneContentPart(TypedDict):
+    type: ReadOnly[str]
+    text: ReadOnly[str]
+    annotations: ReadOnly[tuple[object, ...]]
+    logprobs: ReadOnly[None]
+
+
+class _BlockedItemPayload(TypedDict):
+    type: ReadOnly[str]
+    id: ReadOnly[str]
+    status: ReadOnly[str]
+    role: ReadOnly[str]
+    content: ReadOnly[tuple[_BlockedContentPart, ...]]
+
+
+class _BlockedResponsePayload(TypedDict):
+    id: ReadOnly[str]
+    object: ReadOnly[str]
+    created_at: ReadOnly[int]
+    model: ReadOnly[str]
+    output: ReadOnly[tuple[GenericResponseOutputItem, ...]]
+    status: ReadOnly[str]
+    usage: ReadOnly[ResponseAPIUsage]
+
+
+def _blocked_output_item(exc: "ModifyResponseException") -> GenericResponseOutputItem:
+    payload: Final[_BlockedItemPayload] = {
+        "type": "message",
+        "id": f"msg_{uuid.uuid4()}",
+        "status": "completed",
+        "role": "assistant",
+        "content": ({"type": "output_text", "text": exc.message, "annotations": ()},),
+    }
+    return GenericResponseOutputItem.model_validate(payload)
+
+
+def _blocked_response(
+    exc: "ModifyResponseException",
+    response_id: str,
+    model: str,
+    output_item: GenericResponseOutputItem | None = None,
+) -> ResponsesAPIResponse:
+    payload: Final[_BlockedResponsePayload] = {
+        "id": response_id,
+        "object": "response",
+        "created_at": int(time.time()),
+        "model": model,
+        "output": (output_item if output_item is not None else _blocked_output_item(exc),),
+        "status": "completed",
+        "usage": blocked_responses_stream_usage(exc.original_response),
+    }
+    return ResponsesAPIResponse.model_validate(payload)
+
+
+def _continuation_identity(exc: "ModifyResponseException", responses_so_far: Sequence[object]) -> tuple[str, str, int]:
+    responses: Final = tuple(
+        response for item in responses_so_far if (response := stream_item_field(item, "response")) is not None
+    )
+    response_id: Final = next(
+        (rid for response in responses if isinstance(rid := stream_item_field(response, "id"), str) and rid),
+        f"resp_{uuid.uuid4()}",
+    )
+    model: Final = next(
+        (m for response in responses if isinstance(m := stream_item_field(response, "model"), str) and m),
+        exc.model,
+    )
+    indices: Final = tuple(
+        index for item in responses_so_far if isinstance(index := stream_item_field(item, "output_index"), int)
+    )
+    return response_id, model, max(indices) + 1 if indices else 0
+
+
+@dataclass(frozen=True, slots=True)
+class _OpenItemState:
+    item_id: str
+    item_type: str
+    role: str
+    output_index: int
+    content_index: int
+    text: str
+    part_open: bool
+    payload: object
+
+
+def _open_item_state(responses_so_far: Sequence[object]) -> _OpenItemState | None:
+    typed: Final = tuple((stream_item_field(event, "type"), event) for event in responses_so_far)
+    added: Final = tuple(
+        (added_index, stream_item_field(event, "item"))
+        for event_type, event in typed
+        if event_type == "response.output_item.added"
+        and isinstance(added_index := stream_item_field(event, "output_index"), int)
+    )
+    done_indices: Final = frozenset(
+        done_index
+        for event_type, event in typed
+        if event_type == "response.output_item.done"
+        and isinstance(done_index := stream_item_field(event, "output_index"), int)
+    )
+    open_added: Final = tuple((index, payload) for index, payload in added if index not in done_indices)
+    if not open_added:
+        return None
+    output_index, item_payload = open_added[-1]
+    if item_payload is None:
+        return None
+    item_id: Final = stream_item_field(item_payload, "id")
+    if not isinstance(item_id, str) or not item_id:
+        return None
+    raw_type: Final = stream_item_field(item_payload, "type")
+    raw_role: Final = stream_item_field(item_payload, "role")
+    part_added: Final = tuple(
+        part_index
+        for event_type, event in typed
+        if event_type == "response.content_part.added"
+        and stream_item_field(event, "item_id") == item_id
+        and isinstance(part_index := stream_item_field(event, "content_index"), int)
+    )
+    part_done: Final = frozenset(
+        part_done_index
+        for event_type, event in typed
+        if event_type == "response.content_part.done"
+        and stream_item_field(event, "item_id") == item_id
+        and isinstance(part_done_index := stream_item_field(event, "content_index"), int)
+    )
+    open_parts: Final = tuple(index for index in part_added if index not in part_done)
+    text: Final = "".join(
+        delta
+        for event_type, event in typed
+        if event_type == "response.output_text.delta"
+        and stream_item_field(event, "item_id") == item_id
+        and isinstance(delta := stream_item_field(event, "delta"), str)
+    )
+    return _OpenItemState(
+        item_id=item_id,
+        item_type=raw_type if isinstance(raw_type, str) and raw_type else "message",
+        role=raw_role if isinstance(raw_role, str) and raw_role else "assistant",
+        output_index=output_index,
+        content_index=open_parts[-1] if open_parts else 0,
+        text=text,
+        part_open=bool(open_parts),
+        payload=item_payload,
+    )
+
+
+_item_fields_adapter: Final = TypeAdapter(Mapping[str, object])
+_no_item_fields: Final[Mapping[str, object]] = MappingProxyType({})
+
+
+def _incomplete_item_fields(payload: object) -> Mapping[str, object]:
+    raw: Final = payload.model_dump() if isinstance(payload, BaseModel) else payload
+    if not isinstance(raw, dict):
+        return _no_item_fields
+    return _item_fields_adapter.validate_python(raw)
+
+
+def _open_item_closing_events(responses_so_far: Sequence[object]) -> Sequence[ResponsesAPIStreamingResponse]:
+    """Close the output item still in progress on the relayed stream before the
+    block item is appended: strict Responses clients reject a
+    ``response.completed`` that arrives while an earlier ``output_item.added``
+    was never closed. A message item closes ``completed`` with exactly the text
+    the client has received so far; any other item type (a function call the
+    guardrail rejected, for instance) closes ``incomplete`` so the synthetic
+    done event can never authorize acting on it."""
+    open_item: Final = _open_item_state(responses_so_far)
+    if open_item is None:
+        return ()
+    if open_item.item_type != "message":
+        return (
+            OutputItemDoneEvent(
+                type=ResponsesAPIStreamEvents.OUTPUT_ITEM_DONE,
+                output_index=open_item.output_index,
+                item=BaseLiteLLMOpenAIResponseObject.model_validate(
+                    MappingProxyType({**_incomplete_item_fields(open_item.payload), "status": "incomplete"})
+                ),
+            ),
+        )
+    partial_part: Final[_BlockedContentPart] = {
+        "type": "output_text",
+        "text": open_item.text,
+        "annotations": (),
+    }
+    closed_payload: Final[_BlockedItemPayload] = {
+        "type": open_item.item_type,
+        "id": open_item.item_id,
+        "status": "completed",
+        "role": open_item.role,
+        "content": (partial_part,),
+    }
+    item_done: Final = OutputItemDoneEvent(
+        type=ResponsesAPIStreamEvents.OUTPUT_ITEM_DONE,
+        output_index=open_item.output_index,
+        item=GenericResponseOutputItem.model_validate(closed_payload),
+    )
+    if not open_item.part_open:
+        return (item_done,)
+    partial_done_part: Final[_BlockedDoneContentPart] = {
+        "type": "output_text",
+        "text": open_item.text,
+        "annotations": (),
+        "logprobs": None,
+    }
+    return (
+        OutputTextDoneEvent(
+            type=ResponsesAPIStreamEvents.OUTPUT_TEXT_DONE,
+            item_id=open_item.item_id,
+            output_index=open_item.output_index,
+            content_index=open_item.content_index,
+            text=open_item.text,
+        ),
+        ContentPartDoneEvent(
+            type=ResponsesAPIStreamEvents.CONTENT_PART_DONE,
+            item_id=open_item.item_id,
+            output_index=open_item.output_index,
+            content_index=open_item.content_index,
+            part=ContentPartDonePartOutputText.model_validate(partial_done_part),
+        ),
+        item_done,
+    )
diff --git a/litellm/llms/openai/responses/guardrail_translation/tool_merge.py b/litellm/llms/openai/responses/guardrail_translation/tool_merge.py
new file mode 100644
index 00000000000..b596adfad6f
--- /dev/null
+++ b/litellm/llms/openai/responses/guardrail_translation/tool_merge.py
@@ -0,0 +1,182 @@
+from collections.abc import Iterable, Mapping, Sequence
+from itertools import accumulate, chain, groupby
+from types import MappingProxyType
+from typing import Final, TypeAlias
+
+from pydantic import BaseModel, TypeAdapter, ValidationError
+
+from litellm._logging import verbose_logger
+from litellm.responses.litellm_completion_transformation.transformation import (
+    NAMESPACE_DESCRIPTION_SEPARATOR,
+    LiteLLMCompletionResponsesConfig,
+)
+
+Tool: TypeAlias = Mapping[str, object]
+IndexedKey: TypeAlias = tuple[str, int]
+
+_TOOL_ADAPTER: Final = TypeAdapter(dict[str, object])
+_CHAT_TOOL_TOP_LEVEL_KEYS: Final = frozenset({"type", "function"})
+
+
+def _as_tool(value: object) -> Tool | None:
+    candidate: Final = value.model_dump(exclude_unset=True) if isinstance(value, BaseModel) else value
+    try:
+        return _TOOL_ADAPTER.validate_python(candidate)
+    except ValidationError:
+        return None
+
+
+def _validated_tools(values: Iterable[object]) -> tuple[Tool, ...]:
+    validated: Final = tuple(map(_as_tool, values))
+    dropped: Final = sum(tool is None for tool in validated)
+    if dropped:
+        verbose_logger.warning("Dropping %d guardrail-returned tools that are not objects", dropped)
+    return tuple(tool for tool in validated if tool is not None)
+
+
+def _is_function(tool: Tool) -> bool:
+    return tool.get("type") == "function"
+
+
+def _chat_tool_key(tool: Tool) -> str:
+    tool_type: Final = str(tool.get("type") or "")
+    function: Final = _as_tool(tool.get("function"))
+    if function is not None:
+        return f"{tool_type}:{function.get('name') or ''}"
+    return f"{tool_type}:{tool.get('server_label') or tool.get('name') or ''}"
+
+
+def _indexed_keys(tools: Sequence[Tool]) -> tuple[IndexedKey, ...]:
+    keys: Final = tuple(_chat_tool_key(tool) for tool in tools)
+    positions_by_key: Final = groupby(sorted(range(len(keys)), key=keys.__getitem__), key=keys.__getitem__)
+    ordinal_by_position: Final = MappingProxyType(
+        {position: ordinal for _, positions in positions_by_key for ordinal, position in enumerate(positions)}
+    )
+    return tuple((key, ordinal_by_position[position]) for position, key in enumerate(keys))
+
+
+def _namespace_members(namespace: Tool) -> tuple[Tool, ...]:
+    members: Final = namespace.get("tools")
+    if not isinstance(members, Sequence) or isinstance(members, (str, bytes)):
+        return ()
+    return tuple(member for member in map(_as_tool, members) if member is not None)
+
+
+def _function_fields(tool: Tool) -> Tool:
+    function: Final = _as_tool(tool.get("function"))
+    return function if function is not None else MappingProxyType({})
+
+
+def _without_namespace_prefix(key: str, value: object, prefix: str) -> object:
+    if key != "description" or not isinstance(value, str) or not value.startswith(prefix):
+        return value
+    return value[len(prefix) :]
+
+
+def _rebuilt_member(member: Tool, flattened: Tool, guardrailed: Tool, namespace_description: str) -> Tool:
+    flattened_function: Final = _function_fields(flattened)
+    prefix: Final = f"{namespace_description}{NAMESPACE_DESCRIPTION_SEPARATOR}" if namespace_description else ""
+    changed_function: Final = MappingProxyType(
+        {
+            key: _without_namespace_prefix(key, value, prefix)
+            for key, value in _function_fields(guardrailed).items()
+            if flattened_function.get(key) != value
+        }
+    )
+    changed_extras: Final = MappingProxyType(
+        {
+            key: value
+            for key, value in guardrailed.items()
+            if key not in _CHAT_TOOL_TOP_LEVEL_KEYS and flattened.get(key) != value
+        }
+    )
+    return {**member, **changed_extras, **changed_function}  # mutable-ok: json.dumps rejects MappingProxyType
+
+
+def _rebuilt_function_members(
+    function_members: Sequence[Tool],
+    flattened_group: Sequence[Tool],
+    group_keys: Sequence[IndexedKey],
+    guardrailed_by_key: Mapping[IndexedKey, Tool],
+    namespace_description: str,
+) -> tuple[Tool | None, ...]:
+    return tuple(
+        None
+        if key not in guardrailed_by_key
+        else member
+        if guardrailed_by_key[key] == flattened
+        else _rebuilt_member(member, flattened, guardrailed_by_key[key], namespace_description)
+        for member, flattened, key in zip(function_members, flattened_group, group_keys)
+    )
+
+
+def _rebuilt_namespace(
+    original: Tool,
+    members: Sequence[Tool],
+    flattened_group: Sequence[Tool],
+    group_keys: Sequence[IndexedKey],
+    guardrailed_by_key: Mapping[IndexedKey, Tool],
+) -> tuple[Tool, ...]:
+    namespace_description: Final = str(original.get("description") or "")
+    rebuilt_functions: Final = iter(
+        _rebuilt_function_members(
+            tuple(member for member in members if _is_function(member)),
+            flattened_group,
+            group_keys,
+            guardrailed_by_key,
+            namespace_description,
+        )
+    )
+    rebuilt_members: Final = tuple(
+        rebuilt
+        for rebuilt in (next(rebuilt_functions) if _is_function(member) else member for member in members)
+        if rebuilt is not None
+    )
+    if not rebuilt_members:
+        return ()
+    return ({**original, "tools": list(rebuilt_members)},)  # mutable-ok: json.dumps needs a plain dict and list
+
+
+def _merged_original(
+    original: Tool,
+    flattened_group: Sequence[Tool],
+    group_keys: Sequence[IndexedKey],
+    guardrailed_by_key: Mapping[IndexedKey, Tool],
+) -> tuple[Tool, ...]:
+    if not group_keys:
+        return (original,)
+    guardrailed_group: Final = tuple(guardrailed_by_key[key] for key in group_keys if key in guardrailed_by_key)
+    if guardrailed_group == tuple(flattened_group):
+        return (original,)
+    members: Final = _namespace_members(original) if original.get("type") == "namespace" else ()
+    if members and sum(map(_is_function, members)) == len(flattened_group):
+        return _rebuilt_namespace(original, members, flattened_group, group_keys, guardrailed_by_key)
+    if not guardrailed_group:
+        return ()
+    return tuple(
+        LiteLLMCompletionResponsesConfig.transform_chat_completion_tool_params_to_responses_api_tools(guardrailed_group)
+    )
+
+
+def merge_guardrailed_tools(
+    original_tools: Sequence[Tool],
+    flattened_groups: Sequence[Sequence[Tool]],
+    guardrailed_tools: Iterable[object],
+) -> tuple[Tool, ...]:
+    guardrailed: Final = _validated_tools(guardrailed_tools)
+    flattened_keys: Final = _indexed_keys(tuple(chain.from_iterable(flattened_groups)))
+    guardrailed_keys: Final = _indexed_keys(guardrailed)
+    guardrailed_by_key: Final = MappingProxyType(dict(zip(guardrailed_keys, guardrailed)))
+    group_ends: Final = tuple(accumulate(len(group) for group in flattened_groups))
+    group_key_slices: Final = tuple(
+        flattened_keys[end - len(group) : end] for group, end in zip(flattened_groups, group_ends)
+    )
+    merged_originals: Final = chain.from_iterable(
+        _merged_original(original, group, group_keys, guardrailed_by_key)
+        for original, group, group_keys in zip(original_tools, flattened_groups, group_key_slices)
+    )
+    owned_keys: Final = frozenset(flattened_keys)
+    appended: Final = LiteLLMCompletionResponsesConfig.transform_chat_completion_tool_params_to_responses_api_tools(
+        tuple(tool for key, tool in zip(guardrailed_keys, guardrailed) if key not in owned_keys)
+    )
+    return tuple(chain(merged_originals, appended))
diff --git a/litellm/llms/openai_like/README.md b/litellm/llms/openai_like/README.md
index e9aaafe48a1..e1409b81c35 100644
--- a/litellm/llms/openai_like/README.md
+++ b/litellm/llms/openai_like/README.md
@@ -54,7 +54,10 @@ That's it! The provider will be automatically loaded and available.
     "constraints": {
       "temperature_max": 1.0,
       "temperature_min": 0.0,
-      "temperature_min_with_n_gt_1": 0.3
+      "temperature_min_with_n_gt_1": 0.3,
+      // /v1/messages providers only: keep Anthropic cache_control extensions
+      // such as ttl instead of stripping them down to {"type": ...}
+      "cache_control_ttl": true
     },
     
     // Optional: Special handling flags
diff --git a/litellm/llms/openai_like/messages/transformation.py b/litellm/llms/openai_like/messages/transformation.py
index 11dc236064d..ac99617521c 100644
--- a/litellm/llms/openai_like/messages/transformation.py
+++ b/litellm/llms/openai_like/messages/transformation.py
@@ -1,11 +1,13 @@
 from typing import Any, Final
 
 import litellm
+from litellm.llms.anthropic.common_utils import normalize_cache_control_in_anthropic_payload
 from litellm.llms.anthropic.experimental_pass_through.messages.transformation import (
     AnthropicMessagesConfig,
 )
 from litellm.llms.openai_like.json_loader import SimpleProviderConfig
 from litellm.secret_managers.main import get_secret_str
+from litellm.types.router import GenericLiteLLMParams
 
 DEFAULT_ANTHROPIC_API_VERSION: Final = "2023-06-01"
 
@@ -19,10 +21,17 @@ class OpenAILikeAnthropicMessagesConfig(AnthropicMessagesConfig):
     ``"/v1/messages"``. The inbound Anthropic payload (system, cache_control,
     thinking, tools, ...) is forwarded essentially unchanged to
     ``{api_base}/v1/messages``, so Anthropic-only features that the
-    Anthropic->OpenAI translation would otherwise drop are preserved. Response
-    parsing and streaming are inherited from the native Anthropic config.
+    Anthropic->OpenAI translation would otherwise drop are preserved. The one
+    exception is ``cache_control``, whose Anthropic-only extensions (``ttl``)
+    are stripped unless the deployment opts in with
+    ``model_info.cache_control_ttl: true``. Response parsing and streaming are
+    inherited from the native Anthropic config.
     """
 
+    def __init__(self, cache_control_ttl: bool = False) -> None:
+        super().__init__()
+        self._cache_control_ttl: Final = cache_control_ttl
+
     def validate_anthropic_messages_environment(
         self,
         headers: dict[str, str],
@@ -53,6 +62,35 @@ class OpenAILikeAnthropicMessagesConfig(AnthropicMessagesConfig):
     def should_filter_anthropic_beta_headers(self) -> bool:
         return False
 
+    def supports_cache_control_ttl(self) -> bool:
+        return self._cache_control_ttl
+
+    def transform_anthropic_messages_request(
+        self,
+        model: str,
+        messages: list[dict],  # mutable-ok: matches dict-typed base signature
+        anthropic_messages_optional_request_params: dict,  # mutable-ok: matches dict-typed base signature
+        litellm_params: GenericLiteLLMParams,
+        headers: dict,  # mutable-ok: matches dict-typed base signature
+    ) -> dict:  # mutable-ok: matches dict-typed base signature
+        """
+        Anthropic ignores prompt-caching hints it cannot honor, but strict
+        non-Anthropic implementations of the Messages API 400 the whole request
+        on Anthropic-only ``cache_control`` extensions (``cache_control.ttl: 1h
+        is not supported``), so unless the provider declares ttl support the
+        hints are reduced to their portable ``{"type": ...}`` core.
+        """
+        request: Final = super().transform_anthropic_messages_request(
+            model=model,
+            messages=messages,
+            anthropic_messages_optional_request_params=anthropic_messages_optional_request_params,
+            litellm_params=litellm_params,
+            headers=headers,
+        )
+        if self.supports_cache_control_ttl():
+            return request
+        return normalize_cache_control_in_anthropic_payload(request)
+
     def get_complete_url(
         self,
         api_base: str | None,
@@ -81,7 +119,7 @@ class JSONProviderAnthropicMessagesConfig(OpenAILikeAnthropicMessagesConfig):
     """
 
     def __init__(self, provider: SimpleProviderConfig):
-        super().__init__()
+        super().__init__(cache_control_ttl=bool(provider.constraints.get("cache_control_ttl")))
         self._provider = provider
 
     @property
diff --git a/litellm/llms/parallel_ai/search/cost_calculator.py b/litellm/llms/parallel_ai/search/cost_calculator.py
new file mode 100644
index 00000000000..809cd280cc8
--- /dev/null
+++ b/litellm/llms/parallel_ai/search/cost_calculator.py
@@ -0,0 +1,90 @@
+from collections.abc import Mapping, Sequence
+from types import MappingProxyType
+from typing import Final
+
+from pydantic import TypeAdapter, ValidationError
+
+from litellm.utils import get_model_info
+
+PARALLEL_AI_DEFAULT_RESULTS: Final = 10
+PARALLEL_AI_ADDITIONAL_RESULT_COST: Final = 0.001
+PARALLEL_AI_USAGE_PARAM: Final = "_parallel_ai_usage"
+PARALLEL_AI_STANDARD_SEARCH_MODEL: Final = "parallel_ai/search"
+PARALLEL_AI_FAST_SEARCH_MODEL: Final = "parallel_ai/search-fast"
+PARALLEL_AI_TURBO_SEARCH_MODEL: Final = "parallel_ai/search-turbo"
+PARALLEL_AI_PRICING_MODEL_BY_MODE: Final[Mapping[str, str]] = MappingProxyType(
+    {
+        "fast": PARALLEL_AI_FAST_SEARCH_MODEL,
+        "turbo": PARALLEL_AI_TURBO_SEARCH_MODEL,
+    }
+)
+ADVANCED_SETTINGS_ADAPTER: Final[TypeAdapter[Mapping[str, object]]] = TypeAdapter(Mapping[str, object])
+
+
+def _non_negative_int(value: object) -> int | None:
+    if isinstance(value, bool) or not isinstance(value, int) or value < 0:
+        return None
+    return value
+
+
+def _usage_count(usage: Sequence[Mapping[str, object]], sku: str) -> int | None:
+    counts: Final = tuple(
+        count
+        for item in usage
+        if item.get("name") == sku
+        if (count := _non_negative_int(item.get("count"))) is not None
+    )
+    return sum(counts) if counts else None
+
+
+def _effective_mode(optional_params: Mapping[str, object]) -> str:
+    mode: Final = optional_params.get("mode")
+    if isinstance(mode, str):
+        return mode
+
+    processor: Final = optional_params.get("processor")
+    if processor == "pro":
+        return "advanced"
+    return "basic"
+
+
+def _effective_max_results(optional_params: Mapping[str, object]) -> int:
+    try:
+        advanced_settings: Final = ADVANCED_SETTINGS_ADAPTER.validate_python(optional_params.get("advanced_settings"))
+        advanced_max_results: Final = _non_negative_int(advanced_settings.get("max_results"))
+        if advanced_max_results is not None:
+            return advanced_max_results
+    except ValidationError:
+        pass
+
+    max_results: Final = _non_negative_int(optional_params.get("max_results"))
+    return max_results if max_results is not None else PARALLEL_AI_DEFAULT_RESULTS
+
+
+def _request_cost(mode: str) -> float:
+    pricing_model: Final = PARALLEL_AI_PRICING_MODEL_BY_MODE.get(mode, PARALLEL_AI_STANDARD_SEARCH_MODEL)
+    model_info: Final = get_model_info(model=pricing_model, custom_llm_provider="parallel_ai")
+    return float(model_info.get("input_cost_per_query") or 0.0)
+
+
+def _additional_results(
+    optional_params: Mapping[str, object],
+    usage: Sequence[Mapping[str, object]] | None,
+) -> int:
+    usage_count: Final = _usage_count(usage, "sku_search_additional_results") if usage is not None else None
+    if usage_count is not None:
+        return usage_count
+    if usage is not None:
+        return 0
+    return max(_effective_max_results(optional_params) - PARALLEL_AI_DEFAULT_RESULTS, 0)
+
+
+def parallel_ai_search_cost(
+    optional_params: Mapping[str, object],
+    usage: Sequence[Mapping[str, object]] | None,
+) -> float:
+    request_cost: Final = _request_cost(_effective_mode(optional_params))
+    request_count_from_usage: Final = _usage_count(usage, "sku_search") if usage is not None else None
+    request_count: Final = request_count_from_usage if request_count_from_usage is not None else 1
+    additional_results: Final = _additional_results(optional_params, usage)
+    return request_count * request_cost + additional_results * PARALLEL_AI_ADDITIONAL_RESULT_COST
diff --git a/litellm/llms/parallel_ai/search/transformation.py b/litellm/llms/parallel_ai/search/transformation.py
index ea21d1153fe..bde7b7b86db 100644
--- a/litellm/llms/parallel_ai/search/transformation.py
+++ b/litellm/llms/parallel_ai/search/transformation.py
@@ -4,9 +4,13 @@ Calls Parallel AI's /v1/search endpoint to search the web.
 Parallel AI API Reference: https://docs.parallel.ai/api-reference/search/search
 """
 
+from collections.abc import Mapping, Sequence
+from types import MappingProxyType
 from typing import Final, TypedDict
 
 import httpx
+from pydantic import BaseModel, ConfigDict
+from typing_extensions import ReadOnly
 
 from litellm.litellm_core_utils.litellm_logging import Logging as LiteLLMLoggingObj
 from litellm.llms.base_llm.search.transformation import (
@@ -14,9 +18,29 @@ from litellm.llms.base_llm.search.transformation import (
     SearchResponse,
     SearchResult,
 )
+from litellm.llms.parallel_ai.search.cost_calculator import PARALLEL_AI_USAGE_PARAM
 from litellm.secret_managers.main import get_secret_str
 
 
+class _ParallelAIV1SearchResult(BaseModel):
+    model_config = ConfigDict(extra="ignore")
+
+    url: str | None = None
+    title: str | None = None
+    publish_date: str | None = None
+    excerpts: Sequence[str] | None = None
+
+
+class _ParallelAIV1SearchResponse(BaseModel):
+    model_config = ConfigDict(extra="ignore")
+
+    search_id: str | None = None
+    session_id: str | None = None
+    results: Sequence[_ParallelAIV1SearchResult] = ()
+    usage: Sequence[Mapping[str, object]] | None = None
+    warnings: Sequence[Mapping[str, object]] | None = None
+
+
 class _ParallelAISourcePolicy(TypedDict, total=False):
     include_domains: list[str]
     exclude_domains: list[str]
@@ -27,10 +51,16 @@ class _ParallelAIExcerptSettings(TypedDict, total=False):
     max_chars_per_result: int
 
 
+class _ParallelAIFetchPolicy(TypedDict, total=False):
+    max_age_seconds: ReadOnly[int]
+    timeout_seconds: ReadOnly[float]
+    disable_cache_fallback: ReadOnly[bool]
+
+
 class _ParallelAIAdvancedSettings(TypedDict, total=False):
     source_policy: _ParallelAISourcePolicy
     excerpt_settings: _ParallelAIExcerptSettings
-    fetch_policy: dict
+    fetch_policy: _ParallelAIFetchPolicy
     location: str
     max_results: int
 
@@ -43,14 +73,14 @@ class ParallelAISearchRequest(TypedDict, total=False):
 
     search_queries: list[str]  # Required - at least one keyword search query
     objective: str  # Optional - natural-language description of search goal
-    mode: str  # Optional - 'turbo', 'basic', or 'advanced' (default 'advanced')
+    mode: str  # Optional - 'turbo', 'fast', 'basic', or 'advanced' (default 'advanced')
     max_chars_total: int  # Optional - upper bound on total excerpt characters
     session_id: str  # Optional - tracks calls across search/extract requests
     client_model: str  # Optional - model consuming the results
     advanced_settings: _ParallelAIAdvancedSettings
 
 
-LEGACY_PROCESSOR_TO_MODE: Final = {"base": "basic", "pro": "advanced"}
+LEGACY_PROCESSOR_TO_MODE: Final = MappingProxyType({"base": "basic", "pro": "advanced"})
 
 
 class ParallelAISearchConfig(BaseSearchConfig):
@@ -67,16 +97,16 @@ class ParallelAISearchConfig(BaseSearchConfig):
         api_base: str | None = None,
         **kwargs,
     ) -> dict:
-        api_key = self.resolve_server_api_key(
+        resolved_api_key: Final = self.resolve_server_api_key(
             caller_api_key=api_key,
             caller_api_base=api_base,
             key_env_vars=("PARALLEL_AI_API_KEY", "PARALLEL_API_KEY"),
             base_env_var="PARALLEL_AI_API_BASE",
             default_api_base=self.PARALLEL_AI_API_BASE,
         )
-        if not api_key:
+        if not resolved_api_key:
             raise ValueError("PARALLEL_API_KEY is not set. Set `PARALLEL_API_KEY` environment variable.")
-        headers["x-api-key"] = api_key
+        headers["x-api-key"] = resolved_api_key
         headers["Content-Type"] = "application/json"
         return headers
 
@@ -87,13 +117,12 @@ class ParallelAISearchConfig(BaseSearchConfig):
         data: dict | list[dict] | None = None,
         **kwargs,
     ) -> str:
-        api_base = api_base or get_secret_str("PARALLEL_AI_API_BASE") or self.PARALLEL_AI_API_BASE
+        resolved_api_base: Final = api_base or get_secret_str("PARALLEL_AI_API_BASE") or self.PARALLEL_AI_API_BASE
 
-        api_base = api_base.rstrip("/")
-        if not api_base.endswith("/v1/search"):
-            api_base = f"{api_base.removesuffix('/v1')}/v1/search"
-
-        return api_base
+        trimmed: Final = resolved_api_base.rstrip("/")
+        if trimmed.endswith("/v1/search"):
+            return trimmed
+        return f"{trimmed.removesuffix('/v1')}/v1/search"
 
     def transform_search_request(
         self,
@@ -109,14 +138,17 @@ class ParallelAISearchConfig(BaseSearchConfig):
                 - If string: maps to `search_queries` (single item) and `objective`
                 - If list: maps to `search_queries` (keyword queries)
             optional_params: Optional parameters for the request
-                - mode: Search mode ('turbo', 'basic', 'advanced'); defaults to 'basic'
+                - mode: Search mode ('turbo', 'fast', 'basic', 'advanced'); defaults to 'basic'
                 - processor: Legacy v1beta param; 'base' maps to mode 'basic', 'pro' to 'advanced'
                 - max_results: Maximum number of search results -> `advanced_settings.max_results`
-                - search_domain_filter: Domains to include -> `advanced_settings.source_policy.include_domains`
+                - search_domain_filter / include_domains: Domains to include -> `advanced_settings.source_policy.include_domains`
                 - exclude_domains: Domains to exclude -> `advanced_settings.source_policy.exclude_domains`
-                - country: ISO 3166-1 alpha-2 code -> `advanced_settings.location`
+                - after_date: RFC 3339 date (YYYY-MM-DD) -> `advanced_settings.source_policy.after_date`
+                - country / location: ISO 3166-1 alpha-2 code -> `advanced_settings.location`
                 - max_chars_per_result: -> `advanced_settings.excerpt_settings.max_chars_per_result`
-                - Any other params are passed through to the request body as-is
+                - fetch_policy: Cache vs live-fetch policy -> `advanced_settings.fetch_policy`
+                - Any other params (objective, max_chars_total, session_id, client_model, ...)
+                  are passed through to the request body as-is
 
         Returns:
             Dict with request data following the v1 search request spec
@@ -137,7 +169,7 @@ class ParallelAISearchConfig(BaseSearchConfig):
             mode = LEGACY_PROCESSOR_TO_MODE.get(processor, processor)
         # the v1 API defaults to 'advanced' when mode is omitted; default to 'basic'
         # instead to keep v1beta's default tier (processor 'base') and litellm's
-        # $0.004/query cost map entry for `parallel_ai/search` accurate
+        # cost map entry for `parallel_ai/search` accurate
         request_data["mode"] = mode or "basic"
 
         advanced_settings: Final[_ParallelAIAdvancedSettings] = {}
@@ -148,17 +180,29 @@ class ParallelAISearchConfig(BaseSearchConfig):
         if "country" in params:
             advanced_settings["location"] = params.pop("country")
 
+        if "location" in params:
+            advanced_settings["location"] = params.pop("location")
+
         if "max_chars_per_result" in params:
             advanced_settings["excerpt_settings"] = {"max_chars_per_result": params.pop("max_chars_per_result")}
 
+        if "fetch_policy" in params:
+            advanced_settings["fetch_policy"] = params.pop("fetch_policy")
+
         source_policy: Final[_ParallelAISourcePolicy] = {}
 
         if "search_domain_filter" in params:
             source_policy["include_domains"] = params.pop("search_domain_filter")
 
+        if "include_domains" in params:
+            source_policy["include_domains"] = params.pop("include_domains")
+
         if "exclude_domains" in params:
             source_policy["exclude_domains"] = params.pop("exclude_domains")
 
+        if "after_date" in params:
+            source_policy["after_date"] = params.pop("after_date")
+
         if source_policy:
             advanced_settings["source_policy"] = source_policy
 
@@ -170,9 +214,11 @@ class ParallelAISearchConfig(BaseSearchConfig):
         # unified-spec param with no v1 equivalent
         params.pop("max_tokens_per_page", None)
 
-        result_data: Final[dict] = dict(request_data)
-        result_data.update(params)
-        return result_data
+        # reserved for the provider's own reported usage, which prices the request;
+        # a caller-supplied value would otherwise set its own cost
+        params.pop(PARALLEL_AI_USAGE_PARAM, None)
+
+        return {**request_data, **params}
 
     def transform_search_response(
         self,
@@ -186,26 +232,49 @@ class ParallelAISearchConfig(BaseSearchConfig):
         Parallel AI -> LiteLLM mappings:
         - results[].title -> SearchResult.title
         - results[].url -> SearchResult.url
-        - results[].excerpts (array) -> SearchResult.snippet (joined string)
+        - results[].excerpts (array) -> SearchResult.snippet (joined string); the raw
+          array is preserved as an extra `excerpts` field on each result
         - results[].publish_date -> SearchResult.date
+        - search_id / session_id / warnings are preserved as extra fields on the
+          response; usage is preserved as `parallel_usage` (the `usage` name is
+          reserved for LiteLLM's token-usage object)
         """
-        response_json: Final = raw_response.json()
+        parsed: Final = _ParallelAIV1SearchResponse.model_validate(raw_response.json())
 
-        results: Final = []
-        for result in response_json.get("results", []):
-            excerpts = result.get("excerpts") or []
-            snippet = " ... ".join(excerpts) if excerpts else ""
+        # written unconditionally: leaving a caller-supplied value in place when the
+        # provider reports no usage would let the caller price its own request
+        logging_obj.optional_params = {
+            **logging_obj.optional_params,
+            PARALLEL_AI_USAGE_PARAM: parsed.usage,
+        }
 
-            search_result = SearchResult(
-                title=result.get("title") or "",
-                url=result.get("url") or "",
-                snippet=snippet,
-                date=result.get("publish_date"),
-                last_updated=None,
+        results: Final = tuple(
+            SearchResult.model_validate(
+                MappingProxyType(
+                    {
+                        "title": result.title or "",
+                        "url": result.url or "",
+                        "snippet": " ... ".join(result.excerpts or ()),
+                        "date": result.publish_date,
+                        "last_updated": None,
+                        "excerpts": result.excerpts or (),
+                    }
+                )
             )
-            results.append(search_result)
-
-        return SearchResponse(
-            results=results,
-            object="search",
+            for result in parsed.results
         )
+
+        extra_fields: Final = MappingProxyType(
+            {
+                key: value
+                for key, value in (
+                    ("search_id", parsed.search_id),
+                    ("session_id", parsed.session_id),
+                    ("parallel_usage", parsed.usage),
+                    ("warnings", parsed.warnings),
+                )
+                if value is not None
+            }
+        )
+
+        return SearchResponse.model_validate(MappingProxyType({"results": results, "object": "search", **extra_fields}))
diff --git a/litellm/llms/s3_vectors/vector_stores/transformation.py b/litellm/llms/s3_vectors/vector_stores/transformation.py
index 5be35ae4148..a9902a0d27c 100644
--- a/litellm/llms/s3_vectors/vector_stores/transformation.py
+++ b/litellm/llms/s3_vectors/vector_stores/transformation.py
@@ -1,9 +1,12 @@
-import re
+from collections.abc import Mapping, Sequence
 from typing import TYPE_CHECKING, Any, Final
 
 import httpx
 
-from litellm.llms.base_llm.vector_store.transformation import BaseVectorStoreConfig
+from litellm.llms.base_llm.vector_store.transformation import (
+    BaseQueryEmbeddingVectorStoreConfig,
+    VectorStoreEmbeddingExecutor,
+)
 from litellm.llms.bedrock.base_aws_llm import BaseAWSLLM
 from litellm.types.router import GenericLiteLLMParams
 from litellm.types.vector_stores import (
@@ -21,12 +24,15 @@ if TYPE_CHECKING:
 else:
     LiteLLMLoggingObj = Any
 
+_DEFAULT_QUERY_EMBEDDING_MODEL: Final = "text-embedding-3-small"
+_DEFAULT_TOP_K: Final = 5
 
-class S3VectorsVectorStoreConfig(BaseVectorStoreConfig, BaseAWSLLM):
+
+class S3VectorsVectorStoreConfig(BaseQueryEmbeddingVectorStoreConfig, BaseAWSLLM):
     """Vector store configuration for AWS S3 Vectors."""
 
     def __init__(self) -> None:
-        BaseVectorStoreConfig.__init__(self)
+        BaseQueryEmbeddingVectorStoreConfig.__init__(self)
         BaseAWSLLM.__init__(self)
 
     def get_auth_credentials(self, litellm_params: dict) -> BaseVectorStoreAuthCredentials:
@@ -58,120 +64,94 @@ class S3VectorsVectorStoreConfig(BaseVectorStoreConfig, BaseAWSLLM):
         return headers
 
     def get_complete_url(self, api_base: str | None, litellm_params: dict) -> str:
-        aws_region_name: Final = litellm_params.get("aws_region_name")
-        if not aws_region_name:
-            raise ValueError("aws_region_name is required for S3 Vectors")
-        if not re.match(r"^[a-z][a-z0-9-]*$", aws_region_name):
-            raise ValueError("Invalid aws_region_name format")
+        aws_region_name: Final = self.get_aws_region_name_for_non_llm_api_calls(litellm_params.get("aws_region_name"))
         return f"https://s3vectors.{aws_region_name}.api.aws"
 
+    @staticmethod
+    def query_embedding_model(litellm_params: Mapping[str, object]) -> str:
+        configured: Final = litellm_params.get("litellm_embedding_model") or litellm_params.get("embedding_model")
+        return configured if isinstance(configured, str) and configured else _DEFAULT_QUERY_EMBEDDING_MODEL
+
+    @staticmethod
+    def _query_target(vector_store_id: str, litellm_params: Mapping[str, object]) -> tuple[str, str]:
+        if ":" in vector_store_id:
+            bucket_name, index_name = vector_store_id.split(":", 1)
+            return bucket_name, index_name
+        bucket_name_from_params: Final = litellm_params.get("vector_bucket_name")
+        if not isinstance(bucket_name_from_params, str) or not bucket_name_from_params:
+            raise ValueError(
+                "vector_store_id must be in format 'bucket_name:index_name' for S3 Vectors, "
+                "or vector_bucket_name must be provided in litellm_params"
+            )
+        return bucket_name_from_params, vector_store_id
+
+    @staticmethod
+    def _query_request(
+        bucket_name: str,
+        index_name: str,
+        query_text: str,
+        query_vector: Sequence[float],
+        vector_store_search_optional_params: VectorStoreSearchOptionalRequestParams,
+        api_base: str,
+        litellm_logging_obj: LiteLLMLoggingObj,
+    ) -> tuple[str, dict[str, object]]:
+        litellm_logging_obj.model_call_details["query"] = query_text
+        return f"{api_base}/QueryVectors", {
+            "vectorBucketName": bucket_name,
+            "indexName": index_name,
+            "queryVector": {"float32": list(query_vector)},
+            "topK": vector_store_search_optional_params.get("max_num_results", _DEFAULT_TOP_K),
+            "returnDistance": True,
+            "returnMetadata": True,
+        }
+
     def transform_search_vector_store_request(
         self,
         vector_store_id: str,
-        query: str | list[str],
+        query: str | Sequence[str],
         vector_store_search_optional_params: VectorStoreSearchOptionalRequestParams,
         api_base: str,
         litellm_logging_obj: LiteLLMLoggingObj,
-        litellm_params: dict,
-        extra_body: dict[str, Any] | None = None,
-    ) -> tuple[str, dict]:
-        """Sync version - generates embedding synchronously."""
-        # For S3 Vectors, vector_store_id should be in format: bucket_name:index_name
-        # If not in that format, try to construct it from litellm_params
-        bucket_name: str
-        index_name: str
-
-        if ":" in vector_store_id:
-            bucket_name, index_name = vector_store_id.split(":", 1)
-        else:
-            # Try to get bucket_name from litellm_params
-            bucket_name_from_params: Final = litellm_params.get("vector_bucket_name")
-            if not bucket_name_from_params or not isinstance(bucket_name_from_params, str):
-                raise ValueError(
-                    "vector_store_id must be in format 'bucket_name:index_name' for S3 Vectors, "
-                    "or vector_bucket_name must be provided in litellm_params"
-                )
-            bucket_name = bucket_name_from_params
-            index_name = vector_store_id
-
-        if isinstance(query, list):
-            query = " ".join(query)
-
-        # Generate embedding for the query
-        embedding_model: Final = litellm_params.get("embedding_model", "text-embedding-3-small")
-
-        import litellm as litellm_module
-
-        embedding_response: Final = litellm_module.embedding(model=embedding_model, input=[query])
-        query_embedding: Final = embedding_response.data[0]["embedding"]
-
-        url: Final = f"{api_base}/QueryVectors"
-
-        request_body: Final[dict[str, Any]] = {
-            "vectorBucketName": bucket_name,
-            "indexName": index_name,
-            "queryVector": {"float32": query_embedding},
-            "topK": vector_store_search_optional_params.get("max_num_results", 5),  # Default to 5
-            "returnDistance": True,
-            "returnMetadata": True,
-        }
-
-        litellm_logging_obj.model_call_details["query"] = query
-        return url, request_body
+        litellm_params: Mapping[str, object],
+        extra_body: Mapping[str, object] | None = None,
+        embedding_executor: VectorStoreEmbeddingExecutor | None = None,
+    ) -> tuple[str, dict[str, object]]:
+        bucket_name, index_name = self._query_target(vector_store_id, litellm_params)
+        query_text: Final = self.query_text(query)
+        query_vector: Final = self.embed_query(query_text, litellm_params, embedding_executor)
+        return self._query_request(
+            bucket_name,
+            index_name,
+            query_text,
+            query_vector,
+            vector_store_search_optional_params,
+            api_base,
+            litellm_logging_obj,
+        )
 
     async def atransform_search_vector_store_request(
         self,
         vector_store_id: str,
-        query: str | list[str],
+        query: str | Sequence[str],
         vector_store_search_optional_params: VectorStoreSearchOptionalRequestParams,
         api_base: str,
         litellm_logging_obj: LiteLLMLoggingObj,
-        litellm_params: dict,
-        extra_body: dict[str, Any] | None = None,
-    ) -> tuple[str, dict]:
-        """Async version - generates embedding asynchronously."""
-        # For S3 Vectors, vector_store_id should be in format: bucket_name:index_name
-        # If not in that format, try to construct it from litellm_params
-        bucket_name: str
-        index_name: str
-
-        if ":" in vector_store_id:
-            bucket_name, index_name = vector_store_id.split(":", 1)
-        else:
-            # Try to get bucket_name from litellm_params
-            bucket_name_from_params: Final = litellm_params.get("vector_bucket_name")
-            if not bucket_name_from_params or not isinstance(bucket_name_from_params, str):
-                raise ValueError(
-                    "vector_store_id must be in format 'bucket_name:index_name' for S3 Vectors, "
-                    "or vector_bucket_name must be provided in litellm_params"
-                )
-            bucket_name = bucket_name_from_params
-            index_name = vector_store_id
-
-        if isinstance(query, list):
-            query = " ".join(query)
-
-        # Generate embedding for the query asynchronously
-        embedding_model: Final = litellm_params.get("embedding_model", "text-embedding-3-small")
-
-        import litellm as litellm_module
-
-        embedding_response: Final = await litellm_module.aembedding(model=embedding_model, input=[query])
-        query_embedding: Final = embedding_response.data[0]["embedding"]
-
-        url: Final = f"{api_base}/QueryVectors"
-
-        request_body: Final[dict[str, Any]] = {
-            "vectorBucketName": bucket_name,
-            "indexName": index_name,
-            "queryVector": {"float32": query_embedding},
-            "topK": vector_store_search_optional_params.get("max_num_results", 5),  # Default to 5
-            "returnDistance": True,
-            "returnMetadata": True,
-        }
-
-        litellm_logging_obj.model_call_details["query"] = query
-        return url, request_body
+        litellm_params: Mapping[str, object],
+        extra_body: Mapping[str, object] | None = None,
+        embedding_executor: VectorStoreEmbeddingExecutor | None = None,
+    ) -> tuple[str, dict[str, object]]:
+        bucket_name, index_name = self._query_target(vector_store_id, litellm_params)
+        query_text: Final = self.query_text(query)
+        query_vector: Final = await self.aembed_query(query_text, litellm_params, embedding_executor)
+        return self._query_request(
+            bucket_name,
+            index_name,
+            query_text,
+            query_vector,
+            vector_store_search_optional_params,
+            api_base,
+            litellm_logging_obj,
+        )
 
     def sign_request(
         self,
@@ -204,21 +184,13 @@ class S3VectorsVectorStoreConfig(BaseVectorStoreConfig, BaseAWSLLM):
                 if not source_text:
                     continue
 
-                # Extract file information from metadata
                 chunk_index = metadata.get("chunk_index", "0")
                 file_id = f"s3-vectors-chunk-{chunk_index}"
                 filename = metadata.get("filename", f"document-{chunk_index}")
 
-                # S3 Vectors returns distance, convert to similarity score (0-1)
-                # Lower distance = higher similarity
-                # We'll normalize using 1 / (1 + distance) to get a 0-1 score
                 distance = item.get("distance")
                 score = None
                 if distance is not None:
-                    # Convert distance to similarity score between 0 and 1
-                    # For cosine distance: similarity = 1 - distance
-                    # For euclidean: use 1 / (1 + distance)
-                    # Assuming cosine distance here
                     score = max(0.0, min(1.0, 1.0 - float(distance)))
 
                 results.append(
@@ -243,7 +215,6 @@ class S3VectorsVectorStoreConfig(BaseVectorStoreConfig, BaseAWSLLM):
                 headers=response.headers,
             )
 
-    # Vector store creation is not yet implemented
     def transform_create_vector_store_request(
         self,
         vector_store_create_optional_params,
diff --git a/litellm/llms/valkey/vector_stores/transformation.py b/litellm/llms/valkey/vector_stores/transformation.py
index 3cbfca0f1a9..b250f71cf3f 100644
--- a/litellm/llms/valkey/vector_stores/transformation.py
+++ b/litellm/llms/valkey/vector_stores/transformation.py
@@ -15,7 +15,10 @@ import httpx
 from pydantic import BaseModel, ConfigDict
 
 import litellm
-from litellm.llms.base_llm.vector_store.transformation import BaseDirectVectorStoreConfig
+from litellm.llms.base_llm.vector_store.transformation import (
+    BaseDirectVectorStoreConfig,
+    VectorStoreEmbeddingExecutor,
+)
 from litellm.llms.valkey.common_utils import build_valkey_url, pack_vector
 from litellm.types.utils import EmbeddingResponse
 from litellm.types.vector_stores import (
@@ -213,6 +216,7 @@ class ValkeyVectorStoreConfig(BaseDirectVectorStoreConfig):
         vector_store_search_optional_params: VectorStoreSearchOptionalRequestParams,
         litellm_logging_obj: "LiteLLMLoggingObj",
         litellm_params: Mapping[str, object],
+        embedding_executor: VectorStoreEmbeddingExecutor | None = None,
         timeout: float | httpx.Timeout | None = None,
     ) -> VectorStoreSearchResponse:
         params: Final = _ValkeySearchParams.model_validate(litellm_params)
@@ -222,10 +226,18 @@ class ValkeyVectorStoreConfig(BaseDirectVectorStoreConfig):
             embedding_field=params.embedding_field,
             text_field=params.text_field,
         )
-        embedding_response: Final = self.embedding_fn(
-            model=params.require_embedding_model(),
-            input=[query_text],  # mutable-ok: litellm.embedding's input contract is a list
-            **(params.litellm_embedding_config or _EMPTY_EMBEDDING_CONFIG),
+        embedding_response: Final = (
+            embedding_executor.embed(
+                params.require_embedding_model(),
+                query_text,
+                params.litellm_embedding_config or _EMPTY_EMBEDDING_CONFIG,
+            )
+            if embedding_executor is not None
+            else self.embedding_fn(
+                model=params.require_embedding_model(),
+                input=[query_text],  # mutable-ok: the injected embedding callable requires list input
+                **(params.litellm_embedding_config or _EMPTY_EMBEDDING_CONFIG),
+            )
         )
         vec_params: Final = {"vec": pack_vector(embedding_response.data[0]["embedding"])}  # mutable-ok: redis-py API
 
@@ -252,6 +264,7 @@ class ValkeyVectorStoreConfig(BaseDirectVectorStoreConfig):
         vector_store_search_optional_params: VectorStoreSearchOptionalRequestParams,
         litellm_logging_obj: "LiteLLMLoggingObj",
         litellm_params: Mapping[str, object],
+        embedding_executor: VectorStoreEmbeddingExecutor | None = None,
         timeout: float | httpx.Timeout | None = None,
     ) -> VectorStoreSearchResponse:
         params: Final = _ValkeySearchParams.model_validate(litellm_params)
@@ -261,10 +274,18 @@ class ValkeyVectorStoreConfig(BaseDirectVectorStoreConfig):
             embedding_field=params.embedding_field,
             text_field=params.text_field,
         )
-        embedding_response: Final = await self.aembedding_fn(
-            model=params.require_embedding_model(),
-            input=[query_text],  # mutable-ok: litellm.embedding's input contract is a list
-            **(params.litellm_embedding_config or _EMPTY_EMBEDDING_CONFIG),
+        embedding_response: Final = (
+            await embedding_executor.aembed(
+                params.require_embedding_model(),
+                query_text,
+                params.litellm_embedding_config or _EMPTY_EMBEDDING_CONFIG,
+            )
+            if embedding_executor is not None
+            else await self.aembedding_fn(
+                model=params.require_embedding_model(),
+                input=[query_text],  # mutable-ok: the injected embedding callable requires list input
+                **(params.litellm_embedding_config or _EMPTY_EMBEDDING_CONFIG),
+            )
         )
         vec_params: Final = {"vec": pack_vector(embedding_response.data[0]["embedding"])}  # mutable-ok: redis-py API
 
diff --git a/litellm/llms/vertex_ai/gemini/vertex_and_google_ai_studio_gemini.py b/litellm/llms/vertex_ai/gemini/vertex_and_google_ai_studio_gemini.py
index d8b1e7ba17c..69fe5678de9 100644
--- a/litellm/llms/vertex_ai/gemini/vertex_and_google_ai_studio_gemini.py
+++ b/litellm/llms/vertex_ai/gemini/vertex_and_google_ai_studio_gemini.py
@@ -949,7 +949,7 @@ class VertexGeminiConfig(VertexAIBaseConfig, BaseConfig):
         # For Gemini 3+ models, use thinkingLevel instead of thinkingBudget
         if model and VertexGeminiConfig._is_gemini_3_or_newer(model):
             if thinking_enabled:
-                if thinking_budget is None or thinking_budget == 0:
+                if thinking_budget == 0:
                     params["includeThoughts"] = False
                 else:
                     params["includeThoughts"] = True
diff --git a/litellm/llms/vertex_ai/ocr/deepseek_transformation.py b/litellm/llms/vertex_ai/ocr/deepseek_transformation.py
index 2603552152d..b57a87c3325 100644
--- a/litellm/llms/vertex_ai/ocr/deepseek_transformation.py
+++ b/litellm/llms/vertex_ai/ocr/deepseek_transformation.py
@@ -177,8 +177,9 @@ class VertexAIDeepSeekOCRConfig(BaseOCRConfig):
             content_item = {"type": "image_url", "image_url": document_url}
 
         # Build DeepSeek OCR request
+        provider_model: Final = model if model.startswith("deepseek-ai/") else f"deepseek-ai/{model}"
         data: Final = {
-            "model": "deepseek-ai/" + model,
+            "model": provider_model,
             "messages": [{"role": "user", "content": [content_item]}],
         }
 
diff --git a/litellm/llms/vertex_ai/vertex_ai_partner_models/anthropic/transformation.py b/litellm/llms/vertex_ai/vertex_ai_partner_models/anthropic/transformation.py
index ef03e61a858..7579bc8c02e 100644
--- a/litellm/llms/vertex_ai/vertex_ai_partner_models/anthropic/transformation.py
+++ b/litellm/llms/vertex_ai/vertex_ai_partner_models/anthropic/transformation.py
@@ -177,6 +177,10 @@ class VertexAIAnthropicConfig(AnthropicConfig):
         # Restore original model name for any other processing
         model = original_model
 
+        AnthropicModelInfo.translate_legacy_thinking_for_adaptive_model(
+            model=original_model, optional_params=optional_params, custom_llm_provider="vertex_ai"
+        )
+
         return optional_params
 
     def transform_response(
diff --git a/litellm/llms/xai/chat/transformation.py b/litellm/llms/xai/chat/transformation.py
index ae5849812bf..09af8544b28 100644
--- a/litellm/llms/xai/chat/transformation.py
+++ b/litellm/llms/xai/chat/transformation.py
@@ -1,4 +1,5 @@
 from collections.abc import AsyncIterator, Iterator, Mapping
+from types import MappingProxyType
 from typing import Any, Final
 
 import httpx
@@ -11,7 +12,7 @@ from litellm.litellm_core_utils.prompt_templates.common_utils import (
     filter_value_from_dict,
     strip_name_from_messages,
 )
-from litellm.llms.xai.common_utils import XAIModelInfo
+from litellm.llms.xai.common_utils import XAIModelInfo, xai_reported_cost_in_usd
 from litellm.llms.xai.cost_calculator import (
     apply_server_side_tool_usage_details_to_usage,
 )
@@ -30,6 +31,13 @@ from ...openai.chat.gpt_transformation import (
 )
 
 
+def _usage_restated_from_xai_ticks(usage: Usage | None) -> Usage | None:
+    reported_cost: Final = xai_reported_cost_in_usd(getattr(usage, "cost_in_usd_ticks", None))
+    if usage is None or reported_cost is None:
+        return None
+    return usage.model_copy(update=MappingProxyType({"cost": reported_cost}))
+
+
 class XAIChatConfig(OpenAIGPTConfig):
     @property
     def custom_llm_provider(self) -> str | None:
@@ -283,6 +291,9 @@ class XAIChatConfig(OpenAIGPTConfig):
 
         self._fold_reasoning_tokens_into_completion(response)
         self._normalize_openai_compatible_usage_totals(getattr(response, "usage", None))
+        restated_usage: Final = _usage_restated_from_xai_ticks(getattr(response, "usage", None))
+        if restated_usage is not None:
+            response.usage = restated_usage
         return response
 
     @staticmethod
@@ -411,4 +422,8 @@ class XAIChatCompletionStreamingHandler(OpenAIChatCompletionStreamingHandler):
             XAIChatConfig._fold_reasoning_tokens_into_completion(chunk["usage"])
             XAIChatConfig._normalize_openai_compatible_usage_totals(chunk["usage"])
 
-        return super().chunk_parser(chunk)
+        parsed_chunk: Final = super().chunk_parser(chunk)
+        restated_usage: Final = _usage_restated_from_xai_ticks(getattr(parsed_chunk, "usage", None))
+        if restated_usage is not None:
+            parsed_chunk.usage = restated_usage
+        return parsed_chunk
diff --git a/litellm/llms/xai/common_utils.py b/litellm/llms/xai/common_utils.py
index f122098332e..cf76a851a86 100644
--- a/litellm/llms/xai/common_utils.py
+++ b/litellm/llms/xai/common_utils.py
@@ -8,6 +8,17 @@ from litellm.secret_managers.main import get_secret_str
 from litellm.types.llms.openai import AllMessageValues
 from litellm.types.utils import ProviderSpecificModelInfo
 
+USD_TICKS_PER_DOLLAR: Final = 10_000_000_000
+
+
+def xai_reported_cost_in_usd(cost_in_usd_ticks: object) -> float | None:
+    """xAI bills in ticks of a dollar: https://docs.x.ai/developers/cost-tracking"""
+    if not isinstance(cost_in_usd_ticks, int) or isinstance(cost_in_usd_ticks, bool):
+        return None
+    if cost_in_usd_ticks < 0:
+        return None
+    return cost_in_usd_ticks / USD_TICKS_PER_DOLLAR
+
 
 class XAIModelInfo(BaseLLMModelInfo):
     def get_provider_info(
diff --git a/litellm/llms/xai/cost_calculator.py b/litellm/llms/xai/cost_calculator.py
index dd77b8d5d09..164568451d4 100644
--- a/litellm/llms/xai/cost_calculator.py
+++ b/litellm/llms/xai/cost_calculator.py
@@ -1,9 +1,11 @@
 """
 Helper util for handling XAI-specific cost calculation
+- Prefers the cost xAI reports on the response over recomputing it locally
 - Uses the generic cost calculator which already handles tiered pricing correctly
 - Handles XAI-specific reasoning token billing (billed as part of completion tokens)
 """
 
+import math
 from collections.abc import Mapping
 from typing import TYPE_CHECKING, Final
 
@@ -36,6 +38,17 @@ def apply_server_side_tool_usage_details_to_usage(usage: Usage, details: Mapping
     usage.prompt_tokens_details = prompt_tokens_details  # rebind-ok: write details onto caller usage
 
 
+def _cost_reported_by_xai(usage: "Usage") -> float | None:
+    reported_cost: Final[object] = getattr(usage, "cost", None)
+    if not isinstance(reported_cost, (int, float)) or isinstance(reported_cost, bool):
+        return None
+    if not math.isfinite(reported_cost):
+        return None
+    if reported_cost < 0:
+        return None
+    return float(reported_cost)
+
+
 def cost_per_token(model: str, usage: Usage) -> tuple[float, float]:
     """
     Calculates the cost per token for a given XAI model, prompt tokens, and completion tokens.
@@ -48,6 +61,10 @@ def cost_per_token(model: str, usage: Usage) -> tuple[float, float]:
     Returns:
         Tuple[float, float] - prompt_cost_in_usd, completion_cost_in_usd
     """
+    reported_cost: Final = _cost_reported_by_xai(usage)
+    if reported_cost is not None:
+        return 0.0, reported_cost
+
     # XAI-specific completion cost: completion is billed as visible + reasoning
     # tokens. Detect when the transformation layer already folded them so we
     # don't double-count; fall back to raw xAI shape for callers that bypass
@@ -112,6 +129,9 @@ def cost_per_web_search_request(usage: "Usage", model_info: "ModelInfo") -> floa
     Per-call rate comes from model_info.search_context_cost_per_query when set,
     otherwise the default xAI tools rate ($5 / 1k calls).
     """
+    if _cost_reported_by_xai(usage) is not None:
+        return 0.0
+
     details: Final = getattr(usage, "server_side_tool_usage_details", None)
     if not isinstance(details, Mapping):
         return 0.0
diff --git a/litellm/llms/xai/responses/transformation.py b/litellm/llms/xai/responses/transformation.py
index d79e7d4c146..acf03d88911 100644
--- a/litellm/llms/xai/responses/transformation.py
+++ b/litellm/llms/xai/responses/transformation.py
@@ -1,17 +1,44 @@
-from typing import Any, Final
+from types import MappingProxyType
+from typing import TYPE_CHECKING, Any, Final
+
+import httpx
 
 import litellm
 from litellm._logging import verbose_logger
 from litellm.constants import XAI_API_BASE
 from litellm.exceptions import AuthenticationError
 from litellm.llms.openai.responses.transformation import OpenAIResponsesAPIConfig
-from litellm.llms.xai.common_utils import XAIModelInfo
+from litellm.llms.xai.common_utils import XAIModelInfo, xai_reported_cost_in_usd
 from litellm.secret_managers.main import get_secret_str
-from litellm.types.llms.openai import ResponsesAPIOptionalRequestParams
+from litellm.types.llms.openai import (
+    ResponseAPIUsage,
+    ResponseCompletedEvent,
+    ResponseFailedEvent,
+    ResponseIncompleteEvent,
+    ResponsesAPIOptionalRequestParams,
+    ResponsesAPIResponse,
+    ResponsesAPIStreamingResponse,
+)
 from litellm.types.llms.xai import XAIWebSearchTool, XAIXSearchTool
 from litellm.types.router import GenericLiteLLMParams
 from litellm.types.utils import LlmProviders
 
+if TYPE_CHECKING:
+    from litellm.litellm_core_utils.litellm_logging import (
+        Logging as _LiteLLMLoggingObj,
+    )
+
+    LiteLLMLoggingObj = _LiteLLMLoggingObj
+else:
+    LiteLLMLoggingObj = Any
+
+
+def _usage_restated_from_xai_ticks(usage: ResponseAPIUsage | None) -> ResponseAPIUsage | None:
+    reported_cost: Final = xai_reported_cost_in_usd(getattr(usage, "cost_in_usd_ticks", None))
+    if usage is None or reported_cost is None:
+        return None
+    return usage.model_copy(update=MappingProxyType({"cost": reported_cost}))
+
 
 class XAIResponsesAPIConfig(OpenAIResponsesAPIConfig):
     """
@@ -250,6 +277,41 @@ class XAIResponsesAPIConfig(OpenAIResponsesAPIConfig):
 
         return f"{api_base}/responses"
 
+    def transform_response_api_response(
+        self,
+        model: str,
+        raw_response: httpx.Response,
+        logging_obj: LiteLLMLoggingObj,
+    ) -> ResponsesAPIResponse:
+        response: Final = super().transform_response_api_response(
+            model=model,
+            raw_response=raw_response,
+            logging_obj=logging_obj,
+        )
+
+        restated_usage: Final = _usage_restated_from_xai_ticks(response.usage)
+        if restated_usage is not None:
+            response.usage = restated_usage
+        return response
+
+    def transform_streaming_response(
+        self,
+        model: str,
+        parsed_chunk: dict,  # mutable-ok: overrides the base class signature
+        logging_obj: LiteLLMLoggingObj,
+    ) -> ResponsesAPIStreamingResponse:
+        event: Final = super().transform_streaming_response(
+            model=model,
+            parsed_chunk=parsed_chunk,
+            logging_obj=logging_obj,
+        )
+        if not isinstance(event, (ResponseCompletedEvent, ResponseIncompleteEvent, ResponseFailedEvent)):
+            return event
+        restated_usage: Final = _usage_restated_from_xai_ticks(event.response.usage)
+        if restated_usage is not None:
+            event.response.usage = restated_usage
+        return event
+
     def supports_native_websocket(self) -> bool:
         """XAI does not support native WebSocket for Responses API"""
         return False
diff --git a/litellm/main.py b/litellm/main.py
index c4c5bbefc4f..2929790f2bd 100644
--- a/litellm/main.py
+++ b/litellm/main.py
@@ -26,6 +26,7 @@ from copy import deepcopy
 from functools import partial
 from types import MappingProxyType
 from typing import TYPE_CHECKING, Any, Final, Literal, Optional, Protocol, Union, cast, get_args
+from urllib.parse import urlsplit
 
 from litellm._logging import _redact_string
 from litellm._uuid import uuid
@@ -60,6 +61,7 @@ if TYPE_CHECKING:
     from litellm.types.utils import TokenCountResponse
 
 from litellm.constants import (
+    AZURE_OPENAI_AUDIO_PROVIDERS,
     DEFAULT_MOCK_RESPONSE_COMPLETION_TOKEN_COUNT,
     DEFAULT_MOCK_RESPONSE_PROMPT_TOKEN_COUNT,
 )
@@ -141,7 +143,6 @@ from litellm.utils import (
     convert_to_model_response_object,
     create_pretrained_tokenizer,
     create_tokenizer,
-    get_api_key,
     get_llm_provider,
     get_model_info,
     get_non_default_completion_params,
@@ -985,6 +986,12 @@ def mock_completion(
 
 
 _OPENAI_DEFAULT_API_BASE: Final = "https://api.openai.com/v1"
+_OPENAI_API_HOST: Final = "api.openai.com"
+
+
+def _is_openai_backed_api_base(api_base: str) -> bool:
+    hostname: Final = urlsplit(api_base).hostname
+    return hostname is not None and (hostname == _OPENAI_API_HOST or hostname.endswith(f".{_OPENAI_API_HOST}"))
 
 
 def _resolve_openai_api_base(api_base: str | None) -> str:
@@ -1054,7 +1061,7 @@ def responses_api_bridge_check(
     #   natively by Chat Completions with reasoning on, so custom-only requests stay on
     #   chat and keep their native custom tool_call response shape.
     # - The UNSET-effort arm only fires against endpoints known to enforce that
-    #   constraint (the default OpenAI endpoint, or Azure OpenAI where api_base is
+    #   constraint (any api.openai.com host, or Azure OpenAI where api_base is
     #   always set): chat-only OpenAI-compatible backends registered under the openai
     #   provider with a custom api_base and gpt-5.4+ model names serve tools without
     #   reasoning fine and have no /responses route, so they keep pre-existing
@@ -1069,14 +1076,15 @@ def responses_api_bridge_check(
         reasoning_active = reasoning_effort.get("effort") != "none" or reasoning_effort.get("summary") is not None
     else:
         reasoning_active = reasoning_effort != "none"
-    # The reasoning+tools constraint is enforced only by the real OpenAI endpoint (and Azure OpenAI).
-    # Resolve the effective base arg>global>env>default exactly as the chat handler does, so a custom
-    # base set via litellm.api_base or OPENAI_BASE_URL/OPENAI_API_BASE isn't misread as the default and
-    # bridged to a /responses route it lacks. A whitespace-only base collapses to the default too.
-    resolved_api_base: Final = _resolve_openai_api_base(api_base)
-    on_constraint_enforcing_endpoint: Final = custom_llm_provider == "azure" or resolved_api_base.strip() in (
-        "",
-        _OPENAI_DEFAULT_API_BASE,
+    # The reasoning+tools constraint is enforced by the real OpenAI backend behind any api.openai.com
+    # host (the default URL or a PrivateLink hostname such as <region>.privatelink.api.openai.com) and
+    # by Azure OpenAI. Resolve the effective base arg>global>env>default exactly as the chat handler
+    # does, so a custom base set via litellm.api_base or OPENAI_BASE_URL/OPENAI_API_BASE isn't misread
+    # as the default and bridged to a /responses route it lacks. A whitespace-only base collapses to
+    # the default too.
+    resolved_api_base: Final = _resolve_openai_api_base(api_base).strip()
+    on_constraint_enforcing_endpoint: Final = (
+        custom_llm_provider == "azure" or resolved_api_base == "" or _is_openai_backed_api_base(resolved_api_base)
     )
     if (
         custom_llm_provider in ("openai", "azure")
@@ -7770,7 +7778,7 @@ def transcription(
         provider=LlmProviders(custom_llm_provider),
     )
 
-    if custom_llm_provider == "azure" and provider_config is None:
+    if custom_llm_provider in AZURE_OPENAI_AUDIO_PROVIDERS and provider_config is None:
         # azure configs
         api_base = api_base or litellm.api_base or get_secret_str("AZURE_API_BASE")
 
@@ -8057,7 +8065,10 @@ def speech(
         custom_llm_provider=custom_llm_provider,
     )
     response: HttpxBinaryResponseContent | Coroutine[object, object, HttpxBinaryResponseContent] | None = None
-    if custom_llm_provider == "openai" or custom_llm_provider in litellm.openai_compatible_providers:
+    if custom_llm_provider == "openai" or (
+        custom_llm_provider in litellm.openai_compatible_providers
+        and custom_llm_provider not in AZURE_OPENAI_AUDIO_PROVIDERS
+    ):
         if voice is None or not (isinstance(voice, str)):
             raise litellm.BadRequestError(
                 message="'voice' is required to be passed as a string for OpenAI TTS",
@@ -8111,7 +8122,7 @@ def speech(
             aspeech=aspeech,
             shared_session=shared_session,
         )
-    elif custom_llm_provider == "azure":
+    elif custom_llm_provider in AZURE_OPENAI_AUDIO_PROVIDERS:
         # Check if this is Azure Speech Service (Cognitive Services TTS)
         if model.startswith("speech/"):
             from litellm.llms.azure.text_to_speech.transformation import (
@@ -8596,9 +8607,19 @@ def stream_chunk_builder_text_completion(chunks: list, messages: list | None = N
     return TextCompletionResponse(**response)
 
 
+_CALCULATOR_PRICED_REPORTED_COST_PROVIDERS: Final = frozenset({LlmProviders.XAI.value})
+
+
+def _reported_cost_is_priced_by_calculator(logging_obj: Optional["Logging"]) -> bool:
+    if logging_obj is None:
+        return False
+    provider: Final[object] = logging_obj.model_call_details.get("custom_llm_provider")
+    return provider in _CALCULATOR_PRICED_REPORTED_COST_PROVIDERS
+
+
 def _stream_builder_response_cost(response: ModelResponse, logging_obj: Optional["Logging"]) -> float | None:
     usage_cost: Final = getattr(getattr(response, "usage", None), "cost", None)
-    if isinstance(usage_cost, (int, float)):
+    if isinstance(usage_cost, (int, float)) and not _reported_cost_is_priced_by_calculator(logging_obj):
         return float(usage_cost)
     if logging_obj is not None:
         return None
@@ -8637,6 +8658,16 @@ def _set_stream_builder_response_cost(response: ModelResponse, logging_obj: Opti
     hidden_params["response_cost"] = response_cost
 
 
+def _stamp_streaming_usage_cost(usage: Usage, response: ModelResponse, logging_obj: Optional["Logging"]) -> None:
+    if logging_obj is None:
+        return
+    if isinstance(getattr(usage, "cost", None), (int, float)):
+        return
+    computed_cost: Final = logging_obj._response_cost_calculator(result=response)
+    if isinstance(computed_cost, (int, float)) and computed_cost > 0:
+        setattr(usage, "cost", computed_cost)
+
+
 def stream_chunk_builder(
     chunks: list,
     messages: list | None = None,
@@ -8731,12 +8762,7 @@ def stream_chunk_builder(
                     )
                     break
 
-            if litellm.include_cost_in_streaming_usage and logging_obj is not None:
-                setattr(
-                    usage,
-                    "cost",
-                    logging_obj._response_cost_calculator(result=response),
-                )
+            _stamp_streaming_usage_cost(usage, response, logging_obj)
             _set_stream_builder_response_cost(response, logging_obj)
 
             processor.apply_provider_assembled_streaming_metadata(response, chunks, logging_obj)
@@ -8915,10 +8941,7 @@ def stream_chunk_builder(
                 )
                 break
 
-        # Add cost to usage object if include_cost_in_streaming_usage is True
-        if litellm.include_cost_in_streaming_usage and logging_obj is not None:
-            setattr(usage, "cost", logging_obj._response_cost_calculator(result=response))
-
+        _stamp_streaming_usage_cost(usage, response, logging_obj)
         _set_stream_builder_response_cost(response, logging_obj)
 
         processor.apply_provider_assembled_streaming_metadata(response, chunks, logging_obj)
diff --git a/litellm/model_prices_and_context_window_backup.json b/litellm/model_prices_and_context_window_backup.json
index 55618d9f772..1c6d5e0b28b 100644
--- a/litellm/model_prices_and_context_window_backup.json
+++ b/litellm/model_prices_and_context_window_backup.json
@@ -9643,7 +9643,8 @@
         "supported_endpoints": [
             "/v1/images/generations",
             "/v1/images/edits"
-        ]
+        ],
+        "deprecation_date": "2026-10-01"
     },
     "azure_ai/MAI-Image-2.5-Flash": {
         "input_cost_per_image_token": 1.75e-06,
@@ -9656,7 +9657,8 @@
         "supported_endpoints": [
             "/v1/images/generations",
             "/v1/images/edits"
-        ]
+        ],
+        "deprecation_date": "2026-10-01"
     },
     "azure_ai/MAI-Image-2e": {
         "deprecation_date": "2026-08-15",
@@ -10155,7 +10157,9 @@
         "source": "https://azure.microsoft.com/en-us/pricing/details/ai-foundry-models/deepseek/",
         "supports_function_calling": true,
         "supports_reasoning": true,
-        "supports_tool_choice": true
+        "supports_tool_choice": true,
+        "cache_read_input_token_cost": 1.45e-07,
+        "supports_prompt_caching": true
     },
     "azure_ai/deepseek-v4-flash": {
         "deprecation_date": "2028-02-20",
@@ -10169,18 +10173,20 @@
         "source": "https://azure.microsoft.com/en-us/pricing/details/ai-foundry-models/deepseek/",
         "supports_function_calling": true,
         "supports_reasoning": true,
-        "supports_tool_choice": true
-    },
-    "azure_ai/deepseek-v4-flash-0731": {
+        "supports_tool_choice": true,
         "cache_read_input_token_cost": 2.8e-08,
+        "supports_prompt_caching": true
+    },
+    "azure_ai/DeepSeek-V4-Flash-0731": {
+        "cache_read_input_token_cost": 1.4e-08,
         "deprecation_date": "2026-12-03",
-        "input_cost_per_token": 1.9e-07,
+        "input_cost_per_token": 4.4e-07,
         "litellm_provider": "azure_ai",
         "max_input_tokens": 1000000,
         "max_output_tokens": 128000,
         "max_tokens": 128000,
         "mode": "chat",
-        "output_cost_per_token": 5.1e-07,
+        "output_cost_per_token": 1.32e-06,
         "source": "https://azure.microsoft.com/en-us/pricing/details/ai-foundry-models/deepseek/",
         "supports_function_calling": true,
         "supports_prompt_caching": true,
@@ -10400,11 +10406,13 @@
         "max_tokens": 262144,
         "mode": "chat",
         "output_cost_per_token": 3e-06,
-        "source": "https://techcommunity.microsoft.com/blog/azure-ai-foundry-blog/kimi-k2-5-now-in-microsoft-foundry/4492321",
+        "source": "https://azure.microsoft.com/en-us/pricing/details/ai-foundry-models/kimi/",
         "supports_function_calling": true,
         "supports_tool_choice": true,
         "supports_video_input": true,
-        "supports_vision": true
+        "supports_vision": true,
+        "cache_read_input_token_cost": 1e-07,
+        "supports_prompt_caching": true
     },
     "azure_ai/kimi-k2.6": {
         "deprecation_date": "2027-04-16",
@@ -10415,7 +10423,7 @@
         "max_tokens": 262144,
         "mode": "chat",
         "output_cost_per_token": 4e-06,
-        "source": "https://techcommunity.microsoft.com/blog/azure-ai-foundry-blog/introducing-kimi-k2-6-in-microsoft-foundry/4513125",
+        "source": "https://azure.microsoft.com/en-us/pricing/details/ai-foundry-models/kimi/",
         "supported_modalities": [
             "text",
             "image"
@@ -10426,7 +10434,9 @@
         "supports_function_calling": true,
         "supports_reasoning": true,
         "supports_tool_choice": true,
-        "supports_vision": true
+        "supports_vision": true,
+        "cache_read_input_token_cost": 1.6e-07,
+        "supports_prompt_caching": true
     },
     "azure_ai/ministral-3b": {
         "input_cost_per_token": 4e-08,
@@ -12110,7 +12120,7 @@
         "max_output_tokens": 2048,
         "max_tokens": 2048,
         "mode": "chat",
-        "output_cost_per_token": 2.65e-06,
+        "output_cost_per_token": 6e-07,
         "supports_pdf_input": true
     },
     "bedrock/us-west-1/meta.llama3-70b-instruct-v1:0": {
@@ -23514,6 +23524,63 @@
         "web_search_billing_unit": "per_query",
         "google_maps_grounding_cost_per_query": 0.014
     },
+    "vertex_ai/gemini-3.8-flash": {
+        "prompt_cache_min_tokens": 4096,
+        "cache_read_input_token_cost": 7.5e-08,
+        "cache_read_input_token_cost_flex": 3.75e-08,
+        "input_cost_per_token": 7.5e-07,
+        "input_cost_per_token_batches": 3.75e-07,
+        "input_cost_per_token_flex": 3.75e-07,
+        "litellm_provider": "vertex_ai",
+        "max_input_tokens": 1048576,
+        "max_output_tokens": 65536,
+        "max_tokens": 65536,
+        "mode": "chat",
+        "output_cost_per_reasoning_token": 3.75e-06,
+        "output_cost_per_token": 3.75e-06,
+        "output_cost_per_token_batches": 1.875e-06,
+        "output_cost_per_token_flex": 1.875e-06,
+        "regional_endpoint_uplift_multiplier": 1.1,
+        "source": "https://cloud.google.com/vertex-ai/generative-ai/pricing",
+        "supported_endpoints": [
+            "/v1/chat/completions",
+            "/v1/completions",
+            "/v1/batch"
+        ],
+        "supported_modalities": [
+            "text",
+            "image",
+            "audio",
+            "video"
+        ],
+        "supported_output_modalities": [
+            "text"
+        ],
+        "supports_audio_input": true,
+        "supports_function_calling": true,
+        "supports_parallel_function_calling": true,
+        "supports_pdf_input": true,
+        "supports_prompt_caching": true,
+        "supports_reasoning": true,
+        "supports_response_schema": true,
+        "supports_system_messages": true,
+        "supports_tool_choice": true,
+        "supports_url_context": true,
+        "supports_video_input": true,
+        "supports_vision": true,
+        "supports_web_search": true,
+        "supports_native_streaming": true,
+        "input_cost_per_token_priority": 1.35e-06,
+        "output_cost_per_token_priority": 6.75e-06,
+        "cache_read_input_token_cost_priority": 1.35e-07,
+        "search_context_cost_per_query": {
+            "search_context_size_low": 0.014,
+            "search_context_size_medium": 0.014,
+            "search_context_size_high": 0.014
+        },
+        "web_search_billing_unit": "per_query",
+        "google_maps_grounding_cost_per_query": 0.014
+    },
     "vertex_ai/gemini-3.1-pro-preview": {
         "prompt_cache_min_tokens": 4096,
         "cache_read_input_token_cost": 2e-07,
@@ -25351,6 +25418,65 @@
         "web_search_billing_unit": "per_query",
         "google_maps_grounding_cost_per_query": 0.014
     },
+    "gemini/gemini-3.8-flash": {
+        "prompt_cache_min_tokens": 4096,
+        "cache_read_input_token_cost": 7.5e-08,
+        "cache_read_input_token_cost_flex": 3.75e-08,
+        "input_cost_per_token": 7.5e-07,
+        "input_cost_per_token_batches": 3.75e-07,
+        "input_cost_per_token_flex": 3.75e-07,
+        "litellm_provider": "gemini",
+        "max_input_tokens": 1048576,
+        "max_output_tokens": 65536,
+        "max_tokens": 65536,
+        "mode": "chat",
+        "output_cost_per_reasoning_token": 3.75e-06,
+        "output_cost_per_token": 3.75e-06,
+        "output_cost_per_token_batches": 1.875e-06,
+        "output_cost_per_token_flex": 1.875e-06,
+        "rpm": 2000,
+        "source": "https://ai.google.dev/gemini-api/docs/pricing",
+        "supported_endpoints": [
+            "/v1/chat/completions",
+            "/v1/completions",
+            "/v1/batch"
+        ],
+        "supported_modalities": [
+            "text",
+            "image",
+            "audio",
+            "video"
+        ],
+        "supported_output_modalities": [
+            "text"
+        ],
+        "supports_audio_output": false,
+        "supports_audio_input": true,
+        "supports_function_calling": true,
+        "supports_parallel_function_calling": true,
+        "supports_pdf_input": true,
+        "supports_prompt_caching": true,
+        "supports_reasoning": true,
+        "supports_response_schema": true,
+        "supports_system_messages": true,
+        "supports_tool_choice": true,
+        "supports_url_context": true,
+        "supports_video_input": true,
+        "supports_vision": true,
+        "supports_web_search": true,
+        "supports_native_streaming": true,
+        "tpm": 800000,
+        "input_cost_per_token_priority": 1.35e-06,
+        "output_cost_per_token_priority": 6.75e-06,
+        "cache_read_input_token_cost_priority": 1.35e-07,
+        "search_context_cost_per_query": {
+            "search_context_size_low": 0.014,
+            "search_context_size_medium": 0.014,
+            "search_context_size_high": 0.014
+        },
+        "web_search_billing_unit": "per_query",
+        "google_maps_grounding_cost_per_query": 0.014
+    },
     "gemini/gemini-omni-flash-preview": {
         "input_cost_per_audio_token": 1.5e-06,
         "input_cost_per_token": 1.5e-06,
@@ -25759,6 +25885,63 @@
         "web_search_billing_unit": "per_query",
         "google_maps_grounding_cost_per_query": 0.014
     },
+    "gemini-3.8-flash": {
+        "prompt_cache_min_tokens": 4096,
+        "cache_read_input_token_cost": 7.5e-08,
+        "cache_read_input_token_cost_flex": 3.75e-08,
+        "input_cost_per_token": 7.5e-07,
+        "input_cost_per_token_batches": 3.75e-07,
+        "input_cost_per_token_flex": 3.75e-07,
+        "litellm_provider": "vertex_ai-language-models",
+        "max_input_tokens": 1048576,
+        "max_output_tokens": 65536,
+        "max_tokens": 65536,
+        "mode": "chat",
+        "output_cost_per_reasoning_token": 3.75e-06,
+        "output_cost_per_token": 3.75e-06,
+        "output_cost_per_token_batches": 1.875e-06,
+        "output_cost_per_token_flex": 1.875e-06,
+        "source": "https://ai.google.dev/gemini-api/docs/pricing",
+        "supported_endpoints": [
+            "/v1/chat/completions",
+            "/v1/completions",
+            "/v1/batch"
+        ],
+        "supported_modalities": [
+            "text",
+            "image",
+            "audio",
+            "video"
+        ],
+        "supported_output_modalities": [
+            "text"
+        ],
+        "supports_audio_output": false,
+        "supports_audio_input": true,
+        "supports_function_calling": true,
+        "supports_parallel_function_calling": true,
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@@ -29094,20 +29277,92 @@
         "supports_xhigh_reasoning_effort": true,
         "supports_minimal_reasoning_effort": true
     },
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+        "supports_xhigh_reasoning_effort": true
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@@ -29119,6 +29374,7 @@
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@@ -29182,6 +29441,7 @@
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@@ -29225,16 +29485,19 @@
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@@ -29246,6 +29509,7 @@
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@@ -29309,6 +29576,7 @@
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@@ -29548,7 +29816,10 @@
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@@ -29602,7 +29873,10 @@
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@@ -29751,7 +30025,10 @@
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@@ -29800,7 +30077,10 @@
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@@ -29849,7 +30129,9 @@
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@@ -29898,7 +30180,9 @@
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@@ -30834,17 +31118,18 @@
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     "gpt-realtime-2": {
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@@ -30908,8 +31193,8 @@
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@@ -30941,7 +31226,7 @@
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@@ -32877,6 +33162,88 @@
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         "supports_xhigh_reasoning_effort": true
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+        "max_tokens": 131072,
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+        "search_context_cost_per_query": {
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+            "search_context_size_low": 0.0025,
+            "search_context_size_medium": 0.0025
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+        "source": "https://ai.developer.meta.com/docs/pricing-rate-limits",
+        "supported_endpoints": [
+            "/v1/chat/completions",
+            "/v1/responses",
+            "/v1/messages"
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+            "video"
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+        "supports_minimal_reasoning_effort": true,
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+        "supports_pdf_input": true,
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+        "supports_web_search": true,
+        "supports_xhigh_reasoning_effort": true
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@@ -33705,19 +34072,21 @@
         "source": "https://mistral.ai/pricing#api-pricing"
     },
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-        "source": "https://mistral.ai/news/magistral",
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+        "source": "https://docs.mistral.ai/models/model-cards/mistral-medium-3-5-26-04",
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@@ -33736,19 +34105,21 @@
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-        "source": "https://mistral.ai/pricing#api-pricing",
+        "output_cost_per_token": 6e-07,
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+        "source": "https://aws.amazon.com/bedrock/pricing/",
+        "supports_function_calling": true,
+        "supports_native_structured_output": true,
+        "supports_system_messages": true,
+        "supports_tool_choice": true
+    },
+    "bedrock/us-gov-east-1/nvidia.nemotron-nano-12b-v2": {
+        "input_cost_per_token": 2.4e-07,
+        "litellm_provider": "bedrock",
+        "max_input_tokens": 128000,
+        "max_output_tokens": 8192,
+        "max_tokens": 8192,
+        "mode": "chat",
+        "output_cost_per_token": 7.2e-07,
+        "supports_system_messages": true,
+        "supports_vision": true
+    },
+    "bedrock/us-gov-east-1/nvidia.nemotron-super-3-120b": {
+        "input_cost_per_token": 1.8e-07,
+        "litellm_provider": "bedrock",
+        "max_input_tokens": 256000,
+        "max_output_tokens": 32768,
+        "max_tokens": 32768,
+        "mode": "chat",
+        "output_cost_per_token": 7.8e-07,
+        "source": "https://aws.amazon.com/bedrock/pricing/",
+        "supports_function_calling": true,
+        "supports_reasoning": true,
+        "supports_system_messages": true,
+        "supports_tool_choice": true
+    },
+    "bedrock/us-gov-east-1/openai.gpt-oss-20b-1:0": {
+        "input_cost_per_token": 8.4e-08,
+        "litellm_provider": "bedrock",
+        "max_input_tokens": 128000,
+        "max_output_tokens": 128000,
+        "max_tokens": 128000,
+        "mode": "chat",
+        "output_cost_per_token": 3.6e-07,
+        "supports_function_calling": true,
+        "supports_reasoning": true,
+        "supports_response_schema": true,
+        "supports_tool_choice": true
+    },
+    "bedrock/us-gov-east-1/openai.gpt-oss-120b-1:0": {
+        "input_cost_per_token": 1.8e-07,
+        "litellm_provider": "bedrock",
+        "max_input_tokens": 128000,
+        "max_output_tokens": 128000,
+        "max_tokens": 128000,
+        "mode": "chat",
+        "output_cost_per_token": 7.2e-07,
+        "supports_function_calling": true,
+        "supports_reasoning": true,
+        "supports_response_schema": true,
+        "supports_tool_choice": true
+    },
+    "bedrock/us-gov-east-1/anthropic.claude-sonnet-5": {
+        "bedrock_converse_supports_strict_tools": false,
+        "bedrock_output_config_effort_ceiling": "xhigh",
+        "cache_creation_input_token_cost": 3e-06,
+        "cache_creation_input_token_cost_above_1hr": 4.8e-06,
+        "cache_read_input_token_cost": 2.4e-07,
+        "input_cost_per_token": 2.4e-06,
+        "litellm_provider": "bedrock",
+        "max_input_tokens": 1000000,
+        "max_output_tokens": 128000,
+        "max_tokens": 128000,
+        "mode": "chat",
+        "output_cost_per_token": 1.2e-05,
+        "prompt_cache_min_tokens": 1024,
+        "supports_adaptive_thinking": true,
+        "supports_assistant_prefill": false,
+        "supports_computer_use": true,
+        "supports_function_calling": true,
+        "supports_max_reasoning_effort": true,
+        "supports_mid_conversation_system": true,
+        "supports_native_structured_output": false,
+        "supports_output_config": true,
+        "supports_parallel_tool_use_config": true,
+        "supports_pdf_input": true,
+        "supports_prompt_caching": true,
+        "supports_reasoning": true,
+        "supports_response_schema": true,
+        "supports_sampling_params": false,
+        "supports_tool_choice": true,
+        "supports_vision": true,
+        "supports_xhigh_reasoning_effort": true
+    },
+    "bedrock/us-gov-east-1/anthropic.claude-opus-4-8": {
+        "bedrock_converse_supports_strict_tools": false,
+        "bedrock_output_config_effort_ceiling": "xhigh",
+        "cache_creation_input_token_cost": 7.5e-06,
+        "cache_creation_input_token_cost_above_1hr": 1.2e-05,
+        "cache_read_input_token_cost": 6e-07,
+        "input_cost_per_token": 6e-06,
+        "litellm_provider": "bedrock",
+        "max_input_tokens": 1000000,
+        "max_output_tokens": 128000,
+        "max_tokens": 128000,
+        "mode": "chat",
+        "output_cost_per_token": 3e-05,
+        "prompt_cache_min_tokens": 1024,
+        "supports_adaptive_thinking": true,
+        "supports_assistant_prefill": false,
+        "supports_computer_use": true,
+        "supports_function_calling": true,
+        "supports_max_reasoning_effort": true,
+        "supports_mid_conversation_system": true,
+        "supports_native_structured_output": true,
+        "supports_output_config": true,
+        "supports_parallel_tool_use_config": true,
+        "supports_pdf_input": true,
+        "supports_prompt_caching": true,
+        "supports_reasoning": true,
+        "supports_response_schema": true,
+        "supports_sampling_params": false,
+        "supports_tool_choice": true,
+        "supports_vision": true,
+        "supports_xhigh_reasoning_effort": true
+    },
+    "bedrock_mantle/us-gov-west-1/openai.gpt-5.6-terra": {
+        "litellm_provider": "bedrock_mantle",
+        "max_input_tokens": 1050000,
+        "max_output_tokens": 128000,
+        "max_tokens": 128000,
+        "mode": "responses",
+        "use_openai_responses_path": true,
+        "supported_endpoints": [
+            "/v1/chat/completions",
+            "/v1/responses"
+        ],
+        "supported_modalities": [
+            "text",
+            "image"
+        ],
+        "supported_output_modalities": [
+            "text"
+        ],
+        "supports_function_calling": true,
+        "supports_prompt_caching": true,
+        "supports_reasoning": true,
+        "supports_response_schema": true,
+        "supports_tool_choice": true,
+        "supports_vision": true,
+        "input_cost_per_token": 2.64e-06,
+        "input_cost_per_token_above_272k_tokens": 5.28e-06,
+        "cache_creation_input_token_cost": 3.3e-06,
+        "cache_creation_input_token_cost_above_272k_tokens": 6.6e-06,
+        "cache_read_input_token_cost": 2.64e-07,
+        "cache_read_input_token_cost_above_272k_tokens": 5.28e-07,
+        "output_cost_per_token": 1.584e-05,
+        "output_cost_per_token_above_272k_tokens": 2.376e-05
+    },
+    "bedrock_mantle/us-gov-west-1/openai.gpt-5.6-luna": {
+        "litellm_provider": "bedrock_mantle",
+        "max_input_tokens": 1050000,
+        "max_output_tokens": 128000,
+        "max_tokens": 128000,
+        "mode": "responses",
+        "use_openai_responses_path": true,
+        "supported_endpoints": [
+            "/v1/chat/completions",
+            "/v1/responses"
+        ],
+        "supported_modalities": [
+            "text",
+            "image"
+        ],
+        "supported_output_modalities": [
+            "text"
+        ],
+        "supports_function_calling": true,
+        "supports_prompt_caching": true,
+        "supports_reasoning": true,
+        "supports_response_schema": true,
+        "supports_tool_choice": true,
+        "supports_vision": true,
+        "input_cost_per_token": 2.64e-07,
+        "input_cost_per_token_above_272k_tokens": 5.28e-07,
+        "cache_creation_input_token_cost": 3.3e-07,
+        "cache_creation_input_token_cost_above_272k_tokens": 6.6e-07,
+        "cache_read_input_token_cost": 2.64e-08,
+        "cache_read_input_token_cost_above_272k_tokens": 5.28e-08,
+        "output_cost_per_token": 1.584e-06,
+        "output_cost_per_token_above_272k_tokens": 2.376e-06
+    },
+    "bedrock_mantle/us-gov-west-1/openai.gpt-5.4": {
+        "litellm_provider": "bedrock_mantle",
+        "max_input_tokens": 1050000,
+        "max_output_tokens": 128000,
+        "max_tokens": 128000,
+        "mode": "responses",
+        "use_openai_responses_path": true,
+        "supported_endpoints": [
+            "/v1/responses"
+        ],
+        "supported_modalities": [
+            "text",
+            "image"
+        ],
+        "supported_output_modalities": [
+            "text"
+        ],
+        "supports_function_calling": true,
+        "supports_prompt_caching": true,
+        "supports_reasoning": true,
+        "supports_response_schema": true,
+        "supports_tool_choice": true,
+        "supports_vision": true,
+        "input_cost_per_token": 3.3e-06,
+        "cache_read_input_token_cost": 3.3e-07,
+        "output_cost_per_token": 1.98e-05
+    },
+    "bedrock_mantle/us-gov-west-1/xai.grok-4.3": {
+        "use_openai_responses_path": true,
+        "litellm_provider": "bedrock_mantle",
+        "max_input_tokens": 131072,
+        "max_output_tokens": 16384,
+        "max_tokens": 16384,
+        "mode": "chat",
+        "supported_endpoints": [
+            "/v1/chat/completions",
+            "/v1/responses"
+        ],
+        "supports_function_calling": true,
+        "supports_reasoning": true,
+        "supports_response_schema": true,
+        "supports_tool_choice": true,
+        "supports_vision": true,
+        "source": "https://aws.amazon.com/bedrock/pricing/",
+        "input_cost_per_token": 1.5e-06,
+        "output_cost_per_token": 3e-06,
+        "cache_read_input_token_cost": 2.4e-07
+    },
+    "bedrock_mantle/us-gov-east-1/openai.gpt-5.4": {
+        "litellm_provider": "bedrock_mantle",
+        "max_input_tokens": 1050000,
+        "max_output_tokens": 128000,
+        "max_tokens": 128000,
+        "mode": "responses",
+        "use_openai_responses_path": true,
+        "supported_endpoints": [
+            "/v1/responses"
+        ],
+        "supported_modalities": [
+            "text",
+            "image"
+        ],
+        "supported_output_modalities": [
+            "text"
+        ],
+        "supports_function_calling": true,
+        "supports_prompt_caching": true,
+        "supports_reasoning": true,
+        "supports_response_schema": true,
+        "supports_tool_choice": true,
+        "supports_vision": true,
+        "input_cost_per_token": 3.3e-06,
+        "cache_read_input_token_cost": 3.3e-07,
+        "output_cost_per_token": 1.98e-05
+    },
+    "azure/us-gov/gpt-5.1": {
+        "cache_read_input_token_cost": 1.71875e-07,
+        "default_reasoning_effort": "none",
+        "input_cost_per_token": 1.71875e-06,
+        "litellm_provider": "azure",
+        "max_input_tokens": 272000,
+        "max_output_tokens": 128000,
+        "max_tokens": 128000,
+        "mode": "chat",
+        "output_cost_per_token": 1.375e-05,
+        "supported_endpoints": [
+            "/v1/chat/completions",
+            "/v1/batch",
+            "/v1/responses"
+        ],
+        "supported_modalities": [
+            "text",
+            "image"
+        ],
+        "supported_output_modalities": [
+            "text",
+            "image"
+        ],
+        "supports_function_calling": true,
+        "supports_native_streaming": true,
+        "supports_none_reasoning_effort": true,
+        "supports_parallel_function_calling": true,
+        "supports_pdf_input": true,
+        "supports_prompt_caching": true,
+        "supports_reasoning": true,
+        "supports_response_schema": true,
+        "supports_system_messages": true,
+        "supports_tool_choice": true,
+        "supports_vision": true
+    },
+    "azure/us-gov/o3-mini": {
+        "cache_read_input_token_cost": 7.57e-07,
+        "input_cost_per_token": 1.513e-06,
+        "litellm_provider": "azure",
+        "max_input_tokens": 200000,
+        "max_output_tokens": 100000,
+        "max_tokens": 100000,
+        "mode": "chat",
+        "output_cost_per_token": 6.05e-06,
+        "supports_prompt_caching": true,
+        "supports_reasoning": true,
+        "supports_response_schema": true,
+        "supports_tool_choice": true,
+        "supports_vision": false
+    },
+    "azure/us-gov/text-embedding-3-large": {
+        "input_cost_per_token": 1.63e-07,
+        "litellm_provider": "azure",
+        "max_input_tokens": 8191,
+        "max_tokens": 8191,
+        "mode": "embedding",
+        "output_cost_per_token": 0.0
+    },
+    "azure/us-gov/text-embedding-3-small": {
+        "input_cost_per_token": 2.5e-08,
+        "litellm_provider": "azure",
+        "max_input_tokens": 8191,
+        "max_tokens": 8191,
+        "mode": "embedding",
+        "output_cost_per_token": 0.0
+    },
+    "cloudflare/@cf/openai/whisper": {
+        "input_cost_per_second": 7.5e-06,
+        "litellm_provider": "cloudflare",
+        "mode": "audio_transcription",
+        "output_cost_per_second": 0.0,
+        "source": "https://developers.cloudflare.com/workers-ai/models/whisper/",
+        "supported_endpoints": [
+            "/v1/audio/transcriptions"
+        ]
+    },
+    "cloudflare/@cf/openai/whisper-large-v3-turbo": {
+        "input_cost_per_second": 8.5e-06,
+        "litellm_provider": "cloudflare",
+        "mode": "audio_transcription",
+        "output_cost_per_second": 0.0,
+        "source": "https://developers.cloudflare.com/workers-ai/models/whisper-large-v3-turbo/",
+        "supported_endpoints": [
+            "/v1/audio/transcriptions"
+        ]
     }
 }
diff --git a/litellm/models/user.py b/litellm/models/user.py
index 259c3440d87..82f78c28078 100644
--- a/litellm/models/user.py
+++ b/litellm/models/user.py
@@ -7,7 +7,7 @@ Canonical definition for ``litellm_usertable``. Re-exported from
 
 from datetime import datetime
 
-from pydantic import ConfigDict, Field, model_validator
+from pydantic import BaseModel, ConfigDict, Field, model_validator
 
 from litellm.models.object_permission import LiteLLM_ObjectPermissionTable
 from litellm.models.organization_membership import (
@@ -67,3 +67,11 @@ class LiteLLM_UserTable(LiteLLMPydanticObjectBase):
         if not self.models:
             return True
         return model_name in self.models
+
+
+class SCIMPlaceholder(BaseModel):
+    """A user row keyed by a value that names another account by SSO identity or email."""
+
+    placeholder_user_id: str
+    resolved_user_ids: tuple[str, ...]
+    team_ids: tuple[str, ...]
diff --git a/litellm/ocr/main.py b/litellm/ocr/main.py
index b918f013700..b260ec6e06f 100644
--- a/litellm/ocr/main.py
+++ b/litellm/ocr/main.py
@@ -194,6 +194,12 @@ def _rust_ocr_supported(prepared_request: _PreparedOCRRequest) -> bool:
     return prepared_request.custom_llm_provider in _RUST_OCR_PROVIDERS
 
 
+def _rust_ocr_enabled(prepared_request: _PreparedOCRRequest) -> bool:
+    raw_request_override: Final = prepared_request.litellm_params.get("rust")
+    request_override: Final = raw_request_override if isinstance(raw_request_override, bool) else None
+    return rust_ocr_bridge.rust_ocr_enabled(request_override=request_override)
+
+
 def _rust_bridge_optional_params(
     prepared_request: _PreparedOCRRequest,
     resolve_secret: Callable[[str], str | None],
@@ -422,7 +428,7 @@ async def aocr(
         custom_llm_provider = prepared.custom_llm_provider
         completion_kwargs.update({"model": model, "custom_llm_provider": custom_llm_provider})
 
-        if _rust_ocr_supported(prepared) and rust_ocr_bridge.rust_ocr_enabled():
+        if _rust_ocr_supported(prepared) and _rust_ocr_enabled(prepared):
             from litellm.secret_managers.main import get_secret_str
 
             rust_response: Final = await _run_rust_aocr(
@@ -694,7 +700,7 @@ def ocr(
         custom_llm_provider = prepared.custom_llm_provider
         completion_kwargs.update({"model": model, "custom_llm_provider": custom_llm_provider})
 
-        if _rust_ocr_supported(prepared) and rust_ocr_bridge.rust_ocr_enabled():
+        if _rust_ocr_supported(prepared) and _rust_ocr_enabled(prepared):
             from litellm.secret_managers.main import get_secret_str
 
             rust_response: Final = _run_rust_ocr(
diff --git a/litellm/passthrough/main.py b/litellm/passthrough/main.py
index c4bd03fb1c3..7076683f294 100644
--- a/litellm/passthrough/main.py
+++ b/litellm/passthrough/main.py
@@ -113,10 +113,8 @@ class AsyncPassthroughStreamingResponse(AsyncGenerator[bytes, bytes]):
                 )
             )
 
-            # Compliant: Save a strong reference to prevent GC
             self._background_tasks.add(task)
 
-            # Remove the task from the set when it finishes to avoid memory leaks
             task.add_done_callback(self._background_tasks.discard)
         except Exception as e:  # noqa: BLE001 # Safe catch-all for verbose logging
             verbose_logger.exception(
@@ -578,7 +576,6 @@ def llm_passthrough_route(
             else:
                 return response
     except Exception as e:
-        # provider_config is guaranteed non-None here due to the earlier guard
         assert provider_config is not None
         raise base_llm_http_handler._handle_error(
             e=e,
diff --git a/litellm/proxy/_experimental/mcp_server/auth/user_api_key_auth_mcp.py b/litellm/proxy/_experimental/mcp_server/auth/user_api_key_auth_mcp.py
index 425f82794e6..b9bfb062ec7 100644
--- a/litellm/proxy/_experimental/mcp_server/auth/user_api_key_auth_mcp.py
+++ b/litellm/proxy/_experimental/mcp_server/auth/user_api_key_auth_mcp.py
@@ -3,7 +3,7 @@ from collections.abc import Mapping, Sequence
 from dataclasses import dataclass
 from datetime import datetime, timezone
 from types import MappingProxyType
-from typing import TYPE_CHECKING, Final, cast
+from typing import TYPE_CHECKING, Final, Literal, cast
 
 from fastapi import HTTPException
 from starlette.datastructures import Headers
@@ -305,6 +305,12 @@ def _admission_failure_fallback(
     raise exc
 
 
+@dataclass(frozen=True, slots=True)
+class MCPServerAccess:
+    server_ids: tuple[str, ...]
+    scope: Literal["unscoped", "scoped", "unresolved"] = "unscoped"
+
+
 @dataclass(frozen=True, slots=True)
 class DcrBridgeTarget:
     """The single DCR-bridge server a request targets, paired with the exact name the caller
@@ -1149,10 +1155,11 @@ class MCPRequestHandler:
         would miss a real outage wrapped inside it."""
         from litellm.proxy.db.exception_handler import PrismaDBExceptionHandler
 
-        if PrismaDBExceptionHandler.is_database_service_unavailable_error_in_chain(e):
+        outage: Final = PrismaDBExceptionHandler.find_database_service_unavailable_error_in_chain(e)
+        if outage is not None:
             raise HTTPException(
                 status_code=503,
-                detail="Service Unavailable, the authentication database is temporarily unreachable. Please retry shortly.",
+                detail=PrismaDBExceptionHandler.database_unavailable_message(outage),
             ) from None
 
     @staticmethod
@@ -1455,6 +1462,18 @@ class MCPRequestHandler:
         *,
         keyless_source: bool = False,
     ) -> list[str]:
+        access: Final = await MCPRequestHandler.get_mcp_server_access(
+            user_api_key_auth,
+            keyless_source=keyless_source,
+        )
+        return list(access.server_ids)
+
+    @staticmethod
+    async def get_mcp_server_access(
+        user_api_key_auth: UserAPIKeyAuth | None = None,
+        *,
+        keyless_source: bool = False,
+    ) -> MCPServerAccess:
         """
         Get list of allowed MCP servers for the given user/key based on permissions.
 
@@ -1477,13 +1496,17 @@ class MCPRequestHandler:
         """
         from litellm.proxy.proxy_server import general_settings
 
+        key_object_permission: Final = MCPRequestHandler._get_key_object_permission(user_api_key_auth)
+
         try:
             # A keyless admitted subject resolves per source BEFORE any single-source rule here. Ordering
             # matters: the no_mcp_servers opt-out below reads the caller's own object_permission, so above
             # this branch a user's own opt-out would wrongly zero their TEAMS' grants too (each source is
             # independent; an opt-out silences only its own source, inside the recursive call).
             if _is_mcp_admitted_user_subject(user_api_key_auth) and user_api_key_auth is not None:
-                return await MCPRequestHandler._resolve_admitted_subject_servers(user_api_key_auth)
+                return MCPServerAccess(
+                    server_ids=tuple(await MCPRequestHandler._resolve_admitted_subject_servers(user_api_key_auth)),
+                )
 
             # Get allowed servers from key and team
             allowed_mcp_servers_for_key = await MCPRequestHandler._get_allowed_mcp_servers_for_key(user_api_key_auth)
@@ -1491,7 +1514,7 @@ class MCPRequestHandler:
             # The key explicitly opted out of every MCP server. This overrides
             # team inheritance and additive grants (mirrors no-default-models).
             if SpecialMCPServerNames.no_mcp_servers.value in allowed_mcp_servers_for_key:
-                return []
+                return MCPServerAccess(server_ids=(), scope="scoped")
 
             allowed_mcp_servers_for_team = await MCPRequestHandler._get_allowed_mcp_servers_for_team(user_api_key_auth)
 
@@ -1571,7 +1594,7 @@ class MCPRequestHandler:
                         "require_end_user_mcp_access_defined=True and end_user %s has no MCP permissions - blocking MCP access",
                         user_api_key_auth.end_user_id,
                     )
-                    return []
+                    return MCPServerAccess(server_ids=(), scope="scoped")
 
             #########################################################
             # Check agent permissions if agent_id is set on the key
@@ -1600,14 +1623,22 @@ class MCPRequestHandler:
             #########################################################
             # Apply org-level ceiling if org_id is set
             #########################################################
-            allowed_mcp_servers = await MCPRequestHandler._apply_primary_org_ceiling(
+            allowed_mcp_servers, org_restricts = await MCPRequestHandler._apply_primary_org_ceiling(
                 allowed_mcp_servers,
                 user_api_key_auth,
                 has_lower_level_mcp_restrictions,
                 keyless_source=keyless_source,
             )
 
-            return list(set(allowed_mcp_servers))
+            declares_key_mcp_scope: Final = getattr(key_object_permission, "mcp_servers", None) is not None
+            return MCPServerAccess(
+                server_ids=tuple(set(allowed_mcp_servers)),
+                scope=(
+                    "scoped"
+                    if has_lower_level_mcp_restrictions or org_restricts or declares_key_mcp_scope
+                    else "unscoped"
+                ),
+            )
         except Exception as e:
             if isinstance(e, UnloadableEntitlementError):
                 # A ceiling we KNOW exists and cannot read. Denying is the only answer that does not
@@ -1615,7 +1646,10 @@ class MCPRequestHandler:
                 verbose_logger.warning("Denying MCP access, entitlement unreadable: %s", e)
             else:
                 verbose_logger.warning("Failed to get allowed MCP servers: %s", e)
-            return []
+            return MCPServerAccess(
+                server_ids=(),
+                scope="scoped" if getattr(key_object_permission, "mcp_servers", None) is not None else "unresolved",
+            )
 
     @staticmethod
     async def _apply_primary_org_ceiling(
@@ -1623,7 +1657,7 @@ class MCPRequestHandler:
         user_api_key_auth: UserAPIKeyAuth | None,
         has_lower_level_mcp_restrictions: bool,
         keyless_source: bool = False,
-    ) -> list[str]:
+    ) -> tuple[list[str], bool]:
         """Cap the resolved server list by this caller's org ceiling: an explicit org list intersects
         lower-level restrictions (else becomes the ceiling); no org or an empty list leaves it unchanged.
 
@@ -1637,7 +1671,7 @@ class MCPRequestHandler:
         cannot be read raises out of ``_get_allowed_mcp_servers_for_org`` and never arrives here as
         ``None``, so key auth cannot silently shed a ceiling an operator did configure."""
         if not (user_api_key_auth and user_api_key_auth.org_id):
-            return allowed_mcp_servers
+            return allowed_mcp_servers, False
         allowed_mcp_servers_for_org: Final = await MCPRequestHandler._get_allowed_mcp_servers_for_org(user_api_key_auth)
         if allowed_mcp_servers_for_org is None:
             verbose_logger.warning(
@@ -1645,9 +1679,9 @@ class MCPRequestHandler:
                 user_api_key_auth.org_id,
                 "denying (keyless admitted subject)" if keyless_source else "leaving uncapped (key auth)",
             )
-            return [] if keyless_source else allowed_mcp_servers
+            return ([] if keyless_source else allowed_mcp_servers), False
         if len(allowed_mcp_servers_for_org) == 0:
-            return allowed_mcp_servers
+            return allowed_mcp_servers, False
         if has_lower_level_mcp_restrictions or keyless_source:
             # Org can only cap lower-level restrictions. A keyless admitted source ALWAYS takes this
             # arm: its model unions GRANTS, so an org list may only narrow a source, never become one.
@@ -1656,7 +1690,7 @@ class MCPRequestHandler:
             # No lower-level restrictions → org list becomes the ceiling.
             capped = allowed_mcp_servers_for_org
         verbose_logger.debug("Applied org ceiling filter. Final allowed servers: %s", capped)
-        return capped
+        return capped, True
 
     @staticmethod
     def _scoped_source_auth(
diff --git a/litellm/proxy/_experimental/mcp_server/bridge_token_flow.py b/litellm/proxy/_experimental/mcp_server/bridge_token_flow.py
index 09a3703e904..35a30127e27 100644
--- a/litellm/proxy/_experimental/mcp_server/bridge_token_flow.py
+++ b/litellm/proxy/_experimental/mcp_server/bridge_token_flow.py
@@ -101,18 +101,29 @@ class _ResolvedKey:
     key: "UserAPIKeyAuth"
 
 
-_KeyResolutionFailure = Literal["no_active_key", "unavailable", "unresolvable"]
+_KeyResolutionFailure = Literal["no_active_key", "unavailable", "faulted", "unresolvable"]
 """Why a token request yielded no active litellm key, kept distinct so a caller statuses each truthfully
 instead of blaming the client for a gateway problem:
 - ``no_active_key``: none was presented, or the presented key is unknown / blocked / expired (the
   caller's request is at fault)
 - ``unavailable``: the auth database was transiently unreachable while resolving (retryable)
+- ``faulted``: the auth database's query engine reported a fault that retrying will not clear (still a
+  503, but the wording must not tell the operator to wait)
 - ``unresolvable``: the gateway cannot resolve identity right now (no DB connection, or an unexpected
   error) -- a gateway fault, not the caller's
 The classification mirrors admission's ``_reload_admitted_key`` so the mint (ingress) and admission
 (egress) never disagree on the status of the same outage."""
 
 
+def _database_failure(exc: Exception) -> Literal["unavailable", "faulted"]:
+    from litellm.proxy.db.exception_handler import (  # noqa: PLC0415  # inline import avoids a module-load circular import
+        PrismaDBExceptionHandler,
+    )
+
+    fault: Final = PrismaDBExceptionHandler.find_database_service_unavailable_error_in_chain(exc) or exc
+    return "faulted" if PrismaDBExceptionHandler.is_permanent_database_fault(fault) else "unavailable"
+
+
 async def _resolve_active_litellm_key(request: Request) -> "_ResolvedKey | _KeyResolutionFailure":
     """Resolve the presented litellm key to an active key record, or say precisely why not.
 
@@ -170,7 +181,7 @@ async def _reload_active_key_by_hash(key_hash: str) -> "_ResolvedKey | _KeyResol
         return "no_active_key"
     except Exception as exc:  # noqa: BLE001  # classify: a DB outage is retryable, anything else is an opaque gateway fault
         if PrismaDBExceptionHandler.is_database_service_unavailable_error(exc):
-            return "unavailable"
+            return _database_failure(exc)
         verbose_logger.debug(
             "_reload_active_key_by_hash: unexpected key-resolution error (%s)",
             type(exc).__name__,
@@ -225,8 +236,9 @@ async def load_active_user_by_id(user_id: str) -> "LiteLLM_UserTable | _KeyResol
     except (ProxyException, HTTPException):
         return "no_active_key"
     except Exception as exc:  # noqa: BLE001  # a DB outage is retryable; a missing user (get_user_object's wrapped ValueError) or any other resolution failure fails closed as no_active_key, never a 500
-        if PrismaDBExceptionHandler.is_database_service_unavailable_error_in_chain(exc):
-            return "unavailable"
+        outage: Final = PrismaDBExceptionHandler.find_database_service_unavailable_error_in_chain(exc)
+        if outage is not None:
+            return _database_failure(outage)
         verbose_logger.debug("_reload_active_user_by_id: user-resolution error (%s)", type(exc).__name__)
         return "no_active_key"
     if user_object is None:
@@ -383,6 +395,7 @@ _BridgeMintError = Literal[
     "no_identity",
     "invalid_refresh",
     "identity_unavailable",
+    "identity_faulted",
     "identity_unresolvable",
     "not_configured",
     "no_upstream_token",
@@ -433,6 +446,13 @@ def _bridge_mint_error_response(error: _BridgeMintError) -> JSONResponse:
                 "temporarily_unavailable",
                 "the authentication database is temporarily unreachable; retry shortly",
             )
+        case "identity_faulted":
+            status, code, desc = (
+                503,
+                "temporarily_unavailable",
+                "the authentication database reported a fault that is not a transient outage; "
+                "retrying will not help until the gateway deployment is repaired",
+            )
         case "identity_unresolvable":
             status, code, desc = (
                 500,
@@ -485,6 +505,8 @@ def _key_resolution_failure_to_mint_error(failure: _KeyResolutionFailure) -> _Br
             return "no_identity"
         case "unavailable":
             return "identity_unavailable"
+        case "faulted":
+            return "identity_faulted"
         case "unresolvable":
             return "identity_unresolvable"
         case _:
@@ -569,6 +591,8 @@ def _refresh_key_failure_to_mint_error(failure: _KeyResolutionFailure) -> _Bridg
             return "invalid_refresh"
         case "unavailable":
             return "identity_unavailable"
+        case "faulted":
+            return "identity_faulted"
         case "unresolvable":
             return "identity_unresolvable"
         case _:
diff --git a/litellm/proxy/_experimental/mcp_server/gateway_dcr_flow.py b/litellm/proxy/_experimental/mcp_server/gateway_dcr_flow.py
index a43e762a456..c7b0045dde5 100644
--- a/litellm/proxy/_experimental/mcp_server/gateway_dcr_flow.py
+++ b/litellm/proxy/_experimental/mcp_server/gateway_dcr_flow.py
@@ -150,11 +150,18 @@ _CLIENT_RECORD_DEBUG_KEY: Final = "gateway_dcr_client"
 _CONNECT_FLOW_DEBUG_KEY: Final = "gateway_connect_flow"
 _AUTH_CODE_DEBUG_KEY: Final = "gateway_authorization_code"
 
-ReloadUserFailure = Literal["unresolvable", "unavailable", "no_active_key"]
+ReloadUserFailure = Literal["unresolvable", "unavailable", "faulted", "no_active_key"]
 ReloadUser = Callable[[str], Awaitable[ReloadUserFailure | None]]
 """Injected live-user revalidation (the token endpoint's mirror of admission):
-``None`` means the user is active; ``unavailable`` is a retryable DB outage; anything
-else fails the grant closed."""
+``None`` means the user is active; ``unavailable`` is a retryable DB outage; ``faulted`` is
+a DB fault retrying will not clear (still 503, worded so nobody just waits); anything else
+fails the grant closed."""
+
+_DB_UNAVAILABLE_DESCRIPTION: Final = "the gateway database is unavailable; retry"
+_DB_FAULTED_DESCRIPTION: Final = (
+    "the gateway database reported a fault that is not a transient outage; "
+    "retrying will not help until the gateway deployment is repaired"
+)
 
 PROXY_API_AUDIENCE: Final[SessionAudience] = "proxy_api"
 """The audience a native client (``lite login --pkce``, a Go CLI) asks for by sending the
@@ -659,7 +666,9 @@ def _set_flow_cookie(response: Response, request: Request, handle: str, flow: _C
 def _consent_lookup_failure_response(failure: ReloadUserFailure) -> Response:
     match failure:
         case "unavailable":
-            return _oauth_error(503, "temporarily_unavailable", "the gateway database is unavailable; retry")
+            return _oauth_error(503, "temporarily_unavailable", _DB_UNAVAILABLE_DESCRIPTION)
+        case "faulted":
+            return _oauth_error(503, "temporarily_unavailable", _DB_FAULTED_DESCRIPTION)
         case "unresolvable":
             return _oauth_error(500, "server_error", "the gateway is not configured to resolve users")
         case "no_active_key":
@@ -962,7 +971,9 @@ def _reload_failure_response(failure: ReloadUserFailure) -> Response:
     ``ReloadUserFailure`` member is a type error here rather than silently 400ing."""
     match failure:
         case "unavailable":
-            return _oauth_error(503, "temporarily_unavailable", "the gateway database is unavailable; retry")
+            return _oauth_error(503, "temporarily_unavailable", _DB_UNAVAILABLE_DESCRIPTION)
+        case "faulted":
+            return _oauth_error(503, "temporarily_unavailable", _DB_FAULTED_DESCRIPTION)
         case "unresolvable":
             return _oauth_error(500, "server_error", "the gateway is not configured to resolve users")
         case "no_active_key":
@@ -981,7 +992,7 @@ def _mint_failure_response(failure: ProxyCredentialMintFailure) -> Response:
             return _oauth_error(
                 400, "invalid_grant", "this user belongs to a team; sign in again and pick the team for this credential"
             )
-        case "unavailable" | "unresolvable" | "no_active_key":
+        case "unavailable" | "faulted" | "unresolvable" | "no_active_key":
             return _reload_failure_response(failure)
         case _:
             assert_never(failure)
@@ -1297,8 +1308,8 @@ async def introspect_gateway_token(
         if peeked == "claimed":
             return _inactive_introspection_response()
     failure: Final = await reload_user(opened.principal.user_id)
-    if failure == "unavailable":
-        return _oauth_error(503, "temporarily_unavailable", "the gateway database is unavailable; retry")
+    if failure == "unavailable" or failure == "faulted":
+        return _reload_failure_response(failure)
     if failure is not None:
         return _inactive_introspection_response()
     return _active_introspection_response(opened)
diff --git a/litellm/proxy/_experimental/mcp_server/mcp_server_manager.py b/litellm/proxy/_experimental/mcp_server/mcp_server_manager.py
index 1f552ff3e13..a772c569bfa 100644
--- a/litellm/proxy/_experimental/mcp_server/mcp_server_manager.py
+++ b/litellm/proxy/_experimental/mcp_server/mcp_server_manager.py
@@ -55,6 +55,7 @@ from litellm.litellm_core_utils.url_utils import SSRFError, async_safe_get
 from litellm.llms.custom_httpx.http_handler import get_async_httpx_client
 from litellm.proxy._experimental.mcp_server.auth.user_api_key_auth_mcp import (
     MCPRequestHandler,
+    MCPServerAccess,
     _is_mcp_admitted_user_subject,
 )
 from litellm.proxy._experimental.mcp_server.elicitation_handler import (
@@ -820,20 +821,46 @@ def _should_strip_caller_authorization(
     if not (mcp_server.is_oauth_passthrough or mcp_server.is_oauth_delegate):
         return False
 
-    normalized_raw_headers: Final = {str(k).lower(): v for k, v in (raw_headers or {}).items() if isinstance(k, str)}
-    has_explicit_litellm_admission_header: Final = normalized_raw_headers.get("x-litellm-api-key") is not None
+    has_explicit_litellm_admission_header: Final = _has_explicit_litellm_admission_header(raw_headers)
     if mcp_server.is_oauth_delegate:
         return not has_explicit_litellm_admission_header
-    admission_consumed_authorization_as_litellm_key: Final = (
-        user_api_key_auth is not None
-        and bool(getattr(user_api_key_auth, "api_key", None))
-        and not has_explicit_litellm_admission_header
-    )
-    return admission_consumed_authorization_as_litellm_key or (
+    return _authorization_is_litellm_admission_credential(raw_headers, user_api_key_auth) or (
         user_api_key_auth is None and not has_explicit_litellm_admission_header
     )
 
 
+LITELLM_VIRTUAL_KEY_PREFIX: Final = "sk-"
+
+
+def _raw_header_value(raw_headers: Mapping[str, str] | None, name: str) -> str | None:
+    return next((v for k, v in (raw_headers or {}).items() if isinstance(k, str) and k.lower() == name), None)
+
+
+def _has_explicit_litellm_admission_header(raw_headers: Mapping[str, str] | None) -> bool:
+    """Admission only consumes a non-empty ``x-litellm-api-key``; an empty one falls back to ``Authorization``."""
+    return bool(_raw_header_value(raw_headers, "x-litellm-api-key"))
+
+
+def _authorization_is_litellm_admission_credential(
+    raw_headers: Mapping[str, str] | None,
+    user_api_key_auth: UserAPIKeyAuth | None,
+) -> bool:
+    """True when ``Authorization`` carries the LiteLLM key admission validated.
+
+    That is the case when no usable ``x-litellm-api-key`` was sent, or when the client repeated the
+    same key in both headers.
+    """
+    if user_api_key_auth is None or not user_api_key_auth.api_key:
+        return False
+    admission_header: Final = _raw_header_value(raw_headers, "x-litellm-api-key")
+    if not admission_header:
+        return True
+    authorization: Final = _raw_header_value(raw_headers, "authorization")
+    return authorization is not None and strip_auth_scheme(authorization, "Bearer") == strip_auth_scheme(
+        admission_header, "Bearer"
+    )
+
+
 def _format_byok_openapi_auth_header(mcp_server: MCPServer, mcp_auth_header: str) -> str:
     """Format a raw BYOK credential for OpenAPI tool ``Authorization`` injection.
 
@@ -2932,7 +2959,13 @@ class MCPServerManager:
             return None
         return user_api_key_auth.mcp_session_resource_server_id
 
-    async def get_allowed_mcp_servers(self, user_api_key_auth: UserAPIKeyAuth | None = None) -> list[str]:
+    async def get_allowed_mcp_servers(
+        self,
+        user_api_key_auth: UserAPIKeyAuth | None = None,
+        *,
+        access: MCPServerAccess | None = None,
+        general_settings: Mapping[str, object] | None = None,
+    ) -> list[str]:
         """
         Get the allowed MCP Servers for the user.
 
@@ -2941,6 +2974,9 @@ class MCPServerManager:
         2. If admin and no object_permission, return all servers
         3. Otherwise, use standard permission checks
         """
+        from litellm.proxy.proxy_server import general_settings as proxy_general_settings
+
+        resolved_general_settings: Final = proxy_general_settings if general_settings is None else general_settings
         allow_all_server_ids: Final = self.get_allow_all_keys_server_ids()
 
         # A keyless admitted subject is resolved per grant source, and channel decisions that are
@@ -2981,11 +3017,16 @@ class MCPServerManager:
             # whole registry, for keys AND admitted session subjects alike (one predicate owns the
             # question). Seeded into the union rather than returned early so the session resource
             # scope below still bounds a per-server envelope held by an admin.
-            combined_servers: Final = (
-                set(self.get_registry().keys())
-                if await MCPRequestHandler.admin_view_unscoped(user_api_key_auth)
-                else set(await MCPRequestHandler.get_allowed_mcp_servers(user_api_key_auth))
+            admin_unscoped: Final = await MCPRequestHandler.admin_view_unscoped(user_api_key_auth)
+            resolved_access: Final = (
+                MCPServerAccess(server_ids=())
+                if admin_unscoped
+                else access or await MCPRequestHandler.get_mcp_server_access(user_api_key_auth)
             )
+            resolved_server_ids: Final = (
+                set(self.get_registry().keys()) if admin_unscoped else set(resolved_access.server_ids)
+            )
+            combined_servers: Final = set(resolved_server_ids)
             verbose_logger.debug("Allowed MCP Servers for user api key auth: %s", combined_servers)
             combined_servers.update(
                 await self.operator_open_server_ids(
@@ -3026,6 +3067,18 @@ class MCPServerManager:
                 ]
                 combined_servers.update(delegate_server_ids)
 
+            restrict_allow_all: Final = (
+                resolved_general_settings.get("mcp_allow_all_keys_respects_mcp_scope", False)
+                and user_api_key_auth is not None
+                and user_api_key_auth.via_virtual_key
+                and resolved_access.scope != "unscoped"
+            )
+            if restrict_allow_all:
+                combined_servers.difference_update(
+                    set(allow_all_server_ids)
+                    - resolved_server_ids
+                    - (set(submitted_server_ids) if resolved_access.scope != "unresolved" else set())
+                )
             if len(combined_servers) == 0:
                 verbose_logger.debug("No allowed MCP Servers found for user api key auth.")
             scope = MCPServerManager._admitted_session_resource_scope(user_api_key_auth)
@@ -3277,8 +3330,8 @@ class MCPServerManager:
     #########################################################
     @staticmethod
     def _extract_bearer_token(
-        oauth2_headers: dict[str, str] | None,
-        raw_headers: dict[str, str] | None,
+        oauth2_headers: Mapping[str, str] | None,
+        raw_headers: Mapping[str, str] | None,
     ) -> str | None:
         """Extract the bare Bearer token from oauth2_headers or raw_headers.
 
@@ -3298,10 +3351,29 @@ class MCPServerManager:
             return auth_value
         return None
 
+    @staticmethod
+    def _extract_subject_token(
+        oauth2_headers: Mapping[str, str] | None,
+        raw_headers: Mapping[str, str] | None,
+        user_api_key_auth: UserAPIKeyAuth | None,
+    ) -> str | None:
+        """The caller's upstream identity token, or ``None`` when the bearer is a LiteLLM key.
+
+        Rejects the key admission validated and, because virtual keys always carry the ``sk-`` prefix,
+        any other LiteLLM key a client puts in ``Authorization`` next to ``x-litellm-api-key``.
+        """
+        if _authorization_is_litellm_admission_credential(raw_headers, user_api_key_auth):
+            return None
+        bearer: Final = MCPServerManager._extract_bearer_token(oauth2_headers, raw_headers)
+        if bearer is not None and bearer.startswith(LITELLM_VIRTUAL_KEY_PREFIX):
+            return None
+        return bearer
+
     def _obo_subject_token(
         self,
         server: MCPServer,
-        raw_headers: dict[str, str] | None,
+        raw_headers: Mapping[str, str] | None,
+        user_api_key_auth: UserAPIKeyAuth | None,
     ) -> str | None:
         """The caller's bearer as the token_exchange (OBO) subject token, for that mode only.
 
@@ -3311,7 +3383,7 @@ class MCPServerManager:
         """
         if server.auth_type != MCPAuth.oauth2_token_exchange:
             return None
-        return self._extract_bearer_token(None, raw_headers)
+        return self._extract_subject_token(None, raw_headers, user_api_key_auth)
 
     def _build_stdio_env(
         self,
@@ -3566,6 +3638,7 @@ class MCPServerManager:
         server: MCPServer,
         oauth2_headers: dict[str, str] | None,
         user_api_key_auth: UserAPIKeyAuth | None,
+        raw_headers: Mapping[str, str] | None = None,
     ) -> None:
         """Run the OBO exchange for a caller-supplied subject at the transport edge.
 
@@ -3577,13 +3650,15 @@ class MCPServerManager:
         """
         if server.auth_type != MCPAuth.oauth2_token_exchange:
             return
-        subject_token: Final = self._extract_bearer_token(oauth2_headers, None)
-        if not subject_token:
+        if not self._extract_bearer_token(oauth2_headers, None):
             return
         resolved_server: Final = await self.ensure_oauth_metadata_discovered(server)
         spec: Final = to_server_spec(resolved_server)
         if spec is None or not isinstance(spec.config, TokenExchangeConfig):
             return
+        subject_token: Final = self._extract_subject_token(oauth2_headers, raw_headers, user_api_key_auth)
+        if subject_token is None:
+            raise_token_exchange_challenge(resolved_server, root_path=get_server_root_path())
         match await self._cred_provider.resolve_credentials(to_subject(user_api_key_auth, subject_token), spec):
             case Ok(_):
                 return
@@ -3851,7 +3926,7 @@ class MCPServerManager:
             # token (mirrors the call path), not v1's deleted client_credentials fallback. Other modes
             # never read the inbound bearer, so leave subject_token None to avoid forwarding it.
             subject_token: Final = (
-                self._extract_bearer_token(oauth2_headers, raw_headers)
+                self._extract_subject_token(oauth2_headers, raw_headers, user_api_key_auth)
                 if server.auth_type == MCPAuth.oauth2_token_exchange
                 else None
             )
@@ -3931,6 +4006,7 @@ class MCPServerManager:
     async def get_prompts_from_server(
         self,
         server: MCPServer,
+        user_api_key_auth: UserAPIKeyAuth | None,
         mcp_auth_header: str | dict[str, str] | None = None,
         extra_headers: dict[str, str] | None = None,
         add_prefix: bool = True,
@@ -3959,7 +4035,7 @@ class MCPServerManager:
                 extra_headers.update(server.static_headers)
 
             stdio_env: Final = self._build_stdio_env(server, raw_headers)
-            subject_token: Final = self._obo_subject_token(server, raw_headers)
+            subject_token: Final = self._obo_subject_token(server, raw_headers, user_api_key_auth)
 
             client = await self._create_mcp_client(
                 server=server,
@@ -3982,6 +4058,7 @@ class MCPServerManager:
     async def get_resources_from_server(
         self,
         server: MCPServer,
+        user_api_key_auth: UserAPIKeyAuth | None,
         mcp_auth_header: str | dict[str, str] | None = None,
         extra_headers: dict[str, str] | None = None,
         add_prefix: bool = True,
@@ -4001,7 +4078,7 @@ class MCPServerManager:
                 extra_headers.update(server.static_headers)
 
             stdio_env: Final = self._build_stdio_env(server, raw_headers)
-            subject_token: Final = self._obo_subject_token(server, raw_headers)
+            subject_token: Final = self._obo_subject_token(server, raw_headers, user_api_key_auth)
 
             client = await self._create_mcp_client(
                 server=server,
@@ -4024,6 +4101,7 @@ class MCPServerManager:
     async def get_resource_templates_from_server(
         self,
         server: MCPServer,
+        user_api_key_auth: UserAPIKeyAuth | None,
         mcp_auth_header: str | dict[str, str] | None = None,
         extra_headers: dict[str, str] | None = None,
         add_prefix: bool = True,
@@ -4043,7 +4121,7 @@ class MCPServerManager:
                 extra_headers.update(server.static_headers)
 
             stdio_env: Final = self._build_stdio_env(server, raw_headers)
-            subject_token: Final = self._obo_subject_token(server, raw_headers)
+            subject_token: Final = self._obo_subject_token(server, raw_headers, user_api_key_auth)
 
             client = await self._create_mcp_client(
                 server=server,
@@ -4068,6 +4146,7 @@ class MCPServerManager:
     async def read_resource_from_server(
         self,
         server: MCPServer,
+        user_api_key_auth: UserAPIKeyAuth | None,
         url: AnyUrl,
         mcp_auth_header: str | dict[str, str] | None = None,
         extra_headers: dict[str, str] | None = None,
@@ -4084,7 +4163,7 @@ class MCPServerManager:
             extra_headers.update(server.static_headers)
 
         stdio_env: Final = self._build_stdio_env(server, raw_headers)
-        subject_token: Final = self._obo_subject_token(server, raw_headers)
+        subject_token: Final = self._obo_subject_token(server, raw_headers, user_api_key_auth)
 
         client: Final = await self._create_mcp_client(
             server=server,
@@ -4099,6 +4178,7 @@ class MCPServerManager:
     async def get_prompt_from_server(
         self,
         server: MCPServer,
+        user_api_key_auth: UserAPIKeyAuth | None,
         prompt_name: str,
         arguments: dict[str, str] | None = None,
         mcp_auth_header: str | dict[str, str] | None = None,
@@ -4116,7 +4196,7 @@ class MCPServerManager:
             extra_headers.update(server.static_headers)
 
         stdio_env: Final = self._build_stdio_env(server, raw_headers)
-        subject_token: Final = self._obo_subject_token(server, raw_headers)
+        subject_token: Final = self._obo_subject_token(server, raw_headers, user_api_key_auth)
 
         client: Final = await self._create_mcp_client(
             server=server,
@@ -5290,7 +5370,7 @@ class MCPServerManager:
             MCPAuth.oauth2_token_exchange,
             MCPAuth.oauth2_id_jag,
         ):
-            subject_token = self._extract_bearer_token(oauth2_headers, raw_headers)
+            subject_token = self._extract_subject_token(oauth2_headers, raw_headers, user_api_key_auth)
         elif mcp_server.auth_type == MCPAuth.oauth2:
             if mcp_server.has_client_credentials:
                 # For M2M OAuth servers, Authorization must come from token fetch.
@@ -5638,7 +5718,7 @@ class MCPServerManager:
 
         subject_token: str | None = None
         if isinstance(spec.config, (TokenExchangeConfig, IdJagConfig)):
-            subject_token = self._extract_bearer_token(oauth2_headers, raw_headers)
+            subject_token = self._extract_subject_token(oauth2_headers, raw_headers, user_api_key_auth)
         elif isinstance(spec.config, PassthroughConfig):
             inbound_token, forwarded_headers = _take_forwarded_authorization(forwarded_headers)
             per_server_token: Final = _passthrough_token_from_mcp_auth_header(mcp_auth_header)
diff --git a/litellm/proxy/_experimental/mcp_server/outbound_credentials/token_endpoint.py b/litellm/proxy/_experimental/mcp_server/outbound_credentials/token_endpoint.py
index 84f714db449..6f1e5baa109 100644
--- a/litellm/proxy/_experimental/mcp_server/outbound_credentials/token_endpoint.py
+++ b/litellm/proxy/_experimental/mcp_server/outbound_credentials/token_endpoint.py
@@ -121,6 +121,23 @@ class TokenEndpointClient:
         return Ok(ExchangedToken(access_token=parsed.access_token, expires_in=parsed.expires_in))
 
 
+class _KeyGuard:
+    """The per-key single-flight lock plus the invalidation generation that lock protects.
+
+    Both live on one object so their lifetimes cannot diverge. `get_or_compute` binds the guard to
+    a local for its whole critical section, which keeps the weak map's entry alive for as long as
+    that compute could still write; an `invalidate` overlapping the compute therefore reaches the
+    very same object and its bump is guaranteed to be observed. Conversely a guard nobody holds is
+    collectible precisely because no write is outstanding for it to fence.
+    """
+
+    __slots__ = ("__weakref__", "generation", "lock")
+
+    def __init__(self) -> None:
+        self.lock = asyncio.Lock()
+        self.generation = 0
+
+
 class ExchangedTokenCache:
     """Memoizes the final token string per key, single-flighting concurrent misses on one lock."""
 
@@ -129,7 +146,7 @@ class ExchangedTokenCache:
             max_size_in_memory=MCP_TOKEN_EXCHANGE_CACHE_MAX_SIZE,
             default_ttl=MCP_OAUTH2_TOKEN_CACHE_DEFAULT_TTL,
         )
-        self._locks: weakref.WeakValueDictionary[str, asyncio.Lock] = weakref.WeakValueDictionary()
+        self._guards: weakref.WeakValueDictionary[str, _KeyGuard] = weakref.WeakValueDictionary()
 
     async def get_or_compute(
         self,
@@ -144,28 +161,50 @@ class ExchangedTokenCache:
         guaranteeing the token it gets back was minted for the *current* inputs: a stored entry
         whose fingerprint differs reads as a miss and is re-minted over. That keeps eviction
         addressable without the key having to encode the credential material it protects.
+
+        An `invalidate` landing while `compute` is in flight wins over that compute's write. The
+        token is still returned to the caller it was minted for, but it is not stored, so the next
+        resolution re-mints rather than serving a bearer that predates the invalidation for the
+        rest of its TTL.
         """
         cached = self._get(cache_key, fingerprint)
         if cached is not None:
             return Ok(cached)
-        async with self._lock(cache_key):
+        guard = self._guard(cache_key)
+        async with guard.lock:
             cached = self._get(cache_key, fingerprint)
             if cached is not None:
                 return Ok(cached)
+            generation = guard.generation
             match await compute():
                 case Ok(token):
-                    self._cache.set_cache(  # pyright: ignore[reportUnknownMemberType]  # InMemoryCache is untyped
-                        cache_key,
-                        (fingerprint, token.access_token),
-                        ttl=_cache_ttl_seconds(token.expires_in),
-                    )
+                    if guard.generation == generation:
+                        self._store(cache_key, fingerprint, token)
                     return Ok(token.access_token)
                 case Error(err):
                     return Error(err)
 
     def invalidate(self, cache_key: str) -> None:
-        """Evict one cached token so the next `get_or_compute` re-mints (e.g. after an upstream 401)."""
+        """Evict one cached token so the next `get_or_compute` re-mints (e.g. after an upstream 401).
+
+        Bumping the guard's generation is what makes the eviction stick against a compute already
+        awaiting the token endpoint: that compute snapshotted the old generation and so skips its
+        write. No guard means no compute is in flight, since an in-flight one pins its own.
+
+        Stays synchronous: callers invalidate from plain `def`s.
+        """
         self._cache.delete_cache(cache_key)  # pyright: ignore[reportUnknownMemberType]  # InMemoryCache is untyped
+        guard = self._guards.get(cache_key)
+        if guard is None:
+            return
+        guard.generation += 1
+
+    def _store(self, cache_key: str, fingerprint: str, token: ExchangedToken) -> None:
+        self._cache.set_cache(  # pyright: ignore[reportUnknownMemberType]  # InMemoryCache is untyped
+            cache_key,
+            (fingerprint, token.access_token),
+            ttl=_cache_ttl_seconds(token.expires_in),
+        )
 
     def _get(self, cache_key: str, fingerprint: str) -> str | None:
         """The stored token, or None when absent or minted for different inputs.
@@ -180,12 +219,12 @@ class ExchangedTokenCache:
             return None
         return token if stored_fingerprint == fingerprint else None
 
-    def _lock(self, cache_key: str) -> asyncio.Lock:
-        lock = self._locks.get(cache_key)
-        if lock is None:
-            lock = asyncio.Lock()
-            self._locks[cache_key] = lock
-        return lock
+    def _guard(self, cache_key: str) -> _KeyGuard:
+        guard = self._guards.get(cache_key)
+        if guard is None:
+            guard = _KeyGuard()
+            self._guards[cache_key] = guard
+        return guard
 
 
 def _cache_ttl_seconds(expires_in: int | None) -> int:
diff --git a/litellm/proxy/_experimental/mcp_server/rest_endpoints.py b/litellm/proxy/_experimental/mcp_server/rest_endpoints.py
index 3efb6429326..37474f85fe7 100644
--- a/litellm/proxy/_experimental/mcp_server/rest_endpoints.py
+++ b/litellm/proxy/_experimental/mcp_server/rest_endpoints.py
@@ -1,13 +1,16 @@
 import asyncio
 import importlib
-from collections.abc import Awaitable, Callable, Mapping
+from collections.abc import Awaitable, Callable, Mapping, Sequence
 from datetime import datetime
+from types import MappingProxyType
 from typing import TYPE_CHECKING, Any, Final, Literal
 
+import anyio
 import httpx
 from fastapi import APIRouter, Depends, HTTPException, Query, Request, status
 
 from litellm._logging import verbose_logger
+from litellm.constants import MCP_CLIENT_TIMEOUT, MCP_TOOL_LISTING_TIMEOUT
 from litellm.exceptions import (
     BlockedPiiEntityError,
     GuardrailRaisedException,
@@ -18,8 +21,11 @@ from litellm.proxy._experimental.mcp_server.exceptions import (
     MCPUpstreamAuthError,
 )
 from litellm.proxy._experimental.mcp_server.faults.list_outcomes import (
+    ServerListOk,
+    ServerOutcome,
     classify_list_exception,
     list_fault_http_status,
+    outcome_wire_value,
 )
 from litellm.proxy._experimental.mcp_server.ui_session_utils import (
     acting_user_auth,
@@ -68,7 +74,13 @@ _MCP_GUARDRAIL_REJECTIONS: Final = (
 )
 
 
-def _connection_error_message(exc: BaseException) -> str:
+def _connection_error_message(exc: BaseException, url: str | None, timeout_seconds: float) -> str:
+    if isinstance(exc, TimeoutError):
+        return (
+            f"Failed to connect to MCP server: no response from {url or 'the server'} "
+            f"within {timeout_seconds:.0f}s. Check that the LiteLLM proxy can reach this URL "
+            "from its network (DNS, egress rules, firewalls) and that the server answers MCP requests."
+        )
     if isinstance(exc, httpx.LocalProtocolError):
         return (
             "Failed to connect to MCP server: a request header is malformed. "
@@ -88,6 +100,7 @@ def _connection_error_message(exc: BaseException) -> str:
 if MCP_AVAILABLE:
     from mcp.types import Tool as MCPTool
 
+    from litellm.experimental_mcp_client.client import MCPClient
     from litellm.proxy._experimental.mcp_server.mcp_server_manager import (
         _UPSTREAM_OAUTH_DISCOVERY_AUTH_TYPES,
         global_mcp_server_manager,
@@ -99,6 +112,7 @@ if MCP_AVAILABLE:
         ListMCPToolsRestAPIResponseObject,
         MCPInfo,
         MCPServer,
+        _aggregate_server_key,  # pyright: ignore[reportPrivateUsage]  # same per-server key as the tools/list _meta outcomes
         _apply_toolset_scope,
         _fire_mcp_tool_call_logging,
         execute_mcp_tool,
@@ -803,9 +817,6 @@ if MCP_AVAILABLE:
                 list(allowed_server_ids_set), _rest_client_ip
             )
 
-            list_tools_result: Final = []
-            error_message = None
-
             # If server_id is specified, only query that specific server
             if server_id:
                 return await _list_tools_for_single_server(
@@ -849,22 +860,19 @@ if MCP_AVAILABLE:
                     else {}
                 )
 
-                # Query all servers the user has access to
-                errors: Final = []
-                for allowed_server_id in allowed_server_ids:
-                    server = global_mcp_server_manager.get_mcp_server_by_id(allowed_server_id)
-                    if server is None:
-                        continue
-
-                    server_auth_header = _get_server_auth_header(server, mcp_server_auth_headers, mcp_auth_header)
-                    user_oauth_extra_headers = await _get_user_oauth_extra_headers(
+                async def list_server(
+                    server: MCPServer,
+                ) -> tuple[Sequence[ListMCPToolsRestAPIResponseObject], ServerOutcome]:
+                    server_auth_header: Final = _get_server_auth_header(
+                        server, mcp_server_auth_headers, mcp_auth_header
+                    )
+                    user_oauth_extra_headers: Final = await _get_user_oauth_extra_headers(
                         server,
                         user_api_key_dict,
                         prefetched_creds=prefetched_oauth_creds,
                     )
-
                     try:
-                        tools_result = await _get_tools_for_single_server(
+                        tools_result: Final = await _get_tools_for_single_server(
                             server,
                             server_auth_header,
                             raw_headers_from_request,
@@ -872,24 +880,35 @@ if MCP_AVAILABLE:
                             extra_headers=user_oauth_extra_headers,
                             apply_tool_filters=apply_tool_filters,
                         )
-                        list_tools_result.extend(tools_result)
                     except Exception as e:
                         verbose_logger.exception("Error getting tools from %s: %s", server.name, e)
-                        errors.append(
-                            f"{get_server_prefix(server)}: {classify_list_exception(e).tag}"
-                            if isinstance(e, (MCPServerListError, MCPUpstreamAuthError))
-                            else f"{get_server_prefix(server)}: {e}"
-                        )
-                        continue
+                        return (), classify_list_exception(e)
+                    return tools_result, ServerListOk(tool_count=len(tools_result))
 
-                if errors and not list_tools_result:
-                    error_message = "Failed to get tools from servers: " + "; ".join(errors)
-
-            return {
-                "tools": list_tools_result,
-                "error": "partial_failure" if error_message else None,
-                "message": (error_message if error_message else "Successfully retrieved tools"),
-            }
+                queried_servers: Final = tuple(
+                    server
+                    for server in map(global_mcp_server_manager.get_mcp_server_by_id, allowed_server_ids)
+                    if server is not None
+                )
+                listings: Final = tuple([await list_server(server) for server in queried_servers])
+                list_tools_result: Final = [tool for tools, _ in listings for tool in tools]
+                server_outcomes: Final = MappingProxyType(
+                    {_aggregate_server_key(server): outcome for server, (_, outcome) in zip(queried_servers, listings)}
+                )
+                errors: Final = tuple(
+                    f"{key}: {outcome.tag}" for key, outcome in server_outcomes.items() if outcome.tag != "ok"
+                )
+                error_message: Final = (
+                    "Failed to get tools from servers: " + "; ".join(errors)
+                    if errors and not list_tools_result
+                    else None
+                )
+                return {
+                    "tools": list_tools_result,
+                    "error": "partial_failure" if error_message else None,
+                    "message": (error_message if error_message else "Successfully retrieved tools"),
+                    "server_outcomes": {key: outcome_wire_value(outcome) for key, outcome in server_outcomes.items()},
+                }
 
         except MCPUpstreamAuthError as e:
             # Surface upstream pass-through 401/403 challenges to the client so
@@ -1130,12 +1149,18 @@ if MCP_AVAILABLE:
         scopes: Final[list[str] | None] = scopes_raw if isinstance(scopes_raw, list) else None
         return client_id, client_secret, scopes
 
+    async def _list_tools_within(client: MCPClient, deadline: float) -> list[MCPTool] | None:
+        with anyio.move_on_after(deadline):
+            return await client.list_tools(raise_on_error=True)
+        return None
+
     async def _execute_with_mcp_client(
         request: NewMCPServerRequest,
         operation: Callable[..., Awaitable[Mapping[str, object]]],
         mcp_auth_header: str | dict[str, str] | None = None,
         oauth2_headers: dict[str, str] | None = None,
         raw_headers: dict[str, str] | None = None,
+        timeout_seconds: float = MCP_TOOL_LISTING_TIMEOUT,
     ) -> Mapping[str, object]:
         """
         Create a temporary MCP client from *request*, run *operation*, and return the result.
@@ -1151,6 +1176,10 @@ if MCP_AVAILABLE:
             oauth2_headers: Headers extracted from the incoming request (may contain the
                 litellm API key — must NOT be forwarded for M2M servers).
             raw_headers: Raw request headers forwarded for stdio env construction.
+            timeout_seconds: Cap on OAuth discovery, connect, handshake, and *operation*
+                combined. Defaults to ``MCP_TOOL_LISTING_TIMEOUT`` (30s, below common LB
+                timeouts) so an unreachable upstream yields this endpoint's JSON error
+                instead of an opaque load-balancer 504 with an empty body.
 
         Returns:
             The dict returned by *operation*, or an error dict on failure.
@@ -1173,6 +1202,7 @@ if MCP_AVAILABLE:
                 transport=request.transport,
                 auth_type=request.auth_type,
                 mcp_info=request.mcp_info,
+                timeout=request.timeout,
                 command=request.command,
                 args=request.args,
                 env=request.env,
@@ -1240,15 +1270,16 @@ if MCP_AVAILABLE:
                 static_headers=request.static_headers,
             )
 
-            client: Final = await global_mcp_server_manager._create_mcp_client(
-                server=server_model,
-                mcp_auth_header=mcp_auth_header,
-                extra_headers=merged_headers,
-                stdio_env=stdio_env,
-                cred_provider=preview_cred_provider,
-            )
+            with anyio.fail_after(timeout_seconds):
+                client: Final = await global_mcp_server_manager._create_mcp_client(
+                    server=server_model,
+                    mcp_auth_header=mcp_auth_header,
+                    extra_headers=merged_headers,
+                    stdio_env=stdio_env,
+                    cred_provider=preview_cred_provider,
+                )
 
-            return await operation(client)
+                return await operation(client)
 
         except (KeyboardInterrupt, SystemExit, asyncio.CancelledError):
             raise
@@ -1257,7 +1288,7 @@ if MCP_AVAILABLE:
             return {
                 "status": "error",
                 "error": True,
-                "message": _connection_error_message(e),
+                "message": _connection_error_message(e, request.url, timeout_seconds),
             }
 
     async def _preview_openapi_tools(spec_path: str) -> dict:
@@ -1402,11 +1433,26 @@ if MCP_AVAILABLE:
             oauth2_headers = MCPRequestHandler._get_oauth2_headers_from_headers(headers)
 
         async def _list_tools_operation(client):
-            async def _list_tools_session_operation(session):
-                return await session.list_tools()
-
-            list_tools_response: Final = await client.run_with_session(_list_tools_session_operation)
-            list_tools_result: Final[list[MCPTool]] = list_tools_response.tools
+            # Bound the whole pagination walk: without this the preview is limited only by the
+            # per-request timeout times the page cap. max() keeps the pre-pagination guarantee
+            # that a single slow page within the client timeout still succeeds, and a
+            # per-server timeout above the global default extends the deadline with it.
+            listing_deadline: Final = max(
+                getattr(client, "timeout", MCP_CLIENT_TIMEOUT) or MCP_CLIENT_TIMEOUT,
+                MCP_TOOL_LISTING_TIMEOUT,
+            )
+            list_tools_result: Final = await _list_tools_within(client, listing_deadline)
+            if list_tools_result is None:
+                verbose_logger.warning(
+                    "MCP tools/list preview timed out after %s seconds while paginating upstream tools",
+                    listing_deadline,
+                )
+                return {  # mutable-ok: error response payload
+                    "status": "error",
+                    "error": True,
+                    "message": f"Timed out listing tools after {listing_deadline} seconds. "
+                    "The MCP server may be responding slowly or paginating excessively.",
+                }
             model_dumped_tools: Final[list[dict]] = [tool.model_dump() for tool in list_tools_result]
             return {
                 "tools": model_dumped_tools,
diff --git a/litellm/proxy/_experimental/mcp_server/server.py b/litellm/proxy/_experimental/mcp_server/server.py
index 989b08b929a..bb075220530 100644
--- a/litellm/proxy/_experimental/mcp_server/server.py
+++ b/litellm/proxy/_experimental/mcp_server/server.py
@@ -2189,6 +2189,7 @@ if MCP_AVAILABLE:
             try:
                 prompts = await global_mcp_server_manager.get_prompts_from_server(
                     server=server,
+                    user_api_key_auth=user_api_key_auth,
                     mcp_auth_header=server_auth_header,
                     extra_headers=extra_headers,
                     add_prefix=True,  # Always add server prefix
@@ -2242,6 +2243,7 @@ if MCP_AVAILABLE:
             try:
                 resources = await global_mcp_server_manager.get_resources_from_server(
                     server=server,
+                    user_api_key_auth=user_api_key_auth,
                     mcp_auth_header=server_auth_header,
                     extra_headers=extra_headers,
                     add_prefix=True,  # Always add server prefix
@@ -2293,6 +2295,7 @@ if MCP_AVAILABLE:
             try:
                 resource_templates = await global_mcp_server_manager.get_resource_templates_from_server(
                     server=server,
+                    user_api_key_auth=user_api_key_auth,
                     mcp_auth_header=server_auth_header,
                     extra_headers=extra_headers,
                     add_prefix=True,  # Always add server prefix
@@ -3211,6 +3214,7 @@ if MCP_AVAILABLE:
 
         return await global_mcp_server_manager.get_prompt_from_server(
             server=server,
+            user_api_key_auth=user_api_key_auth,
             prompt_name=original_prompt_name,
             arguments=arguments,
             mcp_auth_header=server_auth_header,
@@ -3261,6 +3265,7 @@ if MCP_AVAILABLE:
 
         return await global_mcp_server_manager.read_resource_from_server(
             server=server,
+            user_api_key_auth=user_api_key_auth,
             url=url,
             mcp_auth_header=server_auth_header,
             extra_headers=extra_headers,
@@ -3723,6 +3728,7 @@ if MCP_AVAILABLE:
         user_api_key_auth: UserAPIKeyAuth | None,
         client_ip: str | None,
         allowed_server_ids: set[str] | None = None,
+        raw_headers: Mapping[str, str] | None = None,
     ) -> None:
         """Fail fast with HTTP 401 for MCP servers that need user auth but
         didn't receive it on this request. Covers both gateway-managed OAuth2
@@ -3855,11 +3861,19 @@ if MCP_AVAILABLE:
                 and server.auth_type == MCPAuth.oauth2_token_exchange
                 and oauth2_headers
                 and len(mcp_servers or []) == 1
+                and server.server_id
+                in frozenset(
+                    allowed.server_id
+                    for allowed in await _get_allowed_mcp_servers(
+                        user_api_key_auth=user_api_key_auth, mcp_servers=mcp_servers, client_ip=client_ip
+                    )
+                )
             ):
                 await global_mcp_server_manager.preflight_token_exchange(
                     server=server,
                     oauth2_headers=oauth2_headers,
                     user_api_key_auth=user_api_key_auth,
+                    raw_headers=raw_headers,
                 )
 
             # Pass-through OAuth: when the admin has opted a server into
@@ -4188,6 +4202,7 @@ if MCP_AVAILABLE:
                 user_api_key_auth=user_api_key_auth,
                 client_ip=_client_ip,
                 allowed_server_ids=toolset_allowed_server_ids,
+                raw_headers=raw_headers,
             )
 
             # Pre-flight auth check for pass-through servers.  Must run after
@@ -4511,6 +4526,7 @@ if MCP_AVAILABLE:
                 user_api_key_auth=user_api_key_auth,
                 client_ip=_sse_client_ip,
                 allowed_server_ids=toolset_allowed_server_ids,
+                raw_headers=raw_headers,
             )
 
             # Pre-flight auth check for pass-through servers: surface upstream
diff --git a/litellm/proxy/_experimental/mcp_server/tool_search.py b/litellm/proxy/_experimental/mcp_server/tool_search.py
index f79765f6d01..af02c11ad86 100644
--- a/litellm/proxy/_experimental/mcp_server/tool_search.py
+++ b/litellm/proxy/_experimental/mcp_server/tool_search.py
@@ -2,20 +2,31 @@ from __future__ import annotations
 
 import json
 from collections.abc import Mapping, Sequence
+from dataclasses import dataclass
 from datetime import datetime
-from typing import TYPE_CHECKING, Any, Final, TypedDict, assert_never
+from types import MappingProxyType
+from typing import TYPE_CHECKING, Any, Final, TypedDict
 
-from typing_extensions import ReadOnly, Required
+from pydantic import ValidationError
+from typing_extensions import ReadOnly, Required, assert_never
 
 import litellm
 from litellm.proxy.agent_endpoints.agent_search import DEFAULT_AGENT_SEARCH_TOP_K
+from litellm.proxy.common_utils.semantic_text_index import (
+    Embedder,
+    EmbeddingFailed,
+    SemanticTextIndex,
+    router_embedder,
+)
+from litellm.types.mcp import MCPToolSearchSettings
 
 if TYPE_CHECKING:
-    from mcp.types import CallToolResult
+    from mcp.types import CallToolResult, Tool
 
     from litellm.litellm_core_utils.litellm_logging import Logging as LiteLLMLoggingObj
     from litellm.proxy._types import UserAPIKeyAuth
 
+MCP_TOOL_SEARCH_SETTINGS_KEY: Final[str] = "mcp_tool_search"
 MCP_TOOL_SEARCH_TOOL_NAME: Final[str] = "mcp_tool_search"
 MCP_TOOL_CALL_TOOL_NAME: Final[str] = "mcp_tool_call"
 AGENT_SEARCH_TOOL_NAME: Final[str] = "agent_search"
@@ -29,17 +40,91 @@ def coerce_top_k(value: Any, default: int = 5) -> int:
         return default
 
 
-def search_tools(query: str, tools: list[dict[str, Any]], top_k: int = 5) -> list[dict[str, Any]]:
+class ToolSearchResult(TypedDict, total=False):
+    name: Required[ReadOnly[str]]
+    description: Required[ReadOnly[str]]
+    inputSchema: Required[ReadOnly[Mapping[str, object]]]
+    score: ReadOnly[float]
+
+
+@dataclass(frozen=True, slots=True)
+class SemanticToolRanker:
+    embed: Embedder
+    embedding_model: str
+    index: SemanticTextIndex
+
+
+global_mcp_tool_search_index: Final = SemanticTextIndex()
+
+
+def mcp_tool_search_settings() -> MCPToolSearchSettings | ValidationError:
+    try:
+        return MCPToolSearchSettings.model_validate(litellm.mcp_tool_search or {})
+    except ValidationError as exc:
+        return exc
+
+
+def _tool_result(tool: Tool) -> ToolSearchResult:
+    return {"name": tool.name, "description": tool.description or "", "inputSchema": tool.inputSchema}
+
+
+def _scored_result(tool: Tool, score: float) -> ToolSearchResult:
+    return {"name": tool.name, "description": tool.description or "", "inputSchema": tool.inputSchema, "score": score}
+
+
+def _tool_text(tool: Tool) -> str:
+    return "\n".join(part for part in (tool.name, tool.description or "") if part)
+
+
+def _keyword_score(query: str, tool: Tool) -> float:
+    haystack: Final = _tool_text(tool).lower()
+    return float(sum(1 for token in query.lower().split() if token in haystack))
+
+
+def _split_core_tools(tools: Sequence[Tool], core_tools: Sequence[str]) -> tuple[tuple[Tool, ...], tuple[Tool, ...]]:
+    by_name: Final = MappingProxyType({tool.name: tool for tool in tools})
+    core: Final = tuple(by_name[name] for name in dict.fromkeys(core_tools) if name in by_name)
+    rest: Final = tuple(tool for tool in tools if tool.name not in frozenset(core_tools))
+    return core, rest
+
+
+def _top_hits(
+    tools: Sequence[Tool], scores: Sequence[float], minimum: float, limit: int
+) -> tuple[tuple[float, Tool], ...]:
+    hits: Final = ((score, tool) for score, tool in zip(scores, tools, strict=True) if score >= minimum)
+    return tuple(sorted(hits, key=lambda hit: hit[0], reverse=True)[:limit])
+
+
+def search_tools(query: str, tools: Sequence[Tool], top_k: int = 5) -> tuple[ToolSearchResult, ...]:
+    """Keyword fallback used when no embedding model is configured: one point per query token found in the tool."""
     if not query:
-        return []
-    tokens: Final = query.lower().split()
+        return ()
+    scores: Final = tuple(_keyword_score(query, tool) for tool in tools)
+    return tuple(_tool_result(tool) for _, tool in _top_hits(tools, scores, minimum=1.0, limit=top_k))
 
-    def _score(tool: dict[str, Any]) -> int:
-        haystack: Final = (tool.get("name", "") + " " + tool.get("description", "")).lower()
-        return sum(1 for t in tokens if t in haystack)
 
-    scored: Final = ((s, tool) for tool in tools if (s := _score(tool)) > 0)
-    return [tool for _, tool in sorted(scored, key=lambda x: x[0], reverse=True)[:top_k]]
+async def search_mcp_tools(
+    query: str,
+    tools: Sequence[Tool],
+    top_k: int,
+    settings: MCPToolSearchSettings,
+    ranker: SemanticToolRanker | None,
+) -> tuple[ToolSearchResult, ...] | EmbeddingFailed:
+    """Core tools the caller can access come first, then up to `top_k` ranked matches from the remaining tools."""
+    core, rest = _split_core_tools(tools, settings.core_tools)
+    limit: Final = min(top_k, settings.top_k)
+    core_results: Final = tuple(_tool_result(tool) for tool in core)
+    if ranker is None:
+        return (*core_results, *search_tools(query, rest, limit))
+    if not query:
+        return core_results
+    scores: Final = await ranker.index.scores(
+        query, tuple(_tool_text(tool) for tool in rest), ranker.embed, ranker.embedding_model
+    )
+    if isinstance(scores, EmbeddingFailed):
+        return scores
+    hits: Final = _top_hits(rest, scores, minimum=settings.similarity_threshold, limit=limit)
+    return (*core_results, *(_scored_result(tool, score) for score, tool in hits))
 
 
 class _ToolParamSchema(TypedDict, total=False):
@@ -66,11 +151,17 @@ def _json_array(*items: str) -> Sequence[str]:
 
 _MCP_TOOL_SEARCH_DEFINITION: Final[VirtualToolDefinition] = {
     "name": MCP_TOOL_SEARCH_TOOL_NAME,
-    "description": "Search for MCP tools by keyword. Returns top matching tools with names, descriptions, and input schemas.",
+    "description": (
+        "Search for MCP tools by describing what you need. "
+        "Returns top matching tools with names, descriptions, and input schemas."
+    ),
     "inputSchema": {
         "type": "object",
         "properties": {
-            "query": {"type": "string", "description": "Keywords to search for in tool names and descriptions."},
+            "query": {
+                "type": "string",
+                "description": "What the tool should do, matched against names and descriptions.",
+            },
             "top_k": {"type": "integer", "description": "Maximum number of results to return.", "default": 5},
         },
         "required": _json_array("query"),
@@ -165,10 +256,28 @@ async def handle_mcp_tool_search(
     oauth2_headers: dict[str, str] | None = None,
     raw_headers: dict[str, str] | None = None,
 ) -> CallToolResult:
-    from mcp.types import CallToolResult, TextContent
-
     from litellm.proxy._experimental.mcp_server.server import _list_mcp_tools
+    from litellm.proxy.proxy_server import llm_router
 
+    settings: Final = mcp_tool_search_settings()
+    if isinstance(settings, ValidationError):
+        return _text_tool_result(
+            f"litellm_settings.{MCP_TOOL_SEARCH_SETTINGS_KEY} is invalid: {settings}", is_error=True
+        )
+    if settings.embedding_model is not None and llm_router is None:
+        return _text_tool_result(
+            f"litellm_settings.{MCP_TOOL_SEARCH_SETTINGS_KEY}.embedding_model needs a model_list so it can be called",
+            is_error=True,
+        )
+    ranker: Final = (
+        SemanticToolRanker(
+            embed=router_embedder(llm_router, settings.embedding_model, user_api_key_dict),
+            embedding_model=settings.embedding_model,
+            index=global_mcp_tool_search_index,
+        )
+        if settings.embedding_model is not None and llm_router is not None
+        else None
+    )
     mcp_listing: Final = await _list_mcp_tools(
         user_api_key_auth=user_api_key_dict,
         mcp_servers=mcp_servers,
@@ -178,17 +287,10 @@ async def handle_mcp_tool_search(
         oauth2_headers=oauth2_headers,
         raw_headers=raw_headers,
     )
-    mcp_tools: Final = mcp_listing.tools
-    tools: Final = [
-        {
-            "name": t.name,
-            "description": t.description or "",
-            "inputSchema": t.inputSchema,
-        }
-        for t in mcp_tools
-    ]
-    results: Final = search_tools(query, tools, top_k)
-    return CallToolResult(content=[TextContent(type="text", text=json.dumps(results))], isError=False)
+    results: Final = await search_mcp_tools(query, mcp_listing.tools, top_k, settings, ranker)
+    if isinstance(results, EmbeddingFailed):
+        return _text_tool_result(results.reason, is_error=True)
+    return _text_tool_result(json.dumps(results), is_error=False)
 
 
 async def handle_mcp_tool_call(
diff --git a/litellm/proxy/_lazy_openapi_snapshot.json b/litellm/proxy/_lazy_openapi_snapshot.json
index 5af45b29226..13c7a4c7cfa 100644
--- a/litellm/proxy/_lazy_openapi_snapshot.json
+++ b/litellm/proxy/_lazy_openapi_snapshot.json
@@ -32002,6 +32002,62 @@
           "title": "SCIMPatchOperation",
           "type": "object"
         },
+        "SCIMPlaceholder": {
+          "description": "A user row keyed by a value that names another account by SSO identity or email.",
+          "properties": {
+            "placeholder_user_id": {
+              "title": "Placeholder User Id",
+              "type": "string"
+            },
+            "resolved_user_ids": {
+              "items": {
+                "type": "string"
+              },
+              "title": "Resolved User Ids",
+              "type": "array"
+            },
+            "team_ids": {
+              "items": {
+                "type": "string"
+              },
+              "title": "Team Ids",
+              "type": "array"
+            }
+          },
+          "required": [
+            "placeholder_user_id",
+            "resolved_user_ids",
+            "team_ids"
+          ],
+          "title": "SCIMPlaceholder",
+          "type": "object"
+        },
+        "SCIMPlaceholderMergeResult": {
+          "properties": {
+            "merged_into_user_id": {
+              "title": "Merged Into User Id",
+              "type": "string"
+            },
+            "placeholder_user_id": {
+              "title": "Placeholder User Id",
+              "type": "string"
+            },
+            "team_ids": {
+              "items": {
+                "type": "string"
+              },
+              "title": "Team Ids",
+              "type": "array"
+            }
+          },
+          "required": [
+            "placeholder_user_id",
+            "merged_into_user_id",
+            "team_ids"
+          ],
+          "title": "SCIMPlaceholderMergeResult",
+          "type": "object"
+        },
         "SCIMServiceProviderConfig": {
           "properties": {
             "authenticationSchemes": {
@@ -33641,6 +33697,129 @@
             "scim"
           ]
         }
+      },
+      "/scim/v2/placeholders": {
+        "get": {
+          "description": "List user rows whose id is another account's SSO identity or email.\n\nAn earlier release provisioned a group member it could not match as a user keyed\nby the raw member value, and that row now shadows the account the value really\nnames, so every push of that member is refused. This lists those rows so an\noperator can fold each one into the account it shadows with\n``POST /scim/v2/placeholders/{user_id}/merge``. A row that has an SSO identity of\nits own or owns virtual keys is left out: someone uses that account.",
+          "operationId": "list_placeholders_scim_v2_placeholders_get",
+          "parameters": [
+            {
+              "in": "query",
+              "name": "feature",
+              "required": false,
+              "schema": {
+                "anyOf": [
+                  {
+                    "type": "string"
+                  },
+                  {
+                    "type": "null"
+                  }
+                ],
+                "title": "Feature"
+              }
+            }
+          ],
+          "responses": {
+            "200": {
+              "content": {
+                "application/json": {
+                  "schema": {
+                    "items": {
+                      "$ref": "#/components/schemas/SCIMPlaceholder"
+                    },
+                    "title": "Response List Placeholders Scim V2 Placeholders Get",
+                    "type": "array"
+                  }
+                }
+              },
+              "description": "Successful Response"
+            },
+            "422": {
+              "content": {
+                "application/json": {
+                  "schema": {
+                    "$ref": "#/components/schemas/HTTPValidationError"
+                  }
+                }
+              },
+              "description": "Validation Error"
+            }
+          },
+          "security": [
+            {
+              "APIKeyHeader": []
+            }
+          ],
+          "summary": "List Placeholders",
+          "tags": [
+            "scim"
+          ]
+        }
+      },
+      "/scim/v2/placeholders/{user_id}/merge": {
+        "post": {
+          "description": "Fold a placeholder user into the one account its id names by SSO identity or email.\n\nThe account is added to every team the placeholder is on, then the placeholder is\ndeleted the way ``DELETE /scim/v2/Users/{id}`` deletes a user, so the next group\npush resolves the member value to the real account. Refused with 409 when the row\nhas an SSO identity of its own, owns virtual keys, or names no account or several.",
+          "operationId": "merge_placeholder_scim_v2_placeholders__user_id__merge_post",
+          "parameters": [
+            {
+              "in": "path",
+              "name": "user_id",
+              "required": true,
+              "schema": {
+                "title": "User ID",
+                "type": "string"
+              }
+            },
+            {
+              "in": "query",
+              "name": "feature",
+              "required": false,
+              "schema": {
+                "anyOf": [
+                  {
+                    "type": "string"
+                  },
+                  {
+                    "type": "null"
+                  }
+                ],
+                "title": "Feature"
+              }
+            }
+          ],
+          "responses": {
+            "200": {
+              "content": {
+                "application/json": {
+                  "schema": {
+                    "$ref": "#/components/schemas/SCIMPlaceholderMergeResult"
+                  }
+                }
+              },
+              "description": "Successful Response"
+            },
+            "422": {
+              "content": {
+                "application/json": {
+                  "schema": {
+                    "$ref": "#/components/schemas/HTTPValidationError"
+                  }
+                }
+              },
+              "description": "Validation Error"
+            }
+          },
+          "security": [
+            {
+              "APIKeyHeader": []
+            }
+          ],
+          "summary": "Merge Placeholder",
+          "tags": [
+            "scim"
+          ]
+        }
       }
     }
   },
diff --git a/litellm/proxy/_types.py b/litellm/proxy/_types.py
index c549f48126e..5d5a25e7cd6 100644
--- a/litellm/proxy/_types.py
+++ b/litellm/proxy/_types.py
@@ -1216,6 +1216,13 @@ class GenerateKeyRequest(KeyRequestBase):
     organization_id: str | None = None
     project_id: str | None = None
 
+    @field_validator("team_id", "organization_id", "project_id", mode="before")
+    @classmethod
+    def treat_cleared_id_as_unset(cls, v: object) -> object:
+        if v == "":
+            return None
+        return v
+
 
 class GenerateKeyResponse(KeyRequestBase):
     key: str
@@ -1271,6 +1278,13 @@ class UpdateKeyRequest(KeyRequestBase):
     rotation_interval: str | None = None
     organization_id: str | None = None
 
+    @field_validator("organization_id", mode="before")
+    @classmethod
+    def treat_cleared_organization_id_as_unset(cls, v: object) -> object:
+        if v == "":
+            return None
+        return v
+
     @model_validator(mode="after")
     def validate_temp_budget(self) -> "UpdateKeyRequest":
         if self.temp_budget_increase is not None or self.temp_budget_expiry is not None:
@@ -1916,6 +1930,13 @@ class NewTeamRequest(TeamBase):
 
     model_config = ConfigDict(protected_namespaces=())
 
+    @field_validator("team_id", mode="before")
+    @classmethod
+    def treat_blank_team_id_as_unset(cls, v: object) -> object:
+        if isinstance(v, str) and not v.strip():
+            return None
+        return v
+
 
 class GlobalEndUsersSpend(LiteLLMPydanticObjectBase):
     api_key: str | None = None
@@ -2436,9 +2457,22 @@ class ConfigGeneralSettings(LiteLLMPydanticObjectBase):
     database_socket_timeout: float | None = Field(
         None,
         description=(
-            "Prisma `socket_timeout` URL param (seconds). When set, an idle/slow "
-            "connection that has not produced data within this window is closed. "
-            "This is the main knob for capping idle DB connections from LiteLLM."
+            "Prisma `socket_timeout` URL param (seconds). When set, an in-flight "
+            "operation that has not produced data within this window is aborted. "
+            "For capping how long idle pooled connections are kept, see "
+            "`database_max_idle_connection_lifetime`."
+        ),
+    )
+    database_max_idle_connection_lifetime: float | None = Field(
+        60,
+        description=(
+            "Prisma `max_idle_connection_lifetime` URL param (seconds). A pooled "
+            "connection idle longer than this is closed and replaced instead of "
+            "being handed to the next request. Defaults to 60 so connections are "
+            "recycled before common infra idle timeouts (AWS NLB / RDS Proxy "
+            "~350s, many LBs 60-350s) silently drop them and requests fail with "
+            "`Error { kind: Closed }`. A value pinned on the DATABASE_URL or set "
+            "via `database_extra_connection_params` takes precedence."
         ),
     )
     database_extra_connection_params: dict[str, Any] | None = Field(
@@ -2488,6 +2522,14 @@ class ConfigGeneralSettings(LiteLLMPydanticObjectBase):
         None,
         description="max batch input file size in MB for /v1/files uploads with purpose=batch, if a file is larger than this size it will be rejected before being forwarded to the provider",
     )
+    max_file_size_mb: int | None = Field(
+        None,
+        description="max file size in MB for /v1/files uploads, for any purpose, if a file is larger than this size it will be rejected before being forwarded to the provider",
+    )
+    blocked_file_extensions: tuple[str, ...] | None = Field(
+        None,
+        description="file extensions (e.g. ['.exe', '.sh']) rejected on /v1/files uploads, for any purpose, matched case-insensitively against the uploaded filename",
+    )
     max_response_size_mb: int | None = Field(
         None,
         description="max response size in MB, if a response is larger than this size it will be rejected",
@@ -2566,6 +2608,10 @@ class ConfigGeneralSettings(LiteLLMPydanticObjectBase):
         None,
         description="When set to True, rejects requests that contain client-side 'metadata.tags' to prevent users from influencing budgets by sending different tags. Tags can only be inherited from the API key metadata.",
     )
+    missing_session_id: Literal["generate", "reject", "omit"] | None = Field(
+        None,
+        description="What to do with LLM API requests that carry no session id (x-litellm-session-id header, metadata.session_id, etc.). 'generate' stamps one id into litellm_session_id, litellm_trace_id and metadata.session_id so SpendLogs and logging callbacks agree; 'reject' returns 400; 'omit' leaves SpendLogs.session_id null, matching callbacks such as Langfuse that only record a client-established metadata.session_id. Unset keeps the legacy behavior where SpendLogs falls back to the trace id while callbacks get no session id.",
+    )
     enable_public_model_hub: bool = Field(
         default=False,
         description="Public model hub for users to see what models they have access to, supported openai params, etc.",
@@ -2676,6 +2722,40 @@ class ConfigGeneralSettings(LiteLLMPydanticObjectBase):
         None,
         description="List of MCP server fields that must be filled in for a submission to pass standards checks (e.g. ['description', 'source_url', 'alias']).",
     )
+    password_policy_min_length: int | None = Field(
+        None,
+        description=(
+            "Minimum length required for a locally-managed user's password. Default is 12; "
+            "a value below 8 is floored to 8 rather than weakening the requirement further."
+        ),
+    )
+    password_policy_require_uppercase: bool | None = Field(
+        None,
+        description="If True (default), a locally-managed user's password must contain an uppercase letter.",
+    )
+    password_policy_require_lowercase: bool | None = Field(
+        None,
+        description="If True (default), a locally-managed user's password must contain a lowercase letter.",
+    )
+    password_policy_require_numbers: bool | None = Field(
+        None,
+        description="If True (default), a locally-managed user's password must contain a number.",
+    )
+    password_policy_require_special_characters: bool | None = Field(
+        None,
+        description="If True (default), a locally-managed user's password must contain a special (non-alphanumeric) character.",
+    )
+    disable_password_login_when_sso_enabled: bool | None = Field(
+        None,
+        description=(
+            "If True and SSO is configured (MICROSOFT_CLIENT_ID, GOOGLE_CLIENT_ID, "
+            "GENERIC_CLIENT_ID, or SAML_IDP_METADATA_URL/XML), disables username/password "
+            "login on /login, /v2/login, and /v3/login so SSO is the only way to reach the "
+            "Admin UI. An admin locked out of the UI can still administer the proxy over the "
+            "API with the master key; unset this setting and restart the proxy to restore "
+            "UI username/password login. Default is False."
+        ),
+    )
     disable_budget_reservation: bool | None = Field(
         None,
         description=(
@@ -4159,6 +4239,8 @@ class TeamAccessGroupModelGrant(LiteLLMPydanticObjectBase):
     access_group_id: str
     access_group_name: str
     models: tuple[str, ...]
+    mcp_server_ids: tuple[str, ...] = ()
+    agent_ids: tuple[str, ...] = ()
 
 
 class TeamInfoResponseObjectTeamTable(LiteLLM_TeamTable):
diff --git a/litellm/proxy/agent_endpoints/a2a_endpoints.py b/litellm/proxy/agent_endpoints/a2a_endpoints.py
index 31b05320cd3..28882484db4 100644
--- a/litellm/proxy/agent_endpoints/a2a_endpoints.py
+++ b/litellm/proxy/agent_endpoints/a2a_endpoints.py
@@ -1019,4 +1019,6 @@ async def invoke_agent_a2a(
             )
         except Exception:
             pass
+        if isinstance(e, litellm.BadRequestError):
+            return _jsonrpc_error(body.get("id"), -32602, e.message, 400)
         return _jsonrpc_error(body.get("id"), -32603, f"Internal error: {e}", 500)
diff --git a/litellm/proxy/agent_endpoints/agent_registry.py b/litellm/proxy/agent_endpoints/agent_registry.py
index 144de52d0d2..c7b6bca72cf 100644
--- a/litellm/proxy/agent_endpoints/agent_registry.py
+++ b/litellm/proxy/agent_endpoints/agent_registry.py
@@ -6,8 +6,12 @@ from datetime import datetime, timezone
 from types import MappingProxyType
 from typing import TYPE_CHECKING, Final, NamedTuple, Protocol, TypedDict
 
+from pydantic import TypeAdapter, ValidationError
+
 import litellm
+from litellm.constants import REDACTED_BY_LITELM_STRING
 from litellm.litellm_core_utils.safe_json_dumps import safe_dumps
+from litellm.litellm_core_utils.sensitive_data_masker import SensitiveDataMasker
 from litellm.proxy.management_helpers.object_permission_utils import (
     handle_update_object_permission_common,
 )
@@ -52,6 +56,9 @@ class AgentRecord(Protocol):
     @property
     def agent_name(self) -> str: ...
 
+    @property
+    def litellm_params(self) -> Mapping[str, object] | None: ...
+
     @property
     def object_permission_id(self) -> str | None: ...
 
@@ -121,6 +128,188 @@ def _dump_agent_params(raw: Mapping[str, object]) -> dict[str, object]:
     return dict(raw) if raw else {}
 
 
+_AGENT_PARAMS_MASKER: Final = SensitiveDataMasker()
+_REDACT_AGENT_PARAMS_MAX_DEPTH: Final = 10
+_AGENT_PARAMS_ADAPTER: Final[TypeAdapter[dict[str, object]]] = TypeAdapter(
+    dict[str, object]
+)  # mutable-ok: safe_dumps() and AgentResponse.litellm_params both require a real dict, not a Mapping
+_AGENT_PARAMS_SEQUENCE_ADAPTER: Final[TypeAdapter[tuple[object, ...]]] = TypeAdapter(tuple[object, ...])
+_EMPTY_LITELLM_PARAMS: Final[Mapping[str, object]] = MappingProxyType({})
+
+
+def redact_sensitive_agent_litellm_params(litellm_params: object, _depth: int = 0) -> object:
+    """
+    Replace credential-bearing values in an agent's litellm_params with
+    ``REDACTED_BY_LITELM_STRING`` while preserving non-secret keys (``model``,
+    ``is_public``, rate-limit config). Used so list/get/create/update
+    responses never echo a stored provider credential back to the caller.
+
+    Handles a plain dict, a JSON-serialized string (some callers hold the
+    in-memory registry's params that way), and ``None`` at the top level;
+    anything else is passed through. Recursion depth is bounded to match the
+    convention documented in ``tests/code_coverage_tests/recursive_detector.py``.
+    """
+    if litellm_params is None:
+        return None
+    if isinstance(litellm_params, str):
+        if _depth >= _REDACT_AGENT_PARAMS_MAX_DEPTH:
+            return REDACTED_BY_LITELM_STRING
+        try:
+            parsed_params: Final = _AGENT_PARAMS_ADAPTER.validate_json(litellm_params)
+        except ValidationError:
+            return REDACTED_BY_LITELM_STRING
+        return json.dumps(_redact_agent_params_tree(parsed_params, _depth + 1))
+    return _redact_agent_params_tree(litellm_params, _depth)
+
+
+def _redact_agent_params_tree(value: object, _depth: int) -> object:
+    """Structural recursion over an already-parsed litellm_params value: a
+    dict redacts sensitive keys and recurses into the rest, a list redacts
+    each element (so a secret nested inside a list of provider configs is
+    still caught), and anything else -- including a plain string leaf, which
+    must never be re-interpreted as a JSON blob -- passes through unchanged.
+    """
+    if _depth >= _REDACT_AGENT_PARAMS_MAX_DEPTH:
+        return REDACTED_BY_LITELM_STRING
+    if isinstance(value, list):
+        typed_items: Final = _AGENT_PARAMS_SEQUENCE_ADAPTER.validate_python(value)
+        return tuple(_redact_agent_params_tree(item, _depth + 1) for item in typed_items)
+    if not isinstance(value, dict):
+        return value
+    typed_params: Final = _AGENT_PARAMS_ADAPTER.validate_python(value)
+    return {
+        key: (
+            REDACTED_BY_LITELM_STRING
+            if _AGENT_PARAMS_MASKER.is_sensitive_key(key)
+            else _redact_agent_params_tree(nested_value, _depth + 1)
+        )
+        for key, nested_value in typed_params.items()
+    }  # mutable-ok: consumed by json.dumps()/AgentResponse.litellm_params, both of which require a real dict
+
+
+def parse_agent_litellm_params(value: object) -> Mapping[str, object]:
+    """Normalize a stored litellm_params column to a read-only mapping.
+
+    The prisma Json column comes back as either an already-parsed dict or a
+    JSON string depending on the read path, so handle both rather than
+    assuming one. Only ever read from (merge-source lookups), never mutated
+    or re-serialized directly, so a read-only view is enough here.
+    """
+    if isinstance(value, str):
+        try:
+            return _AGENT_PARAMS_ADAPTER.validate_json(value)
+        except ValidationError:
+            return _EMPTY_LITELLM_PARAMS
+    if isinstance(value, Mapping):
+        try:
+            return _AGENT_PARAMS_ADAPTER.validate_python(value)
+        except ValidationError:
+            return _EMPTY_LITELLM_PARAMS
+    return _EMPTY_LITELLM_PARAMS
+
+
+_MISSING_AGENT_PARAM: Final = object()
+_RESTORE_AGENT_PARAMS_MAX_DEPTH: Final = 10
+
+
+def _restore_redacted_nested_value(incoming_value: object, existing_value: object, _depth: int) -> object:
+    """Recurse into a non-sensitively-named dict/list value so a secret
+    nested underneath it (e.g. inside a list of per-provider configs) is
+    still restored, not just top-level keys. Mirrors the shapes
+    ``redact_sensitive_agent_litellm_params`` recurses into on read, so
+    restore and redact stay symmetric.
+
+    List elements are paired with the existing list by position: with no
+    stable per-element identity in an arbitrary ``dict[str, object]`` schema,
+    index is the same correspondence every other part of this restore (and
+    the endpoints' existing full-replace-on-PUT semantics) already assumes.
+    This correctly preserves a masked secret across an ordinary edit of that
+    same entry's other fields; it does not protect against a caller who both
+    reorders/resizes the list AND echoes back a masked marker in the same
+    request, which is a known, narrow limitation (see LIT-6736 PR discussion)
+    rather than a cross-entry credential leak in the common case.
+
+    A value collapsed to the flat marker by the read side's depth cap is
+    recovered wholesale from ``existing_value`` (rather than the marker
+    string itself getting persisted) whenever ``existing_value`` isn't
+    already that same flat marker. Depth-bounded like its read-side
+    counterpart; a value at the cap is returned unchanged rather than
+    corrupted.
+    """
+    if incoming_value == REDACTED_BY_LITELM_STRING and existing_value != REDACTED_BY_LITELM_STRING:
+        return existing_value
+    if _depth >= _RESTORE_AGENT_PARAMS_MAX_DEPTH:
+        return incoming_value
+    if isinstance(incoming_value, Mapping):
+        typed_incoming_map: Final = _AGENT_PARAMS_ADAPTER.validate_python(incoming_value)
+        existing_map: Final = (
+            _AGENT_PARAMS_ADAPTER.validate_python(existing_value)
+            if isinstance(existing_value, Mapping)
+            else _EMPTY_LITELLM_PARAMS
+        )
+        return _restore_redacted_litellm_params(typed_incoming_map, existing_map, _depth + 1)
+    if isinstance(incoming_value, (list, tuple)):
+        typed_incoming_seq: Final = _AGENT_PARAMS_SEQUENCE_ADAPTER.validate_python(incoming_value)
+        existing_seq: Final = (
+            _AGENT_PARAMS_SEQUENCE_ADAPTER.validate_python(existing_value)
+            if isinstance(existing_value, (list, tuple))
+            else ()
+        )
+        return tuple(
+            _restore_redacted_nested_value(
+                item,
+                existing_seq[index] if index < len(existing_seq) else None,
+                _depth + 1,
+            )
+            for index, item in enumerate(typed_incoming_seq)
+        )
+    return incoming_value
+
+
+def _resolved_agent_param_value(
+    key: str,
+    incoming: Mapping[str, object],
+    existing: Mapping[str, object],
+    _depth: int,
+) -> object:
+    """The value ``key`` should end up with in a restored litellm_params, or
+    ``_MISSING_AGENT_PARAM`` when it should be dropped entirely."""
+    if key in incoming:
+        value: Final = incoming[key]
+        if _AGENT_PARAMS_MASKER.is_sensitive_key(key):
+            return existing.get(key, _MISSING_AGENT_PARAM) if value == REDACTED_BY_LITELM_STRING else value
+        return _restore_redacted_nested_value(value, existing.get(key), _depth)
+    if _AGENT_PARAMS_MASKER.is_sensitive_key(key):
+        return existing.get(key, _MISSING_AGENT_PARAM)
+    return _MISSING_AGENT_PARAM
+
+
+def _restore_redacted_litellm_params(
+    incoming: Mapping[str, object],
+    existing: Mapping[str, object],
+    _depth: int = 0,
+) -> dict[str, object]:
+    """Restore the real credential behind any litellm_params value the caller
+    echoed back as ``REDACTED_BY_LITELM_STRING``, and behind any sensitive key
+    omitted entirely, so an edit to an unrelated field never overwrites (or
+    silently drops) a stored provider credential -- the UI never has to
+    read-and-resend a secret to keep it. Recurses into nested dicts and lists
+    so a secret nested under a non-sensitively-named key is restored too.
+
+    A sensitive key given a real (non-marker) value, including an explicit
+    empty string, is treated as a deliberate update -- that's how a caller
+    clears a credential. Non-sensitive keys always take the incoming value
+    (recursed into), matching the endpoints' existing full-replace-on-PUT /
+    merge-on-PATCH semantics for everything that isn't a secret.
+    """
+    all_keys: Final = frozenset(incoming) | frozenset(existing)
+    return {
+        key: value
+        for key in all_keys
+        if (value := _resolved_agent_param_value(key, incoming, existing, _depth)) is not _MISSING_AGENT_PARAM
+    }  # mutable-ok: fed to safe_dumps() for JSON-column storage, which requires a real dict
+
+
 class GrantMigrationResult(NamedTuple):
     rewritten: int
     missed: int
@@ -301,9 +490,14 @@ class AgentRegistry:
         try:
             agent_name: Final = agent.get("agent_name")
 
-            # Serialize litellm_params
+            # Serialize litellm_params. A create has no stored row to restore a
+            # secret behind, so a sensitive key submitted as the redaction
+            # marker (e.g. a stray client re-post) is dropped rather than
+            # persisted as the literal placeholder string.
             litellm_params_obj: Final = agent.get("litellm_params", {})
-            litellm_params_dict: Final[dict[str, object]] = _dump_agent_params(litellm_params_obj)
+            litellm_params_dict: Final = _restore_redacted_litellm_params(
+                _dump_agent_params(litellm_params_obj), _EMPTY_LITELLM_PARAMS
+            )
             litellm_params: Final[str] = safe_dumps(litellm_params_dict)
 
             # Serialize agent_card_params
@@ -410,8 +604,14 @@ class AgentRegistry:
             update_data: Final[dict[str, object]] = {}
             if augment_agent.get("agent_name"):
                 update_data["agent_name"] = augment_agent.get("agent_name")
-            if augment_agent.get("litellm_params"):
-                update_data["litellm_params"] = safe_dumps(augment_agent.get("litellm_params"))
+            if "litellm_params" in agent:
+                existing_litellm_params: Final = parse_agent_litellm_params(existing_agent.get("litellm_params"))
+                update_data["litellm_params"] = safe_dumps(
+                    _restore_redacted_litellm_params(
+                        _dump_agent_params(agent.get("litellm_params") or _EMPTY_LITELLM_PARAMS),
+                        existing_litellm_params,
+                    )
+                )
             if augment_agent.get("agent_card_params"):
                 update_data["agent_card_params"] = safe_dumps(augment_agent.get("agent_card_params"))
 
@@ -474,9 +674,22 @@ class AgentRegistry:
         try:
             agent_name: Final = agent.get("agent_name")
 
+            # A PUT fully replaces litellm_params from the request body, so the
+            # existing row is read up front to restore any sensitive key the
+            # caller echoed back redacted (or omitted) rather than persisting
+            # the marker -- or nothing -- over the real stored credential.
+            existing_row: Final = await agents_table(prisma_client).find_unique(
+                where={"agent_id": agent_id}  # mutable-ok: prisma's query builder rejects a Mapping/MappingProxyType
+            )
+            existing_litellm_params: Final = parse_agent_litellm_params(
+                existing_row.litellm_params if existing_row is not None else None
+            )
+
             # Serialize litellm_params
             litellm_params_obj: Final = agent.get("litellm_params", {})
-            litellm_params_dict: Final[dict[str, object]] = _dump_agent_params(litellm_params_obj)
+            litellm_params_dict: Final = _restore_redacted_litellm_params(
+                _dump_agent_params(litellm_params_obj), existing_litellm_params
+            )
             litellm_params: Final[str] = safe_dumps(litellm_params_dict)
 
             # Serialize agent_card_params
@@ -512,9 +725,8 @@ class AgentRegistry:
                     update_data[rate_field] = _val
 
             if agent.get("object_permission") is not None:
-                existing_agent: Final = await agents_table(prisma_client).find_unique(where={"agent_id": agent_id})
                 existing_object_permission_id: Final = (
-                    existing_agent.object_permission_id if existing_agent is not None else None
+                    existing_row.object_permission_id if existing_row is not None else None
                 )
                 agent_copy: Final = dict(agent)
                 object_permission_id: Final = await handle_update_object_permission_common(
diff --git a/litellm/proxy/agent_endpoints/agent_search.py b/litellm/proxy/agent_endpoints/agent_search.py
index 46ab36d7b72..76e3fe6c5ad 100644
--- a/litellm/proxy/agent_endpoints/agent_search.py
+++ b/litellm/proxy/agent_endpoints/agent_search.py
@@ -2,17 +2,18 @@
 
 from __future__ import annotations
 
-import math
-from collections.abc import Awaitable, Mapping, Sequence
+from collections.abc import Sequence
 from dataclasses import dataclass
-from itertools import chain
-from types import MappingProxyType
-from typing import TYPE_CHECKING, Final, Protocol, TypeAlias
+from typing import TYPE_CHECKING, Final, TypeAlias
 
-from openai import OpenAIError
 from pydantic import BaseModel, ConfigDict, ValidationError
 
-from litellm.exceptions import BudgetExceededError
+from litellm.proxy.common_utils.semantic_text_index import (
+    Embedder,
+    EmbeddingFailed,
+    SemanticTextIndex,
+    router_embedder,
+)
 from litellm.types.agents import AgentResponse
 
 if TYPE_CHECKING:
@@ -21,12 +22,6 @@ if TYPE_CHECKING:
 
 DEFAULT_AGENT_SEARCH_TOP_K: Final = 5
 
-Vector: TypeAlias = tuple[float, ...]
-
-
-class Embedder(Protocol):
-    def __call__(self, texts: Sequence[str]) -> Awaitable[Sequence[Vector]]: ...
-
 
 @dataclass(frozen=True, slots=True)
 class AgentSearchHit:
@@ -67,18 +62,6 @@ class _SearchableCard(BaseModel):
     skills: tuple[_SearchableSkill, ...] = ()
 
 
-class _EmbeddingItem(BaseModel):
-    model_config = ConfigDict(frozen=True, extra="ignore")
-
-    embedding: tuple[float, ...]
-
-
-class _EmbeddingData(BaseModel):
-    model_config = ConfigDict(frozen=True, extra="ignore")
-
-    data: tuple[_EmbeddingItem, ...]
-
-
 class AgentSearchResult(BaseModel):
     model_config = ConfigDict(frozen=True)
 
@@ -117,110 +100,21 @@ def agent_search_result(hit: AgentSearchHit) -> AgentSearchResult:
     )
 
 
-def cosine_similarity(left: Vector, right: Vector) -> float:
-    dot: Final = sum(a * b for a, b in zip(left, right, strict=True))
-    norms: Final = math.sqrt(sum(a * a for a in left)) * math.sqrt(sum(b * b for b in right))
-    return dot / norms if norms else 0.0
-
-
-def embedding_spend_metadata(user_api_key_dict: UserAPIKeyAuth) -> dict[str, object]:
-    from litellm.proxy.litellm_pre_call_utils import LiteLLMProxyRequestSetup
-
-    return {  # mutable-ok: the router mutates the metadata dict it is handed
-        **LiteLLMProxyRequestSetup.get_sanitized_user_information_from_key(user_api_key_dict),
-        "user_api_key": user_api_key_dict.api_key,
-    }
-
-
-def router_embedder(router: Router, embedding_model: str, user_api_key_dict: UserAPIKeyAuth) -> Embedder:
-    async def embed(texts: Sequence[str]) -> Sequence[Vector]:
-        batch: Final = list(texts)  # mutable-ok: Router.aembedding accepts only str | list input
-        response: Final = await router.aembedding(
-            model=embedding_model, input=batch, metadata=embedding_spend_metadata(user_api_key_dict)
-        )
-        return tuple(item.embedding for item in _EmbeddingData.model_validate(response.model_dump()).data)
-
-    return embed
-
-
-_NO_VECTORS: Final[Mapping[str, Vector]] = MappingProxyType({})
-
-
-async def _embed_all(embed: Embedder, texts: Sequence[str]) -> tuple[Vector, ...] | AgentSearchEmbeddingFailed:
-    try:
-        vectors: Final = tuple(await embed(texts))
-    except (OpenAIError, ValueError, BudgetExceededError) as exc:
-        return AgentSearchEmbeddingFailed(reason=f"embedding the search query failed: {exc}")
-    if len(vectors) != len(texts):
-        return AgentSearchEmbeddingFailed(
-            reason=f"embedding model returned {len(vectors)} vectors for {len(texts)} inputs"
-        )
-    return vectors
-
-
-@dataclass(frozen=True, slots=True)
-class _Embedded:
-    query_vector: Vector
-    vectors: Mapping[str, Vector]
-
-
-def _same_dimension(query_vector: Vector, vectors: Mapping[str, Vector], texts: Sequence[str]) -> bool:
-    return all(len(vectors[text]) == len(query_vector) for text in texts)
-
-
-async def _embed_query_and_agents(
-    embed: Embedder, query: str, texts: Sequence[str], cached: Mapping[str, Vector]
-) -> _Embedded | AgentSearchEmbeddingFailed:
-    missing: Final = tuple(dict.fromkeys(text for text in texts if text not in cached))
-    embedded: Final = await _embed_all(embed, (query, *missing))
-    if isinstance(embedded, AgentSearchEmbeddingFailed):
-        return embedded
-    vectors: Final = MappingProxyType(dict(chain(cached.items(), zip(missing, embedded[1:], strict=True))))
-    if _same_dimension(embedded[0], vectors, texts):
-        return _Embedded(query_vector=embedded[0], vectors=vectors)
-    unique: Final = tuple(dict.fromkeys(texts))
-    reembedded: Final = await _embed_all(embed, (query, *unique))
-    if isinstance(reembedded, AgentSearchEmbeddingFailed):
-        return reembedded
-    return _Embedded(
-        query_vector=reembedded[0], vectors=MappingProxyType(dict(zip(unique, reembedded[1:], strict=True)))
-    )
-
-
 class AgentSearchIndex:
     """Caches one vector per distinct agent text per embedding model, so repeat searches only embed the query."""
 
     def __init__(self) -> None:
-        self._vectors: Mapping[str, Mapping[str, Vector]] = MappingProxyType({})
-
-    def _merged(self, embedding_model: str, embedded: _Embedded) -> Mapping[str, Vector]:
-        kept: Final = {
-            text: vector
-            for text, vector in self._vectors.get(embedding_model, _NO_VECTORS).items()
-            if len(vector) == len(embedded.query_vector)
-        }
-        return MappingProxyType({**kept, **embedded.vectors})
+        self._index: Final = SemanticTextIndex()
 
     async def search(
         self, query: str, agents: Sequence[AgentResponse], top_k: int, embed: Embedder, embedding_model: str
     ) -> AgentSearchHits | AgentSearchEmbeddingFailed:
-        if not agents:
-            return AgentSearchHits(hits=())
         texts: Final = tuple(agent_search_text(agent) for agent in agents)
-        cached: Final = self._vectors.get(embedding_model, _NO_VECTORS)
-        embedded: Final = await _embed_query_and_agents(embed, query, texts, cached)
-        if isinstance(embedded, AgentSearchEmbeddingFailed):
-            return embedded
-        if not _same_dimension(embedded.query_vector, embedded.vectors, texts):
-            return AgentSearchEmbeddingFailed(
-                reason=f"embedding model {embedding_model} returned vectors of mixed dimensions"
-            )
-        self._vectors = MappingProxyType({**self._vectors, embedding_model: self._merged(embedding_model, embedded)})
+        scores: Final = await self._index.scores(query, texts, embed, embedding_model)
+        if isinstance(scores, EmbeddingFailed):
+            return AgentSearchEmbeddingFailed(reason=scores.reason)
         ranked: Final = sorted(
-            (
-                AgentSearchHit(agent=agent, score=cosine_similarity(embedded.query_vector, embedded.vectors[text]))
-                for agent, text in zip(agents, texts, strict=True)
-            ),
+            (AgentSearchHit(agent=agent, score=score) for agent, score in zip(agents, scores, strict=True)),
             key=lambda hit: hit.score,
             reverse=True,
         )
diff --git a/litellm/proxy/agent_endpoints/endpoints.py b/litellm/proxy/agent_endpoints/endpoints.py
index b6c41a17503..cc17672553b 100644
--- a/litellm/proxy/agent_endpoints/endpoints.py
+++ b/litellm/proxy/agent_endpoints/endpoints.py
@@ -13,14 +13,13 @@ import os
 import uuid
 from collections.abc import Mapping, Sequence
 from types import MappingProxyType
-from typing import Annotated, Final, TypedDict, assert_never
+from typing import Annotated, Final, TypedDict
 
 from fastapi import APIRouter, Depends, HTTPException, Query, Request
-from typing_extensions import ReadOnly, Required
+from typing_extensions import ReadOnly, Required, assert_never
 
 import litellm
 from litellm._logging import verbose_proxy_logger
-from litellm.litellm_core_utils.litellm_logging import _get_masked_values
 from litellm.llms.custom_httpx.http_handler import get_async_httpx_client
 from litellm.proxy._types import (
     CommonProxyErrors,
@@ -33,6 +32,10 @@ from litellm.proxy.a2a.agent_card import (
     merge_agent_card,
     normalize_protocol_version,
 )
+from litellm.proxy.agent_endpoints.agent_registry import (
+    parse_agent_litellm_params,
+    redact_sensitive_agent_litellm_params,
+)
 from litellm.proxy.agent_endpoints.agent_search import (
     DEFAULT_AGENT_SEARCH_TOP_K,
     AgentSearchEmbeddingFailed,
@@ -139,25 +142,37 @@ async def _attach_keys_to_agents(agents: Sequence[AgentResponse], prisma_client)
         agent.keys = matched_keys or None
 
 
+def _redact_agent_litellm_params_dict(
+    litellm_params: Mapping[str, object],
+) -> dict[str, object]:  # mutable-ok: AgentResponse.litellm_params is declared as a plain dict, not Mapping
+    """Type-narrowing wrapper: a dict in always yields a dict back from
+    ``redact_sensitive_agent_litellm_params``, which the function's general
+    (possible-JSON-string, possibly-None) signature can't express."""
+    return dict(  # mutable-ok: AgentResponse.litellm_params is declared as a plain dict, not Mapping
+        parse_agent_litellm_params(redact_sensitive_agent_litellm_params(litellm_params))
+    )
+
+
 def _redact_sensitive_agent_fields(
     agents: Sequence[AgentResponse],
+    *,
+    is_admin: bool,
 ) -> list[AgentResponse]:
     """
-    Return copies of the given agents with sensitive configuration fields
-    redacted.  The original objects are not modified.
+    Return copies of the given agents with credential-bearing litellm_params
+    values replaced by a fixed marker (never returned to ANY caller,
+    admin included) and, for non-admin callers, virtual-key and header
+    fields stripped entirely. The original objects are not modified.
     """
     redacted: Final[list[AgentResponse]] = []
     for agent in agents:
         copy = agent.model_copy(deep=True)
-        copy.static_headers = None
-        copy.extra_headers = None
-        copy.keys = None
+        if not is_admin:
+            copy.static_headers = None
+            copy.extra_headers = None
+            copy.keys = None
         if copy.litellm_params:
-            copy.litellm_params = _get_masked_values(
-                copy.litellm_params,
-                unmasked_length=4,
-                number_of_asterisks=4,
-            )
+            copy.litellm_params = _redact_agent_litellm_params_dict(copy.litellm_params)
         redacted.append(copy)
     return redacted
 
@@ -345,13 +360,13 @@ async def get_agents(
                 global_agent_registry.ids_for_agent(agent.agent_id).isdisjoint(litellm.public_agent_groups)
             )
 
-        # Redact sensitive fields for non-admin users
+        # litellm_params secrets are always redacted; keys/headers stay
+        # admin-only.
         is_admin: Final = (
             user_api_key_dict.user_role == LitellmUserRoles.PROXY_ADMIN
             or user_api_key_dict.user_role == LitellmUserRoles.PROXY_ADMIN.value
         )
-        if not is_admin:
-            returned_agents = _redact_sensitive_agent_fields(returned_agents)
+        returned_agents = _redact_sensitive_agent_fields(returned_agents, is_admin=is_admin)
 
         if health_check:
             agents_with_url: Final = [agent for agent in returned_agents if (agent.agent_card_params or {}).get("url")]
@@ -505,7 +520,9 @@ async def create_agent(
                 "Failed to register agent '%s' (ID: %s) in memory: %s", agent_name, agent_id, reg_error
             )
 
-        return result
+        # The caller is a proxy admin (enforced above); litellm_params
+        # secrets are still never echoed back in the response.
+        return _redact_sensitive_agent_fields((result,), is_admin=True)[0]
 
     except HTTPException:
         raise
@@ -578,13 +595,13 @@ async def get_agent_by_id(
 
         await _attach_keys_to_agents([agent], prisma_client)
 
-        # Redact sensitive fields for non-admin users
+        # litellm_params secrets are always redacted; keys/headers stay
+        # admin-only.
         is_admin = (
             user_api_key_dict.user_role == LitellmUserRoles.PROXY_ADMIN
             or user_api_key_dict.user_role == LitellmUserRoles.PROXY_ADMIN.value
         )
-        if not is_admin:
-            agent = _redact_sensitive_agent_fields([agent])[0]
+        agent = _redact_sensitive_agent_fields((agent,), is_admin=is_admin)[0]
 
         return agent
     except HTTPException:
@@ -688,7 +705,7 @@ async def update_agent(
             "Successfully updated agent '%s' (ID: %s) in memory", existing_agent.get("agent_name"), agent_id
         )
 
-        return result
+        return _redact_sensitive_agent_fields((result,), is_admin=True)[0]
     except HTTPException:
         raise
     except Exception as e:
@@ -791,7 +808,7 @@ async def patch_agent(
             "Successfully updated agent '%s' (ID: %s) in memory", existing_agent.get("agent_name"), agent_id
         )
 
-        return result
+        return _redact_sensitive_agent_fields((result,), is_admin=True)[0]
     except HTTPException:
         raise
     except Exception as e:
@@ -922,35 +939,32 @@ async def make_agent_public(
             if agent is None:
                 raise HTTPException(status_code=404, detail=f"Agent with ID {agent_id} not found")
 
-        if litellm.public_agent_groups is None:
-            litellm.public_agent_groups = []
-        # handle duplicates
-        if not AGENT_REGISTRY.ids_for_agent(agent.agent_id).isdisjoint(litellm.public_agent_groups):
+        config: Final = await proxy_config.get_config()
+
+        current_public_agent_groups: Final = list(litellm.public_agent_groups or [])
+        if not AGENT_REGISTRY.ids_for_agent(agent.agent_id).isdisjoint(current_public_agent_groups):
             raise HTTPException(
                 status_code=400,
                 detail=f"Agent with name {agent.agent_name} already in public agent groups",
             )
-        litellm.public_agent_groups.append(agent.agent_id)
+        updated_public_agent_groups: Final = [*current_public_agent_groups, agent.agent_id]
 
-        # Load existing config
-        config: Final = await proxy_config.get_config()
-
-        # Update config with new settings
         if "litellm_settings" not in config or config["litellm_settings"] is None:
             config["litellm_settings"] = {}
 
-        config["litellm_settings"]["public_agent_groups"] = litellm.public_agent_groups
+        config["litellm_settings"]["public_agent_groups"] = updated_public_agent_groups
 
-        # Save the updated config
         await proxy_config.save_config(new_config=config)
 
+        litellm.public_agent_groups = updated_public_agent_groups
+
         verbose_proxy_logger.debug(
-            "Updated public agent groups to: %s by user: %s", litellm.public_agent_groups, user_api_key_dict.user_id
+            "Updated public agent groups to: %s by user: %s", updated_public_agent_groups, user_api_key_dict.user_id
         )
 
         return {
             "message": "Successfully updated public agent groups",
-            "public_agent_groups": litellm.public_agent_groups,
+            "public_agent_groups": updated_public_agent_groups,
             "updated_by": user_api_key_dict.user_id,
         }
     except HTTPException:
diff --git a/litellm/proxy/anthropic_endpoints/streaming_model_restamp.py b/litellm/proxy/anthropic_endpoints/streaming_model_restamp.py
new file mode 100644
index 00000000000..7da5e5099fc
--- /dev/null
+++ b/litellm/proxy/anthropic_endpoints/streaming_model_restamp.py
@@ -0,0 +1,174 @@
+"""
+Restamp the public ``model`` on the Anthropic Messages ``message_start`` event, the only
+stream event carrying a model, so streamed responses report the requested model like
+non-streaming ones do.
+
+Chunks reach the serializer either as already-encoded SSE frames (``bytes``/``str``, the
+provider passthrough path) or as event dicts (fake-stream and agentic paths).
+"""
+
+import json
+import re
+from collections.abc import Mapping
+from typing import Final
+
+from pydantic import TypeAdapter, ValidationError
+
+_MESSAGE_START_EVENT: Final = "message_start"
+_MESSAGE_START_MARKER: Final = b"message_start"
+_SSE_DATA_FIELD: Final = "data:"
+_SSE_FRAME_END_PATTERN: Final = re.compile(rb"\r\n\r\n|\r\r|\n\n")
+_MAX_HELD_BYTES: Final = 65536
+_PING_MARKERS: Final = (b"event: ping", b'"type": "ping"', b'"type":"ping"')
+
+_EVENT_ADAPTER: Final = TypeAdapter(Mapping[str, object])
+
+
+def _restamped_event(event: Mapping[str, object], requested_model: str) -> Mapping[str, object] | None:
+    message: Final = event.get("message")
+    if event.get("type") != _MESSAGE_START_EVENT or not isinstance(message, dict):
+        return None
+    if message.get("model") == requested_model:
+        return None
+    return {**event, "message": {**message, "model": requested_model}}  # mutable-ok: SSE payload, re-serialized as is
+
+
+def _restamped_data_line(line: str, requested_model: str) -> str | None:
+    stripped: Final = line.strip()
+    if not stripped.startswith(_SSE_DATA_FIELD):
+        return None
+    payload: Final = stripped[len(_SSE_DATA_FIELD) :].strip()
+    if not payload or payload == "[DONE]":
+        return None
+    try:
+        event: Final = _EVENT_ADAPTER.validate_json(payload)
+    except ValidationError:
+        return None
+    restamped: Final = _restamped_event(event, requested_model)
+    if restamped is None:
+        return None
+    terminator: Final = line[len(line.rstrip("\r\n")) :]
+    return f"data: {json.dumps(restamped, separators=(',', ':'))}{terminator}"
+
+
+def _restamped_frame(frame: str, requested_model: str) -> str | None:
+    lines: Final = frame.splitlines(keepends=True)
+    restamped: Final = tuple(_restamped_data_line(line, requested_model) for line in lines)
+    if all(line is None for line in restamped):
+        return None
+    return "".join(new if new is not None else old for new, old in zip(restamped, lines))
+
+
+def restamp_anthropic_stream_chunk_model(chunk: object, requested_model: str) -> object:
+    """
+    Return ``chunk`` with the ``message_start`` model replaced by ``requested_model``.
+
+    Chunks that carry no model are returned unchanged.
+    """
+    if isinstance(chunk, dict):
+        try:
+            event: Final = _EVENT_ADAPTER.validate_python(chunk)
+        except ValidationError:
+            return chunk
+        return _restamped_event(event, requested_model) or chunk
+
+    if isinstance(chunk, (bytes, bytearray)):
+        if _MESSAGE_START_EVENT.encode() not in chunk:
+            return chunk
+        restamped_bytes: Final = _restamped_frame(chunk.decode("utf-8", errors="ignore"), requested_model)
+        return chunk if restamped_bytes is None else restamped_bytes.encode("utf-8")
+
+    if isinstance(chunk, str):
+        if _MESSAGE_START_EVENT not in chunk:
+            return chunk
+        restamped_text: Final = _restamped_frame(chunk, requested_model)
+        return chunk if restamped_text is None else restamped_text
+
+    return chunk
+
+
+def _is_ping_frame(frame: bytes) -> bool:
+    return any(marker in frame for marker in _PING_MARKERS)
+
+
+class AnthropicStreamModelRestamper:
+    """
+    Per-stream restamper for the encoded passthrough path, where chunks are raw
+    transport reads: the ``message_start`` SSE frame can arrive split across
+    chunks or coalesced with later frames. Complete frames (``\\n\\n``,
+    ``\\r\\n\\r\\n``, or ``\\r\\r`` terminated) are emitted as their terminator
+    closes them and an incomplete tail is held until it completes, so the
+    restamp never misses a torn frame; ``flush`` returns whatever is still held
+    when the stream ends so no bytes are swallowed. Once ``message_start`` has
+    been handled, or the first real event proves the stream carries none, every
+    later chunk passes through untouched.
+    """
+
+    def __init__(self, requested_model: str) -> None:
+        self._requested_model: Final = requested_model
+        self._held = b""
+        self._armed = True
+
+    def process(self, chunk: object) -> object:
+        if not self._armed:
+            return chunk
+        if isinstance(chunk, (bytes, bytearray)):
+            return self._process_encoded(bytes(chunk))
+        if isinstance(chunk, str):
+            return self._process_encoded(chunk.encode("utf-8"))
+        restamped: Final = restamp_anthropic_stream_chunk_model(chunk, self._requested_model)
+        if isinstance(chunk, dict) and chunk.get("type") not in (None, "ping"):
+            self._armed = False
+        return restamped
+
+    def flush(self) -> bytes:
+        held: Final = self._held
+        self._held = b""
+        self._armed = False
+        if not held:
+            return b""
+        restamped: Final = restamp_anthropic_stream_chunk_model(held, self._requested_model)
+        return restamped if isinstance(restamped, bytes) else held
+
+    def _process_encoded(self, data: bytes) -> bytes:
+        combined: Final = self._held + data
+        boundaries: Final = tuple(match.end() for match in _SSE_FRAME_END_PATTERN.finditer(combined))
+        if not boundaries:
+            if len(combined) > _MAX_HELD_BYTES:
+                self._held = b""
+                self._armed = False
+                return combined
+            self._held = combined
+            return b""
+        emitted: Final = self._restamped_closed_block(combined[: boundaries[-1]])
+        tail: Final = combined[boundaries[-1] :]
+        if not self._armed:
+            self._held = b""
+            return emitted + tail
+        self._held = tail
+        return emitted
+
+    def _restamped_closed_block(self, closed: bytes) -> bytes:
+        boundaries: Final = tuple(match.end() for match in _SSE_FRAME_END_PATTERN.finditer(closed))
+        frames: Final = tuple(closed[start:end] for start, end in zip((0, *boundaries[:-1]), boundaries))
+        decider: Final = next(
+            (
+                index
+                for index, frame in enumerate(frames)
+                if _MESSAGE_START_MARKER in frame or (b"data:" in frame and not _is_ping_frame(frame))
+            ),
+            None,
+        )
+        if decider is None:
+            return closed
+        self._armed = False
+        if _MESSAGE_START_MARKER not in frames[decider]:
+            return closed
+        restamped_text: Final = _restamped_frame(
+            frames[decider].decode("utf-8", errors="ignore"), self._requested_model
+        )
+        if restamped_text is None:
+            return closed
+        return b"".join(
+            restamped_text.encode("utf-8") if index == decider else frame for index, frame in enumerate(frames)
+        )
diff --git a/litellm/proxy/auth/auth_checks.py b/litellm/proxy/auth/auth_checks.py
index 5703c6cd5e8..0db4cbc3bf2 100644
--- a/litellm/proxy/auth/auth_checks.py
+++ b/litellm/proxy/auth/auth_checks.py
@@ -4705,6 +4705,13 @@ async def is_valid_fallback_model(
     return True
 
 
+# The shape abbreviate_api_key writes into LiteLLM_VerificationToken.key_name. The
+# last four characters are only barred from being whitespace or a control code,
+# because a custom key's can be anything else, punctuation and non-ASCII included;
+# a real key is at least MINIMUM_CUSTOM_KEY_LENGTH long, so it never fullmatches.
+_MASKED_KEY_NAME_RE: Final = re.compile(r"sk-\.\.\.(?:[^\s\x00-\x1f\x7f-\x9f]{4})?")
+
+
 def _apply_budget_exceeded_throttle(valid_token: UserAPIKeyAuth) -> bool:
     """
     Throttle an over-budget key instead of blocking it, when the key opted in
@@ -4785,10 +4792,15 @@ async def _virtual_key_max_budget_check(
         if math.isfinite(valid_token.max_budget) and spend >= valid_token.max_budget:
             if _apply_budget_exceeded_throttle(valid_token):
                 return
-            # name the key in the error so operators don't have to reverse-map
-            # spend back to a key; key_name is the masked form (last 4 chars)
+            # This message is returned to the caller, and key_name has no enforced
+            # shape (a direct DB write bypasses abbreviate_api_key), so echo it only
+            # when it still looks masked and fall back to the alias otherwise.
             key_label: Final = valid_token.key_alias or "key"
-            key_descriptor: Final = f"{key_label} ({valid_token.key_name})" if valid_token.key_name else key_label
+            key_descriptor: Final = (
+                f"{key_label} ({valid_token.key_name})"
+                if valid_token.key_name and _MASKED_KEY_NAME_RE.fullmatch(valid_token.key_name)
+                else key_label
+            )
             raise litellm.BudgetExceededError(
                 current_cost=spend,
                 max_budget=valid_token.max_budget,
diff --git a/litellm/proxy/auth/auth_exception_handler.py b/litellm/proxy/auth/auth_exception_handler.py
index 64878a480a7..b36c8a038fc 100644
--- a/litellm/proxy/auth/auth_exception_handler.py
+++ b/litellm/proxy/auth/auth_exception_handler.py
@@ -61,9 +61,7 @@ def _as_proxy_exception(e: Exception) -> ProxyException:
         return e
     if PrismaDBExceptionHandler.is_database_service_unavailable_error(e):
         return ProxyException(
-            message=(
-                "Service Unavailable, the authentication database is temporarily unreachable. Please retry shortly."
-            ),
+            message=PrismaDBExceptionHandler.database_unavailable_message(e),
             type=ProxyErrorTypes.no_db_connection,
             param="None",
             code=status.HTTP_503_SERVICE_UNAVAILABLE,
diff --git a/litellm/proxy/auth/auth_utils.py b/litellm/proxy/auth/auth_utils.py
index 89b2c92cdfd..d6007a2d56e 100644
--- a/litellm/proxy/auth/auth_utils.py
+++ b/litellm/proxy/auth/auth_utils.py
@@ -1,3 +1,4 @@
+import importlib.util
 import os
 import re
 import sys
@@ -1402,7 +1403,7 @@ def is_pass_through_provider_route(route: str) -> bool:
     return False
 
 
-def _has_user_setup_sso() -> bool:
+def has_user_setup_sso() -> bool:
     """
     Check if the user has set up single sign-on (SSO).
 
@@ -1425,6 +1426,63 @@ def _has_user_setup_sso() -> bool:
     )
 
 
+def _is_google_ready() -> bool:
+    return bool(os.getenv("GOOGLE_CLIENT_ID")) and bool(os.getenv("GOOGLE_CLIENT_SECRET"))
+
+
+def _is_microsoft_ready() -> bool:
+    return (
+        bool(os.getenv("MICROSOFT_CLIENT_ID"))
+        and bool(os.getenv("MICROSOFT_CLIENT_SECRET"))
+        and bool(os.getenv("MICROSOFT_TENANT"))
+    )
+
+
+def _is_generic_oauth_ready() -> bool:
+    return (
+        bool(os.getenv("GENERIC_CLIENT_ID"))
+        and bool(os.getenv("GENERIC_CLIENT_SECRET"))
+        and bool(os.getenv("GENERIC_AUTHORIZATION_ENDPOINT"))
+        and bool(os.getenv("GENERIC_TOKEN_ENDPOINT"))
+        and bool(os.getenv("GENERIC_USERINFO_ENDPOINT"))
+    )
+
+
+def _is_saml_ready() -> bool:
+    if not (os.getenv("SAML_IDP_METADATA_URL") or os.getenv("SAML_IDP_METADATA_XML")):
+        return False
+    # SAML's runtime (python3-saml) is an optional dependency; the SAML
+    # handler itself fails closed on every request when it is missing
+    # (SAMLAuthHandler raises before touching the IdP), so metadata alone
+    # is not "ready" either. find_spec raises ModuleNotFoundError (rather
+    # than returning None) when the top-level package is absent entirely,
+    # so this must not be a bare boolean expression or every password
+    # login would 500 on a deployment that configured SAML metadata
+    # without installing the optional extra.
+    try:
+        return importlib.util.find_spec("onelogin.saml2.auth") is not None
+    except ModuleNotFoundError:
+        return False
+
+
+def is_sso_provider_fully_configured() -> bool:
+    """Whether ANY configured SSO provider has every companion setting it
+    needs to actually authenticate a user, not merely a client id.
+
+    A lone ``MICROSOFT_CLIENT_ID`` with no secret or tenant makes
+    ``has_user_setup_sso()`` return True while every real sign-in attempt
+    fails, so a gate that BLOCKS the password fallback (unlike the UI
+    discovery use of ``has_user_setup_sso()``, where a dead login button is
+    merely confusing) must check readiness here, or it can lock every admin
+    out with no way to sign in at all. Checks every provider independently
+    (mirroring ``/sso/readiness``'s per-provider requirements) rather than
+    stopping at the first one with a client id set, so a stray leftover
+    client id for an unused provider can never mask a different, fully
+    configured provider that would otherwise satisfy this gate.
+    """
+    return _is_google_ready() or _is_microsoft_ready() or _is_generic_oauth_ready() or _is_saml_ready()
+
+
 def get_customer_user_header_from_mapping(user_id_mapping) -> list | None:
     """Return the header_name mapped to CUSTOMER role, if any (dict-based)."""
     if not user_id_mapping:
diff --git a/litellm/proxy/auth/ip_address_utils.py b/litellm/proxy/auth/ip_address_utils.py
index 558ea54495f..c2614b85016 100644
--- a/litellm/proxy/auth/ip_address_utils.py
+++ b/litellm/proxy/auth/ip_address_utils.py
@@ -6,8 +6,11 @@ External callers (public IPs) only see servers with available_on_public_internet
 """
 
 import ipaddress
+import os
+from collections.abc import Mapping
 from dataclasses import dataclass
 from typing import Any, Final
+from urllib.parse import urlparse
 
 from fastapi import Request
 from pydantic import TypeAdapter, ValidationError
@@ -137,7 +140,7 @@ class IPAddressUtils:
     @staticmethod
     def is_request_from_trusted_proxy(
         request: Request,
-        general_settings: dict[str, Any] | None = None,
+        general_settings: Mapping[str, Any] | None = None,
     ) -> bool:
         """
         Return True if X-Forwarded-* headers on this request should be trusted.
@@ -190,6 +193,36 @@ class IPAddressUtils:
         trusted_networks: Final = IPAddressUtils.parse_trusted_proxy_networks(trusted_ranges)
         return IPAddressUtils.is_trusted_proxy(direct_ip, trusted_networks)
 
+    @staticmethod
+    def is_request_https(
+        request: Request,
+        general_settings: Mapping[str, Any] | None = None,
+    ) -> bool:
+        """
+        Whether this request's PUBLIC-facing origin is HTTPS, for deciding
+        whether a cookie set on the response should be marked ``Secure``.
+
+        litellm only sees a plain-HTTP hop whenever TLS terminates at a
+        reverse proxy, so ``request.url.scheme`` alone cannot answer this in
+        that deployment shape. Resolved from the first trusted signal:
+          1. ``PROXY_BASE_URL`` (operator-declared public origin).
+          2. ``X-Forwarded-Proto``, only when the request's direct peer is a
+             configured trusted proxy -- see ``is_request_from_trusted_proxy``.
+             An untrusted caller cannot spoof this header to strip Secure.
+          3. The request's own literal scheme (direct TLS termination, or no
+             reverse proxy in front of litellm).
+        """
+        configured_base_url: Final = os.environ.get("PROXY_BASE_URL", "").strip()
+        if configured_base_url:
+            return urlparse(configured_base_url).scheme == "https"
+
+        if IPAddressUtils.is_request_from_trusted_proxy(request, general_settings=general_settings):
+            forwarded_proto: Final = request.headers.get("X-Forwarded-Proto")
+            if forwarded_proto:
+                return forwarded_proto.split(",")[0].strip().lower() == "https"
+
+        return request.url.scheme == "https"
+
     @staticmethod
     def extract_client_ip_from_xff_hops(
         xff_header: str,
diff --git a/litellm/proxy/auth/login_utils.py b/litellm/proxy/auth/login_utils.py
index fba95972944..8d4f6f81363 100644
--- a/litellm/proxy/auth/login_utils.py
+++ b/litellm/proxy/auth/login_utils.py
@@ -7,7 +7,9 @@ login endpoints (e.g., /login and /v2/login).
 
 import os
 import secrets
+from collections.abc import Mapping
 from datetime import datetime, timedelta, timezone
+from types import MappingProxyType
 from typing import Final, Literal, cast
 
 import jwt
@@ -24,6 +26,7 @@ from litellm.proxy._types import (
     UpdateUserRequest,
     UserAPIKeyAuth,
 )
+from litellm.proxy.auth.auth_utils import is_sso_provider_fully_configured
 from litellm.proxy.management_endpoints.internal_user_endpoints import user_update
 from litellm.proxy.management_endpoints.key_management_endpoints import (
     generate_key_helper_fn,
@@ -111,6 +114,7 @@ async def authenticate_user(
     password: str,
     master_key: str | None,
     prisma_client: PrismaClient | None,
+    general_settings: Mapping[str, object] = MappingProxyType({}),
 ) -> LoginResult:
     """
     Authenticate a user and generate an API key for UI access.
@@ -124,13 +128,40 @@ async def authenticate_user(
         password: Password from the login form
         master_key: Master key for the proxy (required)
         prisma_client: Prisma database client (optional)
+        general_settings: Proxy general_settings, checked for
+            `disable_password_login_when_sso_enabled`
 
     Returns:
         LoginResult: Object containing authentication data
 
     Raises:
-        ProxyException: If authentication fails or required configuration is missing
+        ProxyException: If authentication fails or required configuration is missing,
+            or if username/password login is disabled while SSO is configured
+
+    Recovery: an admin locked out of the UI by
+    `disable_password_login_when_sso_enabled` can still administer the proxy over
+    the API with the master key (Authorization: Bearer <master_key>), which never
+    goes through this function. To restore UI username/password login, unset the
+    setting in config.yaml (or the DB-persisted general_settings) and restart the
+    proxy; this is a deliberate, auditable config change rather than a hidden
+    bypass.
+
+    The gate below requires the SSO provider to be FULLY configured (every
+    companion secret/endpoint an actual sign-in needs), not merely that a
+    client id is present, so an incomplete SSO setup can never disable the
+    only working login path.
     """
+    if general_settings.get("disable_password_login_when_sso_enabled") is True and is_sso_provider_fully_configured():
+        raise ProxyException(
+            message=(
+                "Username/password login is disabled because SSO is configured "
+                "and 'disable_password_login_when_sso_enabled' is set. Sign in via SSO."
+            ),
+            type=ProxyErrorTypes.auth_error,
+            param="disable_password_login_when_sso_enabled",
+            code=403,
+        )
+
     if master_key is None:
         raise ProxyException(
             message="Master Key not set for Proxy. Please set Master Key to use Admin UI. Set `LITELLM_MASTER_KEY` in .env or set general_settings:master_key in config.yaml.  https://docs.litellm.ai/docs/proxy/virtual_keys. If set, use `--detailed_debug` to debug issue.",
diff --git a/litellm/proxy/auth/password_policy.py b/litellm/proxy/auth/password_policy.py
new file mode 100644
index 00000000000..ab7a565894a
--- /dev/null
+++ b/litellm/proxy/auth/password_policy.py
@@ -0,0 +1,92 @@
+"""Password-strength policy enforcement for locally-managed proxy users.
+
+Applied at every path that persists a new or changed password for a DB-backed
+user (``/user/update``, ``/user/bulk_update``, and the invitation onboarding
+claim flow), so the strength bar is configured in one place instead of
+per-endpoint.
+"""
+
+from collections.abc import Mapping
+from dataclasses import dataclass
+from typing import Final
+
+from litellm.proxy._types import ProxyErrorTypes, ProxyException
+
+DEFAULT_MIN_LENGTH: Final = 12
+MIN_ALLOWED_LENGTH: Final = 8
+
+
+def _has_uppercase(password: str) -> bool:
+    return any(ch.isupper() for ch in password)
+
+
+def _has_lowercase(password: str) -> bool:
+    return any(ch.islower() for ch in password)
+
+
+def _has_digit(password: str) -> bool:
+    return any(ch.isdigit() for ch in password)
+
+
+def _has_special_character(password: str) -> bool:
+    """Unicode-aware: a letter or digit from ANY script counts as
+    alphanumeric, not just ASCII, so an accented letter (e.g. the second
+    character of "Passwörd1234") cannot be miscounted as the required
+    special character the way an ASCII-only `[^A-Za-z0-9]` regex would."""
+    return any(not ch.isalnum() for ch in password)
+
+
+@dataclass(frozen=True, slots=True)
+class PasswordPolicy:
+    min_length: int
+    require_uppercase: bool
+    require_lowercase: bool
+    require_numbers: bool
+    require_special_characters: bool
+
+
+def _configured_min_length(general_settings: Mapping[str, object]) -> int:
+    """The configured minimum, floored at MIN_ALLOWED_LENGTH so a nonpositive
+    or too-low override (a typo, or `0`/`false` coercing through) cannot
+    silently disable the length requirement rather than merely relaxing it."""
+    min_length_setting: Final = general_settings.get("password_policy_min_length")
+    if isinstance(min_length_setting, bool) or not isinstance(min_length_setting, (int, float)):
+        return DEFAULT_MIN_LENGTH
+    return max(MIN_ALLOWED_LENGTH, int(min_length_setting))
+
+
+def get_password_policy(general_settings: Mapping[str, object]) -> PasswordPolicy:
+    return PasswordPolicy(
+        min_length=_configured_min_length(general_settings),
+        require_uppercase=general_settings.get("password_policy_require_uppercase", True) is not False,
+        require_lowercase=general_settings.get("password_policy_require_lowercase", True) is not False,
+        require_numbers=general_settings.get("password_policy_require_numbers", True) is not False,
+        require_special_characters=(
+            general_settings.get("password_policy_require_special_characters", True) is not False
+        ),
+    )
+
+
+def _policy_violations(password: str, policy: PasswordPolicy) -> tuple[str, ...]:
+    checks: Final = (
+        (len(password) < policy.min_length, f"be at least {policy.min_length} characters long"),
+        (policy.require_uppercase and not _has_uppercase(password), "include an uppercase letter"),
+        (policy.require_lowercase and not _has_lowercase(password), "include a lowercase letter"),
+        (policy.require_numbers and not _has_digit(password), "include a number"),
+        (policy.require_special_characters and not _has_special_character(password), "include a special character"),
+    )
+    return tuple(message for failed, message in checks if failed)
+
+
+def validate_password_policy(password: str, general_settings: Mapping[str, object]) -> None:
+    """Raise ``ProxyException`` (400) if ``password`` fails the configured policy."""
+    policy: Final = get_password_policy(general_settings)
+    violations: Final = _policy_violations(password, policy)
+    if not violations:
+        return
+    raise ProxyException(
+        message="Password does not meet the required policy: must " + ", ".join(violations) + ".",
+        type=ProxyErrorTypes.validation_error,
+        param="password",
+        code=400,
+    )
diff --git a/litellm/proxy/client/cli/README.md b/litellm/proxy/client/cli/README.md
index 3ddce35b53d..47355f328dd 100644
--- a/litellm/proxy/client/cli/README.md
+++ b/litellm/proxy/client/cli/README.md
@@ -489,7 +489,7 @@ lite codex exec "summarize the repo"
 
 Each command resolves your LiteLLM key (logging in via SSO when none is stored and you are at a terminal; otherwise it expects `LITELLM_PROXY_API_KEY` or `--api-key`), checks the key against the proxy so bad credentials fail immediately instead of deep inside the agent, exports the environment variables the agent reads, then replaces itself with the agent process.
 
-The right variables are picked per agent. Claude Code gets `ANTHROPIC_BASE_URL` (the proxy root, so it appends `/v1/messages`) and `ANTHROPIC_AUTH_TOKEN`, with any stray `ANTHROPIC_API_KEY` cleared so the proxy token wins, and `ENABLE_TOOL_SEARCH=true` (unless you already set it) so Claude Code keeps tool search on even though the base URL is a proxy rather than a first-party Anthropic host. Codex and OpenCode get `OPENAI_BASE_URL` (the proxy plus `/v1`) and `OPENAI_API_KEY`. Codex ignores `OPENAI_BASE_URL`, so it is additionally pointed at the proxy through a custom provider passed as `-c` config overrides (HTTP/SSE Responses transport, since the proxy does not speak the Responses WebSocket protocol).
+The right variables are picked per agent. Claude Code gets `ANTHROPIC_BASE_URL` (the proxy root, so it appends `/v1/messages`) and `ANTHROPIC_AUTH_TOKEN`, with any stray `ANTHROPIC_API_KEY` cleared so the proxy token wins, and `ENABLE_TOOL_SEARCH=true` (unless you already set it) so Claude Code keeps tool search on even though the base URL is a proxy rather than a first-party Anthropic host. It also gets `CLAUDE_CODE_ENABLE_GATEWAY_MODEL_DISCOVERY=1` (again unless you already set it) so Claude Code v2.1.129+ fills its `/model` picker from the proxy's `/v1/models`; Claude Code only lists entries whose id contains `claude` or `anthropic`, and older versions ignore the variable. Export it as `0` to turn discovery off. Codex and OpenCode get `OPENAI_BASE_URL` (the proxy plus `/v1`) and `OPENAI_API_KEY`. Codex ignores `OPENAI_BASE_URL`, so it is additionally pointed at the proxy through a custom provider passed as `-c` config overrides (HTTP/SSE Responses transport, since the proxy does not speak the Responses WebSocket protocol).
 
 Options (these belong to the wrapper, so put them before the agent's own flags):
 
@@ -505,7 +505,7 @@ The credential is short-lived by design (default 24h, configurable via `LITELLM_
 
 ### Route Every Claude Code Session Through the Proxy
 
-`lite claude` wraps a single invocation, but `lite up` goes further: it patches `~/.claude/settings.json`, Claude Code's own config file, so that every Claude Code session started afterward -- from any terminal, launched normally with just `claude`, no wrapper needed -- routes through your LiteLLM proxy. It sets `env.ANTHROPIC_BASE_URL` to the proxy URL, `env.ENABLE_TOOL_SEARCH` to `true` when that key is missing, and `apiKeyHelper` to a `lite auth print-token` invocation, drops any stray static `ANTHROPIC_API_KEY` so the helper-issued token wins, and leaves every other setting in the file untouched. It backs up the original file before patching it.
+`lite claude` wraps a single invocation, but `lite up` goes further: it patches `~/.claude/settings.json`, Claude Code's own config file, so that every Claude Code session started afterward -- from any terminal, launched normally with just `claude`, no wrapper needed -- routes through your LiteLLM proxy. It sets `env.ANTHROPIC_BASE_URL` to the proxy URL, `env.ENABLE_TOOL_SEARCH` to `true` and `env.CLAUDE_CODE_ENABLE_GATEWAY_MODEL_DISCOVERY` to `1` when those keys are missing, and `apiKeyHelper` to a `lite auth print-token` invocation, drops any stray static `ANTHROPIC_API_KEY` so the helper-issued token wins, and leaves every other setting in the file untouched. It backs up the original file before patching it.
 
 Two things need to already be true: you've run `lite login` (or `lite login --pkce`, whose key the helper renews on its own), since the apiKeyHelper depends on that stored token, and the proxy is already reachable, since `lite up` does not start one for you.
 
@@ -529,7 +529,7 @@ Cursor is not supported: it has no equivalent file-based config to hot-patch thi
 lite --base-url https://your-proxy.example.com login --config-claude
 ```
 
-It writes the same settings `lite up` does, `env.ANTHROPIC_BASE_URL`, `env.ENABLE_TOOL_SEARCH`, and `apiKeyHelper`, but persistently: there is no backup, nothing to restore, and no foreground process to keep alive. Every other key in `~/.claude/settings.json` is preserved, the file is created if it does not exist, and it is written atomically with owner-only permissions. Plain `lite login` is unchanged; nothing happens to your Claude Code config unless you pass the flag.
+It writes the same settings `lite up` does, `env.ANTHROPIC_BASE_URL`, `env.ENABLE_TOOL_SEARCH`, `env.CLAUDE_CODE_ENABLE_GATEWAY_MODEL_DISCOVERY`, and `apiKeyHelper`, but persistently: there is no backup, nothing to restore, and no foreground process to keep alive. Every other key in `~/.claude/settings.json` is preserved, the file is created if it does not exist, and it is written atomically with owner-only permissions. Plain `lite login` is unchanged; nothing happens to your Claude Code config unless you pass the flag.
 
 Because the credential is reached through `apiKeyHelper` rather than copied into the file, a later `lite login` refreshes it with no further action: Claude Code re-runs the helper on every request and picks up whatever token the most recent login stored. Nothing secret is written to `settings.json`.
 
diff --git a/litellm/proxy/client/cli/commands/agents.py b/litellm/proxy/client/cli/commands/agents.py
index 45e05d353fb..baa21996c7e 100644
--- a/litellm/proxy/client/cli/commands/agents.py
+++ b/litellm/proxy/client/cli/commands/agents.py
@@ -9,12 +9,15 @@ import click
 import requests
 
 from .auth import context_secret_vault, get_stored_api_key, login
+from .cmd_quoting import quote_for_cmd
 
 ANTHROPIC_BASE_URL_ENV: Final = "ANTHROPIC_BASE_URL"
 ANTHROPIC_AUTH_TOKEN_ENV: Final = "ANTHROPIC_AUTH_TOKEN"
 ANTHROPIC_API_KEY_ENV: Final = "ANTHROPIC_API_KEY"
 ENABLE_TOOL_SEARCH_ENV: Final = "ENABLE_TOOL_SEARCH"
 ENABLE_TOOL_SEARCH_VALUE: Final = "true"
+ENABLE_GATEWAY_MODEL_DISCOVERY_ENV: Final = "CLAUDE_CODE_ENABLE_GATEWAY_MODEL_DISCOVERY"
+ENABLE_GATEWAY_MODEL_DISCOVERY_VALUE: Final = "1"
 OPENAI_BASE_URL_ENV: Final = "OPENAI_BASE_URL"
 OPENAI_API_KEY_ENV: Final = "OPENAI_API_KEY"
 
@@ -66,7 +69,9 @@ def build_agent_env(
     Anthropic key cannot win over the bearer token we set. ENABLE_TOOL_SEARCH
     defaults to true because Claude Code turns tool search off when
     ANTHROPIC_BASE_URL is not a first-party Anthropic host; a value already in
-    the environment is left alone.
+    the environment is left alone. CLAUDE_CODE_ENABLE_GATEWAY_MODEL_DISCOVERY
+    defaults to 1 so Claude Code (v2.1.129+) fills its /model picker from the
+    proxy's /v1/models; likewise left alone when already set.
     """
     env: Final = dict(base_env)
     root: Final = base_url.rstrip("/")
@@ -76,6 +81,8 @@ def build_agent_env(
         env.pop(ANTHROPIC_API_KEY_ENV, None)
         if ENABLE_TOOL_SEARCH_ENV not in env:
             env[ENABLE_TOOL_SEARCH_ENV] = ENABLE_TOOL_SEARCH_VALUE
+        if ENABLE_GATEWAY_MODEL_DISCOVERY_ENV not in env:
+            env[ENABLE_GATEWAY_MODEL_DISCOVERY_ENV] = ENABLE_GATEWAY_MODEL_DISCOVERY_VALUE
     if PROFILE_OPENAI in profiles:
         env[OPENAI_BASE_URL_ENV] = root + "/v1"
         env[OPENAI_API_KEY_ENV] = api_key
@@ -151,31 +158,9 @@ def verify_proxy_key(
 
 
 _WINDOWS_SHIM_SUFFIXES: Final[frozenset[str]] = frozenset({".cmd", ".bat"})
-_CMD_PERCENT_GUARD: Final = "%%cd:~,%"
 _CMD_LINE_BREAKS: Final = ("\r", "\n")
 
 
-def _double_trailing_backslashes(segment: str) -> str:
-    bare: Final = segment.rstrip("\\")
-    return bare + "\\" * 2 * (len(segment) - len(bare))
-
-
-def _quote_for_cmd(token: str) -> str:
-    """Quote one token so both parsers that read it see the original text.
-
-    Follows the algorithm the Rust standard library settled on for batch files
-    after CVE-2024-24576. Two parsers see this token: cmd.exe, which ends a
-    quoted string on a lone `"` and so wants an embedded one doubled, and the
-    shim's own interpreter, which re-splits `%*` under C runtime rules where a
-    backslash escapes the quote that follows it, so every backslash run standing
-    before a quote is doubled. Quoting cannot stop cmd expanding `%VAR%`, so each
-    `%` is prefixed with `%%cd:~,`: the zero-length substring of the always
-    defined `cd` expands to nothing and leaves no `%` pair for cmd to match.
-    """
-    escaped: Final = '""'.join(_double_trailing_backslashes(part) for part in token.split('"'))
-    return '"' + escaped.replace("%", _CMD_PERCENT_GUARD) + '"'
-
-
 def _windows_command(path: str, args: Sequence[str]) -> str | tuple[str, ...]:
     """Build what CreateProcess runs, routing batch shims through cmd.exe.
 
@@ -202,7 +187,7 @@ def _windows_command(path: str, args: Sequence[str]) -> str | tuple[str, ...]:
             f"Cannot pass an argument containing a line break to `{os.path.basename(path)}` on "
             "Windows: cmd.exe ends the command line there, so the agent would silently lose it."
         )
-    inner: Final = " ".join(_quote_for_cmd(token) for token in (path, *rest))
+    inner: Final = " ".join(quote_for_cmd(token) for token in (path, *rest))
     return f'cmd.exe /d /e:on /v:off /s /c "{inner}"'
 
 
diff --git a/litellm/proxy/client/cli/commands/auth.py b/litellm/proxy/client/cli/commands/auth.py
index 2fad9f933c1..a96d3fb9c85 100644
--- a/litellm/proxy/client/cli/commands/auth.py
+++ b/litellm/proxy/client/cli/commands/auth.py
@@ -100,9 +100,10 @@ class CliPollData(TypedDict, total=False):
 
 
 class CliSsoStartData(TypedDict):
-    login_id: str
-    poll_secret: str
-    user_code: str
+    login_id: ReadOnly[str]
+    poll_secret: ReadOnly[str]
+    user_code: ReadOnly[str]
+    verification_uri_complete: ReadOnly[NotRequired[str]]
 
 
 class CliAuthResult(TypedDict):
@@ -860,11 +861,22 @@ def login(ctx: click.Context, config_claude: bool, pkce: bool) -> None:
         poll_secret: Final = cli_sso_flow["poll_secret"]
         user_code: Final = cli_sso_flow["user_code"]
 
-        sso_url = f"{base_url}/sso/key/generate?" + urlencode({"source": LITELLM_CLI_SOURCE_IDENTIFIER, "key": key_id})
+        browser_prefills_code: Final = isinstance(cli_sso_flow.get("verification_uri_complete"), str)
+        sso_url: Final = f"{base_url}/sso/key/generate?" + urlencode(
+            (
+                ("source", LITELLM_CLI_SOURCE_IDENTIFIER),
+                ("key", key_id),
+                *((("user_code", user_code),) if browser_prefills_code else ()),
+            )
+        )
 
         click.echo(f"Opening browser to: {sso_url}")
         click.echo("Please complete the SSO authentication in your browser...")
-        click.echo(f"Verification code: {user_code}")
+        click.echo(
+            f"Verification code: {user_code} (pre-filled in the browser, check it matches)"
+            if browser_prefills_code
+            else f"Verification code: {user_code}"
+        )
         click.echo(f"Session ID: {key_id}")
 
         # Open browser
diff --git a/litellm/proxy/client/cli/commands/claude_settings.py b/litellm/proxy/client/cli/commands/claude_settings.py
index ea1fa019c83..5e3ce95f088 100644
--- a/litellm/proxy/client/cli/commands/claude_settings.py
+++ b/litellm/proxy/client/cli/commands/claude_settings.py
@@ -8,6 +8,7 @@ live here rather than in either command module.
 
 import shlex
 import shutil
+import sys
 from collections.abc import Mapping, Sequence
 from dataclasses import dataclass
 from pathlib import Path
@@ -17,12 +18,16 @@ from pydantic import JsonValue, TypeAdapter, ValidationError
 
 from litellm.litellm_core_utils.private_json import write_private_json
 
+from .cmd_quoting import quote_for_cmd
+
 ENV_KEY: Final = "env"
 API_KEY_HELPER_KEY: Final = "apiKeyHelper"
 ANTHROPIC_BASE_URL_KEY: Final = "ANTHROPIC_BASE_URL"
 ANTHROPIC_API_KEY_KEY: Final = "ANTHROPIC_API_KEY"
 ENABLE_TOOL_SEARCH_KEY: Final = "ENABLE_TOOL_SEARCH"
 ENABLE_TOOL_SEARCH_VALUE: Final = "true"
+ENABLE_GATEWAY_MODEL_DISCOVERY_KEY: Final = "CLAUDE_CODE_ENABLE_GATEWAY_MODEL_DISCOVERY"
+ENABLE_GATEWAY_MODEL_DISCOVERY_VALUE: Final = "1"
 
 CLAUDE_SETTINGS_PATH: Final = Path.home() / ".claude" / "settings.json"
 BACKUP_PATH: Final = Path.home() / ".litellm" / "claude_settings_backup.json"
@@ -74,22 +79,28 @@ def merge_claude_settings(
     stray env.ANTHROPIC_API_KEY is dropped so it cannot outrank the helper-issued
     token (same reasoning as build_agent_env in agents.py). ENABLE_TOOL_SEARCH
     defaults to true because Claude Code turns tool search off when
-    ANTHROPIC_BASE_URL is not a first-party Anthropic host; an existing value is
-    left alone. Every other key is preserved untouched.
+    ANTHROPIC_BASE_URL is not a first-party Anthropic host, and
+    CLAUDE_CODE_ENABLE_GATEWAY_MODEL_DISCOVERY defaults to 1 so the /model picker
+    is filled from the proxy's /v1/models; existing values of both are left
+    alone. Every other key is preserved untouched.
     """
     raw_env: Final = settings.get(ENV_KEY, {})
     base_env: Final = raw_env if isinstance(raw_env, dict) else {}
     env: Final = {
         ENABLE_TOOL_SEARCH_KEY: ENABLE_TOOL_SEARCH_VALUE,
+        ENABLE_GATEWAY_MODEL_DISCOVERY_KEY: ENABLE_GATEWAY_MODEL_DISCOVERY_VALUE,
         **{key: value for key, value in base_env.items() if key != ANTHROPIC_API_KEY_KEY},
         ANTHROPIC_BASE_URL_KEY: base_url.rstrip("/"),
     }
     return {**settings, ENV_KEY: env, API_KEY_HELPER_KEY: api_key_helper}
 
 
-def resolve_api_key_helper(base_url: str) -> str:
+def resolve_api_key_helper(base_url: str, platform: str = sys.platform) -> str:
     """Build the shell command Claude Code should run for its apiKeyHelper.
 
+    Claude Code hands the string to the system shell, `sh` on POSIX and cmd.exe
+    on Windows, so every token is quoted for the shell that will read it.
+
     Resolves `lite` to an absolute path so the helper works regardless of the
     PATH visible to whatever subprocess Claude Code spawns it from. Passing
     --base-url explicitly (rather than relying on the bare invocation Claude
@@ -106,7 +117,8 @@ def resolve_api_key_helper(base_url: str) -> str:
         raise ClaudeSettingsError(
             "Could not find `lite` on your PATH. Claude Code's apiKeyHelper needs an absolute path to it."
         )
-    return f"{shlex.quote(lite_path)} --base-url {shlex.quote(base_url)} auth print-token"
+    quote: Final = quote_for_cmd if platform.startswith("win") else shlex.quote
+    return " ".join(quote(token) for token in (lite_path, "--base-url", base_url, "auth", "print-token"))
 
 
 def write_claude_settings(base_url: str, settings_path: Path, owners: Sequence[SettingsFileOwner]) -> None:
@@ -149,6 +161,8 @@ __all__ = (
     "AUTOROUTE_BACKUP_PATH",
     "BACKUP_PATH",
     "CLAUDE_SETTINGS_PATH",
+    "ENABLE_GATEWAY_MODEL_DISCOVERY_KEY",
+    "ENABLE_GATEWAY_MODEL_DISCOVERY_VALUE",
     "ENABLE_TOOL_SEARCH_KEY",
     "ENABLE_TOOL_SEARCH_VALUE",
     "ENV_KEY",
diff --git a/litellm/proxy/client/cli/commands/cmd_quoting.py b/litellm/proxy/client/cli/commands/cmd_quoting.py
new file mode 100644
index 00000000000..efd6d584527
--- /dev/null
+++ b/litellm/proxy/client/cli/commands/cmd_quoting.py
@@ -0,0 +1,26 @@
+"""Quoting for command lines that cmd.exe reads before handing them to a program."""
+
+from typing import Final
+
+_CMD_PERCENT_GUARD: Final = "%%cd:~,%"
+
+
+def _double_trailing_backslashes(segment: str) -> str:
+    bare: Final = segment.rstrip("\\")
+    return bare + "\\" * 2 * (len(segment) - len(bare))
+
+
+def quote_for_cmd(token: str) -> str:
+    """Quote one token so both parsers that read it see the original text.
+
+    Follows the algorithm the Rust standard library settled on for batch files
+    after CVE-2024-24576. Two parsers see this token: cmd.exe, which ends a
+    quoted string on a lone `"` and so wants an embedded one doubled, and the
+    program's own C runtime argv split, where a backslash escapes the quote that
+    follows it, so every backslash run standing before a quote is doubled.
+    Quoting cannot stop cmd expanding `%VAR%`, so each `%` is prefixed with
+    `%%cd:~,`: the zero-length substring of the always defined `cd` expands to
+    nothing and leaves no `%` pair for cmd to match.
+    """
+    escaped: Final = '""'.join(_double_trailing_backslashes(part) for part in token.split('"'))
+    return '"' + escaped.replace("%", _CMD_PERCENT_GUARD) + '"'
diff --git a/litellm/proxy/common_request_processing.py b/litellm/proxy/common_request_processing.py
index 1d860b02875..fc83c1ddeed 100644
--- a/litellm/proxy/common_request_processing.py
+++ b/litellm/proxy/common_request_processing.py
@@ -3,7 +3,6 @@ import contextlib
 import json
 import logging
 import math
-import traceback
 from collections.abc import AsyncGenerator, Awaitable, Callable, Coroutine, Mapping, Sequence
 from datetime import datetime
 from functools import lru_cache
@@ -18,7 +17,7 @@ from fastapi.responses import JSONResponse, Response, StreamingResponse
 from starlette.types import Receive, Scope, Send
 
 import litellm
-from litellm._logging import _redact_string, verbose_proxy_logger
+from litellm._logging import redact_internal_details_from_client_message, verbose_proxy_logger
 from litellm._uuid import uuid
 from litellm.constants import (
     DD_TRACER_STREAMING_CHUNK_YIELD_RESOURCE,
@@ -176,6 +175,9 @@ if TYPE_CHECKING:
     ProxyConfig = _ProxyConfig
 else:
     ProxyConfig = Any
+from litellm.proxy.anthropic_endpoints.streaming_model_restamp import (
+    AnthropicStreamModelRestamper,
+)
 from litellm.proxy.litellm_pre_call_utils import (
     add_litellm_data_to_request,
     refresh_proxy_server_request_body_snapshot,
@@ -2490,6 +2492,9 @@ class ProxyBaseLLMRequestProcessing:
                             request_data=self.data,
                             proxy_logging_obj=proxy_logging_obj,
                             request=request,
+                            restamp_model=(
+                                None if _should_return_raw_model_name(self.data) else requested_model_from_client
+                            ),
                         )
                         return await create_response(
                             generator=wrap_sse_stream_with_keepalive_pings(
@@ -3411,7 +3416,7 @@ class ProxyBaseLLMRequestProcessing:
         else:
             _code = status.HTTP_500_INTERNAL_SERVER_ERROR
         raise ProxyException(
-            message=getattr(e, "message", error_msg),
+            message=redact_internal_details_from_client_message(getattr(e, "message", error_msg)),
             type=getattr(e, "type", "None"),
             param=getattr(e, "param", "None"),
             openai_code=getattr(e, "code", None),
@@ -3442,6 +3447,16 @@ class ProxyBaseLLMRequestProcessing:
         else:
             return chunk
 
+    @staticmethod
+    def _sse_chunk_serializer(restamper: AnthropicStreamModelRestamper | None) -> StreamChunkSerializer:
+        if restamper is None:
+            return ProxyBaseLLMRequestProcessing.return_sse_chunk
+
+        def serialize(chunk: object) -> str:
+            return ProxyBaseLLMRequestProcessing.return_sse_chunk(restamper.process(chunk))
+
+        return serialize
+
     @staticmethod
     async def _finalize_streaming_generator_cleanup(
         request: Request | None,
@@ -3502,11 +3517,16 @@ class ProxyBaseLLMRequestProcessing:
         serialize_chunk: StreamChunkSerializer,
         serialize_error: StreamErrorSerializer,
         request: Request | None = None,
+        flush_tail: Callable[[], bytes] | None = None,
     ) -> AsyncGenerator[str, None]:
         """
         Shared streaming data generator: runs proxy iterator hook, per-chunk hook,
         cost injection, then yields chunks via serialize_chunk; on exception runs
         failure hook and yields via serialize_error. Use for SSE or NDJSON.
+
+        ``flush_tail`` runs once after the upstream iterator completes cleanly and
+        its non-empty result is yielded, so a serializer that buffers bytes across
+        chunks can emit anything still held at end of stream.
         """
         verbose_proxy_logger.debug("inside generator")
         # Resolve per-stream (not per-chunk) whether the heavy per-chunk path
@@ -3569,6 +3589,9 @@ class ProxyBaseLLMRequestProcessing:
                 # so it must not suppress that refund.
                 delivered_chunk = delivered_chunk or chunk != STREAM_SSE_KEEPALIVE_PING_BYTES
                 yield serialize_chunk(chunk)
+            held_tail: Final = flush_tail() if flush_tail is not None else b""
+            if held_tail:
+                yield serialize_chunk(held_tail)
             stream_completed = True
         except (asyncio.CancelledError, GeneratorExit):
             # Client disconnected mid-stream. CancelledError / GeneratorExit
@@ -3579,8 +3602,7 @@ class ProxyBaseLLMRequestProcessing:
             # billing and release exactly once. This is the outermost generator
             # Starlette closes on disconnect, so the nested iterator hook (which
             # only sees GeneratorExit on GC) cannot own the refund.
-            if not stream_completed:
-                client_disconnected = True
+            client_disconnected = not stream_completed
             if not delivered_chunk and not _withheld_provider_output(response):
                 from litellm.proxy.spend_tracking.budget_reservation import (
                     release_budget_reservation_on_cancel,
@@ -3606,10 +3628,8 @@ class ProxyBaseLLMRequestProcessing:
 
             if isinstance(e, HTTPException):
                 raise e
-            error_traceback: Final = _redact_string(traceback.format_exc())
-            error_msg: Final = f"{e}\n\n{error_traceback}"
             proxy_exception: Final = ProxyException(
-                message=getattr(e, "message", error_msg),
+                message=redact_internal_details_from_client_message(getattr(e, "message", str(e))),
                 type=getattr(e, "type", "None"),
                 param=getattr(e, "param", "None"),
                 code=getattr(e, "status_code", 500),
@@ -3634,6 +3654,7 @@ class ProxyBaseLLMRequestProcessing:
         request_data: dict,
         proxy_logging_obj: ProxyLogging,
         request: Request | None = None,
+        restamp_model: str | None = None,
     ) -> AsyncGenerator[str, None]:
         """
         Anthropic /messages and Google /generateContent streaming data generator require SSE events.
@@ -3642,17 +3663,23 @@ class ProxyBaseLLMRequestProcessing:
         SSE serializers directly (rather than re-wrapping it in another
         ``async for: yield`` trampoline), so a streamed chunk traverses one
         fewer async-generator layer / coroutine resume on the hot path.
+
+        ``restamp_model`` publishes that name on the Anthropic ``message_start``
+        event in place of the provider's model, matching what the non-streaming
+        response reports.
         """
+        restamper: Final = AnthropicStreamModelRestamper(restamp_model) if restamp_model else None
         return ProxyBaseLLMRequestProcessing.async_streaming_data_generator(
             response=response,
             user_api_key_dict=user_api_key_dict,
             request_data=request_data,
             proxy_logging_obj=proxy_logging_obj,
-            serialize_chunk=ProxyBaseLLMRequestProcessing.return_sse_chunk,
+            serialize_chunk=ProxyBaseLLMRequestProcessing._sse_chunk_serializer(restamper),
             serialize_error=lambda proxy_exc: (
                 f"{STREAM_SSE_DATA_PREFIX}{json.dumps({'error': proxy_exc.to_dict()})}\n\n"
             ),
             request=request,
+            flush_tail=None if restamper is None else restamper.flush,
         )
 
     @overload
diff --git a/litellm/proxy/common_utils/model_listing_utils.py b/litellm/proxy/common_utils/model_listing_utils.py
index 9fd24162f7e..213a697b3dd 100644
--- a/litellm/proxy/common_utils/model_listing_utils.py
+++ b/litellm/proxy/common_utils/model_listing_utils.py
@@ -10,13 +10,36 @@ legacy internal names with `general_settings.use_team_public_model_name: false`.
 
 from __future__ import annotations
 
-from collections.abc import Mapping
+from collections.abc import Mapping, Sequence
+from types import MappingProxyType
 from typing import TYPE_CHECKING, Final, cast
 
 if TYPE_CHECKING:
     from litellm.router import Router
 
 
+def configured_display_names(
+    entries: Sequence[tuple[str, str]],
+    llm_router: Router | None,
+) -> Mapping[str, str]:
+    """response_id -> configured `model_info.display_name` for the listing entries
+    that have one.
+
+    Metadata is looked up by each entry's internal lookup id (so team-scoped rows
+    resolve), while the returned map is keyed by the public response id the
+    Anthropic-shaped listing is built from. Entries without a configured name are
+    omitted so the listing falls back to the id itself.
+    """
+    if llm_router is None:
+        return MappingProxyType({})
+    resolved: Final = (
+        (response_id, llm_router.get_configured_display_name(lookup_id)) for response_id, lookup_id in entries
+    )
+    return MappingProxyType(
+        {response_id: display_name for response_id, display_name in resolved if display_name is not None}
+    )
+
+
 class TeamModelNameTranslator:
     """Translates internal team routing keys to their public names for the model
     listing/retrieve responses. Stateless; the live router and general_settings
diff --git a/litellm/proxy/common_utils/reset_budget_job.py b/litellm/proxy/common_utils/reset_budget_job.py
index 1682cf12f4e..47f69732e95 100644
--- a/litellm/proxy/common_utils/reset_budget_job.py
+++ b/litellm/proxy/common_utils/reset_budget_job.py
@@ -7,7 +7,9 @@ from dataclasses import dataclass, field
 from datetime import datetime, timedelta, timezone
 from enum import Enum
 from types import MappingProxyType
-from typing import Final, Literal, Protocol, TypeVar, assert_never
+from typing import Final, Literal, Protocol, TypeVar
+
+from typing_extensions import assert_never
 
 import litellm
 from litellm._logging import verbose_proxy_logger
diff --git a/litellm/proxy/common_utils/semantic_text_index.py b/litellm/proxy/common_utils/semantic_text_index.py
new file mode 100644
index 00000000000..0820459af49
--- /dev/null
+++ b/litellm/proxy/common_utils/semantic_text_index.py
@@ -0,0 +1,142 @@
+"""Embedding-similarity ranking over short texts with a per-model vector cache, shared by agent search and MCP tool search."""
+
+from __future__ import annotations
+
+import math
+from collections.abc import Awaitable, Mapping, Sequence
+from dataclasses import dataclass
+from itertools import chain
+from types import MappingProxyType
+from typing import TYPE_CHECKING, Final, Protocol, TypeAlias
+
+from openai import OpenAIError
+from pydantic import BaseModel, ConfigDict
+
+from litellm.exceptions import BudgetExceededError
+
+if TYPE_CHECKING:
+    from litellm.proxy._types import UserAPIKeyAuth
+    from litellm.router import Router
+
+Vector: TypeAlias = tuple[float, ...]
+
+
+class Embedder(Protocol):
+    def __call__(self, texts: Sequence[str]) -> Awaitable[Sequence[Vector]]: ...
+
+
+@dataclass(frozen=True, slots=True)
+class EmbeddingFailed:
+    reason: str
+
+
+class _EmbeddingItem(BaseModel):
+    model_config = ConfigDict(frozen=True, extra="ignore")
+
+    embedding: tuple[float, ...]
+
+
+class _EmbeddingData(BaseModel):
+    model_config = ConfigDict(frozen=True, extra="ignore")
+
+    data: tuple[_EmbeddingItem, ...]
+
+
+def cosine_similarity(left: Vector, right: Vector) -> float:
+    dot: Final = sum(a * b for a, b in zip(left, right, strict=True))
+    norms: Final = math.sqrt(sum(a * a for a in left)) * math.sqrt(sum(b * b for b in right))
+    return dot / norms if norms else 0.0
+
+
+def embedding_spend_metadata(user_api_key_dict: UserAPIKeyAuth) -> dict[str, object]:  # mutable-ok: router mutates it
+    from litellm.proxy.litellm_pre_call_utils import LiteLLMProxyRequestSetup
+
+    return {  # mutable-ok: the router mutates the metadata dict it is handed
+        **LiteLLMProxyRequestSetup.get_sanitized_user_information_from_key(user_api_key_dict),
+        "user_api_key": user_api_key_dict.api_key,
+    }
+
+
+def router_embedder(router: Router, embedding_model: str, user_api_key_dict: UserAPIKeyAuth) -> Embedder:
+    async def embed(texts: Sequence[str]) -> Sequence[Vector]:
+        batch: Final = list(texts)  # mutable-ok: Router.aembedding accepts only str | list input
+        response: Final = await router.aembedding(
+            model=embedding_model, input=batch, metadata=embedding_spend_metadata(user_api_key_dict)
+        )
+        return tuple(item.embedding for item in _EmbeddingData.model_validate(response.model_dump()).data)
+
+    return embed
+
+
+_NO_VECTORS: Final[Mapping[str, Vector]] = MappingProxyType({})
+
+
+async def _embed_all(embed: Embedder, texts: Sequence[str]) -> tuple[Vector, ...] | EmbeddingFailed:
+    try:
+        vectors: Final = tuple(await embed(texts))
+    except (OpenAIError, ValueError, BudgetExceededError) as exc:
+        return EmbeddingFailed(reason=f"embedding the search query failed: {exc}")
+    if len(vectors) != len(texts):
+        return EmbeddingFailed(reason=f"embedding model returned {len(vectors)} vectors for {len(texts)} inputs")
+    return vectors
+
+
+@dataclass(frozen=True, slots=True)
+class _Embedded:
+    query_vector: Vector
+    vectors: Mapping[str, Vector]
+
+
+def _same_dimension(query_vector: Vector, vectors: Mapping[str, Vector], texts: Sequence[str]) -> bool:
+    return all(len(vectors[text]) == len(query_vector) for text in texts)
+
+
+async def _embed_query_and_texts(
+    embed: Embedder, query: str, texts: Sequence[str], cached: Mapping[str, Vector]
+) -> _Embedded | EmbeddingFailed:
+    missing: Final = tuple(dict.fromkeys(text for text in texts if text not in cached))
+    embedded: Final = await _embed_all(embed, (query, *missing))
+    if isinstance(embedded, EmbeddingFailed):
+        return embedded
+    vectors: Final = MappingProxyType(dict(chain(cached.items(), zip(missing, embedded[1:], strict=True))))
+    if _same_dimension(embedded[0], vectors, texts):
+        return _Embedded(query_vector=embedded[0], vectors=vectors)
+    unique: Final = tuple(dict.fromkeys(texts))
+    reembedded: Final = await _embed_all(embed, (query, *unique))
+    if isinstance(reembedded, EmbeddingFailed):
+        return reembedded
+    return _Embedded(
+        query_vector=reembedded[0], vectors=MappingProxyType(dict(zip(unique, reembedded[1:], strict=True)))
+    )
+
+
+class SemanticTextIndex:
+    """Caches one vector per distinct text per embedding model, so repeat searches only embed the query."""
+
+    def __init__(self) -> None:
+        self._vectors: Mapping[str, Mapping[str, Vector]] = MappingProxyType({})
+
+    def _merged(self, embedding_model: str, embedded: _Embedded) -> Mapping[str, Vector]:
+        kept: Final = MappingProxyType(
+            {
+                text: vector
+                for text, vector in self._vectors.get(embedding_model, _NO_VECTORS).items()
+                if len(vector) == len(embedded.query_vector)
+            }
+        )
+        return MappingProxyType({**kept, **embedded.vectors})
+
+    async def scores(
+        self, query: str, texts: Sequence[str], embed: Embedder, embedding_model: str
+    ) -> tuple[float, ...] | EmbeddingFailed:
+        """Cosine similarity of `query` to each entry of `texts`, in the same order."""
+        if not texts:
+            return ()
+        cached: Final = self._vectors.get(embedding_model, _NO_VECTORS)
+        embedded: Final = await _embed_query_and_texts(embed, query, texts, cached)
+        if isinstance(embedded, EmbeddingFailed):
+            return embedded
+        if not _same_dimension(embedded.query_vector, embedded.vectors, texts):
+            return EmbeddingFailed(reason=f"embedding model {embedding_model} returned vectors of mixed dimensions")
+        self._vectors = MappingProxyType({**self._vectors, embedding_model: self._merged(embedding_model, embedded)})
+        return tuple(cosine_similarity(embedded.query_vector, embedded.vectors[text]) for text in texts)
diff --git a/litellm/proxy/container_endpoints/endpoints.py b/litellm/proxy/container_endpoints/endpoints.py
index 4a088140725..eaa3db336a9 100644
--- a/litellm/proxy/container_endpoints/endpoints.py
+++ b/litellm/proxy/container_endpoints/endpoints.py
@@ -208,7 +208,7 @@ async def list_containers(
 
     # Read query parameters
     query_params: Final = dict(request.query_params)
-    data: Final[dict[str, Any]] = {"query_params": query_params}
+    data: Final[dict[str, Any]] = {"query_params": query_params, "model": query_params.get("model")}
 
     # Extract custom_llm_provider using priority chain
     custom_llm_provider: Final = (
diff --git a/litellm/proxy/credential_endpoints/endpoints.py b/litellm/proxy/credential_endpoints/endpoints.py
index dc193cb8523..66789748707 100644
--- a/litellm/proxy/credential_endpoints/endpoints.py
+++ b/litellm/proxy/credential_endpoints/endpoints.py
@@ -135,7 +135,7 @@ async def get_credentials(
         ]
         return {"success": True, "credentials": masked_credentials}
     except Exception as e:
-        return handle_exception_on_proxy(e)
+        raise handle_exception_on_proxy(e)
 
 
 @router.get(
@@ -239,13 +239,18 @@ async def delete_credential(
                 status_code=500,
                 detail={"error": CommonProxyErrors.db_not_connected_error.value},
             )
-        await CredentialsRepository(prisma_client).delete_by_name(credential_name)
+        deleted: Final = await CredentialsRepository(prisma_client).delete_by_name(credential_name)
+        if deleted is None:
+            raise HTTPException(
+                status_code=404,
+                detail="Credential not found. Got credential name: " + credential_name,
+            )
 
         ## DELETE FROM LITELLM ##
         litellm.credential_list = [cred for cred in litellm.credential_list if cred.credential_name != credential_name]
         return {"success": True, "message": "Credential deleted successfully"}
     except Exception as e:
-        return handle_exception_on_proxy(e)
+        raise handle_exception_on_proxy(e)
 
 
 def update_db_credential(
diff --git a/litellm/proxy/db/db_url_settings.py b/litellm/proxy/db/db_url_settings.py
index 1a39016b3a3..f28e505246a 100644
--- a/litellm/proxy/db/db_url_settings.py
+++ b/litellm/proxy/db/db_url_settings.py
@@ -82,10 +82,30 @@ CONNECTION_PARAM_KEYS: Final[frozenset[str]] = frozenset(
         "pool_timeout",
         "connect_timeout",
         "socket_timeout",
+        "max_idle_connection_lifetime",
         "pgbouncer",
     }
 )
 
+# Quaint never tests pooled connections on checkout and keeps them idle for
+# 300s by default, past many infra idle timeouts, so dead sockets surface as
+# `Error { kind: Closed }`. 60s recycles them first; explicit values win.
+DEFAULT_MAX_IDLE_CONNECTION_LIFETIME: Final = 60
+IDLE_LIFETIME_DEFAULT_PARAMS: Final[Mapping[str, int]] = MappingProxyType(
+    {"max_idle_connection_lifetime": DEFAULT_MAX_IDLE_CONNECTION_LIFETIME}
+)
+
+
+def idle_lifetime_params(configured: float | None) -> Mapping[str, str | int | float]:
+    """The `max_idle_connection_lifetime` to add to URLs that do not pin one.
+
+    Applied via ``add_missing_query_params`` so a URL-pinned value always wins,
+    whether the operator configured `database_max_idle_connection_lifetime` or not.
+    """
+    if configured is None:
+        return IDLE_LIFETIME_DEFAULT_PARAMS
+    return MappingProxyType({"max_idle_connection_lifetime": configured})
+
 
 def add_missing_query_params(url: str, params: Mapping[str, str | int | float]) -> str:
     """Return ``url`` with the ``params`` it does not already carry appended.
@@ -104,6 +124,42 @@ def add_missing_query_params(url: str, params: Mapping[str, str | int | float])
     return urllib.parse.urlunsplit(parsed._replace(query=query))
 
 
+LIBPQ_VERIFY_SSLMODES: Final[frozenset[str]] = frozenset({"verify-ca", "verify-full"})
+
+
+def translate_libpq_ssl_params(url: str) -> str:
+    """Rewrite libpq's certificate-verification params into Prisma's dialect.
+
+    Prisma's engine only knows ``sslmode=disable|prefer|require``, ``sslcert``
+    (the CA bundle) and ``sslaccept=strict``. It silently discards
+    ``sslrootcert`` and downgrades ``sslmode=verify-ca`` / ``verify-full`` to
+    ``prefer``, so a URL copied from libpq / RDS docs connects over TLS with no
+    certificate check at all. ``verify-ca`` and ``verify-full`` both become
+    ``require`` (Prisma has no CA-only mode), ``sslrootcert`` becomes
+    ``sslcert``, and either one turns on ``sslaccept=strict`` (chain and
+    hostname), matching libpq where a root cert makes ``require`` verify.
+    Prisma params the operator pinned themselves win; anything else is left
+    untouched.
+    """
+    parsed: Final = urllib.parse.urlsplit(url)
+    pairs: Final = tuple(urllib.parse.parse_qsl(parsed.query, keep_blank_values=True))
+    keys: Final = frozenset(key for key, _ in pairs)
+    wants_verify: Final = any(key == "sslmode" and value in LIBPQ_VERIFY_SSLMODES for key, value in pairs)
+    if not wants_verify and "sslrootcert" not in keys:
+        return url
+    translated: Final = tuple(
+        ("sslmode", "require") if key == "sslmode" and value in LIBPQ_VERIFY_SSLMODES else (key, value)
+        for key, value in pairs
+        if key != "sslrootcert"
+    )
+    root_cert: Final = tuple(
+        ("sslcert", value) for key, value in pairs if key == "sslrootcert" and "sslcert" not in keys
+    )
+    strict: Final = () if "sslaccept" in keys else (("sslaccept", "strict"),)
+    query: Final = urllib.parse.urlencode(translated + root_cert + strict)
+    return urllib.parse.urlunsplit(parsed._replace(query=query))
+
+
 def reader_shareable_params(params: Mapping[str, str | int | float]) -> Mapping[str, str | int | float]:
     """Return the subset of ``params`` the read replica is allowed to inherit."""
     return MappingProxyType({key: value for key, value in params.items() if key in CONNECTION_PARAM_KEYS})
@@ -383,6 +439,11 @@ class DatabaseURLSettings(BaseSettings):
         self._raise_for_unsupported_scheme()
         wrote_writer: Final = self.apply_writer_url_to_env()
 
+        for env_var in ("DATABASE_URL", "DIRECT_URL"):
+            url = os.environ.get(env_var)
+            if url:
+                os.environ[env_var] = translate_libpq_ssl_params(url)
+
         # DATABASE_DISABLE_PREPARED_STATEMENTS maps to Prisma's `pgbouncer=true`
         # URL param, same as the CLI's `database_disable_prepared_statements`
         # config key. An explicit `pgbouncer` value already on the URL wins.
@@ -398,7 +459,7 @@ class DatabaseURLSettings(BaseSettings):
         reader_url: Final = self.build_reader_url() or self.database_url_read_replica
         if reader_url is not None:
             os.environ["DATABASE_URL_READ_REPLICA"] = add_missing_query_params(
-                reader_url,
+                translate_libpq_ssl_params(reader_url),
                 connection_params_from_url(os.environ.get("DATABASE_URL", "")),
             )
 
diff --git a/litellm/proxy/db/exception_handler.py b/litellm/proxy/db/exception_handler.py
index 5502543b926..ef1c4a66203 100644
--- a/litellm/proxy/db/exception_handler.py
+++ b/litellm/proxy/db/exception_handler.py
@@ -1,4 +1,4 @@
-from collections.abc import Awaitable, Callable
+from collections.abc import Awaitable, Callable, Iterator
 from typing import Any, Final, TypeVar
 
 from litellm._logging import verbose_proxy_logger
@@ -9,10 +9,43 @@ from litellm.proxy._types import (
 )
 from litellm.secret_managers.main import str_to_bool
 
-# Bounds the __cause__/__context__ walk in is_database_service_unavailable_error_in_chain.
+# Bounds the __cause__/__context__ walk in find_database_service_unavailable_error_in_chain.
 # Real exception chains are a few links deep; the cap also makes the walk cycle-safe.
 _MAX_EXCEPTION_CHAIN_DEPTH: Final = 20
 
+_TRANSIENT_DB_UNAVAILABLE_MESSAGE: Final = (
+    "Service Unavailable, the authentication database is temporarily unreachable. Please retry shortly."
+)
+
+
+def _exception_chain(e: BaseException) -> Iterator[BaseException]:
+    current = e  # rebind-ok: advances one link per iteration of the bounded walk
+    for _ in range(_MAX_EXCEPTION_CHAIN_DEPTH):
+        yield current
+        following = current.__cause__ or current.__context__
+        if following is None:
+            return
+        current = following
+
+
+def _database_service_unavailable_errors(e: BaseException) -> tuple[Exception, ...]:
+    return tuple(
+        link
+        for link in _exception_chain(e)
+        if isinstance(link, Exception) and PrismaDBExceptionHandler.is_database_service_unavailable_error(link)
+    )
+
+
+def _exception_types(*candidates: object) -> tuple[type[BaseException], ...]:
+    """Keep only the real exception classes among ``candidates``.
+
+    The predicates below resolve prisma's error classes at call time, so a test
+    that swaps ``sys.modules["prisma"]`` for a ``MagicMock`` hands them mocks,
+    and ``isinstance`` against a mock raises ``TypeError`` instead of answering
+    False. Dropping the non-types lets the call fall through to the other checks.
+    """
+    return tuple(c for c in candidates if isinstance(c, type) and issubclass(c, BaseException))
+
 
 class PrismaDBExceptionHandler:
     """
@@ -59,7 +92,7 @@ class PrismaDBExceptionHandler:
 
         if isinstance(e, DB_CONNECTION_ERROR_TYPES):
             return True
-        if isinstance(e, prisma.engine.errors.EngineConnectionError):
+        if isinstance(e, _exception_types(prisma.engine.errors.EngineConnectionError)):
             return True
         return isinstance(e, ProxyException) and e.type == ProxyErrorTypes.no_db_connection
 
@@ -81,7 +114,7 @@ class PrismaDBExceptionHandler:
         """
         import prisma
 
-        data_layer_errors: Final = (
+        data_layer_errors: Final = _exception_types(
             prisma.errors.DataError,
             prisma.errors.UniqueViolationError,
             prisma.errors.ForeignKeyViolationError,
@@ -94,7 +127,7 @@ class PrismaDBExceptionHandler:
             return False
         if isinstance(e, DB_CONNECTION_ERROR_TYPES):
             return True
-        if isinstance(e, prisma.errors.PrismaError):
+        if isinstance(e, _exception_types(prisma.errors.PrismaError)):
             return True
         if isinstance(e, ProxyException) and e.type == ProxyErrorTypes.no_db_connection:
             return True
@@ -138,13 +171,13 @@ class PrismaDBExceptionHandler:
             return True
         if isinstance(
             e,
-            (
+            _exception_types(
                 prisma.errors.ClientNotConnectedError,
                 prisma.errors.HTTPClientClosedError,
             ),
         ):
             return True
-        if isinstance(e, prisma.errors.PrismaError):
+        if isinstance(e, _exception_types(prisma.errors.PrismaError)):
             error_message: Final = str(e).lower()
             connection_keywords: Final = (
                 "can't reach database server",
@@ -171,7 +204,7 @@ class PrismaDBExceptionHandler:
         """True iff ``e`` is a Postgres deadlock (P2034 / 40P01) surfaced through prisma."""
         import prisma
 
-        if not isinstance(e, prisma.errors.PrismaError):
+        if not isinstance(e, _exception_types(prisma.errors.PrismaError)):
             return False
         if getattr(e, "code", None) == "P2034":
             return True
@@ -202,7 +235,7 @@ class PrismaDBExceptionHandler:
         """
         import prisma
 
-        if isinstance(e, prisma.errors.PrismaError):
+        if isinstance(e, _exception_types(prisma.errors.PrismaError)):
             return False
         tb = getattr(e, "__traceback__", None)
         while tb is not None:
@@ -268,6 +301,51 @@ class PrismaDBExceptionHandler:
             ),
         )
 
+    @staticmethod
+    def is_permanent_database_fault(e: Exception) -> bool:
+        """True for a service-unavailable failure that will not clear on its
+        own: an engine-layer ``PrismaError`` (missing or version-skewed engine
+        binary, engine error status, misused transaction) that is neither the
+        transient ``EngineConnectionError`` nor a reconnectable transport failure.
+
+        Picks only the wording of a 503, never whether one is sent;
+        ``is_database_service_unavailable_error`` stays the status gate.
+        """
+        if PrismaDBExceptionHandler.is_database_connection_error(e):
+            return False
+        if PrismaDBExceptionHandler.is_database_transport_error(e):
+            return False
+        return PrismaDBExceptionHandler.is_database_infrastructure_error(e)
+
+    @staticmethod
+    def database_unavailable_message(e: Exception) -> str:
+        """The 503 detail for a service-unavailable database failure: retry
+        guidance for a transient outage, a pointer at the deployment for a
+        fault that retrying cannot fix. A permanent fault anywhere in the
+        exception chain wins, since the transport error that surfaced it is
+        not what blocks recovery."""
+        fault: Final = PrismaDBExceptionHandler.find_database_service_unavailable_error_in_chain(e) or e
+        if not PrismaDBExceptionHandler.is_permanent_database_fault(fault):
+            return _TRANSIENT_DB_UNAVAILABLE_MESSAGE
+        return (
+            "Service Unavailable, the authentication database query engine reported "
+            f"{type(fault).__name__}, which is not a transient outage and will not clear by retrying. "
+            "The proxy deployment needs attention."
+        )
+
+    @staticmethod
+    def find_database_service_unavailable_error_in_chain(e: BaseException) -> Exception | None:
+        """The exception in the ``__cause__`` / ``__context__`` chain that
+        ``is_database_service_unavailable_error`` accepts, or ``None``. Callers
+        that word a response by the kind of outage need the wrapped database
+        error itself, not just the fact that one is present. A permanent fault
+        outranks a transient one wherever it sits in the chain: a reconnect that
+        dies on a missing engine binary raises the transport error last, but the
+        binary is what keeps the database down."""
+        outages: Final = _database_service_unavailable_errors(e)
+        permanent: Final = next(filter(PrismaDBExceptionHandler.is_permanent_database_fault, outages), None)
+        return permanent if permanent is not None else next(iter(outages), None)
+
     @staticmethod
     def is_database_service_unavailable_error_in_chain(e: BaseException) -> bool:
         """Like ``is_database_service_unavailable_error`` but also walks the
@@ -285,14 +363,7 @@ class PrismaDBExceptionHandler:
 
         The walk is depth-bounded, which also makes it cycle-safe.
         """
-        current: BaseException | None = e
-        for _ in range(_MAX_EXCEPTION_CHAIN_DEPTH):
-            if not isinstance(current, Exception):
-                return False
-            if PrismaDBExceptionHandler.is_database_service_unavailable_error(current):
-                return True
-            current = current.__cause__ or current.__context__
-        return False
+        return PrismaDBExceptionHandler.find_database_service_unavailable_error_in_chain(e) is not None
 
     @staticmethod
     def handle_db_exception(e: Exception):
diff --git a/litellm/proxy/discovery_endpoints/ui_discovery_endpoints.py b/litellm/proxy/discovery_endpoints/ui_discovery_endpoints.py
index 64414b90ae7..c2053693f2e 100644
--- a/litellm/proxy/discovery_endpoints/ui_discovery_endpoints.py
+++ b/litellm/proxy/discovery_endpoints/ui_discovery_endpoints.py
@@ -14,7 +14,7 @@ router: Final = APIRouter()
 @router.get("/.well-known/litellm-ui-config", response_model=UiDiscoveryEndpoints)
 @router.get("/litellm/.well-known/litellm-ui-config", response_model=UiDiscoveryEndpoints)  # if mounted at root path
 async def get_ui_config():
-    from litellm.proxy.auth.auth_utils import _has_user_setup_sso
+    from litellm.proxy.auth.auth_utils import has_user_setup_sso
     from litellm.proxy.proxy_server import general_settings
     from litellm.proxy.utils import get_proxy_base_url, get_server_root_path
 
@@ -28,7 +28,7 @@ async def get_ui_config():
         or general_settings.get("hide_default_credentials_hint", False) is True
     )
 
-    sso_configured: Final = _has_user_setup_sso()
+    sso_configured: Final = has_user_setup_sso()
 
     from litellm.proxy.proxy_server import proxy_config
 
diff --git a/litellm/proxy/guardrails/anthropic_sse.py b/litellm/proxy/guardrails/anthropic_sse.py
index 50c05daee11..28220f09f00 100644
--- a/litellm/proxy/guardrails/anthropic_sse.py
+++ b/litellm/proxy/guardrails/anthropic_sse.py
@@ -13,6 +13,19 @@ from typing import Final
 
 from litellm.types.utils import Choices, ModelResponse
 
+_ANTHROPIC_EVENT_TYPES: Final = frozenset(
+    {
+        "message_start",
+        "message_delta",
+        "message_stop",
+        "content_block_start",
+        "content_block_delta",
+        "content_block_stop",
+        "ping",
+        "error",
+    }
+)
+
 
 def is_raw_sse_stream(all_chunks: Sequence[object]) -> bool:
     return any(isinstance(chunk, (str, bytes)) for chunk in all_chunks)
@@ -30,23 +43,43 @@ def _joined_sse_stream(all_chunks: Sequence[object]) -> str | None:
         return None
 
 
-def _anthropic_message_start(sse_stream: str) -> Mapping[str, object] | None:
+def _parsed_sse_events(sse_stream: str) -> tuple[Mapping[str, object], ...]:
     from litellm.proxy.pass_through_endpoints.llm_provider_handlers.anthropic_passthrough_logging_handler import (
         AnthropicPassthroughLoggingHandler,
     )
 
+    return tuple(
+        event_data
+        for event in AnthropicPassthroughLoggingHandler._split_sse_chunk_into_events(sse_stream)  # pyright: ignore[reportPrivateUsage]  # same parser the assembler uses
+        if (event_data := AnthropicPassthroughLoggingHandler._extract_sse_data(event)) is not None  # pyright: ignore[reportPrivateUsage]  # same parser the assembler uses; a private import beats forking SSE parsing
+    )
+
+
+def _anthropic_message_start(sse_stream: str) -> Mapping[str, object] | None:
     return next(
         (
             message
-            for event in AnthropicPassthroughLoggingHandler._split_sse_chunk_into_events(sse_stream)  # pyright: ignore[reportPrivateUsage]  # same parser the assembler uses
-            if (event_data := AnthropicPassthroughLoggingHandler._extract_sse_data(event)) is not None  # pyright: ignore[reportPrivateUsage]  # same parser the assembler uses; a private import beats forking SSE parsing
-            and event_data.get("type") == "message_start"
-            and isinstance(message := event_data.get("message"), dict)
+            for event_data in _parsed_sse_events(sse_stream)
+            if event_data.get("type") == "message_start" and isinstance(message := event_data.get("message"), dict)
         ),
         None,
     )
 
 
+def is_anthropic_sse_stream(all_chunks: Sequence[object]) -> bool:
+    """Whether raw SSE frames are Anthropic Messages events.
+
+    ``is_raw_sse_stream`` only says the chunks are unparsed bytes, and ``/v1/messages`` is not the
+    only endpoint that streams those: the Google ``:streamGenerateContent`` route marks its own
+    stream raw too. Reading its frames as Anthropic ones would refuse the response in a wire format
+    its client cannot parse, so the surface is decided on the event types actually present.
+    """
+    sse_stream: Final = _joined_sse_stream(all_chunks)
+    if sse_stream is None:
+        return False
+    return any(event.get("type") in _ANTHROPIC_EVENT_TYPES for event in _parsed_sse_events(sse_stream))
+
+
 def assemble_anthropic_sse_stream(
     all_chunks: Sequence[object], *, restore_identity: bool = False
 ) -> ModelResponse | None:
@@ -111,6 +144,27 @@ def anthropic_sse_error_frames(message: str) -> tuple[bytes, ...]:
     )
 
 
+def is_sse_error_stream(all_chunks: Sequence[object]) -> bool:
+    """Whether the buffered stream carries nothing but error frames.
+
+    post_call guardrails run in a chain, so a hook can be handed the terminal error frames an
+    earlier guardrail emitted when it blocked. Those carry no message to assemble, and replacing
+    them would hide the refusal the client is owed. Covers both wire forms a guardrail emits: the
+    Anthropic ``error`` event and the chat-completions ``{"error": ...}`` payload.
+    """
+    if not all(isinstance(chunk, (str, bytes)) for chunk in all_chunks):
+        # A stream mixing typed chunks with an error frame still carries content to scan, and the
+        # frames-only join below would drop exactly the part that has to be scanned
+        return False
+    sse_stream: Final = _joined_sse_stream(all_chunks)
+    if sse_stream is None:
+        return False
+    events: Final = _parsed_sse_events(sse_stream)
+    return len(events) > 0 and all(
+        event.get("type") == "error" or isinstance(event.get("error"), Mapping) for event in events
+    )
+
+
 def anthropic_sse_chunks_from_response(assembled: ModelResponse) -> tuple[bytes, ...]:
     from litellm.llms.anthropic.experimental_pass_through.adapters.transformation import (
         LiteLLMAnthropicMessagesAdapter,
diff --git a/litellm/proxy/guardrails/guardrail_endpoints.py b/litellm/proxy/guardrails/guardrail_endpoints.py
index 2b04828f0f2..744b2959c73 100644
--- a/litellm/proxy/guardrails/guardrail_endpoints.py
+++ b/litellm/proxy/guardrails/guardrail_endpoints.py
@@ -8,7 +8,7 @@ import json
 import os
 from collections.abc import Awaitable, Callable, Mapping, Sequence
 from datetime import datetime, timezone
-from types import UnionType
+from types import MappingProxyType, UnionType
 from typing import TYPE_CHECKING, Any, Final, Literal, Protocol, TypeVar, Union, cast, get_args, get_origin
 from urllib.parse import urlparse
 
@@ -51,6 +51,9 @@ from litellm.types.guardrails import (
     SupportedGuardrailIntegrations,
     ToolPermissionGuardrailConfigModel,
 )
+from litellm.types.proxy.guardrails.guardrail_hooks.hide_secrets import (
+    HideSecretsGuardrailConfigModel,
+)
 
 if TYPE_CHECKING:
     from types import CodeType
@@ -514,12 +517,26 @@ async def update_guardrail(
         guardrail_name: Final = result.get("guardrail_name", "Unknown")
 
         try:
-            IN_MEMORY_GUARDRAIL_HANDLER.update_in_memory_guardrail(
-                guardrail_id=guardrail_id, guardrail=cast(Guardrail, result)
-            )
+            IN_MEMORY_GUARDRAIL_HANDLER.sync_guardrail_from_db(guardrail=cast(Guardrail, result))
             verbose_proxy_logger.info(
                 "Immediate sync: Successfully updated guardrail '%s' (ID: %s)", guardrail_name, guardrail_id
             )
+        except (ValueError, TypeError) as update_error:
+            # The new config is invalid (a raising guardrail __init__):
+            # reinitialize_guardrail already restored the previous live instance, but
+            # update_guardrail_in_db above already persisted the rejected config to
+            # the DB. Roll that back too, so the DB and the live guardrail never
+            # disagree about what's actually enforcing, and surface the rejection to
+            # the caller instead of a misleading 200.
+            await GUARDRAIL_REGISTRY.update_guardrail_in_db(
+                guardrail_id=guardrail_id,
+                guardrail=existing_guardrail,
+                prisma_client=prisma_client,
+            )
+            raise HTTPException(
+                status_code=422,
+                detail=f"Invalid guardrail configuration, update rejected: {update_error}",
+            ) from update_error
         except Exception as update_error:
             verbose_proxy_logger.warning(
                 "Immediate sync: Failed to update '%s' (ID: %s) in memory: %s",
@@ -1387,7 +1404,11 @@ async def get_guardrail_ui_settings():
         provider: [hook.value for hook in hooks]
         for provider, guardrail_class in guardrail_class_registry.items()
         if (hooks := guardrail_class.get_supported_event_hooks()) is not None
-    }
+    } | MappingProxyType(
+        # hide-secrets lives in the enterprise package, not in the registry
+        # above; it only runs on pre_call.
+        {SupportedGuardrailIntegrations.HIDE_SECRETS.value: [GuardrailEventHooks.pre_call.value]}
+    )
 
     return GuardrailUIAddGuardrailSettings(
         supported_entities=[entity.value for entity in PiiEntityType],
@@ -1939,12 +1960,18 @@ async def get_provider_specific_params():
 
     tool_permission_fields["ui_friendly_name"] = ToolPermissionGuardrailConfigModel.ui_friendly_name()
 
+    # hide-secrets lives in the enterprise package, not in the registry loop below.
+    hide_secrets_fields: Final = _get_fields_from_model(HideSecretsGuardrailConfigModel)
+
+    hide_secrets_fields["ui_friendly_name"] = HideSecretsGuardrailConfigModel.ui_friendly_name()
+
     # Return the provider-specific parameters
     provider_params: Final = {
         SupportedGuardrailIntegrations.BEDROCK.value: bedrock_fields,
         SupportedGuardrailIntegrations.PRESIDIO.value: presidio_fields,
         SupportedGuardrailIntegrations.LAKERA_V2.value: lakera_v2_fields,
         SupportedGuardrailIntegrations.TOOL_PERMISSION.value: tool_permission_fields,
+        SupportedGuardrailIntegrations.HIDE_SECRETS.value: hide_secrets_fields,
     }
 
     ### get the config model for the guardrail - go through the registry and get the config model for the guardrail
diff --git a/litellm/proxy/guardrails/guardrail_hooks/alice/alice.py b/litellm/proxy/guardrails/guardrail_hooks/alice/alice.py
index 27018769909..9cabac2d0fa 100644
--- a/litellm/proxy/guardrails/guardrail_hooks/alice/alice.py
+++ b/litellm/proxy/guardrails/guardrail_hooks/alice/alice.py
@@ -8,6 +8,7 @@
 import json
 import os
 from collections.abc import Mapping
+from itertools import islice
 from typing import (
     TYPE_CHECKING,
     Any,  # noqa: TID251  # **kwargs forwards verbatim to CustomGuardrail.__init__; see ruff-strict.toml
@@ -341,19 +342,18 @@ def _json_safe(
     if depth >= _MAX_DEPTH or id(value) in seen:
         return None
 
-    nested: Final = seen | {id(value)}  # mutable-ok: one-shot set literal, unioned into a frozenset immediately
+    nested: Final = seen | frozenset((id(value),))
 
     if isinstance(value, dict):
-        out: dict[str, object] = {}  # mutable-ok: bounded accumulator local to this call, never escapes as-is
-        for key, item in list(value.items())[:_MAX_ITEMS]:  # mutable-ok: list() only to slice an unordered view
-            if isinstance(key, str) and key not in strip_keys:
-                out[key] = _json_safe(item, depth + 1, nested, strip_keys)
-        return out
+        return {
+            key: _json_safe(item, depth + 1, nested, strip_keys)
+            for key, item in islice(value.items(), _MAX_ITEMS)
+            if isinstance(key, str) and key not in strip_keys
+        }
 
     if isinstance(value, (list, tuple, set, frozenset)):
         return [  # mutable-ok: return value is a one-shot list, discarded by the caller after use
-            _json_safe(item, depth + 1, nested, strip_keys)
-            for item in list(value)[:_MAX_ITEMS]  # mutable-ok: list() only to slice an unordered view
+            _json_safe(item, depth + 1, nested, strip_keys) for item in islice(value, _MAX_ITEMS)
         ]
 
     dump: Final = getattr(value, "model_dump", None)
diff --git a/litellm/proxy/guardrails/guardrail_hooks/bedrock_guardrails.py b/litellm/proxy/guardrails/guardrail_hooks/bedrock_guardrails.py
index 0237d82a0d9..30526d30dc5 100644
--- a/litellm/proxy/guardrails/guardrail_hooks/bedrock_guardrails.py
+++ b/litellm/proxy/guardrails/guardrail_hooks/bedrock_guardrails.py
@@ -31,6 +31,7 @@ from litellm.caching import DualCache
 from litellm.constants import BEDROCK_APPLY_GUARDRAIL_CHUNK_BUDGET_CHARS
 from litellm.exceptions import ModifyResponseException
 from litellm.integrations.custom_guardrail import CustomGuardrail
+from litellm.litellm_core_utils.api_route_to_call_types import get_call_types_for_route
 from litellm.litellm_core_utils.core_helpers import redact_nested_match_and_regex_keys
 from litellm.litellm_core_utils.litellm_logging import (
     _get_masked_values,  # pyright: ignore[reportPrivateUsage]  # the shared header-masking helper has no public name
@@ -215,6 +216,16 @@ def _redact_assessment_match_fields(assessments: list[dict]) -> list[dict]:
     return redacted if isinstance(redacted, list) else assessments
 
 
+_RESPONSES_API_CALL_TYPES: Final = frozenset({CallTypes.responses, CallTypes.aresponses})
+
+
+def _is_responses_api_route(request_route: str | None) -> bool:
+    if request_route is None:
+        return False
+    call_types: Final = get_call_types_for_route(request_route)
+    return call_types is not None and any(call_type in _RESPONSES_API_CALL_TYPES for call_type in call_types)
+
+
 class BedrockGuardrail(CustomGuardrail, BaseAWSLLM):
     # During-call must use async_moderation_hook (not unified apply_guardrail), otherwise
     # OpenAI translation always passes input_type="request" and spend/UI show PRE-CALL.
@@ -2709,6 +2720,24 @@ class BedrockGuardrail(CustomGuardrail, BaseAWSLLM):
                 yield streamed_chunk
             return
 
+        # Responses-API events are neither chat-completions chunks nor raw
+        # Anthropic SSE, so the assembly below cannot scan them; the unified
+        # guardrail's translation layer can, with buffering semantics kept.
+        if _is_responses_api_route(user_api_key_dict.request_route):
+            from litellm.proxy.guardrails.guardrail_hooks.unified_guardrail.unified_guardrail import (
+                UnifiedLLMGuardrails,
+            )
+
+            async for translated_chunk in UnifiedLLMGuardrails().async_post_call_streaming_iterator_hook(
+                user_api_key_dict=user_api_key_dict,
+                response=response,
+                request_data=request_data,
+                guardrail_to_apply=self,
+                buffer_until_moderated_default=True,
+            ):
+                yield translated_chunk
+            return
+
         # Import here to avoid circular imports
         from litellm.llms.base_llm.base_model_iterator import MockResponseIterator
         from litellm.main import stream_chunk_builder
diff --git a/litellm/proxy/guardrails/guardrail_hooks/compresr/compresr.py b/litellm/proxy/guardrails/guardrail_hooks/compresr/compresr.py
index 1fc3c06e6bf..93d859066b0 100644
--- a/litellm/proxy/guardrails/guardrail_hooks/compresr/compresr.py
+++ b/litellm/proxy/guardrails/guardrail_hooks/compresr/compresr.py
@@ -916,9 +916,10 @@ class CompresrGuardrail(CustomGuardrail):
     def _mirror_texts_channel(input_texts: object, applied: _CompressionResult) -> list[object] | None:
         """Compressed content mirrored into the Responses `texts` channel.
 
-        The chat/Anthropic handlers round-trip ``structured_messages``; the
-        Responses translation cannot rebuild its input from chat messages and
-        instead writes back through ``texts``. This matches by value, so a
+        The chat/Anthropic/Responses handlers round-trip
+        ``structured_messages``; translations without that round-trip write
+        back through ``texts``, so the compressed content is mirrored there
+        too. This matches by value, so a
         replacement is applied only when it is unambiguous: one compression per
         text, and every occurrence in ``texts`` accounted for by a compressed
         target. Anything else is left uncompressed rather than risk a wrong or
diff --git a/litellm/proxy/guardrails/guardrail_hooks/crowdstrike_aidr/__init__.py b/litellm/proxy/guardrails/guardrail_hooks/crowdstrike_aidr/__init__.py
index 5e75b7d4d94..c88e6e97a96 100644
--- a/litellm/proxy/guardrails/guardrail_hooks/crowdstrike_aidr/__init__.py
+++ b/litellm/proxy/guardrails/guardrail_hooks/crowdstrike_aidr/__init__.py
@@ -1,8 +1,8 @@
 from typing import TYPE_CHECKING, Final
 
-from litellm.types.guardrails import GuardrailEventHooks, SupportedGuardrailIntegrations
+from litellm.types.guardrails import SupportedGuardrailIntegrations
 
-from .crowdstrike_aidr import CrowdStrikeAIDRHandler
+from .crowdstrike_aidr import CrowdStrikeAIDRHandler, streaming_params_from_litellm_params
 
 if TYPE_CHECKING:
     from litellm.types.guardrails import Guardrail, LitellmParams
@@ -15,17 +15,16 @@ def initialize_guardrail(litellm_params: "LitellmParams", guardrail: "Guardrail"
     if not guardrail_name:
         raise ValueError("CrowdStrike AIDR guardrail name is required")
 
+    streaming_params: Final = streaming_params_from_litellm_params(litellm_params)
     _crowdstrike_aidr_callback: Final = CrowdStrikeAIDRHandler(
         guardrail_name=guardrail_name,
         api_base=litellm_params.api_base,
         api_key=litellm_params.api_key,
-        # Exclude during_call to prevent duplicate input events
-        event_hook=[
-            GuardrailEventHooks.pre_call.value,
-            GuardrailEventHooks.post_call.value,
-        ],
+        event_hook=litellm_params.mode,
         default_on=litellm_params.default_on,
         fail_on_error=litellm_params.fail_on_error,
+        streaming_end_of_stream_only=streaming_params.streaming_end_of_stream_only,
+        streaming_sampling_rate=streaming_params.streaming_sampling_rate,
     )
     litellm.logging_callback_manager.add_litellm_callback(_crowdstrike_aidr_callback)
 
diff --git a/litellm/proxy/guardrails/guardrail_hooks/crowdstrike_aidr/crowdstrike_aidr.py b/litellm/proxy/guardrails/guardrail_hooks/crowdstrike_aidr/crowdstrike_aidr.py
index c8284fac440..f7f500b1adc 100644
--- a/litellm/proxy/guardrails/guardrail_hooks/crowdstrike_aidr/crowdstrike_aidr.py
+++ b/litellm/proxy/guardrails/guardrail_hooks/crowdstrike_aidr/crowdstrike_aidr.py
@@ -24,8 +24,11 @@ from litellm.llms.custom_httpx.http_handler import (
 from litellm.proxy.common_utils.callback_utils import (
     add_guardrail_to_applied_guardrails_header,
 )
-from litellm.types.guardrails import GuardrailEventHooks
+from litellm.types.guardrails import GuardrailEventHooks, LitellmParams
 from litellm.types.llms.openai import AllMessageValues, OpenAIChatCompletionToolParam
+from litellm.types.proxy.guardrails.guardrail_hooks.crowdstrike_aidr import (
+    CrowdStrikeAIDRGuardrailConfigModelOptionalParams,
+)
 from litellm.types.utils import GenericGuardrailAPIInputs
 
 if TYPE_CHECKING:
@@ -153,6 +156,21 @@ def _merge_metadata_bags(request_data: Mapping[str, Any]) -> Mapping[str, Any] |
     return merged if present else None
 
 
+def streaming_params_from_litellm_params(
+    litellm_params: LitellmParams,
+) -> CrowdStrikeAIDRGuardrailConfigModelOptionalParams:
+    extras: Final[Mapping[str, object]] = litellm_params.model_extra or {}
+    nested: Final = litellm_params.optional_params
+    optional_params: Final[Mapping[str, object]] = {} if nested is None else nested.model_dump()
+    return CrowdStrikeAIDRGuardrailConfigModelOptionalParams.model_validate(
+        {
+            name: value
+            for name in CrowdStrikeAIDRGuardrailConfigModelOptionalParams.model_fields
+            if (value := optional_params.get(name, extras.get(name))) is not None
+        }
+    )
+
+
 def _messages_since_last_assistant(
     messages: Sequence[AllMessageValues],
 ) -> _FilteredMessages:
@@ -241,6 +259,8 @@ class CrowdStrikeAIDRHandler(CustomGuardrail):
         api_key: str | None = None,
         api_base: str | None = None,
         fail_on_error: bool | None = True,
+        streaming_end_of_stream_only: bool | None = None,
+        streaming_sampling_rate: int | None = None,
         **kwargs,
     ) -> None:
         """
@@ -250,10 +270,19 @@ class CrowdStrikeAIDRHandler(CustomGuardrail):
             guardrail_name (str): The name of the guardrail instance.
             api_key (str | None): The CrowdStrike AIDR API key. Reads from CS_AIDR_TOKEN env var if None.
             api_base (str | None): The CrowdStrike AIDR API base URL. Reads from CS_AIDR_BASE_URL env var if None.
+            streaming_end_of_stream_only (bool | None): Scan streamed output once at end of stream instead of
+                every streaming_sampling_rate chunks. Defaults to False.
+            streaming_sampling_rate (int | None): Scan the accumulated streamed output every Nth chunk. Defaults to 5.
             **kwargs: Additional arguments passed to the CustomGuardrail base class.
         """
         self.async_handler = get_async_httpx_client(llm_provider=httpxSpecialProvider.GuardrailCallback)
         self.fail_on_error = True if fail_on_error is None else fail_on_error
+        self._set_streaming_params(
+            CrowdStrikeAIDRGuardrailConfigModelOptionalParams(
+                streaming_end_of_stream_only=streaming_end_of_stream_only,
+                streaming_sampling_rate=streaming_sampling_rate,
+            )
+        )
 
         self.api_key = api_key or os.environ.get("CS_AIDR_TOKEN")
         if not self.api_key:
@@ -274,6 +303,15 @@ class CrowdStrikeAIDRHandler(CustomGuardrail):
             "Initialized CrowdStrike AIDR Guardrail: name=%s, api_base=%s", guardrail_name, self.api_base
         )
 
+    def _set_streaming_params(self, streaming_params: CrowdStrikeAIDRGuardrailConfigModelOptionalParams) -> None:
+        self.streaming_end_of_stream_only: bool = streaming_params.streaming_end_of_stream_only or False
+        self.streaming_sampling_rate: int = streaming_params.streaming_sampling_rate or 5
+
+    @override
+    def update_in_memory_litellm_params(self, litellm_params: LitellmParams) -> None:
+        super().update_in_memory_litellm_params(litellm_params)
+        self._set_streaming_params(streaming_params_from_litellm_params(litellm_params))
+
     async def _call_crowdstrike_aidr_guard(
         self, payload: dict[str, Any], hook_name: str
     ) -> _GuardChatCompletionsResult:
diff --git a/litellm/proxy/guardrails/guardrail_hooks/headroom/headroom.py b/litellm/proxy/guardrails/guardrail_hooks/headroom/headroom.py
index d8c8c2f4974..9d993384461 100644
--- a/litellm/proxy/guardrails/guardrail_hooks/headroom/headroom.py
+++ b/litellm/proxy/guardrails/guardrail_hooks/headroom/headroom.py
@@ -10,6 +10,7 @@ from typing import TYPE_CHECKING, Any, ClassVar, Final, Literal, TypeGuard
 import httpx
 from fastapi import HTTPException
 from httpx import Response as HttpxResponse
+from pydantic import TypeAdapter
 
 import litellm
 from litellm._logging import verbose_proxy_logger
@@ -49,9 +50,16 @@ if TYPE_CHECKING:
     from litellm.types.proxy.guardrails.guardrail_hooks.base import GuardrailConfigModel
 
 BYPASS_HEADER: Final = "x-headroom-bypass"
+_STREAM_CONVERTIBLE_CALL_TYPES: Final = frozenset(
+    (CallTypes.completion, CallTypes.acompletion, CallTypes.responses, CallTypes.aresponses)
+)
 HEADROOM_RETRIEVE_TOOL_NAME: Final = "headroom_retrieve"
 _HASH_PATTERN: Final = re.compile(r"hash=([a-f0-9]{24})")
 _HASH_CACHE_TTL_SECONDS: Final = 15 * 60
+# Narrows the base class's bare-dict ``request_data`` at the boundary so its
+# untranslated messages can be read with concrete types (values pass through by
+# reference, so this is a shallow top-level reconstruction).
+_REQUEST_DATA_ADAPTER: Final = TypeAdapter(dict[str, object])
 
 
 def _is_str_object_dict(value: object) -> TypeGuard[dict[str, object]]:  # guard-ok: isinstance narrows correctly; predicate is trivially correct  # fmt: skip
@@ -116,16 +124,119 @@ def _restore_content_shapes(
     return restored
 
 
-def _protected_indices(messages: Sequence[Mapping[str, object]]) -> frozenset[int]:
+def _tool_call_name(tool_call: Mapping[str, object]) -> str | None:
+    function: Final = tool_call.get("function")
+    if not _is_str_object_dict(function):
+        return None
+    name: Final = function.get("name")
+    return name if isinstance(name, str) else None
+
+
+def _is_retrieve_tool_name(name: str | None) -> bool:
+    """Match the retrieve tool whether called directly or via the MCP gateway.
+
+    Server-side the tool is ``headroom_retrieve``; exposed through LiteLLM's MCP
+    gateway a client calls it as ``mcp__<server>__headroom_retrieve``.
+    """
+    return name is not None and (
+        name == HEADROOM_RETRIEVE_TOOL_NAME or name.endswith(f"__{HEADROOM_RETRIEVE_TOOL_NAME}")
+    )
+
+
+def _retrieve_call_ids_in_message(message: Mapping[str, object]) -> frozenset[str]:
+    if message.get("role") != "assistant":
+        return frozenset()
+    tool_calls: Final = message.get("tool_calls")
+    if not _is_object_list(tool_calls):
+        return frozenset()
+    return frozenset(
+        str(tool_call["id"])
+        for tool_call in tool_calls
+        if _is_str_object_dict(tool_call) and tool_call.get("id") and _is_retrieve_tool_name(_tool_call_name(tool_call))
+    )
+
+
+def _anthropic_tool_use_retrieve_id(block: object) -> str | None:
+    if not _is_str_object_dict(block) or block.get("type") != "tool_use":
+        return None
+    name: Final = block.get("name")
+    call_id: Final = block.get("id")
+    if isinstance(name, str) and call_id is not None and _is_retrieve_tool_name(name):
+        return str(call_id)
+    return None
+
+
+def _anthropic_retrieve_ids_in_message(message: Mapping[str, object]) -> frozenset[str]:
+    content: Final = message.get("content")
+    if not _is_object_list(content):
+        return frozenset()
+    return frozenset(call_id for block in content if (call_id := _anthropic_tool_use_retrieve_id(block)) is not None)
+
+
+def _raw_retrieve_call_ids(messages: object) -> frozenset[str]:
+    """Retrieve-tool call ids read from the request's own, untranslated messages.
+
+    The guardrail otherwise scans an OpenAI-translated view where a tool name
+    over 64 chars is truncated to ``{prefix}_{hash}``, which drops the
+    ``__headroom_retrieve`` suffix a long ``mcp__<server>__`` prefix pushes past
+    the limit. Tool-call ids are never truncated, so pairing the tool result to
+    an id read from the original request keeps the match intact. Both wire
+    shapes are handled: OpenAI ``tool_calls`` and Anthropic ``tool_use`` blocks.
+    """
+    if not _is_object_list(messages):
+        return frozenset()
+    return frozenset(
+        call_id
+        for message in messages
+        if _is_str_object_dict(message)
+        for call_id in _retrieve_call_ids_in_message(message) | _anthropic_retrieve_ids_in_message(message)
+    )
+
+
+def _retrieval_result_indices(
+    messages: Sequence[Mapping[str, object]], extra_retrieve_call_ids: frozenset[str] = frozenset()
+) -> frozenset[int]:
+    """Indices of tool-result rows that carry ``headroom_retrieve`` output.
+
+    When the retrieve tool is exposed to a client that runs its own tool loop
+    (the LiteLLM MCP gateway path), the client executes the call and sends the
+    recovered original content back as a tool result on the next turn. That
+    content is exactly what a prior compression stubbed, so compressing it again
+    re-derives the identical content hash: a no-op that strands the model on the
+    marker and loops the agent. Hold those rows back so the expansion survives.
+
+    ``extra_retrieve_call_ids`` carries ids recovered from the untruncated
+    request so the pairing survives tool-name truncation (see
+    ``_raw_retrieve_call_ids``).
+    """
+    retrieve_call_ids: Final = extra_retrieve_call_ids | frozenset(
+        call_id for message in messages for call_id in _retrieve_call_ids_in_message(message)
+    )
+    if not retrieve_call_ids:
+        return frozenset()
+    return frozenset(
+        index
+        for index, message in enumerate(messages)
+        if message.get("role") in ("tool", "function") and str(message.get("tool_call_id")) in retrieve_call_ids
+    )
+
+
+def _protected_indices(
+    messages: Sequence[Mapping[str, object]], extra_retrieve_call_ids: frozenset[str] = frozenset()
+) -> frozenset[int]:
     """Indices headroom must not send to the compression service.
 
     ``get_protected_indices`` is litellm's own compression policy: the system
-    rows, the last user row, the last assistant row. It is expanded over whole
+    rows, the last user row, the last assistant row. Rows carrying just-retrieved
+    ``headroom_retrieve`` output are added so re-compression can't collapse them
+    back to the marker they were expanded from. The union is expanded over whole
     tool exchanges the way ``compress()`` expands it, so a protected assistant
     tool call cannot end up answered by a marker standing in for the result the
     model just asked for.
     """
-    protected: Final = frozenset(get_protected_indices(messages))
+    protected: Final = frozenset(get_protected_indices(messages)) | _retrieval_result_indices(
+        messages, extra_retrieve_call_ids
+    )
     return protected | frozenset(
         index
         for group in group_tool_exchanges(messages)
@@ -617,6 +728,10 @@ class HeadroomGuardrail(CustomGuardrail):
             verbose_proxy_logger.debug("Headroom: %s header set; skipping compression", BYPASS_HEADER)
             return inputs
 
+        if request_data.get("background"):
+            verbose_proxy_logger.debug("Headroom: background request; skipping compression")
+            return inputs
+
         structured_messages: Final = inputs.get("structured_messages")
         if not _is_object_list(structured_messages) or not structured_messages:
             return inputs
@@ -634,7 +749,11 @@ class HeadroomGuardrail(CustomGuardrail):
         # /v1/compress grows a field for sending the live turn as the retrieval
         # query without compressing it: query-aware compression reads the newest
         # user message, so it is withheld here at some cost to history ranking.
-        protected_indices: Final = _protected_indices(messages)
+        # request_data is a bare dict on the base signature; narrow it before
+        # reading the untranslated messages so long tool names can be recovered.
+        raw_messages: Final = _REQUEST_DATA_ADAPTER.validate_python(request_data).get("messages")
+        raw_retrieve_call_ids: Final = _raw_retrieve_call_ids(raw_messages)
+        protected_indices: Final = _protected_indices(messages, raw_retrieve_call_ids)
         compressible: Final = [m for i, m in enumerate(messages) if i not in protected_indices]
         if not compressible:
             return inputs
@@ -714,9 +833,9 @@ class HeadroomGuardrail(CustomGuardrail):
     ) -> dict[str, Any] | None:  # mutable-ok: overrides CustomLogger hook whose contract is a plain dict
         base_result: Final = await super().async_pre_call_deployment_hook(kwargs, call_type)
         effective: Final = base_result if base_result is not None else kwargs
-        if call_type not in (CallTypes.completion, CallTypes.acompletion):
+        if call_type not in _STREAM_CONVERTIBLE_CALL_TYPES:
             return base_result
-        if not effective.get("stream"):
+        if not effective.get("stream") or effective.get("background"):
             return base_result
         if not has_headroom_retrieve_tool(effective.get("tools")):
             return base_result
diff --git a/litellm/proxy/guardrails/guardrail_hooks/model_armor/model_armor.py b/litellm/proxy/guardrails/guardrail_hooks/model_armor/model_armor.py
index d187b5b12e9..7d88a037f4f 100644
--- a/litellm/proxy/guardrails/guardrail_hooks/model_armor/model_armor.py
+++ b/litellm/proxy/guardrails/guardrail_hooks/model_armor/model_armor.py
@@ -1,4 +1,5 @@
 from collections.abc import AsyncGenerator, Mapping, Sequence
+from enum import Enum, auto
 from typing import TYPE_CHECKING, Any, Final, Literal
 
 import httpx
@@ -27,12 +28,25 @@ from litellm.llms.custom_httpx.http_handler import (
 )
 from litellm.llms.vertex_ai.vertex_llm_base import VertexBase
 from litellm.proxy._types import UserAPIKeyAuth
+from litellm.proxy.guardrails.anthropic_sse import (
+    anthropic_sse_chunks_from_response,
+    anthropic_sse_error_frames,
+    assemble_anthropic_sse_stream,
+    is_anthropic_sse_stream,
+    is_raw_sse_stream,
+    is_sse_error_stream,
+)
 from litellm.proxy.guardrails.guardrail_hooks.model_armor.file_scanning import (
     MODEL_ARMOR_MAX_FILE_SIZE_BYTES,
     plan_file_scans,
 )
 from litellm.types.guardrails import GuardrailEventHooks, LitellmParams
-from litellm.types.llms.openai import AllMessageValues
+from litellm.types.llms.openai import (
+    AllMessageValues,
+    ChatCompletionToolCallChunk,
+    ResponsesAPIResponse,
+    ResponsesAPIStreamEvents,
+)
 from litellm.types.utils import (
     CallTypes,
     CallTypesLiteral,
@@ -41,10 +55,33 @@ from litellm.types.utils import (
     ModelResponse,
     ModelResponseStream,
     StandardLoggingGuardrailInformation,
+    TextCompletionResponse,
 )
 
 GUARDRAIL_NAME: Final = "model_armor"
 
+# Only these carry the finished output; response.created carries an empty body
+_RESPONSES_TERMINAL_EVENT_TYPES: Final = frozenset({"response.completed", "response.incomplete", "response.failed"})
+
+# Every event whose ``delta`` is model output already on its way to the client. Read off the event
+# enum rather than listed, so an event added there cannot quietly fall out of the scan
+_RESPONSES_DELTA_EVENT_TYPES: Final = frozenset(
+    event.value for event in ResponsesAPIStreamEvents if event.value.endswith(".delta")
+)
+
+# What makes two delta events part of the same field of the turn, rather than two fields that merely
+# streamed next to each other
+_RESPONSES_DELTA_FIELD_ATTRS: Final = ("type", "item_id", "output_index", "content_index", "summary_index")
+
+
+class _StreamSurface(Enum):
+    """Wire format of a buffered streaming response, which decides how it is read and how it is refused."""
+
+    CHAT_COMPLETIONS = auto()
+    ANTHROPIC_MESSAGES = auto()
+    RESPONSES = auto()
+    OPAQUE_SSE = auto()
+
 
 class ModelArmorAPIError(Exception):
     """Model Armor API failure (non-2xx), distinct from a content-block decision so
@@ -322,19 +359,9 @@ class ModelArmorGuardrail(CustomGuardrail, VertexBase):
         else:
             return {"modelResponseData": {"byteItem": {"byteDataType": file_type, "byteData": base64_data}}}
 
-    def _should_block_content(self, armor_response: dict, allow_sanitization: bool = False) -> bool:
+    def _should_block_content(self, armor_response: Mapping[str, Any], allow_sanitization: bool = False) -> bool:
         """Check if Model Armor response indicates content should be blocked, including both inspectResult and deidentifyResult."""
-        sanitization_result: Final = armor_response.get("sanitizationResult", {})
-        filter_results: Final = sanitization_result.get("filterResults", {})
-
-        # filterResults can be a dict (named keys) or a list (array of filter result dicts)
-        filter_result_items = []
-        if isinstance(filter_results, dict):
-            filter_result_items = list(filter_results.values())
-        elif isinstance(filter_results, list):
-            filter_result_items = filter_results
-
-        for filt in filter_result_items:
+        for filt in self._filter_result_items(armor_response):
             # Check RAI, PI/Jailbreak, Malicious URI, CSAM, Virus scan as before
             if filt.get("raiFilterResult", {}).get("matchState") == "MATCH_FOUND":
                 return True
@@ -358,22 +385,12 @@ class ModelArmorGuardrail(CustomGuardrail, VertexBase):
         # Fallback dict code removed; all cases handled above
         return False
 
-    def _get_sanitized_content(self, armor_response: dict) -> str | None:
+    def _get_sanitized_content(self, armor_response: Mapping[str, Any]) -> str | None:
         """
         Get the sanitized content from a Model Armor response, if available.
         Looks for sanitized text in deidentifyResult, and falls back to root-level fields if not found.
         """
-        result: Final = armor_response.get("sanitizationResult", {})
-        filter_results: Final = result.get("filterResults", {})
-
-        # filterResults can be a dict (single filter) or a list (multiple filters)
-        filters: Final = (
-            list(filter_results.values())
-            if isinstance(filter_results, dict)
-            else filter_results
-            if isinstance(filter_results, list)
-            else []
-        )
+        filters: Final = self._filter_result_items(armor_response)
 
         # Prefer sanitized text from deidentifyResult if present
         for filter_entry in filters:
@@ -397,6 +414,61 @@ class ModelArmorGuardrail(CustomGuardrail, VertexBase):
         # Fallback: if Model Armor put sanitized text at the root, use it
         return armor_response.get("sanitizedText") or armor_response.get("text")
 
+    @staticmethod
+    def _filter_result_items(armor_response: Mapping[str, Any]) -> Sequence[Any]:
+        """Every filter result in a scan response.
+
+        filterResults is a dict of named filters on most templates and a list on some, so both
+        shapes are flattened to the same list of filter entries.
+        """
+        filter_results: Final = armor_response.get("sanitizationResult", {}).get("filterResults", {})
+        if isinstance(filter_results, dict):
+            return list(filter_results.values())
+        if isinstance(filter_results, list):
+            return filter_results
+        return []
+
+    def _has_deidentify_match(self, armor_response: Mapping[str, Any]) -> bool:
+        """Whether an SDP de-identify filter matched, i.e. Model Armor owes this response a redaction."""
+        for filter_entry in self._filter_result_items(armor_response):
+            sdp = filter_entry.get("sdpFilterResult")
+            if sdp and sdp.get("deidentifyResult", {}).get("matchState") == "MATCH_FOUND":
+                return True
+        return False
+
+    def _resolve_streaming_outcome(
+        self,
+        armor_response: Mapping[str, Any],
+        assembled_response: object,
+        content: str,
+    ) -> tuple[bool, str | None]:
+        """Whether to block the buffered stream, and the rewrite to emit when it is not blocked.
+
+        A de-identify match only reaches here unblocked because masking is on, so the redaction it
+        stands for has to be both resolvable and emittable. Where it is neither, the buffered
+        original still carries what Model Armor matched on, so this fails closed instead of
+        releasing it.
+        """
+        if self._should_block_content(armor_response, allow_sanitization=self.mask_response_content):
+            return True, None
+        if not self.mask_response_content:
+            return False, None
+
+        sanitized_content: Final = self._get_sanitized_content(armor_response)
+        if not sanitized_content:
+            # No rewrite to apply. Harmless unless a match is outstanding, in which case applying
+            # nothing would hand back the very content that matched
+            return self._has_deidentify_match(armor_response), None
+        if sanitized_content == content:
+            return False, None
+        if not isinstance(assembled_response, ModelResponse):
+            verbose_proxy_logger.warning(
+                "Model Armor: sanitized content cannot be re-emitted on this streaming endpoint, "
+                "blocking the response instead"
+            )
+            return True, None
+        return False, sanitized_content
+
     @staticmethod
     def _append_armor_response(existing: object, armor_response: Mapping[str, object]) -> object:
         """Accumulate scan responses so a later text scan does not drop an earlier file scan.
@@ -831,6 +903,185 @@ class ModelArmorGuardrail(CustomGuardrail, VertexBase):
 
         return response
 
+    @staticmethod
+    def _is_terminal_error_stream(all_chunks: Sequence[object]) -> bool:
+        """Whether the buffered stream is only the refusal an earlier guardrail in the chain emitted.
+
+        post_call guardrails are composed, so this hook can be handed the terminal error items a
+        preceding one produced. They carry no message to scan, and replacing them would hide the
+        refusal the client is owed.
+        """
+        if all(getattr(chunk, "type", None) == "error" for chunk in all_chunks):
+            return True
+        return is_sse_error_stream(all_chunks)
+
+    @staticmethod
+    def _classify_stream(all_chunks: Sequence[object]) -> _StreamSurface:
+        """Wire format the buffered chunks belong to."""
+        if is_raw_sse_stream(all_chunks):
+            return (
+                _StreamSurface.ANTHROPIC_MESSAGES if is_anthropic_sse_stream(all_chunks) else _StreamSurface.OPAQUE_SSE
+            )
+        if any(
+            isinstance(event_type := getattr(chunk, "type", None), str) and event_type.startswith("response.")
+            for chunk in all_chunks
+        ):
+            return _StreamSurface.RESPONSES
+        return _StreamSurface.CHAT_COMPLETIONS
+
+    @staticmethod
+    def _final_responses_api_response(all_chunks: Sequence[object]) -> ResponsesAPIResponse | None:
+        """Response body carried by a terminal ``/v1/responses`` event.
+
+        A stream cut short before it completes has to read as unassembled rather than as a clean
+        empty response: ``response.created`` also carries a body, but an empty one, and scanning
+        that would release every buffered delta unscanned.
+        """
+        return next(
+            (
+                body
+                for chunk in reversed(all_chunks)
+                if getattr(chunk, "type", None) in _RESPONSES_TERMINAL_EVENT_TYPES
+                and isinstance(body := getattr(chunk, "response", None), ResponsesAPIResponse)
+            ),
+            None,
+        )
+
+    @staticmethod
+    def _responses_api_response_text(response: ResponsesAPIResponse) -> str:
+        """Text to scan in a Responses API response, tool-call arguments included.
+
+        Tool calls are folded in because ``get_content_from_model_response`` folds them into what
+        the chat surface scans, and a Responses turn can carry its whole payload in them.
+        """
+        from litellm.llms.openai.responses.guardrail_translation.handler import (
+            OpenAIResponsesHandler,
+        )
+
+        texts: Final[list[str]] = []  # mutable-ok: the shared extractor below appends into caller-owned lists
+        tool_calls: Final[list[ChatCompletionToolCallChunk]] = []  # mutable-ok: the same extractor's tool-call sink
+        handler: Final = OpenAIResponsesHandler()
+        for output_idx, output_item in enumerate(response.output or ()):
+            handler._extract_output_text_and_images(  # pyright: ignore[reportPrivateUsage]  # the shared Responses output extractor; forking it would duplicate per-item parsing
+                output_item=output_item,
+                output_idx=output_idx,
+                texts_to_check=texts,
+                images_to_check=[],  # mutable-ok: the extractor's images sink, unused here
+                task_mappings=[],  # mutable-ok: the extractor's task-mapping sink, unused here
+                tool_calls_to_check=tool_calls,
+            )
+        return "".join((*texts, *(json.dumps(tool_call) for tool_call in tool_calls)))
+
+    def _extract_streaming_content(self, assembled_response: object) -> str:
+        """Text to scan from an assembled stream, for every endpoint shape this hook serves."""
+        if isinstance(assembled_response, ResponsesAPIResponse):
+            return self._responses_api_response_text(assembled_response)
+        return self._extract_content_from_response(assembled_response)
+
+    @staticmethod
+    def _responses_delta_field(chunk: object) -> tuple[str, ...]:
+        """Which field of the turn a delta event belongs to."""
+        return tuple(str(getattr(chunk, attr, None)) for attr in _RESPONSES_DELTA_FIELD_ATTRS)
+
+    @staticmethod
+    def _responses_delta_field_texts(all_chunks: Sequence[object]) -> tuple[str, ...]:
+        """Text each field of a ``/v1/responses`` turn has already spelled out in its delta events.
+
+        One field's deltas are joined as they streamed, since a finding can be split across them,
+        and separate fields stay apart, so a reasoning summary running into the visible answer
+        cannot spell out a finding that neither of them carries.
+        """
+        deltas: Final = tuple(
+            (ModelArmorGuardrail._responses_delta_field(chunk), delta)
+            for chunk in all_chunks
+            if getattr(chunk, "type", None) in _RESPONSES_DELTA_EVENT_TYPES
+            and isinstance(delta := getattr(chunk, "delta", None), str)
+        )
+        return tuple(
+            "".join(delta for field, delta in deltas if field == streamed_field)
+            for streamed_field in dict.fromkeys(field for field, _ in deltas)
+        )
+
+    def _streaming_content_to_scan(
+        self,
+        assembled_response: object,
+        all_chunks: Sequence[object],
+        surface: _StreamSurface,
+    ) -> str:
+        """Text to scan for a buffered stream, which is everything the client is about to receive.
+
+        A ``/v1/responses`` stream also spells out reasoning summaries and tool-call arguments in
+        delta events that its terminal body never repeats, so every delta field the body does not
+        already carry is scanned after it.
+        """
+        content: Final = self._extract_streaming_content(assembled_response)
+        if surface is not _StreamSurface.RESPONSES:
+            return content
+        unscanned: Final = tuple(text for text in self._responses_delta_field_texts(all_chunks) if text not in content)
+        return "\n".join(part for part in (content, *unscanned) if part)
+
+    @staticmethod
+    def _apply_sanitized_content(assembled_response: ModelResponse, sanitized_content: str) -> None:
+        """Replace every non-empty choice message with the Model Armor sanitized text."""
+        for choice in assembled_response.choices:
+            if isinstance(choice, Choices) and choice.message.content:
+                choice.message.content = sanitized_content
+
+    @staticmethod
+    def _assemble_chat_completion_stream(
+        all_chunks: list[object],  # mutable-ok: stream_chunk_builder only accepts a mutable list
+    ) -> ModelResponse | TextCompletionResponse | None:
+        """Assemble chat-completion chunks, returning ``None`` when they cannot be assembled."""
+        from litellm.main import stream_chunk_builder
+
+        try:
+            return stream_chunk_builder(chunks=all_chunks)
+        except Exception as exc:
+            verbose_proxy_logger.warning("Model Armor: chat-completion stream assembly failed (%s)", exc)
+            return None
+
+    def _assemble_stream(
+        self, all_chunks: Sequence[object], surface: _StreamSurface
+    ) -> ModelResponse | TextCompletionResponse | ResponsesAPIResponse | None:
+        """Assemble the buffered stream into the scannable response its surface produces."""
+        if surface is _StreamSurface.ANTHROPIC_MESSAGES:
+            return assemble_anthropic_sse_stream(all_chunks, restore_identity=True)
+        if surface is _StreamSurface.RESPONSES:
+            return self._final_responses_api_response(all_chunks)
+        if surface is _StreamSurface.OPAQUE_SSE:
+            return None
+        return self._assemble_chat_completion_stream(list(all_chunks))
+
+    @staticmethod
+    def _error_payload(exc: HTTPException) -> Mapping[str, object]:
+        """Error object for a terminal stream item, carrying the status the frame would otherwise lose."""
+        detail: Final = exc.detail if isinstance(exc.detail, Mapping) else {"message": str(exc.detail)}
+        error_value: Final = detail.get("error", detail)
+        return {
+            **(dict(error_value) if isinstance(error_value, Mapping) else {"message": str(error_value)}),
+            "code": str(exc.status_code),
+        }
+
+    @staticmethod
+    def _build_responses_error_items(exc: HTTPException) -> Sequence[object] | None:
+        """Responses API error events for a failure discovered after the stream started."""
+        from litellm.llms.openai.responses.guardrail_translation.handler import (
+            OpenAIResponsesHandler,
+        )
+
+        return OpenAIResponsesHandler().build_stream_error_items(exc, responses_so_far=None)
+
+    def _stream_error_items(self, exc: HTTPException, *, surface: _StreamSurface) -> Sequence[object]:
+        """Frame a guardrail failure as terminal stream items in this endpoint's wire format."""
+        payload: Final = self._error_payload(exc)
+        if surface is _StreamSurface.ANTHROPIC_MESSAGES:
+            return anthropic_sse_error_frames(str(payload.get("message", "")))
+        if surface is _StreamSurface.RESPONSES and (responses_items := self._build_responses_error_items(exc)):
+            return responses_items
+        # Also the fallback when a surface cannot frame its own error: create_response() reads the
+        # status back out of this form, so the refusal keeps its code instead of arriving as a 200
+        return (f"data: {json.dumps({'error': payload})}\n\n",)
+
     async def async_post_call_streaming_iterator_hook(
         self,
         user_api_key_dict: UserAPIKeyAuth,
@@ -840,97 +1091,125 @@ class ModelArmorGuardrail(CustomGuardrail, VertexBase):
         """Process streaming response chunks."""
 
         from litellm.llms.base_llm.base_model_iterator import MockResponseIterator
-        from litellm.main import stream_chunk_builder
+        from litellm.proxy.common_utils.callback_utils import (
+            add_guardrail_to_applied_guardrails_header,
+        )
 
         # Collect all chunks
-        all_chunks: Final[list[ModelResponseStream]] = []
+        all_chunks: Final[list[Any]] = []
         async for chunk in response:
             all_chunks.append(chunk)
 
+        if not all_chunks or self._is_terminal_error_stream(all_chunks):
+            for chunk in all_chunks:
+                yield chunk
+            return
+
+        surface: Final = self._classify_stream(all_chunks)
+
         # Build complete response
-        assembled_response: Final = stream_chunk_builder(chunks=all_chunks)
+        assembled_response: Final = self._assemble_stream(all_chunks, surface)
 
-        if isinstance(assembled_response, ModelResponse):
-            # Extract content
-            content: Final = self._extract_content_from_response(assembled_response)
+        if assembled_response is None:
+            if not self.optional_params.get("fail_on_error", True):
+                verbose_proxy_logger.warning(
+                    "Model Armor: streamed response could not be assembled for scanning, "
+                    "forwarding it unscanned because fail_on_error is disabled"
+                )
+                for chunk in all_chunks:
+                    yield chunk
+                return
 
-            if content:
-                try:
-                    # Check with Model Armor
-                    armor_response: Final = await self.make_model_armor_request(
-                        content=content,
-                        source="model_response",
-                        request_data=request_data,
-                    )
+            # Forwarding an unscannable stream would silently disable the guardrail, so fail closed
+            add_guardrail_to_applied_guardrails_header(request_data=request_data, guardrail_name=self.guardrail_name)
+            for error_item in self._stream_error_items(
+                HTTPException(
+                    status_code=500,
+                    detail=f"{self.guardrail_name}: streamed response could not be assembled for scanning, blocking it",
+                ),
+                surface=surface,
+            ):
+                yield error_item
+            return
 
-                    # Attach Model Armor response & status to this request's metadata to avoid race conditions
-                    if isinstance(request_data, dict):
-                        _, metadata = get_or_create_metadata_bucket(request_data)
-                        metadata["_model_armor_response"] = self._build_logging_response(armor_response)
-                        metadata["_model_armor_status"] = (
-                            "blocked" if self._should_block_content(armor_response) else "success"
-                        )
+        # Extract content
+        content: Final = self._streaming_content_to_scan(
+            assembled_response=assembled_response, all_chunks=all_chunks, surface=surface
+        )
 
-                    # Add guardrail to applied_guardrails BEFORE potential blocking
-                    # This ensures guardrail is recorded even when it blocks the request
-                    from litellm.proxy.common_utils.callback_utils import (
-                        add_guardrail_to_applied_guardrails_header,
-                    )
+        if not content:
+            verbose_proxy_logger.debug("Model Armor: No text content in streaming response, skipping guardrail")
+            for chunk in all_chunks:
+                yield chunk
+            return
 
-                    add_guardrail_to_applied_guardrails_header(
-                        request_data=request_data, guardrail_name=self.guardrail_name
-                    )
+        try:
+            # Check with Model Armor
+            armor_response: Final = await self.make_model_armor_request(
+                content=content,
+                source="model_response",
+                request_data=request_data,
+            )
 
-                    # Check if blocked
-                    if self._should_block_content(armor_response):
-                        raise HTTPException(
-                            status_code=400,
-                            detail=self._build_block_error_detail(
-                                "Streaming response blocked by Model Armor",
-                                armor_response,
-                            ),
-                        )
+            # Decide the outcome before recording it. Mirrors the non-streaming sibling: with
+            # masking on, a de-identify match is a redaction to apply rather than a refusal, but
+            # that only holds while the redaction can actually be delivered
+            blocked, sanitized_content = self._resolve_streaming_outcome(
+                armor_response=armor_response,
+                assembled_response=assembled_response,
+                content=content,
+            )
 
-                    # Apply sanitization if enabled
-                    if self.mask_response_content:
-                        sanitized_content: Final = self._get_sanitized_content(armor_response)
-                        if sanitized_content and sanitized_content != content:
-                            # Update assembled response
-                            for choice in assembled_response.choices:
-                                if isinstance(choice, Choices):
-                                    if choice.message.content:
-                                        choice.message.content = sanitized_content
+            # Attach Model Armor response & status to this request's metadata to avoid race conditions
+            if isinstance(request_data, dict):
+                _, metadata = get_or_create_metadata_bucket(request_data)
+                metadata["_model_armor_response"] = self._build_logging_response(armor_response)
+                metadata["_model_armor_status"] = "blocked" if blocked else "success"
 
-                            # Return sanitized stream
-                            mock_response: Final = MockResponseIterator(model_response=assembled_response)
-                            async for chunk in mock_response:
-                                yield chunk
-                            return
+            # Add guardrail to applied_guardrails BEFORE potential blocking
+            # This ensures guardrail is recorded even when it blocks the request
+            add_guardrail_to_applied_guardrails_header(request_data=request_data, guardrail_name=self.guardrail_name)
 
-                except ModelArmorAPIError as e:
-                    if self.optional_params.get("fail_on_error", True):
-                        error_obj = {"message": e.detail, "code": "500"}
-                        yield f"data: {json.dumps({'error': error_obj})}\n\n"
-                        return
-                except HTTPException as e:
-                    # Yield error as SSE event so create_response() detects it and
-                    # returns a proper JSON error response with the correct status code.
-                    # (Raising from a generator hits create_response's generic except → 500.)
-                    detail: Final = e.detail if isinstance(e.detail, dict) else {"message": str(e.detail)}
-                    error_value: Final = detail.get("error", detail)
-                    if isinstance(error_value, dict):
-                        error_obj = dict(error_value)
-                    else:
-                        error_obj = {"message": str(error_value)}
-                    error_obj["code"] = str(e.status_code)
-                    yield f"data: {json.dumps({'error': error_obj})}\n\n"
+            if blocked:
+                raise HTTPException(
+                    status_code=400,
+                    detail=self._build_block_error_detail(
+                        "Streaming response blocked by Model Armor",
+                        armor_response,
+                    ),
+                )
+
+            if sanitized_content is not None and isinstance(assembled_response, ModelResponse):
+                self._apply_sanitized_content(assembled_response, sanitized_content)
+
+                # Return sanitized stream
+                if surface is _StreamSurface.ANTHROPIC_MESSAGES:
+                    for sse_chunk in anthropic_sse_chunks_from_response(assembled_response):
+                        yield sse_chunk
                     return
-                except Exception as e:
-                    verbose_proxy_logger.error("Model Armor streaming error: %s", str(e), exc_info=True)
-                    if self.optional_params.get("fail_on_error", True):
-                        raise
-            else:
-                verbose_proxy_logger.debug("Model Armor: No text content in streaming response, skipping guardrail")
+                mock_response: Final = MockResponseIterator(model_response=assembled_response)
+                async for chunk in mock_response:
+                    yield chunk
+                return
+
+        except ModelArmorAPIError as e:
+            if self.optional_params.get("fail_on_error", True):
+                for error_item in self._stream_error_items(
+                    HTTPException(status_code=500, detail=e.detail), surface=surface
+                ):
+                    yield error_item
+                return
+        except HTTPException as e:
+            # Yield the error as a terminal stream item so create_response() detects it and returns
+            # a proper JSON error response with the correct status code. Raising from a generator
+            # instead hits create_response's generic except and becomes a 500.
+            for error_item in self._stream_error_items(e, surface=surface):
+                yield error_item
+            return
+        except Exception as e:
+            verbose_proxy_logger.error("Model Armor streaming error: %s", str(e), exc_info=True)
+            if self.optional_params.get("fail_on_error", True):
+                raise
 
         # Return original chunks if no sanitization needed
         for chunk in all_chunks:
diff --git a/litellm/proxy/guardrails/guardrail_hooks/presidio.py b/litellm/proxy/guardrails/guardrail_hooks/presidio.py
index da51a905ae3..70ea21320ee 100644
--- a/litellm/proxy/guardrails/guardrail_hooks/presidio.py
+++ b/litellm/proxy/guardrails/guardrail_hooks/presidio.py
@@ -1633,6 +1633,8 @@ class _OPTIONAL_PresidioPIIMasking(CustomGuardrail):
         Update the guardrails litellm params in memory
         """
         super().update_in_memory_litellm_params(litellm_params)
+        if self.apply_to_output:
+            self.output_parse_pii = False
         if litellm_params.pii_entities_config:
             self.pii_entities_config = litellm_params.pii_entities_config
         if litellm_params.presidio_score_thresholds:
diff --git a/litellm/proxy/guardrails/guardrail_hooks/unified_guardrail/unified_guardrail.py b/litellm/proxy/guardrails/guardrail_hooks/unified_guardrail/unified_guardrail.py
index 46b00829b74..c6b8df1b493 100644
--- a/litellm/proxy/guardrails/guardrail_hooks/unified_guardrail/unified_guardrail.py
+++ b/litellm/proxy/guardrails/guardrail_hooks/unified_guardrail/unified_guardrail.py
@@ -36,6 +36,7 @@ if TYPE_CHECKING:
     from litellm.integrations.custom_guardrail import ModifyResponseException
     from litellm.llms.base_llm.guardrail_translation.base_translation import (
         BaseTranslation,
+        StreamingScanKey,
     )
 
 # Call types that stream JSON-RPC events (A2A); guardrail HTTPException is emitted as in-stream error
@@ -54,6 +55,9 @@ class _EndpointTranslation(Protocol):
     @property
     def process_output_streaming_response(self) -> "Callable[..., Awaitable[object]]": ...
 
+    @property
+    def get_streaming_scan_key(self) -> "Callable[[Sequence[object]], StreamingScanKey | None]": ...
+
     @property
     def build_block_sse_chunks(self) -> "Callable[..., Sequence[bytes] | None]": ...
 
@@ -70,6 +74,12 @@ def _chunk_choices(item: object) -> Sequence[object]:
     return choices
 
 
+def _is_redundant_scan(scan_key: "StreamingScanKey | None", last_scan_key: "StreamingScanKey | None") -> bool:
+    if scan_key is None:
+        return False
+    return scan_key == last_scan_key or scan_key.has_nothing_to_scan
+
+
 class _StreamTerminated(Exception):
     """Internal signal that the incremental transform stream has already emitted
     its terminal chunks (block message or in-stream error) and must stop."""
@@ -1011,6 +1021,7 @@ class UnifiedLLMGuardrails(CustomLogger):
         # Drives how a block terminates the stream: continue the in-progress
         # message (True) vs emit a standalone block message (False, buffered).
         chunks_yielded = False
+        last_scan_key: StreamingScanKey | None = None  # rebind-ok: replaced after every scan round
 
         async for item in response:
             chunk_counter += 1
@@ -1052,6 +1063,19 @@ class UnifiedLLMGuardrails(CustomLogger):
 
             # Process chunk based on sampling rate
             if chunk_counter % sampling_rate == 0:
+                endpoint_translation = endpoint_guardrail_translation_mappings[CallTypes(call_type)]()
+                scan_key = endpoint_translation.get_streaming_scan_key(responses_so_far)
+                if _is_redundant_scan(scan_key, last_scan_key):
+                    verbose_proxy_logger.debug(
+                        "Skipping streaming chunk %s for guardrail %s: nothing new to scan since the last round",
+                        chunk_counter,
+                        guardrail_to_apply.guardrail_name,
+                    )
+                    chunks_yielded = True
+                    responses_yielded.append(item)
+                    yield item
+                    continue
+
                 verbose_proxy_logger.debug(
                     "Processing streaming chunk %s (sampling_rate=%s) with guardrail %s",
                     chunk_counter,
@@ -1067,8 +1091,6 @@ class UnifiedLLMGuardrails(CustomLogger):
                 # string, permanently losing this chunk's content.
                 original_item = copy.deepcopy(item)
 
-                endpoint_translation = endpoint_guardrail_translation_mappings[CallTypes(call_type)]()
-
                 try:
                     await endpoint_translation.process_output_streaming_response(
                         responses_so_far=responses_so_far,
@@ -1110,6 +1132,8 @@ class UnifiedLLMGuardrails(CustomLogger):
                     ):
                         yield error_item
                     return
+                if scan_key is not None:
+                    last_scan_key = scan_key
                 chunks_yielded = True
                 responses_yielded.append(original_item)
                 yield original_item
@@ -1136,6 +1160,18 @@ class UnifiedLLMGuardrails(CustomLogger):
             # preserve the list, not clone every chunk (deepcopy would double
             # peak memory for large responses).
             buffered_items: Final = list(responses_so_far) if buffer_until_moderated else None
+            end_scan_key: Final = endpoint_translation.get_streaming_scan_key(responses_so_far)
+            if _is_redundant_scan(end_scan_key, last_scan_key):
+                verbose_proxy_logger.debug(
+                    "Skipping end-of-stream scan for guardrail %s: the last sampled round already scanned it all",
+                    guardrail_to_apply.guardrail_name,
+                )
+                for buffered_item in buffered_items or ():
+                    yield buffered_item
+                for pending_item in pending_end_of_stream_items:
+                    responses_yielded.append(pending_item)
+                    yield pending_item
+                return
 
             try:
                 await endpoint_translation.process_output_streaming_response(
diff --git a/litellm/proxy/guardrails/guardrail_initializers.py b/litellm/proxy/guardrails/guardrail_initializers.py
index 76dea1b7784..16369abbfb0 100644
--- a/litellm/proxy/guardrails/guardrail_initializers.py
+++ b/litellm/proxy/guardrails/guardrail_initializers.py
@@ -2,6 +2,7 @@
 from typing import Any, Final
 
 import litellm
+from litellm.integrations.custom_guardrail import CustomGuardrail
 from litellm.proxy._types import CommonProxyErrors
 from litellm.types.guardrails import *
 
@@ -85,7 +86,7 @@ def initialize_lakera_v2(litellm_params: LitellmParams, guardrail: Guardrail):
     return _lakera_v2_callback
 
 
-def initialize_presidio(litellm_params: LitellmParams, guardrail: Guardrail):
+def initialize_presidio(litellm_params: LitellmParams, guardrail: Guardrail) -> tuple[CustomGuardrail, ...]:
     from litellm.proxy.guardrails.guardrail_hooks.presidio import (
         _OPTIONAL_PresidioPIIMasking,
     )
@@ -94,7 +95,7 @@ def initialize_presidio(litellm_params: LitellmParams, guardrail: Guardrail):
     run_input: Final = filter_scope in ("input", "both")
     run_output: Final = filter_scope in ("output", "both")
 
-    def _make_presidio_callback(**overrides):
+    def _make_presidio_callback(**overrides) -> CustomGuardrail:
         params: Final = dict(
             guardrail_name=guardrail.get("guardrail_name", ""),
             event_hook=litellm_params.mode,
@@ -120,27 +121,27 @@ def initialize_presidio(litellm_params: LitellmParams, guardrail: Guardrail):
         litellm.logging_callback_manager.add_litellm_callback(callback)
         return callback
 
-    primary_callback = None
-
-    if run_input:
-        primary_callback = _make_presidio_callback()
-
-        if litellm_params.output_parse_pii:
-            _make_presidio_callback(
-                output_parse_pii=True,
-                event_hook=GuardrailEventHooks.post_call.value,
-            )
-
-    if run_output:
-        output_callback: Final = _make_presidio_callback(
+    input_callback: Final = _make_presidio_callback() if run_input else None
+    unmask_output_callback: Final = (
+        _make_presidio_callback(
+            output_parse_pii=True,
+            event_hook=GuardrailEventHooks.post_call.value,
+        )
+        if run_input and litellm_params.output_parse_pii
+        else None
+    )
+    mask_output_callback: Final = (
+        _make_presidio_callback(
             apply_to_output=True,
             event_hook=GuardrailEventHooks.post_call.value,
             output_parse_pii=False,
         )
-        if primary_callback is None:
-            primary_callback = output_callback
-
-    return primary_callback
+        if run_output
+        else None
+    )
+    return tuple(
+        callback for callback in (input_callback, unmask_output_callback, mask_output_callback) if callback is not None
+    )
 
 
 def initialize_hide_secrets(litellm_params: LitellmParams, guardrail: Guardrail):
diff --git a/litellm/proxy/guardrails/guardrail_registry.py b/litellm/proxy/guardrails/guardrail_registry.py
index dc13c09dd38..003576ba555 100644
--- a/litellm/proxy/guardrails/guardrail_registry.py
+++ b/litellm/proxy/guardrails/guardrail_registry.py
@@ -3,10 +3,10 @@
 import asyncio
 import importlib
 import os
-from collections.abc import Callable, Iterator, Mapping
+from collections.abc import Callable, Iterator, Mapping, Sequence
 from datetime import datetime, timezone
 from itertools import chain, count
-from typing import TYPE_CHECKING, Final, Literal, Optional, Protocol, cast
+from typing import TYPE_CHECKING, Final, Literal, Optional, Protocol, TypeAlias, cast
 
 from pydantic import ValidationError
 
@@ -90,6 +90,8 @@ guardrail_initializer_registry: Final = {
 
 CONFIG_GUARDRAIL_ID_NAMESPACE: Final = uuid.UUID("625f63f4-935a-50e5-98b5-fbe77babc74a")
 
+GuardrailCallbacks: TypeAlias = tuple[CustomGuardrail, ...]
+
 guardrail_class_registry: Final[dict[str, type[CustomGuardrail]]] = {
     SupportedGuardrailIntegrations.BEDROCK.value: BedrockGuardrail,
     SupportedGuardrailIntegrations.GRAYSWAN.value: GraySwanGuardrail,
@@ -424,6 +426,41 @@ def _apply_configured_bool_overrides(instance: CustomGuardrail, litellm_params:
         instance.scan_raw_request = bool(litellm_params.scan_raw_request)
 
 
+def _as_callback_tuple(
+    initialized: CustomGuardrail | Sequence[CustomGuardrail] | None,
+) -> GuardrailCallbacks:
+    if initialized is None:
+        return ()
+    if isinstance(initialized, (list, tuple)):
+        return tuple(initialized)
+    return (initialized,)
+
+
+def _configure_callback_scoping(
+    custom_guardrail_callback: CustomGuardrail, guardrail_name: str, litellm_params: LitellmParams
+) -> None:
+    for scoping_param in (
+        "skip_system_message_in_guardrail",
+        "skip_tool_message_in_guardrail",
+        "scan_only_tool_results",
+    ):
+        setattr(custom_guardrail_callback, scoping_param, getattr(litellm_params, scoping_param, None))
+    scan_only_tool_results_enabled: Final = effective_scan_only_tool_results_for_guardrail(custom_guardrail_callback)
+    if scan_only_tool_results_enabled and not custom_guardrail_callback.supports_scan_only_tool_results():
+        raise ValueError(
+            f"Guardrail {guardrail_name}: scan_only_tool_results is enabled, but this "
+            "guardrail's role filtering never scans tool results, so no request content would ever "
+            "be scanned. Remove scan_only_tool_results or the guardrail's role-filtering option."
+        )
+    if scan_only_tool_results_enabled and effective_skip_tool_message_for_guardrail(custom_guardrail_callback):
+        raise ValueError(
+            f"Guardrail {guardrail_name}: scan_only_tool_results and "
+            "skip_tool_message_in_guardrail are enabled together, which excludes every message from "
+            "scanning, so no request content would ever be scanned. Remove one of the two."
+        )
+    _apply_configured_bool_overrides(custom_guardrail_callback, litellm_params)
+
+
 class InMemoryGuardrailHandler:
     """
     Class that handles initializing guardrails and adding them to the CallbackManager
@@ -440,6 +477,8 @@ class InMemoryGuardrailHandler:
         Guardrail id to CustomGuardrail object mapping
         """
 
+        self.guardrail_id_to_sibling_callbacks: dict[str, GuardrailCallbacks] = {}  # mutable-ok: per-id registry
+
         self._sources: dict[str, Literal["db", "config"]] = {}
         """
         Guardrail id to provenance marker. "db" entries are reconciled against
@@ -474,7 +513,6 @@ class InMemoryGuardrailHandler:
             self._sources[guardrail_id] = source
             return self.IN_MEMORY_GUARDRAILS[guardrail_id]
 
-        custom_guardrail_callback: CustomGuardrail | None = None
         litellm_params_data: Final = guardrail["litellm_params"]
         verbose_proxy_logger.debug("litellm_params= %s", litellm_params_data)
 
@@ -498,54 +536,15 @@ class InMemoryGuardrailHandler:
         if guardrail_type is None:
             raise ValueError("guardrail_type is required")
 
-        initializer: Final = guardrail_initializer_registry.get(guardrail_type)
-
-        if initializer:
-            # Try to call with llm_router first, fall back to without if it fails
-            import inspect
-
-            sig: Final = inspect.signature(initializer)
-            if "llm_router" in sig.parameters:
-                custom_guardrail_callback = initializer(
-                    litellm_params,
-                    guardrail,
-                    llm_router,
-                )
-            else:
-                custom_guardrail_callback = initializer(litellm_params, guardrail)
-        elif isinstance(guardrail_type, str) and "." in guardrail_type:
-            custom_guardrail_callback = self.initialize_custom_guardrail(
-                guardrail=guardrail,
-                guardrail_type=guardrail_type,
-                litellm_params=litellm_params,
-                config_file_path=config_file_path,
-            )
-        else:
-            raise ValueError(f"Unsupported guardrail: {guardrail_type}")
-
-        if custom_guardrail_callback is not None:
-            for scoping_param in (
-                "skip_system_message_in_guardrail",
-                "skip_tool_message_in_guardrail",
-                "scan_only_tool_results",
-            ):
-                setattr(custom_guardrail_callback, scoping_param, getattr(litellm_params, scoping_param, None))
-            scan_only_tool_results_enabled: Final = effective_scan_only_tool_results_for_guardrail(
-                custom_guardrail_callback
-            )
-            if scan_only_tool_results_enabled and not custom_guardrail_callback.supports_scan_only_tool_results():
-                raise ValueError(
-                    f"Guardrail {guardrail['guardrail_name']}: scan_only_tool_results is enabled, but this "
-                    "guardrail's role filtering never scans tool results, so no request content would ever "
-                    "be scanned. Remove scan_only_tool_results or the guardrail's role-filtering option."
-                )
-            if scan_only_tool_results_enabled and effective_skip_tool_message_for_guardrail(custom_guardrail_callback):
-                raise ValueError(
-                    f"Guardrail {guardrail['guardrail_name']}: scan_only_tool_results and "
-                    "skip_tool_message_in_guardrail are enabled together, which excludes every message from "
-                    "scanning, so no request content would ever be scanned. Remove one of the two."
-                )
-            _apply_configured_bool_overrides(custom_guardrail_callback, litellm_params)
+        created_callbacks: Final = self._create_callbacks(
+            guardrail=guardrail,
+            guardrail_type=guardrail_type,
+            litellm_params=litellm_params,
+            config_file_path=config_file_path,
+            llm_router=llm_router,
+        )
+        for custom_guardrail_callback in created_callbacks:
+            _configure_callback_scoping(custom_guardrail_callback, guardrail["guardrail_name"], litellm_params)
 
         parsed_guardrail: Final = Guardrail(
             guardrail_id=guardrail.get("guardrail_id"),
@@ -556,11 +555,44 @@ class InMemoryGuardrailHandler:
 
         # store references to the guardrail in memory
         self.IN_MEMORY_GUARDRAILS[guardrail_id] = parsed_guardrail
-        self.guardrail_id_to_custom_guardrail[guardrail_id] = custom_guardrail_callback
+        self.guardrail_id_to_custom_guardrail[guardrail_id] = created_callbacks[0] if created_callbacks else None
+        self.guardrail_id_to_sibling_callbacks[guardrail_id] = created_callbacks[1:]
         self._sources[guardrail_id] = source
 
         return parsed_guardrail
 
+    def _create_callbacks(
+        self,
+        guardrail: Guardrail,
+        guardrail_type: str,
+        litellm_params: LitellmParams,
+        config_file_path: str | None,
+        llm_router: Optional["Router"],
+    ) -> GuardrailCallbacks:
+        initializer: Final = guardrail_initializer_registry.get(guardrail_type)
+        if initializer:
+            import inspect
+
+            sig: Final = inspect.signature(initializer)
+            if "llm_router" in sig.parameters:
+                return _as_callback_tuple(initializer(litellm_params, guardrail, llm_router))
+            return _as_callback_tuple(initializer(litellm_params, guardrail))
+        if isinstance(guardrail_type, str) and "." in guardrail_type:
+            return _as_callback_tuple(
+                self.initialize_custom_guardrail(
+                    guardrail=guardrail,
+                    guardrail_type=guardrail_type,
+                    litellm_params=litellm_params,
+                    config_file_path=config_file_path,
+                )
+            )
+        raise ValueError(f"Unsupported guardrail: {guardrail_type}")
+
+    def _tracked_callbacks(self, guardrail_id: str) -> GuardrailCallbacks:
+        primary: Final = self.guardrail_id_to_custom_guardrail.get(guardrail_id)
+        siblings: Final = self.guardrail_id_to_sibling_callbacks.get(guardrail_id, ())
+        return (() if primary is None else (primary,)) + siblings
+
     def initialize_custom_guardrail(
         self,
         guardrail: Guardrail,
@@ -630,10 +662,15 @@ class InMemoryGuardrailHandler:
         self.IN_MEMORY_GUARDRAILS[guardrail_id] = guardrail
         self._sources[guardrail_id] = source
 
-        custom_guardrail_callback: Final = self.guardrail_id_to_custom_guardrail.get(guardrail_id)
-        if custom_guardrail_callback:
-            updated_litellm_params: Final = cast(LitellmParams, guardrail.get("litellm_params", {}))
-            custom_guardrail_callback.update_in_memory_litellm_params(litellm_params=updated_litellm_params)
+        tracked_callbacks: Final = self._tracked_callbacks(guardrail_id)
+        if not tracked_callbacks:
+            return
+        updated_litellm_params: Final = cast(LitellmParams, guardrail.get("litellm_params", {}))
+        tracked_callbacks[0].update_in_memory_litellm_params(litellm_params=updated_litellm_params)
+        for sibling_callback in tracked_callbacks[1:]:
+            sibling_stage = sibling_callback.event_hook
+            sibling_callback.update_in_memory_litellm_params(litellm_params=updated_litellm_params)
+            sibling_callback.event_hook = sibling_stage
 
     def delete_in_memory_guardrail(self, guardrail_id: str) -> None:
         """
@@ -648,11 +685,11 @@ class InMemoryGuardrailHandler:
         self.IN_MEMORY_GUARDRAILS.pop(guardrail_id, None)
         self._sources.pop(guardrail_id, None)
 
-        custom_guardrail_callback: Final = self.guardrail_id_to_custom_guardrail.pop(guardrail_id, None)
-        if custom_guardrail_callback is None:
-            return
-
-        litellm.logging_callback_manager.remove_callback_from_all_lists(custom_guardrail_callback)
+        tracked_callbacks: Final = self._tracked_callbacks(guardrail_id)
+        self.guardrail_id_to_custom_guardrail.pop(guardrail_id, None)
+        self.guardrail_id_to_sibling_callbacks.pop(guardrail_id, None)
+        for custom_guardrail_callback in tracked_callbacks:
+            litellm.logging_callback_manager.remove_callback_from_all_lists(custom_guardrail_callback)
 
     def list_in_memory_guardrails(self) -> list[Guardrail]:
         """
@@ -789,11 +826,12 @@ class InMemoryGuardrailHandler:
         Removes old callback from litellm.callbacks and creates fresh instance.
 
         If the new config fails to initialize (e.g. an invalid on_flagged
-        combination), the previous instance is restored rather than left
-        deleted: initialize_guardrail's own ValueError/TypeError propagate
-        uncaught, so a caller reaching this point after already deleting the
-        old instance would otherwise leave the guardrail providing no
-        protection at all, not merely "still enforcing the old config."
+        combination or an invalid regex), the previous instance is restored
+        rather than left deleted, and the failure is re-raised as ValueError so
+        every init failure reaches callers as one exception type: a caller
+        reaching this point after already deleting the old instance would
+        otherwise leave the guardrail providing no protection at all, not
+        merely "still enforcing the old config."
         """
         guardrail_id: Final = guardrail.get("guardrail_id")
         if not guardrail_id:
@@ -812,7 +850,7 @@ class InMemoryGuardrailHandler:
         # that was enforcing must never fail open because an update was bad.
         try:
             return self.initialize_guardrail(guardrail=guardrail, config_file_path=config_file_path, source=source)
-        except Exception:
+        except Exception as init_error:
             if previous_guardrail is not None:
                 verbose_proxy_logger.exception(
                     "Reinitializing guardrail %s with updated params failed; restoring the previous configuration",
@@ -824,7 +862,7 @@ class InMemoryGuardrailHandler:
                     )
                 except Exception:  # noqa: BLE001  # the original failure must propagate even if the restore breaks
                     verbose_proxy_logger.exception("Restoring previous guardrail %s also failed", guardrail_id)
-            raise
+            raise ValueError(f"Guardrail initialization failed: {init_error}") from init_error
 
     def sync_guardrail_from_db(self, guardrail: Guardrail, config_file_path: str | None = None) -> Guardrail | None:
         """
diff --git a/litellm/proxy/hooks/model_max_budget_limiter.py b/litellm/proxy/hooks/model_max_budget_limiter.py
index c5d10b2749b..efaaab277a9 100644
--- a/litellm/proxy/hooks/model_max_budget_limiter.py
+++ b/litellm/proxy/hooks/model_max_budget_limiter.py
@@ -1,6 +1,6 @@
 import json
 import time
-from collections.abc import Iterable, Mapping
+from collections.abc import Iterable, Mapping, Sequence
 from dataclasses import dataclass
 from types import MappingProxyType
 from typing import Final
@@ -199,18 +199,10 @@ async def build_model_max_budget_usage(
         )
         for budget_model, budget_config in budgets
     )
-    batched: Final = await cache.async_batch_get_cache(
-        keys=list(spend_keys)  # mutable-ok: async_batch_get_cache annotates keys as list, so one must exist here
-    )
-    # async_batch_get_cache returns None if it fails internally, and its result is
-    # index-aligned with `keys` otherwise. An unusable result reads as a miss,
-    # which is what a never-written counter already reads as.
-    current_spends: Final = (
-        tuple(batched) if isinstance(batched, list) and len(batched) == len(budgets) else (None,) * len(budgets)
-    )
+    current_spends: Final = await _current_window_spends(cache=cache, spend_keys=spend_keys)
     return {
         budget_model: {
-            "current_spend": round(_as_spend(current_spend), 4),
+            "current_spend": round(current_spend, 4),
             "budget_limit": budget_config.max_budget,
             "time_period": budget_config.budget_duration,
         }
@@ -218,6 +210,22 @@ async def build_model_max_budget_usage(
     }
 
 
+async def _current_window_spends(cache: DualCache, spend_keys: Sequence[str]) -> tuple[float, ...]:
+    """Redis holds the window total across replicas; the in-memory copy is one replica's share."""
+    keys: Final = list(spend_keys)  # mutable-ok: both batch readers annotate their key argument as list
+    redis_cache: Final = cache.redis_cache
+    if redis_cache is not None:
+        shared: Final = await redis_cache.async_batch_get_cache(key_list=keys)
+        return tuple(_as_spend(shared.get(key)) for key in keys)
+    # async_batch_get_cache returns None if it fails internally, and its result is
+    # index-aligned with `keys` otherwise. An unusable result reads as a miss,
+    # which is what a never-written counter already reads as.
+    batched: Final = await cache.async_batch_get_cache(keys=keys)
+    if not isinstance(batched, list) or len(batched) != len(keys):
+        return (0.0,) * len(keys)
+    return tuple(_as_spend(current_spend) for current_spend in batched)
+
+
 def _usable_budget_config(raw_budget_config: object) -> BudgetConfig | None:
     try:
         budget_config: Final = BudgetConfig.model_validate(raw_budget_config)
@@ -404,7 +412,10 @@ class _PROXY_VirtualKeyModelMaxBudgetLimiter(RouterBudgetLimiting):
         return current_spend + _as_spend(await self._cached_spend(legacy_spend_key))
 
     async def _cached_spend(self, spend_key: str) -> float | None:
-        return await self.dual_cache.async_get_cache(key=spend_key)
+        redis_cache: Final = self.dual_cache.redis_cache
+        if redis_cache is None:
+            return await self.dual_cache.async_get_cache(key=spend_key)
+        return await redis_cache.async_get_cache(key=spend_key)
 
     async def async_filter_deployments(
         self,
diff --git a/litellm/proxy/hooks/proxy_track_cost_callback.py b/litellm/proxy/hooks/proxy_track_cost_callback.py
index 47aafda2337..7254b05db2e 100644
--- a/litellm/proxy/hooks/proxy_track_cost_callback.py
+++ b/litellm/proxy/hooks/proxy_track_cost_callback.py
@@ -168,11 +168,8 @@ class _ProxyDBLogger(CustomLogger):
                 "custom_llm_provider"
             ) or request_data.get("custom_llm_provider", "")
 
-        # Propagate standard_logging_object and litellm_trace_id from the
-        # Logging instance so that _get_session_id_for_spend_log uses the same
-        # trace_id that Langfuse received (via async_failure_handler).
-        # Without this, the DB session_id would be a random UUID that doesn't
-        # match the Langfuse trace_id, making failed requests unsearchable.
+        # Propagate standard_logging_object and litellm_trace_id from the Logging
+        # instance so the failure row carries the same trace_id Langfuse received.
         _litellm_logging_obj: Final = request_data.get("litellm_logging_obj")
         if _litellm_logging_obj is not None:
             if not request_data.get("standard_logging_object"):
diff --git a/litellm/proxy/litellm_pre_call_utils.py b/litellm/proxy/litellm_pre_call_utils.py
index 20f83085286..f752d7cfa89 100644
--- a/litellm/proxy/litellm_pre_call_utils.py
+++ b/litellm/proxy/litellm_pre_call_utils.py
@@ -16,6 +16,7 @@ from starlette.datastructures import Headers
 import litellm
 from litellm._logging import verbose_logger, verbose_proxy_logger
 from litellm._service_logger import ServiceLogging
+from litellm._uuid import uuid
 from litellm.constants import (
     CONSUMED_REQUEST_TAGS_METADATA_KEY,
     INTERNAL_CALL_ORIGIN_METADATA_KEY,
@@ -23,6 +24,8 @@ from litellm.constants import (
     OTEL_SERVICE_NAME_METADATA_KEYS,
     PRE_CALL_EXECUTED_GUARDRAILS_KEY,
     SESSION_DEPLOYMENT_AFFINITY_TTL_METADATA_KEY,
+    SESSION_ID_GENERATED_METADATA_KEY,
+    SESSION_ID_OMITTED_METADATA_KEY,
 )
 from litellm.litellm_core_utils.credential_accessor import CredentialAccessor
 from litellm.litellm_core_utils.initialize_dynamic_callback_params import (
@@ -40,6 +43,7 @@ from litellm.proxy._types import (
     AddTeamCallback,
     CommonProxyErrors,
     LitellmDataForBackendLLMCall,
+    LiteLLMRoutes,
     LitellmUserRoles,
     ProxyErrorTypes,
     ProxyException,
@@ -47,6 +51,8 @@ from litellm.proxy._types import (
     TeamCallbackMetadata,
     UserAPIKeyAuth,
 )
+from litellm.proxy.auth.auth_utils import get_request_route
+from litellm.proxy.auth.route_checks import RouteChecks
 from litellm.proxy.common_utils.callback_utils import (
     decrypt_callback_vars,
     get_metadata_variable_name_from_kwargs,
@@ -715,6 +721,57 @@ def _get_anthropic_session_id_from_metadata(metadata: object) -> str | None:
     return session_id
 
 
+def _is_llm_inference_route(request: Request) -> bool:
+    route: Final = get_request_route(request)
+    return RouteChecks.is_llm_api_route(route=route) and not RouteChecks.check_route_access(
+        route=route, allowed_routes=LiteLLMRoutes.mcp_routes.value
+    )
+
+
+def apply_missing_session_id_policy(
+    data: dict[str, object],  # mutable-ok: stamps session ids in place on the request body the pipeline threads through
+    _metadata_variable_name: str,
+    general_settings: Mapping[str, object] | None,
+    request: Request,
+) -> None:
+    for metadata_key in ("metadata", "litellm_metadata"):
+        if isinstance(client_metadata := data.get(metadata_key), dict):
+            client_metadata.pop(SESSION_ID_OMITTED_METADATA_KEY, None)
+    metadata: Final = data.get(_metadata_variable_name)
+    policy: Final = general_settings.get("missing_session_id") if general_settings else None
+    if policy is None or not _is_llm_inference_route(request):
+        return
+    if not isinstance(metadata, dict):
+        return
+    if policy == "omit":
+        metadata[SESSION_ID_OMITTED_METADATA_KEY] = True
+        return
+    if data.get("litellm_session_id") or metadata.get("session_id"):
+        return
+    match policy:
+        case "generate":
+            session_id: Final = str(data.get("litellm_trace_id") or metadata.get("trace_id") or uuid.uuid4())
+            data["litellm_session_id"] = session_id  # rebind-ok: data is an out-param
+            data.setdefault("litellm_trace_id", session_id)
+            metadata["session_id"] = session_id
+            metadata[SESSION_ID_GENERATED_METADATA_KEY] = True
+        case "reject":
+            raise ProxyException(
+                message=(
+                    "Request has no session id. Send an `x-litellm-session-id` header or `metadata.session_id`. "
+                    "Required by `general_settings.missing_session_id: reject`."
+                ),
+                type=ProxyErrorTypes.bad_request_error,
+                param="session_id",
+                code=400,
+            )
+        case _:
+            verbose_proxy_logger.warning(
+                "Ignoring unknown general_settings.missing_session_id=%r; expected 'generate', 'reject' or 'omit'",
+                policy,
+            )
+
+
 def is_claude_code_user_agent(user_agent: str) -> bool:
     """Claude Code identifies itself as ``claude-cli/<version> ...``; the IDE
     extensions and the Agent SDK run through the same CLI and share that prefix."""
@@ -1818,6 +1875,12 @@ async def add_litellm_data_to_request(
         data=data,
         _metadata_variable_name=_metadata_variable_name,
     )
+    apply_missing_session_id_policy(
+        data=data,
+        _metadata_variable_name=_metadata_variable_name,
+        general_settings=general_settings,
+        request=request,
+    )
 
     # Expose request headers under the metadata field for guardrails (fixes #17477)
     if _metadata_variable_name in data and isinstance(data[_metadata_variable_name], dict):
diff --git a/litellm/proxy/management_endpoints/internal_user_endpoints.py b/litellm/proxy/management_endpoints/internal_user_endpoints.py
index c08ca5b7783..93423ca5a1a 100644
--- a/litellm/proxy/management_endpoints/internal_user_endpoints.py
+++ b/litellm/proxy/management_endpoints/internal_user_endpoints.py
@@ -27,6 +27,7 @@ from litellm._logging import verbose_proxy_logger
 from litellm._uuid import uuid
 from litellm.proxy._types import *
 from litellm.proxy.auth.auth_checks import get_team_object, get_user_object
+from litellm.proxy.auth.password_policy import validate_password_policy
 from litellm.proxy.auth.user_api_key_auth import user_api_key_auth
 from litellm.proxy.common_utils.user_api_key_cache import (
     object_permission_cache_key,
@@ -154,9 +155,10 @@ def _team_membership_table(
     return team_membership_table
 
 
-def _hash_password_in_dict(data: dict) -> None:
-    """Hash password field in-place if present."""
+def _hash_password_in_dict(data: dict, general_settings: Mapping[str, object]) -> None:
+    """Validate and hash password field in-place if present."""
     if "password" in data and data["password"] is not None:
+        validate_password_policy(data["password"], general_settings)
         data["password"] = hash_password(data["password"])
 
 
@@ -424,6 +426,11 @@ async def add_new_user_to_default_team(
     await asyncio.gather(*tasks, return_exceptions=True)
 
 
+async def _fetch_user_team_ids(user_id: str, prisma_client: "PrismaClient") -> tuple[str, ...]:
+    user_row: Final = await _user_table(prisma_client).find_unique(where={"user_id": user_id})
+    return tuple(user_row.teams) if user_row is not None else ()
+
+
 @router.post(
     "/user/new",
     tags=["Internal User management"],
@@ -500,7 +507,7 @@ async def new_user(
     ```
     """
     try:
-        from litellm.proxy.proxy_server import _license_check, prisma_client
+        from litellm.proxy.proxy_server import _license_check, general_settings, prisma_client
 
         if prisma_client is None:
             raise HTTPException(status_code=400, detail=CommonProxyErrors.db_not_connected_error.value)
@@ -548,7 +555,7 @@ async def new_user(
         # generate_key_helper_fn only forwards object_permission_id, so without this the entitlement
         # the caller sent would be dropped on the floor.
         data_json = await _set_object_permission(data_json=data_json, prisma_client=prisma_client)
-        _hash_password_in_dict(data_json)
+        _hash_password_in_dict(data_json, general_settings)
         teams = data.teams
         if teams is None:
             teams = check_if_default_team_set()
@@ -578,6 +585,11 @@ async def new_user(
             )
 
         user_id: Final = cast(str | None, response.get("user_id", None))
+        attached_team_ids: Final = (
+            await _fetch_user_team_ids(user_id=user_id, prisma_client=prisma_client)
+            if user_id is not None and (_team_id is not None or teams is not None)
+            else None
+        )
 
         if organization_ids is not None and user_id is not None:
             await _add_user_to_organizations(
@@ -594,6 +606,8 @@ async def new_user(
                 response_dict[key] = value
 
         response_dict["key"] = response.get("token", "")
+        if attached_team_ids is not None:
+            response_dict["teams"] = list(attached_team_ids)
 
         new_user_response: Final = NewUserResponse.model_validate(response_dict)
 
@@ -1405,7 +1419,7 @@ async def _update_single_user_helper(
 
     Returns the updated user data or raises an exception on failure.
     """
-    from litellm.proxy.proxy_server import litellm_proxy_admin_name, prisma_client
+    from litellm.proxy.proxy_server import general_settings, litellm_proxy_admin_name, prisma_client
 
     if prisma_client is None:
         raise Exception("Not connected to DB!")
@@ -1420,7 +1434,7 @@ async def _update_single_user_helper(
 
     data_json: Final[dict] = user_request.model_dump(exclude_unset=True)
     non_default_values = _update_internal_user_params(data_json=data_json, data=user_request)
-    _hash_password_in_dict(non_default_values)
+    _hash_password_in_dict(non_default_values, general_settings)
 
     existing_user_row: BaseModel | None = None
     if user_request.user_id:
diff --git a/litellm/proxy/management_endpoints/key_management_endpoints.py b/litellm/proxy/management_endpoints/key_management_endpoints.py
index c3403cf477c..d7d20d168b5 100644
--- a/litellm/proxy/management_endpoints/key_management_endpoints.py
+++ b/litellm/proxy/management_endpoints/key_management_endpoints.py
@@ -3785,15 +3785,22 @@ async def info_key_fn_v2(
 @router.get("/key/info", tags=["key management"], dependencies=[Depends(user_api_key_auth)])
 @management_endpoint_wrapper
 async def info_key_fn(
-    key: str | None = fastapi.Query(default=None, description="Key in the request parameters"),
+    key: str | None = fastapi.Query(
+        default=None,
+        description=(
+            "Key to look up. Pass the key's sha256 hash so the raw key stays out of URLs and access "
+            "logs. Example key='d5345c0ecc68ae6295c69f91926b2bd379e25481a40c34b5884d157a9f65d8fa'"
+        ),
+    ),
     user_api_key_dict: UserAPIKeyAuth = Depends(user_api_key_auth),
 ):
     """
     Retrieve information about a key.
 
     Parameters:
-    - key: str | None (query parameter) - The key to look up. Accepts the plaintext key or its hash.
-      Defaults to the key in the Authorization header.
+    - key: str | None (query parameter) - The key to look up. Accepts the plaintext key or its hash;
+      prefer the hash, since a query parameter is recorded verbatim by any HTTP access log in front
+      of the proxy. Defaults to the key in the Authorization header.
 
     Returns:
     - key: str - The key that was looked up, echoed back as it was passed in
@@ -3825,7 +3832,7 @@ async def info_key_fn(
 
     Example Curl:
     ```
-    curl -X GET "http://0.0.0.0:4000/key/info?key=sk-test-example-key-123" \
+    curl -X GET "http://0.0.0.0:4000/key/info?key=d5345c0ecc68ae6295c69f91926b2bd379e25481a40c34b5884d157a9f65d8fa" \
 -H "Authorization: Bearer sk-1234"
     ```
 
diff --git a/litellm/proxy/management_endpoints/model_management_endpoints.py b/litellm/proxy/management_endpoints/model_management_endpoints.py
index ca66640bf46..613e726f89d 100644
--- a/litellm/proxy/management_endpoints/model_management_endpoints.py
+++ b/litellm/proxy/management_endpoints/model_management_endpoints.py
@@ -68,6 +68,10 @@ from litellm.proxy.management_endpoints.team_endpoints import (
 from litellm.proxy.management_endpoints.team_endpoints import (
     update_team as _legacy_update_team,
 )
+from litellm.proxy.management_helpers.access_group_model_sync import (
+    sync_access_groups_for_deleted_model,
+    sync_access_groups_for_renamed_model,
+)
 from litellm.proxy.management_helpers.audit_logs import create_object_audit_log
 from litellm.proxy.spend_tracking.ptu_feature_flag import (
     PTU_COST_ATTRIBUTION_ENV_VAR,
@@ -715,6 +719,7 @@ async def patch_model(
             existing_params=db_model.litellm_params,
         )
 
+        requested_model_name: Final = patch_data.model_name
         # Handle team model updates with proper alias management
         update_data: Final = await _update_team_model_in_db(
             db_model=db_model,
@@ -741,6 +746,20 @@ async def patch_model(
                 param=None,
             )
 
+        stored_model_name: Final = update_data.get("model_name")
+        if (
+            stored_model_name is not None
+            and stored_model_name == requested_model_name
+            and stored_model_name != db_model.model_name
+        ):
+            await sync_access_groups_for_renamed_model(
+                prisma_client=prisma_client,
+                model_id=model_id,
+                old_name=db_model.model_name,
+                new_name=stored_model_name,
+                llm_router=llm_router,
+            )
+
         # Clear cache and reload models (uses config setting or defaults to preserving config models for DB updates)
         live_before_reload: Final = live_model_ids_snapshot()
         reload_outcome: Final = await clear_cache()
@@ -1673,6 +1692,12 @@ async def delete_model(
                     proxy_logging_obj=proxy_logging_obj,
                     llm_router=llm_router,
                 )
+            await sync_access_groups_for_deleted_model(
+                prisma_client=prisma_client,
+                model_id=model_info.id,
+                model_name=model_params.model_name,
+                llm_router=llm_router,
+            )
 
             ## CREATE AUDIT LOG ##
             asyncio.create_task(
@@ -2027,25 +2052,36 @@ async def update_model(
                 model_params.litellm_params[k] = encrypted_value
 
             ### MERGE WITH EXISTING DATA ###
-            merged_dictionary: Final = {}
             _mp: Final[dict[str, object]] = model_params.litellm_params.dict()
+            merged_dictionary: Final = {
+                key: _existing_litellm_params_dict[key] if value is None else value
+                for key, value in _mp.items()
+                if value is not None or _existing_litellm_params_dict.get(key) is not None
+            }
 
-            for key, value in _mp.items():
-                if value is not None:
-                    merged_dictionary[key] = value
-                elif key in _existing_litellm_params_dict and _existing_litellm_params_dict[key] is not None:
-                    merged_dictionary[key] = _existing_litellm_params_dict[key]
-                else:
-                    pass
-
+            renamed_to: Final = (
+                model_params.model_name
+                if model_params.model_name not in (None, deployment.model_name)
+                and deployment.model_info.team_id is None
+                else None
+            )
             _data: Final[dict[str, str]] = {
                 "litellm_params": json.dumps(merged_dictionary),
                 "updated_by": user_api_key_dict.user_id or LITELLM_PROXY_ADMIN_NAME,
+                **({} if renamed_to is None else {"model_name": renamed_to}),
             }
             model_response: Final = await _proxy_model_table(prisma_client).update(
                 where={"model_id": _model_id},
                 data=_data,
             )
+            if renamed_to is not None:
+                await sync_access_groups_for_renamed_model(
+                    prisma_client=prisma_client,
+                    model_id=_model_id,
+                    old_name=deployment.model_name,
+                    new_name=renamed_to,
+                    llm_router=llm_router,
+                )
 
             # Clear cache and reload models (uses config setting or defaults to preserving config models for DB updates)
             live_before_reload: Final = live_model_ids_snapshot()
diff --git a/litellm/proxy/management_endpoints/scim/scim_v2.py b/litellm/proxy/management_endpoints/scim/scim_v2.py
index ded57815e91..069f86c852c 100644
--- a/litellm/proxy/management_endpoints/scim/scim_v2.py
+++ b/litellm/proxy/management_endpoints/scim/scim_v2.py
@@ -29,6 +29,7 @@ import litellm
 from litellm._logging import verbose_proxy_logger
 from litellm._uuid import uuid
 from litellm.litellm_core_utils.safe_json_dumps import safe_dumps
+from litellm.models.user import SCIMPlaceholder
 from litellm.proxy._types import (
     LiteLLM_TeamTable,
     LiteLLM_UserTable,
@@ -585,6 +586,37 @@ async def _users_named_by_member_value(
     return tuple(dict.fromkeys(row.user_id for row in rows))
 
 
+async def _accounts_named_by_member_value(value: str, prisma_client: PrismaClient) -> tuple[str, ...]:
+    """Every user id this member value names, by user id, SSO identity or email.
+
+    Classification needs to know whether the value is one account's ``user_id`` and
+    whether it names any other account, so all three fields are read in one pass. The
+    id is compared exactly and unstripped, as a primary key lookup would; the
+    identities compare as ``_users_named_by_member_value`` describes. Two rows are
+    enough to tell one account from several, so the read stops there. Only a full
+    read that lacks the row keyed by the value leaves that row's existence open, and
+    only then is the id read on its own.
+    """
+    subject: Final = value.strip()
+    email: Final[_CaseInsensitiveMatch] = {"equals": subject, "mode": "insensitive"}
+    users: Final = _table(UserRepository(prisma_client))
+    rows: Final = await users.find_many(
+        where={  # mutable-ok: Prisma filter
+            "OR": [  # mutable-ok: Prisma filter
+                {"user_id": value},  # mutable-ok: Prisma filter
+                {"sso_user_id": subject},  # mutable-ok: Prisma filter
+                {"user_email": email},  # mutable-ok: Prisma filter
+            ],
+        },
+        take=2,
+    )
+    named: Final = tuple(dict.fromkeys(row.user_id for row in rows))
+    if len(named) < 2 or value in named:
+        return named
+    keyed: Final = await users.find_unique(where={"user_id": value})
+    return named if keyed is None else (value, *named)
+
+
 async def _classify_group_member(member: SCIMMember, prisma_client: PrismaClient) -> _ClassifiedGroupMember:
     """
     Decide what a single SCIM group member refers to.
@@ -627,11 +659,9 @@ async def _classify_group_member(member: SCIMMember, prisma_client: PrismaClient
     if member_type == "group":
         return _SkippedGroupMember(value=value, reason="nested_group")
 
-    user: Final = await _table(UserRepository(prisma_client)).find_unique(where={"user_id": value})
-    if user is not None:
-        shared_with: Final = tuple(
-            other for other in await _users_named_by_member_value(value, prisma_client) if other != value
-        )
+    named: Final = await _accounts_named_by_member_value(value, prisma_client)
+    if value in named:
+        shared_with: Final = tuple(other for other in named if other != value)
         if shared_with:
             verbose_proxy_logger.warning(
                 "SCIM: group member '%s' is one account's user id and is also account '%s' by SSO identity or email, "
@@ -651,7 +681,6 @@ async def _classify_group_member(member: SCIMMember, prisma_client: PrismaClient
         if team is not None and _team_metadata_has_scim_provenance(team.metadata):
             return _SkippedGroupMember(value=value, reason="existing_team")
 
-    named: Final = await _users_named_by_member_value(value, prisma_client)
     if len(named) == 1:
         verbose_proxy_logger.info(
             "SCIM: group member '%s' matched user_id '%s' by SSO identity or email",
@@ -1834,6 +1863,89 @@ async def delete_user(
         raise handle_exception_on_proxy(e)
 
 
+@scim_router.get(
+    "/placeholders",
+    response_model=tuple[SCIMPlaceholder, ...],
+    dependencies=(Depends(user_api_key_auth),),
+)
+async def list_placeholders() -> tuple[SCIMPlaceholder, ...]:
+    """
+    List user rows whose id is another account's SSO identity or email.
+
+    An earlier release provisioned a group member it could not match as a user keyed
+    by the raw member value, and that row now shadows the account the value really
+    names, so every push of that member is refused. This lists those rows so an
+    operator can fold each one into the account it shadows with
+    ``POST /scim/v2/placeholders/{user_id}/merge``. A row that has an SSO identity of
+    its own or owns virtual keys is left out: someone uses that account.
+    """
+    try:
+        prisma_client: Final = await _get_prisma_client_or_raise_exception()
+        async with prisma_client.tx() as tx:
+            return await UserRepository(prisma_client).find_shadowing_placeholders(tx)
+    except Exception as e:
+        raise handle_exception_on_proxy(e)
+
+
+def _placeholder_rejection(placeholder: LiteLLM_UserTable, resolved: tuple[str, ...], key_count: int) -> str | None:
+    if placeholder.sso_user_id is not None:
+        return f"User '{placeholder.user_id}' has an SSO identity of its own, so it is an account someone signs in to"
+    if key_count:
+        return f"User '{placeholder.user_id}' owns {key_count} virtual keys. Move or delete them before merging it"
+    if not resolved:
+        return f"User '{placeholder.user_id}' shadows no account: no other user has that id as SSO identity or email"
+    if len(resolved) > 1:
+        return (
+            f"User '{placeholder.user_id}' names {len(resolved)} accounts ({', '.join(resolved)}). Resolve that first"
+        )
+    return None
+
+
+@scim_router.post(
+    "/placeholders/{user_id}/merge",
+    response_model=SCIMPlaceholderMergeResult,
+    dependencies=(Depends(user_api_key_auth),),
+)
+async def merge_placeholder(
+    user_id: str = Path(..., title="User ID"),
+) -> SCIMPlaceholderMergeResult:
+    """
+    Fold a placeholder user into the one account its id names by SSO identity or email.
+
+    The account is added to every team the placeholder is on, then the placeholder is
+    deleted the way ``DELETE /scim/v2/Users/{id}`` deletes a user, so the next group
+    push resolves the member value to the real account. Refused with 409 when the row
+    has an SSO identity of its own, owns virtual keys, or names no account or several.
+    """
+    try:
+        prisma_client: Final = await _get_prisma_client_or_raise_exception()
+        placeholder: Final = await _check_user_exists(user_id)
+        resolved: Final = tuple(
+            other for other in await _users_named_by_member_value(user_id, prisma_client, take=None) if other != user_id
+        )
+        owned_keys: Final[_UserIdWhere] = {"user_id": user_id}
+        keys: Final = await _table(VerificationTokenRepository(prisma_client)).find_many(where=owned_keys)
+        rejection: Final = _placeholder_rejection(placeholder, resolved, len(keys))
+        if rejection is not None:
+            detail: Final[_ScimErrorDetail] = {"error": rejection}
+            raise HTTPException(status_code=409, detail=detail)
+
+        target_user_id: Final = resolved[0]
+        team_ids: Final = tuple(placeholder.teams)
+        for team_id in team_ids:
+            await _add_user_to_team(user_id=target_user_id, team_id=team_id)
+        await delete_user(user_id=user_id)
+        await _recompute_scim_member_roles(prisma_client, (target_user_id,))
+        verbose_proxy_logger.info(
+            "SCIM: merged placeholder user '%s' into '%s', moving teams %s", user_id, target_user_id, team_ids
+        )
+        return SCIMPlaceholderMergeResult(
+            placeholder_user_id=user_id, merged_into_user_id=target_user_id, team_ids=team_ids
+        )
+    except Exception as e:
+        raise handle_exception_on_proxy(e)
+
+
 def _parse_member_entry(entry: object) -> SCIMMember | None:
     """Parse one entry of a SCIM patch value, or None when it carries no id."""
     if isinstance(entry, str):
diff --git a/litellm/proxy/management_endpoints/sso/saml_sso.py b/litellm/proxy/management_endpoints/sso/saml_sso.py
index 3e67b211f62..12e1f1a03f3 100644
--- a/litellm/proxy/management_endpoints/sso/saml_sso.py
+++ b/litellm/proxy/management_endpoints/sso/saml_sso.py
@@ -36,6 +36,7 @@ from pydantic import ValidationError
 
 from litellm._logging import verbose_proxy_logger
 from litellm.caching.dual_cache import DualCache
+from litellm.proxy.auth.ip_address_utils import IPAddressUtils
 from litellm.proxy.management_endpoints.types import CustomOpenID, get_litellm_user_role
 from litellm.proxy.utils import get_custom_url
 
@@ -131,7 +132,7 @@ class SAMLAuthHandler:
 
     @staticmethod
     def _is_https(request: Request) -> bool:
-        return SAMLAuthHandler._base_url(request).startswith("https")
+        return IPAddressUtils.is_request_https(request)
 
     @staticmethod
     def _acs_url(request: Request) -> str:
@@ -442,7 +443,9 @@ class SAMLAuthHandler:
         last_name: Final = SAMLAuthHandler._attribute_value(
             attributes, "SAML_ATTRIBUTE_LAST_NAME", _LAST_NAME_ATTRIBUTE_CANDIDATES
         )
-        role_value = SAMLAuthHandler._attribute_value(attributes, "SAML_ATTRIBUTE_ROLE", _ROLE_ATTRIBUTE_CANDIDATES)
+        role_values: Final = SAMLAuthHandler._attribute_values(
+            attributes, "SAML_ATTRIBUTE_ROLE", _ROLE_ATTRIBUTE_CANDIDATES
+        )
         team_ids: Final = SAMLAuthHandler._attribute_values(
             attributes, "SAML_ATTRIBUTE_TEAM_IDS", _TEAM_IDS_ATTRIBUTE_CANDIDATES
         )
@@ -463,7 +466,7 @@ class SAMLAuthHandler:
                 picture=None,
                 provider="saml",
                 team_ids=team_ids,
-                user_role=get_litellm_user_role(role_value) if role_value else None,
+                user_role=get_litellm_user_role(role_values),
             )
         except ValidationError as e:
             raise HTTPException(
diff --git a/litellm/proxy/management_endpoints/team_endpoints.py b/litellm/proxy/management_endpoints/team_endpoints.py
index 714cf252e69..72cdc75c29e 100644
--- a/litellm/proxy/management_endpoints/team_endpoints.py
+++ b/litellm/proxy/management_endpoints/team_endpoints.py
@@ -4318,6 +4318,8 @@ async def _resolve_team_access_group_resources(
                     access_group_id=group.access_group_id,
                     access_group_name=group.access_group_name,
                     models=tuple(group.access_model_names or ()),
+                    mcp_server_ids=tuple(group.access_mcp_server_ids or ()),
+                    agent_ids=tuple(group.access_agent_ids or ()),
                 )
                 for group in resolved_groups
             ),
diff --git a/litellm/proxy/management_endpoints/types.py b/litellm/proxy/management_endpoints/types.py
index 070df97d09a..4414eed97b2 100644
--- a/litellm/proxy/management_endpoints/types.py
+++ b/litellm/proxy/management_endpoints/types.py
@@ -4,12 +4,44 @@ Types for the management endpoints
 Might include fastapi/proxy requirements.txt related imports
 """
 
+from collections.abc import Iterable, Sequence
 from typing import Any, Final, cast
 
 from fastapi_sso.sso.base import OpenID
 
 from litellm.proxy._types import LitellmUserRoles
 
+# Ordered highest to lowest privilege
+LITELLM_USER_ROLE_HIERARCHY: Final = (
+    LitellmUserRoles.PROXY_ADMIN,
+    LitellmUserRoles.PROXY_ADMIN_VIEW_ONLY,
+    LitellmUserRoles.INTERNAL_USER,
+    LitellmUserRoles.INTERNAL_USER_VIEW_ONLY,
+)
+
+
+def highest_privilege_role(roles: Iterable[LitellmUserRoles]) -> LitellmUserRoles | None:
+    """
+    Pick the highest privilege role out of the roles an IdP asserted for one user.
+
+    IdPs do not guarantee ordering within a multi-valued role claim, so a user holding
+    several roles resolves to the most privileged one rather than whichever came first.
+    Roles the hierarchy does not rank (org_admin, team, customer) resolve by name to stay
+    deterministic.
+
+    Args:
+        roles: The roles resolved from the claim
+
+    Returns:
+        The highest privilege role, or None if `roles` is empty
+    """
+    resolved: Final = frozenset(roles)
+    if not resolved:
+        return None
+
+    ranked: Final = next((role for role in LITELLM_USER_ROLE_HIERARCHY if role in resolved), None)
+    return ranked if ranked is not None else min(resolved, key=lambda role: role.value)
+
 
 def is_valid_litellm_user_role(role_str: str) -> bool:
     """
@@ -28,12 +60,22 @@ def is_valid_litellm_user_role(role_str: str) -> bool:
         return False
 
 
-def get_litellm_user_role(role_str) -> LitellmUserRoles | None:
+def _role_from_claim_value(role_str: object) -> LitellmUserRoles | None:
+    if not isinstance(role_str, str):
+        return None
+    # Use _value2member_map_ for O(1) lookup, case-insensitive
+    result: Final = LitellmUserRoles._value2member_map_.get(role_str.lower())
+    return cast(LitellmUserRoles | None, result)
+
+
+def get_litellm_user_role(role_str: object) -> LitellmUserRoles | None:
     """
     Convert a string (or list of strings) to a LitellmUserRoles enum if valid (case-insensitive).
 
     Handles list inputs since some SSO providers (e.g., Keycloak) return roles
-    as arrays like ["proxy_admin"] instead of plain strings.
+    as arrays like ["proxy_admin"] instead of plain strings. A claim carrying several
+    roles resolves to the highest privilege one, so a user does not lose access just
+    because the IdP listed a weaker role first.
 
     Args:
         role_str: String or list to convert (e.g., "proxy_admin", ["proxy_admin"])
@@ -41,16 +83,12 @@ def get_litellm_user_role(role_str) -> LitellmUserRoles | None:
     Returns:
         LitellmUserRoles enum if valid, None otherwise
     """
-    try:
-        if isinstance(role_str, list):
-            if len(role_str) == 0:
-                return None
-            role_str = role_str[0]
-        # Use _value2member_map_ for O(1) lookup, case-insensitive
-        result: Final = LitellmUserRoles._value2member_map_.get(role_str.lower())
-        return cast(LitellmUserRoles | None, result)
-    except Exception:
-        return None
+    if isinstance(role_str, (list, tuple)):
+        entries: Final = cast(Sequence[object], role_str)  # cast-ok: isinstance narrows the claim, not its elements
+        return highest_privilege_role(
+            role for role in (_role_from_claim_value(entry) for entry in entries) if role is not None
+        )
+    return _role_from_claim_value(role_str)
 
 
 class CustomOpenID(OpenID):
diff --git a/litellm/proxy/management_endpoints/ui_sso.py b/litellm/proxy/management_endpoints/ui_sso.py
index 606569c5b8b..84150ef7935 100644
--- a/litellm/proxy/management_endpoints/ui_sso.py
+++ b/litellm/proxy/management_endpoints/ui_sso.py
@@ -89,9 +89,10 @@ from litellm.proxy._types import (
 from litellm.proxy.auth.auth_checks import ExperimentalUIJWTToken, get_user_object
 from litellm.proxy.auth.auth_utils import (
     _get_request_ip_address,
-    _has_user_setup_sso,
+    has_user_setup_sso,
 )
 from litellm.proxy.auth.handle_jwt import JWTHandler
+from litellm.proxy.auth.ip_address_utils import IPAddressUtils
 from litellm.proxy.auth.user_api_key_auth import user_api_key_auth
 from litellm.proxy.common_utils.admin_ui_utils import (
     admin_ui_disabled,
@@ -111,6 +112,7 @@ from litellm.proxy.management_endpoints.sso_helper_utils import (
 )
 from litellm.proxy.management_endpoints.team_endpoints import new_team, team_member_add
 from litellm.proxy.management_endpoints.types import (
+    LITELLM_USER_ROLE_HIERARCHY,
     CustomOpenID,
     get_litellm_user_role,
     is_valid_litellm_user_role,
@@ -808,15 +810,6 @@ def normalize_email(email: str | None) -> str | None:
     return email.lower() if isinstance(email, str) else email
 
 
-# Ordered highest to lowest privilege
-LITELLM_USER_ROLE_HIERARCHY: Final = (
-    LitellmUserRoles.PROXY_ADMIN,
-    LitellmUserRoles.PROXY_ADMIN_VIEW_ONLY,
-    LitellmUserRoles.INTERNAL_USER,
-    LitellmUserRoles.INTERNAL_USER_VIEW_ONLY,
-)
-
-
 def determine_role_from_groups(
     user_groups: list[str],
     role_mappings: "RoleMappings",
@@ -1118,7 +1111,7 @@ async def google_login(
             request=request,
         )
         if sso_redirect is not None:
-            _persist_return_to_cookie(sso_redirect, return_to)
+            _persist_return_to_cookie(sso_redirect, return_to, request)
         return sso_redirect
 
     from fastapi.responses import HTMLResponse
@@ -1138,7 +1131,7 @@ async def google_login(
     # helper the SSO branch uses, so /login can resume the connect flow instead of dead-ending at the
     # dashboard. One implementation → the two sign-in branches cannot diverge (and the login form always
     # renders, since the helper never raises on a bad return_to).
-    _persist_return_to_cookie(form_response, return_to)
+    _persist_return_to_cookie(form_response, return_to, request)
     return form_response
 
 
@@ -2617,7 +2610,7 @@ async def get_ui_settings(request: Request):
     _proxy_base_url: Final = os.getenv("PROXY_BASE_URL", None)
     _logout_url: Final = os.getenv("PROXY_LOGOUT_URL", None)
     _api_doc_base_url: Final = os.getenv("LITELLM_UI_API_DOC_BASE_URL", None)
-    _is_sso_enabled: Final = _has_user_setup_sso()
+    _is_sso_enabled: Final = has_user_setup_sso()
     disable_expensive_db_queries: Final = (
         proxy_state.get_proxy_state_variable("spend_logs_row_count") > MAX_SPENDLOG_ROWS_TO_QUERY
     )
@@ -2741,6 +2734,7 @@ async def _sso_return_to_redirect(
     jwt_token: str,
     redis_usage_cache,
     user_api_key_cache,
+    request: Request,
 ) -> RedirectResponse | None:
     """Resolve the post-SSO redirect for a ``return_to``, or None to fall through to the dashboard.
 
@@ -2759,7 +2753,7 @@ async def _sso_return_to_redirect(
 
     if _is_same_origin_return_path(return_to):
         redirect_response = RedirectResponse(url=return_to, status_code=303)
-        redirect_response.set_cookie(key="token", value=jwt_token)
+        set_session_token_cookie(redirect_response, request, jwt_token)
         redirect_response.delete_cookie("litellm_cp_return_to")
         return redirect_response
 
@@ -2782,7 +2776,25 @@ async def _sso_return_to_redirect(
     return None
 
 
-def _persist_return_to_cookie(response: Response, return_to: str | None) -> None:
+def set_session_token_cookie(response: Response, request: Request, jwt_token: str) -> None:
+    """Set the ``token`` session cookie shared by every sign-in path.
+
+    Not HttpOnly: the dashboard reads this cookie via ``document.cookie`` to
+    populate its own Authorization headers (see
+    ``ui/litellm-dashboard/src/utils/cookieUtils.ts``), so marking it
+    HttpOnly would break login. Secure is still required whenever the public
+    origin is HTTPS, resolved the same trust-aware way as every other
+    litellm cookie."""
+    response.set_cookie(
+        key="token",
+        value=jwt_token,
+        secure=IPAddressUtils.is_request_https(request),
+        httponly=False,
+        samesite="lax",
+    )
+
+
+def _persist_return_to_cookie(response: Response, return_to: str | None, request: Request) -> None:
     """Best-effort: persist a SAFE ``return_to`` on ``response`` as the one-shot ``litellm_cp_return_to``
     cookie so ANY sign-in path — SSO / Okta / generic OR the username/password form — can resume there
     afterwards. THIS is the single source of truth, called by every sign-in branch so they cannot
@@ -2803,6 +2815,7 @@ def _persist_return_to_cookie(response: Response, return_to: str | None) -> None
             max_age=600,
             httponly=True,
             samesite="lax",
+            secure=IPAddressUtils.is_request_https(request),
         )
 
 
@@ -3079,8 +3092,11 @@ class SSOAuthenticationHandler:
                     # incoming request is HTTP (local dev).  Without
                     # ``Secure`` the cookie is sent over plain HTTP,
                     # letting a network observer read and replay the
-                    # state value and bypass this protection.
-                    secure_flag: Final = request is None or request.url.scheme == "https"
+                    # state value and bypass this protection. Trust-aware:
+                    # honors PROXY_BASE_URL / a trusted reverse proxy's
+                    # X-Forwarded-Proto instead of only the literal scheme
+                    # litellm sees on the wire.
+                    secure_flag: Final = request is None or IPAddressUtils.is_request_https(request)
                     redirect_response.set_cookie(
                         key="litellm_oauth_state",
                         value=state_value,
@@ -3628,6 +3644,7 @@ class SSOAuthenticationHandler:
             jwt_token=jwt_token,
             redis_usage_cache=redis_usage_cache,
             user_api_key_cache=user_api_key_cache,
+            request=request,
         )
         if return_to_redirect is not None:
             return return_to_redirect
@@ -3636,7 +3653,7 @@ class SSOAuthenticationHandler:
             litellm_dashboard_ui += "?login=success"
         verbose_proxy_logger.info("Redirecting to %s", litellm_dashboard_ui)
         redirect_response: Final = RedirectResponse(url=litellm_dashboard_ui, status_code=303)
-        redirect_response.set_cookie(key="token", value=jwt_token)
+        set_session_token_cookie(redirect_response, request, jwt_token)
         return redirect_response
 
     @staticmethod
@@ -4287,14 +4304,7 @@ class MicrosoftSSOHandler:
         listed first. Roles the hierarchy does not rank (org_admin, team, customer)
         resolve by name to stay deterministic
         """
-        resolved: Final = frozenset(
-            role for role in (get_litellm_user_role(role_str) for role_str in app_roles or ()) if role is not None
-        )
-        if not resolved:
-            return None
-
-        ranked: Final = next((role for role in LITELLM_USER_ROLE_HIERARCHY if role in resolved), None)
-        return ranked if ranked is not None else min(resolved, key=lambda role: role.value)
+        return get_litellm_user_role(tuple(app_roles or ()))
 
     @staticmethod
     def get_app_roles_from_id_token(id_token: str | None) -> list[str]:
diff --git a/litellm/proxy/management_helpers/access_group_key_sync.py b/litellm/proxy/management_helpers/access_group_key_sync.py
index 5d43cb29978..c9f93fae0d9 100644
--- a/litellm/proxy/management_helpers/access_group_key_sync.py
+++ b/litellm/proxy/management_helpers/access_group_key_sync.py
@@ -38,6 +38,7 @@ from litellm.proxy._types import (
 from litellm.proxy.auth.auth_checks import (
     _delete_cache_access_object,  # pyright: ignore[reportPrivateUsage]  # the access-group endpoints reach for this same cache primitive
 )
+from litellm.proxy.db.routing_prisma_wrapper import WriterPinnedClient
 from litellm.repositories.table_repositories import AccessGroupRepository
 
 
@@ -72,8 +73,9 @@ _REPOINT_KEY_SQL: Final = (
 
 
 def _raw_executor(prisma_client: object) -> _RawExecutor:
-    """Narrow the untyped Prisma client down to the raw-query call this module makes."""
-    return AccessGroupRepository(prisma_client).prisma_client.db  # pyright: ignore[reportAny]  # untyped Prisma client
+    """Narrow the untyped Prisma client down to the raw-query call this module makes, pinned to the writer."""
+    db: Final = AccessGroupRepository(prisma_client).prisma_client.db  # pyright: ignore[reportAny]  # untyped Prisma client
+    return WriterPinnedClient(db).db  # pyright: ignore[reportAny, reportReturnType]  # untyped Prisma client behind the pin
 
 
 async def _invalidate_access_group_cache(access_group_id: str) -> None:
diff --git a/litellm/proxy/management_helpers/access_group_model_sync.py b/litellm/proxy/management_helpers/access_group_model_sync.py
new file mode 100644
index 00000000000..b9d81f2981f
--- /dev/null
+++ b/litellm/proxy/management_helpers/access_group_model_sync.py
@@ -0,0 +1,119 @@
+"""
+Keep `litellm_accessgrouptable.access_model_names` pointing at deployment names that still exist.
+
+Unified access groups store model names, not ids, so a deployment rename or delete that leaves
+the arrays alone strands every group on a name nothing serves any more.
+"""
+
+from collections.abc import Sequence
+from typing import Final, Protocol
+
+from pydantic import BaseModel
+
+from litellm.proxy.db.routing_prisma_wrapper import WriterPinnedClient
+from litellm.proxy.management_helpers.access_group_team_sync import invalidate_access_group_caches
+from litellm.repositories.table_repositories import AccessGroupRepository
+from litellm.router import Router
+
+
+class _TouchedGroupRow(BaseModel):
+    access_group_id: str
+
+
+class _DeploymentCountRow(BaseModel):
+    deployment_count: int
+
+
+class _RawExecutor(Protocol):
+    async def query_raw(self, query: str, *args: str) -> Sequence[object]: ...
+
+
+_BACKING_DEPLOYMENTS_SQL: Final = (
+    'SELECT COUNT(*)::int AS deployment_count FROM "LiteLLM_ProxyModelTable" WHERE "model_name" = $1'
+)
+
+_REPLACE_MODEL_NAME_SQL: Final = (
+    'UPDATE "LiteLLM_AccessGroupTable" '
+    'SET "access_model_names" = array_replace(array_remove("access_model_names", $2), $1, $2) '
+    'WHERE $1 = ANY("access_model_names") '
+    'RETURNING "access_group_id"'
+)
+
+_APPEND_MODEL_NAME_SQL: Final = (
+    'UPDATE "LiteLLM_AccessGroupTable" '
+    'SET "access_model_names" = array_append("access_model_names", $2) '
+    'WHERE $1 = ANY("access_model_names") AND NOT ($2 = ANY("access_model_names")) '
+    'RETURNING "access_group_id"'
+)
+
+_REMOVE_MODEL_NAME_SQL: Final = (
+    'UPDATE "LiteLLM_AccessGroupTable" '
+    'SET "access_model_names" = array_remove("access_model_names", $1) '
+    'WHERE $1 = ANY("access_model_names") '
+    'RETURNING "access_group_id"'
+)
+
+
+def _raw_executor(prisma_client: object) -> _RawExecutor:
+    db: Final = AccessGroupRepository(prisma_client).prisma_client.db  # pyright: ignore[reportAny]  # untyped Prisma client
+    return WriterPinnedClient(db).db  # pyright: ignore[reportAny, reportReturnType]  # untyped Prisma client behind the pin
+
+
+def _config_sourced_sibling(llm_router: Router, deployment_id: str, model_id: str) -> bool:
+    if deployment_id == model_id:
+        return False
+    deployment: Final = llm_router.get_deployment(model_id=deployment_id)
+    return deployment is not None and not deployment.model_info.db_model
+
+
+def _served_by_a_config_deployment(llm_router: Router | None, model_name: str, model_id: str) -> bool:
+    if llm_router is None:
+        return False
+    return any(
+        _config_sourced_sibling(llm_router, deployment_id, model_id)
+        for deployment_id in llm_router.get_model_ids(model_name=model_name)
+    )
+
+
+async def _still_backed(executor: _RawExecutor, llm_router: Router | None, model_name: str, model_id: str) -> bool:
+    if _served_by_a_config_deployment(llm_router, model_name, model_id):
+        return True
+    count_rows: Final = await executor.query_raw(_BACKING_DEPLOYMENTS_SQL, model_name)
+    return any(_DeploymentCountRow.model_validate(row).deployment_count > 0 for row in count_rows)
+
+
+async def _rewrite_groups(executor: _RawExecutor, sql: str, *names: str) -> None:
+    touched_rows: Final = await executor.query_raw(sql, *names)
+    await invalidate_access_group_caches(
+        tuple(_TouchedGroupRow.model_validate(row).access_group_id for row in touched_rows)
+    )
+
+
+async def sync_access_groups_for_renamed_model(
+    prisma_client: object,
+    *,
+    model_id: str,
+    old_name: str,
+    new_name: str,
+    llm_router: Router | None,
+) -> None:
+    if old_name == new_name:
+        return
+    executor: Final = _raw_executor(prisma_client)
+    old_name_still_backed: Final = await _still_backed(executor, llm_router, old_name, model_id)
+    await _rewrite_groups(
+        executor, _APPEND_MODEL_NAME_SQL if old_name_still_backed else _REPLACE_MODEL_NAME_SQL, old_name, new_name
+    )
+
+
+async def sync_access_groups_for_deleted_model(
+    prisma_client: object,
+    *,
+    model_id: str,
+    model_name: str,
+    llm_router: Router | None,
+) -> None:
+    executor: Final = _raw_executor(prisma_client)
+    if await _still_backed(executor, llm_router, model_name, model_id):
+        return
+    await _rewrite_groups(executor, _REMOVE_MODEL_NAME_SQL, model_name)
diff --git a/litellm/proxy/openai_files_endpoints/batch_file_validation.py b/litellm/proxy/openai_files_endpoints/batch_file_validation.py
index 0aee5e8cc54..a41bd36d510 100644
--- a/litellm/proxy/openai_files_endpoints/batch_file_validation.py
+++ b/litellm/proxy/openai_files_endpoints/batch_file_validation.py
@@ -2,7 +2,9 @@ import json
 from collections.abc import Iterator
 from dataclasses import dataclass
 from itertools import chain
-from typing import BinaryIO, Final, NoReturn, assert_never
+from typing import BinaryIO, Final, NoReturn
+
+from typing_extensions import assert_never
 
 from litellm.proxy._types import ProxyException
 
diff --git a/litellm/proxy/openai_files_endpoints/files_endpoints.py b/litellm/proxy/openai_files_endpoints/files_endpoints.py
index 9bc90260de1..bf07f4748ef 100644
--- a/litellm/proxy/openai_files_endpoints/files_endpoints.py
+++ b/litellm/proxy/openai_files_endpoints/files_endpoints.py
@@ -70,6 +70,15 @@ from litellm.proxy.openai_files_endpoints.common_utils import (
     validate_managed_files_requirement,
     validate_managed_id_requirement,
 )
+from litellm.proxy.openai_files_endpoints.general_upload_validation import (
+    MB,
+    check_blocked_extension,
+    check_unsafe_filename,
+    check_upload_file_size,
+    coerce_optional_int_setting,
+    coerce_optional_str_list_setting,
+    raise_upload_validation_failure,
+)
 from litellm.proxy.utils import ProxyLogging, is_known_model
 from litellm.repositories.table_repositories import ManagedFileRepository
 from litellm.router import Router
@@ -397,13 +406,23 @@ async def create_file(
     # descriptor and its disk blocks until the collector runs.
     spools: Final[list[BinaryIO]] = []  # mutable-ok: filled as the scan opens handles
     try:
+        unsafe_filename_failure: Final = check_unsafe_filename(file.filename)
+        if unsafe_filename_failure is not None:
+            raise_upload_validation_failure(unsafe_filename_failure)
+
+        max_file_size_mb: Final = coerce_optional_int_setting(general_settings.get("max_file_size_mb"))
+
         # Batch uploads can be gigabytes. Starlette has already spooled the upload
         # to disk, so stream from that handle instead of reading it into memory.
-        # Other uploads are small and stay in-memory bytes.
+        # Other uploads stay in-memory bytes, bounded to max_file_size_mb (plus one
+        # byte, to still tell "exactly at the limit" from "over it") when it is set,
+        # so an oversized upload cannot be read to completion before it is rejected.
         file_source: bytes | BinaryIO
         if purpose == "batch":
             await file.seek(0)
             file_source = file.file
+        elif max_file_size_mb is not None and max_file_size_mb > 0:
+            file_source = await file.read(max_file_size_mb * MB + 1)
         else:
             file_source = await file.read()
         custom_llm_provider = (
@@ -442,6 +461,15 @@ async def create_file(
         # Cast purpose to OpenAIFilesPurpose type
         purpose = cast(OpenAIFilesPurpose, purpose)
 
+        general_size_failure: Final = check_upload_file_size(file_source, max_file_size_mb)
+        if general_size_failure is not None:
+            raise_upload_validation_failure(general_size_failure)
+
+        blocked_extensions: Final = coerce_optional_str_list_setting(general_settings.get("blocked_file_extensions"))
+        blocked_extension_failure: Final = check_blocked_extension(file.filename, blocked_extensions)
+        if blocked_extension_failure is not None:
+            raise_upload_validation_failure(blocked_extension_failure)
+
         if purpose == "batch":
             batch_file_failure: Final = await asyncio.to_thread(
                 check_batch_file_upload,
diff --git a/litellm/proxy/openai_files_endpoints/general_upload_validation.py b/litellm/proxy/openai_files_endpoints/general_upload_validation.py
new file mode 100644
index 00000000000..8c59a520272
--- /dev/null
+++ b/litellm/proxy/openai_files_endpoints/general_upload_validation.py
@@ -0,0 +1,152 @@
+"""
+Upload validation applied to every purpose at POST /v1/files.
+
+batch_file_validation.py checks the JSONL shape of purpose="batch" uploads; this
+module applies the same fast-fail-before-forwarding shape (size cap, blocked
+extensions, path-traversal filenames) regardless of purpose.
+"""
+
+from dataclasses import dataclass
+from pathlib import Path
+from typing import BinaryIO, Final, NoReturn
+
+from typing_extensions import assert_never
+
+from litellm.proxy._types import ProxyException
+from litellm.proxy.common_utils.path_utils import safe_filename
+
+MB: Final = 1024 * 1024
+
+
+def coerce_optional_int_setting(raw: object) -> int | None:
+    """A general_settings value declared as an optional integer, e.g. max_file_size_mb.
+
+    bool is an int subclass, so an explicit isinstance(raw, bool) exclusion is needed
+    or a YAML `true`/`false` would silently pass as 1/0.
+    """
+    if raw is None:
+        return None
+    if isinstance(raw, int) and not isinstance(raw, bool):
+        return raw
+    raise TypeError(f"expected an integer, got {raw!r}")
+
+
+def coerce_optional_str_list_setting(raw: object) -> tuple[str, ...]:
+    """A general_settings value declared as an optional list of strings, e.g. blocked_file_extensions."""
+    if raw is None:
+        return ()
+    if not isinstance(raw, list) or not all(isinstance(item, str) for item in raw):
+        raise TypeError(f"expected a list of strings, got {raw!r}")
+    return tuple(raw)
+
+
+@dataclass(frozen=True, slots=True)
+class UploadedFileTooLarge:
+    size_bytes: int
+    limit_mb: int
+
+
+@dataclass(frozen=True, slots=True)
+class UploadedFileBlockedExtension:
+    extension: str
+
+
+@dataclass(frozen=True, slots=True)
+class UploadedFileUnsafeFilename:
+    filename: str
+
+
+UploadValidationFailure = UploadedFileTooLarge | UploadedFileBlockedExtension | UploadedFileUnsafeFilename
+
+
+def _file_size_bytes(file_source: bytes | BinaryIO) -> int:
+    if isinstance(file_source, bytes):
+        return len(file_source)
+    original_position: Final = file_source.tell()
+    file_source.seek(0, 2)
+    size: Final = file_source.tell()
+    file_source.seek(original_position)
+    return size
+
+
+def check_upload_file_size(
+    file_source: bytes | BinaryIO,
+    max_file_size_mb: int | None,
+) -> UploadedFileTooLarge | None:
+    if max_file_size_mb is None or max_file_size_mb <= 0:
+        return None
+    size_bytes: Final = _file_size_bytes(file_source)
+    if size_bytes > max_file_size_mb * MB:
+        return UploadedFileTooLarge(size_bytes=size_bytes, limit_mb=max_file_size_mb)
+    return None
+
+
+def check_blocked_extension(
+    filename: str | None,
+    blocked_extensions: tuple[str, ...],
+) -> UploadedFileBlockedExtension | None:
+    if not blocked_extensions or not filename:
+        return None
+    try:
+        extension: Final = Path(safe_filename(filename)).suffix.lower()
+    except ValueError:
+        return None
+    # The uploaded name's extension is normalized above; blocked_extensions comes
+    # straight from config.yaml or the DB and is normalized here too, so a
+    # differently-cased entry (".EXE") still catches a lowercase upload.
+    normalized_blocked: Final = frozenset(item.lower() for item in blocked_extensions)
+    if extension and extension in normalized_blocked:
+        return UploadedFileBlockedExtension(extension=extension)
+    return None
+
+
+def check_unsafe_filename(filename: str | None) -> UploadedFileUnsafeFilename | None:
+    """Reject a filename before it can influence any storage path or backend call.
+
+    Only flags a genuine traversal component ("..") or a null byte, so an ordinary
+    name like "report.v2.pdf" or ".env" is never rejected.
+    """
+    if not filename:
+        return None
+    if "\x00" in filename:
+        return UploadedFileUnsafeFilename(filename=filename)
+    normalized: Final = filename.replace("\\", "/")
+    if any(part == ".." for part in normalized.split("/")):
+        return UploadedFileUnsafeFilename(filename=filename)
+    return None
+
+
+def raise_upload_validation_failure(failure: UploadValidationFailure) -> NoReturn:
+    match failure:
+        case UploadedFileTooLarge(size_bytes=size_bytes, limit_mb=limit_mb):
+            raise ProxyException(
+                message=(
+                    f"Uploaded file exceeds the configured max_file_size_mb of {limit_mb} MB "
+                    f"(read stopped at {size_bytes / MB:.1f} MB). The file was not forwarded to the provider."
+                ),
+                type="invalid_request_error",
+                param="file",
+                code=413,
+            )
+        case UploadedFileBlockedExtension(extension=extension):
+            raise ProxyException(
+                message=(
+                    f"File extension '{extension}' is blocked by this proxy's blocked_file_extensions "
+                    "setting. The file was not forwarded to the provider."
+                ),
+                type="invalid_request_error",
+                param="file",
+                code=400,
+            )
+        case UploadedFileUnsafeFilename(filename=filename):
+            raise ProxyException(
+                message=(
+                    f"Filename '{filename}' is not allowed: directory traversal sequences are not "
+                    "permitted in uploaded file names. The file was not forwarded to the provider."
+                ),
+                type="invalid_request_error",
+                param="file",
+                code=400,
+            )
+        case _:
+            assert_never(failure)
diff --git a/litellm/proxy/pass_through_endpoints/llm_passthrough_endpoints.py b/litellm/proxy/pass_through_endpoints/llm_passthrough_endpoints.py
index 78d8ce296b8..29f216fd450 100644
--- a/litellm/proxy/pass_through_endpoints/llm_passthrough_endpoints.py
+++ b/litellm/proxy/pass_through_endpoints/llm_passthrough_endpoints.py
@@ -1730,8 +1730,18 @@ def get_vertex_ai_allowed_incoming_headers(request: Request) -> dict:
     return headers
 
 
+def _is_vertex_anthropic_count_tokens_route(endpoint: str) -> bool:
+    return endpoint.rsplit("/", 1)[-1].split(":", 1)[0] == "count-tokens"
+
+
+def _upstream_headers_for_vertex_route(endpoint: str, headers: Mapping[str, str]) -> Mapping[str, str]:
+    if not _is_vertex_anthropic_count_tokens_route(endpoint):
+        return headers
+    return MappingProxyType({name: value for name, value in headers.items() if name.lower() != "anthropic-beta"})
+
+
 def get_vertex_pass_through_handler(
-    call_type: Literal["discovery", "aiplatform"],  # noqa: UP037
+    call_type: Literal["discovery", "aiplatform"],  # noqa: UP037  # ruff reports quoted Literal values here
 ) -> BaseVertexAIPassThroughHandler:
     if call_type == "discovery":
         return VertexAIDiscoveryPassThroughHandler()
@@ -2128,7 +2138,7 @@ async def _base_vertex_proxy_route(
     endpoint_func: Final = create_pass_through_route(
         endpoint=endpoint,
         target=target,
-        custom_headers=headers,
+        custom_headers=_upstream_headers_for_vertex_route(endpoint, headers),
         is_streaming_request=is_streaming_request,
     )  # dynamically construct pass-through endpoint based on incoming path
 
@@ -2961,7 +2971,6 @@ async def handle_gigachat_passthrough_router_model(
     """
     from litellm.proxy.common_request_processing import ProxyBaseLLMRequestProcessing
 
-    # Detect streaming based on request body
     is_streaming: Final = request_body.get("stream", False)  # pyright: ignore[reportUnknownVariableType]  # request_body is dict[Unknown, Unknown]
 
     data: dict[str, Any] = await _read_request_body(
@@ -2997,7 +3006,6 @@ async def handle_gigachat_passthrough_router_model(
     data["json"] = request_body
     data["custom_llm_provider"] = "gigachat"
 
-    # Remove sensitive keys from data
     keys: Final = [  # mutable-ok: list of keys to remove from data
         "gigachat_auth_url",
         "gigachat_access_token",
diff --git a/litellm/proxy/pass_through_endpoints/pass_through_endpoints.py b/litellm/proxy/pass_through_endpoints/pass_through_endpoints.py
index ff306eb65f1..323756bf204 100644
--- a/litellm/proxy/pass_through_endpoints/pass_through_endpoints.py
+++ b/litellm/proxy/pass_through_endpoints/pass_through_endpoints.py
@@ -40,6 +40,7 @@ from litellm._logging import verbose_proxy_logger
 from litellm._uuid import uuid
 from litellm.constants import (
     MAXIMUM_TRACEBACK_LINES_TO_LOG,
+    SESSION_ID_OMITTED_METADATA_KEY,
     WEBSOCKET_CLOSE_REASON_MAX_BYTES,
 )
 from litellm.integrations.custom_guardrail import CustomGuardrail
@@ -581,8 +582,9 @@ class HttpPassThroughEndpointHelpers(BasePassthroughUtils):
         )
 
         # Set internal keys after merging client-supplied metadata so a request
-        # body that mirrors them cannot clobber the authenticated key or the
-        # real parent span.
+        # body that mirrors them cannot clobber the authenticated key, the real
+        # parent span, or the proxy's own session-id decision.
+        _metadata.pop(SESSION_ID_OMITTED_METADATA_KEY, None)
         _metadata["user_api_key"] = user_api_key_dict.api_key
         _metadata["litellm_parent_otel_span"] = user_api_key_dict.parent_otel_span
         _metadata["user_api_key_budget_reservation"] = user_api_key_dict.budget_reservation
@@ -812,6 +814,8 @@ def _resolve_team_callback_wiring(
         else {  # mutable-ok: Logging arg
             **callback_vars,
             TRUSTED_CALLBACK_VARS_FIELD: callback_vars,
+            "metadata": {},  # mutable-ok: Logging arg
+            "model_info": {},  # mutable-ok: Logging arg
         }
     )
     return _TeamCallbackWiring(
diff --git a/litellm/proxy/proxy_cli.py b/litellm/proxy/proxy_cli.py
index 8ac63ba25c9..e780beb4410 100644
--- a/litellm/proxy/proxy_cli.py
+++ b/litellm/proxy/proxy_cli.py
@@ -261,6 +261,7 @@ class ProxyInitializationHelpers:
             "app": "litellm.proxy.proxy_server:app",
             "host": host,
             "port": port,
+            "server_header": False,
         }
         if log_config is not None:
             print(f"Using log_config: {log_config}")
@@ -1225,7 +1226,9 @@ def run_server(
         if os.getenv("DATABASE_URL", None) is not None or os.getenv("DIRECT_URL", None) is not None:
             from litellm.proxy.db.db_url_settings import (
                 add_missing_query_params,
+                idle_lifetime_params,
                 reader_shareable_params,
+                translate_libpq_ssl_params,
                 unsupported_db_scheme,
                 unsupported_db_scheme_message,
             )
@@ -1253,6 +1256,9 @@ def run_server(
                     disable_prepared_statements=db_disable_prepared_statements,
                     extra_params=db_extra_connection_params,
                 )
+                lifetime_params: Final = idle_lifetime_params(
+                    general_settings.get("database_max_idle_connection_lifetime")
+                )
                 if os.getenv("DATABASE_URL", None) is not None:
                     database_url = get_secret("DATABASE_URL", default_value=None)
                     resolved_url: Final[str | None] = str(database_url) if database_url else None
@@ -1270,11 +1276,15 @@ def run_server(
                         writer_url,
                         connection_url_params,
                     )
-                    os.environ["DATABASE_URL"] = modified_url
+                    os.environ["DATABASE_URL"] = translate_libpq_ssl_params(
+                        add_missing_query_params(modified_url, lifetime_params)
+                    )
                 if os.getenv("DIRECT_URL", None) is not None:
                     database_url = os.getenv("DIRECT_URL")
                     modified_url = append_query_params(database_url, connection_url_params)
-                    os.environ["DIRECT_URL"] = modified_url
+                    os.environ["DIRECT_URL"] = translate_libpq_ssl_params(
+                        add_missing_query_params(modified_url, lifetime_params)
+                    )
                 # The reader pool is a real pool against the same configured cap, so it
                 # gets the allowlisted pool params. Schema-affecting ones, including any
                 # the operator smuggled in through database_extra_connection_params, stay
@@ -1287,11 +1297,16 @@ def run_server(
                         db_statement_timeout,
                         db_lock_timeout,
                     )
-                    os.environ["DATABASE_URL_READ_REPLICA"] = add_missing_query_params(
-                        _with_query_value(read_replica_url, "options", reader_options)
-                        if reader_options
-                        else read_replica_url,
-                        reader_shareable_params(connection_url_params),
+                    os.environ["DATABASE_URL_READ_REPLICA"] = translate_libpq_ssl_params(
+                        add_missing_query_params(
+                            add_missing_query_params(
+                                _with_query_value(read_replica_url, "options", reader_options)
+                                if reader_options
+                                else read_replica_url,
+                                reader_shareable_params(connection_url_params),
+                            ),
+                            lifetime_params,
+                        )
                     )
                 subprocess.run(["prisma"], capture_output=True)
                 is_prisma_runnable = True
diff --git a/litellm/proxy/proxy_server.py b/litellm/proxy/proxy_server.py
index 70bf8fd0554..27132c90e05 100644
--- a/litellm/proxy/proxy_server.py
+++ b/litellm/proxy/proxy_server.py
@@ -39,7 +39,7 @@ from typing import (
 import anyio
 import websockets
 import websockets.exceptions
-from pydantic import BaseModel, Json, JsonValue
+from pydantic import BaseModel, Json, JsonValue, TypeAdapter, ValidationError
 from typing_extensions import NotRequired, ReadOnly, assert_never
 
 from litellm._uuid import uuid
@@ -60,6 +60,7 @@ from litellm.constants import (
     LITELLM_SETTINGS_SAFE_DB_OVERRIDES,
     LITELLM_UI_ALLOW_HEADERS,
     LITELLM_UI_SESSION_DURATION,
+    RUNTIME_UPDATABLE_ROUTER_SETTINGS,
 )
 from litellm.litellm_core_utils.litellm_logging import (
     _init_custom_logger_compatible_class,
@@ -253,6 +254,8 @@ from litellm.constants import (
     PROXY_BUDGET_RESCHEDULER_MAX_TIME,
     PROXY_BUDGET_RESCHEDULER_MIN_TIME,
     PROXY_CONFIG_RELOAD_INTERVAL_SECONDS,
+    ROUTER_SETTINGS_MANAGED_OUTSIDE_CONFIG,
+    USER_SPEND_ALERTS_JOB_ID,
     WEEKLY_SPEND_REPORT_JOB_ID,
 )
 from litellm.exceptions import RejectedRequestError
@@ -307,6 +310,7 @@ from litellm.proxy.auth.model_checks import (
     get_mcp_server_ids,
     get_team_models,
 )
+from litellm.proxy.auth.password_policy import validate_password_policy
 from litellm.proxy.auth.user_api_key_auth import (
     _fetch_global_spend_with_event_coordination,
     user_api_key_auth,
@@ -351,7 +355,10 @@ from litellm.proxy.common_utils.load_config_utils import (
     get_file_contents_from_s3,
 )
 from litellm.proxy.common_utils.model_deprecation import collect_model_deprecations
-from litellm.proxy.common_utils.model_listing_utils import TeamModelNameTranslator
+from litellm.proxy.common_utils.model_listing_utils import (
+    TeamModelNameTranslator,
+    configured_display_names,
+)
 from litellm.proxy.common_utils.openai_endpoint_utils import (
     remove_sensitive_info_from_deployment,
 )
@@ -2274,7 +2281,7 @@ user_api_key_cache: UserApiKeyCache = UserApiKeyCache(
 )
 spend_counter_cache: Final = DualCache(default_in_memory_ttl=UserAPIKeyCacheTTLEnum.in_memory_cache_ttl.value)
 cli_sso_session_cache: Final = DualCache(default_in_memory_ttl=CLI_SSO_SESSION_TTL_SECONDS)
-model_max_budget_limiter: Final = _PROXY_VirtualKeyModelMaxBudgetLimiter(dual_cache=user_api_key_cache)
+model_max_budget_limiter: Final = _PROXY_VirtualKeyModelMaxBudgetLimiter(dual_cache=spend_counter_cache)
 litellm.logging_callback_manager.add_litellm_callback(model_max_budget_limiter)
 redis_usage_cache: RedisCache | None = None  # redis cache used for tracking spend, tpm/rpm limits
 polling_via_cache_enabled: Literal["all"] | list[str] | bool = False
@@ -4737,6 +4744,63 @@ class ProxyConfig:
         )
         return coordination_redis_cache
 
+    @staticmethod
+    async def _init_coordination_redis_env_fallback(litellm_settings: Mapping[str, object]) -> RedisCache | None:
+        """
+        Last-resort coordination Redis, tried after an explicit
+        `general_settings.coordination_redis` block and `litellm_settings.cache`
+        have both had a chance to resolve one. Without this, a deployment that
+        only exports REDIS_HOST/REDIS_PORT (no cache block, no coordination_redis
+        block) gets NO cross-pod coordination at all: spend counters, budget-window
+        enforcement, and the reset_spend cache-eviction broadcast all silently stay
+        per-pod local, so a key reset on one pod never clears another pod's stale
+        enforcement.
+
+        Unlike the explicit block and cache-backend paths (a deliberate opt-in, so a
+        bad connection target or a malformed REDIS_CLUSTER_NODES/REDIS_SENTINEL_NODES
+        value should fail loudly), this one is inferred from bare env vars that may be
+        set for an unrelated reason -- e.g. a REDIS_HOST left over from a different
+        job/service, or a REDIS_CLUSTER_NODES value nothing here ever asked to be
+        parsed. Wrongly guessing "coordination available" must not turn a previously
+        harmless in-memory-only proxy into one that fails to boot or raises on every
+        cache write, so a malformed value or a failed/slow ping are both treated the
+        same as no REDIS_* vars at all.
+        """
+        try:
+            env_coordination_redis_cache: Final = _build_redis_usage_cache_from_environment()
+        except Exception as e:  # noqa: BLE001  # a malformed inferred Redis env var must not block startup
+            verbose_proxy_logger.warning(
+                "coordination_redis: could not build a Redis client from REDIS_* environment variables "
+                "(%s); cross-pod coordination stays in-memory. Set general_settings.coordination_redis "
+                "explicitly to require it.",
+                e,
+            )
+            return None
+        if env_coordination_redis_cache is None:
+            return None
+        try:
+            reachable: Final = await asyncio.wait_for(env_coordination_redis_cache.ping(), timeout=2.0)
+        except Exception as e:  # noqa: BLE001  # an unreachable inferred Redis must not block startup or writes
+            verbose_proxy_logger.warning(
+                "coordination_redis: REDIS_* environment variables named a Redis that is not reachable "
+                "(%s); cross-pod coordination stays in-memory. Set general_settings.coordination_redis "
+                "explicitly to require it.",
+                e,
+            )
+            return None
+        if not reachable:
+            return None
+        _attach_redis_usage_cache(
+            env_coordination_redis_cache,
+            enable_redis_auth_cache=litellm_settings.get("enable_redis_auth_cache", False) is True,
+        )
+        verbose_proxy_logger.info(
+            "coordination_redis: using a standalone Redis built from REDIS_* "
+            "environment variables for usage tracking, rate limiting, and "
+            "cross-pod coordination."
+        )
+        return env_coordination_redis_cache
+
     def _init_cache(
         self,
         cache_params: dict,
@@ -5405,6 +5469,13 @@ class ProxyConfig:
                         reset_audit_log_callback_cache()
                         _in_memory_loggers[:] = [cb for cb in _in_memory_loggers if not isinstance(cb, S3V2Logger)]
 
+        if redis_usage_cache is None:
+            env_coordination_redis_cache: Final = await self._init_coordination_redis_env_fallback(
+                litellm_settings=litellm_settings
+            )
+            if env_coordination_redis_cache is not None:
+                _set_redis_usage_cache(env_coordination_redis_cache)
+
         ## GENERAL SERVER SETTINGS (e.g. master key,..) # do this after initializing litellm, to ensure sentry logging works for proxylogging
         general_settings = config.get("general_settings", {})
         if general_settings is None:
@@ -5709,13 +5780,9 @@ class ProxyConfig:
         router_settings: Final = config.get("router_settings", None)
 
         if router_settings and isinstance(router_settings, dict):
-            # model list and search_tools already set
-            exclude_args: Final = {
-                "model_list",
-                "search_tools",
-            }
-
-            available_args: Final = [x for x in litellm.Router.get_valid_args() if x not in exclude_args]
+            available_args: Final = [
+                x for x in litellm.Router.get_valid_args() if x not in ROUTER_SETTINGS_MANAGED_OUTSIDE_CONFIG
+            ]
 
             for k, v in router_settings.items():
                 if k in available_args:
@@ -6642,6 +6709,12 @@ class ProxyConfig:
         if "max_batch_file_size_mb" not in self._yaml_general_settings_keys:
             general_settings["max_batch_file_size_mb"] = _general_settings.get("max_batch_file_size_mb")
 
+        if "max_file_size_mb" not in self._yaml_general_settings_keys:
+            general_settings["max_file_size_mb"] = _general_settings.get("max_file_size_mb")
+
+        if "blocked_file_extensions" not in self._yaml_general_settings_keys:
+            general_settings["blocked_file_extensions"] = _general_settings.get("blocked_file_extensions")
+
         ## ALERTING ARGS ##
         if "alerting_args" in _general_settings:
             general_settings["alerting_args"] = _general_settings["alerting_args"]
@@ -9866,6 +9939,35 @@ class ProxyStartupEvent:
                 replace_existing=True,
             )
 
+            slack_alerting_args: Final = proxy_logging_obj.slack_alerting_instance.alerting_args
+            user_spend_check_interval: Final = (
+                slack_alerting_args.user_spend_check_interval
+                if isinstance(slack_alerting_args, SlackAlertingArgs)  # pyright: ignore[reportUnnecessaryIsInstance]  # tests inject a mock slack_alerting_instance
+                else SlackAlertingArgs().user_spend_check_interval
+            )
+
+            async def _scheduled_user_spend_alerts() -> None:
+                if (
+                    await pod_lock_manager.acquire_lock(
+                        cronjob_id=USER_SPEND_ALERTS_JOB_ID,
+                        ttl=max(user_spend_check_interval - 60, 60),
+                        allow_reentrant=False,
+                    )
+                    is False
+                ):
+                    return
+                await proxy_logging_obj.slack_alerting_instance.send_user_spend_alerts()
+
+            scheduler.add_job(
+                _scheduled_user_spend_alerts,
+                "interval",
+                seconds=user_spend_check_interval,
+                next_run_time=datetime.now(timezone.utc) + timedelta(seconds=10 + random.randint(0, 60)),
+                id=USER_SPEND_ALERTS_JOB_ID,
+                replace_existing=True,
+                misfire_grace_time=APSCHEDULER_MISFIRE_GRACE_TIME,
+            )
+
             if os.getenv("PROMETHEUS_URL"):
                 from zoneinfo import ZoneInfo
 
@@ -10193,7 +10295,8 @@ async def model_list(
         # The internal routing key drives the metadata/fallback lookup, while the
         # public name is what the client sees as the model id.
         model_data = []
-        for response_id, lookup_id in TeamModelNameTranslator.listing_entries(all_models, llm_router, settings):
+        admin_entries: Final = TeamModelNameTranslator.listing_entries(all_models, llm_router, settings)
+        for response_id, lookup_id in admin_entries:
             model_info = create_model_info_response(
                 model_id=lookup_id,
                 provider="openai",
@@ -10206,7 +10309,10 @@ async def model_list(
 
         if wants_anthropic_format:
             admin_listing: Final = cast(Sequence[ModelInfoResponse], model_data)  # cast-ok: rows built above
-            return create_anthropic_model_list_response(admin_listing)
+            return create_anthropic_model_list_response(
+                admin_listing,
+                display_names=configured_display_names(admin_entries, llm_router),
+            )
 
         return dict(
             data=model_data,
@@ -10237,7 +10343,8 @@ async def model_list(
     # The internal routing key drives the metadata/fallback lookup, while the
     # public name is what the client sees as the model id.
     model_data = []
-    for response_id, lookup_id in TeamModelNameTranslator.listing_entries(all_models, llm_router, settings):
+    entries: Final = TeamModelNameTranslator.listing_entries(all_models, llm_router, settings)
+    for response_id, lookup_id in entries:
         model_info = create_model_info_response(
             model_id=lookup_id,
             provider="openai",
@@ -10250,7 +10357,10 @@ async def model_list(
 
     if wants_anthropic_format:
         listing: Final = cast(Sequence[ModelInfoResponse], model_data)  # cast-ok: rows built above
-        return create_anthropic_model_list_response(listing)
+        return create_anthropic_model_list_response(
+            listing,
+            display_names=configured_display_names(entries, llm_router),
+        )
 
     return dict(
         data=model_data,
@@ -12481,11 +12591,21 @@ async def supported_openai_params(model: str):
         --header 'Authorization: Bearer sk-1234'
     ```
     """
+    from litellm.litellm_core_utils.get_llm_provider_logic import declared_authenticating_provider
+
+    global llm_router
     try:
-        model, custom_llm_provider, _, _ = litellm.get_llm_provider(model=model)
+        resolved_models: Final = llm_router.resolved_litellm_models(model) if llm_router is not None else ()
+        target_model: Final = resolved_models[0] if resolved_models else model
+        declared_provider: Final = declared_authenticating_provider(target_model)
+        litellm_model, custom_llm_provider = (
+            (target_model.removeprefix(f"{declared_provider}/"), declared_provider)
+            if declared_provider is not None
+            else litellm.get_llm_provider(model=target_model)[:2]
+        )
         return {
             "supported_openai_params": litellm.get_supported_openai_params(
-                model=model, custom_llm_provider=custom_llm_provider
+                model=litellm_model, custom_llm_provider=custom_llm_provider
             )
         }
     except Exception:
@@ -14962,17 +15082,25 @@ async def alerting_settings(
         alerting_args_dict = {}
         alerting_values = None
 
-    allowed_args: Final = {
-        "slack_alerting": {"type": "Boolean"},
-        "daily_report_frequency": {"type": "Integer"},
-        "report_check_interval": {"type": "Integer"},
-        "budget_alert_ttl": {"type": "Integer"},
-        "outage_alert_ttl": {"type": "Integer"},
-        "region_outage_alert_ttl": {"type": "Integer"},
-        "minor_outage_alert_threshold": {"type": "Integer"},
-        "major_outage_alert_threshold": {"type": "Integer"},
-        "max_outage_alert_list_size": {"type": "Integer"},
-    }
+    allowed_args: Final = MappingProxyType(
+        {
+            "slack_alerting": "Boolean",
+            "daily_report_frequency": "Integer",
+            "report_check_interval": "Integer",
+            "budget_alert_ttl": "Integer",
+            "outage_alert_ttl": "Integer",
+            "region_outage_alert_ttl": "Integer",
+            "minor_outage_alert_threshold": "Integer",
+            "major_outage_alert_threshold": "Integer",
+            "max_outage_alert_list_size": "Integer",
+            "daily_spend_per_user_threshold": "Float",
+            "monthly_spend_per_user_threshold": "Float",
+            "spend_anomaly_multiplier": "Float",
+            "spend_anomaly_baseline_days": "Integer",
+            "spend_anomaly_min_spend": "Float",
+            "user_spend_check_interval": "Integer",
+        }
+    )
 
     _slack_alerting: Final[SlackAlerting] = proxy_logging_obj.slack_alerting_instance
     _slack_alerting_args_dict: Final = _slack_alerting.alerting_args.model_dump()
@@ -14987,7 +15115,7 @@ async def alerting_settings(
 
     _response_obj = ConfigList(
         field_name="slack_alerting",
-        field_type=allowed_args["slack_alerting"]["type"],
+        field_type=allowed_args["slack_alerting"],
         field_description="Enable slack alerting for monitoring proxy in production: llm outages, budgets, spend tracking failures.",
         field_value=is_slack_enabled,
         stored_in_db=True if alerting_values is not None else False,
@@ -15006,7 +15134,7 @@ async def alerting_settings(
 
             _response_obj = ConfigList(
                 field_name=field_name,
-                field_type=allowed_args[field_name]["type"],
+                field_type=allowed_args[field_name],
                 field_description=field_info.description or "",
                 field_value=_slack_alerting_args_dict.get(field_name, None),
                 stored_in_db=_stored_in_db,
@@ -15179,6 +15307,7 @@ async def login(request: Request):
         password=password,
         master_key=master_key,
         prisma_client=prisma_client,
+        general_settings=general_settings,
     )
 
     # Create UI token object
@@ -15200,7 +15329,10 @@ async def login(request: Request):
     # authorize round-trip), mirroring the SSO callback; otherwise land on the dashboard. Gated by
     # _is_same_origin_return_path (strictly relative path) so it can never be an open redirect, and the
     # one-shot cookie is cleared after use.
-    from litellm.proxy.management_endpoints.ui_sso import _sso_return_to_redirect
+    from litellm.proxy.management_endpoints.ui_sso import (
+        _sso_return_to_redirect,
+        set_session_token_cookie,
+    )
 
     # Resume through the SAME resumer the SSO callback uses, rather than a second, narrower arm.
     # _persist_return_to_cookie stores both shapes it accepts (a relative same-origin path AND a
@@ -15217,6 +15349,7 @@ async def login(request: Request):
                 jwt_token=jwt_token,
                 redis_usage_cache=redis_usage_cache,
                 user_api_key_cache=user_api_key_cache,
+                request=request,
             )
         except Exception:  # noqa: BLE001  # resuming must NEVER block a completed sign-in
             # The symmetric half of _persist_return_to_cookie's "never raises" contract. The resumer
@@ -15231,7 +15364,7 @@ async def login(request: Request):
 
     # Create redirect response with cookie
     redirect_response: Final = RedirectResponse(url=litellm_dashboard_ui, status_code=303)
-    redirect_response.set_cookie(key="token", value=jwt_token)
+    set_session_token_cookie(redirect_response, request, jwt_token)
     if cp_return_to:
         redirect_response.delete_cookie(key="litellm_cp_return_to")
     return redirect_response
@@ -15241,6 +15374,7 @@ async def login(request: Request):
 async def login_v2(request: Request):
     global premium_user, general_settings, master_key
     from litellm.proxy.auth.login_utils import authenticate_user, create_ui_token_object, encode_ui_session_jwt
+    from litellm.proxy.management_endpoints.ui_sso import set_session_token_cookie
     from litellm.proxy.utils import get_custom_url
 
     try:
@@ -15253,6 +15387,7 @@ async def login_v2(request: Request):
             password=password,
             master_key=master_key,
             prisma_client=prisma_client,
+            general_settings=general_settings,
         )
 
         returned_ui_token_object: Final = create_ui_token_object(
@@ -15274,7 +15409,7 @@ async def login_v2(request: Request):
             content={"redirect_url": litellm_dashboard_ui, "token": jwt_token},
             status_code=status.HTTP_200_OK,
         )
-        json_response.set_cookie(key="token", value=jwt_token)
+        set_session_token_cookie(json_response, request, jwt_token)
         return json_response
     except Exception as e:
         verbose_proxy_logger.exception("litellm.proxy.proxy_server.login_v2(): Exception occurred - %s", e)
@@ -15323,6 +15458,7 @@ async def login_v3(request: Request):
             password=password,
             master_key=master_key,
             prisma_client=prisma_client,
+            general_settings=general_settings,
         )
 
         returned_ui_token_object: Final = create_ui_token_object(
@@ -15373,6 +15509,8 @@ async def login_v3(request: Request):
 
 @router.post("/v3/login/exchange", include_in_schema=False)  # exchange single-use opaque code for JWT
 async def login_v3_exchange(request: Request):
+    from litellm.proxy.management_endpoints.ui_sso import set_session_token_cookie
+
     try:
         if not general_settings.get("control_plane_url"):
             raise ProxyException(
@@ -15419,7 +15557,7 @@ async def login_v3_exchange(request: Request):
             },
             status_code=status.HTTP_200_OK,
         )
-        json_response.set_cookie(key="token", value=cached_data["token"])
+        set_session_token_cookie(json_response, request, cached_data["token"])
         return json_response
     except ProxyException:
         raise
@@ -15692,6 +15830,7 @@ async def claim_onboarding_link(data: InvitationClaim, request: Request):
             detail={"error": "Invalid onboarding session for invitation link."},
         )
 
+    validate_password_policy(data.password, general_settings)
     hashed_pw: Final = hash_password(data.password)
     current_time = litellm.utils.get_utc_datetime()
     async with prisma_client.db.tx() as tx:
@@ -16159,6 +16298,7 @@ async def invitation_delete(
 )
 async def update_config(
     config_info: ConfigYAML,
+    request: Request,
     user_api_key_dict: UserAPIKeyAuth = Depends(user_api_key_auth),
 ):
     """
@@ -16174,6 +16314,26 @@ async def update_config(
         if user_api_key_dict.user_role != LitellmUserRoles.PROXY_ADMIN:
             raise HTTPException(status_code=403, detail="Only proxy admins can update config")
 
+        request_body: Final[Mapping[str, JsonValue]] = TypeAdapter(Mapping[str, JsonValue]).validate_python(
+            await request.json()
+        )
+        raw_router_settings: Final = request_body.get("router_settings")
+        if isinstance(raw_router_settings, dict):
+            supported_router_settings: Final = RUNTIME_UPDATABLE_ROUTER_SETTINGS | (
+                frozenset(litellm.Router.get_valid_args()) - ROUTER_SETTINGS_MANAGED_OUTSIDE_CONFIG
+            )
+            unsupported_router_settings: Final = sorted(set(raw_router_settings) - supported_router_settings)
+            if unsupported_router_settings:
+                raise HTTPException(
+                    status_code=400,
+                    detail={
+                        "error": (
+                            f"Unsupported router settings: {', '.join(unsupported_router_settings)} "
+                            "are not valid router settings"
+                        )
+                    },
+                )
+
         if prisma_client is None:
             raise Exception("No DB Connected")
 
@@ -16275,11 +16435,19 @@ async def update_config(
             )
 
         # router_settings: merge existing + request, request wins.
-        if config_info.router_settings is not None:
+        if isinstance(raw_router_settings, dict):
             existing = await _read_section("router_settings")
             before_router_settings: Final = copy.deepcopy(existing)
-            updates = config_info.router_settings.dict(exclude_none=True)
-            new_router_settings: Final = {**existing, **updates}
+            typed_router_settings: Final = (
+                config_info.router_settings.dict(exclude_none=True) if config_info.router_settings is not None else {}
+            )
+            raw_router_settings_without_none: Final = {
+                key: value
+                for key, value in raw_router_settings.items()
+                if key not in typed_router_settings and value is not None
+            }
+            router_settings_updates: Final = {**typed_router_settings, **raw_router_settings_without_none}
+            new_router_settings: Final = {**existing, **router_settings_updates}
             await _upsert_section("router_settings", new_router_settings)
             asyncio.create_task(
                 create_config_audit_log(
@@ -16326,6 +16494,8 @@ _GENERAL_SETTINGS_CONFIG_LIST_FIELD_TYPES: Final[Mapping[str, str]] = MappingPro
         "global_max_parallel_requests": "Integer",
         "max_request_size_mb": "Integer",
         "max_batch_file_size_mb": "Integer",
+        "max_file_size_mb": "Integer",
+        "blocked_file_extensions": "List",
         "max_response_size_mb": "Integer",
         "proxy_config_reload_interval_seconds": "Integer",
         "pass_through_endpoints": "PydanticModel",
@@ -16434,6 +16604,16 @@ async def update_config_general_settings(
             detail={"error": f"Invalid type of field value={type(data.field_value)} passed in."},
         )
 
+    if data.field_name == "alerting_args":
+        try:
+            SlackAlertingArgs.model_validate(data.field_value)
+        except ValidationError as e:
+            errors: Final = "; ".join(f"{'.'.join(str(loc) for loc in err['loc'])}: {err['msg']}" for err in e.errors())
+            raise HTTPException(
+                status_code=400,
+                detail={"error": f"Invalid alerting_args: {errors}"},
+            )
+
     ## get general settings from db
     db_general_settings: Final = await _config_param_table(prisma_client).find_first(
         where={"param_name": "general_settings"}
diff --git a/litellm/proxy/public_endpoints/agent_create_fields.json b/litellm/proxy/public_endpoints/agent_create_fields.json
index 36484cc1065..cc2fc17d759 100644
--- a/litellm/proxy/public_endpoints/agent_create_fields.json
+++ b/litellm/proxy/public_endpoints/agent_create_fields.json
@@ -107,7 +107,9 @@
         "required": true,
         "field_type": "text",
         "default_value": null,
-        "include_in_litellm_params": false
+        "include_in_litellm_params": false,
+        "validation_pattern": "^arn:aws[a-zA-Z0-9-]*:bedrock-agentcore:[a-z0-9-]+:[0-9]{12}:runtime/.+$",
+        "validation_message": "Enter the complete Bedrock AgentCore runtime ARN, including the runtime ID after \"runtime/\" (e.g. arn:aws:bedrock-agentcore:us-west-2:123456789012:runtime/my-agent-runtime)."
       }
     ],
     "litellm_params_template": {
diff --git a/ui/litellm-dashboard/src/autorouter_presets.json b/litellm/proxy/public_endpoints/autorouter_presets.json
similarity index 67%
rename from ui/litellm-dashboard/src/autorouter_presets.json
rename to litellm/proxy/public_endpoints/autorouter_presets.json
index b977bd484ac..6a6642d4211 100644
--- a/ui/litellm-dashboard/src/autorouter_presets.json
+++ b/litellm/proxy/public_endpoints/autorouter_presets.json
@@ -1,4 +1,26 @@
 {
+  "1m_context": {
+    "label": "1M Context",
+    "description": "Routes across models with 1M-token context windows: Luna for simple queries, Terra for medium, Opus 5 for complex, Opus 5 at high thinking for reasoning.",
+    "complexity_router_config": {
+      "tiers": {
+        "SIMPLE": ["gpt-5.6-luna"],
+        "MEDIUM": ["gpt-5.6-terra"],
+        "COMPLEX": ["claude-opus-5"],
+        "REASONING": ["claude-opus-5"]
+      },
+      "tier_model_configs": {
+        "REASONING": [{ "model_name": "claude-opus-5", "litellm_params": { "reasoning_effort": "high" } }]
+      },
+      "classifier_type": "heuristic_v2",
+      "escalation_keywords": ["LITELLM ESCALATE"],
+      "classification_mode": "every_request",
+      "session_affinity": false,
+      "modality_routing": false,
+      "modality_pin_override": false,
+      "deployment_affinity": true
+    }
+  },
   "anthropic_family": {
     "label": "Anthropic Family",
     "description": "Routes across the Claude model family: Haiku for simple queries, Sonnet for medium, Opus for complex, Opus at high thinking for reasoning.",
@@ -17,6 +39,7 @@
       "classification_mode": "every_request",
       "session_affinity": false,
       "modality_routing": false,
+      "modality_pin_override": false,
       "deployment_affinity": true
     }
   },
@@ -35,6 +58,7 @@
       "classification_mode": "every_request",
       "session_affinity": false,
       "modality_routing": false,
+      "modality_pin_override": false,
       "deployment_affinity": true
     }
   },
@@ -63,24 +87,29 @@
       "classification_mode": "every_request",
       "session_affinity": false,
       "modality_routing": false,
+      "modality_pin_override": false,
       "deployment_affinity": true
     }
   },
   "openai_family": {
     "label": "OpenAI Family",
-    "description": "Routes across the GPT model family: gpt-5.4-nano for simple queries, gpt-5.4-mini for medium, gpt-5.4 for complex, o3 for reasoning-heavy requests.",
+    "description": "Routes across the GPT model family: Luna for simple queries, Terra for medium, Sol for complex, Sol at xhigh thinking for reasoning.",
     "complexity_router_config": {
       "tiers": {
-        "SIMPLE": ["gpt-5.4-nano"],
-        "MEDIUM": ["gpt-5.4-mini"],
-        "COMPLEX": ["gpt-5.4"],
-        "REASONING": ["o3"]
+        "SIMPLE": ["gpt-5.6-luna"],
+        "MEDIUM": ["gpt-5.6-terra"],
+        "COMPLEX": ["gpt-5.6-sol"],
+        "REASONING": ["gpt-5.6-sol"]
+      },
+      "tier_model_configs": {
+        "REASONING": [{ "model_name": "gpt-5.6-sol", "litellm_params": { "reasoning_effort": "xhigh" } }]
       },
       "classifier_type": "heuristic",
       "escalation_keywords": ["LITELLM ESCALATE"],
       "classification_mode": "every_request",
       "session_affinity": false,
       "modality_routing": false,
+      "modality_pin_override": false,
       "deployment_affinity": true
     }
   }
diff --git a/litellm/proxy/public_endpoints/public_endpoints.py b/litellm/proxy/public_endpoints/public_endpoints.py
index 4d58a974bb8..94a59828451 100644
--- a/litellm/proxy/public_endpoints/public_endpoints.py
+++ b/litellm/proxy/public_endpoints/public_endpoints.py
@@ -1,11 +1,13 @@
+import asyncio
 import json
 import os
 import re
-from collections.abc import Awaitable, Mapping, Sequence
+from collections.abc import Awaitable, Callable, Mapping, Sequence
 from importlib.resources import files
 from typing import TYPE_CHECKING, Final, Protocol
 
 from fastapi import APIRouter, HTTPException, Request
+from pydantic import TypeAdapter
 from typing_extensions import ReadOnly, TypedDict
 
 import litellm
@@ -28,6 +30,7 @@ from litellm.types.proxy.management_endpoints.model_management_endpoints import
 )
 from litellm.types.proxy.public_endpoints.public_endpoints import (
     AgentCreateInfo,
+    AutoRouterPresetRecord,
     ComplexityScorerDefaults,
     ProviderCreateInfo,
     PublicModelHubInfo,
@@ -464,6 +467,86 @@ async def get_litellm_blog_posts():
     return BlogPostsResponse(posts=posts)
 
 
+_AUTOROUTER_PRESETS_ADAPTER: Final = TypeAdapter(dict[str, AutoRouterPresetRecord])
+
+
+def _load_bundled_autorouter_presets() -> Mapping[str, AutoRouterPresetRecord]:
+    raw: Final = json.loads(
+        files("litellm.proxy.public_endpoints").joinpath("autorouter_presets.json").read_text(encoding="utf-8")
+    )
+    return _AUTOROUTER_PRESETS_ADAPTER.validate_python(raw)
+
+
+async def _fetch_remote_autorouter_presets(url: str) -> Mapping[str, AutoRouterPresetRecord]:
+    from litellm.llms.custom_httpx.http_handler import get_async_httpx_client
+    from litellm.types.llms.custom_http import httpxSpecialProvider
+
+    client: Final = get_async_httpx_client(llm_provider=httpxSpecialProvider.UI)
+    response: Final = await client.get(url, timeout=5.0)
+    response.raise_for_status()
+    presets: Final = _AUTOROUTER_PRESETS_ADAPTER.validate_python(response.json())
+    if not presets:
+        raise ValueError("remote auto-router preset catalog is empty")
+    return presets
+
+
+async def _resolve_autorouter_presets(
+    url: str,
+    fetch: Callable[[str], Awaitable[Mapping[str, AutoRouterPresetRecord]]],
+) -> Mapping[str, AutoRouterPresetRecord]:
+    if os.getenv("LITELLM_LOCAL_AUTOROUTER_PRESETS", "").lower() == "true":
+        return _load_bundled_autorouter_presets()
+    try:
+        return await fetch(url)
+    except Exception as e:
+        verbose_logger.warning(
+            "LiteLLM: failed to fetch auto-router presets from %s: %s. Serving the bundled catalog for the life of this process.",
+            url,
+            str(e),
+        )
+        return _load_bundled_autorouter_presets()
+
+
+class _AutoRouterPresetsCache:
+    presets: Mapping[str, AutoRouterPresetRecord] | None = None
+    lock: asyncio.Lock | None = None
+
+
+async def get_autorouter_presets(
+    url: str,
+    fetch: Callable[[str], Awaitable[Mapping[str, AutoRouterPresetRecord]]] = _fetch_remote_autorouter_presets,
+) -> Mapping[str, AutoRouterPresetRecord]:
+    cached: Final = _AutoRouterPresetsCache.presets
+    if cached is not None:
+        return cached
+    if _AutoRouterPresetsCache.lock is None:
+        _AutoRouterPresetsCache.lock = asyncio.Lock()
+    async with _AutoRouterPresetsCache.lock:
+        held: Final = _AutoRouterPresetsCache.presets
+        if held is not None:
+            return held
+        resolved: Final = await _resolve_autorouter_presets(url=url, fetch=fetch)
+        _AutoRouterPresetsCache.presets = resolved
+        return resolved
+
+
+@router.get(
+    "/public/autorouter_presets",
+    tags=["public", "auto router"],  # mutable-ok: FastAPI route tags take a list
+    response_model=dict[str, AutoRouterPresetRecord],
+)
+async def get_public_autorouter_presets() -> Mapping[str, AutoRouterPresetRecord]:
+    """
+    Return the auto-router preset catalog the dashboard's template picker renders.
+
+    Resolved once per process, like the model cost map: fetched from ``litellm.autorouter_presets_url``
+    (override with ``LITELLM_AUTOROUTER_PRESETS_URL``) on the first request, falling back to the
+    catalog bundled with the package on any failure. Set ``LITELLM_LOCAL_AUTOROUTER_PRESETS=True``
+    to serve the bundled catalog only. A restart picks up a newly published catalog.
+    """
+    return await get_autorouter_presets(url=litellm.autorouter_presets_url)
+
+
 @router.get(
     "/public/endpoints",
     tags=["public"],
diff --git a/litellm/proxy/rag_endpoints/endpoints.py b/litellm/proxy/rag_endpoints/endpoints.py
index db574f859b3..e144ff965ae 100644
--- a/litellm/proxy/rag_endpoints/endpoints.py
+++ b/litellm/proxy/rag_endpoints/endpoints.py
@@ -9,6 +9,7 @@ Provides:
 import base64
 import json
 from collections.abc import Mapping
+from types import MappingProxyType
 from typing import TYPE_CHECKING, Any, Final
 
 import orjson
@@ -19,6 +20,9 @@ from starlette.datastructures import UploadFile
 import litellm
 from litellm._logging import verbose_proxy_logger
 from litellm.constants import DEFAULT_MAX_RECURSE_DEPTH
+from litellm.integrations.vector_store_integrations.vector_store_pre_call_hook import (
+    LiteLLM_ManagedVectorStore,
+)
 from litellm.litellm_core_utils.streaming_handler import CustomStreamWrapper
 from litellm.proxy._types import *
 from litellm.proxy.auth.auth_utils import is_request_body_safe
@@ -36,6 +40,10 @@ from litellm.proxy.rag_endpoints.upload_security import (
     RejectedUpload,
     validate_upload,
 )
+from litellm.proxy.vector_store_endpoints.endpoints import (
+    build_request_data_from_managed_vector_store,
+    reject_caller_embedding_selection_params,
+)
 from litellm.proxy.vector_store_endpoints.utils import (
     assert_user_can_access_vector_store_id,
 )
@@ -120,12 +128,21 @@ def _collect_vector_store_ids_from_payload(payload: object) -> set[str]:
 async def _authorize_nested_vector_store_ids(
     payload: object,
     user_api_key_dict: UserAPIKeyAuth,
-) -> None:
-    for vector_store_id in sorted(_collect_vector_store_ids_from_payload(payload)):
-        await assert_user_can_access_vector_store_id(
-            vector_store_id=vector_store_id,
-            user_api_key_dict=user_api_key_dict,
-        )
+) -> Mapping[str, LiteLLM_ManagedVectorStore]:
+    """Authorize every nested vector store id and return the managed stores it resolved."""
+    return MappingProxyType(
+        {
+            vector_store_id: store
+            for vector_store_id in sorted(_collect_vector_store_ids_from_payload(payload))
+            if (
+                store := await assert_user_can_access_vector_store_id(
+                    vector_store_id=vector_store_id,
+                    user_api_key_dict=user_api_key_dict,
+                )
+            )
+            is not None
+        }
+    )
 
 
 def _build_file_metadata_entry(
@@ -700,11 +717,27 @@ async def rag_query(
                 status_code=400,
                 detail={"error": "retrieval_config must contain 'vector_store_id'"},
             )
-        await _authorize_nested_vector_store_ids(
+        reject_caller_embedding_selection_params(payload=retrieval_config, source="retrieval_config")
+        resolved_stores: Final = await _authorize_nested_vector_store_ids(
             payload=retrieval_config,
             user_api_key_dict=user_api_key_dict,
         )
 
+        # Merge litellm-managed vector store params (provider, region, embedding
+        # model, credentials, ...) from the registry: the same source the direct
+        # /vector_stores/{id}/search endpoint uses. Store-managed keys win on
+        # conflict so callers cannot override the store's provider or credentials.
+        managed_store: Final = resolved_stores.get(retrieval_config["vector_store_id"])
+        store_data: Final = (
+            build_request_data_from_managed_vector_store(managed_store)
+            if managed_store is not None
+            else MappingProxyType({})
+        )
+        merged_retrieval_config: Final = {
+            **retrieval_config,
+            **store_data,
+        }  # mutable-ok: litellm.aquery requires a plain dict payload
+
         # Add litellm data
         request_data: dict[str, object] = {}
         request_data = await add_litellm_data_to_request(
@@ -716,13 +749,18 @@ async def rag_query(
             proxy_config=proxy_config,
         )
 
-        verbose_proxy_logger.debug("RAG Query - model: %s, retrieval_config: %s", model, retrieval_config)
+        verbose_proxy_logger.debug(
+            "RAG Query - model: %s, vector_store_id: %s, custom_llm_provider: %s",
+            model,
+            retrieval_config["vector_store_id"],
+            merged_retrieval_config.get("custom_llm_provider"),
+        )
 
         # Call query
         response: Final = await litellm.aquery(
             model=model,
             messages=messages,
-            retrieval_config=retrieval_config,
+            retrieval_config=merged_retrieval_config,
             rerank=rerank,
             stream=stream,
             router=llm_router,
diff --git a/litellm/proxy/spend_tracking/budget_reservation.py b/litellm/proxy/spend_tracking/budget_reservation.py
index f4d8fd7d906..91d2ece7a51 100644
--- a/litellm/proxy/spend_tracking/budget_reservation.py
+++ b/litellm/proxy/spend_tracking/budget_reservation.py
@@ -120,13 +120,15 @@ async def _apply_over_budget_reservation_policy(
     applied_entries: list[dict[str, float | str]],
     reservation_cost: float,
     current_spend: float,
+    fail_closed_budget_enforcement: bool = False,
 ) -> float:
     """
     Decide what to do when a counter is over budget, and return the reservation
     cost to carry into the next counter. Three outcomes: an over-budget key that
     opted into throttling releases its own reservation (the rate limiter slows
     it) and keeps the cost; a partially-remaining budget resizes the reservation
-    down to what is left; anything else hard-blocks by raising.
+    down to what is left, unless strict enforcement is on, because the known
+    estimate already does not fit; anything else hard-blocks by raising.
     """
     if _key_reservation_should_release_for_throttle(counter.counter_key, valid_token):
         await _release_applied_entries_best_effort(entries=[entry], default_reserved_cost=reservation_cost)
@@ -134,21 +136,36 @@ async def _apply_over_budget_reservation_policy(
         return reservation_cost
 
     remaining_before_reservation: Final = counter.max_budget - (current_spend - reservation_cost)
-    if remaining_before_reservation > 1e-12:
-        await _resize_applied_reservation(
-            entries=applied_entries,
-            current_reserved_cost=reservation_cost,
-            new_reserved_cost=remaining_before_reservation,
+    if remaining_before_reservation <= 1e-12:
+        _raise_counter_budget_exceeded(counter=counter, current_cost=current_spend)
+    if fail_closed_budget_enforcement and current_spend - counter.max_budget > 1e-12:
+        _raise_counter_budget_exceeded(
+            counter=counter,
+            current_cost=current_spend - reservation_cost,
+            estimated_cost=reservation_cost,
         )
-        return remaining_before_reservation
+    await _resize_applied_reservation(
+        entries=applied_entries,
+        current_reserved_cost=reservation_cost,
+        new_reserved_cost=remaining_before_reservation,
+    )
+    return remaining_before_reservation
 
+
+def _raise_counter_budget_exceeded(
+    counter: _BudgetCounter,
+    current_cost: float,
+    estimated_cost: float | None = None,
+) -> NoReturn:
+    estimate_detail: Final = "" if estimated_cost is None else f"Estimated request cost: {estimated_cost}, "
     raise litellm.BudgetExceededError(
-        current_cost=current_spend,
+        current_cost=current_cost,
         max_budget=counter.max_budget,
         message=(
             "Budget has been exceeded! "
             f"{counter.entity_type}={counter.entity_id} "
-            f"Current cost: {current_spend}, "
+            f"Current cost: {current_cost}, "
+            f"{estimate_detail}"
             f"Max budget: {counter.max_budget}"
         ),
         entity_type=_COUNTER_ENTITY_TYPES.get(counter.entity_type),
@@ -258,6 +275,7 @@ async def reserve_budget_for_request(
                     applied_entries=applied_entries,
                     reservation_cost=reservation_cost,
                     current_spend=current_spend,
+                    fail_closed_budget_enforcement=fail_closed_budget_enforcement,
                 )
                 continue
     except Exception:
diff --git a/litellm/proxy/spend_tracking/spend_management_endpoints.py b/litellm/proxy/spend_tracking/spend_management_endpoints.py
index 41c65b1d5c5..2a50d5170f0 100644
--- a/litellm/proxy/spend_tracking/spend_management_endpoints.py
+++ b/litellm/proxy/spend_tracking/spend_management_endpoints.py
@@ -4,6 +4,7 @@ import json
 import os
 from collections.abc import Mapping, Sequence
 from datetime import datetime, timedelta, timezone
+from types import MappingProxyType
 from typing import (
     TYPE_CHECKING,
     Annotated,
@@ -12,6 +13,7 @@ from typing import (
     Literal,
     NamedTuple,
     Protocol,
+    TypeAlias,
     TypedDict,
     TypeVar,
     cast,  # noqa: TID251  # prisma group_by returns untyped aggregate mappings
@@ -19,6 +21,7 @@ from typing import (
 
 import fastapi
 from fastapi import APIRouter, Depends, HTTPException, Request, Response, status
+from pydantic import TypeAdapter
 from typing_extensions import ReadOnly
 
 import litellm
@@ -55,6 +58,22 @@ router: Final = APIRouter()
 
 SPEND_LOGS_PAGINATION_COUNT_CAP: Final = 10000
 
+_SESSION_KEY_EXPR: Final = "COALESCE(NULLIF(session_id, ''), request_id)"
+_SESSION_GROUP_KEY_SQL: Final = f"{_SESSION_KEY_EXPR}, api_key"
+_MCP_CALL_TYPES_SQL: Final = "('call_mcp_tool', 'list_mcp_tools')"
+_AGENT_CALL_TYPE_SQL: Final = "'asend_message'"
+_SPEND_LOG_LIST_COLUMNS: Final = """
+                request_id, call_type, api_key, spend, total_tokens,
+                prompt_tokens, completion_tokens, "startTime", "endTime",
+                "completionStartTime", model, model_id, model_group,
+                custom_llm_provider, api_base, "user", metadata,
+                cache_hit, cache_key, request_tags, team_id,
+                organization_id, end_user, requester_ip_address,
+                session_id, status, mcp_namespaced_tool_name, agent_id,
+                COALESCE(request_duration_ms,
+                    (EXTRACT(EPOCH FROM ("endTime" - "startTime")) * 1000)::INTEGER) AS request_duration_ms
+"""
+
 _INTERNAL_HEALTH_CHECK_API_KEYS: Final = (
     LITTELM_INTERNAL_HEALTH_SERVICE_ACCOUNT_NAME,
     hash_token(token=LITTELM_INTERNAL_HEALTH_SERVICE_ACCOUNT_NAME),
@@ -144,21 +163,42 @@ class _DailyTagSpendRow(TypedDict):
     total_spend: float
 
 
-class _SessionCountAggregate(TypedDict):
-    session_id: int
-
-
-class _SessionCountRow(TypedDict):
-    session_id: str
-    _count: _SessionCountAggregate
-
-
 class _SessionSpendRow(TypedDict):
     session_id: str
+    api_key: ReadOnly[str]
+    session_total_count: ReadOnly[int]
     session_total_spend: float
     mcp_tool_call_count: int
     mcp_tool_call_spend: float
     session_cache_hit_count: ReadOnly[int]
+    session_llm_count: ReadOnly[int]
+    session_agent_count: ReadOnly[int]
+    session_total_prompt_tokens: ReadOnly[int]
+    session_total_completion_tokens: ReadOnly[int]
+    session_total_tokens: ReadOnly[int]
+    session_models: ReadOnly[Sequence[str]]
+
+
+_SESSION_MODELS_LIMIT: Final = 10
+_SESSION_MODEL_NAME_MAX_LEN: Final = 256
+
+
+class _SessionSpendStats(NamedTuple):
+    session_total_count: int
+    session_total_spend: float
+    mcp_tool_call_count: int
+    mcp_tool_call_spend: float
+    session_cache_hit_count: int
+    session_llm_count: int
+    session_agent_count: int
+    session_total_prompt_tokens: int
+    session_total_completion_tokens: int
+    session_total_tokens: int
+    session_models: Sequence[str]
+    session_models_truncated: bool
+
+
+_SessionSpendMap: TypeAlias = Mapping[tuple[str, str], _SessionSpendStats]
 
 
 class _SpendSumAggregate(TypedDict, total=False):
@@ -242,18 +282,6 @@ async def _count_spend_logs(prisma_client: PrismaClient, where: Mapping[str, obj
     return await _spend_logs_table(prisma_client).count(where=where)
 
 
-async def _count_logs_per_session(
-    prisma_client: PrismaClient, session_ids: Sequence[str | None]
-) -> Sequence[_SessionCountRow]:
-    """Count spend log rows per session for the given session ids."""
-    rows: Final = await _spend_logs_table(prisma_client).group_by(
-        by=["session_id"],
-        where={"session_id": {"in": session_ids}},
-        count={"session_id": True},
-    )
-    return cast(Sequence[_SessionCountRow], rows)  # cast-ok: group_by(count=) shape is fixed by the by/count args
-
-
 async def _find_team_row(prisma_client: PrismaClient, team_id: str) -> _SupportsModelDump | None:
     """Read a single team row as a Prisma model instance."""
     return await _team_table(prisma_client).find_unique(where={"team_id": team_id})
@@ -1204,7 +1232,10 @@ async def get_global_spend_report(
     ),
     api_key: str | None = fastapi.Query(
         default=None,
-        description="View spend for a specific api_key. Example api_key='sk-1234",
+        description=(
+            "View spend for a specific api_key. Pass the key's sha256 hash so the raw key stays "
+            "out of URLs and access logs. Example api_key='d5345c0ecc68ae6295c69f91926b2bd379e25481a40c34b5884d157a9f65d8fa'"
+        ),
     ),
     internal_user_id: str | None = fastapi.Query(
         default=None,
@@ -1685,7 +1716,11 @@ async def get_key_spend_report(
     api_key: Annotated[
         str | None,
         fastapi.Query(
-            description="View spend for a specific api_key. Proxy admin only; other callers are scoped to their own key."
+            description=(
+                "View spend for a specific api_key. Proxy admin only; other callers are scoped to their "
+                "own key. Pass the key's sha256 hash so the raw key stays out of URLs and access logs. "
+                "Example api_key='d5345c0ecc68ae6295c69f91926b2bd379e25481a40c34b5884d157a9f65d8fa'"
+            )
         ),
     ] = None,
 ) -> Sequence[Mapping[str, object]]:
@@ -2283,6 +2318,17 @@ async def ui_view_spend_logs(
         default=False,
         description="Exclude LiteLLM internal health check requests from results",
     ),
+    group_by_session: bool = fastapi.Query(
+        default=False,
+        description="Paginate over sessions instead of raw logs: one representative row per session, total counts sessions",
+    ),
+    session_cursor: str | None = fastapi.Query(
+        default=None,
+        description=(
+            "Keyset cursor '<last_activity>|<api_key>|<session_key>' from a previous group_by_session page. "
+            "UI route only, honored when sorting by startTime"
+        ),
+    ),
 ):
     """
     View spend logs with pagination support.
@@ -2616,6 +2662,18 @@ async def ui_view_spend_logs(
             sql_params.append(f"%{error_message}%")
             p += 1
 
+        if group_by_session is True and not is_v2 and not is_request_id_lookup and sort_by == "startTime":
+            return await _ui_session_grouped_spend_logs(
+                prisma_client=prisma_client,
+                sql_conditions=sql_conditions,
+                sql_params=sql_params,
+                next_param_index=p,
+                page=page,
+                page_size=page_size,
+                sort_desc=order_direction != "asc",
+                session_cursor=session_cursor,
+            )
+
         # Build the ORDER BY expression. ttft_ms is computed from
         # completionStartTime - startTime; non-streaming rows (where
         # completionStartTime is null or equals endTime) yield NULL, so we
@@ -2637,12 +2695,16 @@ async def ui_view_spend_logs(
         else:
             _order_expr = order_column
 
+        joined_conditions: Final = " AND ".join(sql_conditions)
+        session_grouping: Final = group_by_session is True
+        count_group_clause: Final = f"GROUP BY {_SESSION_GROUP_KEY_SQL}" if session_grouping else ""
         count_query: Final = f"""
             SELECT COUNT(*) AS total_count
             FROM (
                 SELECT 1
                 FROM "LiteLLM_SpendLogs"
-                WHERE {" AND ".join(sql_conditions)}
+                WHERE {joined_conditions}
+                {count_group_clause}
                 LIMIT ${p}
             ) AS bounded_matches
         """
@@ -2653,21 +2715,28 @@ async def ui_view_spend_logs(
         total_is_capped: Final = raw_total > SPEND_LOGS_PAGINATION_COUNT_CAP
         total_records: Final = SPEND_LOGS_PAGINATION_COUNT_CAP if total_is_capped else raw_total
 
-        sql_query: Final = f"""
+        sql_query: Final = (
+            f"""
+                SELECT * FROM (
+                    SELECT DISTINCT ON ({_SESSION_GROUP_KEY_SQL})
+                        {_SPEND_LOG_LIST_COLUMNS}
+                    FROM "LiteLLM_SpendLogs"
+                    WHERE {joined_conditions}
+                    ORDER BY {_SESSION_GROUP_KEY_SQL}, call_type IN {_MCP_CALL_TYPES_SQL}, "startTime" DESC
+                ) AS session_representatives
+                ORDER BY {_order_expr} {_sql_dir}{_nulls_clause}, request_id
+                LIMIT ${p} OFFSET ${p + 1}
+            """
+            if session_grouping
+            else f"""
             SELECT
-                request_id, call_type, api_key, spend, total_tokens,
-                prompt_tokens, completion_tokens, "startTime", "endTime",
-                "completionStartTime", model, model_id, model_group,
-                custom_llm_provider, api_base, "user", metadata,
-                cache_hit, cache_key, request_tags, team_id,
-                organization_id, end_user, requester_ip_address,
-                session_id, status, mcp_namespaced_tool_name, agent_id,
-                COALESCE(request_duration_ms, (EXTRACT(EPOCH FROM ("endTime" - "startTime")) * 1000)::INTEGER) AS request_duration_ms
+                {_SPEND_LOG_LIST_COLUMNS}
             FROM "LiteLLM_SpendLogs"
-            WHERE {" AND ".join(sql_conditions)}
+            WHERE {joined_conditions}
             ORDER BY {_order_expr} {_sql_dir}{_nulls_clause}
             LIMIT ${p} OFFSET ${p + 1}
         """
+        )
         sql_params.extend([page_size, skip])
 
         data: Final = await prisma_client.db.query_raw(sql_query, *sql_params)
@@ -2694,6 +2763,162 @@ async def ui_view_spend_logs(
         raise handle_exception_on_proxy(e)
 
 
+class _SessionPageRow(TypedDict):
+    session_key: ReadOnly[str]
+    api_key: ReadOnly[str]
+    last_activity: ReadOnly[str]
+
+
+def _parse_session_cursor(session_cursor: str | None) -> tuple[str, str, str] | None:
+    if session_cursor is None or session_cursor.count("|") < 2:
+        return None
+    last_activity, _, rest = session_cursor.partition("|")
+    api_key, _, session_key = rest.partition("|")
+    if not last_activity or not session_key:
+        return None
+    return (last_activity, session_key, api_key)
+
+
+async def _fetch_session_representatives(
+    prisma_client: "PrismaClient",
+    where_clause: str,
+    sql_params: Sequence[object],
+    next_param_index: int,
+    session_keys: Sequence[tuple[str, str]],
+) -> list[dict[str, object]]:  # mutable-ok: _build_ui_spend_logs_response writes session counts onto each row
+    """Fetch the newest non-MCP row of each ``(session_key, api_key)`` session, in ``session_keys`` order."""
+    rep_query: Final = f"""
+        SELECT * FROM (
+            SELECT DISTINCT ON ({_SESSION_GROUP_KEY_SQL})
+                {_SPEND_LOG_LIST_COLUMNS}
+            FROM "LiteLLM_SpendLogs"
+            WHERE {where_clause}
+              AND ({_SESSION_GROUP_KEY_SQL}) IN (
+                  SELECT * FROM unnest(${next_param_index}::text[], ${next_param_index + 1}::text[])
+              )
+            ORDER BY {_SESSION_GROUP_KEY_SQL}, call_type IN {_MCP_CALL_TYPES_SQL}, "startTime" DESC
+        ) AS session_representatives
+    """
+    rep_rows: Final[Sequence[dict[str, object]]] = await _query_raw(  # mutable-ok: rows are enriched in place
+        prisma_client,
+        rep_query,
+        *sql_params,
+        [session_key for session_key, _ in session_keys],  # mutable-ok: prisma serializes array params from a list
+        [api_key for _, api_key in session_keys],  # mutable-ok: prisma serializes array params from a list
+    )
+    rep_by_key: Final[Mapping[tuple[str, str], dict[str, object]]] = MappingProxyType(  # mutable-ok: same rows
+        {(str(row["session_id"] or row["request_id"]), str(row["api_key"])): row for row in rep_rows}
+    )
+    return [rep_by_key[key] for key in session_keys if key in rep_by_key]  # mutable-ok: rows are enriched in place
+
+
+async def _ui_session_grouped_spend_logs(
+    prisma_client: "PrismaClient",
+    sql_conditions: Sequence[str],
+    sql_params: Sequence[object],
+    next_param_index: int,
+    page: int,
+    page_size: int,
+    sort_desc: bool,
+    session_cursor: str | None,
+) -> Mapping[str, object]:
+    """
+    One row per session, keyset-paginated by session last activity.
+
+    Sessions are derived on the fly from ``LiteLLM_SpendLogs`` (no extra
+    table): rows sharing a ``session_id`` and ``api_key`` form a session, rows
+    without a session id are singletons keyed by ``request_id``. A page is the
+    next ``page_size`` sessions ordered by ``(MAX(startTime), session_key,
+    api_key)``, resumed from the ``session_cursor`` keyset
+    ``'<last_activity>|<api_key>|<session_key>'`` instead of an OFFSET, so
+    page depth does not degrade the query plan. Each session is represented
+    by its newest non-MCP row, enriched by ``_build_ui_spend_logs_response``
+    exactly like the flat listing, and the response carries
+    ``next_session_cursor`` / ``has_more`` while ``total`` counts sessions
+    (capped like the flat total).
+    """
+    where_clause: Final = " AND ".join(sql_conditions) if sql_conditions else "TRUE"
+    cmp_op: Final = "<" if sort_desc else ">"
+    direction: Final = "DESC" if sort_desc else "ASC"
+
+    cursor: Final = _parse_session_cursor(session_cursor)
+    having_clause: Final = (
+        f'HAVING (MAX("startTime"), {_SESSION_GROUP_KEY_SQL}) {cmp_op} '
+        f"(${next_param_index}::timestamp, ${next_param_index + 1}, ${next_param_index + 2})"
+        if cursor
+        else ""
+    )
+    cursor_params: Final[tuple[object, ...]] = cursor if cursor else ()
+    limit_index: Final = next_param_index + len(cursor_params)
+
+    page_query: Final = f"""
+        SELECT {_SESSION_KEY_EXPR} AS session_key,
+               api_key,
+               MAX("startTime")::text AS last_activity
+        FROM "LiteLLM_SpendLogs"
+        WHERE {where_clause}
+        GROUP BY {_SESSION_GROUP_KEY_SQL}
+        {having_clause}
+        ORDER BY MAX("startTime") {direction}, {_SESSION_KEY_EXPR} {direction}, api_key {direction}
+        LIMIT ${limit_index}
+    """
+    page_rows: Final[Sequence[_SessionPageRow]] = await _query_raw(
+        prisma_client, page_query, *sql_params, *cursor_params, page_size + 1
+    )
+
+    has_more: Final = len(page_rows) > page_size
+    visible_rows: Final = page_rows[:page_size]
+    next_cursor: Final = (
+        f"{visible_rows[-1]['last_activity']}|{visible_rows[-1]['api_key']}|{visible_rows[-1]['session_key']}"
+        if has_more and visible_rows
+        else None
+    )
+
+    count_query: Final = f"""
+        SELECT COUNT(*) AS total_count
+        FROM (
+            SELECT 1
+            FROM "LiteLLM_SpendLogs"
+            WHERE {where_clause}
+            GROUP BY {_SESSION_GROUP_KEY_SQL}
+            LIMIT ${next_param_index}
+        ) AS bounded_sessions
+    """
+    count_rows: Final[Sequence[_SpendLogsCountRow]] = await _query_raw(
+        prisma_client, count_query, *sql_params, SPEND_LOGS_PAGINATION_COUNT_CAP + 1
+    )
+    raw_total: Final = int(count_rows[0]["total_count"]) if count_rows else 0
+    total_is_capped: Final = raw_total > SPEND_LOGS_PAGINATION_COUNT_CAP
+    total_records: Final = SPEND_LOGS_PAGINATION_COUNT_CAP if total_is_capped else raw_total
+
+    session_keys: Final = tuple((row["session_key"], row["api_key"]) for row in visible_rows)
+    data: Final[list[dict[str, object]]] = (  # mutable-ok: _build_ui_spend_logs_response writes onto each row
+        await _fetch_session_representatives(
+            prisma_client=prisma_client,
+            where_clause=where_clause,
+            sql_params=sql_params,
+            next_param_index=next_param_index,
+            session_keys=session_keys,
+        )
+        if session_keys
+        else []  # mutable-ok: downstream enrichment mutates rows in place
+    )
+    _hydrate_spend_log_metadata(data)
+
+    total_pages: Final = (total_records + page_size - 1) // page_size
+    response: Final[Mapping[str, object]] = await _build_ui_spend_logs_response(
+        prisma_client,
+        data,
+        total_records,
+        page,
+        page_size,
+        total_pages,
+        enrich_session_counts=True,
+        total_is_capped=total_is_capped,
+    )
+    return {**response, "next_session_cursor": next_cursor, "has_more": has_more}  # mutable-ok: FastAPI response body
+
+
 class RequestResponsePayload(NamedTuple):
     messages: str | list | dict | None
     response: str | list | dict | None
@@ -2945,7 +3170,7 @@ async def view_spend_logs(
 
     Example Request for specific api_key
     ```
-    curl -X GET "http://0.0.0.0:8000/spend/logs?api_key=sk-test-example-key-123" \
+    curl -X GET "http://0.0.0.0:8000/spend/logs?api_key=d5345c0ecc68ae6295c69f91926b2bd379e25481a40c34b5884d157a9f65d8fa" \
 -H "Authorization: Bearer sk-1234"
     ```
 
@@ -4063,16 +4288,17 @@ async def _build_ui_spend_logs_response(
     total_pages: int,
     enrich_session_counts: bool = True,
     total_is_capped: bool = False,
-) -> dict:
+) -> dict[str, object]:
     """
     Build the paginated response for the UI spend-logs endpoint.
 
     When ``enrich_session_counts`` is ``True`` (the default for the v1/UI
-    endpoint), each row is enriched with ``session_total_count`` so the
-    frontend knows which sessions are expandable (multi-call sessions).
-    For every row that carries a ``session_id``, a single ``GROUP BY`` query
-    fetches the total number of logs in each referenced session.  Rows without
-    a ``session_id`` default to ``1``.
+    endpoint), each row is enriched with ``session_total_count`` plus spend,
+    token and call-type aggregates so the frontend knows which sessions are
+    expandable (multi-call sessions).  One ``GROUP BY (session_id, api_key)``
+    query serves every referenced session, keyed per api key so two callers
+    reusing a session id never see each other's totals.  Rows without a
+    ``session_id`` default to ``1``.
 
     When ``enrich_session_counts`` is ``False`` (v2 endpoint), rows are
     serialised without the extra query.
@@ -4094,7 +4320,6 @@ async def _build_ui_spend_logs_response(
         A dict with ``data`` (enriched rows), ``total``, ``page``,
         ``page_size``, ``total_pages``, and ``total_is_capped``.
     """
-    count_map: dict[str, int] = {}
     if enrich_session_counts:
         session_ids: Final[Sequence[str | None]] = list(
             {
@@ -4103,15 +4328,8 @@ async def _build_ui_spend_logs_response(
                 if (row.get("session_id") if isinstance(row, dict) else getattr(row, "session_id", None))
             }
         )
-        if session_ids:
-            # NOTE: This GROUP BY runs on every v1/UI page load. The IN clause
-            # is bounded by page_size (typically 25-50 distinct session IDs).
-            # If performance degrades at scale, consider short-lived caching or
-            # folding the count into the main query via a window function.
-            counts: Final = await _count_logs_per_session(prisma_client, session_ids)
-            count_map = {r["session_id"]: r["_count"]["session_id"] for r in counts if r.get("session_id")}
 
-    session_spend_map: dict[str, dict[str, int | float]] = {}
+    session_spend_map: _SessionSpendMap = {}
     if enrich_session_counts and session_ids:
         from prisma.errors import PrismaError
 
@@ -4123,38 +4341,72 @@ async def _build_ui_spend_logs_response(
                 {
                     (row.get("api_key") if isinstance(row, dict) else getattr(row, "api_key", None))
                     for row in data
-                    if (row.get("api_key") if isinstance(row, dict) else getattr(row, "api_key", None))
+                    if (row.get("api_key") if isinstance(row, dict) else getattr(row, "api_key", None)) is not None
                 }
             )
             rows: Final[Sequence[_SessionSpendRow]] = await _query_raw(
                 prisma_client,
-                """
-                SELECT session_id,
-                       COALESCE(SUM(spend), 0)::double precision AS session_total_spend,
-                       COUNT(*) FILTER (
-                           WHERE call_type IN ('call_mcp_tool', 'list_mcp_tools')
-                       )::int AS mcp_tool_call_count,
-                       COALESCE(SUM(spend) FILTER (
-                           WHERE call_type IN ('call_mcp_tool', 'list_mcp_tools')
-                       ), 0)::double precision AS mcp_tool_call_spend,
-                       COUNT(*) FILTER (WHERE LOWER(cache_hit) = 'true')::int AS session_cache_hit_count
-                FROM "LiteLLM_SpendLogs"
-                WHERE session_id = ANY($1::text[])
-                  AND api_key = ANY($2::text[])
-                GROUP BY session_id
+                f"""
+                SELECT s.*, COALESCE(m.session_models, ARRAY[]::text[]) AS session_models
+                FROM (
+                    SELECT session_id, api_key,
+                           COUNT(*)::int AS session_total_count,
+                           COALESCE(SUM(spend), 0)::double precision AS session_total_spend,
+                           COUNT(*) FILTER (
+                               WHERE call_type IN {_MCP_CALL_TYPES_SQL}
+                           )::int AS mcp_tool_call_count,
+                           COALESCE(SUM(spend) FILTER (
+                               WHERE call_type IN {_MCP_CALL_TYPES_SQL}
+                           ), 0)::double precision AS mcp_tool_call_spend,
+                           COUNT(*) FILTER (WHERE LOWER(cache_hit) = 'true')::int AS session_cache_hit_count,
+                           COUNT(*) FILTER (
+                               WHERE call_type NOT IN {_MCP_CALL_TYPES_SQL} AND call_type != {_AGENT_CALL_TYPE_SQL}
+                           )::int AS session_llm_count,
+                           COUNT(*) FILTER (WHERE call_type = {_AGENT_CALL_TYPE_SQL})::int AS session_agent_count,
+                           COALESCE(SUM(prompt_tokens), 0)::bigint AS session_total_prompt_tokens,
+                           COALESCE(SUM(completion_tokens), 0)::bigint AS session_total_completion_tokens,
+                           COALESCE(SUM(total_tokens), 0)::bigint AS session_total_tokens
+                    FROM "LiteLLM_SpendLogs"
+                    WHERE session_id = ANY($1::text[])
+                      AND api_key = ANY($2::text[])
+                    GROUP BY session_id, api_key
+                ) s
+                LEFT JOIN LATERAL (
+                    SELECT ARRAY_AGG(d.model ORDER BY d.model) AS session_models
+                    FROM (
+                        SELECT DISTINCT LEFT(model, $3::int) AS model
+                        FROM "LiteLLM_SpendLogs"
+                        WHERE session_id = s.session_id
+                          AND api_key = s.api_key
+                          AND model IS NOT NULL AND model <> ''
+                        ORDER BY 1
+                        LIMIT $4::int
+                    ) d
+                ) m ON TRUE
                 """,
                 session_ids,
                 authorized_api_keys,
+                _SESSION_MODEL_NAME_MAX_LEN,
+                _SESSION_MODELS_LIMIT + 1,
             )
             session_spend_map = {
-                row["session_id"]: {
-                    "session_total_spend": float(row.get("session_total_spend") or 0.0),
-                    "mcp_tool_call_count": int(row.get("mcp_tool_call_count") or 0),
-                    "mcp_tool_call_spend": float(row.get("mcp_tool_call_spend") or 0.0),
-                    "session_cache_hit_count": int(row.get("session_cache_hit_count") or 0),
-                }
+                (row["session_id"], row["api_key"]): _SessionSpendStats(
+                    session_total_count=int(row.get("session_total_count") or 0),
+                    session_total_spend=float(row.get("session_total_spend") or 0.0),
+                    mcp_tool_call_count=int(row.get("mcp_tool_call_count") or 0),
+                    mcp_tool_call_spend=float(row.get("mcp_tool_call_spend") or 0.0),
+                    session_cache_hit_count=int(row.get("session_cache_hit_count") or 0),
+                    session_llm_count=int(row.get("session_llm_count") or 0),
+                    session_agent_count=int(row.get("session_agent_count") or 0),
+                    session_total_prompt_tokens=int(row.get("session_total_prompt_tokens") or 0),
+                    session_total_completion_tokens=int(row.get("session_total_completion_tokens") or 0),
+                    session_total_tokens=int(row.get("session_total_tokens") or 0),
+                    session_models=models[:_SESSION_MODELS_LIMIT],
+                    session_models_truncated=len(models) > _SESSION_MODELS_LIMIT,
+                )
                 for row in rows
-                if row.get("session_id")
+                if row.get("session_id") and row.get("api_key") is not None
+                for models in (TypeAdapter(list[str]).validate_python(row.get("session_models") or ()),)
             }
         except PrismaError:
             verbose_proxy_logger.debug(
@@ -4167,14 +4419,22 @@ async def _build_ui_spend_logs_response(
         for row in data:
             row_dict = dict(row) if isinstance(row, dict) else row.model_dump()
             sid = row_dict.get("session_id")
-            row_dict["session_total_count"] = count_map.get(sid, 1) if sid else 1
-            session_stats = session_spend_map.get(sid) if sid else None
+            row_api_key = row_dict.get("api_key")
+            session_stats = session_spend_map.get((sid, row_api_key)) if sid and row_api_key is not None else None
+            row_dict["session_total_count"] = session_stats.session_total_count if session_stats else 1
             if session_stats:
-                row_dict["session_total_spend"] = session_stats["session_total_spend"]
-                if session_stats["mcp_tool_call_count"]:
-                    row_dict["mcp_tool_call_count"] = session_stats["mcp_tool_call_count"]
-                    row_dict["mcp_tool_call_spend"] = session_stats["mcp_tool_call_spend"]
-                row_dict["session_cache_hit_count"] = session_stats["session_cache_hit_count"]
+                row_dict["session_total_spend"] = session_stats.session_total_spend
+                if session_stats.mcp_tool_call_count:
+                    row_dict["mcp_tool_call_count"] = session_stats.mcp_tool_call_count
+                    row_dict["mcp_tool_call_spend"] = session_stats.mcp_tool_call_spend
+                row_dict["session_cache_hit_count"] = session_stats.session_cache_hit_count
+                row_dict["session_llm_count"] = session_stats.session_llm_count
+                row_dict["session_agent_count"] = session_stats.session_agent_count
+                row_dict["session_total_prompt_tokens"] = session_stats.session_total_prompt_tokens
+                row_dict["session_total_completion_tokens"] = session_stats.session_total_completion_tokens
+                row_dict["session_total_tokens"] = session_stats.session_total_tokens
+                row_dict["session_models"] = session_stats.session_models
+                row_dict["session_models_truncated"] = session_stats.session_models_truncated
             enriched.append(row_dict)
         response_data: list = enriched
     else:
diff --git a/litellm/proxy/spend_tracking/spend_tracking_utils.py b/litellm/proxy/spend_tracking/spend_tracking_utils.py
index 7442d71bd96..a37c3ba4405 100644
--- a/litellm/proxy/spend_tracking/spend_tracking_utils.py
+++ b/litellm/proxy/spend_tracking/spend_tracking_utils.py
@@ -15,6 +15,7 @@ from litellm.constants import (
     LITELLM_TRUNCATED_PAYLOAD_FIELD,
     LITELLM_TRUNCATION_DB_SAFEGUARD_NOTE,
     REDACTED_BY_LITELM_STRING,
+    SESSION_ID_OMITTED_METADATA_KEY,
 )
 from litellm.constants import (
     MAX_STRING_LENGTH_PROMPT_IN_DB as DEFAULT_MAX_STRING_LENGTH_PROMPT_IN_DB,
@@ -578,7 +579,9 @@ def get_logging_payload(kwargs, response_obj, start_time, end_time) -> SpendLogs
             ),
             session_id=_get_session_id_for_spend_log(
                 kwargs=kwargs,
+                metadata=metadata,
                 standard_logging_payload=standard_logging_payload,
+                omit_when_missing=_omits_session_id_when_missing(metadata),
             ),
             request_duration_ms=_get_request_duration_ms(start_time, end_time),
             status=_get_status_for_spend_log(
@@ -602,26 +605,39 @@ def get_logging_payload(kwargs, response_obj, start_time, end_time) -> SpendLogs
         raise e
 
 
+def _omits_session_id_when_missing(metadata: Mapping[str, object] | None) -> bool:
+    """The pre-call stamp pins `omit` on for the requests that carry it, so a config reload between pre-call and spend
+    logging cannot fabricate a session. `apply_missing_session_id_policy` drops any client-supplied copy of the key
+    from both metadata buckets before stamping, which the merge of `litellm_metadata` into `metadata` makes
+    necessary, so a caller cannot forge it. Requests that never reach the pre-call helper, router-model
+    passthrough among them, carry no stamp, so they fall back to the configured policy and `omit` still covers their
+    spend logs."""
+    if metadata is not None and metadata.get(SESSION_ID_OMITTED_METADATA_KEY):
+        return True
+
+    from litellm.proxy.proxy_server import general_settings
+
+    return general_settings.get("missing_session_id") == "omit"
+
+
 def _get_session_id_for_spend_log(
-    kwargs: dict,
+    kwargs: Mapping[str, object],
+    metadata: Mapping[str, object] | None,
     standard_logging_payload: StandardLoggingPayload | None,
-) -> str:
-    """
-    Get the session id for the spend log.
+    omit_when_missing: bool,
+) -> str | None:
+    """Under `omit` only `metadata.session_id`, the key Langfuse reads, counts as a session; `litellm_session_id` may
+    be a copied trace id."""
+    if omit_when_missing:
+        session_id: Final = metadata.get("session_id") if metadata else None
+        return str(session_id) if session_id else None
 
-    This ensures each spend log is associated with a unique session id.
-
-    """
     from litellm._uuid import uuid
 
     if standard_logging_payload is not None and standard_logging_payload.get("trace_id") is not None:
         return str(standard_logging_payload.get("trace_id"))
-
-    # Users can dynamically set the trace_id for each request by passing `litellm_trace_id` in kwargs
     if kwargs.get("litellm_trace_id") is not None:
         return str(kwargs.get("litellm_trace_id"))
-
-    # Ensure we always have a session id, if none is provided
     return str(uuid.uuid4())
 
 
diff --git a/litellm/proxy/ui_crud_endpoints/proxy_setting_endpoints.py b/litellm/proxy/ui_crud_endpoints/proxy_setting_endpoints.py
index 52258602581..c12d071dd36 100644
--- a/litellm/proxy/ui_crud_endpoints/proxy_setting_endpoints.py
+++ b/litellm/proxy/ui_crud_endpoints/proxy_setting_endpoints.py
@@ -21,6 +21,7 @@ from typing_extensions import NotRequired, ReadOnly, TypedDict
 import litellm
 from litellm._logging import verbose_proxy_logger
 from litellm.litellm_core_utils.sensitive_data_masker import mask_sensitive_keys
+from litellm.proxy._experimental.mcp_server.tool_search import MCP_TOOL_SEARCH_SETTINGS_KEY
 from litellm.proxy._types import *
 from litellm.proxy.auth.user_api_key_auth import user_api_key_auth
 from litellm.proxy.config_resolvers.sso import (
@@ -38,6 +39,7 @@ from litellm.repositories.table_repositories import (
     UISettingsRepository,
 )
 from litellm.repositories.team_repository import TeamRepository
+from litellm.types.mcp import MCPToolSearchSettings
 from litellm.types.proxy.management_endpoints.ui_sso import (
     DefaultTeamSSOParams,
     SSOConfig,
@@ -448,6 +450,10 @@ class MCPSemanticFilterSettingsResponse(SettingsResponse):
     """Response model for MCP semantic filter settings"""
 
 
+class MCPToolSearchSettingsResponse(SettingsResponse):
+    """Response model for native MCP tool search settings"""
+
+
 @router.get(
     "/get/allowed_ips",
     tags=["Budget & Spend Tracking"],
@@ -835,7 +841,7 @@ async def update_default_team_member_budget(teams: list[NewUserRequestTeam], use
 
 
 async def _update_litellm_setting(
-    settings: DefaultInternalUserParams | DefaultTeamSSOParams | MCPSemanticFilterSettings,
+    settings: DefaultInternalUserParams | DefaultTeamSSOParams | MCPSemanticFilterSettings | MCPToolSearchSettings,
     settings_key: str,
     success_message: str,
     user_api_key_dict: UserAPIKeyAuth,
@@ -861,7 +867,7 @@ async def _update_litellm_setting(
             detail={"error": "Set `'STORE_MODEL_IN_DB='True'` in your env to enable this feature."},
         )
 
-    in_memory_var: Final = settings.model_dump(exclude_none=True)
+    in_memory_var: Final = settings.model_dump(mode="json", exclude_none=True)
 
     # Load existing config first, then set in-memory value after,
     # because get_config() may overwrite litellm.<key> with stale DB values
@@ -1359,6 +1365,59 @@ async def update_mcp_semantic_filter_settings(
     return result
 
 
+@router.get(
+    "/get/mcp_tool_search_settings",
+    tags=["Settings"],  # mutable-ok: FastAPI's route decorator only accepts a list
+    dependencies=[Depends(user_api_key_auth)],  # mutable-ok: FastAPI's route decorator only accepts a list
+    response_model=MCPToolSearchSettingsResponse,
+)
+async def get_mcp_tool_search_settings(
+    user_api_key_dict: UserAPIKeyAuth = Depends(user_api_key_auth),
+) -> Mapping[str, object]:
+    """
+    Get the `litellm_settings.mcp_tool_search` configuration used by the native `mcp_tool_search` virtual tool.
+    """
+    from litellm.proxy.proxy_server import prisma_client, proxy_config
+
+    if prisma_client is None:
+        raise HTTPException(status_code=500, detail="Database not connected. Please connect a database.")
+
+    config: Final = await proxy_config.get_config()
+
+    return await _get_settings_with_schema(
+        settings_key=MCP_TOOL_SEARCH_SETTINGS_KEY,
+        settings_class=MCPToolSearchSettings,
+        config=config,
+    )
+
+
+@router.patch(
+    "/update/mcp_tool_search_settings",
+    tags=["Settings"],  # mutable-ok: FastAPI's route decorator only accepts a list
+    dependencies=[Depends(user_api_key_auth)],  # mutable-ok: FastAPI's route decorator only accepts a list
+)
+async def update_mcp_tool_search_settings(
+    settings: MCPToolSearchSettings,
+    user_api_key_dict: UserAPIKeyAuth = Depends(user_api_key_auth),
+) -> Mapping[str, object]:
+    """
+    Update `litellm_settings.mcp_tool_search` in the database.
+    Settings will be picked up by all pods within approximately 10 seconds via background polling.
+    """
+    if user_api_key_dict.user_role != LitellmUserRoles.PROXY_ADMIN:
+        raise HTTPException(
+            status_code=403,
+            detail="Only proxy admins can update MCP tool search settings.",
+        )
+
+    return await _update_litellm_setting(
+        settings=settings,
+        settings_key=MCP_TOOL_SEARCH_SETTINGS_KEY,
+        success_message="MCP tool search settings updated successfully. Changes will be applied across all pods within 10 seconds.",
+        user_api_key_dict=user_api_key_dict,
+    )
+
+
 UI_SETTINGS_CACHE_KEY: Final = "ui_settings:settings_dict"
 UI_SETTINGS_CACHE_TTL: Final = 600  # 10 minutes
 
@@ -1594,7 +1653,10 @@ async def update_ui_settings(
     tags=["UI Theme Settings"],
     dependencies=[Depends(user_api_key_auth)],
 )
-async def upload_logo(file: UploadFile = File(...)):
+async def upload_logo(
+    file: UploadFile = File(...),
+    user_api_key_dict: UserAPIKeyAuth = Depends(user_api_key_auth),
+):
     """
     Upload a custom logo for the admin UI.
     Accepts image files (PNG, JPG, JPEG, SVG) and stores them for use in the UI.
@@ -1602,6 +1664,12 @@ async def upload_logo(file: UploadFile = File(...)):
     import os
     from pathlib import Path
 
+    if user_api_key_dict.user_role != LitellmUserRoles.PROXY_ADMIN:
+        raise HTTPException(
+            status_code=403,
+            detail="Only proxy admins can upload a UI logo.",
+        )
+
     # Validate file type
     allowed_extensions: Final = {".png", ".jpg", ".jpeg", ".svg"}
     file_extension: Final = Path(file.filename or "").suffix.lower()
@@ -1612,9 +1680,11 @@ async def upload_logo(file: UploadFile = File(...)):
             detail=f"Invalid file type. Allowed types: {', '.join(allowed_extensions)}",
         )
 
-    # Validate file size (max 5MB)
-    file_content: Final = await file.read()
-    if len(file_content) > 5 * 1024 * 1024:  # 5MB
+    # Read bounded to one byte past the limit, so an oversized upload is never
+    # fully buffered in memory before being rejected.
+    max_logo_size_bytes: Final = 5 * 1024 * 1024
+    file_content: Final = await file.read(max_logo_size_bytes + 1)
+    if len(file_content) > max_logo_size_bytes:
         raise HTTPException(status_code=400, detail="File size too large. Maximum size is 5MB.")
 
     # Create uploads directory if it doesn't exist
diff --git a/litellm/proxy/utils.py b/litellm/proxy/utils.py
index 051d36c4d0f..24a65457928 100644
--- a/litellm/proxy/utils.py
+++ b/litellm/proxy/utils.py
@@ -1524,6 +1524,7 @@ class ProxyLogging:
                 prompt_label=data.pop("prompt_label", None) or {},
                 prompt_version=data.pop("prompt_version", None) or {},
                 request_kwargs=data,
+                injected_for_every_deployment=True,
             )
 
             data.update(optional_params)
@@ -7530,6 +7531,9 @@ def create_model_info_response(
             max_input_tokens = configured_input
         if configured_output is not None:
             max_output_tokens = configured_output
+        configured_mode: Final = llm_router.get_configured_mode(model_id)
+        if isinstance(configured_mode, str):
+            base["mode"] = configured_mode
 
     if max_input_tokens is not None:
         base["max_input_tokens"] = max_input_tokens
diff --git a/litellm/proxy/vector_store_endpoints/endpoints.py b/litellm/proxy/vector_store_endpoints/endpoints.py
index a59d7a277cc..1feda0b0bb5 100644
--- a/litellm/proxy/vector_store_endpoints/endpoints.py
+++ b/litellm/proxy/vector_store_endpoints/endpoints.py
@@ -1,3 +1,5 @@
+from collections.abc import Mapping
+from types import MappingProxyType
 from typing import (
     Annotated,
     Any,  # noqa: TID251  # jsonify_object in proxy/utils.py is annotated with a bare dict
@@ -14,9 +16,6 @@ from litellm.proxy._types import CommonProxyErrors, UserAPIKeyAuth
 from litellm.proxy.auth.user_api_key_auth import user_api_key_auth
 from litellm.proxy.common_request_processing import ProxyBaseLLMRequestProcessing
 from litellm.proxy.utils import jsonify_object
-from litellm.proxy.vector_store_endpoints.management_endpoints import (
-    _resolve_embedding_config,
-)
 from litellm.proxy.vector_store_endpoints.utils import (
     assert_proxy_admin_for_vector_store_index_management,
     assert_user_can_access_vector_store,
@@ -27,11 +26,48 @@ from litellm.types.vector_stores import IndexCreateRequest, IndexListResponse
 from litellm.vector_stores.vector_store_registry import VectorStoreIndexRegistry
 
 router: Final = APIRouter()
+
+BLOCKED_QUERY_EMBEDDING_SELECTION_PARAMS: Final = frozenset(
+    {
+        "embedding_model",
+        "litellm_embedding_model",
+        "litellm_embedding_config",
+        "litellm_credential_name",
+    }
+)
+
+
+def reject_caller_embedding_selection_params(payload: Mapping[str, object], source: str) -> None:
+    blocked: Final = sorted(BLOCKED_QUERY_EMBEDDING_SELECTION_PARAMS & payload.keys())
+    if blocked:
+        raise HTTPException(
+            status_code=400,
+            detail={
+                "error": f"'{blocked[0]}' cannot be set in {source}. "
+                "Embedding configuration comes from the vector store's server-side registration."
+            },
+        )
+
+
 ########################################################
 # OpenAI Compatible Endpoints
 ########################################################
 
 
+def build_request_data_from_managed_vector_store(
+    vector_store: LiteLLM_ManagedVectorStore,
+) -> Mapping[str, object]:
+    top_level: Final = MappingProxyType(
+        {
+            key: vector_store.get(key)
+            for key in ("custom_llm_provider", "litellm_credential_name")
+            if key in vector_store
+        }
+    )
+    litellm_params: Final = vector_store.get("litellm_params") or MappingProxyType({})
+    return MappingProxyType({**top_level, **litellm_params})
+
+
 async def _update_request_data_with_litellm_managed_vector_store_registry(
     data: dict,
     vector_store_id: str,
@@ -51,47 +87,14 @@ async def _update_request_data_with_litellm_managed_vector_store_registry(
     vector_store_to_run: Final[LiteLLM_ManagedVectorStore | None] = await get_litellm_managed_vector_store(
         vector_store_id=vector_store_id
     )
-    if vector_store_to_run is not None:
-        if user_api_key_dict is not None:
-            await assert_user_can_access_vector_store(
-                vector_store=vector_store_to_run,
-                user_api_key_dict=user_api_key_dict,
-            )
-
-        if "custom_llm_provider" in vector_store_to_run:
-            data["custom_llm_provider"] = vector_store_to_run.get("custom_llm_provider")
-
-        if "litellm_credential_name" in vector_store_to_run:
-            data["litellm_credential_name"] = vector_store_to_run.get("litellm_credential_name")
-
-        if "litellm_params" in vector_store_to_run:
-            litellm_params = vector_store_to_run.get("litellm_params", {}) or {}
-            # Resolve ``litellm_embedding_config`` here, at request-handling
-            # time, instead of at row-creation time. The resolved
-            # ``api_key`` / ``api_base`` / ``api_version`` lives only in
-            # this per-request ``data`` dict and is never persisted.
-            # Legacy rows that already carry a resolved (cleartext)
-            # ``litellm_embedding_config`` skip the lookup and pass through
-            # unchanged so the embed call keeps working.
-            embedding_model: Final = litellm_params.get("litellm_embedding_model")
-            if embedding_model and not litellm_params.get("litellm_embedding_config"):
-                from litellm.proxy.proxy_server import prisma_client
-
-                resolved_config: Final = await _resolve_embedding_config(
-                    embedding_model=embedding_model, prisma_client=prisma_client
-                )
-                if resolved_config:
-                    # Build a fresh dict via spread instead of mutating
-                    # ``litellm_params`` in place — the registry hands back
-                    # a reference to its cached object, so an in-place
-                    # update would persist the resolved cleartext into the
-                    # in-memory cache for the lifetime of the process.
-                    litellm_params = {
-                        **litellm_params,
-                        "litellm_embedding_config": resolved_config,
-                    }
-            data.update(litellm_params)
-    return data
+    if vector_store_to_run is None:
+        return data
+    if user_api_key_dict is not None:
+        await assert_user_can_access_vector_store(
+            vector_store=vector_store_to_run,
+            user_api_key_dict=user_api_key_dict,
+        )
+    return {**data, **build_request_data_from_managed_vector_store(vector_store_to_run)}
 
 
 @router.post(
@@ -130,6 +133,7 @@ async def vector_store_search(
     )
 
     data = await _read_request_body(request=request)
+    reject_caller_embedding_selection_params(payload=data, source="the search request body")
     data["vector_store_id"] = vector_store_id
 
     # Check for legacy vector store registry (non-managed vector stores)
diff --git a/litellm/proxy/vector_store_endpoints/management_endpoints.py b/litellm/proxy/vector_store_endpoints/management_endpoints.py
index 183a03cc13c..fe4732c6492 100644
--- a/litellm/proxy/vector_store_endpoints/management_endpoints.py
+++ b/litellm/proxy/vector_store_endpoints/management_endpoints.py
@@ -18,11 +18,8 @@ if TYPE_CHECKING:
     from prisma.models import LiteLLM_ManagedVectorStoresTable as _VectorStoreRow
 
     from litellm.proxy.utils import PrismaClient
-    from litellm.router import Router
-
 import litellm
 from litellm._logging import verbose_proxy_logger
-from litellm.caching.in_memory_cache import InMemoryCache
 from litellm.constants import REDACTED_BY_LITELM_STRING
 from litellm.litellm_core_utils.safe_json_dumps import safe_dumps
 from litellm.litellm_core_utils.sensitive_data_masker import SensitiveDataMasker
@@ -32,13 +29,13 @@ from litellm.proxy._types import (
     UserAPIKeyAuth,
 )
 from litellm.proxy.auth.user_api_key_auth import user_api_key_auth
-from litellm.proxy.common_utils.encrypt_decrypt_utils import decrypt_value_helper
 from litellm.proxy.common_utils.rbac_utils import check_feature_access_for_user
-from litellm.proxy.vector_store_endpoints.utils import can_user_access_vector_store
-from litellm.repositories.model_repository import ModelRepository
+from litellm.proxy.vector_store_endpoints.utils import (
+    can_user_access_vector_store,
+    filter_listable_vector_stores,
+)
 from litellm.repositories.prisma_protocols import TableActions
 from litellm.repositories.table_repositories import ManagedVectorStoresRepository
-from litellm.secret_managers.main import get_secret
 from litellm.types.vector_stores import (
     LiteLLM_ManagedVectorStore,
     LiteLLM_ManagedVectorStoreListResponse,
@@ -64,28 +61,6 @@ _LITELLM_PARAMS_MASKER: Final = SensitiveDataMasker()
 
 _REDACT_LITELLM_PARAMS_MAX_DEPTH: Final = 10
 
-# Use-time embedding-config resolution runs on every vector-store request
-# whose persisted row carries only a model reference (the post-fix shape).
-# Without a cache, that's one ``litellm_proxymodeltable.find_first`` per
-# request — the no-DB-in-critical-path rule. Hold the resolved config in
-# memory for a short TTL so a hot model name pays the DB lookup at most
-# once per ``_EMBEDDING_CONFIG_CACHE_TTL`` seconds. Cleartext credentials
-# only ever live in process memory (never persisted, never echoed in
-# management responses), so the cache doesn't widen the disclosure surface.
-_EMBEDDING_CONFIG_CACHE_TTL: Final = 60
-_EMBEDDING_CONFIG_CACHE_MAX_SIZE: Final = 256
-_embedding_config_cache: InMemoryCache | None = None
-
-
-def _get_embedding_config_cache() -> InMemoryCache:
-    global _embedding_config_cache
-    if _embedding_config_cache is None:
-        _embedding_config_cache = InMemoryCache(
-            max_size_in_memory=_EMBEDDING_CONFIG_CACHE_MAX_SIZE,
-            default_ttl=_EMBEDDING_CONFIG_CACHE_TTL,
-        )
-    return _embedding_config_cache
-
 
 def _redact_sensitive_litellm_params(litellm_params: Any, _depth: int = 0) -> Any:
     """
@@ -155,235 +130,6 @@ async def _fetch_and_authorize_vector_store(
     return typed
 
 
-def _resolve_embedding_config_from_router(embedding_model: str, llm_router) -> dict[str, object] | None:
-    """
-    Resolve embedding config from router's config-defined models.
-
-    Config-defined models (from proxy_config.yaml) are stored in the router's model_list,
-    not in the database. This function looks up the model in the router and extracts
-    api_key, api_base, and api_version from the deployment's litellm_params.
-
-    Args:
-        embedding_model: The embedding model string (e.g., "text-embedding-ada-002" or "azure/text-embedding-3-large")
-        llm_router: The LiteLLM router instance
-
-    Returns:
-        Dictionary with api_key, api_base, and api_version if model found, None otherwise
-    """
-    if not embedding_model or llm_router is None:
-        return None
-
-    # Extract model name candidates - could be "text-embedding-ada-002" or "azure/text-embedding-3-large"
-    # Try exact match first, then try without provider prefix
-    model_name_candidates: Final = [embedding_model]
-    if "/" in embedding_model:
-        # If it has a provider prefix, also try without it
-        _, model_name = embedding_model.split("/", 1)
-        model_name_candidates.append(model_name)
-
-    # Try to find model in router
-    for model_name in model_name_candidates:
-        try:
-            # Try to get deployment by model group name (model_name in config)
-            deployment = llm_router.get_deployment_by_model_group_name(model_group_name=model_name)
-
-            if deployment is not None and deployment.litellm_params is not None:
-                litellm_params = deployment.litellm_params
-
-                # Build embedding config from model params
-                embedding_config: dict[str, object] = {}
-
-                # Extract api_key
-                api_key = getattr(litellm_params, "api_key", None)
-                if api_key:
-                    # Handle os.environ/ prefix
-                    if isinstance(api_key, str) and api_key.startswith("os.environ/"):
-                        api_key = get_secret(api_key)
-                    embedding_config["api_key"] = api_key
-
-                # Extract api_base
-                api_base = getattr(litellm_params, "api_base", None)
-                if api_base:
-                    # Handle os.environ/ prefix
-                    if isinstance(api_base, str) and api_base.startswith("os.environ/"):
-                        api_base = get_secret(api_base)
-                    embedding_config["api_base"] = api_base
-
-                # Extract api_version
-                api_version = getattr(litellm_params, "api_version", None)
-                if api_version:
-                    embedding_config["api_version"] = api_version
-
-                project_id = getattr(litellm_params, "project_id", None)
-                if project_id:
-                    embedding_config["project_id"] = project_id
-
-                # Only return config if we have at least api_key or api_base
-                if embedding_config:
-                    verbose_proxy_logger.debug(
-                        "Resolved embedding config from router model %s: %s", model_name, list(embedding_config.keys())
-                    )
-                    return embedding_config
-        except Exception as e:
-            verbose_proxy_logger.debug("Error resolving embedding config from router for model %s: %s", model_name, e)
-            continue
-
-    return None
-
-
-async def _resolve_embedding_config_from_db(
-    embedding_model: str, prisma_client: "PrismaClient"
-) -> dict[str, object] | None:
-    """
-    Resolve embedding config from database model configuration.
-
-    If litellm_embedding_model is provided but litellm_embedding_config is not,
-    this function looks up the model in the database and extracts api_key, api_base,
-    and api_version from the model's litellm_params to build the embedding config.
-
-    Args:
-        embedding_model: The embedding model string (e.g., "text-embedding-ada-002" or "azure/text-embedding-3-large")
-        prisma_client: The Prisma client instance
-
-    Returns:
-        Dictionary with api_key, api_base, and api_version if model found, None otherwise
-    """
-    if not embedding_model:
-        return None
-
-    # Extract model name - could be "text-embedding-ada-002" or "azure/text-embedding-3-large"
-    # Try to find model by exact match first, then try without provider prefix
-    model_name_candidates: Final = [embedding_model]
-    if "/" in embedding_model:
-        # If it has a provider prefix, also try without it
-        _, model_name = embedding_model.split("/", 1)
-        model_name_candidates.append(model_name)
-
-    # Try to find model in database
-    for model_name in model_name_candidates:
-        try:
-            db_model = await ModelRepository(prisma_client).table.find_first(where={"model_name": model_name})
-
-            if db_model and db_model.litellm_params:
-                # Extract litellm_params (could be dict or JSON string)
-                model_params = db_model.litellm_params
-                if isinstance(model_params, str):  # pyright: ignore[reportUnnecessaryIsInstance]  # prisma Json is str
-                    model_params = json.loads(model_params)
-
-                # Decrypt values from database (similar to how proxy_server.py does it)
-                # Values stored in DB are encrypted, so we need to decrypt them first
-                decrypted_params = {}
-                if isinstance(model_params, dict):
-                    for k, v in model_params.items():
-                        if isinstance(v, str):
-                            # Decrypt value - returns original value if decryption fails or no key is set
-                            decrypted_value = decrypt_value_helper(value=v, key=k, return_original_value=True)
-                            decrypted_params[k] = decrypted_value
-                        else:
-                            decrypted_params[k] = v
-                else:
-                    decrypted_params = model_params
-
-                # Build embedding config from model params
-                embedding_config = {}
-
-                # Extract api_key
-                api_key = decrypted_params.get("api_key")
-                if api_key:
-                    # Handle os.environ/ prefix (after decryption, values may be os.environ/ prefixed)
-                    if isinstance(api_key, str) and api_key.startswith("os.environ/"):
-                        api_key = get_secret(api_key)
-                    embedding_config["api_key"] = api_key
-
-                # Extract api_base
-                api_base = decrypted_params.get("api_base")
-                if api_base:
-                    # Handle os.environ/ prefix (after decryption, values may be os.environ/ prefixed)
-                    if isinstance(api_base, str) and api_base.startswith("os.environ/"):
-                        api_base = get_secret(api_base)
-                    embedding_config["api_base"] = api_base
-
-                # Extract api_version
-                api_version = decrypted_params.get("api_version")
-                if api_version:
-                    embedding_config["api_version"] = api_version
-
-                # Only return config if we have at least api_key or api_base
-                if embedding_config:
-                    verbose_proxy_logger.debug(
-                        "Resolved embedding config from database model %s: %s",
-                        model_name,
-                        list(embedding_config.keys()),
-                    )
-                    return embedding_config
-        except Exception as e:
-            verbose_proxy_logger.debug("Error resolving embedding config for model %s: %s", model_name, e)
-            continue
-
-    return None
-
-
-async def _resolve_embedding_config(
-    embedding_model: str, prisma_client: "PrismaClient | None", llm_router: "Router | None" = None
-) -> dict[str, object] | None:
-    """
-    Resolve embedding config from either router (config-defined) or database models.
-
-    This function first checks the router for config-defined models, then falls back
-    to the database. This allows users to use models defined in either location.
-
-    Results are cached in process memory for ``_EMBEDDING_CONFIG_CACHE_TTL``
-    seconds so the request-handling path doesn't hit the database on every
-    vector-store call. Negative results (model not found) are intentionally
-    not cached to avoid blocking a freshly-added model behind the TTL.
-
-    Args:
-        embedding_model: The embedding model string (e.g., "text-embedding-ada-002" or "azure/text-embedding-3-large")
-        prisma_client: The Prisma client instance
-        llm_router: The LiteLLM router instance (optional, will be imported if not provided)
-
-    Returns:
-        Dictionary with api_key, api_base, and api_version if model found, None otherwise
-    """
-    if not embedding_model:
-        return None
-
-    cache: Final = _get_embedding_config_cache()
-    cached: Final = cache.get_cache(embedding_model)
-    if cached is not None:
-        return cached
-
-    # Import llm_router if not provided
-    if llm_router is None:
-        try:
-            from litellm.proxy.proxy_server import llm_router
-        except ImportError:
-            llm_router = None
-
-    # First try to resolve from router (config-defined models)
-    if llm_router is not None:
-        router_config = _resolve_embedding_config_from_router(embedding_model=embedding_model, llm_router=llm_router)
-        if router_config:
-            verbose_proxy_logger.debug("Resolved embedding config from router for model %s", embedding_model)
-            cache.set_cache(embedding_model, router_config)
-            return router_config
-
-    # Fall back to database
-    if prisma_client is not None:
-        db_config: Final = await _resolve_embedding_config_from_db(
-            embedding_model=embedding_model, prisma_client=prisma_client
-        )
-        if db_config:
-            verbose_proxy_logger.debug("Resolved embedding config from database for model %s", embedding_model)
-            cache.set_cache(embedding_model, db_config)
-            return db_config
-
-    verbose_proxy_logger.debug(
-        "Could not resolve embedding config for model %s from router or database", embedding_model
-    )
-    return None
-
-
 ########################################################
 # Helper Functions
 ########################################################
@@ -469,10 +215,9 @@ async def create_vector_store_in_db(
     # (``api_key``, ``api_base``, ``api_version``) into this row. That
     # exposed every env-stored embedding-model credential on the
     # ``/vector_store/{new,info,update,list}`` responses. Keep the user's
-    # raw ``litellm_embedding_model`` reference; resolution now happens in
-    # ``_update_request_data_with_litellm_managed_vector_store_registry``
-    # at request-handling time so the cleartext config exists only in
-    # per-request memory and never reaches the database.
+    # raw ``litellm_embedding_model`` reference; each search embeds the
+    # query through the router at request time, so the credentials stay
+    # on the deployment and never reach the database.
     if litellm_params:
         litellm_params_dict: Final = GenericLiteLLMParams(**litellm_params).model_dump(exclude_none=True)
         data_to_create["litellm_params"] = safe_dumps(litellm_params_dict)
@@ -648,11 +393,10 @@ async def list_vector_stores(
 
         # Filter vector stores based on access control
         accessible_vector_stores: Final = []
-        for vs in vector_store_map.values():
-            if await _check_vector_store_access(vs, user_api_key_dict):
-                redacted = LiteLLM_ManagedVectorStore(**vs)
-                redacted["litellm_params"] = _redact_sensitive_litellm_params(vs.get("litellm_params"))
-                accessible_vector_stores.append(redacted)
+        for vs in await filter_listable_vector_stores(vector_store_map.values(), user_api_key_dict):
+            redacted = LiteLLM_ManagedVectorStore(**vs)
+            redacted["litellm_params"] = _redact_sensitive_litellm_params(vs.get("litellm_params"))
+            accessible_vector_stores.append(redacted)
 
         total_count: Final = len(accessible_vector_stores)
         total_pages: Final = (total_count + page_size - 1) // page_size
@@ -862,11 +606,9 @@ async def update_vector_store(
 
         # Handle litellm_params if provided. As with the create path, the
         # embedding-config auto-resolve previously persisted cleartext
-        # credentials into the row; resolution now happens at request-
-        # handling time in
-        # ``_update_request_data_with_litellm_managed_vector_store_registry``
-        # so this row only ever stores the user-supplied
-        # ``litellm_embedding_model`` reference.
+        # credentials into the row; each search now embeds the query
+        # through the router at request time, so this row only ever stores
+        # the user-supplied ``litellm_embedding_model`` reference.
         if "litellm_params" in update_data:
             _input_litellm_params: Final[dict] = update_data.get("litellm_params", {}) or {}
             litellm_params_dict: Final = GenericLiteLLMParams(**_input_litellm_params).model_dump(exclude_none=True)
diff --git a/litellm/proxy/vector_store_endpoints/utils.py b/litellm/proxy/vector_store_endpoints/utils.py
index 93f1510bf22..6e94a5a88ac 100644
--- a/litellm/proxy/vector_store_endpoints/utils.py
+++ b/litellm/proxy/vector_store_endpoints/utils.py
@@ -1,11 +1,17 @@
 import json
 import re
+from collections.abc import Iterable
+from types import MappingProxyType
 from typing import Any, Final, Literal
 
 from fastapi import HTTPException, Request
 
 import litellm
 from litellm._logging import verbose_proxy_logger
+from litellm.proxy._experimental.mcp_server.ui_session_utils import (
+    is_ui_session_credential,
+    resolve_ui_session_team_ids,
+)
 from litellm.proxy._types import (
     LiteLLM_ObjectPermissionTable,
     LitellmUserRoles,
@@ -160,10 +166,16 @@ async def can_user_access_vector_store(
     if _is_proxy_admin(user_api_key_dict):
         return True
 
-    vector_store_team_id: Final = vector_store.get("team_id")
-    if vector_store_team_id is None:
+    if vector_store.get("team_id") is None:
         return True
 
+    return await _is_vector_store_granted(vector_store, user_api_key_dict)
+
+
+async def _is_vector_store_granted(
+    vector_store: LiteLLM_ManagedVectorStore,
+    user_api_key_dict: UserAPIKeyAuth,
+) -> bool:
     vector_store_id: Final = vector_store.get("vector_store_id") or ""
 
     key_object_permission = user_api_key_dict.object_permission
@@ -178,12 +190,70 @@ async def can_user_access_vector_store(
     if _object_permission_allows_vector_store(team_object_permission, vector_store_id):
         return True
 
-    if user_api_key_dict.team_id is not None and user_api_key_dict.team_id == vector_store_team_id:
-        return True
+    return user_api_key_dict.team_id is not None and user_api_key_dict.team_id == vector_store.get("team_id")
 
+
+async def _team_auth_context(team_id: str, user_api_key_dict: UserAPIKeyAuth) -> UserAPIKeyAuth:
+    from litellm.proxy.auth.auth_checks import get_team_object
+    from litellm.proxy.proxy_server import (
+        prisma_client,
+        proxy_logging_obj,
+        user_api_key_cache,
+    )
+
+    team: Final = await get_team_object(
+        team_id=team_id,
+        prisma_client=prisma_client,
+        user_api_key_cache=user_api_key_cache,
+        parent_otel_span=user_api_key_dict.parent_otel_span,
+        proxy_logging_obj=proxy_logging_obj,
+    )
+    return user_api_key_dict.model_copy(
+        update=MappingProxyType(
+            {
+                "team_id": team_id,
+                "team_object_permission": team.object_permission,
+                "team_object_permission_id": team.object_permission_id,
+            }
+        )
+    )
+
+
+async def _vector_store_listing_auth_contexts(
+    user_api_key_dict: UserAPIKeyAuth,
+) -> tuple[UserAPIKeyAuth, ...]:
+    if not is_ui_session_credential(user_api_key_dict):
+        return (user_api_key_dict,)
+    session_key_context: Final = user_api_key_dict.model_copy(
+        update=MappingProxyType({"team_id": None, "team_object_permission": None, "team_object_permission_id": None})
+    )
+    team_ids: Final = await resolve_ui_session_team_ids(user_api_key_dict)
+    team_contexts: Final = tuple([await _team_auth_context(team_id, user_api_key_dict) for team_id in team_ids])
+    return (session_key_context, *team_contexts)
+
+
+async def _is_vector_store_granted_to_any(
+    vector_store: LiteLLM_ManagedVectorStore,
+    auth_contexts: tuple[UserAPIKeyAuth, ...],
+) -> bool:
+    for auth_context in auth_contexts:
+        if await _is_vector_store_granted(vector_store, auth_context):
+            return True
     return False
 
 
+async def filter_listable_vector_stores(
+    vector_stores: Iterable[LiteLLM_ManagedVectorStore],
+    user_api_key_dict: UserAPIKeyAuth,
+) -> tuple[LiteLLM_ManagedVectorStore, ...]:
+    """Non-admins only see stores their key, one of their teams' object_permission, or team ownership grants."""
+    if _is_proxy_admin(user_api_key_dict):
+        return tuple(vector_stores)
+
+    auth_contexts: Final = await _vector_store_listing_auth_contexts(user_api_key_dict)
+    return tuple([vs for vs in vector_stores if await _is_vector_store_granted_to_any(vs, auth_contexts)])
+
+
 async def get_litellm_managed_vector_store(
     vector_store_id: str,
 ) -> LiteLLM_ManagedVectorStore | None:
diff --git a/litellm/rag/main.py b/litellm/rag/main.py
index 7bc1a6a52a3..94bfc305a6a 100644
--- a/litellm/rag/main.py
+++ b/litellm/rag/main.py
@@ -14,6 +14,7 @@ import contextvars
 from collections.abc import Coroutine, Iterator
 from contextlib import contextmanager
 from functools import partial
+from types import MappingProxyType
 from typing import TYPE_CHECKING, Any, Final
 
 import httpx
@@ -50,6 +51,21 @@ INGESTION_REGISTRY: Final[dict[str, type[BaseRAGIngestion]]] = {
     "vertex_ai": VertexAIRAGIngestion,
 }
 
+# Only these retrieval_config keys are forwarded to vector_stores.asearch as
+# provider-specific params. The explicit allowlist keeps caller-controlled
+# connection overrides (api_base, api_key, ...) away from the search call,
+# where they could redirect store credentials to an attacker-chosen host.
+_FORWARDABLE_RETRIEVAL_CONFIG_KEYS: Final = frozenset(
+    {
+        "aws_region_name",
+        "vector_bucket_name",
+        "embedding_model",
+        "litellm_embedding_model",
+        "litellm_embedding_config",
+        "litellm_credential_name",
+    }
+)
+
 
 def get_ingestion_class(provider: str) -> type[BaseRAGIngestion]:
     """
@@ -224,13 +240,20 @@ async def _execute_query_pipeline(
         raise ValueError("No query found in messages for RAG query")
 
     # 2. Search vector store
+    # Forward allowlisted provider retrieval_config extras (region, embedding
+    # model, bucket, credential refs) to the search call; kwargs win on conflict.
+    provider_search_params: Final = MappingProxyType(
+        {k: v for k, v in retrieval_config.items() if k in _FORWARDABLE_RETRIEVAL_CONFIG_KEYS}
+    )
+    forwarded_search_params: Final = MappingProxyType({**provider_search_params, **kwargs})
     with _suppressed_sub_call_billing():
         search_response: Final = await litellm.vector_stores.asearch(
             vector_store_id=retrieval_config["vector_store_id"],
             query=query_text,
             max_num_results=retrieval_config.get("top_k", 10),
             custom_llm_provider=retrieval_config.get("custom_llm_provider", "openai"),
-            **kwargs,
+            router=router,
+            **forwarded_search_params,
         )
 
     search_provider: Final = retrieval_config.get("custom_llm_provider", "openai")
diff --git a/litellm/realtime_api/main.py b/litellm/realtime_api/main.py
index d4b9f4e8cce..3862aec445f 100644
--- a/litellm/realtime_api/main.py
+++ b/litellm/realtime_api/main.py
@@ -8,6 +8,7 @@ from typing import Any, Final, Literal, cast
 
 import litellm
 from litellm.constants import (
+    AZURE_OPENAI_AUDIO_PROVIDERS,
     REALTIME_CREDENTIAL_RESOLUTION_TIMEOUT_SECONDS,
     REALTIME_WEBSOCKET_MAX_MESSAGE_SIZE_BYTES,
     request_timeout,
@@ -400,7 +401,7 @@ async def _arealtime(
             litellm_metadata=_build_litellm_metadata(kwargs),
             query_params=query_params,
         )
-    elif _custom_llm_provider == "azure":
+    elif _custom_llm_provider in AZURE_OPENAI_AUDIO_PROVIDERS:
         api_base = dynamic_api_base or litellm_params.api_base or litellm.api_base or get_secret_str("AZURE_API_BASE")
         # set API KEY
         api_key = dynamic_api_key or litellm.api_key or litellm.openai_key or get_secret_str("AZURE_API_KEY")
diff --git a/litellm/repositories/user_repository.py b/litellm/repositories/user_repository.py
index 9df1bceac9c..87eb45f262d 100644
--- a/litellm/repositories/user_repository.py
+++ b/litellm/repositories/user_repository.py
@@ -6,15 +6,34 @@ import json
 from collections.abc import Mapping
 from typing import TYPE_CHECKING, Final
 
-from litellm.models.user import LiteLLM_UserTable
+from pydantic import TypeAdapter
+
+from litellm.models.user import LiteLLM_UserTable, SCIMPlaceholder
 from litellm.repositories.base_repository import BaseRepository, DbRecord, record_to_dict
 from litellm.repositories.prisma_protocols import TableActions
 
 if TYPE_CHECKING:
+    from prisma import Prisma
     from prisma import models as prisma_models
 
 _JSON_ENCODED_COLUMNS: Final = frozenset({"metadata", "model_spend", "model_max_budget"})
 
+_SHADOWING_PLACEHOLDERS_SQL: Final = """
+SELECT p.user_id AS placeholder_user_id,
+       array_agg(r.user_id ORDER BY r.user_id) AS resolved_user_ids,
+       p.teams AS team_ids
+FROM "LiteLLM_UserTable" p
+JOIN "LiteLLM_UserTable" r
+  ON r.user_id <> p.user_id
+ AND (r.sso_user_id = p.user_id OR LOWER(r.user_email) = LOWER(p.user_id))
+WHERE p.sso_user_id IS NULL
+  AND NOT EXISTS (SELECT 1 FROM "LiteLLM_VerificationToken" k WHERE k.user_id = p.user_id)
+GROUP BY p.user_id, p.teams
+ORDER BY p.user_id
+"""
+
+_PLACEHOLDER_ROWS_ADAPTER: Final = TypeAdapter(tuple[SCIMPlaceholder, ...])
+
 
 class UserRepository(BaseRepository[LiteLLM_UserTable]):
     """Repository for user database operations."""
@@ -59,6 +78,11 @@ class UserRepository(BaseRepository[LiteLLM_UserTable]):
         """Find all users in a team."""
         return await self.find_many(where={"teams": {"has": team_id}})
 
+    async def find_shadowing_placeholders(self, tx: "Prisma") -> tuple[SCIMPlaceholder, ...]:
+        """Users with no SSO id and no virtual keys whose id is another user's SSO id or email."""
+        rows: Final = await tx.query_raw(_SHADOWING_PLACEHOLDERS_SQL)
+        return _PLACEHOLDER_ROWS_ADAPTER.validate_python(rows)
+
     async def count_billable_users(self) -> int:
         """Number of users that count toward the license seat limit.
 
diff --git a/litellm/rerank_api/main.py b/litellm/rerank_api/main.py
index c8f7842aebf..37ca989b8d3 100644
--- a/litellm/rerank_api/main.py
+++ b/litellm/rerank_api/main.py
@@ -6,6 +6,7 @@ from typing import Any, Final, Literal
 
 import litellm
 from litellm._logging import verbose_logger
+from litellm.litellm_core_utils.get_llm_provider_logic import declared_authenticating_provider
 from litellm.litellm_core_utils.litellm_logging import Logging as LiteLLMLoggingObj
 from litellm.llms.base_llm.rerank.transformation import BaseRerankConfig
 from litellm.llms.bedrock.rerank.handler import BedrockRerankHandler
@@ -43,10 +44,23 @@ async def arerank(
     """
     Async: Reranks a list of documents based on their relevance to the query
     """
+    _custom_llm_provider: str | None = (
+        None  # rebind-ok: set by the declared-provider guard or the get_llm_provider unpack; read in the except
+    )
     try:
         loop: Final = asyncio.get_event_loop()
         kwargs["arerank"] = True
 
+        declared_provider: Final = declared_authenticating_provider(model, custom_llm_provider)
+        if declared_provider is not None:
+            _custom_llm_provider = declared_provider  # rebind-ok: see pre-declaration above
+        else:
+            _, _custom_llm_provider, _, _ = litellm.get_llm_provider(  # rebind-ok: see pre-declaration above
+                model=model,
+                custom_llm_provider=custom_llm_provider,
+                api_base=kwargs.get("api_base", None),
+            )
+
         func: Final = partial(
             rerank,
             model,
@@ -70,7 +84,11 @@ async def arerank(
             response = init_response
         return response
     except Exception as e:
-        raise e
+        raise exception_type(
+            model=model,
+            custom_llm_provider=_custom_llm_provider or custom_llm_provider,
+            original_exception=e,
+        )
 
 
 @client
@@ -115,6 +133,7 @@ def rerank(
     model_info: Final = kwargs.get("model_info", None)
     user: Final = kwargs.get("user", None)
     client: Final = kwargs.get("client", None)
+    _custom_llm_provider: str | None = None  # rebind-ok: set by the get_llm_provider unpack; read in the except
     try:
         _is_async: Final = kwargs.pop("arerank", False) is True
         optional_params: Final = GenericLiteLLMParams(**kwargs)
@@ -127,7 +146,7 @@ def rerank(
 
         (
             model,
-            _custom_llm_provider,
+            _custom_llm_provider,  # rebind-ok: see pre-declaration above
             dynamic_api_key,
             dynamic_api_base,
         ) = litellm.get_llm_provider(
@@ -538,4 +557,8 @@ def rerank(
         return response
     except Exception as e:
         verbose_logger.error("Error in rerank: %s", e)
-        raise exception_type(model=model, custom_llm_provider=custom_llm_provider, original_exception=e)
+        raise exception_type(
+            model=model,
+            custom_llm_provider=_custom_llm_provider or custom_llm_provider,
+            original_exception=e,
+        )
diff --git a/litellm/responses/litellm_completion_transformation/streaming_iterator.py b/litellm/responses/litellm_completion_transformation/streaming_iterator.py
index db1c3acbefb..d7f8cd8f8bd 100644
--- a/litellm/responses/litellm_completion_transformation/streaming_iterator.py
+++ b/litellm/responses/litellm_completion_transformation/streaming_iterator.py
@@ -562,6 +562,12 @@ class LiteLLMCompletionStreamingIterator(ResponsesAPIStreamingIterator):
         hidden_params: Final = getattr(chunk, "_hidden_params", None)
         if hidden_params is not None:
             chunk_dict["_hidden_params"] = dict(hidden_params) if isinstance(hidden_params, dict) else hidden_params
+        if (
+            chunk_dict.get("usage") is None
+            and isinstance(hidden_params, dict)
+            and hidden_params.get("usage") is not None
+        ):
+            chunk_dict["usage"] = hidden_params["usage"]
         return chunk_dict
 
     def create_reasoning_summary_text_done_event(
@@ -1169,16 +1175,6 @@ class LiteLLMCompletionStreamingIterator(ResponsesAPIStreamingIterator):
 
     def _emit_response_completed_event(self, litellm_model_response: ModelResponse) -> ResponseCompletedEvent | None:
         if litellm_model_response:
-            # Add cost to usage object if include_cost_in_streaming_usage is True
-            if litellm.include_cost_in_streaming_usage and self.litellm_logging_obj is not None:
-                usage: Final[object] = getattr(litellm_model_response, "usage", None)
-                if usage is not None:
-                    setattr(
-                        usage,
-                        "cost",
-                        self.litellm_logging_obj._response_cost_calculator(result=litellm_model_response),
-                    )
-
             # Transform the response
             responses_api_response: Final = (
                 LiteLLMCompletionResponsesConfig.transform_chat_completion_response_to_responses_api_response(
diff --git a/litellm/responses/litellm_completion_transformation/transformation.py b/litellm/responses/litellm_completion_transformation/transformation.py
index 5f3e88bb12f..b2d1a69e0d8 100644
--- a/litellm/responses/litellm_completion_transformation/transformation.py
+++ b/litellm/responses/litellm_completion_transformation/transformation.py
@@ -6,6 +6,7 @@ import json
 import re
 import uuid
 from collections.abc import Iterable, Iterator, Mapping, Sequence
+from dataclasses import dataclass
 from types import MappingProxyType
 from typing import (
     TYPE_CHECKING,
@@ -102,6 +103,15 @@ from .custom_tools import (
 NamespaceNameMap: TypeAlias = Mapping[str, tuple[str, str]]
 NamespaceTool: TypeAlias = Mapping[str, object]
 ResponseTools: TypeAlias = Sequence[Mapping[str, object]] | None
+ChatToolParam: TypeAlias = ChatCompletionToolParam | OpenAIMcpServerTool
+NAMESPACE_DESCRIPTION_SEPARATOR: Final = "\n\n"
+
+
+@dataclass(frozen=True, slots=True)
+class ResponsesToolChatForm:
+    chat_tools: tuple[ChatToolParam, ...]
+    web_search_options: OpenAIWebSearchOptions | None
+
 
 if TYPE_CHECKING:
     from openai.types.responses.response_apply_patch_tool_call import (
@@ -1771,7 +1781,7 @@ class LiteLLMCompletionResponsesConfig:
         tool_name: Final = str(namespace_tool.get("name") or "")
         raw_description: Final = str(namespace_tool.get("description") or "")
         description: Final = (
-            f"{namespace_description}\n\n{raw_description}"
+            f"{namespace_description}{NAMESPACE_DESCRIPTION_SEPARATOR}{raw_description}"
             if nested and namespace_description and raw_description
             else namespace_description
             if nested and namespace_description
@@ -1837,9 +1847,78 @@ class LiteLLMCompletionResponsesConfig:
                 + ", ".join(sorted(conflicting_tool_names))
             )
 
+    @staticmethod
+    def _responses_tool_to_chat_form(tool: Mapping[str, object]) -> ResponsesToolChatForm:
+        tool_type: Final = tool.get("type")
+        if tool_type == "mcp":
+            return ResponsesToolChatForm(chat_tools=(cast(OpenAIMcpServerTool, tool),), web_search_options=None)
+        if tool_type == "web_search_preview" or tool_type == "web_search":
+            _search_context_size: Final[Literal["low", "medium", "high"]] = cast(
+                Literal["low", "medium", "high"], tool.get("search_context_size")
+            )
+            _user_location: Final[OpenAIWebSearchUserLocation | None] = cast(
+                OpenAIWebSearchUserLocation | None,
+                tool.get("user_location") or None,
+            )
+            return ResponsesToolChatForm(
+                chat_tools=(),
+                web_search_options=OpenAIWebSearchOptions(
+                    search_context_size=_search_context_size,
+                    user_location=_user_location,
+                ),
+            )
+        if tool_type == "function":
+            typed_tool: Final = cast(FunctionToolParam, tool)
+            raw_parameters: Final = typed_tool.get("parameters", {}) or {}
+            parameters: Final = (
+                {**raw_parameters}  # mutable-ok: json.dumps rejects MappingProxyType
+                if "type" in raw_parameters
+                else {**raw_parameters, "type": "object"}  # mutable-ok: json.dumps rejects MappingProxyType
+            )
+            chat_completion_tool: Final[dict[str, object]] = {
+                "type": "function",
+                "function": {
+                    "name": typed_tool.get("name") or "",
+                    "description": typed_tool.get("description") or "",
+                    "parameters": parameters,
+                    "strict": typed_tool.get("strict", False) or False,
+                },
+            }
+            if tool.get("cache_control"):
+                chat_completion_tool["cache_control"] = tool.get("cache_control")
+            if tool.get("defer_loading"):
+                chat_completion_tool["defer_loading"] = tool.get("defer_loading")
+            if tool.get("allowed_callers"):
+                chat_completion_tool["allowed_callers"] = tool.get("allowed_callers")
+            if tool.get("input_examples"):
+                chat_completion_tool["input_examples"] = tool.get("input_examples")
+            return ResponsesToolChatForm(
+                chat_tools=(cast(ChatCompletionToolParam, chat_completion_tool),), web_search_options=None
+            )
+        if tool_type == "namespace":
+            return ResponsesToolChatForm(
+                chat_tools=LiteLLMCompletionResponsesConfig._namespace_chat_tools(tool), web_search_options=None
+            )
+        if tool_type == "custom":
+            converted: Final = convert_custom_tool_to_function_tool(tool)
+            return ResponsesToolChatForm(chat_tools=() if converted is None else (converted,), web_search_options=None)
+        if tool_type in ("computer_use", "image_generation", "shell"):
+            verbose_logger.warning(
+                "Dropping Responses API tool of type '%s': it has no Chat Completions "
+                "equivalent and the target provider would reject the request.",
+                tool_type,
+            )
+            return ResponsesToolChatForm(chat_tools=(), web_search_options=None)
+        return ResponsesToolChatForm(chat_tools=(cast(ChatToolParam, tool),), web_search_options=None)
+
+    @staticmethod
+    def responses_tools_to_chat_forms(tools: ResponseTools) -> tuple[ResponsesToolChatForm, ...]:
+        LiteLLMCompletionResponsesConfig._validate_namespace_name_collisions(tools)
+        return tuple(LiteLLMCompletionResponsesConfig._responses_tool_to_chat_form(tool) for tool in tools or ())
+
     @staticmethod
     def transform_responses_api_tools_to_chat_completion_tools(
-        tools: list[FunctionToolParam | OpenAIMcpServerTool] | None,
+        tools: ResponseTools,
     ) -> tuple[
         list[ChatCompletionToolParam | OpenAIMcpServerTool],
         OpenAIWebSearchOptions | None,
@@ -1849,73 +1928,16 @@ class LiteLLMCompletionResponsesConfig:
         """
         if tools is None:
             return [], None
-        LiteLLMCompletionResponsesConfig._validate_namespace_name_collisions(tools)
-        chat_completion_tools: Final[list[ChatCompletionToolParam | OpenAIMcpServerTool]] = []
-        web_search_options: OpenAIWebSearchOptions | None = None
-        for tool in tools:
-            if tool.get("type") == "mcp":
-                chat_completion_tools.append(cast(OpenAIMcpServerTool, tool))
-            elif tool.get("type") == "web_search_preview" or tool.get("type") == "web_search":
-                _search_context_size: Literal["low", "medium", "high"] = cast(
-                    Literal["low", "medium", "high"], tool.get("search_context_size")
-                )
-                _user_location: OpenAIWebSearchUserLocation | None = cast(
-                    OpenAIWebSearchUserLocation | None,
-                    tool.get("user_location") or None,
-                )
-                web_search_options = OpenAIWebSearchOptions(
-                    search_context_size=_search_context_size,
-                    user_location=_user_location,
-                )
-            elif tool.get("type") == "function":
-                typed_tool = cast(FunctionToolParam, tool)
-                # Ensure parameters has "type": "object" as required by providers like Anthropic
-                parameters = dict(typed_tool.get("parameters", {}) or {})
-                if not parameters or "type" not in parameters:
-                    parameters["type"] = "object"
-                chat_completion_tool: dict[str, object] = {
-                    "type": "function",
-                    "function": {
-                        "name": typed_tool.get("name") or "",
-                        "description": typed_tool.get("description") or "",
-                        "parameters": parameters,
-                        "strict": typed_tool.get("strict", False) or False,
-                    },
-                }
-                if tool.get("cache_control"):
-                    chat_completion_tool["cache_control"] = tool.get("cache_control")
-                if tool.get("defer_loading"):
-                    chat_completion_tool["defer_loading"] = tool.get("defer_loading")
-                if tool.get("allowed_callers"):
-                    chat_completion_tool["allowed_callers"] = tool.get("allowed_callers")
-                if tool.get("input_examples"):
-                    chat_completion_tool["input_examples"] = tool.get("input_examples")
-                chat_completion_tools.append(cast(ChatCompletionToolParam, chat_completion_tool))
-            elif tool.get("type") == "namespace":
-                chat_completion_tools.extend(LiteLLMCompletionResponsesConfig._namespace_chat_tools(tool))
-            elif tool.get("type") == "custom":
-                converted = convert_custom_tool_to_function_tool(tool)
-                if converted is not None:
-                    chat_completion_tools.append(converted)
-            else:
-                _tool_type = tool.get("type")
-                if _tool_type in ("computer_use", "image_generation", "shell"):
-                    # Drop unsupported Responses-API-only tool types that have no
-                    # Chat Completions equivalent. Passing them through verbatim
-                    # causes providers to reject the request with "'function' is a
-                    # required property".
-                    verbose_logger.warning(
-                        "Dropping Responses API tool of type '%s': it has no Chat Completions "
-                        "equivalent and the target provider would reject the request.",
-                        _tool_type,
-                    )
-                    continue
-                chat_completion_tools.append(cast(ChatCompletionToolParam | OpenAIMcpServerTool, tool))
-        return chat_completion_tools, web_search_options
+        forms: Final = LiteLLMCompletionResponsesConfig.responses_tools_to_chat_forms(tools)
+        web_search_options: Final = next(
+            (form.web_search_options for form in reversed(forms) if form.web_search_options is not None),
+            None,
+        )
+        return [chat_tool for form in forms for chat_tool in form.chat_tools], web_search_options
 
     @staticmethod
     def transform_chat_completion_tool_params_to_responses_api_tools(
-        chat_completion_tools: list[ChatCompletionToolParam | OpenAIMcpServerTool] | None,
+        chat_completion_tools: Sequence[Mapping[str, object]] | None,
     ) -> list[dict[str, object]]:
         """
         Transform Chat Completion tool params (e.g. from guardrail output) back to
@@ -1926,9 +1948,6 @@ class LiteLLMCompletionResponsesConfig:
             return []
         result: Final[list[dict[str, object]]] = []
         for tool in chat_completion_tools:
-            if not isinstance(tool, dict):
-                result.append(tool)
-                continue
             if tool.get("type") == "function":
                 fn = cast(_ToolFunctionDefinition, tool.get("function") or {})
                 parameters = dict(fn.get("parameters", {}) or {})
diff --git a/litellm/responses/streaming_iterator.py b/litellm/responses/streaming_iterator.py
index de802b95086..f271655f5e3 100644
--- a/litellm/responses/streaming_iterator.py
+++ b/litellm/responses/streaming_iterator.py
@@ -17,6 +17,7 @@ from typing_extensions import TypeIs
 
 import litellm
 from litellm.constants import (
+    EMPTY_MAPPING,
     LITELLM_MAX_STREAMING_DURATION_SECONDS,
     STREAM_SSE_DONE_STRING,
 )
@@ -273,6 +274,9 @@ class BaseResponsesAPIStreamingIterator:
         self._hidden_params["additional_headers"] = process_response_headers(
             self.response.headers or {}
         )  # GUARANTEE OPENAI HEADERS IN RESPONSE
+        self._raw_response_headers: Mapping[str, str] = MappingProxyType(
+            dict(self.response.headers or {})  # mutable-ok: immediately frozen by MappingProxyType
+        )
 
     def _check_max_streaming_duration(self) -> None:
         """Raise litellm.Timeout if the stream has exceeded LITELLM_MAX_STREAMING_DURATION_SECONDS."""
@@ -407,23 +411,7 @@ class BaseResponsesAPIStreamingIterator:
                     openai_types.ResponsesAPIStreamEvents.RESPONSE_FAILED,
                 ):
                     self.completed_response = openai_responses_api_chunk
-                    # Add cost to usage object if include_cost_in_streaming_usage is True
-                    if litellm.include_cost_in_streaming_usage and self.logging_obj is not None:
-                        response_obj: Final[ResponsesAPIResponse | None] = getattr(
-                            openai_responses_api_chunk, "response", None
-                        )
-                        if response_obj:
-                            usage_obj: Final[ResponseAPIUsage | None] = getattr(response_obj, "usage", None)
-                            if usage_obj is not None:
-                                try:
-                                    cost: Final[float | None] = self.logging_obj._response_cost_calculator(
-                                        result=response_obj
-                                    )
-                                    if cost is not None:
-                                        setattr(usage_obj, "cost", cost)
-                                except Exception:
-                                    # Best-effort usage cost annotation should not break stream replay.
-                                    pass
+                    _stamp_responses_usage_cost(getattr(openai_responses_api_chunk, "response", None), self.logging_obj)
 
                     if _chunk_type == openai_types.ResponsesAPIStreamEvents.RESPONSE_FAILED:
                         self._handle_logging_failed_response()
@@ -462,6 +450,7 @@ class BaseResponsesAPIStreamingIterator:
             except Exception:
                 # Fallback to original if serialization fails
                 pass
+        self._restore_provider_response_headers(logging_response)
 
         end_time: Final = datetime.now()
         if is_async:
@@ -496,6 +485,41 @@ class BaseResponsesAPIStreamingIterator:
             )
         self._run_post_success_hooks(end_time=end_time)
 
+    def _restore_provider_response_headers(self, logging_response: object) -> None:
+        """Re-apply the provider's response headers to the copy handed to logging callbacks.
+
+        ``model_validate(model_dump())`` above drops pydantic private attributes, so the
+        ``_hidden_params`` the provider transform set on the nested response are lost. Returns early
+        when that copy fell back to the original event, so logging-only state never lands on the
+        object the caller is iterating.
+        """
+        if logging_response is self.completed_response:
+            return
+        target: Final[object] = getattr(logging_response, "response", None)
+        existing_hidden: Final[object] = getattr(target, "_hidden_params", None)
+        if not isinstance(existing_hidden, Mapping):
+            return
+        existing: Final[Mapping[str, object]] = existing_hidden
+        source_hidden: Final[object] = getattr(
+            getattr(self.completed_response, "response", None), "_hidden_params", None
+        )
+        source: Final[Mapping[str, object]] = source_hidden if isinstance(source_hidden, Mapping) else EMPTY_MAPPING
+        processed: Final[object] = source.get("additional_headers") or self._hidden_params.get("additional_headers")
+        raw: Final[object] = source.get("headers") or self._raw_response_headers
+        headers: Final[Mapping[str, object]] = processed if isinstance(processed, Mapping) else EMPTY_MAPPING
+        raw_headers: Final[Mapping[str, object]] = raw if isinstance(raw, Mapping) else EMPTY_MAPPING
+        # rebuild by value and let existing keys win: sharing the source dicts would alias what the proxy
+        # splats into the client's HTTP headers, and copying non-header keys would carry response_cost
+        setattr(  # noqa: B010  # target is typed object here, so a plain attribute store does not type check
+            target,
+            "_hidden_params",
+            {  # mutable-ok: the cost calculator writes optional_params into _hidden_params
+                "additional_headers": {**headers},  # mutable-ok: fresh copy, logging callbacks may mutate it
+                "headers": {**raw_headers},  # mutable-ok: fresh copy, logging callbacks may mutate it
+                **existing,
+            },
+        )
+
     def _handle_logging_completed_response(self):
         """Base implementation - should be overridden by subclasses"""
 
@@ -1023,7 +1047,7 @@ class MockResponsesAPIStreamingIterator(BaseResponsesAPIStreamingIterator):
         transformed: ResponsesAPIResponse,
         logging_obj: LiteLLMLoggingObj,
     ) -> None:
-        self._events: list[ResponsesAPIStreamingResponse] = _build_synthetic_response_events(
+        self._events: Sequence[ResponsesAPIStreamingResponse] = build_synthetic_response_events(
             transformed=transformed,
             logging_obj=logging_obj,
             chunk_size=self.CHUNK_SIZE,
@@ -1090,7 +1114,7 @@ class CachedResponsesAPIStreamingIterator(BaseResponsesAPIStreamingIterator):
         transformed: ResponsesAPIResponse,
         logging_obj: LiteLLMLoggingObj,
     ) -> None:
-        self._events = _build_synthetic_response_events(
+        self._events = build_synthetic_response_events(
             transformed=transformed,
             logging_obj=logging_obj,
             chunk_size=MockResponsesAPIStreamingIterator.CHUNK_SIZE,
@@ -1274,22 +1298,32 @@ def _add_text_like_part_events(
         )
 
 
-def _build_synthetic_response_events(
+def _stamp_responses_usage_cost(
+    response_obj: ResponsesAPIResponse | None, logging_obj: LiteLLMLoggingObj | None
+) -> None:
+    if response_obj is None or logging_obj is None:
+        return
+    usage_obj: Final[ResponseAPIUsage | None] = getattr(response_obj, "usage", None)
+    if usage_obj is None:
+        return
+    if isinstance(getattr(usage_obj, "cost", None), (int, float)):
+        return
+    try:
+        cost: Final[float | None] = logging_obj._response_cost_calculator(result=response_obj)
+    except Exception:
+        return
+    if isinstance(cost, (int, float)) and cost > 0:
+        setattr(usage_obj, "cost", cost)
+
+
+def build_synthetic_response_events(
     *,
     transformed: ResponsesAPIResponse,
-    logging_obj: LiteLLMLoggingObj,
+    logging_obj: LiteLLMLoggingObj | None,
     chunk_size: int,
 ) -> list[ResponsesAPIStreamingResponse]:
     openai_types: Final = _get_openai_response_types()
-    if litellm.include_cost_in_streaming_usage and logging_obj is not None:
-        usage_obj: Final = transformed.usage if hasattr(transformed, "usage") else None
-        if usage_obj is not None:
-            try:
-                cost: Final[float | None] = logging_obj._response_cost_calculator(result=transformed)
-                if cost is not None:
-                    setattr(usage_obj, "cost", cost)
-            except Exception:
-                pass
+    _stamp_responses_usage_cost(transformed, logging_obj)
 
     events: Final[list[ResponsesAPIStreamingResponse]] = [
         _build_response_status_event(openai_types.ResponsesAPIStreamEvents.RESPONSE_CREATED, transformed),
diff --git a/litellm/router.py b/litellm/router.py
index 471a1116f44..cfb080a24a0 100644
--- a/litellm/router.py
+++ b/litellm/router.py
@@ -22,7 +22,7 @@ import traceback
 import weakref
 from collections import defaultdict
 from collections.abc import AsyncGenerator, AsyncIterator, Callable, Generator, Mapping, Sequence
-from functools import lru_cache
+from functools import lru_cache, partial
 from types import MappingProxyType
 from typing import TYPE_CHECKING, Any, Final, Literal, Optional, TypeAlias, TypeVar, Union, cast
 
@@ -30,7 +30,7 @@ import anyio
 import httpx
 import openai
 from openai import AsyncOpenAI
-from pydantic import BaseModel
+from pydantic import BaseModel, TypeAdapter, ValidationError
 from typing_extensions import overload
 
 import litellm
@@ -50,6 +50,8 @@ from litellm.constants import (
     DEFAULT_HEALTH_CHECK_INTERVAL,
     DEFAULT_HEALTH_CHECK_STALENESS_MULTIPLIER,
     DEFAULT_MAX_LRU_CACHE_SIZE,
+    INTERNAL_CALL_ORIGIN_METADATA_KEY,
+    RUNTIME_UPDATABLE_ROUTER_SETTINGS,
     SESSION_DEPLOYMENT_AFFINITY_TTL_METADATA_KEY,
 )
 from litellm.integrations.custom_logger import CustomLogger
@@ -84,6 +86,10 @@ from litellm.litellm_core_utils.sensitive_data_masker import (
     mask_credentials_in_payload,
     mask_sensitive_structure,
 )
+from litellm.llms.base_llm.vector_store.transformation import (
+    RouterVectorStoreEmbeddingExecutor,
+    vector_store_request_metadata,
+)
 from litellm.llms.openai_like.json_loader import JSONProviderRegistry
 from litellm.router_strategy.budget_limiter import RouterBudgetLimiting
 from litellm.router_strategy.least_busy import LeastBusyLoggingHandler
@@ -143,7 +149,13 @@ from litellm.router_utils.cooldown_handlers import (
 from litellm.router_utils.fallback_event_handlers import (
     AttemptedFallbackTargets,
     _check_non_standard_fallback_format,
-    get_fallback_model_group,
+    clear_pre_routing_selection,
+    fallback_lookup_groups,
+    fallbacks_disabled_for_request,
+    get_fallback_model_group_for_lookup_groups,
+    get_pre_routing_selection,
+    record_disable_fallbacks,
+    record_pre_routing_selection,
     run_async_fallback,
 )
 from litellm.router_utils.get_retry_from_policy import (
@@ -220,6 +232,7 @@ from litellm.types.router import (
 )
 from litellm.types.services import ServiceTypes
 from litellm.types.utils import (
+    AUTOROUTER_CLASSIFIER_CALL_ORIGIN,
     PROMPT_QUOTING_ROUTING_DECISION_FIELDS,
     CustomPricingLiteLLMParams,
     GenericBudgetConfigType,
@@ -349,6 +362,15 @@ _PreRoutingStrategyT = TypeVar("_PreRoutingStrategyT")
 
 _ALIAS_PARAMS_NEVER_FORWARDED: Final = frozenset({"model", "api_base", "api_key", "api_version"})
 _ALIAS_MARKER_FORWARDED_PARAMS_KWARG: Final = "_alias_marker_forwarded_params"
+_CLAUDE_CODE_SESSION_ID_RE: Final = re.compile(r"^[a-zA-Z0-9_\-]{8,}$")
+_CLAUDE_CODE_SESSION_ROUTER_TTL_SECONDS: Final = 3600
+
+_RUNTIME_TOGGLEABLE_PRE_CALL_CHECKS: Final[Mapping[str, type[CustomLogger]]] = MappingProxyType(
+    {
+        "prompt_caching": PromptCachingDeploymentCheck,
+        "enforce_model_rate_limits": ModelRateLimitingCheck,
+    }
+)
 
 
 def _stream_chunks_have_generated_content(chunks: Sequence[ModelResponseStream]) -> bool:
@@ -371,6 +393,28 @@ def _stream_chunks_have_generated_content(chunks: Sequence[ModelResponseStream])
     return False
 
 
+_NO_SESSION_KWARGS: Final[Mapping[str, Mapping[str, object]]] = MappingProxyType({})
+_SESSION_ADAPTER: Final = TypeAdapter(Mapping[str, object])
+
+
+def _with_router_resolved_session_model(session: object, model_name: str) -> Mapping[str, Mapping[str, object]]:
+    """
+    Realtime client-secret requests carry the model inside ``session`` as well, and the caller's copy of it still
+    holds the pre-routing model group name, so it has to follow the deployment the router just picked.
+
+    Returns kwargs to merge into the downstream call, empty when there is no session model to resolve.
+    """
+    try:
+        typed_session: Final = _SESSION_ADAPTER.validate_python(session)
+    except ValidationError:
+        return _NO_SESSION_KWARGS
+    if "model" not in typed_session:
+        return _NO_SESSION_KWARGS
+    return MappingProxyType(
+        {"session": {**typed_session, "model": model_name}}  # mutable-ok: callees deepcopy and JSON-dump session
+    )
+
+
 # Router._aanthropic_messages_streaming_iterator buffers lifecycle chunks
 # until real content commits the primary stream; a hostile or slow-starting
 # upstream that never emits content or an error could otherwise grow that
@@ -776,6 +820,10 @@ class Router:
         self.cache = DualCache(
             redis_cache=redis_cache, in_memory_cache=InMemoryCache()
         )  # use a dual cache (Redis+In-Memory) for tracking cooldowns, usage, etc.
+        self._claude_code_session_router_cache: DualCache = DualCache(
+            redis_cache=redis_cache,
+            in_memory_cache=InMemoryCache(),
+        )
 
         ### SCHEDULER ###
         self.scheduler = Scheduler(polling_interval=polling_interval, redis_cache=redis_cache)
@@ -821,6 +869,7 @@ class Router:
         self._zero_cost_cache: dict[str, bool] = {}
         self._routing_group_rows: tuple[DeploymentTypedDict, ...] | None = None
         self._init_routing_groups(None)
+        self._provider_unresolved_deployments: tuple[Callable[[], Deployment | None], ...] = ()
 
         self.deployment_affinity_ttl_seconds = deployment_affinity_ttl_seconds
         self.model_group_affinity_config = model_group_affinity_config
@@ -1096,8 +1145,8 @@ class Router:
         ```
         and caching to just work.
         """
-        if self.cache.redis_cache is None:
-            self.cache.redis_cache = cache
+        self.cache.attach_redis_cache(cache)
+        self._claude_code_session_router_cache.attach_redis_cache(cache)
 
     # Maps a routing strategy string to the attribute on `self` that holds
     # the default group's strategy selector for that strategy. (The selectors
@@ -2067,11 +2116,39 @@ class Router:
             if _callback is None:
                 continue
 
+            if self.optional_callbacks is not None and any(
+                isinstance(callback, type(_callback)) for callback in self.optional_callbacks
+            ):
+                continue
             if self.optional_callbacks is None:
                 self.optional_callbacks = []
             self.optional_callbacks.append(_callback)
             litellm.logging_callback_manager.add_litellm_callback(_callback)
 
+    def set_optional_pre_call_checks(self, optional_pre_call_checks: OptionalPreCallChecks | None) -> None:
+        if optional_pre_call_checks is None:
+            return
+        requested: Final = frozenset(optional_pre_call_checks)
+        for name, callback_cls in _RUNTIME_TOGGLEABLE_PRE_CALL_CHECKS.items():
+            if name not in requested:
+                self._remove_optional_callbacks_of_type(callback_cls)
+        self.add_optional_pre_call_checks(optional_pre_call_checks)
+
+    def _remove_optional_callbacks_of_type(self, callback_cls: type[CustomLogger]) -> None:
+        if self.optional_callbacks is None or not any(type(cb) is callback_cls for cb in self.optional_callbacks):
+            return
+        self.optional_callbacks = [cb for cb in self.optional_callbacks if type(cb) is not callback_cls]
+        if any(
+            router is not self and any(type(cb) is callback_cls for cb in (router.optional_callbacks or []))
+            for router in tuple(_live_routers)
+        ):
+            return
+        for cb in tuple(litellm.callbacks):
+            if type(cb) is callback_cls:
+                litellm.logging_callback_manager.remove_callback_from_list_by_object(
+                    litellm.callbacks, cb, require_self=False
+                )
+
     def print_deployment(self, deployment: dict):
         """
         returns a copy of the deployment with the api key masked
@@ -2093,6 +2170,76 @@ class Router:
             verbose_router_logger.debug("Error occurred while printing deployment - %s", e)
             raise e
 
+    @staticmethod
+    def _deployment_params_with_request_reasoning_override(
+        deployment_params: Mapping[str, object], request_kwargs: Mapping[str, object]
+    ) -> dict[str, object]:  # mutable-ok: litellm's request pipeline consumes a mutable kwargs mapping
+        """Return deployment params whose equivalent effort controls cannot outrank a request override.
+
+        Providers expose the same setting through several native carriers. A request-level
+        ``reasoning_effort`` is the portable override, so a deployment's ``thinking`` or nested
+        ``*.effort`` must not remain beside it and either win or trigger a conflicting-params 400.
+        Every changed mapping is copied so the Router's shared deployment config stays immutable.
+        """
+        sanitized: Final = dict(deployment_params)  # mutable-ok: request-local copy protects shared Router state
+        if request_kwargs.get("reasoning_effort") is None:
+            return sanitized
+
+        sanitized.pop("thinking", None)
+        Router._pop_effort_from_nested_carrier(sanitized, "output_config")
+        Router._pop_effort_from_nested_carrier(sanitized, "reasoning")
+
+        extra_body: Final = sanitized.get("extra_body")
+        if isinstance(extra_body, Mapping):
+            sanitized_extra_body: Final = dict(extra_body)  # mutable-ok: request-local nested copy
+            sanitized_extra_body.pop("reasoning_effort", None)
+            sanitized_extra_body.pop("thinking", None)
+            Router._pop_effort_from_nested_carrier(sanitized_extra_body, "output_config")
+            Router._pop_effort_from_nested_carrier(sanitized_extra_body, "reasoning")
+            if sanitized_extra_body:
+                sanitized["extra_body"] = sanitized_extra_body
+            else:
+                sanitized.pop("extra_body", None)
+        return sanitized
+
+    @staticmethod
+    def _is_classifier_internal_call(kwargs: Mapping[str, object]) -> bool:
+        metadata: Final = kwargs.get("metadata")
+        litellm_metadata: Final = kwargs.get("litellm_metadata")
+        return any(
+            isinstance(candidate, Mapping)
+            and candidate.get(INTERNAL_CALL_ORIGIN_METADATA_KEY) == AUTOROUTER_CLASSIFIER_CALL_ORIGIN
+            for candidate in (metadata, litellm_metadata)
+        )
+
+    def _drop_unsupported_classifier_reasoning_effort(
+        self,
+        deployment: DeploymentTypedDict,
+        model: str,
+        kwargs: dict[str, object],  # mutable-ok: fallback must update the active request and its log body together
+    ) -> None:
+        """Let a classifier fallback without reasoning support remain a usable fallback.
+
+        The dashboard only offers explicitly advertised levels, but an existing config can outlive
+        a model change and fallbacks can target a different group. Unknown capability fails open;
+        only a provider that explicitly rejects the parameter has it removed.
+        """
+        if kwargs.get("reasoning_effort") is None or not self._is_classifier_internal_call(kwargs):
+            return
+        if self._deployment_accepts_param(deployment, model, "reasoning_effort"):
+            return
+        verbose_router_logger.warning(
+            "litellm.router.py: dropping classifier reasoning_effort for model=%s because the selected deployment does not support it",
+            model,
+        )
+        kwargs.pop("reasoning_effort", None)
+        proxy_server_request: Final = kwargs.get("proxy_server_request")
+        if not isinstance(proxy_server_request, dict):
+            return
+        body: Final = proxy_server_request.get("body")
+        if isinstance(body, dict):
+            body.pop("reasoning_effort", None)
+
     ### COMPLETION, EMBEDDING, IMG GENERATION FUNCTIONS
 
     def completion(self, model: str, messages: list[dict[str, str]], **kwargs) -> ModelResponse | CustomStreamWrapper:
@@ -2128,9 +2275,16 @@ class Router:
                 specific_deployment=kwargs.pop("specific_deployment", None),
                 request_kwargs=kwargs,
             )
+            self._drop_unsupported_classifier_reasoning_effort(
+                deployment=cast(DeploymentTypedDict, deployment),  # cast-ok: selection returns a router deployment
+                model=model,
+                kwargs=kwargs,
+            )
             # Check for silent model experiment
             # Make a local copy of litellm_params to avoid mutating the Router's state
-            litellm_params: Final = deployment["litellm_params"].copy()
+            litellm_params: Final = self._deployment_params_with_request_reasoning_override(
+                deployment["litellm_params"], kwargs
+            )
             silent_model: Final = litellm_params.pop("silent_model", None)
 
             if silent_model is not None:
@@ -2319,7 +2473,7 @@ class Router:
     @overload
     async def acompletion(
         self, model: str, messages: list[AllMessageValues], stream: Literal[True, False] = False, **kwargs
-    ) -> CustomStreamWrapper | ModelResponse: 
+    ) -> CustomStreamWrapper | ModelResponse:
         ...
 
     # fmt: on
@@ -3141,6 +3295,11 @@ class Router:
                 specific_deployment=kwargs.pop("specific_deployment", None),
                 request_kwargs=kwargs,
             )
+            self._drop_unsupported_classifier_reasoning_effort(
+                deployment=cast(DeploymentTypedDict, deployment),  # cast-ok: selection returns a router deployment
+                model=model,
+                kwargs=kwargs,
+            )
 
             _timeout_debug_deployment_dict = deployment
             end_time: Final = time.time()
@@ -3162,7 +3321,9 @@ class Router:
 
             # Check for silent model experiment
             # Make a local copy of litellm_params to avoid mutating the Router's state
-            litellm_params: Final = deployment["litellm_params"].copy()
+            litellm_params: Final = self._deployment_params_with_request_reasoning_override(
+                deployment["litellm_params"], kwargs
+            )
             silent_model: Final = litellm_params.pop("silent_model", None)
 
             if silent_model is not None:
@@ -4002,6 +4163,7 @@ class Router:
             prompt_variables=prompt_variables,
             prompt_label=prompt_label,
             request_kwargs=kwargs,
+            injected_for_every_deployment=True,
         )
 
         # Filter out prompt management specific parameters from data before merging
@@ -4889,6 +5051,7 @@ class Router:
                 "caching": self.cache_responses,
                 **kwargs,
                 "model": model_name,
+                **_with_router_resolved_session_model(kwargs.get("session"), model_name),
             }
             # Only set custom_llm_provider if it's not None
             if custom_llm_provider is not None:
@@ -4918,6 +5081,19 @@ class Router:
                 )
                 response = await response
 
+            if self._should_raise_anthropic_refusal_error(
+                model=model,
+                original_generic_function=original_generic_function,
+                response=response,
+                kwargs=kwargs,
+            ):
+                from litellm.llms.anthropic.experimental_pass_through.messages.utils import (
+                    safeguard_refusal_error,
+                )
+
+                refusal_details: Final = cast(dict, response["stop_details"])  # cast-ok: gate verified the shape
+                raise safeguard_refusal_error(model=model, stop_details=refusal_details)
+
             self.success_calls[model_name] += 1
             verbose_router_logger.info("ageneric_api_call_with_fallbacks(model=%s)\x1b[32m 200 OK\x1b[0m", model_name)
 
@@ -4964,6 +5140,11 @@ class Router:
         # fallback to the original reference for any non-picklable value.
         # The original_generic_function is preserved so the per-attempt
         # helper knows which underlying API to call on fallback.
+        # The pre-routing hook stamps its tier selection into this bucket during the primary
+        # attempt; seeding it before the snapshot gives both the live kwargs and the copy a
+        # bucket, so the post-call carry-over below always has somewhere to read and write.
+        kwargs.setdefault("litellm_metadata", {})  # mutable-ok: shared bucket  # rebind-ok: stamp must be readable here
+
         fallback_kwargs: Final[dict[str, object]] = kwargs.copy()
         if isinstance(fallback_kwargs.get("litellm_metadata"), dict):
             fallback_kwargs["litellm_metadata"] = safe_deep_copy(fallback_kwargs["litellm_metadata"])
@@ -4973,6 +5154,14 @@ class Router:
 
         response: Final = await self._ageneric_api_call_with_fallbacks(original_function=original_function, **kwargs)
 
+        # The snapshot predates the pre-routing hook, so the tier it stamped into the live kwargs
+        # is carried over write-or-clear: a stale or caller-supplied selection left in the copy
+        # would key the mid-stream fallback lookup off a tier this attempt never routed to.
+        clear_pre_routing_selection(fallback_kwargs)
+        live_pre_routing_selection: Final = get_pre_routing_selection(kwargs)
+        if live_pre_routing_selection is not None:
+            record_pre_routing_selection(fallback_kwargs, live_pre_routing_selection)
+
         if kwargs.get("stream") and isinstance(response, BaseResponsesAPIStreamingIterator):
             return await self._aresponses_streaming_iterator(
                 response=response,
@@ -5030,6 +5219,10 @@ class Router:
         from litellm.llms.anthropic.experimental_pass_through.messages.streaming_iterator import (
             aclose_if_supported,
             parse_anthropic_error_event,
+            parse_anthropic_refusal_stop_details,
+        )
+        from litellm.llms.anthropic.experimental_pass_through.messages.utils import (
+            safeguard_refusal_error,
         )
 
         source_iterator: Final = response
@@ -5068,13 +5261,35 @@ class Router:
                         continue
                     if _anthropic_stream_commits_now(chunk, has_generated_content, len(buffered_lifecycle_chunks)):
                         has_generated_content = True  # rebind-ok: real content seen, or the buffer cap was hit
-                    error_event = parse_anthropic_error_event(chunk)
+                    # A transport can split one SSE data line across byte chunks, so pre-content
+                    # detection parses the accumulated buffer plus the current chunk, never the
+                    # chunk alone; the buffer is already capped, which bounds this window too.
+                    parse_window = (  # rebind-ok: freshly computed each iteration, never carried over
+                        b"".join(c for c in (*buffered_lifecycle_chunks, chunk) if isinstance(c, (bytes, bytearray)))  # pyright: ignore[reportUnnecessaryIsInstance]  # bridge-path chunks are not always bytes at runtime
+                        if not has_generated_content and isinstance(chunk, (bytes, bytearray))  # pyright: ignore[reportUnnecessaryIsInstance]  # bridge-path chunks are not always bytes at runtime
+                        else chunk
+                    )
+                    error_event = parse_anthropic_error_event(parse_window)
                     retriable_pending_error = (  # rebind-ok: freshly computed each iteration, never carried over
                         not has_generated_content
                         and error_event is not None
                         and _is_retriable_anthropic_status(error_event[2])
                         and not _anthropic_stream_error_is_gateway_verdict(chunk)
                     )
+                    refusal_stop_details = (  # rebind-ok: freshly computed each iteration, never carried over
+                        parse_anthropic_refusal_stop_details(parse_window)
+                        if not has_generated_content and error_event is None
+                        else None
+                    )
+                    if refusal_stop_details is not None and self._refusal_fallback_available(model, initial_kwargs):
+                        refusal_error = safeguard_refusal_error(model=model, stop_details=refusal_stop_details)
+                        raise MidStreamFallbackError(
+                            message=refusal_error.message,
+                            model=model,
+                            llm_provider="anthropic",
+                            original_exception=refusal_error,
+                            is_pre_first_chunk=True,
+                        )
                     if not has_generated_content and not retriable_pending_error and error_event is None:
                         buffered_lifecycle_chunks = (*buffered_lifecycle_chunks, chunk)
                         continue
@@ -5186,8 +5401,13 @@ class Router:
                 kwargs=initial_kwargs,
                 metadata_variable_name="litellm_metadata",
             )
+            # The content-policy dispatch branch matches on the trigger's own type, so a refusal's
+            # MidStreamFallbackError envelope is unwrapped here or the wrong fallback list is consulted.
+            fallback_trigger: Final[Exception] = (
+                e.original_exception if isinstance(e.original_exception, litellm.ContentPolicyViolationError) else e
+            )
             fallback_response = await self.async_function_with_fallbacks_common_utils(  # rebind-ok: set on success
-                e=e,
+                e=fallback_trigger,
                 disable_fallbacks=False,
                 fallbacks=fallbacks,
                 context_window_fallbacks=context_window_fallbacks,
@@ -5243,6 +5463,11 @@ class Router:
         # share, leaking primary-deployment metadata into the mid-stream
         # fallback request. safe_deep_copy avoids deep-copying the full
         # kwargs (which can hold non-deepcopyable logging handles/clients).
+        # The pre-routing hook stamps its tier selection into this bucket during the primary
+        # attempt; seeding it before the snapshot gives both the live kwargs and the copy a
+        # bucket, so the post-call carry-over below always has somewhere to read and write.
+        kwargs.setdefault("litellm_metadata", {})  # mutable-ok: shared bucket  # rebind-ok: stamp must be readable here
+
         fallback_kwargs: Final[dict[str, object]] = kwargs.copy()  # mutable-ok: mutated below before re-entry
         if isinstance(fallback_kwargs.get("litellm_metadata"), dict):
             fallback_kwargs["litellm_metadata"] = safe_deep_copy(fallback_kwargs["litellm_metadata"])
@@ -5252,6 +5477,14 @@ class Router:
 
         response: Final = await self._ageneric_api_call_with_fallbacks(original_function=original_function, **kwargs)
 
+        # The snapshot predates the pre-routing hook, so the tier it stamped into the live kwargs
+        # is carried over write-or-clear: a stale or caller-supplied selection left in the copy
+        # would key the mid-stream fallback lookup off a tier this attempt never routed to.
+        clear_pre_routing_selection(fallback_kwargs)
+        live_pre_routing_selection: Final = get_pre_routing_selection(kwargs)
+        if live_pre_routing_selection is not None:
+            record_pre_routing_selection(fallback_kwargs, live_pre_routing_selection)
+
         if kwargs.get("stream") and hasattr(response, "__aiter__"):
             return await self._aanthropic_messages_streaming_iterator(
                 response=cast("AsyncIterator[bytes]", response),  # cast-ok: stream=True always returns a byte iterator
@@ -6299,8 +6532,6 @@ class Router:
             "responses",
             "generate_content",
             "generate_content_stream",
-            "vector_store_search",
-            "vector_store_create",
             "ocr",
             "search",
             "video_generation",
@@ -6324,6 +6555,8 @@ class Router:
             return sync_wrapper
 
         if call_type in (
+            "vector_store_search",
+            "vector_store_create",
             "vector_store_retrieve",
             "vector_store_list",
             "vector_store_update",
@@ -6335,11 +6568,29 @@ class Router:
                 client: object | None = None,
                 **kwargs,
             ):
-                if custom_llm_provider and "custom_llm_provider" not in kwargs:
-                    kwargs["custom_llm_provider"] = custom_llm_provider
-                if kwargs.get("model"):
-                    return self._generic_api_call_with_fallbacks(original_function=original_function, **kwargs)
-                return original_function(**kwargs)
+                provider_kwargs: Final = (
+                    MappingProxyType({**kwargs, "custom_llm_provider": custom_llm_provider})
+                    if custom_llm_provider and "custom_llm_provider" not in kwargs
+                    else MappingProxyType(kwargs)
+                )
+                search_kwargs: Final = (
+                    MappingProxyType(
+                        {
+                            **provider_kwargs,
+                            "_direct_vector_store_embedding_executor": RouterVectorStoreEmbeddingExecutor(
+                                router=self,
+                                metadata=self._vector_store_request_metadata(kwargs),
+                            ),
+                        }
+                    )
+                    if call_type == "vector_store_search"
+                    else provider_kwargs
+                )
+                if search_kwargs.get("model"):
+                    return self._generic_api_call_with_fallbacks(original_function=original_function, **search_kwargs)
+                if call_type == "vector_store_search":
+                    return original_function(**MappingProxyType({**search_kwargs, "router": self}))
+                return original_function(**search_kwargs)
 
             return vector_store_sync_wrapper
 
@@ -6512,10 +6763,22 @@ class Router:
                 "avector_store_update",
                 "avector_store_delete",
             ):
+                vector_store_kwargs: Final = (
+                    {  # mutable-ok: the async routed request requires dynamic keyword arguments
+                        **kwargs,
+                        "_direct_vector_store_embedding_executor": RouterVectorStoreEmbeddingExecutor(
+                            router=self,
+                            metadata=self._vector_store_request_metadata(kwargs),
+                        ),
+                    }
+                    if call_type == "avector_store_search"
+                    else kwargs
+                )
                 return await self._init_vector_store_api_endpoints(
                     original_function=original_function,
                     custom_llm_provider=custom_llm_provider,
-                    **kwargs,
+                    call_type=call_type,
+                    **vector_store_kwargs,
                 )
             elif call_type in ("afile_delete", "afile_content"):
                 return await self._ageneric_api_call_with_fallbacks(
@@ -6551,10 +6814,15 @@ class Router:
 
         return async_wrapper
 
+    @staticmethod
+    def _vector_store_request_metadata(kwargs: Mapping[str, object]) -> Mapping[str, object]:
+        return vector_store_request_metadata(kwargs)
+
     async def _init_vector_store_api_endpoints(
         self,
         original_function: Callable,
         custom_llm_provider: str | None = None,
+        call_type: str | None = None,
         **kwargs,
     ):
         """
@@ -6573,6 +6841,13 @@ class Router:
                 **kwargs,
             )
 
+        # For search, pass the router so provider transforms can resolve
+        # router-managed embedding models (e.g. S3 Vectors query embeddings).
+        # The merge also overrides any client-supplied `router` key.
+        if call_type == "avector_store_search":
+            search_kwargs: Final = MappingProxyType({**kwargs, "router": self})
+            return await original_function(**search_kwargs)
+
         # Otherwise, call the original function directly
         return await original_function(**kwargs)
 
@@ -6589,7 +6864,10 @@ class Router:
         metadata. When present, decode the ID, replace ``container_id`` with the
         upstream value, and route through ``_ageneric_api_call_with_fallbacks`` so
         deployment credentials (e.g. regional ``api_base`` for Azure) match
-        :meth:`_init_responses_api_endpoints`. Otherwise call the handler directly.
+        :meth:`_init_responses_api_endpoints`. Create/list calls carry no container ID, so
+        they route through the deployment named by ``model`` when the caller passes one,
+        falling back to the direct call when no deployment matches. Otherwise call the
+        handler directly with global provider credentials.
         """
         if custom_llm_provider and "custom_llm_provider" not in kwargs:
             kwargs["custom_llm_provider"] = custom_llm_provider
@@ -6621,6 +6899,14 @@ class Router:
                     **kwargs,
                 )
 
+        requested_model: Final = kwargs.get("model")
+        if isinstance(requested_model, str) and requested_model.strip():
+            return await self._ageneric_api_call_with_fallbacks(
+                original_function=original_function,
+                passthrough_on_no_deployment=True,
+                **kwargs,
+            )
+
         return await original_function(**kwargs)
 
     async def _init_responses_api_endpoints(
@@ -6807,6 +7093,9 @@ class Router:
         original_exception: Final = e
         fallback_model_group = None
         original_model_group: Final[str | None] = kwargs.get("model")
+        # A pre-routing hook (complexity / auto / adaptive / quality routers) picks a tier
+        # behind the router name, and fallbacks are configured per tier, not per router.
+        lookup_groups: Final[tuple[str, ...]] = fallback_lookup_groups(kwargs, model_group)
         fallback_failure_exception_str = ""
 
         if disable_fallbacks is True or original_model_group is None:
@@ -6851,15 +7140,15 @@ class Router:
             ]
             # Get external fallbacks — handle both standard and non-standard formats
             external_fallback_group: list | None = None
-            if fallbacks is not None and model_group is not None:
+            if fallbacks is not None and lookup_groups:
                 if _check_non_standard_fallback_format(fallbacks=fallbacks):
                     # Non-standard formats (e.g. ["claude-3-haiku"] or
                     # [{"model": "...", "messages": [...]}]) are passed through directly
                     external_fallback_group = fallbacks
                 else:
-                    external_fallback_group, generic_idx = get_fallback_model_group(
+                    external_fallback_group, generic_idx = get_fallback_model_group_for_lookup_groups(
                         fallbacks=fallbacks,
-                        model_group=cast(str, model_group),
+                        lookup_groups=lookup_groups,
                     )
                     if external_fallback_group is None and generic_idx is not None:
                         external_fallback_group = fallbacks[generic_idx]["*"]
@@ -6917,9 +7206,9 @@ class Router:
             if isinstance(e, litellm.ContextWindowExceededError):
                 if context_window_fallbacks is not None:
                     context_window_fallback_model_group: Final[list[str] | None] = (
-                        self._get_fallback_model_group_from_fallbacks(
+                        self._get_fallback_model_group_for_lookup_groups(
                             fallbacks=context_window_fallbacks,
-                            model_group=model_group,
+                            lookup_groups=lookup_groups,
                         )
                     )
                     if context_window_fallback_model_group is None:
@@ -6950,9 +7239,9 @@ class Router:
             elif isinstance(e, litellm.ContentPolicyViolationError):
                 if content_policy_fallbacks is not None:
                     content_policy_fallback_model_group: Final[list[str] | None] = (
-                        self._get_fallback_model_group_from_fallbacks(
+                        self._get_fallback_model_group_for_lookup_groups(
                             fallbacks=content_policy_fallbacks,
-                            model_group=model_group,
+                            lookup_groups=lookup_groups,
                         )
                     )
                     if content_policy_fallback_model_group is None:
@@ -6979,14 +7268,14 @@ class Router:
 
                     if litellm.expose_router_debug_in_errors:
                         e.message += f"\n{error_message}"
-            if fallbacks is not None and model_group is not None:
+            if fallbacks is not None and lookup_groups:
                 verbose_router_logger.debug("inside model fallbacks: %s", mask_sensitive_structure(fallbacks))
                 (
                     fallback_model_group,
                     generic_fallback_idx,
-                ) = get_fallback_model_group(
+                ) = get_fallback_model_group_for_lookup_groups(
                     fallbacks=fallbacks,  # if fallbacks = [{"gpt-3.5-turbo": ["claude-3-haiku"]}]
-                    model_group=cast(str, model_group),
+                    lookup_groups=lookup_groups,
                 )
                 ## if none, check for generic fallback
                 if fallback_model_group is None and generic_fallback_idx is not None:
@@ -6995,12 +7284,12 @@ class Router:
                 if fallback_model_group is None:
                     masked_fallbacks: Final = mask_sensitive_structure(fallbacks)
                     verbose_router_logger.info(
-                        "No fallback model group found for original model_group=%s. Fallbacks=%s",
-                        model_group,
+                        "No fallback model group found for lookup_groups=%s. Fallbacks=%s",
+                        " -> ".join(lookup_groups),
                         masked_fallbacks,
                     )
                     if hasattr(original_exception, "message") and litellm.expose_router_debug_in_errors:
-                        original_exception.message += f"No fallback model group found for original model_group={model_group}. Fallbacks={masked_fallbacks}"
+                        original_exception.message += f"No fallback model group found for lookup_groups={' -> '.join(lookup_groups)}. Fallbacks={masked_fallbacks}"
                     raise original_exception
 
                 input_kwargs.update(
@@ -7046,6 +7335,7 @@ class Router:
         If it fails after num_retries, fall back to another model group
         """
         model_group: Final[str | None] = kwargs.get("model")
+        clear_pre_routing_selection(kwargs)  # pyright: ignore[reportUnknownArgumentType]  # **kwargs is untyped at this boundary
         if not isinstance(kwargs.get("attempted_targets"), AttemptedFallbackTargets):
             _fallback_metadata_key: Final = _get_router_metadata_variable_name(
                 function_name=getattr(kwargs.get("original_function"), "__name__", None)
@@ -7064,6 +7354,7 @@ class Router:
                     _fallback_metadata["original_model_group"] = model_group
         include_fallback_errors: Final = kwargs.get("include_fallback_errors", False) is True
         disable_fallbacks: Final[bool | None] = kwargs.pop("disable_fallbacks", False)
+        record_disable_fallbacks(kwargs, disable_fallbacks is True)
         fallbacks: Final[list | None] = kwargs.get("fallbacks", self.fallbacks)
         context_window_fallbacks: list | None = kwargs.get("context_window_fallbacks", self.context_window_fallbacks)
         content_policy_fallbacks: list | None = kwargs.get("content_policy_fallbacks", self.content_policy_fallbacks)
@@ -7471,6 +7762,24 @@ class Router:
                 break
         return fallback_model_group
 
+    def _get_fallback_model_group_for_lookup_groups(
+        self,
+        fallbacks: list[dict[str, list[str]]],  # mutable-ok: mirrors the sibling resolver's contract
+        lookup_groups: tuple[str, ...],
+    ) -> list[str] | None:  # mutable-ok: mirrors the sibling resolver's contract
+        """First lookup group whose exact-key chain resolves (tier first, then requested group)."""
+        return next(
+            (
+                resolved
+                for resolved in (
+                    self._get_fallback_model_group_from_fallbacks(fallbacks=fallbacks, model_group=group)
+                    for group in lookup_groups
+                )
+                if resolved is not None
+            ),
+            None,
+        )
+
     def _get_first_default_fallback(self) -> str | None:
         """
         Returns the first model from the default_fallbacks list, if it exists.
@@ -7886,6 +8195,54 @@ class Router:
                     return True
         return False
 
+    def _has_content_policy_fallback(self, model_group: str, kwargs: Mapping[str, Any]) -> bool:
+        """
+        Whether a content-policy fallback would resolve for this request, keyed the same way
+        async_function_with_fallbacks_common_utils resolves it: the tier a pre-routing hook
+        selected wins over the requested group. Raising without this returning True would turn
+        a deliverable response into an error the fallback chain cannot recover from.
+        """
+        content_policy_fallbacks: Final = kwargs.get("content_policy_fallbacks", self.content_policy_fallbacks)
+        if content_policy_fallbacks is not None:
+            return (
+                self._get_fallback_model_group_for_lookup_groups(
+                    fallbacks=content_policy_fallbacks,
+                    lookup_groups=fallback_lookup_groups(kwargs, model_group),
+                )
+                is not None
+            )
+        if self._has_default_fallbacks():
+            return True
+        verbose_router_logger.debug(
+            "No content-policy fallback available. Returning original response. model=%s, content_policy_fallbacks=%s",
+            model_group,
+            content_policy_fallbacks,
+        )
+        return False
+
+    def _refusal_fallback_available(self, model_group: str, kwargs: Mapping[str, Any]) -> bool:
+        """
+        Whether a safeguard refusal can actually be recovered by the dispatcher. A configured
+        content-policy list is authoritative; with none configured at all, the dispatcher falls
+        through to the generic fallbacks lookup, so the gate mirrors that reachability and arms
+        on a resolving generic chain (tier first, then the requested group, then "*").
+        """
+        if fallbacks_disabled_for_request(kwargs):
+            return False
+        content_policy_fallbacks: Final = kwargs.get("content_policy_fallbacks", self.content_policy_fallbacks)
+        if content_policy_fallbacks is not None:
+            return self._has_content_policy_fallback(model_group, kwargs)
+        if self._has_default_fallbacks():
+            return True
+        fallbacks: Final = kwargs.get("fallbacks", self.fallbacks)
+        if fallbacks is None:
+            return False
+        resolved, _ = get_fallback_model_group_for_lookup_groups(
+            fallbacks=fallbacks,
+            lookup_groups=fallback_lookup_groups(kwargs, model_group),
+        )
+        return resolved is not None
+
     def _should_raise_content_policy_error(self, model: str, response: ModelResponse, kwargs: dict) -> bool:
         """
         Determines if a content policy error should be raised.
@@ -7898,27 +8255,26 @@ class Router:
             if response.choices[0].finish_reason != "content_filter":
                 return False
 
-        content_policy_fallbacks: Final = kwargs.get("content_policy_fallbacks", self.content_policy_fallbacks)
+        return self._has_content_policy_fallback(model, kwargs)
 
-        ### ONLY RAISE ERROR IF CP FALLBACK AVAILABLE ###
-        if content_policy_fallbacks is not None:
-            fallback_model_group = None
-            for item in content_policy_fallbacks:  # [{"gpt-3.5-turbo": ["gpt-4"]}]
-                if list(item.keys())[0] == model:
-                    fallback_model_group = item[model]
-                    break
-
-            if fallback_model_group is not None:
-                return True
-        elif self._has_default_fallbacks():  # default fallbacks set
-            return True
-
-        verbose_router_logger.debug(
-            "Content Policy Error occurred. No available fallbacks. Returning original response. model=%s, content_policy_fallbacks=%s",
-            model,
-            content_policy_fallbacks,
+    def _should_raise_anthropic_refusal_error(
+        self, model: str, original_generic_function: Callable, response: object, kwargs: Mapping[str, Any]
+    ) -> bool:
+        """
+        The /v1/messages twin of _should_raise_content_policy_error: an Anthropic safeguard
+        refusal (stop_reason "refusal" carrying stop_details) re-enters the fallback chain only
+        when a content-policy fallback is configured; a plain refusal without stop_details, or
+        any response with nothing configured, is returned to the client unchanged.
+        """
+        from litellm.llms.anthropic.experimental_pass_through.messages.utils import (
+            get_safeguard_refusal_stop_details,
         )
-        return False
+
+        if getattr(original_generic_function, "__name__", "") != "anthropic_messages":
+            return False
+        if get_safeguard_refusal_stop_details(response) is None:
+            return False
+        return self._refusal_fallback_available(model, kwargs)
 
     def _get_healthy_deployments(self, model: str, parent_otel_span: Span | None):
         _all_deployments: list = []
@@ -8352,6 +8708,19 @@ class Router:
             return deployment
         except Exception as e:
             if self.ignore_invalid_deployments:
+                if isinstance(e, litellm.BadRequestError):
+                    self._provider_unresolved_deployments = (
+                        *self._provider_unresolved_deployments,
+                        partial(
+                            self._create_deployment,
+                            deployment_info=deployment_info,
+                            _model_name=_model_name,
+                            _litellm_params=_litellm_params,
+                            _model_info=_model_info,
+                            declared_id=declared_id,
+                            duplicate_ids=duplicate_ids,
+                        ),
+                    )
                 verbose_router_logger.exception(
                     "Error creating deployment: %s, ignoring and continuing with other deployments.", e
                 )
@@ -8781,6 +9150,7 @@ class Router:
         self.quality_routers = {}
         self.complexity_routers = {}
         self.auto_routers = {}
+        self._provider_unresolved_deployments = ()
         self._invalidate_model_group_info_cache()
         self._invalidate_access_groups_cache()
         # we add api_base/api_key each model so load balancing between azure/gpt on api_base1 and api_base2 works
@@ -9403,8 +9773,12 @@ class Router:
         """Re-assert this router's deployments onto a freshly fetched catalog.
 
         Reads ``model_list`` at call time, so only deployments the router still
-        serves are restored.
+        serves are restored, plus any config deployment the fresh catalog now resolves.
         """
+        provider_unresolved: Final = self._provider_unresolved_deployments
+        self._provider_unresolved_deployments = ()
+        for create_deployment in provider_unresolved:
+            create_deployment()
         for entry in tuple(self.model_list):
             try:
                 deployment = entry if isinstance(entry, Deployment) else Deployment(**entry)
@@ -9607,6 +9981,37 @@ class Router:
             coerce_token_limit(model_info.get("max_output_tokens")),
         )
 
+    def get_configured_mode(self, model_name: str) -> "str | None":
+        """Return the mode explicitly configured for a concrete deployment."""
+        deployment: Final = self.get_deployment_by_model_group_name(model_group_name=model_name)
+        if deployment is None:
+            return None
+
+        mode: Final = deployment.model_info.get("mode")
+        if isinstance(mode, str) and mode.strip():
+            return mode
+        return None
+
+    def get_configured_display_name(self, model_name: str) -> "str | None":
+        """
+        Return the display_name explicitly configured in a concrete deployment's
+        model_info for model_name, via O(1) index lookup.
+
+        Returns None for wildcard-expanded or unknown names, and treats a
+        non-string or empty configured value as absent rather than failing the
+        listing. Like get_configured_token_limits, this never triggers pattern
+        matching or deep copies, so it is safe to call per listed model on the
+        /v1/models hot path.
+        """
+        deployment: Final = self.get_deployment_by_model_group_name(model_group_name=model_name)
+        if deployment is None:
+            return None
+
+        display_name: Final = deployment.model_info.get("display_name")
+        if isinstance(display_name, str) and display_name.strip():
+            return display_name
+        return None
+
     def get_deployment_credentials_with_provider(
         self, model_id: str, team_id: str | None = None
     ) -> dict[str, Any] | None:
@@ -9947,6 +10352,8 @@ class Router:
         total_itpm: int | None = None
         total_otpm: int | None = None
         configurable_clientside_auth_params: CONFIGURABLE_CLIENTSIDE_AUTH_PARAMS = None
+        reasoning_efforts_initialized = False
+        reasoning_efforts_unknown = False
         model_list: Final = self.get_model_list(model_name=model_group)
         if model_list is None:
             return None
@@ -10133,10 +10540,23 @@ class Router:
                 if model_info.get("rpm", None) is not None and _deployment_rpm is None:
                     _deployment_rpm = model_info.get("rpm")
 
-            model_group_info.supported_reasoning_efforts = intersect_supported_reasoning_efforts(
-                model_group_info.supported_reasoning_efforts,
-                resolve_supported_reasoning_efforts(model_info, deployment_is_mapped=deployment_is_mapped),
+            deployment_reasoning_efforts = (
+                resolve_supported_reasoning_efforts(  # rebind-ok: recalculated per deployment
+                    model_info, deployment_is_mapped=deployment_is_mapped
+                )
             )
+            if deployment_reasoning_efforts is None:
+                reasoning_efforts_unknown = True
+                model_group_info.supported_reasoning_efforts = None
+            elif not reasoning_efforts_initialized:
+                reasoning_efforts_initialized = True
+                if not reasoning_efforts_unknown:
+                    model_group_info.supported_reasoning_efforts = deployment_reasoning_efforts
+            elif not reasoning_efforts_unknown:
+                model_group_info.supported_reasoning_efforts = intersect_supported_reasoning_efforts(
+                    model_group_info.supported_reasoning_efforts,
+                    deployment_reasoning_efforts,
+                )
 
             if _deployment_tpm is not None:
                 if total_tpm is None:
@@ -11192,27 +11612,6 @@ class Router:
         """
         Update the router settings.
         """
-        # only the following settings are allowed to be configured
-        _allowed_settings: Final = [
-            "routing_strategy_args",
-            "routing_strategy",
-            "routing_groups",
-            "allowed_fails",
-            "cooldown_time",
-            "num_retries",
-            "timeout",
-            "max_retries",
-            "retry_after",
-            "fallbacks",
-            "context_window_fallbacks",
-            "retry_policy",
-            "model_group_retry_policy",
-            "model_group_alias",
-            "enable_weighted_failover",
-            "enable_tag_filtering",
-            "tag_routing_prefix",
-        ]
-
         _int_settings: Final = [
             "timeout",
             "num_retries",
@@ -11225,13 +11624,15 @@ class Router:
         rebuild_routing_groups = False
         relink_lar1_from_args = False
         for var in kwargs:
-            if var in _allowed_settings:
+            if var in RUNTIME_UPDATABLE_ROUTER_SETTINGS:
                 if var in _int_settings:
                     _casted_value = int(kwargs[var])
                     setattr(self, var, _casted_value)
                 elif var == "routing_groups":
                     self._routing_groups_input = kwargs[var]
                     rebuild_routing_groups = True
+                elif var == "optional_pre_call_checks":
+                    self.set_optional_pre_call_checks(kwargs[var])
                 elif var == "retry_policy":
                     value = kwargs[var]
                     if isinstance(value, dict):
@@ -12019,10 +12420,12 @@ class Router:
     @staticmethod
     def _pop_effort_from_nested_carrier(request_kwargs: dict[str, object], carrier: str) -> None:
         nested: Final = request_kwargs.get(carrier)
-        if not isinstance(nested, dict):
+        if not isinstance(nested, Mapping):
             return
-        nested.pop("effort", None)
-        if not nested:
+        sanitized: Final = {key: value for key, value in nested.items() if key != "effort"}
+        if sanitized:
+            request_kwargs[carrier] = sanitized  # rebind-ok: copy-on-write, so a shared nested carrier is never edited
+        else:
             request_kwargs.pop(carrier, None)
 
     @staticmethod
@@ -12087,6 +12490,7 @@ class Router:
             if pre_routing_hook_response is not None:
                 model = pre_routing_hook_response.model
                 messages = pre_routing_hook_response.messages
+                record_pre_routing_selection(request_kwargs, model)
                 if pre_routing_hook_response.litellm_params:
                     accepted_tier_params: Final = self._tier_params_the_target_accepts(
                         model, pre_routing_hook_response.litellm_params, request_kwargs
@@ -12202,6 +12606,7 @@ class Router:
             if pre_routing_hook_response is not None:
                 model = pre_routing_hook_response.model
                 messages = pre_routing_hook_response.messages
+                record_pre_routing_selection(request_kwargs, model)
                 if pre_routing_hook_response.litellm_params:
                     accepted_tier_params: Final = self._tier_params_the_target_accepts(
                         model, pre_routing_hook_response.litellm_params, request_kwargs
@@ -12424,6 +12829,100 @@ class Router:
             return None
         return candidates[0]
 
+    @staticmethod
+    def _request_header(request_kwargs: Mapping[str, object], header_name: str) -> str | None:
+        proxy_server_request: Final = request_kwargs.get("proxy_server_request")
+        if not isinstance(proxy_server_request, Mapping):
+            return None
+        headers: Final = proxy_server_request.get("headers")
+        if not isinstance(headers, Mapping):
+            return None
+        return next(
+            (
+                value
+                for key, value in headers.items()
+                if isinstance(key, str) and key.lower() == header_name and isinstance(value, str)
+            ),
+            None,
+        )
+
+    def _claude_code_session_router_cache_key(self, request_kwargs: Mapping[str, object]) -> str | None:
+        session_id: Final = self._request_header(request_kwargs, "x-claude-code-session-id")
+        if session_id is None or _CLAUDE_CODE_SESSION_ID_RE.fullmatch(session_id) is None:
+            return None
+        metadata_name: Final = "litellm_metadata" if "litellm_metadata" in request_kwargs else "metadata"
+        metadata: Final = request_kwargs.get(metadata_name)
+        if not isinstance(metadata, Mapping):
+            return None
+        caller_scope: Final = metadata.get("user_api_key_hash")
+        if not isinstance(caller_scope, str) or not caller_scope:
+            return None
+        return f"claude_code_session_router:v1:{caller_scope}:{session_id}"
+
+    async def _delete_claude_code_session_router_binding(self, cache_key: str) -> None:
+        try:
+            await self._claude_code_session_router_cache.async_delete_cache(key=cache_key)
+        except Exception as e:  # noqa: BLE001  # cache cleanup must not fail an otherwise routable request
+            verbose_router_logger.warning(
+                "Failed to delete Claude Code session router binding; the binding may remain until its TTL expires: %s",
+                e,
+            )
+
+    async def _get_claude_code_session_router_binding(self, cache_key: str) -> object:
+        session_cache: Final = self._claude_code_session_router_cache
+        try:
+            if session_cache.redis_cache is None:
+                return await session_cache.async_get_cache(key=cache_key)
+            return await session_cache.redis_cache.async_get_cache(key=cache_key)
+        except Exception as e:  # noqa: BLE001  # an optional binding must not make routing depend on Redis
+            verbose_router_logger.warning(
+                "Failed to read Claude Code session router binding; using the requested model: %s",
+                e,
+            )
+            return None
+
+    async def _resolve_claude_code_session_router(
+        self,
+        model: str,
+        registered_model_name: str,
+        request_kwargs: Mapping[str, object],
+    ) -> str:
+        if not any((self.auto_routers, self.complexity_routers, self.adaptive_routers, self.quality_routers)):
+            return registered_model_name
+        cache_key: Final = self._claude_code_session_router_cache_key(request_kwargs)
+        if cache_key is None or not isinstance(request_kwargs, dict):
+            return registered_model_name
+        if request_kwargs.get("fallback_depth") not in (None, 0):
+            return registered_model_name
+
+        agent_id: Final = self._request_header(request_kwargs, "x-claude-code-agent-id")
+        if agent_id is not None:
+            bound_model: Final = await self._get_claude_code_session_router_binding(cache_key)
+            if not isinstance(bound_model, str):
+                return registered_model_name
+            bound_registered_model: Final = self._get_model_from_alias(model=bound_model) or bound_model
+            if self._select_pre_routing_strategy(bound_registered_model, request_kwargs) is None:
+                await self._delete_claude_code_session_router_binding(cache_key)
+                return registered_model_name
+            await self._claude_code_session_router_cache.async_set_cache(
+                key=cache_key,
+                value=bound_model,
+                ttl=_CLAUDE_CODE_SESSION_ROUTER_TTL_SECONDS,
+            )
+            self._stamp_or_clear_metadata_key(request_kwargs, "model_group", bound_model)
+            return bound_registered_model
+
+        if self._request_header(request_kwargs, "x-app") != "cli":
+            return registered_model_name
+        if self._select_pre_routing_strategy(registered_model_name, request_kwargs) is None:
+            return registered_model_name
+        await self._claude_code_session_router_cache.async_set_cache(
+            key=cache_key,
+            value=model,
+            ttl=_CLAUDE_CODE_SESSION_ROUTER_TTL_SECONDS,
+        )
+        return registered_model_name
+
     async def async_pre_routing_hook(
         self,
         model: str,
@@ -12443,7 +12942,12 @@ class Router:
         the alias, since spend metadata is stamped before routing and the response carries the tier
         group the strategy picked.
         """
-        registered_model_name: Final = self._get_model_from_alias(model=model) or model
+        requested_registered_model_name: Final = self._get_model_from_alias(model=model) or model
+        registered_model_name: Final = await self._resolve_claude_code_session_router(
+            model=model,
+            registered_model_name=requested_registered_model_name,
+            request_kwargs=request_kwargs,
+        )
 
         #########################################################
         # Run the routing-plugin pipeline, if any plugins are configured.
@@ -13240,6 +13744,9 @@ class Router:
     def flush_cache(self):
         litellm.cache = None
         self.cache.flush_cache()
+        session_in_memory_cache: Final = self._claude_code_session_router_cache.in_memory_cache
+        if session_in_memory_cache is not None:
+            session_in_memory_cache.flush_cache()
 
     def reset(self):
         ## clean up on close
diff --git a/litellm/router_strategy/complexity_router/README.md b/litellm/router_strategy/complexity_router/README.md
index bc8df67cc28..e3da70f50fe 100644
--- a/litellm/router_strategy/complexity_router/README.md
+++ b/litellm/router_strategy/complexity_router/README.md
@@ -68,6 +68,36 @@ still resolve to a deployment in `model_list`; this configuration does not creat
             - abc
 ```
 
+### Heuristic v2
+
+Set `classifier_type: heuristic_v2` to classify with the bundled calibrated
+success-probability model instead of the hand-written weighted scorer
+
+```yaml
+model_list:
+  - model_name: smart-router
+    litellm_params:
+      model: auto_router/complexity_router
+      complexity_router_config:
+        classifier_type: heuristic_v2
+        tiers:
+          SIMPLE: luna
+          MEDIUM: terra
+          COMPLEX: sol
+          REASONING: sol-ultra
+```
+
+No classifier model call or per-model training data is required. The classifier
+uses global tier quality, request-type quality, and similar-request cohorts from
+the bundled UltraFeedback artifact. It estimates success at every tier, enforces
+monotonic probabilities, and returns the first tier meeting the trained 0.75
+threshold. The existing complexity-router tier pool then selects and dispatches
+a model from that tier
+
+Spend logs record `routing_decision.cause: heuristic_v2`, the detected request
+type, and all four predicted probabilities. Existing `classifier_type: heuristic`
+configurations keep the original weighted scorer unchanged
+
 ### Renaming the tiers
 
 `tier_labels` puts your own vocabulary on the four tiers:
@@ -157,6 +187,9 @@ model_list:
 
         # Replace a routed model that cannot take image input (default: false)
         modality_routing: true
+
+        # Let that replacement also override a kept session pin, for image turns only (default: false)
+        modality_pin_override: true
 ```
 
 ## Usage
@@ -197,9 +230,16 @@ vision model sits below the decided tier gets the 400 and an actionable message
 A same-tier re-pick keeps the decision's cause and adds `modality:image` to `signals`; a tier
 change or default takeover records `cause: modality_escalation` with the displaced placement
 (`modality_escalated_from:<TIER>` or `modality_displaced_default_model`). Escalations are never
-pinned by session affinity, and a KEPT session pin bypasses the gate entirely: a session pinned
+pinned by session affinity, and by default a KEPT session pin bypasses the gate: a session pinned
 to a text-only model keeps it even when an image arrives.
 
+Add `modality_pin_override: true` to lift that last exemption. The image turn is then re-placed
+the same way every other decision is, and records `cause: modality_pin_override` whether or not
+the tier moved, since the model left the pin either way. The pin itself is untouched: the session
+affinity write happens upstream of the gate and stores the session's own model, so the next text
+turn replays the original pin and the override is never pinned in its place. It does nothing
+unless `modality_routing` is also on.
+
 ### Heuristic-first chaining
 
 `classifier_type: heuristic_first` runs the local scorer on every request and only calls the LLM
@@ -215,7 +255,8 @@ model_list:
         classifier_type: heuristic_first
         heuristic_first_max_tier: SIMPLE
         classifier_llm_config:
-          model: gpt-4o-mini
+          model: gpt-5-mini
+          reasoning_effort: low
         tiers:
           SIMPLE: gpt-4o-mini
           MEDIUM: gpt-4o
@@ -223,6 +264,10 @@ model_list:
           REASONING: o1-preview
 ```
 
+`classifier_llm_config.reasoning_effort` applies only to the internal classifier call. Omit it to
+keep the classifier deployment or provider default, or set a supported value such as `none` or
+`low` to override that call.
+
 A request short-circuits, meaning it routes on the scorer's own tier with no classifier call, when
 two things hold: the scorer landed at or below `heuristic_first_max_tier`, and it produced at least
 one signal. Everything else goes to the classifier, which then decides as it normally would.
@@ -244,6 +289,49 @@ except that the heuristic outcome is the one already computed rather than a seco
 Spend logs record `routing_decision.cause` as `heuristic_first_short_circuit` when the classifier
 was skipped, and `llm_classifier` when it ran, so the two are told apart per request.
 
+### Hybrid
+
+`classifier_type: hybrid` also scores locally first, but it asks a different question than
+`heuristic_first`. Where heuristic-first asks how CHEAP the scorer's tier is and pays for the
+classifier on everything above a ceiling, hybrid asks how DECIDED the score is and pays for the
+classifier only where the score lands near a tier boundary. A confident score keeps its tier at
+every tier, the most expensive one included:
+
+```yaml
+model_list:
+  - model_name: smart-router
+    litellm_params:
+      model: auto_router/complexity_router
+      complexity_router_config:
+        classifier_type: hybrid
+        hybrid_boundary_margin: 0.03
+        classifier_llm_config:
+          model: gpt-4o-mini
+        tiers:
+          SIMPLE: gpt-4o-mini
+          MEDIUM: gpt-4o
+          COMPLEX: claude-sonnet-4
+          REASONING: o1-preview
+```
+
+A request routes on the scorer's own tier when its score is further than `hybrid_boundary_margin`
+from every active boundary. Everything else goes to the classifier: a score inside the band, where a
+hair's difference would have named the adjacent tier and its model pool, and a prompt where no
+dimension fired at all, which has no opinion to be confident about. `hybrid_boundary_margin` is
+required for this type and rejected on the others, the same way `heuristic_first_max_tier` is
+required for heuristic-first, so the two modes are told apart by the knob each one takes rather than
+by a shared field that means something different per type.
+
+Pick the margin against the score distribution rather than by intuition. The scorer combines a small
+set of discretely weighted dimensions, so achievable scores cluster on a lumpy grid instead of
+spreading smoothly, and widening the margin admits whole clusters at once rather than a few more
+requests. Spend logs record `routing_decision.cause` as `hybrid_short_circuit` when the classifier
+was skipped and `llm_classifier` when it ran.
+
+Operator-defined tier sets (`tier_definitions`) are not supported here, for the same reason they are
+not supported under heuristic-first: the scorer only produces the built-in tiers. Classifier failure
+behaves exactly as it does under `classifier_type: llm`.
+
 ### Reasoning Override
 
 If 2+ reasoning markers are detected in the user message, the request is promoted to the REASONING tier even when the weighted score maps lower, so complex reasoning tasks get the appropriate model. The promotion requires the score to reach `reasoning_override_min_score`, which tracks `tier_boundaries.simple_medium` unless set, so stock phrases on an otherwise trivial prompt cannot buy the top tier. Set it to `0` to promote on the markers alone.
diff --git a/litellm/router_strategy/complexity_router/artifacts/ultrafeedback_tiers.json b/litellm/router_strategy/complexity_router/artifacts/ultrafeedback_tiers.json
new file mode 100644
index 00000000000..4fcb599907c
--- /dev/null
+++ b/litellm/router_strategy/complexity_router/artifacts/ultrafeedback_tiers.json
@@ -0,0 +1,4069 @@
+{
+  "schema_version": 1,
+  "global_statistics": [
+    {
+      "tier": 1,
+      "successes": 36619.0,
+      "observations": 45504.0
+    },
+    {
+      "tier": 2,
+      "successes": 59797.0,
+      "observations": 70062.0
+    },
+    {
+      "tier": 3,
+      "successes": 48604.0,
+      "observations": 52245.0
+    },
+    {
+      "tier": 4,
+      "successes": 11393.0,
+      "observations": 11561.0
+    }
+  ],
+  "domain_statistics": [
+    {
+      "tier": 1,
+      "successes": 1592.0,
+      "observations": 2211.0,
+      "request_type": "analytical_reasoning"
+    },
+    {
+      "tier": 2,
+      "successes": 2654.0,
+      "observations": 3374.0,
+      "request_type": "analytical_reasoning"
+    },
+    {
+      "tier": 3,
+      "successes": 2243.0,
+      "observations": 2481.0,
+      "request_type": "analytical_reasoning"
+    },
+    {
+      "tier": 4,
+      "successes": 538.0,
+      "observations": 546.0,
+      "request_type": "analytical_reasoning"
+    },
+    {
+      "tier": 1,
+      "successes": 750.0,
+      "observations": 1015.0,
+      "request_type": "code_generation"
+    },
+    {
+      "tier": 2,
+      "successes": 1271.0,
+      "observations": 1511.0,
+      "request_type": "code_generation"
+    },
+    {
+      "tier": 3,
+      "successes": 1030.0,
+      "observations": 1111.0,
+      "request_type": "code_generation"
+    },
+    {
+      "tier": 4,
+      "successes": 233.0,
+      "observations": 235.0,
+      "request_type": "code_generation"
+    },
+    {
+      "tier": 1,
+      "successes": 243.0,
+      "observations": 277.0,
+      "request_type": "code_understanding"
+    },
+    {
+      "tier": 2,
+      "successes": 385.0,
+      "observations": 425.0,
+      "request_type": "code_understanding"
+    },
+    {
+      "tier": 3,
+      "successes": 322.0,
+      "observations": 334.0,
+      "request_type": "code_understanding"
+    },
+    {
+      "tier": 4,
+      "successes": 74.0,
+      "observations": 76.0,
+      "request_type": "code_understanding"
+    },
+    {
+      "tier": 1,
+      "successes": 2014.0,
+      "observations": 2170.0,
+      "request_type": "factual_lookup"
+    },
+    {
+      "tier": 2,
+      "successes": 3120.0,
+      "observations": 3266.0,
+      "request_type": "factual_lookup"
+    },
+    {
+      "tier": 3,
+      "successes": 2612.0,
+      "observations": 2670.0,
+      "request_type": "factual_lookup"
+    },
+    {
+      "tier": 4,
+      "successes": 540.0,
+      "observations": 542.0,
+      "request_type": "factual_lookup"
+    },
+    {
+      "tier": 1,
+      "successes": 30571.0,
+      "observations": 38161.0,
+      "request_type": "general"
+    },
+    {
+      "tier": 2,
+      "successes": 50037.0,
+      "observations": 58821.0,
+      "request_type": "general"
+    },
+    {
+      "tier": 3,
+      "successes": 40460.0,
+      "observations": 43618.0,
+      "request_type": "general"
+    },
+    {
+      "tier": 4,
+      "successes": 9565.0,
+      "observations": 9716.0,
+      "request_type": "general"
+    },
+    {
+      "tier": 1,
+      "successes": 159.0,
+      "observations": 170.0,
+      "request_type": "technical_design"
+    },
+    {
+      "tier": 2,
+      "successes": 282.0,
+      "observations": 303.0,
+      "request_type": "technical_design"
+    },
+    {
+      "tier": 3,
+      "successes": 231.0,
+      "observations": 236.0,
+      "request_type": "technical_design"
+    },
+    {
+      "tier": 4,
+      "successes": 47.0,
+      "observations": 47.0,
+      "request_type": "technical_design"
+    },
+    {
+      "tier": 1,
+      "successes": 1290.0,
+      "observations": 1500.0,
+      "request_type": "writing"
+    },
+    {
+      "tier": 2,
+      "successes": 2048.0,
+      "observations": 2362.0,
+      "request_type": "writing"
+    },
+    {
+      "tier": 3,
+      "successes": 1706.0,
+      "observations": 1795.0,
+      "request_type": "writing"
+    },
+    {
+      "tier": 4,
+      "successes": 396.0,
+      "observations": 399.0,
+      "request_type": "writing"
+    }
+  ],
+  "cohort_statistics": [
+    {
+      "tier": 1,
+      "successes": 272.0,
+      "observations": 372.0,
+      "cohort": "analytical_reasoning|long|code=0|math=0|mc=0|intl=0"
+    },
+    {
+      "tier": 2,
+      "successes": 420.0,
+      "observations": 519.0,
+      "cohort": "analytical_reasoning|long|code=0|math=0|mc=0|intl=0"
+    },
+    {
+      "tier": 3,
+      "successes": 341.0,
+      "observations": 381.0,
+      "cohort": "analytical_reasoning|long|code=0|math=0|mc=0|intl=0"
+    },
+    {
+      "tier": 4,
+      "successes": 82.0,
+      "observations": 84.0,
+      "cohort": "analytical_reasoning|long|code=0|math=0|mc=0|intl=0"
+    },
+    {
+      "tier": 1,
+      "successes": 0.0,
+      "observations": 1.0,
+      "cohort": "analytical_reasoning|long|code=0|math=0|mc=0|intl=1"
+    },
+    {
+      "tier": 2,
+      "successes": 0.0,
+      "observations": 2.0,
+      "cohort": "analytical_reasoning|long|code=0|math=0|mc=0|intl=1"
+    },
+    {
+      "tier": 3,
+      "successes": 1.0,
+      "observations": 1.0,
+      "cohort": "analytical_reasoning|long|code=0|math=0|mc=0|intl=1"
+    },
+    {
+      "tier": 1,
+      "successes": 11.0,
+      "observations": 18.0,
+      "cohort": "analytical_reasoning|long|code=0|math=0|mc=1|intl=0"
+    },
+    {
+      "tier": 2,
+      "successes": 33.0,
+      "observations": 45.0,
+      "cohort": "analytical_reasoning|long|code=0|math=0|mc=1|intl=0"
+    },
+    {
+      "tier": 3,
+      "successes": 28.0,
+      "observations": 34.0,
+      "cohort": "analytical_reasoning|long|code=0|math=0|mc=1|intl=0"
+    },
+    {
+      "tier": 4,
+      "successes": 3.0,
+      "observations": 3.0,
+      "cohort": "analytical_reasoning|long|code=0|math=0|mc=1|intl=0"
+    },
+    {
+      "tier": 1,
+      "successes": 131.0,
+      "observations": 176.0,
+      "cohort": "analytical_reasoning|long|code=0|math=1|mc=0|intl=0"
+    },
+    {
+      "tier": 2,
+      "successes": 210.0,
+      "observations": 274.0,
+      "cohort": "analytical_reasoning|long|code=0|math=1|mc=0|intl=0"
+    },
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+    {
+      "tier": 3,
+      "successes": 229.0,
+      "observations": 245.0,
+      "cohort": "writing|long|code=0|math=0|mc=0|intl=0"
+    },
+    {
+      "tier": 4,
+      "successes": 51.0,
+      "observations": 52.0,
+      "cohort": "writing|long|code=0|math=0|mc=0|intl=0"
+    },
+    {
+      "tier": 1,
+      "successes": 0.0,
+      "observations": 2.0,
+      "cohort": "writing|long|code=0|math=0|mc=0|intl=1"
+    },
+    {
+      "tier": 2,
+      "successes": 1.0,
+      "observations": 2.0,
+      "cohort": "writing|long|code=0|math=0|mc=0|intl=1"
+    },
+    {
+      "tier": 3,
+      "successes": 3.0,
+      "observations": 3.0,
+      "cohort": "writing|long|code=0|math=0|mc=0|intl=1"
+    },
+    {
+      "tier": 4,
+      "successes": 1.0,
+      "observations": 1.0,
+      "cohort": "writing|long|code=0|math=0|mc=0|intl=1"
+    },
+    {
+      "tier": 1,
+      "successes": 3.0,
+      "observations": 5.0,
+      "cohort": "writing|long|code=0|math=0|mc=1|intl=0"
+    },
+    {
+      "tier": 2,
+      "successes": 4.0,
+      "observations": 5.0,
+      "cohort": "writing|long|code=0|math=0|mc=1|intl=0"
+    },
+    {
+      "tier": 3,
+      "successes": 2.0,
+      "observations": 2.0,
+      "cohort": "writing|long|code=0|math=0|mc=1|intl=0"
+    },
+    {
+      "tier": 1,
+      "successes": 36.0,
+      "observations": 47.0,
+      "cohort": "writing|long|code=0|math=1|mc=0|intl=0"
+    },
+    {
+      "tier": 2,
+      "successes": 53.0,
+      "observations": 59.0,
+      "cohort": "writing|long|code=0|math=1|mc=0|intl=0"
+    },
+    {
+      "tier": 3,
+      "successes": 47.0,
+      "observations": 51.0,
+      "cohort": "writing|long|code=0|math=1|mc=0|intl=0"
+    },
+    {
+      "tier": 4,
+      "successes": 14.0,
+      "observations": 15.0,
+      "cohort": "writing|long|code=0|math=1|mc=0|intl=0"
+    },
+    {
+      "tier": 1,
+      "successes": 17.0,
+      "observations": 21.0,
+      "cohort": "writing|long|code=1|math=0|mc=0|intl=0"
+    },
+    {
+      "tier": 2,
+      "successes": 27.0,
+      "observations": 32.0,
+      "cohort": "writing|long|code=1|math=0|mc=0|intl=0"
+    },
+    {
+      "tier": 3,
+      "successes": 24.0,
+      "observations": 24.0,
+      "cohort": "writing|long|code=1|math=0|mc=0|intl=0"
+    },
+    {
+      "tier": 4,
+      "successes": 3.0,
+      "observations": 3.0,
+      "cohort": "writing|long|code=1|math=0|mc=0|intl=0"
+    },
+    {
+      "tier": 1,
+      "successes": 1.0,
+      "observations": 2.0,
+      "cohort": "writing|long|code=1|math=1|mc=0|intl=0"
+    },
+    {
+      "tier": 2,
+      "successes": 1.0,
+      "observations": 2.0,
+      "cohort": "writing|long|code=1|math=1|mc=0|intl=0"
+    },
+    {
+      "tier": 3,
+      "successes": 6.0,
+      "observations": 6.0,
+      "cohort": "writing|long|code=1|math=1|mc=0|intl=0"
+    },
+    {
+      "tier": 4,
+      "successes": 2.0,
+      "observations": 2.0,
+      "cohort": "writing|long|code=1|math=1|mc=0|intl=0"
+    },
+    {
+      "tier": 1,
+      "successes": 541.0,
+      "observations": 598.0,
+      "cohort": "writing|medium|code=0|math=0|mc=0|intl=0"
+    },
+    {
+      "tier": 2,
+      "successes": 892.0,
+      "observations": 997.0,
+      "cohort": "writing|medium|code=0|math=0|mc=0|intl=0"
+    },
+    {
+      "tier": 3,
+      "successes": 728.0,
+      "observations": 756.0,
+      "cohort": "writing|medium|code=0|math=0|mc=0|intl=0"
+    },
+    {
+      "tier": 4,
+      "successes": 164.0,
+      "observations": 165.0,
+      "cohort": "writing|medium|code=0|math=0|mc=0|intl=0"
+    },
+    {
+      "tier": 1,
+      "successes": 2.0,
+      "observations": 7.0,
+      "cohort": "writing|medium|code=0|math=0|mc=0|intl=1"
+    },
+    {
+      "tier": 2,
+      "successes": 7.0,
+      "observations": 15.0,
+      "cohort": "writing|medium|code=0|math=0|mc=0|intl=1"
+    },
+    {
+      "tier": 3,
+      "successes": 7.0,
+      "observations": 10.0,
+      "cohort": "writing|medium|code=0|math=0|mc=0|intl=1"
+    },
+    {
+      "tier": 4,
+      "successes": 4.0,
+      "observations": 4.0,
+      "cohort": "writing|medium|code=0|math=0|mc=0|intl=1"
+    },
+    {
+      "tier": 1,
+      "successes": 2.0,
+      "observations": 2.0,
+      "cohort": "writing|medium|code=0|math=0|mc=1|intl=0"
+    },
+    {
+      "tier": 2,
+      "successes": 1.0,
+      "observations": 1.0,
+      "cohort": "writing|medium|code=0|math=0|mc=1|intl=0"
+    },
+    {
+      "tier": 3,
+      "successes": 1.0,
+      "observations": 1.0,
+      "cohort": "writing|medium|code=0|math=0|mc=1|intl=0"
+    },
+    {
+      "tier": 1,
+      "successes": 25.0,
+      "observations": 35.0,
+      "cohort": "writing|medium|code=0|math=1|mc=0|intl=0"
+    },
+    {
+      "tier": 2,
+      "successes": 41.0,
+      "observations": 63.0,
+      "cohort": "writing|medium|code=0|math=1|mc=0|intl=0"
+    },
+    {
+      "tier": 3,
+      "successes": 39.0,
+      "observations": 46.0,
+      "cohort": "writing|medium|code=0|math=1|mc=0|intl=0"
+    },
+    {
+      "tier": 4,
+      "successes": 12.0,
+      "observations": 12.0,
+      "cohort": "writing|medium|code=0|math=1|mc=0|intl=0"
+    },
+    {
+      "tier": 1,
+      "successes": 1.0,
+      "observations": 2.0,
+      "cohort": "writing|medium|code=0|math=1|mc=0|intl=1"
+    },
+    {
+      "tier": 2,
+      "successes": 2.0,
+      "observations": 4.0,
+      "cohort": "writing|medium|code=0|math=1|mc=0|intl=1"
+    },
+    {
+      "tier": 3,
+      "successes": 1.0,
+      "observations": 1.0,
+      "cohort": "writing|medium|code=0|math=1|mc=0|intl=1"
+    },
+    {
+      "tier": 4,
+      "successes": 1.0,
+      "observations": 1.0,
+      "cohort": "writing|medium|code=0|math=1|mc=0|intl=1"
+    },
+    {
+      "tier": 1,
+      "successes": 2.0,
+      "observations": 2.0,
+      "cohort": "writing|medium|code=0|math=1|mc=1|intl=0"
+    },
+    {
+      "tier": 3,
+      "successes": 2.0,
+      "observations": 2.0,
+      "cohort": "writing|medium|code=0|math=1|mc=1|intl=0"
+    },
+    {
+      "tier": 1,
+      "successes": 24.0,
+      "observations": 27.0,
+      "cohort": "writing|medium|code=1|math=0|mc=0|intl=0"
+    },
+    {
+      "tier": 2,
+      "successes": 49.0,
+      "observations": 56.0,
+      "cohort": "writing|medium|code=1|math=0|mc=0|intl=0"
+    },
+    {
+      "tier": 3,
+      "successes": 46.0,
+      "observations": 49.0,
+      "cohort": "writing|medium|code=1|math=0|mc=0|intl=0"
+    },
+    {
+      "tier": 4,
+      "successes": 8.0,
+      "observations": 8.0,
+      "cohort": "writing|medium|code=1|math=0|mc=0|intl=0"
+    },
+    {
+      "tier": 1,
+      "successes": 11.0,
+      "observations": 13.0,
+      "cohort": "writing|medium|code=1|math=1|mc=0|intl=0"
+    },
+    {
+      "tier": 2,
+      "successes": 13.0,
+      "observations": 13.0,
+      "cohort": "writing|medium|code=1|math=1|mc=0|intl=0"
+    },
+    {
+      "tier": 3,
+      "successes": 10.0,
+      "observations": 10.0,
+      "cohort": "writing|medium|code=1|math=1|mc=0|intl=0"
+    },
+    {
+      "tier": 1,
+      "successes": 327.0,
+      "observations": 353.0,
+      "cohort": "writing|short|code=0|math=0|mc=0|intl=0"
+    },
+    {
+      "tier": 2,
+      "successes": 508.0,
+      "observations": 555.0,
+      "cohort": "writing|short|code=0|math=0|mc=0|intl=0"
+    },
+    {
+      "tier": 3,
+      "successes": 415.0,
+      "observations": 432.0,
+      "cohort": "writing|short|code=0|math=0|mc=0|intl=0"
+    },
+    {
+      "tier": 4,
+      "successes": 92.0,
+      "observations": 92.0,
+      "cohort": "writing|short|code=0|math=0|mc=0|intl=0"
+    },
+    {
+      "tier": 1,
+      "successes": 2.0,
+      "observations": 2.0,
+      "cohort": "writing|short|code=0|math=0|mc=0|intl=1"
+    },
+    {
+      "tier": 3,
+      "successes": 1.0,
+      "observations": 1.0,
+      "cohort": "writing|short|code=0|math=0|mc=0|intl=1"
+    },
+    {
+      "tier": 4,
+      "successes": 1.0,
+      "observations": 1.0,
+      "cohort": "writing|short|code=0|math=0|mc=0|intl=1"
+    },
+    {
+      "tier": 1,
+      "successes": 4.0,
+      "observations": 4.0,
+      "cohort": "writing|short|code=0|math=1|mc=0|intl=0"
+    },
+    {
+      "tier": 2,
+      "successes": 7.0,
+      "observations": 7.0,
+      "cohort": "writing|short|code=0|math=1|mc=0|intl=0"
+    },
+    {
+      "tier": 3,
+      "successes": 3.0,
+      "observations": 3.0,
+      "cohort": "writing|short|code=0|math=1|mc=0|intl=0"
+    },
+    {
+      "tier": 4,
+      "successes": 2.0,
+      "observations": 2.0,
+      "cohort": "writing|short|code=0|math=1|mc=0|intl=0"
+    },
+    {
+      "tier": 1,
+      "successes": 2.0,
+      "observations": 3.0,
+      "cohort": "writing|short|code=1|math=0|mc=0|intl=0"
+    },
+    {
+      "tier": 2,
+      "successes": 8.0,
+      "observations": 9.0,
+      "cohort": "writing|short|code=1|math=0|mc=0|intl=0"
+    },
+    {
+      "tier": 3,
+      "successes": 4.0,
+      "observations": 4.0,
+      "cohort": "writing|short|code=1|math=0|mc=0|intl=0"
+    },
+    {
+      "tier": 1,
+      "successes": 1.0,
+      "observations": 1.0,
+      "cohort": "writing|short|code=1|math=1|mc=0|intl=0"
+    },
+    {
+      "tier": 2,
+      "successes": 1.0,
+      "observations": 1.0,
+      "cohort": "writing|short|code=1|math=1|mc=0|intl=0"
+    },
+    {
+      "tier": 3,
+      "successes": 2.0,
+      "observations": 2.0,
+      "cohort": "writing|short|code=1|math=1|mc=0|intl=0"
+    },
+    {
+      "tier": 1,
+      "successes": 63.0,
+      "observations": 85.0,
+      "cohort": "writing|very_long|code=0|math=0|mc=0|intl=0"
+    },
+    {
+      "tier": 2,
+      "successes": 111.0,
+      "observations": 139.0,
+      "cohort": "writing|very_long|code=0|math=0|mc=0|intl=0"
+    },
+    {
+      "tier": 3,
+      "successes": 95.0,
+      "observations": 99.0,
+      "cohort": "writing|very_long|code=0|math=0|mc=0|intl=0"
+    },
+    {
+      "tier": 4,
+      "successes": 29.0,
+      "observations": 29.0,
+      "cohort": "writing|very_long|code=0|math=0|mc=0|intl=0"
+    },
+    {
+      "tier": 1,
+      "successes": 3.0,
+      "observations": 5.0,
+      "cohort": "writing|very_long|code=0|math=0|mc=1|intl=0"
+    },
+    {
+      "tier": 2,
+      "successes": 1.0,
+      "observations": 2.0,
+      "cohort": "writing|very_long|code=0|math=0|mc=1|intl=0"
+    },
+    {
+      "tier": 3,
+      "successes": 4.0,
+      "observations": 4.0,
+      "cohort": "writing|very_long|code=0|math=0|mc=1|intl=0"
+    },
+    {
+      "tier": 4,
+      "successes": 1.0,
+      "observations": 1.0,
+      "cohort": "writing|very_long|code=0|math=0|mc=1|intl=0"
+    },
+    {
+      "tier": 1,
+      "successes": 26.0,
+      "observations": 36.0,
+      "cohort": "writing|very_long|code=0|math=1|mc=0|intl=0"
+    },
+    {
+      "tier": 2,
+      "successes": 30.0,
+      "observations": 44.0,
+      "cohort": "writing|very_long|code=0|math=1|mc=0|intl=0"
+    },
+    {
+      "tier": 3,
+      "successes": 23.0,
+      "observations": 28.0,
+      "cohort": "writing|very_long|code=0|math=1|mc=0|intl=0"
+    },
+    {
+      "tier": 4,
+      "successes": 8.0,
+      "observations": 8.0,
+      "cohort": "writing|very_long|code=0|math=1|mc=0|intl=0"
+    },
+    {
+      "tier": 1,
+      "successes": 2.0,
+      "observations": 2.0,
+      "cohort": "writing|very_long|code=0|math=1|mc=1|intl=0"
+    },
+    {
+      "tier": 2,
+      "successes": 1.0,
+      "observations": 1.0,
+      "cohort": "writing|very_long|code=0|math=1|mc=1|intl=0"
+    },
+    {
+      "tier": 3,
+      "successes": 1.0,
+      "observations": 1.0,
+      "cohort": "writing|very_long|code=0|math=1|mc=1|intl=0"
+    },
+    {
+      "tier": 1,
+      "successes": 14.0,
+      "observations": 14.0,
+      "cohort": "writing|very_long|code=1|math=0|mc=0|intl=0"
+    },
+    {
+      "tier": 2,
+      "successes": 14.0,
+      "observations": 16.0,
+      "cohort": "writing|very_long|code=1|math=0|mc=0|intl=0"
+    },
+    {
+      "tier": 3,
+      "successes": 6.0,
+      "observations": 7.0,
+      "cohort": "writing|very_long|code=1|math=0|mc=0|intl=0"
+    },
+    {
+      "tier": 4,
+      "successes": 3.0,
+      "observations": 3.0,
+      "cohort": "writing|very_long|code=1|math=0|mc=0|intl=0"
+    },
+    {
+      "tier": 1,
+      "successes": 5.0,
+      "observations": 5.0,
+      "cohort": "writing|very_long|code=1|math=1|mc=0|intl=0"
+    },
+    {
+      "tier": 2,
+      "successes": 7.0,
+      "observations": 8.0,
+      "cohort": "writing|very_long|code=1|math=1|mc=0|intl=0"
+    },
+    {
+      "tier": 3,
+      "successes": 7.0,
+      "observations": 7.0,
+      "cohort": "writing|very_long|code=1|math=1|mc=0|intl=0"
+    },
+    {
+      "tier": 1,
+      "successes": 0.0,
+      "observations": 1.0,
+      "cohort": "writing|very_long|code=1|math=1|mc=1|intl=0"
+    },
+    {
+      "tier": 2,
+      "successes": 2.0,
+      "observations": 2.0,
+      "cohort": "writing|very_long|code=1|math=1|mc=1|intl=0"
+    },
+    {
+      "tier": 3,
+      "successes": 0.0,
+      "observations": 1.0,
+      "cohort": "writing|very_long|code=1|math=1|mc=1|intl=0"
+    }
+  ],
+  "domain_prior_mass": 200.0,
+  "cohort_prior_mass": 20.0,
+  "routing_threshold": 0.75,
+  "datasets": [
+    {
+      "name": "openbmb/UltraFeedback",
+      "url": "https://huggingface.co/datasets/openbmb/UltraFeedback",
+      "license": "MIT",
+      "rows": 255864,
+      "success_definition": "UltraFeedback overall_score >= 4"
+    }
+  ],
+  "success_definition": "UltraFeedback overall_score >= 4",
+  "split_method": "sha256(prompt): 70% train, 15% validation, 15% test"
+}
diff --git a/litellm/router_strategy/complexity_router/complexity_router.py b/litellm/router_strategy/complexity_router/complexity_router.py
index 577cee0920d..17e3d1256d0 100644
--- a/litellm/router_strategy/complexity_router/complexity_router.py
+++ b/litellm/router_strategy/complexity_router/complexity_router.py
@@ -26,13 +26,24 @@ from typing import TYPE_CHECKING, Any, Final, Literal, NamedTuple, cast
 from pydantic import BaseModel, create_model
 
 from litellm._logging import verbose_router_logger
-from litellm.constants import EMPTY_MAPPING, RETURN_RAW_MODEL_NAME_METADATA_KEY
+from litellm.constants import (
+    EMPTY_MAPPING,
+    INTERNAL_CALL_ORIGIN_METADATA_KEY,
+    RETURN_RAW_MODEL_NAME_METADATA_KEY,
+    SESSION_ID_GENERATED_METADATA_KEY,
+)
 from litellm.integrations.custom_logger import CustomLogger
 from litellm.litellm_core_utils.core_helpers import get_metadata_variable_name_from_kwargs
 from litellm.litellm_core_utils.internal_call_metadata import forwarded_internal_call_metadata
 from litellm.litellm_core_utils.prompt_templates.common_utils import request_contains_image_content
 from litellm.litellm_core_utils.sensitive_data_masker import mask_credentials_in_payload
 from litellm.llms.base_llm.base_utils import type_to_response_format_param
+from litellm.router_strategy.adaptive_router.classifier import classify_prompt
+from litellm.router_strategy.complexity_router.tier_predictor import (
+    TierSuccessPredictor,
+    resolve_tier_artifact,
+)
+from litellm.types.llms.openai import AllMessageValues
 from litellm.types.utils import (
     AUTOROUTER_CLASSIFIER_CALL_ORIGIN,
     ModelResponse,
@@ -742,7 +753,8 @@ def _decision_is_pinnable(decision: StandardLoggingRoutingDecision | None) -> bo
 
     A modality escalation is transient the same way: it describes what this one call carries (an
     image), not what the session's traffic looks like, and pinning it would hold every following
-    text turn on the vision-capable model the image forced.
+    text turn on the vision-capable model the image forced. A modality pin override is the same
+    fact on a session that already holds a pin, so it must not overwrite the pin it displaced.
     """
     return decision is None or (
         decision.get("cause")
@@ -751,6 +763,7 @@ def _decision_is_pinnable(decision: StandardLoggingRoutingDecision | None) -> bo
             "plan_mode",
             "housekeeping",
             "modality_escalation",
+            "modality_pin_override",
         )
         and not decision.get("context_escalated")
     )
@@ -790,9 +803,11 @@ class ClassificationOutcome(NamedTuple):
     signals: tuple[str, ...]
     cause: Literal[
         "heuristic_scorer",
+        "heuristic_v2",
         "reasoning_override",
         "llm_classifier",
         "heuristic_first_short_circuit",
+        "hybrid_short_circuit",
         "housekeeping",
         "classifier_plugin",
         "classifier_fallback",
@@ -978,6 +993,11 @@ class ComplexityRouter(CustomLogger):
             if llm_classifier_configured
             else None
         )
+        self._tier_success_predictor: TierSuccessPredictor | None = (
+            TierSuccessPredictor(resolve_tier_artifact(self.config.heuristic_v2_artifact))
+            if self.config.classifier_type == "heuristic_v2"
+            else None
+        )
 
         verbose_router_logger.debug("ComplexityRouter initialized for %s with tiers: %s", model_name, self.config.tiers)
 
@@ -1230,6 +1250,15 @@ class ComplexityRouter(CustomLogger):
 
         return tier, weighted_score, tuple(signals), "heuristic_scorer"
 
+    def _is_near_tier_boundary(self, score: float, margin: float) -> bool:
+        boundaries: Final = self._effective_tier_boundaries()
+        active_boundaries: Final = (
+            boundaries["simple_medium"],
+            boundaries["medium_complex"],
+            boundaries["complex_reasoning"],
+        )
+        return any(abs(score - boundary) <= margin for boundary in active_boundaries)
+
     def _effective_reasoning_override_min_score(self) -> float:
         """The score a request must reach before the reasoning-marker override may promote it.
 
@@ -1350,15 +1379,37 @@ class ComplexityRouter(CustomLogger):
         custom tier set, and classifier_fallback otherwise decides between the heuristic scorer and
         default_model. The outcome's `cause` reports which path actually ran.
         """
+        if self.config.classifier_type == "heuristic_v2":
+            return self._classify_with_heuristic_v2(prompt)
         if self.config.classifier_type == "custom":
             return await self._classify_with_plugin(prompt, system_prompt, request_kwargs, raw_messages)
         if self.config.classifier_type == "heuristic_first" and self.config.classifier_llm_config is not None:
             return await self._classify_heuristic_first(prompt, system_prompt, request_kwargs, messages)
+        if self.config.classifier_type == "hybrid" and self.config.classifier_llm_config is not None:
+            return await self._classify_hybrid(prompt, system_prompt, request_kwargs, messages)
         if self.config.classifier_type != "llm" or self.config.classifier_llm_config is None:
             tier, score, signals, cause = self._score_and_classify(prompt, system_prompt)
             return ClassificationOutcome(tier=tier, score=score, signals=signals, cause=cause)
         return await self._llm_classifier_outcome(prompt, system_prompt, request_kwargs, messages)
 
+    def _classify_with_heuristic_v2(self, prompt: str) -> ClassificationOutcome:
+        predictor: Final = self._tier_success_predictor
+        if predictor is None:
+            raise ValueError("heuristic v2 predictor is not configured")
+        request_type: Final = classify_prompt(prompt)
+        prediction: Final = predictor.predict(prompt, request_type)
+        tier: Final = TIER_SEVERITY_ORDER[prediction.required_tier - 1]
+        probability_signals: Final = tuple(
+            f"tier-probability:{candidate.value.lower()}={prediction.probabilities[index]:.6f}"
+            for index, candidate in enumerate(TIER_SEVERITY_ORDER, start=1)
+        )
+        return ClassificationOutcome(
+            tier=tier,
+            score=None,
+            signals=(f"request-type:{request_type.value}", *probability_signals),
+            cause="heuristic_v2",
+        )
+
     async def _classify_heuristic_first(
         self,
         prompt: str,
@@ -1387,6 +1438,29 @@ class ComplexityRouter(CustomLogger):
             return ClassificationOutcome(tier=tier, score=score, signals=signals, cause="heuristic_first_short_circuit")
         return await self._llm_classifier_outcome(prompt, system_prompt, request_kwargs, messages, scored=scored)
 
+    async def _classify_hybrid(
+        self,
+        prompt: str,
+        system_prompt: str | None,
+        request_kwargs: dict[str, Any] | None,  # mutable-ok: handed to _classify_with_llm as-is
+        messages: Sequence[Mapping[str, object]] | None,
+    ) -> ClassificationOutcome:
+        """Score locally, and only pay for the classifier when the score sits near a tier boundary.
+
+        Where heuristic_first asks how CHEAP the scorer's tier is, this asks how DECIDED it is, so a
+        confident score keeps its tier at every tier including the most expensive one. Two things make
+        a score undecided: landing within hybrid_boundary_margin of an active boundary, where a
+        hair's difference in score would have named the adjacent tier and its model pool, and firing
+        no dimension at all, which scores 0.0 and lands SIMPLE by default rather than by evidence.
+        """
+        tier, score, signals, cause = self._score_and_classify(prompt, system_prompt)
+        scored: Final = ClassificationOutcome(tier=tier, score=score, signals=signals, cause=cause)
+        margin: Final = self.config.hybrid_boundary_margin
+        decided: Final = margin is not None and bool(signals) and not self._is_near_tier_boundary(score, margin)
+        if decided:
+            return ClassificationOutcome(tier=tier, score=score, signals=signals, cause="hybrid_short_circuit")
+        return await self._llm_classifier_outcome(prompt, system_prompt, request_kwargs, messages, scored=scored)
+
     async def _llm_classifier_outcome(
         self,
         prompt: str,
@@ -1596,20 +1670,27 @@ class ComplexityRouter(CustomLogger):
         )
 
         request_metadata = (request_kwargs or {}).get("litellm_metadata") or (request_kwargs or {}).get("metadata")
-        metadata: Final = forwarded_internal_call_metadata(request_metadata, AUTOROUTER_CLASSIFIER_CALL_ORIGIN)
+        metadata: Final = {  # mutable-ok: SDK metadata kwarg is enriched by the request pipeline
+            **forwarded_internal_call_metadata(request_metadata, AUTOROUTER_CLASSIFIER_CALL_ORIGIN),
+            INTERNAL_CALL_ORIGIN_METADATA_KEY: AUTOROUTER_CLASSIFIER_CALL_ORIGIN,
+        }
         turn_off_message_logging: Final = _effective_turn_off_message_logging(request_kwargs)
 
-        messages_for_call: Final = [
+        messages_for_call: Final[list[AllMessageValues]] = [  # mutable-ok: SDK request payload list is built once
             {"role": "system", "content": classifier_system_prompt},
             {"role": "user", "content": user_payload},
         ]
         response_format: Final = classifier_response_format
+        classifier_call_params: Mapping[str, str] = EMPTY_MAPPING
+        if llm_config.reasoning_effort is not None:
+            classifier_call_params = MappingProxyType({"reasoning_effort": llm_config.reasoning_effort})
 
         proxy_server_request: Final = {
             "body": {
                 "model": llm_config.model,
                 "messages": messages_for_call,
                 "response_format": response_format,
+                **classifier_call_params,
             }
         }
 
@@ -1621,6 +1702,7 @@ class ComplexityRouter(CustomLogger):
             metadata=metadata,
             proxy_server_request=proxy_server_request,
             turn_off_message_logging=turn_off_message_logging,
+            **classifier_call_params,
             **_parent_session_kwargs(request_kwargs),
         )
         content: Final = response.choices[0].message.content
@@ -2323,8 +2405,11 @@ class ComplexityRouter(CustomLogger):
         """Replace a routed model that cannot accept this request's image input.
 
         The single modality owner, applied to the decided response at the hook's exits so every
-        routing path is covered uniformly. A KEPT session pin is exempt by design (its cause);
-        replacement picks and every other path are just responses. The re-placement walks
+        routing path is covered uniformly. A KEPT session pin is exempt by design (its cause)
+        unless modality_pin_override is set, in which case the image turn is re-placed and reported
+        as modality_pin_override while the stored pin, written upstream from the session's own
+        model, is left for the next text turn; replacement picks and every other path are just
+        responses. The re-placement walks
         UPWARD-ONLY from the decision's tier (so a plan-mode floor can never be undercut), picks
         through `_pick_model_for_tier` so routing plugins still apply, then falls to
         default_model (never on plugin routers, and never on a plan-floored decision, since
@@ -2337,7 +2422,11 @@ class ComplexityRouter(CustomLogger):
             not self.config.modality_routing
             or not resolved_messages
             or response.model is None
-            or (decision is not None and decision.get("cause") == "session_affinity_pin")
+            or (
+                decision is not None
+                and decision.get("cause") == "session_affinity_pin"
+                and not self.config.modality_pin_override
+            )
             or not request_contains_image_content(resolved_messages)
             or self._model_accepts_image_input(response.model)
         ):
@@ -2379,6 +2468,10 @@ class ComplexityRouter(CustomLogger):
         self._restamp_adaptive_choice(request_kwargs, response.model, new_model)
         same_tier: Final = capable is not None and decided == capable
         base_cause: Final = (decision.get("cause") if decision is not None else None) or "default_fallback"
+        # Reaching here on a kept pin means modality_pin_override is on, since the guard above
+        # returns otherwise. The model moved off the pin even on a same-tier repick, so reporting
+        # the pin's own cause would claim the session's model served a request it did not.
+        displaced_pin: Final = base_cause == "session_affinity_pin"
         displaced_default: Final = decided is None and response.model == self.config.default_model
         markers: Final = (
             "modality:image",
@@ -2388,7 +2481,7 @@ class ComplexityRouter(CustomLogger):
         old_signals: Final = tuple(decision.get("signals") or ()) if decision is not None else ()
         new_decision: Final = self._build_routing_decision(
             routed_model=new_model,
-            cause=base_cause if same_tier else "modality_escalation",
+            cause="modality_pin_override" if displaced_pin else (base_cause if same_tier else "modality_escalation"),
             tier=new_tier,
             score=decision.get("score") if decision is not None else None,
             signals=(*old_signals, *markers),
@@ -2646,7 +2739,7 @@ class ComplexityRouter(CustomLogger):
         """Resolve a client-supplied session_id."""
         for metadata in ComplexityRouter._iter_metadata_dicts(request_kwargs):
             session_id = metadata.get("session_id")
-            if session_id is not None:
+            if session_id is not None and not metadata.get(SESSION_ID_GENERATED_METADATA_KEY):
                 return str(session_id)
         return None
 
diff --git a/litellm/router_strategy/complexity_router/config.py b/litellm/router_strategy/complexity_router/config.py
index 70aeecb31c6..70c1b281e31 100644
--- a/litellm/router_strategy/complexity_router/config.py
+++ b/litellm/router_strategy/complexity_router/config.py
@@ -12,8 +12,11 @@ from typing import Annotated, Final, Literal
 
 from pydantic import BaseModel, ConfigDict, Field, SkipValidation, field_serializer, field_validator, model_validator
 
+from litellm.types.llms.openai import REASONING_EFFORT
 from litellm.types.router import AdaptiveRouterWeights, ClassifierPlugin, RoutingPlugin
 
+from .tier_predictor import TrainedTierArtifact
+
 
 class ComplexityTier(str, Enum):
     """Complexity tiers for routing decisions."""
@@ -41,7 +44,7 @@ DEFAULT_CLASSIFICATION_RUBRIC: Final[ClassificationRubric] = ClassificationRubri
 # The classifier_type values that can call classifier_llm_config.model. Every consumer asking
 # "is the classifier model a real dependency of this router" resolves it here, including the ones
 # that only hold the raw config mapping and cannot reach ComplexityRouterConfig.uses_llm_classifier.
-LLM_CLASSIFIER_TYPES: Final[frozenset[str]] = frozenset({"llm", "heuristic_first"})
+LLM_CLASSIFIER_TYPES: Final[frozenset[str]] = frozenset({"llm", "heuristic_first", "hybrid"})
 
 
 TIER_SEVERITY_ORDER: Final[tuple[ComplexityTier, ...]] = (
@@ -430,6 +433,13 @@ class ClassifierLLMConfig(BaseModel):
     model: str = Field(
         description="Model name (from the router's model_list) to call for classification",
     )
+    reasoning_effort: REASONING_EFFORT | None = Field(
+        default=None,
+        description=(
+            "Reasoning effort override for classifier calls. Leave unset to use "
+            "the classifier deployment or provider default."
+        ),
+    )
     timeout_ms: int = Field(
         default=3000,
         description="Timeout budget for the classification call, in milliseconds",
@@ -625,17 +635,28 @@ class ComplexityRouterConfig(BaseModel):
     )
 
     # Classifier strategy
-    classifier_type: Literal["heuristic", "llm", "custom", "heuristic_first"] = Field(
+    classifier_type: Literal["heuristic", "heuristic_v2", "llm", "custom", "heuristic_first", "hybrid"] = Field(
         default="heuristic",
         description=(
-            "Classification strategy: local regex/keyword scoring, an LLM call, a custom classifier "
-            "plugin, or 'heuristic_first', which scores locally and only pays for the LLM classifier "
-            "when the local scorer does not confidently land a cheap tier"
+            "Classification strategy: local regex/keyword scoring, the bundled trained four-tier heuristic, "
+            "an LLM call, a custom classifier plugin, 'heuristic_first', which scores locally and only pays "
+            "for the LLM classifier when the local scorer does not confidently land a cheap tier, or 'hybrid', "
+            "which trusts the local scorer everywhere except when its score lands near a tier boundary"
+        ),
+    )
+    heuristic_v2_artifact: TrainedTierArtifact | Literal["ultrafeedback"] = Field(
+        default="ultrafeedback",
+        description=(
+            "Success-probability artifact used by classifier_type 'heuristic_v2'. The bundled "
+            "UltraFeedback artifact is selected by default; an inline trained artifact may replace it"
         ),
     )
     classifier_llm_config: ClassifierLLMConfig | None = Field(
         default=None,
-        description="Configuration for the LLM classifier; required when classifier_type is 'llm' or 'heuristic_first'",
+        description=(
+            "Configuration for the LLM classifier; required when classifier_type is 'llm', "
+            "'heuristic_first' or 'hybrid'"
+        ),
     )
     heuristic_first_max_tier: str | None = Field(
         default=None,
@@ -650,6 +671,19 @@ class ComplexityRouterConfig(BaseModel):
             "may not name the highest one, since that would make the LLM classifier unreachable."
         ),
     )
+    hybrid_boundary_margin: float | None = Field(
+        default=None,
+        ge=0,
+        le=1,
+        description=(
+            "How close to a tier boundary a heuristic score has to land before the LLM classifier breaks the "
+            "tie; required when classifier_type is 'hybrid' and rejected otherwise. Everything further than "
+            "this from every active boundary routes on the scorer's own tier with no classifier call, at any "
+            "tier, which is what separates 'hybrid' from 'heuristic_first' and its cheap-tier ceiling. A "
+            "prompt where no dimension fired still goes to the classifier, since the scorer has no opinion "
+            "to be near a boundary with. 0 escalates only scores sitting exactly on a boundary."
+        ),
+    )
     classifier_plugin: ClassifierPlugin | None = Field(
         default=None,
         description=(
@@ -857,7 +891,20 @@ class ComplexityRouterConfig(BaseModel):
             "a routed model explicitly declared supports_vision false (deployment model_info "
             "or the model cost map; unmapped names stay routable) is replaced by the nearest "
             "HIGHER tier holding a capable model, then default_model, else a clear 400. A kept "
-            "session-affinity pin still wins even when an image arrives."
+            "session-affinity pin still wins even when an image arrives, unless "
+            "modality_pin_override is also enabled."
+        ),
+    )
+    modality_pin_override: bool = Field(
+        default=False,
+        description=(
+            "Let modality_routing replace a kept session-affinity pin on the turns that carry an "
+            "image. Without this, a session pinned to a text-only model fails every image turn with "
+            "a provider 400, since the pin is exempt from the modality gate. When enabled, such a "
+            "turn routes to a capable model for that request only and the stored pin is left "
+            "untouched, so the next text turn replays the session's own model; the override is "
+            "reported as cause modality_pin_override and is never itself pinned. Inert unless "
+            "modality_routing is also enabled."
         ),
     )
 
@@ -1126,6 +1173,23 @@ class ComplexityRouterConfig(BaseModel):
             )
         return self
 
+    @model_validator(mode="after")
+    def _validate_hybrid_boundary_margin(self) -> "ComplexityRouterConfig":
+        if self.classifier_type != "hybrid":
+            if self.hybrid_boundary_margin is not None:
+                raise ValueError(
+                    f"hybrid_boundary_margin is set but classifier_type is {self.classifier_type!r}; "
+                    "the scorer would never consult the classifier on a near-boundary score. Set "
+                    "classifier_type 'hybrid' or remove hybrid_boundary_margin"
+                )
+            return self
+        if self.hybrid_boundary_margin is None:
+            raise ValueError(
+                "hybrid_boundary_margin is required when classifier_type is 'hybrid': without a margin no "
+                "score is ever near enough to a boundary to escalate, which is classifier_type 'heuristic'"
+            )
+        return self
+
     @field_validator("fallback_tier")
     @classmethod
     def _reject_blank_optional_text(cls, value: str | None) -> str | None:
@@ -1248,10 +1312,10 @@ class ComplexityRouterConfig(BaseModel):
         )
         if duplicated:
             raise ValueError(f"tier_definitions names must be unique (case-insensitive): {', '.join(duplicated)}")
-        if self.classifier_type in ("heuristic", "heuristic_first"):
+        if self.classifier_type in ("heuristic", "heuristic_v2", "heuristic_first", "hybrid"):
             raise ValueError(
                 "tier_definitions requires classifier_type 'llm' or 'custom': the heuristic scorer only "
-                "produces the built-in tiers"
+                "produces the four built-in tiers, as does heuristic_v2"
             )
         conflicts: Final = self._tier_definition_conflicts()
         if conflicts:
diff --git a/litellm/router_strategy/complexity_router/tier_predictor.py b/litellm/router_strategy/complexity_router/tier_predictor.py
new file mode 100644
index 00000000000..764f6e6ad56
--- /dev/null
+++ b/litellm/router_strategy/complexity_router/tier_predictor.py
@@ -0,0 +1,156 @@
+from __future__ import annotations
+
+import re
+from collections.abc import Mapping
+from dataclasses import dataclass
+from pathlib import Path
+from types import MappingProxyType
+from typing import Final, Literal
+
+from pydantic import BaseModel, Field, model_validator
+
+from litellm.types.router import RequestType
+
+
+class TierGlobalStatistic(BaseModel):
+    tier: int = Field(ge=1, le=4)
+    successes: float = Field(ge=0.0)
+    observations: float = Field(gt=0.0)
+
+    @model_validator(mode="after")
+    def _successes_do_not_exceed_observations(self) -> TierGlobalStatistic:
+        if self.successes > self.observations:
+            raise ValueError("successes cannot exceed observations")
+        return self
+
+
+class TierDomainStatistic(TierGlobalStatistic):
+    request_type: RequestType
+
+
+class TierCohortStatistic(TierGlobalStatistic):
+    cohort: str = Field(min_length=1)
+
+
+class TierDataset(BaseModel):
+    name: str = Field(min_length=1)
+    url: str = Field(min_length=1)
+    license: str = Field(min_length=1)
+    rows: int = Field(gt=0)
+    success_definition: str = Field(default="quality score meets the dataset success threshold", min_length=1)
+
+
+class TrainedTierArtifact(BaseModel):
+    schema_version: Literal[1] = 1
+    global_statistics: tuple[TierGlobalStatistic, ...]
+    domain_statistics: tuple[TierDomainStatistic, ...] = ()
+    cohort_statistics: tuple[TierCohortStatistic, ...] = ()
+    domain_prior_mass: float = Field(default=200.0, gt=0.0)
+    cohort_prior_mass: float = Field(default=20.0, gt=0.0)
+    routing_threshold: float = Field(default=0.75, ge=0.0, le=1.0)
+    datasets: tuple[TierDataset, ...] = ()
+    success_definition: str = Field(default="quality score meets the dataset success threshold", min_length=1)
+    split_method: str = Field(default="sha256(prompt): 70% train, 15% validation, 15% test", min_length=1)
+
+    @model_validator(mode="after")
+    def _statistics_are_unique(self) -> TrainedTierArtifact:
+        global_tiers: Final = tuple(stat.tier for stat in self.global_statistics)
+        if frozenset(global_tiers) != frozenset((1, 2, 3, 4)) or len(global_tiers) != 4:
+            raise ValueError("global statistics must contain each tier exactly once")
+        domain_keys: Final = tuple((stat.request_type, stat.tier) for stat in self.domain_statistics)
+        if len(domain_keys) != len(frozenset(domain_keys)):
+            raise ValueError("domain statistics must contain unique request_type and tier pairs")
+        cohort_keys: Final = tuple((stat.cohort, stat.tier) for stat in self.cohort_statistics)
+        if len(cohort_keys) != len(frozenset(cohort_keys)):
+            raise ValueError("cohort statistics must contain unique cohort and tier pairs")
+        return self
+
+
+_CODE_PATTERN: Final = re.compile(
+    r"```|\b(def|class|function|python|javascript|typescript|sql|code)\b",
+    re.IGNORECASE,
+)
+_MATH_PATTERN: Final = re.compile(
+    r"\b(solve|calculate|equation|probability|theorem|proof|integral)\b|[$=]",
+    re.IGNORECASE,
+)
+_MULTIPLE_CHOICE_PATTERN: Final = re.compile(r"(?:^|\s)[A-D][.)]\s")
+_TIERS: Final = (1, 2, 3, 4)
+_BUILTIN_ARTIFACTS: Final = MappingProxyType({"ultrafeedback": "ultrafeedback_tiers.json"})
+
+
+def resolve_tier_artifact(artifact: TrainedTierArtifact | str) -> TrainedTierArtifact:
+    if isinstance(artifact, TrainedTierArtifact):
+        return artifact
+    filename: Final = _BUILTIN_ARTIFACTS.get(artifact)
+    if filename is None:
+        raise ValueError(f"unknown complexity router tier artifact: {artifact}")
+    path: Final = Path(__file__).with_name("artifacts") / filename
+    return TrainedTierArtifact.model_validate_json(path.read_text())
+
+
+def similarity_cohort(prompt: str, request_type: RequestType) -> str:
+    length: Final = len(prompt)
+    length_bucket: Final = (
+        "short" if length < 200 else "medium" if length < 800 else "long" if length < 2000 else "very_long"
+    )
+    code: Final = int(bool(_CODE_PATTERN.search(prompt)))
+    math: Final = int(bool(_MATH_PATTERN.search(prompt)))
+    multiple_choice: Final = int(bool(_MULTIPLE_CHOICE_PATTERN.search(prompt)))
+    non_ascii: Final = int(sum(ord(character) > 127 for character in prompt) / max(1, length) > 0.1)
+    return f"{request_type.value}|{length_bucket}|code={code}|math={math}|mc={multiple_choice}|intl={non_ascii}"
+
+
+@dataclass(frozen=True, slots=True)
+class TierPrediction:
+    probabilities: Mapping[int, float]
+    required_tier: int
+
+
+class TierSuccessPredictor:
+    def __init__(self, artifact: TrainedTierArtifact) -> None:
+        self._artifact = artifact
+        self._global: Mapping[int, TierGlobalStatistic] = MappingProxyType(
+            {stat.tier: stat for stat in artifact.global_statistics}
+        )
+        self._domain: Mapping[tuple[RequestType, int], TierDomainStatistic] = MappingProxyType(
+            {(stat.request_type, stat.tier): stat for stat in artifact.domain_statistics}
+        )
+        self._cohort: Mapping[tuple[str, int], TierCohortStatistic] = MappingProxyType(
+            {(stat.cohort, stat.tier): stat for stat in artifact.cohort_statistics}
+        )
+
+    @property
+    def routing_threshold(self) -> float:
+        return self._artifact.routing_threshold
+
+    def predict(self, prompt: str, request_type: RequestType) -> TierPrediction:
+        cohort: Final = similarity_cohort(prompt, request_type)
+        raw: Final = tuple(self._probability(tier, request_type, cohort) for tier in _TIERS)
+        monotonic: Final = tuple(max(raw[:index]) for index in range(1, len(raw) + 1))
+        probabilities: Final[Mapping[int, float]] = MappingProxyType(
+            {int(tier): probability for tier, probability in zip(_TIERS, monotonic)}
+        )
+        required_tier: Final = next(
+            (tier for tier in _TIERS if probabilities[tier] >= self._artifact.routing_threshold),
+            4,
+        )
+        return TierPrediction(probabilities=probabilities, required_tier=required_tier)
+
+    def _probability(self, tier: int, request_type: RequestType, cohort: str) -> float:
+        global_stat: Final = self._global[tier]
+        global_mean: Final = (global_stat.successes + 1.0) / (global_stat.observations + 2.0)
+        domain_stat: Final = self._domain.get((request_type, tier))
+        domain_mean: Final = self._posterior_mean(domain_stat, self._artifact.domain_prior_mass, global_mean)
+        cohort_stat: Final = self._cohort.get((cohort, tier))
+        return self._posterior_mean(cohort_stat, self._artifact.cohort_prior_mass, domain_mean)
+
+    @staticmethod
+    def _posterior_mean(
+        statistic: TierGlobalStatistic | None,
+        prior_mass: float,
+        prior_mean: float,
+    ) -> float:
+        if statistic is None:
+            return prior_mean
+        return (statistic.successes + prior_mass * prior_mean) / (statistic.observations + prior_mass)
diff --git a/litellm/router_utils/fallback_event_handlers.py b/litellm/router_utils/fallback_event_handlers.py
index 924574537f3..601b32c4386 100644
--- a/litellm/router_utils/fallback_event_handlers.py
+++ b/litellm/router_utils/fallback_event_handlers.py
@@ -8,6 +8,7 @@ from typing import TYPE_CHECKING, Any, Final
 import litellm
 from litellm._logging import verbose_router_logger
 from litellm.integrations.custom_logger import CustomLogger
+from litellm.litellm_core_utils.core_helpers import get_metadata_variable_name_from_kwargs
 from litellm.litellm_core_utils.sensitive_data_masker import mask_sensitive_structure
 from litellm.router_utils.add_retry_fallback_headers import (
     add_fallback_headers_to_response,
@@ -214,6 +215,124 @@ def _check_stripped_model_group(model_group: str, fallback_key: str) -> bool:
     return False
 
 
+PRE_ROUTING_SELECTED_MODEL_KEY: Final = "pre_routing_selected_model"
+_ROUTER_METADATA_BUCKETS: Final = ("metadata", "litellm_metadata")
+
+
+def record_pre_routing_selection(request_kwargs: Mapping[str, Any] | None, selected_model: str) -> None:
+    """
+    Remember which model a pre-routing hook picked, so fallback lookup can key off it.
+
+    Fallback resolution runs on an outer kwargs dict that ``**kwargs`` already copied, so
+    writing the model there is invisible by the time routing picks a tier. The metadata
+    buckets are nested dicts shared by reference across those copies, which is how the
+    router already carries values back up.
+
+    The write goes through the proxy-internal bucket resolver, never into both buckets:
+    on /v1/messages the top-level ``metadata`` dict is the provider's own request field,
+    so a blanket write would forward the tier stamp upstream.
+    """
+    if request_kwargs is None:
+        return
+    bucket: Final = request_kwargs.get(get_metadata_variable_name_from_kwargs(request_kwargs))
+    if isinstance(bucket, dict):
+        bucket[PRE_ROUTING_SELECTED_MODEL_KEY] = selected_model
+
+
+def clear_pre_routing_selection(request_kwargs: Mapping[str, object] | None) -> None:
+    """
+    Drop any selection the router did not make itself on this hop.
+
+    The buckets carry whatever the caller sent, so an inbound value is the caller
+    choosing a fallback chain rather than the router choosing a tier. A fallback hop
+    also inherits the previous hop's selection, which would key its own failure off
+    the tier that already failed. Clearing at the start of every hop leaves only a
+    value the pre-routing hook wrote while routing that hop.
+    """
+    if request_kwargs is None:
+        return
+    for bucket in (request_kwargs.get(name) for name in _ROUTER_METADATA_BUCKETS):
+        if isinstance(bucket, dict) and PRE_ROUTING_SELECTED_MODEL_KEY in bucket:
+            del bucket[PRE_ROUTING_SELECTED_MODEL_KEY]
+
+
+def get_pre_routing_selection(kwargs: Mapping[str, Any]) -> str | None:
+    """The model a pre-routing hook selected for this request, if one did."""
+    buckets: Final = (kwargs.get(name) for name in _ROUTER_METADATA_BUCKETS)
+    selections: Final = (bucket.get(PRE_ROUTING_SELECTED_MODEL_KEY) for bucket in buckets if isinstance(bucket, dict))
+    return next((selected for selected in selections if isinstance(selected, str) and selected), None)
+
+
+DISABLE_FALLBACKS_METADATA_KEY: Final = "_disable_fallbacks"
+
+
+def record_disable_fallbacks(request_kwargs: Mapping[str, Any] | None, disabled: bool) -> None:
+    """
+    Write-or-clear the request's disable_fallbacks verdict into the router-internal metadata
+    bucket. The wrapper pops the raw kwarg before any downstream frame runs, so the refusal
+    gate (which decides whether to convert a refusal into a recoverable error) needs this
+    carrier to know recovery is impossible.
+    """
+    from litellm.litellm_core_utils.core_helpers import get_metadata_variable_name_from_kwargs
+
+    if request_kwargs is None:
+        return
+    bucket: Final = request_kwargs.get(get_metadata_variable_name_from_kwargs(request_kwargs))
+    if not isinstance(bucket, dict):
+        return
+    if disabled:
+        bucket[DISABLE_FALLBACKS_METADATA_KEY] = True
+    else:
+        bucket.pop(DISABLE_FALLBACKS_METADATA_KEY, None)
+
+
+def fallbacks_disabled_for_request(kwargs: Mapping[str, Any]) -> bool:
+    """True when this request opted out of fallbacks, read from the raw kwarg (pre-pop
+    snapshots keep it) or the router-internal bucket the wrapper stamps after popping it."""
+    if kwargs.get("disable_fallbacks") is True:
+        return True
+    buckets: Final = (kwargs.get(name) for name in _ROUTER_METADATA_BUCKETS)
+    return any(isinstance(bucket, dict) and bucket.get(DISABLE_FALLBACKS_METADATA_KEY) is True for bucket in buckets)
+
+
+def fallback_lookup_groups(kwargs: Mapping[str, Any], model_group: str | None) -> tuple[str, ...]:
+    """
+    Ordered keys for resolving a fallback chain: the tier a pre-routing hook selected wins,
+    then the routed group, then the requested group. The routed group differs when Claude Code
+    session affinity remaps a subagent's concrete model to its bound router.
+    """
+    metadata: Final = kwargs.get(get_metadata_variable_name_from_kwargs(kwargs))
+    routed_group_value: Final = metadata.get("model_group") if isinstance(metadata, Mapping) else None
+    routed_group: Final = routed_group_value if isinstance(routed_group_value, str) else None
+    ordered: Final = (get_pre_routing_selection(kwargs), routed_group, model_group)
+    return tuple(dict.fromkeys(group for group in ordered if group))
+
+
+def _resolved_a_specific_chain(
+    fallbacks: list[Any],  # mutable-ok: mirrors get_fallback_model_group's contract
+    result: tuple[list[str] | None, int | None],  # mutable-ok: mirrors get_fallback_model_group's contract
+) -> bool:
+    resolved, generic_idx = result
+    if resolved is None:
+        return False
+    return generic_idx is None or resolved is not fallbacks[generic_idx]["*"]
+
+
+def get_fallback_model_group_for_lookup_groups(
+    fallbacks: list[Any],  # mutable-ok: mirrors get_fallback_model_group's contract
+    lookup_groups: tuple[str, ...],
+) -> tuple[list[str] | None, int | None]:  # mutable-ok: mirrors get_fallback_model_group's contract
+    """
+    First lookup group with a specifically-keyed chain wins; the generic "*" chain applies
+    only after every group missed, so a catch-all cannot shadow a later group's own chain.
+    """
+    results: Final = tuple(get_fallback_model_group(fallbacks=fallbacks, model_group=group) for group in lookup_groups)
+    specific: Final = next((result for result in results if _resolved_a_specific_chain(fallbacks, result)), None)
+    if specific is not None:
+        return specific
+    return next((result for result in results if result[0] is not None), (None, None))
+
+
 def get_fallback_model_group(fallbacks: list[Any], model_group: str) -> tuple[list[str] | None, int | None]:
     """
     Returns:
@@ -385,10 +504,11 @@ async def run_async_fallback(
     attempted: Final = (
         carried_targets if isinstance(carried_targets, AttemptedFallbackTargets) else AttemptedFallbackTargets()
     )
-    attempted.record(original_model_group)
+    failed_model_group: Final = get_pre_routing_selection(kwargs) or original_model_group
+    attempted.record(failed_model_group)
 
     for mg in fallback_model_group:
-        if mg == original_model_group:
+        if mg == failed_model_group:
             continue
         if same_model_group_only and _get_fallback_target_model_group(mg) != original_model_group:
             verbose_router_logger.info(
@@ -412,6 +532,7 @@ async def run_async_fallback(
             # LOGGING
             kwargs = litellm_router.log_retry(kwargs=kwargs, e=original_exception)
             verbose_router_logger.info("Falling back to model_group = %s", mask_sensitive_structure(mg))
+            kwargs.pop("_target_order", None)  # rebind-ok: next hop must not inherit the previous order target
             if isinstance(mg, str):
                 kwargs["model"] = mg
             elif isinstance(mg, dict):
diff --git a/litellm/router_utils/pattern_match_deployments.py b/litellm/router_utils/pattern_match_deployments.py
index 0d5ef01bc04..0775e0a4039 100644
--- a/litellm/router_utils/pattern_match_deployments.py
+++ b/litellm/router_utils/pattern_match_deployments.py
@@ -8,7 +8,7 @@ from re import Match
 from typing import Final
 
 from litellm._logging import verbose_router_logger
-from litellm.litellm_core_utils.get_llm_provider_logic import get_llm_provider
+from litellm.litellm_core_utils.get_llm_provider_logic import declared_authenticating_provider, get_llm_provider
 
 
 class PatternUtils:
@@ -204,7 +204,7 @@ class PatternMatchRouter:
 
         return litellm_deployment_litellm_model
 
-    def get_pattern(self, model: str, custom_llm_provider: str | None = None) -> list[dict] | None:
+    def get_pattern(self, model: str | None, custom_llm_provider: str | None = None) -> list[dict] | None:
         """
         Check if a pattern exists for the given model and custom llm provider
 
@@ -215,18 +215,17 @@ class PatternMatchRouter:
         Returns:
             bool: True if pattern exists, False otherwise
         """
-        if custom_llm_provider is None:
-            try:
-                (
-                    _,
-                    custom_llm_provider,
-                    _,
-                    _,
-                ) = get_llm_provider(model=model)
-            except Exception:
-                # get_llm_provider raises exception when provider is unknown
-                pass
-        return self.route(model) or self.route(f"{custom_llm_provider}/{model}")
+        provider: Final = (
+            custom_llm_provider or declared_authenticating_provider(model) or self._resolved_provider(model)
+        )
+        return self.route(model) or self.route(f"{provider}/{model}")
+
+    @staticmethod
+    def _resolved_provider(model: str | None) -> str | None:
+        try:
+            return get_llm_provider(model=model)[1] if model else None
+        except Exception:  # noqa: BLE001  # get_llm_provider raises when the provider is unknown; the name then routes as-is
+            return None
 
     def get_deployments_by_pattern(self, model: str, custom_llm_provider: str | None = None) -> list[dict]:
         """
diff --git a/litellm/router_utils/pre_call_checks/deployment_affinity_check.py b/litellm/router_utils/pre_call_checks/deployment_affinity_check.py
index 7fb90ab89de..6f3ea8eb78a 100644
--- a/litellm/router_utils/pre_call_checks/deployment_affinity_check.py
+++ b/litellm/router_utils/pre_call_checks/deployment_affinity_check.py
@@ -21,7 +21,7 @@ from typing_extensions import TypedDict
 
 from litellm._logging import verbose_router_logger
 from litellm.caching.dual_cache import DualCache
-from litellm.constants import SESSION_DEPLOYMENT_AFFINITY_TTL_METADATA_KEY
+from litellm.constants import SESSION_DEPLOYMENT_AFFINITY_TTL_METADATA_KEY, SESSION_ID_GENERATED_METADATA_KEY
 from litellm.integrations.custom_logger import CustomLogger, Span
 from litellm.responses.utils import ResponsesAPIRequestUtils
 from litellm.types.llms.openai import AllMessageValues
@@ -82,6 +82,7 @@ class DeploymentAffinityCheck(CustomLogger):
     """
 
     CACHE_KEY_PREFIX = "deployment_affinity:v1"
+    USER_ID_AFFINITY_PREFIX: Final = "user_id:"
 
     def __init__(
         self,
@@ -253,19 +254,10 @@ class DeploymentAffinityCheck(CustomLogger):
         hashed_user_key: Final = cls._hash_user_key(user_key) if user_key is not None else "unscoped"
         return f"{cls.CACHE_KEY_PREFIX}:session:{model_group}:{hashed_user_key}:{session_id}"
 
-    @staticmethod
-    def _get_user_key_from_metadata_dict(metadata: dict) -> str | None:
-        # NOTE: affinity is keyed on the *API key hash* provided by the proxy (not the
-        # OpenAI `user` parameter, which is an end-user identifier).
-        user_key: Final = metadata.get("user_api_key_hash")
-        if user_key is None:
-            return None
-        return str(user_key)
-
     @staticmethod
     def _get_session_id_from_metadata_dict(metadata: dict) -> str | None:
         session_id: Final = metadata.get("session_id")
-        if session_id is None:
+        if session_id is None or metadata.get(SESSION_ID_GENERATED_METADATA_KEY):
             return None
         return str(session_id)
 
@@ -285,22 +277,30 @@ class DeploymentAffinityCheck(CustomLogger):
         return metadata_dicts
 
     @staticmethod
-    def _get_user_key_from_request_kwargs(request_kwargs: dict) -> str | None:
+    def _first_metadata_value(metadata_dicts: Sequence[dict], key: str) -> str | None:
+        value: Final = next((metadata[key] for metadata in metadata_dicts if metadata.get(key) is not None), None)
+        return None if value is None else str(value)
+
+    @classmethod
+    def _get_user_key_from_request_kwargs(cls, request_kwargs: dict) -> str | None:
         """
         Extract a stable affinity key from request kwargs.
 
-        Source (proxy): `metadata.user_api_key_hash`
+        Source (proxy): `metadata.user_api_key_hash` for virtual-key callers. JWT-authenticated
+        callers carry no key hash, so their `metadata.user_api_key_user_id` stands in for it,
+        namespaced under `USER_ID_AFFINITY_PREFIX` so a user id can never alias a key hash.
 
         Note: the OpenAI `user` parameter is an end-user identifier and is intentionally
         not used for deployment affinity.
         """
-        # Check metadata dicts (Proxy usage)
-        for metadata in DeploymentAffinityCheck._iter_metadata_dicts(request_kwargs):
-            user_key = DeploymentAffinityCheck._get_user_key_from_metadata_dict(metadata=metadata)
-            if user_key is not None:
-                return user_key
-
-        return None
+        metadata_dicts: Final = cls._iter_metadata_dicts(request_kwargs)
+        user_api_key_hash: Final = cls._first_metadata_value(metadata_dicts, "user_api_key_hash")
+        if user_api_key_hash is not None:
+            return user_api_key_hash
+        user_id: Final = cls._first_metadata_value(metadata_dicts, "user_api_key_user_id")
+        if user_id is None:
+            return None
+        return f"{cls.USER_ID_AFFINITY_PREFIX}{user_id}"
 
     @staticmethod
     def _get_session_id_from_request_kwargs(request_kwargs: dict) -> str | None:
@@ -427,6 +427,8 @@ class DeploymentAffinityCheck(CustomLogger):
         """
         request_kwargs = request_kwargs or {}
         typed_healthy_deployments: Final = cast(list[dict], healthy_deployments)
+        if request_kwargs.get("_target_order") is not None:
+            return typed_healthy_deployments
 
         (
             enable_user_key,
@@ -531,9 +533,9 @@ class DeploymentAffinityCheck(CustomLogger):
             return typed_healthy_deployments
 
         verbose_router_logger.debug(
-            "DeploymentAffinityCheck: api-key affinity hit -> deployment=%s user_key=%s",
+            "DeploymentAffinityCheck: caller affinity hit -> deployment=%s user_key=%s",
             model_id,
-            self._shorten_for_logs(user_key),
+            self._shorten_for_logs(self._hash_user_key(user_key)),
         )
         return [deployment]
 
@@ -624,7 +626,7 @@ class DeploymentAffinityCheck(CustomLogger):
                         deployment_model_name,
                         model_id,
                         self.ttl_seconds,
-                        self._shorten_for_logs(user_key),
+                        self._shorten_for_logs(self._hash_user_key(user_key)),
                     )
                 else:
                     verbose_router_logger.debug(
diff --git a/litellm/router_utils/pre_call_checks/prompt_caching_deployment_check.py b/litellm/router_utils/pre_call_checks/prompt_caching_deployment_check.py
index 6e8406b2ec7..0788c8db710 100644
--- a/litellm/router_utils/pre_call_checks/prompt_caching_deployment_check.py
+++ b/litellm/router_utils/pre_call_checks/prompt_caching_deployment_check.py
@@ -58,6 +58,9 @@ class PromptCachingDeploymentCheck(CustomLogger):
         request_kwargs: dict | None = None,
         parent_otel_span: Span | None = None,
     ) -> list[dict]:
+        if request_kwargs is not None and request_kwargs.get("_target_order") is not None:
+            return healthy_deployments
+
         if messages is not None and is_prompt_caching_valid_prompt(
             messages=messages,
             model=model,
diff --git a/litellm/router_utils/search_api_router.py b/litellm/router_utils/search_api_router.py
index d96defbbcd6..ab5ef5853c9 100644
--- a/litellm/router_utils/search_api_router.py
+++ b/litellm/router_utils/search_api_router.py
@@ -9,6 +9,7 @@ import random
 import traceback
 from collections.abc import Callable
 from functools import partial
+from types import MappingProxyType
 from typing import Any, Final
 
 from litellm._logging import verbose_router_logger
@@ -214,6 +215,15 @@ class SearchAPIRouter:
             api_key, api_base = SearchAPIRouter._resolve_search_provider_credentials(
                 tool_litellm_params=litellm_params,
             )
+            protected_params: Final = frozenset(("search_provider", "api_key", "api_base"))
+            search_params: Final = MappingProxyType(
+                {
+                    key: value
+                    for params in (litellm_params, kwargs)
+                    for key, value in params.items()
+                    if key not in protected_params and value is not None
+                }
+            )
 
             verbose_router_logger.debug("Selected search tool with provider: %s", search_provider)
 
@@ -222,7 +232,7 @@ class SearchAPIRouter:
                 search_provider=search_provider,
                 api_key=api_key,
                 api_base=api_base,
-                **kwargs,
+                **search_params,
             )
 
             return response
diff --git a/litellm/rust_bridge/__init__.py b/litellm/rust_bridge/__init__.py
index 3da5b98449b..e6d8ffef48c 100644
--- a/litellm/rust_bridge/__init__.py
+++ b/litellm/rust_bridge/__init__.py
@@ -1,9 +1,9 @@
 """LiteLLM Rust bridge package."""
 
+from litellm.rust_bridge.configuration import use_litellm_rust
 from litellm.rust_bridge.loader import (
     get_native_bridge,
     native_bridge_available,
 )
-from litellm.rust_bridge.ocr import use_litellm_rust
 
 __all__ = ["get_native_bridge", "native_bridge_available", "use_litellm_rust"]
diff --git a/litellm/rust_bridge/bindings.py b/litellm/rust_bridge/bindings.py
new file mode 100644
index 00000000000..d16f150a2aa
--- /dev/null
+++ b/litellm/rust_bridge/bindings.py
@@ -0,0 +1,49 @@
+from __future__ import annotations
+
+from collections.abc import Callable
+from typing import Final, Generic, TypeVar
+
+from litellm.rust_bridge.loader import get_native_bridge
+
+BindingT = TypeVar("BindingT")
+
+
+class _Unset:
+    pass
+
+
+_UNSET: Final = _Unset()
+
+
+class NativeBinding(Generic[BindingT]):
+    """Resolve one native attribute with an explicit, resettable test override."""
+
+    def __init__(self, attribute: str, *, validate: Callable[[object], BindingT | None]) -> None:
+        self._attribute: Final = attribute
+        self._validate: Final = validate
+        self._override: BindingT | None | _Unset = _UNSET
+
+    def load(self) -> BindingT | None:
+        if not isinstance(self._override, _Unset):
+            return self._override
+        native: Final = get_native_bridge()
+        if native is None:
+            return None
+        return self._validate(getattr(native, self._attribute, None))
+
+    def override(self, value: BindingT | None) -> None:
+        self._override = value
+
+    def reset(self) -> None:
+        self._override = _UNSET
+
+
+def native_exception_types() -> tuple[type[BaseException], type[BaseException]] | None:
+    native: Final = get_native_bridge()
+    if native is None:
+        return None
+    declined: Final = getattr(native, "RustBridgeDeclined", None)
+    upstream: Final = getattr(native, "RustUpstreamError", None)
+    if not isinstance(declined, type) or not isinstance(upstream, type):
+        return None
+    return declined, upstream
diff --git a/litellm/rust_bridge/chat_completions.py b/litellm/rust_bridge/chat_completions.py
index acda3086051..c599667ab17 100644
--- a/litellm/rust_bridge/chat_completions.py
+++ b/litellm/rust_bridge/chat_completions.py
@@ -13,7 +13,6 @@ retrying it there would bill the customer for the same work twice.
 from __future__ import annotations
 
 import json
-import os
 from collections.abc import Awaitable, Callable, Mapping, Sequence
 from dataclasses import dataclass
 from typing import TYPE_CHECKING, Final, Protocol
@@ -27,6 +26,7 @@ from litellm.litellm_core_utils.llm_response_utils.convert_dict_to_response impo
     convert_to_model_response_object,
 )
 from litellm.llms.bedrock.request_metadata import bedrock_request_metadata_is_owned
+from litellm.rust_bridge.configuration import rust_enabled
 from litellm.rust_bridge.loader import get_native_bridge
 from litellm.rust_bridge.timeouts import timeout_to_seconds
 from litellm.types.utils import ModelResponse
@@ -44,8 +44,6 @@ _LITELLM_METADATA_ADAPTER: Final = TypeAdapter(Mapping[str, object])
 
 RUST_RESPONSE_HEADER: Final = "x-litellm-rust"
 
-_TRUTHY_ENV_VALUES: Final = frozenset({"1", "true", "yes", "on"})
-
 
 class RustChatCompletions(Protocol):
     def __call__(
@@ -181,10 +179,6 @@ def load_rust_achat_completions() -> RustAchatCompletions | None:
     return loaded
 
 
-def _env_enables_rust() -> bool:
-    return os.getenv("LITELLM_RUST", "").strip().lower() in _TRUTHY_ENV_VALUES
-
-
 def _load_rust_decline() -> RustChatCompletionsDecline | None:
     if _STATE.decline is not None:
         return _STATE.decline
@@ -253,8 +247,8 @@ def rust_chat_completions_accepts(
         return False
     if stream:
         return False
-    opted_in: Final = litellm_params is not None and litellm_params.get("rust") is True
-    if not opted_in and not _env_enables_rust():
+    request_override: Final = litellm_params.get("rust") if litellm_params is not None else None
+    if not rust_enabled(request_override=request_override if isinstance(request_override, bool) else None):
         return False
     if _litellm_metadata_reaches_the_provider(custom_llm_provider, litellm_params):
         verbose_logger.debug("Rust chat completions declined (litellm metadata user_id); using the Python path")
diff --git a/litellm/rust_bridge/configuration.py b/litellm/rust_bridge/configuration.py
new file mode 100644
index 00000000000..d54b15f060c
--- /dev/null
+++ b/litellm/rust_bridge/configuration.py
@@ -0,0 +1,148 @@
+from __future__ import annotations
+
+import os
+import warnings
+from typing import TYPE_CHECKING, Final
+
+if TYPE_CHECKING:
+    from litellm.rust_bridge.messages import RustAmessages, RustMessages
+    from litellm.rust_bridge.ocr import RustAocr, RustOcr
+    from litellm.rust_bridge.responses_websocket import RustResponsesWebSocketConnection
+    from litellm.rust_bridge.transcription import RustAtranscription, RustTranscription
+
+DEFAULT_RUST_ENABLED: Final = False
+_TRUE_ENV_VALUES: Final = frozenset({"1", "true", "yes", "on"})
+_GLOBAL_ENV_NAME: Final = "LITELLM_RUST"
+_LEGACY_OCR_ENV_NAME: Final = "LITELLM_USE_RUST_OCR"
+
+
+class _Unset:
+    pass
+
+
+_UNSET: Final = _Unset()
+
+
+class _RustConfiguration:
+    def __init__(self) -> None:
+        self.override: bool | None = None
+
+
+_CONFIGURATION: Final = _RustConfiguration()
+
+
+def _parse_env_bool(value: str | None) -> bool | None:
+    if value is None:
+        return None
+    return value.strip().lower() in _TRUE_ENV_VALUES
+
+
+def resolve_rust_enabled(
+    *,
+    request_override: bool | None,
+    process_override: bool | None,
+    environment_override: bool | None,
+    legacy_ocr_override: bool | None = None,
+    release_default: bool = DEFAULT_RUST_ENABLED,
+) -> bool:
+    if request_override is not None:
+        return request_override
+    if process_override is not None:
+        return process_override
+    if environment_override is not None:
+        return environment_override
+    if legacy_ocr_override is not None:
+        return legacy_ocr_override
+    return release_default
+
+
+def rust_enabled(*, request_override: bool | None = None) -> bool:
+    if request_override is not None:
+        return request_override
+    process_override: Final = _CONFIGURATION.override
+    if process_override is not None:
+        return process_override
+    return resolve_rust_enabled(
+        request_override=None,
+        process_override=None,
+        environment_override=_parse_env_bool(os.getenv(_GLOBAL_ENV_NAME)),
+    )
+
+
+def rust_ocr_enabled(*, request_override: bool | None = None) -> bool:
+    if request_override is not None:
+        return request_override
+    process_override: Final = _CONFIGURATION.override
+    if process_override is not None:
+        return process_override
+    global_override: Final = _parse_env_bool(os.getenv(_GLOBAL_ENV_NAME))
+    legacy_override: Final = None if global_override is not None else _parse_env_bool(os.getenv(_LEGACY_OCR_ENV_NAME))
+    if legacy_override is not None:
+        warnings.warn(
+            f"{_LEGACY_OCR_ENV_NAME} is deprecated; use {_GLOBAL_ENV_NAME} instead",
+            DeprecationWarning,
+            stacklevel=2,
+        )
+    return resolve_rust_enabled(
+        request_override=None,
+        process_override=None,
+        environment_override=global_override,
+        legacy_ocr_override=legacy_override,
+    )
+
+
+def reset_rust_configuration() -> None:
+    _CONFIGURATION.override = None
+
+
+def use_litellm_rust(
+    enabled: bool = True,
+    *,
+    ocr: RustOcr | None | _Unset = _UNSET,
+    aocr: RustAocr | None | _Unset = _UNSET,
+    messages: RustMessages | None | _Unset = _UNSET,
+    amessages: RustAmessages | None | _Unset = _UNSET,
+    responses_websocket: type[RustResponsesWebSocketConnection] | None | _Unset = _UNSET,
+    transcription: RustTranscription | None | _Unset = _UNSET,
+    atranscription: RustAtranscription | None | _Unset = _UNSET,
+) -> None:
+    """Set the process override for optional Rust paths.
+
+    Rust-only paths, including Bedrock transcription, are not controlled by this switch.
+    """
+    _CONFIGURATION.override = enabled
+    bindings: Final = (ocr, aocr, messages, amessages, responses_websocket, transcription, atranscription)
+    if all(isinstance(binding, _Unset) for binding in bindings):
+        return
+    warnings.warn(
+        "Injecting Rust bridge implementations through use_litellm_rust() is deprecated; "
+        "use the internal bridge setters in tests",
+        DeprecationWarning,
+        stacklevel=2,
+    )
+
+    if not isinstance(ocr, _Unset) or not isinstance(aocr, _Unset):
+        from litellm.rust_bridge.ocr import set_rust_ocr
+
+        if not isinstance(ocr, _Unset):
+            set_rust_ocr(ocr=ocr)
+        if not isinstance(aocr, _Unset):
+            set_rust_ocr(aocr=aocr)
+    if not isinstance(messages, _Unset) or not isinstance(amessages, _Unset):
+        from litellm.rust_bridge.messages import set_rust_messages
+
+        if not isinstance(messages, _Unset):
+            set_rust_messages(messages=messages)
+        if not isinstance(amessages, _Unset):
+            set_rust_messages(amessages=amessages)
+    if not isinstance(responses_websocket, _Unset):
+        from litellm.rust_bridge.responses_websocket import set_rust_responses_websocket
+
+        set_rust_responses_websocket(connection=responses_websocket)
+    if not isinstance(transcription, _Unset) or not isinstance(atranscription, _Unset):
+        from litellm.rust_bridge.transcription import configure_rust_transcription
+
+        if not isinstance(transcription, _Unset):
+            configure_rust_transcription(transcription=transcription)
+        if not isinstance(atranscription, _Unset):
+            configure_rust_transcription(atranscription=atranscription)
diff --git a/litellm/rust_bridge/ocr.py b/litellm/rust_bridge/ocr.py
index 82297d35170..b5b0a35a498 100644
--- a/litellm/rust_bridge/ocr.py
+++ b/litellm/rust_bridge/ocr.py
@@ -2,16 +2,16 @@
 
 from __future__ import annotations
 
-import os
 from collections.abc import Awaitable
-from typing import TYPE_CHECKING, Any, Final, Protocol, cast
+from typing import Final, Protocol, cast  # noqa: TID251  # native extension exposes dynamically typed callables
 
 import httpx
 
+from litellm.rust_bridge import configuration as _configuration
 from litellm.rust_bridge.timeouts import timeout_to_seconds as _timeout_to_seconds
 
-if TYPE_CHECKING:
-    from litellm.rust_bridge.messages import RustAmessages, RustMessages
+rust_ocr_enabled = _configuration.rust_ocr_enabled
+use_litellm_rust = _configuration.use_litellm_rust
 
 
 class RustOcr(Protocol):
@@ -51,69 +51,20 @@ class _Unset:
 _UNSET: Final[_Unset] = _Unset()
 
 
-def _env_enables_rust_ocr() -> bool:
-    return os.getenv("LITELLM_USE_RUST_OCR", "").strip().lower() in {
-        "1",
-        "true",
-        "yes",
-        "on",
-    }
-
-
-_rust_ocr_enabled = _env_enables_rust_ocr()
 _rust_ocr_impl: RustOcr | None = None
 _rust_aocr_impl: RustAocr | None = None
 
 
-def use_litellm_rust(
-    enabled: bool = True,
+def set_rust_ocr(
     *,
     ocr: RustOcr | None | _Unset = _UNSET,
     aocr: RustAocr | None | _Unset = _UNSET,
-    messages: RustMessages | None | _Unset = _UNSET,
-    amessages: RustAmessages | None | _Unset = _UNSET,
-    responses_websocket: Any | None | _Unset = _UNSET,
-    transcription: Any | None | _Unset = _UNSET,
-    atranscription: Any | None | _Unset = _UNSET,
 ) -> None:
-    global _rust_ocr_enabled, _rust_ocr_impl, _rust_aocr_impl
-    configuring_ocr: Final = not isinstance(ocr, _Unset) or not isinstance(aocr, _Unset)
-    configuring_messages: Final = not isinstance(messages, _Unset) or not isinstance(amessages, _Unset)
-    configuring_responses_websocket: Final = not isinstance(responses_websocket, _Unset)
-    configuring_transcription: Final = not isinstance(transcription, _Unset) or not isinstance(atranscription, _Unset)
-    if configuring_ocr or (not configuring_messages and not configuring_responses_websocket):
-        _rust_ocr_enabled = enabled
+    global _rust_ocr_impl, _rust_aocr_impl
     if not isinstance(ocr, _Unset):
         _rust_ocr_impl = ocr
     if not isinstance(aocr, _Unset):
         _rust_aocr_impl = aocr
-    if configuring_transcription:
-        from litellm.rust_bridge.transcription import configure_rust_transcription
-
-        configure_rust_transcription(
-            enabled=enabled,
-            transcription=transcription,
-            atranscription=atranscription,
-        )
-    if not configuring_messages and not configuring_responses_websocket:
-        return
-    if configuring_messages:
-        from litellm.rust_bridge.messages import set_rust_messages
-
-        if not isinstance(messages, _Unset) and not isinstance(amessages, _Unset):
-            set_rust_messages(messages=messages, amessages=amessages)
-        elif not isinstance(messages, _Unset):
-            set_rust_messages(messages=messages)
-        else:
-            set_rust_messages(amessages=amessages)
-    if configuring_responses_websocket:
-        from litellm.rust_bridge.responses_websocket import set_rust_responses_websocket
-
-        set_rust_responses_websocket(connection=responses_websocket)
-
-
-def rust_ocr_enabled() -> bool:
-    return _rust_ocr_enabled
 
 
 def load_rust_ocr() -> RustOcr | None:
diff --git a/litellm/rust_bridge/runtime.py b/litellm/rust_bridge/runtime.py
new file mode 100644
index 00000000000..00f06c046a2
--- /dev/null
+++ b/litellm/rust_bridge/runtime.py
@@ -0,0 +1,180 @@
+from __future__ import annotations
+
+from collections.abc import Awaitable, Callable
+from dataclasses import dataclass
+from enum import Enum
+from typing import Final, Generic, NoReturn, TypeAlias, TypeVar
+
+from litellm.exceptions import APIError
+from litellm.rust_bridge.bindings import native_exception_types
+
+NativeT = TypeVar("NativeT")
+ResultT = TypeVar("ResultT")
+
+
+class FallbackMode(Enum):
+    PYTHON = "python"
+    RUST_REQUIRED = "rust_required"
+
+
+@dataclass(frozen=True, slots=True)
+class RustHandled(Generic[ResultT]):
+    value: ResultT
+
+
+@dataclass(frozen=True, slots=True)
+class RustDeclined:
+    reason: str
+
+
+@dataclass(frozen=True, slots=True)
+class RustUnavailable:
+    pass
+
+
+RustAttempt: TypeAlias = RustHandled[ResultT] | RustDeclined | RustUnavailable
+
+
+@dataclass(frozen=True, slots=True)
+class BridgeErrorContext:
+    route: str
+    provider: str
+    model: str
+
+
+def invoke(
+    *,
+    native_call: Callable[[], NativeT] | None,
+    fallback: Callable[[], ResultT],
+    adapt: Callable[[NativeT], ResultT],
+    mode: FallbackMode,
+    context: BridgeErrorContext,
+) -> ResultT:
+    result: Final = attempt(native_call=native_call, adapt=adapt, context=context)
+    if isinstance(result, RustHandled):
+        return result.value
+    if mode is FallbackMode.PYTHON:
+        return fallback()
+    _raise_required(result, context)
+
+
+async def ainvoke(
+    *,
+    native_call: Callable[[], Awaitable[NativeT]] | None,
+    fallback: Callable[[], Awaitable[ResultT]],
+    adapt: Callable[[NativeT], ResultT],
+    mode: FallbackMode,
+    context: BridgeErrorContext,
+) -> ResultT:
+    result: Final = await aattempt(native_call=native_call, adapt=adapt, context=context)
+    if isinstance(result, RustHandled):
+        return result.value
+    if mode is FallbackMode.PYTHON:
+        return await fallback()
+    _raise_required(result, context)
+
+
+def attempt(
+    *,
+    native_call: Callable[[], NativeT] | None,
+    adapt: Callable[[NativeT], ResultT],
+    context: BridgeErrorContext,
+) -> RustAttempt[ResultT]:
+    if native_call is None:
+        return RustUnavailable()
+    exceptions: Final = native_exception_types()
+    if exceptions is None:
+        return RustHandled(adapt(native_call()))
+    declined, upstream = exceptions
+    try:
+        value: Final = native_call()
+    except declined as error:
+        return RustDeclined(reason=_decline_reason(error))
+    except upstream as error:
+        _raise_upstream(error, context)
+    return RustHandled(adapt(value))
+
+
+async def aattempt(
+    *,
+    native_call: Callable[[], Awaitable[NativeT]] | None,
+    adapt: Callable[[NativeT], ResultT],
+    context: BridgeErrorContext,
+) -> RustAttempt[ResultT]:
+    if native_call is None:
+        return RustUnavailable()
+    exceptions: Final = native_exception_types()
+    if exceptions is None:
+        return RustHandled(adapt(await native_call()))
+    declined, upstream = exceptions
+    try:
+        value: Final = await native_call()
+    except declined as error:
+        return RustDeclined(reason=_decline_reason(error))
+    except upstream as error:
+        _raise_upstream(error, context)
+    return RustHandled(adapt(value))
+
+
+def call(operation: Callable[[], ResultT], context: BridgeErrorContext) -> ResultT:
+    exceptions: Final = native_exception_types()
+    if exceptions is None:
+        return operation()
+    upstream: Final = exceptions[1]
+    try:
+        return operation()
+    except upstream as error:
+        _raise_upstream(error, context)
+
+
+async def acall(operation: Callable[[], Awaitable[ResultT]], context: BridgeErrorContext) -> ResultT:
+    exceptions: Final = native_exception_types()
+    if exceptions is None:
+        return await operation()
+    upstream: Final = exceptions[1]
+    try:
+        return await operation()
+    except upstream as error:
+        _raise_upstream(error, context)
+
+
+def _decline_reason(error: BaseException) -> str:
+    reason: Final[object] = error.args[0] if error.args else str(error)
+    return reason if isinstance(reason, str) else str(reason)
+
+
+def _raise_required(
+    result: RustDeclined | RustUnavailable,
+    context: BridgeErrorContext,
+) -> NoReturn:
+    raise RuntimeError(f"Rust {context.route} bridge {_required_reason(result)}")
+
+
+def _required_reason(result: RustDeclined | RustUnavailable) -> str:
+    match result:
+        case RustUnavailable():
+            return "is unavailable"
+        case RustDeclined(reason=reason):
+            return f"declined the request: {reason}"
+
+
+def _raise_upstream(error: BaseException, context: BridgeErrorContext) -> NoReturn:
+    args: Final[tuple[object, ...]] = error.args
+    status_value: Final = args[0] if args else 0
+    message_value: Final = args[1] if len(args) > 1 else str(error)
+    status: Final = status_value if isinstance(status_value, int) else 0
+    message: Final = message_value if isinstance(message_value, str) else str(message_value)
+    raise APIError(
+        status_code=status or 500,
+        message=f"litellm rust {context.route}: {message}",
+        llm_provider=context.provider,
+        model=context.model,
+    ) from error
+
+
+def identity(value: ResultT) -> ResultT:
+    return value
+
+
+async def async_none() -> None:
+    return None
diff --git a/litellm/search/cost_calculator.py b/litellm/search/cost_calculator.py
index 84461115e8e..21f27075e0f 100644
--- a/litellm/search/cost_calculator.py
+++ b/litellm/search/cost_calculator.py
@@ -2,16 +2,37 @@
 Cost calculation for search providers.
 """
 
+from collections.abc import Mapping
+from types import MappingProxyType
 from typing import Final
 
+from pydantic import TypeAdapter, ValidationError
+
 from litellm.utils import get_model_info
 
+PROVIDER_USAGE_ADAPTER: Final[TypeAdapter[tuple[Mapping[str, object], ...]]] = TypeAdapter(
+    tuple[Mapping[str, object], ...]
+)
+EMPTY_OPTIONAL_PARAMS: Final[Mapping[str, object]] = MappingProxyType({})
+
+
+def _provider_usage(
+    optional_params: Mapping[str, object] | None,
+    usage_param: str,
+) -> tuple[Mapping[str, object], ...] | None:
+    params: Final = optional_params if optional_params is not None else EMPTY_OPTIONAL_PARAMS
+    raw_usage: Final[object] = params.get(usage_param)
+    try:
+        return PROVIDER_USAGE_ADAPTER.validate_python(raw_usage)
+    except ValidationError:
+        return None
+
 
 def search_provider_cost_per_query(
     model: str,
     custom_llm_provider: str | None = None,
     number_of_queries: int = 1,
-    optional_params: dict | None = None,
+    optional_params: Mapping[str, object] | None = None,
 ) -> tuple[float, float]:
     """
     Calculate cost for search-only providers.
@@ -28,6 +49,18 @@ def search_provider_cost_per_query(
     Returns:
         Tuple of (input_cost, output_cost) where output_cost is always 0.0
     """
+    if custom_llm_provider == "parallel_ai":
+        from litellm.llms.parallel_ai.search.cost_calculator import (
+            PARALLEL_AI_USAGE_PARAM,
+            parallel_ai_search_cost,
+        )
+
+        input_cost: Final = parallel_ai_search_cost(
+            optional_params=optional_params if optional_params is not None else EMPTY_OPTIONAL_PARAMS,
+            usage=_provider_usage(optional_params, PARALLEL_AI_USAGE_PARAM),
+        )
+        return (input_cost, 0.0)
+
     model_info: Final = get_model_info(model=model, custom_llm_provider=custom_llm_provider)
 
     # Check for tiered pricing (e.g., Exa AI based on max_results)
diff --git a/litellm/types/integrations/custom_logger.py b/litellm/types/integrations/custom_logger.py
index 9a714e1724e..5de58a20242 100644
--- a/litellm/types/integrations/custom_logger.py
+++ b/litellm/types/integrations/custom_logger.py
@@ -1,3 +1,4 @@
+from collections.abc import Mapping
 from typing import Any, Final
 
 from pydantic import BaseModel, Field
@@ -29,6 +30,13 @@ def is_interception_internal_key(
     return any(key.startswith(prefix) for prefix in prefixes)
 
 
+CONVERTED_STREAM_KEYS: Final = frozenset(f"{prefix}_converted_stream" for prefix in INTERCEPTION_INTERNAL_PREFIXES)
+
+
+def converted_stream_requested(params: Mapping[str, object]) -> bool:
+    return any(bool(params.get(key)) for key in CONVERTED_STREAM_KEYS)
+
+
 class AgenticLoopSafetyError(ValueError):
     """
     Raised when an agentic-loop safety rail refuses a rerun.
diff --git a/litellm/types/integrations/datadog_llm_obs.py b/litellm/types/integrations/datadog_llm_obs.py
index 7853dda1213..17cf5831c96 100644
--- a/litellm/types/integrations/datadog_llm_obs.py
+++ b/litellm/types/integrations/datadog_llm_obs.py
@@ -4,21 +4,58 @@ Payloads for Datadog LLM Observability Service (LLMObs)
 API Reference: https://docs.datadoghq.com/llm_observability/setup/api/?tab=example#api-standards
 """
 
+from collections.abc import Sequence
 from typing import Any, Literal
 
-from typing_extensions import TypedDict
+from typing_extensions import ReadOnly, TypedDict
 
 from litellm.types.integrations.custom_logger import StandardCustomLoggerInitParams
 
 
+class ToolCall(TypedDict, total=False):
+    """A tool call on a message, as LLM Obs names its fields."""
+
+    name: ReadOnly[str]
+    arguments: ReadOnly[dict[str, Any] | str]  # parsed object, or the raw string when it will not parse to one
+    tool_id: ReadOnly[str]
+    type: ReadOnly[str]
+
+
+class ToolResult(TypedDict, total=False):
+    """The result of a tool call, as LLM Obs names its fields."""
+
+    name: ReadOnly[str]
+    result: ReadOnly[str]
+    tool_id: ReadOnly[str]
+    type: ReadOnly[str]
+
+
+class ToolDefinition(TypedDict, total=False):
+    """A tool the model was offered on the request."""
+
+    name: ReadOnly[str]
+    description: ReadOnly[str]
+    schema: ReadOnly[dict[str, Any]]
+
+
+class Message(TypedDict, total=False):
+    """A message on a span, as LLM Obs names its fields."""
+
+    content: ReadOnly[str]
+    role: ReadOnly[str]
+    reasoning_content: ReadOnly[str]
+    tool_calls: ReadOnly[Sequence[ToolCall]]
+    tool_results: ReadOnly[Sequence[ToolResult]]
+
+
 class InputMeta(TypedDict):
-    messages: list[
-        dict[str, Any]  # changed to fit with tool calls
+    messages: Sequence[
+        Message | dict[str, Any]  # changed to fit with tool calls
     ]  # Relevant Issue: https://github.com/BerriAI/litellm/issues/9494
 
 
 class OutputMeta(TypedDict):
-    messages: list[Any]
+    messages: Sequence[Any]
 
 
 class DDLLMObsError(TypedDict, total=False):
@@ -36,6 +73,7 @@ class Meta(TypedDict, total=False):
     output: OutputMeta  # The span's output information.
     metadata: dict[str, Any]
     error: DDLLMObsError | None  # Error information on the span
+    tool_definitions: ReadOnly[Sequence[ToolDefinition]]  # The tools offered to the model on this request
 
 
 class LLMMetrics(TypedDict, total=False):
@@ -45,6 +83,10 @@ class LLMMetrics(TypedDict, total=False):
     time_to_first_token: float
     time_per_output_token: float
     total_cost: float
+    cache_read_input_tokens: ReadOnly[float]
+    cache_write_input_tokens: ReadOnly[float]
+    non_cached_input_tokens: ReadOnly[float]
+    reasoning_output_tokens: ReadOnly[float]
 
 
 class LLMObsPayload(TypedDict, total=False):
diff --git a/litellm/types/integrations/prometheus.py b/litellm/types/integrations/prometheus.py
index 01ed8b08571..8498b6f6d00 100644
--- a/litellm/types/integrations/prometheus.py
+++ b/litellm/types/integrations/prometheus.py
@@ -270,6 +270,10 @@ DEFINED_PROMETHEUS_METRICS = Literal[
     "litellm_deployment_rpm_limit",
     "litellm_remaining_api_key_requests_for_model",
     "litellm_remaining_api_key_tokens_for_model",
+    "litellm_api_key_rate_limit_allowed_metric",
+    "litellm_api_key_rate_limit_used_metric",
+    "litellm_team_rate_limit_allowed_metric",
+    "litellm_team_rate_limit_used_metric",
     "litellm_llm_api_failed_requests_metric",
     "litellm_callback_logging_failures_metric",
     "litellm_in_flight_requests",
@@ -775,6 +779,22 @@ class PrometheusMetricLabels:
         UserAPIKeyLabelNames.MODEL_ID.value,
     ]
 
+    litellm_api_key_rate_limit_allowed_metric: ClassVar[tuple[str, ...]] = (
+        UserAPIKeyLabelNames.API_KEY_HASH.value,
+        UserAPIKeyLabelNames.API_KEY_ALIAS.value,
+        UserAPIKeyLabelNames.RATE_LIMIT_TYPE.value,
+    )
+
+    litellm_api_key_rate_limit_used_metric = litellm_api_key_rate_limit_allowed_metric
+
+    litellm_team_rate_limit_allowed_metric: ClassVar[tuple[str, ...]] = (
+        UserAPIKeyLabelNames.TEAM.value,
+        UserAPIKeyLabelNames.TEAM_ALIAS.value,
+        UserAPIKeyLabelNames.RATE_LIMIT_TYPE.value,
+    )
+
+    litellm_team_rate_limit_used_metric = litellm_team_rate_limit_allowed_metric
+
     litellm_llm_api_failed_requests_metric = [
         UserAPIKeyLabelNames.END_USER.value,
         UserAPIKeyLabelNames.API_KEY_HASH.value,
diff --git a/litellm/types/integrations/slack_alerting.py b/litellm/types/integrations/slack_alerting.py
index b1b7bc3541a..64c0c530e9b 100644
--- a/litellm/types/integrations/slack_alerting.py
+++ b/litellm/types/integrations/slack_alerting.py
@@ -91,6 +91,40 @@ class SlackAlertingArgs(LiteLLMPydanticObjectBase):
         default=False,
         description="If true, the alerting payload will be printed to the console.",
     )
+    daily_spend_per_user_threshold: float | None = Field(
+        default=None,
+        gt=0,
+        allow_inf_nan=False,
+        description="Alert when a user's spend for the current day (UTC) crosses this USD amount. Off by default.",
+    )
+    monthly_spend_per_user_threshold: float | None = Field(
+        default=None,
+        gt=0,
+        allow_inf_nan=False,
+        description="Alert when a user's spend for the current calendar month (UTC) crosses this USD amount. Off by default.",
+    )
+    spend_anomaly_multiplier: float = Field(
+        default=3.0,
+        gt=0,
+        allow_inf_nan=False,
+        description="Flag a user's spend as anomalous when today's spend exceeds this multiple of their trailing daily average.",
+    )
+    spend_anomaly_baseline_days: int = Field(
+        default=7,
+        ge=1,
+        description="Number of trailing days used to compute a user's daily average spend for anomaly detection.",
+    )
+    spend_anomaly_min_spend: float = Field(
+        default=10.0,
+        gt=0,
+        allow_inf_nan=False,
+        description="Minimum spend (USD) a user must reach today before an anomaly alert can fire. Reduces false positives.",
+    )
+    user_spend_check_interval: int = Field(
+        default=3600,
+        ge=60,
+        description="How often (in seconds) to check per-user spend thresholds and anomalies. Default is hourly.",
+    )
 
 
 class DeploymentMetrics(LiteLLMPydanticObjectBase):
@@ -138,6 +172,8 @@ class AlertType(str, Enum):
     budget_alerts = "budget_alerts"
     spend_reports = "spend_reports"
     failed_tracking_spend = "failed_tracking_spend"
+    user_spend_thresholds = "user_spend_thresholds"
+    user_spend_anomalies = "user_spend_anomalies"
 
     # Database alerts
     db_exceptions = "db_exceptions"
@@ -182,6 +218,7 @@ DEFAULT_ALERT_TYPES: Final[list[AlertType]] = [
     AlertType.budget_alerts,
     AlertType.spend_reports,
     AlertType.failed_tracking_spend,
+    AlertType.user_spend_thresholds,
     # Database alerts
     AlertType.db_exceptions,
     # Report alerts
diff --git a/litellm/types/llms/anthropic_messages/anthropic_response.py b/litellm/types/llms/anthropic_messages/anthropic_response.py
index 42ca3fd6d4b..4fe1dafc73b 100644
--- a/litellm/types/llms/anthropic_messages/anthropic_response.py
+++ b/litellm/types/llms/anthropic_messages/anthropic_response.py
@@ -78,6 +78,16 @@ class AnthropicUsage(TypedDict, total=False):
     server_tool_use: NotRequired[ReadOnly[ServerToolUsage]]
 
 
+class AnthropicStopDetails(TypedDict, total=False):
+    """
+    Safeguard verdict accompanying a `stop_reason: "refusal"` response:
+    https://platform.claude.com/docs/en/build-with-claude/refusals-and-fallback
+    """
+
+    category: ReadOnly[str | None]
+    explanation: ReadOnly[str | None]
+
+
 class AnthropicMessagesResponse(TypedDict, total=False):
     """
     Anthropic Messages API Response: https://docs.anthropic.com/en/api/messages
@@ -90,7 +100,8 @@ class AnthropicMessagesResponse(TypedDict, total=False):
     id: str
     model: str | None  # This represents the Model type from Anthropic
     role: Literal["assistant"] | None
-    stop_reason: Literal["end_turn", "max_tokens", "stop_sequence", "tool_use"] | None
+    stop_reason: Literal["end_turn", "max_tokens", "stop_sequence", "tool_use", "refusal"] | None
+    stop_details: NotRequired[ReadOnly[AnthropicStopDetails | None]]
     stop_sequence: str | None
     type: Literal["message"] | None
     usage: AnthropicUsage | None
diff --git a/litellm/types/llms/gemini_audio_transcription.py b/litellm/types/llms/gemini_audio_transcription.py
index cb12e0f45b8..f7e74ba4bf8 100644
--- a/litellm/types/llms/gemini_audio_transcription.py
+++ b/litellm/types/llms/gemini_audio_transcription.py
@@ -1,7 +1,7 @@
-from typing import Literal, Required
+from typing import Literal
 
 from pydantic import BaseModel, ConfigDict
-from typing_extensions import ReadOnly, TypedDict
+from typing_extensions import ReadOnly, Required, TypedDict
 
 
 class GeminiTranscriptionAudioInput(TypedDict):
diff --git a/litellm/types/llms/openai.py b/litellm/types/llms/openai.py
index 32d88da0085..b33ff954c35 100644
--- a/litellm/types/llms/openai.py
+++ b/litellm/types/llms/openai.py
@@ -66,6 +66,7 @@ from pydantic import (
     ConfigDict,
     Discriminator,
     Field,
+    NonNegativeInt,
     PrivateAttr,
     SerializerFunctionWrapHandler,
     field_serializer,
@@ -1321,6 +1322,18 @@ class ResponseAPIUsage(BaseLiteLLMOpenAIResponseObject):
     model_config = {"extra": "allow"}
 
 
+class WebSearchToolUsage(BaseModel):
+    model_config = ConfigDict(frozen=True)
+
+    num_requests: NonNegativeInt
+
+
+class ResponsesToolUsage(BaseModel):
+    model_config = ConfigDict(frozen=True)
+
+    web_search: WebSearchToolUsage | None = None
+
+
 ResponsesAPIStatus = Literal["completed", "failed", "in_progress", "cancelled", "queued", "incomplete"]
 """
 The status of the response generation.
diff --git a/litellm/types/mcp.py b/litellm/types/mcp.py
index 1b8baf2da09..a59fcb1bcb5 100644
--- a/litellm/types/mcp.py
+++ b/litellm/types/mcp.py
@@ -6,7 +6,7 @@ from typing import TYPE_CHECKING, Any, Final, Literal
 from urllib.parse import urlsplit
 
 import httpx
-from pydantic import BaseModel
+from pydantic import BaseModel, ConfigDict, Field
 from typing_extensions import TypedDict
 
 from litellm.types.llms.base import HiddenParams
@@ -91,6 +91,33 @@ class MCPPublicServer(BaseModel):
     mcp_info: dict[str, Any] | None = None
 
 
+class MCPToolSearchSettings(BaseModel):
+    """`litellm_settings.mcp_tool_search`: how the native `mcp_tool_search` virtual tool ranks the caller's tools."""
+
+    model_config = ConfigDict(frozen=True)
+
+    embedding_model: str | None = Field(
+        default=None,
+        description="Embedding model from model_list used to rank tools by meaning. Unset keeps keyword matching.",
+    )
+    top_k: int = Field(
+        default=5,
+        ge=1,
+        le=100,
+        description="Most ranked tools a search returns. A smaller top_k in the tool call wins. Core tools do not count.",
+    )
+    similarity_threshold: float = Field(
+        default=0.0,
+        ge=0.0,
+        le=1.0,
+        description="Lowest cosine similarity a tool needs to appear in semantic results (0.0 = no cutoff).",
+    )
+    core_tools: tuple[str, ...] = Field(
+        default=(),
+        description="Tool names always returned first when the caller can access them, e.g. `my_server-get_rates`.",
+    )
+
+
 # OAuth 2.0 token-endpoint client authentication method (RFC 6749 section 2.3.1).
 MCPTokenEndpointAuthMethod = Literal["client_secret_basic", "client_secret_post"]
 
diff --git a/litellm/types/proxy/guardrails/guardrail_hooks/crowdstrike_aidr.py b/litellm/types/proxy/guardrails/guardrail_hooks/crowdstrike_aidr.py
index f47c38af3e3..6beca030a3a 100644
--- a/litellm/types/proxy/guardrails/guardrail_hooks/crowdstrike_aidr.py
+++ b/litellm/types/proxy/guardrails/guardrail_hooks/crowdstrike_aidr.py
@@ -4,7 +4,18 @@ from .base import GuardrailConfigModel
 
 
 class CrowdStrikeAIDRGuardrailConfigModelOptionalParams(BaseModel):
-    pass
+    streaming_end_of_stream_only: bool | None = Field(
+        default=None,
+        description="If False (default when unset), post_call scans the accumulated streamed response every "
+        "streaming_sampling_rate chunks and an in-flight block stops the stream. If True, the guard runs once "
+        "over the assembled response at end of stream, so flagged content may already have reached the client.",
+    )
+    streaming_sampling_rate: int | None = Field(
+        default=None,
+        ge=1,
+        description="When streaming_end_of_stream_only is False, scan the accumulated streamed response every Nth "
+        "chunk. Defaults to 5 when unset.",
+    )
 
 
 class CrowdStrikeAIDRGuardrailConfigModel(GuardrailConfigModel[CrowdStrikeAIDRGuardrailConfigModelOptionalParams]):
diff --git a/litellm/types/proxy/guardrails/guardrail_hooks/hide_secrets.py b/litellm/types/proxy/guardrails/guardrail_hooks/hide_secrets.py
new file mode 100644
index 00000000000..3100968e8b1
--- /dev/null
+++ b/litellm/types/proxy/guardrails/guardrail_hooks/hide_secrets.py
@@ -0,0 +1,20 @@
+"""Types for the Hide Secrets guardrail."""
+
+from pydantic import Field
+
+from .base import GuardrailConfigModel
+
+
+class HideSecretsGuardrailConfigModel(GuardrailConfigModel):
+    """Configuration for the Hide Secrets guardrail. Detection runs in-process
+    on the detect-secrets library; ``detect_secrets_config`` overrides the
+    bundled plugin set."""
+
+    detect_secrets_config: dict | None = Field(  # mutable-ok: UI type derivation maps dict to "object"
+        default=None,
+        description="Optional detect-secrets configuration (plugins_used, filters_used) overriding the bundled plugin set",
+    )
+
+    @staticmethod
+    def ui_friendly_name() -> str:
+        return "Hide Secrets"
diff --git a/litellm/types/proxy/management_endpoints/scim_v2.py b/litellm/types/proxy/management_endpoints/scim_v2.py
index 1612ea03817..7825684cfe5 100644
--- a/litellm/types/proxy/management_endpoints/scim_v2.py
+++ b/litellm/types/proxy/management_endpoints/scim_v2.py
@@ -150,6 +150,12 @@ class SCIMGroup(SCIMResource):
     members: list[SCIMMember] | None = None
 
 
+class SCIMPlaceholderMergeResult(BaseModel):
+    placeholder_user_id: str
+    merged_into_user_id: str
+    team_ids: tuple[str, ...]
+
+
 # SCIM List Response Models
 class SCIMListResponse(BaseModel):
     schemas: list[str] = ["urn:ietf:params:scim:api:messages:2.0:ListResponse"]
diff --git a/litellm/types/proxy/model_listing.py b/litellm/types/proxy/model_listing.py
index b59c0f2cf19..24cfa85eee4 100644
--- a/litellm/types/proxy/model_listing.py
+++ b/litellm/types/proxy/model_listing.py
@@ -11,8 +11,8 @@ class ModelInfoMetadata(TypedDict):
 
 class ModelInfoResponse(TypedDict):
     """OpenAI-compatible model object. `mode`, `max_input_tokens`, and
-    `max_output_tokens` are attached when the cost map knows them; `metadata`
-    is present only when the endpoint is called with include_metadata=true.
+    `max_output_tokens` are attached when the cost map or deployment config
+    knows them; `metadata` is present only with include_metadata=true.
     """
 
     id: str
diff --git a/litellm/types/proxy/public_endpoints/public_endpoints.py b/litellm/types/proxy/public_endpoints/public_endpoints.py
index f6ee054ceaa..fa73926305b 100644
--- a/litellm/types/proxy/public_endpoints/public_endpoints.py
+++ b/litellm/types/proxy/public_endpoints/public_endpoints.py
@@ -1,7 +1,7 @@
-from collections.abc import Mapping
+from collections.abc import Mapping, Sequence
 from typing import Any, Literal
 
-from pydantic import BaseModel
+from pydantic import BaseModel, ConfigDict
 
 
 class PublicModelHubInfo(BaseModel):
@@ -43,6 +43,8 @@ class AgentCredentialField(BaseModel):
     options: list[str] | None = None
     default_value: str | None = None
     include_in_litellm_params: bool | None = None
+    validation_pattern: str | None = None
+    validation_message: str | None = None
 
 
 class AgentCreateInfo(BaseModel):
@@ -71,6 +73,44 @@ class SupportedEndpointsResponse(BaseModel):
     endpoints: list[SupportedEndpoint]
 
 
+class AutoRouterPresetTiers(BaseModel):
+    """Exactly the four built-in tiers the dashboard's preset prefill can apply.
+
+    extra="forbid" on purpose: a tier name this dashboard cannot apply would grey out or crash the
+    picker, so such a catalog is rejected wholesale and the bundled one serves instead.
+    """
+
+    model_config = ConfigDict(extra="forbid")
+
+    SIMPLE: Sequence[str]
+    MEDIUM: Sequence[str]
+    COMPLEX: Sequence[str]
+    REASONING: Sequence[str]
+
+
+class AutoRouterPresetConfig(BaseModel):
+    """The complexity_router_config a preset prefills.
+
+    Only tiers is validated, because every dashboard consumer dereferences it; everything else
+    passes through verbatim with unknown fields kept (extra="allow"), so a catalog published after
+    this proxy shipped still serves its new fields intact.
+    """
+
+    model_config = ConfigDict(extra="allow")
+
+    tiers: AutoRouterPresetTiers
+
+
+class AutoRouterPresetRecord(BaseModel):
+    """One auto-router preset as served to the dashboard's template picker."""
+
+    model_config = ConfigDict(extra="allow")
+
+    label: str
+    description: str
+    complexity_router_config: AutoRouterPresetConfig
+
+
 class ComplexityScorerDefaults(BaseModel):
     """The complexity router's shipped heuristic scorer defaults.
 
diff --git a/litellm/types/rerank.py b/litellm/types/rerank.py
index 903781b2ccd..a76e6cf1187 100644
--- a/litellm/types/rerank.py
+++ b/litellm/types/rerank.py
@@ -4,8 +4,10 @@ https://docs.cohere.com/reference/rerank
 
 """
 
-from pydantic import BaseModel, PrivateAttr
-from typing_extensions import Required, TypedDict
+from typing import Literal
+
+from pydantic import BaseModel, ConfigDict, PrivateAttr
+from typing_extensions import ReadOnly, Required, TypedDict
 
 
 class RerankRequest(BaseModel):
@@ -21,6 +23,18 @@ class RerankRequest(BaseModel):
     # (e.g. hosted vLLM / Qwen3-Reranker, DeepInfra). Omitted from the outgoing
     # request when None, so this is fully backward-compatible.
     instruction: str | None = None
+    truncate_prompt_tokens: int | None = None
+    truncation_side: Literal["left", "right"] | None = None
+    max_tokens_per_query: int | None = None
+
+
+class HostedVLLMRerankTruncationParams(BaseModel):
+    model_config = ConfigDict(frozen=True)
+
+    truncate_prompt_tokens: int | None = None
+    truncation_side: Literal["left", "right"] | None = None
+    max_tokens_per_query: int | None = None
+    max_tokens_per_doc: int | None = None
 
 
 class OptionalRerankParams(TypedDict, total=False):
@@ -32,6 +46,9 @@ class OptionalRerankParams(TypedDict, total=False):
     max_chunks_per_doc: int | None
     max_tokens_per_doc: int | None
     instruction: str | None
+    truncate_prompt_tokens: ReadOnly[int | None]
+    truncation_side: ReadOnly[Literal["left", "right"] | None]
+    max_tokens_per_query: ReadOnly[int | None]
 
 
 class RerankBilledUnits(TypedDict, total=False):
diff --git a/litellm/types/router.py b/litellm/types/router.py
index e0957383aac..4f4df1a8d2e 100644
--- a/litellm/types/router.py
+++ b/litellm/types/router.py
@@ -106,6 +106,20 @@ class RetryPolicy(BaseModel):
     InternalServerErrorRetries: int | None = None
 
 
+OptionalPreCallChecks = list[
+    Literal[
+        "prompt_caching",
+        "router_budget_limiting",
+        "responses_api_deployment_check",
+        "deployment_affinity",
+        "session_affinity",
+        "forward_client_headers_by_model_group",
+        "enforce_model_rate_limits",
+        "encrypted_content_affinity",
+    ]
+]
+
+
 class UpdateRouterConfig(BaseModel):
     """
     Set of params that you can modify via `router.update_settings()`.
@@ -128,6 +142,7 @@ class UpdateRouterConfig(BaseModel):
     model_group_alias: dict[str, str | dict] | None = {}
     enable_tag_filtering: bool | None = None
     tag_routing_prefix: str | None = None
+    optional_pre_call_checks: OptionalPreCallChecks | None = None
 
     model_config = ConfigDict(protected_namespaces=())
 
@@ -290,6 +305,7 @@ class GenericLiteLLMParams(CredentialLiteLLMParams, CustomPricingLiteLLMParams):
     """
 
     custom_llm_provider: str | None = None
+    rust: bool | None = None
     tpm: int | None = None
     rpm: int | None = None
     itpm: int | None = None
@@ -869,20 +885,6 @@ class FallbackAccessCheck(Protocol):
     async def __call__(self, *, model: str, request_kwargs: Mapping[str, object], llm_router: "Router") -> bool: ...
 
 
-OptionalPreCallChecks = list[
-    Literal[
-        "prompt_caching",
-        "router_budget_limiting",
-        "responses_api_deployment_check",
-        "deployment_affinity",
-        "session_affinity",
-        "forward_client_headers_by_model_group",
-        "enforce_model_rate_limits",
-        "encrypted_content_affinity",
-    ]
-]
-
-
 class LiteLLM_RouterFileObject(TypedDict, total=False):
     """
     Tracking the litellm params hash, used for mapping the file id to the right model
diff --git a/litellm/types/utils.py b/litellm/types/utils.py
index 3a0883b6607..0bdbb83fbb4 100644
--- a/litellm/types/utils.py
+++ b/litellm/types/utils.py
@@ -2543,6 +2543,7 @@ class ImageResponse(OpenAIImageResponse, BaseLiteLLMOpenAIResponseObject):
         )
         super().__init__(created=created, data=_data, usage=_usage)
 
+        self.background = kwargs.get("background", None)
         self.quality = kwargs.get("quality", None)
         self.output_format = kwargs.get("output_format", None)
         self.size = kwargs.get("size", None)
@@ -2839,6 +2840,7 @@ class StandardLoggingRoutingDecisionTierBoundaries(TypedDict):
 
 RoutingDecisionCause = Literal[
     "heuristic_scorer",
+    "heuristic_v2",
     # The scorer found 2+ reasoning markers and forced REASONING regardless of score.
     # A distinct cause rather than a marker inside `signals`, because it is the fact
     # that tells a reader the score did NOT choose the tier; encoding it as free text
@@ -2851,6 +2853,7 @@ RoutingDecisionCause = Literal[
     # scorer, and from "classifier_fallback", which is the scorer running because a call failed:
     # only this cause means an LLM classifier was configured, reachable, and deliberately skipped.
     "heuristic_first_short_circuit",
+    "hybrid_short_circuit",
     # The operator's classifier plugin (classifier_type 'custom') decided the tier.
     "classifier_plugin",
     # The LLM classifier or classifier plugin failed on a router with an operator-defined
@@ -2877,6 +2880,10 @@ RoutingDecisionCause = Literal[
     # routed model does not accept image input, so the nearest higher capable tier or
     # default_model served instead. The displaced placement rides in signals.
     "modality_escalation",
+    # modality_pin_override replaced a KEPT session-affinity pin for this request only: the turn
+    # carries an image the pinned model cannot accept. The stored pin is untouched, so the next
+    # text turn replays it. Distinct from "modality_escalation", which never displaces a pin.
+    "modality_pin_override",
     "session_affinity_pin",
     "session_affinity_escalation",
     # classification_mode 'user_turn': the request is an agent loop's continuation turn (no new
@@ -3636,6 +3643,8 @@ all_litellm_params = (
         "client",
         "rpm",
         "tpm",
+        "default_api_key_rpm_limit",
+        "default_api_key_tpm_limit",
         "itpm",
         "otpm",
         "max_parallel_requests",
diff --git a/litellm/utils.py b/litellm/utils.py
index 2fdc4a45148..239673a20d9 100644
--- a/litellm/utils.py
+++ b/litellm/utils.py
@@ -3338,6 +3338,9 @@ def get_optional_params_image_gen(
             continue
         passed_params[k] = v
 
+    provider_supported_params: Final[tuple[str, ...]] = (
+        tuple(provider_config.get_supported_openai_params(model=model or "")) if provider_config is not None else ()
+    )
     default_params: Final = {
         "n": None,
         "quality": None,
@@ -3348,6 +3351,7 @@ def get_optional_params_image_gen(
         "imageConfig": None,
         "tools": None,
         "web_search_options": None,
+        **{k: None for k in provider_supported_params},
     }
 
     non_default_params: Final = _get_non_default_params(
@@ -3407,10 +3411,9 @@ def get_optional_params_image_gen(
         if size is not None:
             optional_params["aspectRatio"] = _map_openai_size_to_vertex_ai_aspect_ratio(size)
 
-    openai_params: list[str] = list(default_params.keys())
-    if provider_config is not None:
-        supported_params = provider_config.get_supported_openai_params(model=model or "")
-        openai_params = list(supported_params)
+    openai_params: Final[list[str]] = (
+        list(provider_supported_params) if provider_config is not None else list(default_params.keys())
+    )
 
     optional_params = add_provider_specific_params_to_optional_params(
         optional_params=optional_params,
@@ -4876,11 +4879,7 @@ def _get_deployment_order(deployment: dict | Any) -> int | None:
 
 def _get_order_filtered_deployments(healthy_deployments: list[dict], target_order: int | None = None) -> list:
     if target_order is not None:
-        filtered: Final = [d for d in healthy_deployments if _get_deployment_order(d) == target_order]
-        if filtered:
-            return filtered
-        # target_order doesn't match any deployment (e.g., external fallback model) — return all
-        return healthy_deployments
+        return [d for d in healthy_deployments if _get_deployment_order(d) == target_order]
 
     # Default: pick min order group
     _valid_orders: Final[list[int]] = [
@@ -5110,49 +5109,6 @@ def get_response_string(response_obj: ModelResponse | ModelResponseStream) -> st
     return "".join(response_parts)
 
 
-def get_api_key(llm_provider: str, dynamic_api_key: str | None):
-    api_key = dynamic_api_key or litellm.api_key
-    # openai
-    if llm_provider == "openai" or llm_provider == "text-completion-openai":
-        api_key = api_key or litellm.openai_key or get_secret("OPENAI_API_KEY")
-    # anthropic
-    elif llm_provider == "anthropic" or llm_provider == "anthropic_text":
-        api_key = api_key or litellm.anthropic_key or get_secret("ANTHROPIC_API_KEY")
-    # ai21
-    elif llm_provider == "ai21":
-        api_key = api_key or litellm.ai21_key or get_secret("AI21_API_KEY")
-    # aleph_alpha
-    elif llm_provider == "aleph_alpha":
-        api_key = api_key or litellm.aleph_alpha_key or get_secret("ALEPH_ALPHA_API_KEY")
-    # baseten
-    elif llm_provider == "baseten":
-        api_key = api_key or litellm.baseten_key or get_secret("BASETEN_API_KEY")
-    # cohere
-    elif llm_provider == "cohere" or llm_provider == "cohere_chat":
-        api_key = api_key or litellm.cohere_key or get_secret("COHERE_API_KEY")
-    # huggingface
-    elif llm_provider == "huggingface":
-        api_key = api_key or litellm.huggingface_key or get_secret("HUGGINGFACE_API_KEY")
-    # nlp_cloud
-    elif llm_provider == "nlp_cloud":
-        api_key = api_key or litellm.nlp_cloud_key or get_secret("NLP_CLOUD_API_KEY")
-    # replicate
-    elif llm_provider == "replicate":
-        api_key = api_key or litellm.replicate_key or get_secret("REPLICATE_API_KEY")
-    # together_ai
-    elif llm_provider == "together_ai":
-        api_key = (
-            api_key or litellm.togetherai_api_key or get_secret("TOGETHERAI_API_KEY") or get_secret("TOGETHER_AI_TOKEN")
-        )
-    # nebius
-    elif llm_provider == "nebius":
-        api_key = api_key or litellm.nebius_key or get_secret("NEBIUS_API_KEY")
-    # wandb
-    elif llm_provider == "wandb":
-        api_key = api_key or litellm.wandb_key or get_secret("WANDB_API_KEY")
-    return api_key
-
-
 def get_utc_datetime():
     import datetime as dt
     from datetime import datetime
diff --git a/litellm/vector_stores/main.py b/litellm/vector_stores/main.py
index 9b0ff71730a..2fe1965a192 100644
--- a/litellm/vector_stores/main.py
+++ b/litellm/vector_stores/main.py
@@ -7,7 +7,7 @@ import builtins
 import contextvars
 from collections.abc import Coroutine, Mapping
 from functools import partial
-from typing import Final
+from typing import TYPE_CHECKING, Final
 
 import httpx
 
@@ -15,6 +15,11 @@ import litellm
 from litellm.constants import request_timeout
 from litellm.litellm_core_utils.get_llm_provider_logic import get_llm_provider
 from litellm.litellm_core_utils.litellm_logging import Logging as LiteLLMLoggingObj
+from litellm.llms.base_llm.vector_store.transformation import (
+    BaseQueryEmbeddingVectorStoreConfig,
+    VectorStoreEmbeddingExecutor,
+    vector_store_request_metadata,
+)
 from litellm.llms.custom_httpx.llm_http_handler import BaseLLMHTTPHandler
 from litellm.types.router import GenericLiteLLMParams
 from litellm.types.vector_stores import (
@@ -29,12 +34,25 @@ from litellm.types.vector_stores import (
 from litellm.utils import ProviderConfigManager, client
 from litellm.vector_stores.utils import VectorStoreRequestUtils
 
+if TYPE_CHECKING:
+    from litellm.router import Router
+
 ####### ENVIRONMENT VARIABLES ###################
 # Initialize any necessary instances or variables here
 base_llm_http_handler = BaseLLMHTTPHandler()
 #################################################
 
 
+def _direct_vector_store_embedding_executor(
+    value: object, router: "Router | None", request_kwargs: Mapping[str, object]
+) -> VectorStoreEmbeddingExecutor:
+    if value is not None and not isinstance(value, VectorStoreEmbeddingExecutor):
+        raise TypeError("Invalid direct vector store embedding executor")
+    return BaseQueryEmbeddingVectorStoreConfig.query_embedding_executor(
+        value, router, vector_store_request_metadata(request_kwargs)
+    )
+
+
 def mock_vector_store_search_response(
     mock_results: list[VectorStoreSearchResult] | None = None,
 ):
@@ -280,12 +298,18 @@ async def asearch(
     timeout: float | httpx.Timeout | None = None,
     # LiteLLM specific params,
     custom_llm_provider: str | None = None,
+    router: "Router | None" = None,
     **kwargs,
 ) -> VectorStoreSearchResponse:
     """
     Async: Search a vector store for relevant chunks based on a query and file attributes filter.
     """
-    local_vars: Final = locals()
+    embedding_executor: Final = _direct_vector_store_embedding_executor(
+        kwargs.pop("_direct_vector_store_embedding_executor", None), router, kwargs
+    )
+    local_vars: Final = {  # mutable-ok: exception logging requires a sanitized mutable snapshot
+        key: value for key, value in locals().items() if key != "embedding_executor"
+    }
 
     try:
         loop: Final = asyncio.get_event_loop()
@@ -308,6 +332,8 @@ async def asearch(
             extra_body=extra_body,
             timeout=timeout,
             custom_llm_provider=custom_llm_provider,
+            _direct_vector_store_embedding_executor=embedding_executor,
+            router=router,
             **kwargs,
         )
 
@@ -347,6 +373,7 @@ def search(
     timeout: float | httpx.Timeout | None = None,
     # LiteLLM specific params,
     custom_llm_provider: str | None = None,
+    router: "Router | None" = None,
     **kwargs,
 ) -> VectorStoreSearchResponse | Coroutine[object, object, VectorStoreSearchResponse]:
     """
@@ -363,12 +390,16 @@ def search(
     Returns:
         VectorStoreSearchResponse containing the search results.
     """
-    local_vars: Final = locals()
+    embedding_executor: Final = _direct_vector_store_embedding_executor(
+        kwargs.pop("_direct_vector_store_embedding_executor", None), router, kwargs
+    )
+    local_vars: Final = {  # mutable-ok: exception logging requires a sanitized mutable snapshot
+        key: value for key, value in locals().items() if key != "embedding_executor"
+    }
     try:
         litellm_logging_obj: Final[LiteLLMLoggingObj] = kwargs.get("litellm_logging_obj")
         litellm_call_id: Final[str | None] = kwargs.get("litellm_call_id", None)
         _is_async: Final = kwargs.pop("asearch", False) is True
-
         # pull credentials from registry if available
         if litellm.vector_store_registry is not None and vector_store_id is not None:
             try:
@@ -445,6 +476,7 @@ def search(
             custom_llm_provider=custom_llm_provider,
             litellm_params=litellm_params,
             logging_obj=litellm_logging_obj,
+            embedding_executor=embedding_executor,
             extra_headers=extra_headers,
             extra_body=extra_body,
             timeout=timeout or request_timeout,
diff --git a/model_prices_and_context_window.json b/model_prices_and_context_window.json
index 55618d9f772..1c6d5e0b28b 100644
--- a/model_prices_and_context_window.json
+++ b/model_prices_and_context_window.json
@@ -9643,7 +9643,8 @@
         "supported_endpoints": [
             "/v1/images/generations",
             "/v1/images/edits"
-        ]
+        ],
+        "deprecation_date": "2026-10-01"
     },
     "azure_ai/MAI-Image-2.5-Flash": {
         "input_cost_per_image_token": 1.75e-06,
@@ -9656,7 +9657,8 @@
         "supported_endpoints": [
             "/v1/images/generations",
             "/v1/images/edits"
-        ]
+        ],
+        "deprecation_date": "2026-10-01"
     },
     "azure_ai/MAI-Image-2e": {
         "deprecation_date": "2026-08-15",
@@ -10155,7 +10157,9 @@
         "source": "https://azure.microsoft.com/en-us/pricing/details/ai-foundry-models/deepseek/",
         "supports_function_calling": true,
         "supports_reasoning": true,
-        "supports_tool_choice": true
+        "supports_tool_choice": true,
+        "cache_read_input_token_cost": 1.45e-07,
+        "supports_prompt_caching": true
     },
     "azure_ai/deepseek-v4-flash": {
         "deprecation_date": "2028-02-20",
@@ -10169,18 +10173,20 @@
         "source": "https://azure.microsoft.com/en-us/pricing/details/ai-foundry-models/deepseek/",
         "supports_function_calling": true,
         "supports_reasoning": true,
-        "supports_tool_choice": true
-    },
-    "azure_ai/deepseek-v4-flash-0731": {
+        "supports_tool_choice": true,
         "cache_read_input_token_cost": 2.8e-08,
+        "supports_prompt_caching": true
+    },
+    "azure_ai/DeepSeek-V4-Flash-0731": {
+        "cache_read_input_token_cost": 1.4e-08,
         "deprecation_date": "2026-12-03",
-        "input_cost_per_token": 1.9e-07,
+        "input_cost_per_token": 4.4e-07,
         "litellm_provider": "azure_ai",
         "max_input_tokens": 1000000,
         "max_output_tokens": 128000,
         "max_tokens": 128000,
         "mode": "chat",
-        "output_cost_per_token": 5.1e-07,
+        "output_cost_per_token": 1.32e-06,
         "source": "https://azure.microsoft.com/en-us/pricing/details/ai-foundry-models/deepseek/",
         "supports_function_calling": true,
         "supports_prompt_caching": true,
@@ -10400,11 +10406,13 @@
         "max_tokens": 262144,
         "mode": "chat",
         "output_cost_per_token": 3e-06,
-        "source": "https://techcommunity.microsoft.com/blog/azure-ai-foundry-blog/kimi-k2-5-now-in-microsoft-foundry/4492321",
+        "source": "https://azure.microsoft.com/en-us/pricing/details/ai-foundry-models/kimi/",
         "supports_function_calling": true,
         "supports_tool_choice": true,
         "supports_video_input": true,
-        "supports_vision": true
+        "supports_vision": true,
+        "cache_read_input_token_cost": 1e-07,
+        "supports_prompt_caching": true
     },
     "azure_ai/kimi-k2.6": {
         "deprecation_date": "2027-04-16",
@@ -10415,7 +10423,7 @@
         "max_tokens": 262144,
         "mode": "chat",
         "output_cost_per_token": 4e-06,
-        "source": "https://techcommunity.microsoft.com/blog/azure-ai-foundry-blog/introducing-kimi-k2-6-in-microsoft-foundry/4513125",
+        "source": "https://azure.microsoft.com/en-us/pricing/details/ai-foundry-models/kimi/",
         "supported_modalities": [
             "text",
             "image"
@@ -10426,7 +10434,9 @@
         "supports_function_calling": true,
         "supports_reasoning": true,
         "supports_tool_choice": true,
-        "supports_vision": true
+        "supports_vision": true,
+        "cache_read_input_token_cost": 1.6e-07,
+        "supports_prompt_caching": true
     },
     "azure_ai/ministral-3b": {
         "input_cost_per_token": 4e-08,
@@ -12110,7 +12120,7 @@
         "max_output_tokens": 2048,
         "max_tokens": 2048,
         "mode": "chat",
-        "output_cost_per_token": 2.65e-06,
+        "output_cost_per_token": 6e-07,
         "supports_pdf_input": true
     },
     "bedrock/us-west-1/meta.llama3-70b-instruct-v1:0": {
@@ -23514,6 +23524,63 @@
         "web_search_billing_unit": "per_query",
         "google_maps_grounding_cost_per_query": 0.014
     },
+    "vertex_ai/gemini-3.8-flash": {
+        "prompt_cache_min_tokens": 4096,
+        "cache_read_input_token_cost": 7.5e-08,
+        "cache_read_input_token_cost_flex": 3.75e-08,
+        "input_cost_per_token": 7.5e-07,
+        "input_cost_per_token_batches": 3.75e-07,
+        "input_cost_per_token_flex": 3.75e-07,
+        "litellm_provider": "vertex_ai",
+        "max_input_tokens": 1048576,
+        "max_output_tokens": 65536,
+        "max_tokens": 65536,
+        "mode": "chat",
+        "output_cost_per_reasoning_token": 3.75e-06,
+        "output_cost_per_token": 3.75e-06,
+        "output_cost_per_token_batches": 1.875e-06,
+        "output_cost_per_token_flex": 1.875e-06,
+        "regional_endpoint_uplift_multiplier": 1.1,
+        "source": "https://cloud.google.com/vertex-ai/generative-ai/pricing",
+        "supported_endpoints": [
+            "/v1/chat/completions",
+            "/v1/completions",
+            "/v1/batch"
+        ],
+        "supported_modalities": [
+            "text",
+            "image",
+            "audio",
+            "video"
+        ],
+        "supported_output_modalities": [
+            "text"
+        ],
+        "supports_audio_input": true,
+        "supports_function_calling": true,
+        "supports_parallel_function_calling": true,
+        "supports_pdf_input": true,
+        "supports_prompt_caching": true,
+        "supports_reasoning": true,
+        "supports_response_schema": true,
+        "supports_system_messages": true,
+        "supports_tool_choice": true,
+        "supports_url_context": true,
+        "supports_video_input": true,
+        "supports_vision": true,
+        "supports_web_search": true,
+        "supports_native_streaming": true,
+        "input_cost_per_token_priority": 1.35e-06,
+        "output_cost_per_token_priority": 6.75e-06,
+        "cache_read_input_token_cost_priority": 1.35e-07,
+        "search_context_cost_per_query": {
+            "search_context_size_low": 0.014,
+            "search_context_size_medium": 0.014,
+            "search_context_size_high": 0.014
+        },
+        "web_search_billing_unit": "per_query",
+        "google_maps_grounding_cost_per_query": 0.014
+    },
     "vertex_ai/gemini-3.1-pro-preview": {
         "prompt_cache_min_tokens": 4096,
         "cache_read_input_token_cost": 2e-07,
@@ -25351,6 +25418,65 @@
         "web_search_billing_unit": "per_query",
         "google_maps_grounding_cost_per_query": 0.014
     },
+    "gemini/gemini-3.8-flash": {
+        "prompt_cache_min_tokens": 4096,
+        "cache_read_input_token_cost": 7.5e-08,
+        "cache_read_input_token_cost_flex": 3.75e-08,
+        "input_cost_per_token": 7.5e-07,
+        "input_cost_per_token_batches": 3.75e-07,
+        "input_cost_per_token_flex": 3.75e-07,
+        "litellm_provider": "gemini",
+        "max_input_tokens": 1048576,
+        "max_output_tokens": 65536,
+        "max_tokens": 65536,
+        "mode": "chat",
+        "output_cost_per_reasoning_token": 3.75e-06,
+        "output_cost_per_token": 3.75e-06,
+        "output_cost_per_token_batches": 1.875e-06,
+        "output_cost_per_token_flex": 1.875e-06,
+        "rpm": 2000,
+        "source": "https://ai.google.dev/gemini-api/docs/pricing",
+        "supported_endpoints": [
+            "/v1/chat/completions",
+            "/v1/completions",
+            "/v1/batch"
+        ],
+        "supported_modalities": [
+            "text",
+            "image",
+            "audio",
+            "video"
+        ],
+        "supported_output_modalities": [
+            "text"
+        ],
+        "supports_audio_output": false,
+        "supports_audio_input": true,
+        "supports_function_calling": true,
+        "supports_parallel_function_calling": true,
+        "supports_pdf_input": true,
+        "supports_prompt_caching": true,
+        "supports_reasoning": true,
+        "supports_response_schema": true,
+        "supports_system_messages": true,
+        "supports_tool_choice": true,
+        "supports_url_context": true,
+        "supports_video_input": true,
+        "supports_vision": true,
+        "supports_web_search": true,
+        "supports_native_streaming": true,
+        "tpm": 800000,
+        "input_cost_per_token_priority": 1.35e-06,
+        "output_cost_per_token_priority": 6.75e-06,
+        "cache_read_input_token_cost_priority": 1.35e-07,
+        "search_context_cost_per_query": {
+            "search_context_size_low": 0.014,
+            "search_context_size_medium": 0.014,
+            "search_context_size_high": 0.014
+        },
+        "web_search_billing_unit": "per_query",
+        "google_maps_grounding_cost_per_query": 0.014
+    },
     "gemini/gemini-omni-flash-preview": {
         "input_cost_per_audio_token": 1.5e-06,
         "input_cost_per_token": 1.5e-06,
@@ -25759,6 +25885,63 @@
         "web_search_billing_unit": "per_query",
         "google_maps_grounding_cost_per_query": 0.014
     },
+    "gemini-3.8-flash": {
+        "prompt_cache_min_tokens": 4096,
+        "cache_read_input_token_cost": 7.5e-08,
+        "cache_read_input_token_cost_flex": 3.75e-08,
+        "input_cost_per_token": 7.5e-07,
+        "input_cost_per_token_batches": 3.75e-07,
+        "input_cost_per_token_flex": 3.75e-07,
+        "litellm_provider": "vertex_ai-language-models",
+        "max_input_tokens": 1048576,
+        "max_output_tokens": 65536,
+        "max_tokens": 65536,
+        "mode": "chat",
+        "output_cost_per_reasoning_token": 3.75e-06,
+        "output_cost_per_token": 3.75e-06,
+        "output_cost_per_token_batches": 1.875e-06,
+        "output_cost_per_token_flex": 1.875e-06,
+        "source": "https://ai.google.dev/gemini-api/docs/pricing",
+        "supported_endpoints": [
+            "/v1/chat/completions",
+            "/v1/completions",
+            "/v1/batch"
+        ],
+        "supported_modalities": [
+            "text",
+            "image",
+            "audio",
+            "video"
+        ],
+        "supported_output_modalities": [
+            "text"
+        ],
+        "supports_audio_output": false,
+        "supports_audio_input": true,
+        "supports_function_calling": true,
+        "supports_parallel_function_calling": true,
+        "supports_pdf_input": true,
+        "supports_prompt_caching": true,
+        "supports_reasoning": true,
+        "supports_response_schema": true,
+        "supports_system_messages": true,
+        "supports_tool_choice": true,
+        "supports_url_context": true,
+        "supports_video_input": true,
+        "supports_vision": true,
+        "supports_web_search": true,
+        "supports_native_streaming": true,
+        "input_cost_per_token_priority": 1.35e-06,
+        "output_cost_per_token_priority": 6.75e-06,
+        "cache_read_input_token_cost_priority": 1.35e-07,
+        "search_context_cost_per_query": {
+            "search_context_size_low": 0.014,
+            "search_context_size_medium": 0.014,
+            "search_context_size_high": 0.014
+        },
+        "web_search_billing_unit": "per_query",
+        "google_maps_grounding_cost_per_query": 0.014
+    },
     "gemini/gemini-2.5-pro-preview-tts": {
         "cache_read_input_token_cost": 1.25e-07,
         "input_cost_per_audio_token": 7e-07,
@@ -29094,20 +29277,92 @@
         "supports_xhigh_reasoning_effort": true,
         "supports_minimal_reasoning_effort": true
     },
+    "gpt-6-astra": {
+        "cache_creation_input_token_cost": 1.25e-05,
+        "cache_creation_input_token_cost_above_272k_tokens": 2.5e-05,
+        "cache_creation_input_token_cost_above_272k_tokens_flex": 1.25e-05,
+        "cache_creation_input_token_cost_above_272k_tokens_priority": 5e-05,
+        "cache_creation_input_token_cost_flex": 6.25e-06,
+        "cache_creation_input_token_cost_priority": 2.5e-05,
+        "cache_read_input_token_cost": 1e-06,
+        "cache_read_input_token_cost_above_272k_tokens": 2e-06,
+        "cache_read_input_token_cost_above_272k_tokens_flex": 1e-06,
+        "cache_read_input_token_cost_above_272k_tokens_priority": 4e-06,
+        "cache_read_input_token_cost_flex": 5e-07,
+        "cache_read_input_token_cost_priority": 2e-06,
+        "input_cost_per_token": 1e-05,
+        "input_cost_per_token_above_272k_tokens": 2e-05,
+        "input_cost_per_token_above_272k_tokens_flex": 1e-05,
+        "input_cost_per_token_above_272k_tokens_priority": 4e-05,
+        "input_cost_per_token_batches": 5e-06,
+        "input_cost_per_token_flex": 5e-06,
+        "input_cost_per_token_priority": 2e-05,
+        "litellm_provider": "openai",
+        "max_input_tokens": 922000,
+        "max_output_tokens": 128000,
+        "max_tokens": 128000,
+        "mode": "chat",
+        "output_cost_per_token": 5e-05,
+        "output_cost_per_token_above_272k_tokens": 7.5e-05,
+        "output_cost_per_token_above_272k_tokens_flex": 3.75e-05,
+        "output_cost_per_token_above_272k_tokens_priority": 0.00015,
+        "output_cost_per_token_batches": 2.5e-05,
+        "output_cost_per_token_flex": 2.5e-05,
+        "output_cost_per_token_priority": 0.0001,
+        "regional_processing_uplift_multiplier_eu": 1.1,
+        "regional_processing_uplift_multiplier_us": 1.1,
+        "search_context_cost_per_query": {
+            "search_context_size_high": 0.01,
+            "search_context_size_low": 0.01,
+            "search_context_size_medium": 0.01
+        },
+        "supported_endpoints": [
+            "/v1/chat/completions",
+            "/v1/batch",
+            "/v1/responses"
+        ],
+        "supported_modalities": [
+            "text",
+            "image"
+        ],
+        "supported_output_modalities": [
+            "text"
+        ],
+        "supports_computer_use": true,
+        "supports_function_calling": true,
+        "supports_max_reasoning_effort": true,
+        "supports_minimal_reasoning_effort": false,
+        "supports_native_streaming": true,
+        "supports_none_reasoning_effort": false,
+        "supports_parallel_function_calling": true,
+        "supports_pdf_input": true,
+        "supports_prompt_cache_breakpoint": true,
+        "supports_prompt_caching": true,
+        "supports_reasoning": true,
+        "supports_response_schema": true,
+        "supports_system_messages": true,
+        "supports_tool_choice": true,
+        "supports_vision": true,
+        "supports_web_search": true,
+        "supports_xhigh_reasoning_effort": true
+    },
     "gpt-5.6": {
         "cache_creation_input_token_cost": 5e-06,
         "cache_creation_input_token_cost_above_272k_tokens": 1e-05,
         "cache_creation_input_token_cost_above_272k_tokens_flex": 5e-06,
+        "cache_creation_input_token_cost_above_272k_tokens_priority": 2e-05,
         "cache_creation_input_token_cost_flex": 2.5e-06,
         "cache_creation_input_token_cost_priority": 1e-05,
         "cache_read_input_token_cost": 4e-07,
         "cache_read_input_token_cost_above_272k_tokens": 8e-07,
         "cache_read_input_token_cost_above_272k_tokens_flex": 4e-07,
+        "cache_read_input_token_cost_above_272k_tokens_priority": 1.6e-06,
         "cache_read_input_token_cost_flex": 2e-07,
         "cache_read_input_token_cost_priority": 8e-07,
         "input_cost_per_token": 4e-06,
         "input_cost_per_token_above_272k_tokens": 8e-06,
         "input_cost_per_token_above_272k_tokens_flex": 4e-06,
+        "input_cost_per_token_above_272k_tokens_priority": 1.6e-05,
         "input_cost_per_token_batches": 2e-06,
         "input_cost_per_token_flex": 2e-06,
         "input_cost_per_token_priority": 8e-06,
@@ -29119,6 +29374,7 @@
         "output_cost_per_token": 2e-05,
         "output_cost_per_token_above_272k_tokens": 3e-05,
         "output_cost_per_token_above_272k_tokens_flex": 1.5e-05,
+        "output_cost_per_token_above_272k_tokens_priority": 6e-05,
         "output_cost_per_token_batches": 1e-05,
         "output_cost_per_token_flex": 1e-05,
         "output_cost_per_token_priority": 4e-05,
@@ -29161,16 +29417,19 @@
         "cache_creation_input_token_cost": 5e-06,
         "cache_creation_input_token_cost_above_272k_tokens": 1e-05,
         "cache_creation_input_token_cost_above_272k_tokens_flex": 5e-06,
+        "cache_creation_input_token_cost_above_272k_tokens_priority": 2e-05,
         "cache_creation_input_token_cost_flex": 2.5e-06,
         "cache_creation_input_token_cost_priority": 1e-05,
         "cache_read_input_token_cost": 4e-07,
         "cache_read_input_token_cost_above_272k_tokens": 8e-07,
         "cache_read_input_token_cost_above_272k_tokens_flex": 4e-07,
+        "cache_read_input_token_cost_above_272k_tokens_priority": 1.6e-06,
         "cache_read_input_token_cost_flex": 2e-07,
         "cache_read_input_token_cost_priority": 8e-07,
         "input_cost_per_token": 4e-06,
         "input_cost_per_token_above_272k_tokens": 8e-06,
         "input_cost_per_token_above_272k_tokens_flex": 4e-06,
+        "input_cost_per_token_above_272k_tokens_priority": 1.6e-05,
         "input_cost_per_token_batches": 2e-06,
         "input_cost_per_token_flex": 2e-06,
         "input_cost_per_token_priority": 8e-06,
@@ -29182,6 +29441,7 @@
         "output_cost_per_token": 2e-05,
         "output_cost_per_token_above_272k_tokens": 3e-05,
         "output_cost_per_token_above_272k_tokens_flex": 1.5e-05,
+        "output_cost_per_token_above_272k_tokens_priority": 6e-05,
         "output_cost_per_token_batches": 1e-05,
         "output_cost_per_token_flex": 1e-05,
         "output_cost_per_token_priority": 4e-05,
@@ -29225,16 +29485,19 @@
         "cache_creation_input_token_cost": 2.5e-06,
         "cache_creation_input_token_cost_above_272k_tokens": 5e-06,
         "cache_creation_input_token_cost_above_272k_tokens_flex": 2.5e-06,
+        "cache_creation_input_token_cost_above_272k_tokens_priority": 1e-05,
         "cache_creation_input_token_cost_flex": 1.25e-06,
         "cache_creation_input_token_cost_priority": 5e-06,
         "cache_read_input_token_cost": 2e-07,
         "cache_read_input_token_cost_above_272k_tokens": 4e-07,
         "cache_read_input_token_cost_above_272k_tokens_flex": 2e-07,
+        "cache_read_input_token_cost_above_272k_tokens_priority": 8e-07,
         "cache_read_input_token_cost_flex": 1e-07,
         "cache_read_input_token_cost_priority": 4e-07,
         "input_cost_per_token": 2e-06,
         "input_cost_per_token_above_272k_tokens": 4e-06,
         "input_cost_per_token_above_272k_tokens_flex": 2e-06,
+        "input_cost_per_token_above_272k_tokens_priority": 8e-06,
         "input_cost_per_token_batches": 1e-06,
         "input_cost_per_token_flex": 1e-06,
         "input_cost_per_token_priority": 4e-06,
@@ -29246,6 +29509,7 @@
         "output_cost_per_token": 1.2e-05,
         "output_cost_per_token_above_272k_tokens": 1.8e-05,
         "output_cost_per_token_above_272k_tokens_flex": 9e-06,
+        "output_cost_per_token_above_272k_tokens_priority": 3.6e-05,
         "output_cost_per_token_batches": 6e-06,
         "output_cost_per_token_flex": 6e-06,
         "output_cost_per_token_priority": 2.4e-05,
@@ -29288,16 +29552,19 @@
         "cache_creation_input_token_cost": 2.5e-07,
         "cache_creation_input_token_cost_above_272k_tokens": 5e-07,
         "cache_creation_input_token_cost_above_272k_tokens_flex": 2.5e-07,
+        "cache_creation_input_token_cost_above_272k_tokens_priority": 1e-06,
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@@ -29602,7 +29873,10 @@
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@@ -29751,7 +30025,10 @@
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@@ -29849,7 +30129,9 @@
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@@ -30834,17 +31118,18 @@
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@@ -30908,8 +31193,8 @@
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@@ -32877,6 +33162,88 @@
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@@ -33705,19 +34072,21 @@
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@@ -33736,19 +34105,21 @@
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@@ -33880,16 +34251,21 @@
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@@ -38556,12 +38932,22 @@
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@@ -41330,13 +41716,13 @@
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@@ -41946,6 +42332,70 @@
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@@ -45839,6 +46289,26 @@
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@@ -47090,6 +47560,27 @@
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@@ -52489,6 +52980,11 @@
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@@ -52511,7 +53007,8 @@
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@@ -52522,6 +53019,11 @@
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@@ -52544,7 +53046,8 @@
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+    "bedrock_mantle/us-gov-east-1/openai.gpt-5.4": {
+        "litellm_provider": "bedrock_mantle",
+        "max_input_tokens": 1050000,
+        "max_output_tokens": 128000,
+        "max_tokens": 128000,
+        "mode": "responses",
+        "use_openai_responses_path": true,
+        "supported_endpoints": [
+            "/v1/responses"
+        ],
+        "supported_modalities": [
+            "text",
+            "image"
+        ],
+        "supported_output_modalities": [
+            "text"
+        ],
+        "supports_function_calling": true,
+        "supports_prompt_caching": true,
+        "supports_reasoning": true,
+        "supports_response_schema": true,
+        "supports_tool_choice": true,
+        "supports_vision": true,
+        "input_cost_per_token": 3.3e-06,
+        "cache_read_input_token_cost": 3.3e-07,
+        "output_cost_per_token": 1.98e-05
+    },
+    "azure/us-gov/gpt-5.1": {
+        "cache_read_input_token_cost": 1.71875e-07,
+        "default_reasoning_effort": "none",
+        "input_cost_per_token": 1.71875e-06,
+        "litellm_provider": "azure",
+        "max_input_tokens": 272000,
+        "max_output_tokens": 128000,
+        "max_tokens": 128000,
+        "mode": "chat",
+        "output_cost_per_token": 1.375e-05,
+        "supported_endpoints": [
+            "/v1/chat/completions",
+            "/v1/batch",
+            "/v1/responses"
+        ],
+        "supported_modalities": [
+            "text",
+            "image"
+        ],
+        "supported_output_modalities": [
+            "text",
+            "image"
+        ],
+        "supports_function_calling": true,
+        "supports_native_streaming": true,
+        "supports_none_reasoning_effort": true,
+        "supports_parallel_function_calling": true,
+        "supports_pdf_input": true,
+        "supports_prompt_caching": true,
+        "supports_reasoning": true,
+        "supports_response_schema": true,
+        "supports_system_messages": true,
+        "supports_tool_choice": true,
+        "supports_vision": true
+    },
+    "azure/us-gov/o3-mini": {
+        "cache_read_input_token_cost": 7.57e-07,
+        "input_cost_per_token": 1.513e-06,
+        "litellm_provider": "azure",
+        "max_input_tokens": 200000,
+        "max_output_tokens": 100000,
+        "max_tokens": 100000,
+        "mode": "chat",
+        "output_cost_per_token": 6.05e-06,
+        "supports_prompt_caching": true,
+        "supports_reasoning": true,
+        "supports_response_schema": true,
+        "supports_tool_choice": true,
+        "supports_vision": false
+    },
+    "azure/us-gov/text-embedding-3-large": {
+        "input_cost_per_token": 1.63e-07,
+        "litellm_provider": "azure",
+        "max_input_tokens": 8191,
+        "max_tokens": 8191,
+        "mode": "embedding",
+        "output_cost_per_token": 0.0
+    },
+    "azure/us-gov/text-embedding-3-small": {
+        "input_cost_per_token": 2.5e-08,
+        "litellm_provider": "azure",
+        "max_input_tokens": 8191,
+        "max_tokens": 8191,
+        "mode": "embedding",
+        "output_cost_per_token": 0.0
+    },
+    "cloudflare/@cf/openai/whisper": {
+        "input_cost_per_second": 7.5e-06,
+        "litellm_provider": "cloudflare",
+        "mode": "audio_transcription",
+        "output_cost_per_second": 0.0,
+        "source": "https://developers.cloudflare.com/workers-ai/models/whisper/",
+        "supported_endpoints": [
+            "/v1/audio/transcriptions"
+        ]
+    },
+    "cloudflare/@cf/openai/whisper-large-v3-turbo": {
+        "input_cost_per_second": 8.5e-06,
+        "litellm_provider": "cloudflare",
+        "mode": "audio_transcription",
+        "output_cost_per_second": 0.0,
+        "source": "https://developers.cloudflare.com/workers-ai/models/whisper-large-v3-turbo/",
+        "supported_endpoints": [
+            "/v1/audio/transcriptions"
+        ]
     }
 }
diff --git a/pyproject.toml b/pyproject.toml
index 2866e27e84c..d3038a60c42 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -67,8 +67,8 @@ proxy = [
     "azure-identity>=1.25.2,<2.0",
     "azure-storage-blob>=12.28.0,<13.0",
     "mcp>=1.28.1,<2.0",
-    "litellm-proxy-extras==0.4.92",
-    "litellm-enterprise==0.1.63",
+    "litellm-proxy-extras==0.4.93",
+    "litellm-enterprise==0.1.64",
     "RestrictedPython>=8.5,<9.0",
     "rich>=13.9.4,<14.0",
     "InquirerPy>=0.3.4,<1.0",
@@ -161,7 +161,7 @@ proxy-runtime = [
     "mangum>=0.17.0,<1.0",
     "azure-ai-contentsafety>=1.0.0,<2.0",
     "azure-storage-file-datalake>=12.20.0,<13.0",
-    "pypdf>=6.12.0,<7.0",
+    "pypdf>=6.16.1,<7.0",
     "llm-sandbox>=0.3.39,<1.0",
     "detect-secrets>=1.5.0,<2.0",
 ]
@@ -174,6 +174,8 @@ litellm-proxy = "litellm.proxy.client.cli:cli"
 [dependency-groups]
 dev = [
     "diff-cover==9.7.2",
+    "hypothesis==6.165.10",
+    "reportlab==5.0.1",
     "basedpyright==1.39.7",
     "keyring==25.7.0",
     "pytest==9.0.3",
@@ -278,7 +280,10 @@ bindings = "pyo3"
 features = ["extension-module"]
 profile = "release"
 editable-profile = "dev"
-include = ["litellm/proxy/_experimental/out/**"]
+include = [
+    "litellm/proxy/_experimental/out/**",
+    "litellm/router_strategy/complexity_router/artifacts/*.json",
+]
 exclude = [
     "litellm/proxy/enterprise",
     "litellm/proxy/enterprise/**",
@@ -292,7 +297,7 @@ exclude = [
 
 [tool.uv]
 constraint-dependencies = [
-    "tornado>=6.5.6",
+    "tornado>=6.5.8",
     "aiohttp>=3.14.2,<4.0",
     "packaging>=24.0",
     "soupsieve>=2.8.4",
diff --git a/ruff-strict-budget.json b/ruff-strict-budget.json
index 9b1cc977a64..be2b30fc189 100644
--- a/ruff-strict-budget.json
+++ b/ruff-strict-budget.json
@@ -1,6 +1,6 @@
 {
   "ANN001": {
-    "limit": 2985
+    "limit": 2984
   },
   "ANN002": {
     "limit": 71
@@ -9,7 +9,7 @@
     "limit": 809
   },
   "ANN201": {
-    "limit": 2001
+    "limit": 2000
   },
   "ANN202": {
     "limit": 835
@@ -24,7 +24,7 @@
     "limit": 133
   },
   "ANN401": {
-    "limit": 307
+    "limit": 304
   },
   "ASYNC230": {
     "limit": 11
@@ -57,7 +57,7 @@
     "limit": 3
   },
   "BLE001": {
-    "limit": 2917
+    "limit": 2916
   },
   "C401": {
     "limit": 8
@@ -108,7 +108,7 @@
     "limit": 3
   },
   "F401": {
-    "limit": 13
+    "limit": 12
   },
   "LOG015": {
     "limit": 5
@@ -147,7 +147,7 @@
     "limit": 3
   },
   "PLR1714": {
-    "limit": 256
+    "limit": 253
   },
   "PLW0127": {
     "limit": 57
@@ -156,7 +156,7 @@
     "limit": 215
   },
   "PLW0603": {
-    "limit": 191
+    "limit": 190
   },
   "PLW1508": {
     "limit": 190
@@ -177,7 +177,7 @@
     "limit": 8
   },
   "RUF019": {
-    "limit": 31
+    "limit": 27
   },
   "RUF046": {
     "limit": 4
@@ -231,7 +231,7 @@
     "limit": 5
   },
   "TID251": {
-    "limit": 1073
+    "limit": 1071
   },
   "TRY002": {
     "limit": 524
diff --git a/rust-toolchain.toml b/rust-toolchain.toml
new file mode 100644
index 00000000000..a1598ccbb34
--- /dev/null
+++ b/rust-toolchain.toml
@@ -0,0 +1,4 @@
+[toolchain]
+channel = "1.98.0"
+profile = "minimal"
+components = ["rustfmt", "clippy"]
diff --git a/tests/_fake_openai_endpoint_server.py b/tests/_fake_openai_endpoint_server.py
index ac83e74b66a..d3af31aeef5 100644
--- a/tests/_fake_openai_endpoint_server.py
+++ b/tests/_fake_openai_endpoint_server.py
@@ -207,13 +207,16 @@ async def completions(request: Request) -> Response:
 
 async def embeddings(request: Request) -> Response:
     body = await _parse_body(request)
+    model = _requested_model(body)
+    if model == _SLOW_MODEL:
+        await asyncio.sleep(_SLOW_RESPONSE_SECONDS)
     raw_input = body.get("input", "")
     count = len(raw_input) if isinstance(raw_input, list) else 1
     return JSONResponse(
         {
             "object": "list",
             "data": [{"object": "embedding", "index": i, "embedding": [0.0] * 1536} for i in range(max(count, 1))],
-            "model": _requested_model(body),
+            "model": model,
             "usage": {"prompt_tokens": 5, "total_tokens": 5},
         }
     )
diff --git a/tests/code_coverage_tests/check_py310_typing_imports.py b/tests/code_coverage_tests/check_py310_typing_imports.py
new file mode 100644
index 00000000000..0cd4d089890
--- /dev/null
+++ b/tests/code_coverage_tests/check_py310_typing_imports.py
@@ -0,0 +1,150 @@
+import ast
+import os
+import sys
+from collections.abc import Iterator
+from dataclasses import dataclass
+from pathlib import Path
+from typing import Final
+
+PY311_PLUS_TYPING_NAMES: Final[frozenset[str]] = frozenset(
+    {
+        "NotRequired",
+        "Required",
+        "Self",
+        "LiteralString",
+        "Never",
+        "assert_never",
+        "assert_type",
+        "reveal_type",
+        "TypeVarTuple",
+        "Unpack",
+        "dataclass_transform",
+        "override",
+        "TypeAliasType",
+        "get_original_bases",
+        "ReadOnly",
+        "TypeIs",
+        "NoDefault",
+        "get_protocol_members",
+        "is_protocol",
+        "evaluate_forward_ref",
+        "TypeForm",
+    }
+)
+
+
+@dataclass(frozen=True, slots=True)
+class TypingImportViolation:
+    file: str
+    line: int
+    name: str
+
+
+def _walk_with_ancestors(
+    node: ast.AST, ancestors: tuple[tuple[ast.AST, str], ...] = ()
+) -> Iterator[tuple[ast.AST, tuple[tuple[ast.AST, str], ...]]]:
+    yield node, ancestors
+    for field_name, field_value in ast.iter_fields(node):
+        if isinstance(field_value, ast.AST):
+            yield from _walk_with_ancestors(field_value, (*ancestors, (node, field_name)))
+        elif isinstance(field_value, list):
+            for child in field_value:
+                if isinstance(child, ast.AST):
+                    yield from _walk_with_ancestors(child, (*ancestors, (node, field_name)))
+
+
+def _is_sys_version_info(node: ast.AST) -> bool:
+    return (
+        isinstance(node, ast.Attribute)
+        and isinstance(node.value, ast.Name)
+        and node.value.id == "sys"
+        and node.attr == "version_info"
+    )
+
+
+def _is_version_guarded(ancestors: tuple[tuple[ast.AST, str], ...]) -> bool:
+    nearest_if: Final[tuple[ast.If, str] | None] = next(
+        (
+            (ancestor, field_name)
+            for ancestor, field_name in reversed(ancestors)
+            if isinstance(ancestor, ast.If)
+        ),
+        None,
+    )
+    if nearest_if is None:
+        return False
+    enclosing_if, branch = nearest_if
+    test: Final[ast.expr] = enclosing_if.test
+    if not isinstance(test, ast.Compare) or len(test.ops) != 1 or not _is_sys_version_info(test.left):
+        return False
+    operator: Final[ast.cmpop] = test.ops[0]
+    return (isinstance(operator, (ast.Gt, ast.GtE)) and branch == "body") or (
+        isinstance(operator, (ast.Lt, ast.LtE)) and branch == "orelse"
+    )
+
+
+def scan_file(file_path: str | os.PathLike[str]) -> tuple[TypingImportViolation, ...]:
+    path: Final[Path] = Path(file_path)
+    tree: Final[ast.Module] = ast.parse(path.read_text(encoding="utf-8"), filename=str(path))
+    return tuple(
+        violation
+        for node, ancestors in _walk_with_ancestors(tree)
+        if not _is_version_guarded(ancestors)
+        for violation in _violations_for_node(node, path)
+    )
+
+
+def _violations_for_node(
+    node: ast.AST, path: Path
+) -> tuple[TypingImportViolation, ...]:
+    if isinstance(node, ast.ImportFrom) and node.module == "typing":
+        return tuple(
+            TypingImportViolation(file=str(path), line=node.lineno, name=alias.name)
+            for alias in node.names
+            if alias.name in PY311_PLUS_TYPING_NAMES
+        )
+    if (
+        isinstance(node, ast.Attribute)
+        and isinstance(node.value, ast.Name)
+        and node.value.id == "typing"
+        and node.attr in PY311_PLUS_TYPING_NAMES
+    ):
+        return (TypingImportViolation(file=str(path), line=node.lineno, name=node.attr),)
+    return ()
+
+
+def scan_directory(base_dir: str | os.PathLike[str] = ".") -> tuple[TypingImportViolation, ...]:
+    base_path: Final[Path] = Path(base_dir)
+    return tuple(
+        violation
+        for directory in (
+            base_path / "litellm",
+            base_path / "enterprise",
+            base_path / "litellm-proxy-extras" / "litellm_proxy_extras",
+        )
+        if directory.exists()
+        for path in directory.rglob("*.py")
+        for violation in scan_file(path)
+    )
+
+
+def main() -> None:
+    violations: Final[tuple[TypingImportViolation, ...]] = scan_directory()
+    if violations:
+        message: Final[str] = "\n".join(
+            (
+                "Python 3.10-incompatible typing imports found:",
+                *(
+                    f"{violation.file}:{violation.line}: {violation.name} is unavailable in Python 3.10; "
+                    "import it from typing_extensions instead because litellm supports Python 3.10"
+                    for violation in violations
+                ),
+            )
+        )
+        sys.stdout.write(f"{message}\n")
+        raise RuntimeError("Import Python 3.10-incompatible typing names from typing_extensions instead")
+    sys.stdout.write("No Python 3.10-incompatible typing imports found.\n")
+
+
+if __name__ == "__main__":
+    main()
diff --git a/tests/code_coverage_tests/liccheck.ini b/tests/code_coverage_tests/liccheck.ini
index f5a2fb4b14c..9103d913c36 100644
--- a/tests/code_coverage_tests/liccheck.ini
+++ b/tests/code_coverage_tests/liccheck.ini
@@ -172,6 +172,7 @@ pylint: >=3.3.9 # GPLv2 license
 langchain-mcp-adapters: >=0.2.1 # MIT License
 langgraph: >=1.0.10 # MIT License
 langgraph-prebuilt: >=1.0.8 # MIT License - https://github.com/langchain-ai/langgraph/blob/main/LICENSE
+hypothesis: >=6.165.10 # MPL 2.0 license
 pytest-rerunfailures: >=15.1 # MPL 2.0 license
 pytest-recording: >=0.13.4 # MIT license
 expression: >=5.6.0 # MIT License - https://github.com/cognitedata/Expression/blob/main/LICENSE
diff --git a/tests/code_coverage_tests/recursive_detector.py b/tests/code_coverage_tests/recursive_detector.py
index 790956156b0..0578dc60119 100644
--- a/tests/code_coverage_tests/recursive_detector.py
+++ b/tests/code_coverage_tests/recursive_detector.py
@@ -64,6 +64,8 @@ IGNORE_FUNCTIONS = [
     "_flatten_form_field",  # bounded by the nesting depth of the already-parsed request body (a finite JSON tree, no cycles possible).
     "_flatten_form_data_field",  # bounded by the nesting depth of the already-parsed request body (a finite JSON tree, no cycles possible).
     "_json_safe",  # max depth set (_MAX_DEPTH) plus a seen-ids cycle guard for self-referential input.
+    "_redact_agent_params_tree",  # max depth set (default 10), same shape as _redact_sensitive_litellm_params.
+    "_restore_redacted_nested_value",  # max depth set (default 10), mirrors _redact_agent_params_tree on the write side.
 ]
 
 
diff --git a/tests/code_coverage_tests/router_code_coverage.py b/tests/code_coverage_tests/router_code_coverage.py
index c541c035db7..0af29f069c6 100644
--- a/tests/code_coverage_tests/router_code_coverage.py
+++ b/tests/code_coverage_tests/router_code_coverage.py
@@ -81,6 +81,12 @@ ignored_function_names = [
     "_merge_tools_from_deployment",  # Tested indirectly via _update_kwargs_with_deployment (test files lack "router" in name)
     "_invalidate_access_groups_cache",  # Tested indirectly via set_model_list, upsert_model etc. (test files lack "router" in name)
     "has_buffered_provider_output",  # Property, so its reads in test_router.py are never an ast.Call
+    "_resolved_provider",  # Tested via get_pattern in test_pattern_match_deployments.py (file lacks "router" in name)
+    "_request_header",  # Tested through Claude Code session routing in test_router.py
+    "_claude_code_session_router_cache_key",  # Tested through Claude Code session routing in test_router.py
+    "_delete_claude_code_session_router_binding",  # Tested through Redis cleanup failure in test_router.py
+    "_resolve_claude_code_session_router",  # Tested through Claude Code session routing in test_router.py
+    "_get_claude_code_session_router_binding",  # Tested through the two-worker session routing test in test_router.py
 ]
 
 
diff --git a/tests/e2e/junit_properties.py b/tests/e2e/junit_properties.py
index e4f59f5c4d2..c5971c5362c 100644
--- a/tests/e2e/junit_properties.py
+++ b/tests/e2e/junit_properties.py
@@ -2,10 +2,16 @@
 
 The e2e suite ships results to Loki/Grafana from a standard pytest JUnit report
 (`--junitxml=e2e-report.xml`), not a bespoke log line. JUnit already records
-outcome, duration, and node id for every `<testcase>`; the only signals it cannot
-derive on its own are the normalized suite package and the coverage-registry cell
-ids a test covers. Those ride along as JUnit `<property>` entries via each item's
-`user_properties`, attached in `conftest.py::pytest_collection_modifyitems`.
+outcome, duration, and node id for every `<testcase>`; the signals it cannot
+derive on its own are the normalized suite package, the coverage-registry cell
+ids a test covers, and where the test's source lives. Those ride along as JUnit
+`<property>` entries via each item's `user_properties`, attached in
+`conftest.py::pytest_collection_modifyitems`.
+
+`source` is a property rather than the `file=` / `line=` attributes pytest used
+to write, because the `xunit2` family this suite runs on drops those, and
+switching families would change the XML for every consumer of it -- the
+Buildkite Test Engine upload and the Loki pipeline included.
 """
 
 from __future__ import annotations
@@ -14,22 +20,61 @@ from collections.abc import Iterable
 
 import pytest
 
+# Hardcoded because the runner image copies tests/e2e/ to /app/e2e, so nothing
+# at runtime names this suite's place in the repo. test_junit_properties.py
+# fails from a checkout if it moves.
+SUITE_ROOT = "tests/e2e"
+
+
+def suite_parts(path_part: str) -> tuple[str, ...]:
+    """Path components of a suite file relative to tests/e2e, however it ran.
+
+    Pytest paths are rootdir-relative, and rootdir moves with the invocation: a
+    repo-root run gives `tests/e2e/logging/test_x.py`, a suite-cwd run (the
+    runner image) gives `logging/test_x.py`. Both collapse to the same tuple.
+    """
+    raw = tuple(p for p in path_part.replace("\\", "/").split("/") if p and p != ".")
+    return raw[2:] if len(raw) >= 3 and raw[0] == "tests" and raw[1] == "e2e" else raw
+
 
 def package_from_nodeid(nodeid: str) -> str:
-    """Top-level suite package under tests/e2e/, or 'root' for top-level files.
-
-    Pytest nodeids are relative to the invocation cwd. Repo-root runs look like
-    `tests/e2e/logging/...`; suite-cwd runs look like `logging/...`. Strip the
-    `tests/e2e` prefix so package is the suite dir either way.
-    """
-    path_part = nodeid.split("::", 1)[0].replace("\\", "/")
-    raw = tuple(p for p in path_part.split("/") if p and p != ".")
-    parts = raw[2:] if len(raw) >= 3 and raw[0] == "tests" and raw[1] == "e2e" else raw
+    """Top-level suite package under tests/e2e/, or 'root' for top-level files."""
+    parts = suite_parts(nodeid.split("::", 1)[0])
     if len(parts) <= 1:
         return "root"
     return parts[0]
 
 
+def source_from_location(path: str, lineno: int | None) -> str:
+    """Repo-relative `path:line` for a test, or '' when nothing is linkable.
+
+    `pytest.Item.location` gives a rootdir-relative path and a ZERO-based line.
+    The path is re-rooted at SUITE_ROOT so consumers need not know how pytest was
+    started, and the line is emitted ONE-based to match editors, tracebacks and
+    code hosts. A decorated test anchors at its first decorator, which is where
+    pytest reports it.
+
+    Empty rather than a guess for anything unlinkable: no line, a path reaching
+    upward, or a path carrying a colon, which is both how an absolute Windows
+    path arrives and a character `path:line` has no way to represent.
+    """
+    if lineno is None:
+        return ""
+    normalized = path.replace("\\", "/")
+    if normalized.startswith("/") or ":" in normalized or ".." in normalized.split("/"):
+        return ""
+    parts = suite_parts(normalized)
+    if not parts:
+        return ""
+    return f"{'/'.join((SUITE_ROOT, *parts))}:{lineno + 1}"
+
+
+def source_from_item(item: pytest.Item) -> str:
+    """Read the repo-relative `path:line` off a pytest Item's reported location."""
+    path, lineno, _ = item.location
+    return source_from_location(path, lineno)
+
+
 def dedupe_covers(marker_args: Iterable[tuple[object, ...]]) -> tuple[str, ...]:
     """Flatten @pytest.mark.covers arg lists into unique, order-preserving cell
     ids, dropping anything that is not a non-empty string."""
@@ -43,10 +88,12 @@ def covers_from_item(item: pytest.Item) -> tuple[str, ...]:
 
 def result_properties(item: pytest.Item) -> tuple[tuple[str, str], ...]:
     """The custom signals a standard reporter cannot derive: the normalized suite
-    package and the comma-joined coverage-registry cell ids this test covers."""
+    package, the comma-joined coverage-registry cell ids this test covers, and the
+    repo-relative `path:line` its source sits at."""
     return (
         ("package", package_from_nodeid(item.nodeid)),
         ("covers", ",".join(covers_from_item(item))),
+        ("source", source_from_item(item)),
     )
 
 
diff --git a/tests/e2e/models.py b/tests/e2e/models.py
index 967144dfb16..79d9e011f7e 100644
--- a/tests/e2e/models.py
+++ b/tests/e2e/models.py
@@ -806,6 +806,7 @@ class LiteLLMParamsBody(BaseModel):
     mock_response: str | None = None
     timeout: float | None = None
     tpm: int | None = None
+    weight: int | None = None
 
 
 ModelMode = Literal["batch", "realtime", "image_generation"]
@@ -820,6 +821,7 @@ class ModelInfoBody(BaseModel):
     mode: ModelMode | None = None
     access_groups: list[str] | None = None
     team_id: str | None = None
+    allowed_fails_policy: dict[str, int] | None = None
 
 
 class ModelNewBody(BaseModel):
diff --git a/tests/e2e/router/reliability_support.py b/tests/e2e/router/reliability_support.py
index e342aa363ca..5822058003c 100644
--- a/tests/e2e/router/reliability_support.py
+++ b/tests/e2e/router/reliability_support.py
@@ -19,6 +19,8 @@ from models import (
     ChatMessage,
     ChatResponse,
     LiteLLMParamsBody,
+    ModelInfoBody,
+    ModelNewBody,
     ReliabilityChatBody,
     RouterSettingsOverride,
 )
@@ -26,6 +28,18 @@ from models import (
 REAL_MODEL = "openai/gpt-5.5"
 REAL_KEY = "os.environ/OPENAI_API_KEY"
 
+# The smallest-context chat model OpenAI still serves (16385 tokens). A prompt
+# past that limit comes back as a real `context_length_exceeded` 400, which is
+# what litellm maps to ContextWindowExceededError.
+SMALL_CONTEXT_MODEL = "openai/gpt-3.5-turbo"
+SMALL_CONTEXT_LIMIT_TOKENS = 16385
+
+
+def oversized_prompt(marker: str) -> str:
+    """A prompt comfortably past SMALL_CONTEXT_MODEL's context limit, so the
+    provider refuses it on length rather than answering a truncated version."""
+    return f"{marker} " + ("token " * (SMALL_CONTEXT_LIMIT_TOKENS + 4000))
+
 
 def create_bad_base_deployment(proxy: ProxyClient, name: str) -> str:
     """Register a deployment pointing at an unreachable base, so every call to it
@@ -40,6 +54,38 @@ def create_timeout_deployment(proxy: ProxyClient, name: str) -> str:
     return proxy.create_model(name, LiteLLMParamsBody(model=REAL_MODEL, api_key=REAL_KEY, timeout=0.001))
 
 
+def create_small_context_deployment(proxy: ProxyClient, name: str) -> str:
+    """Register a deployment on the smallest-context model OpenAI still serves, so an
+    oversized prompt earns a real context-window refusal from the provider."""
+    return proxy.create_model(name, LiteLLMParamsBody(model=SMALL_CONTEXT_MODEL, api_key=REAL_KEY))
+
+
+def create_always_timing_out_deployment(proxy: ProxyClient, name: str) -> str:
+    """The always-picked half of a retry pair: a 1ms deadline the backend always
+    exceeds, all of the model group's shuffle weight, and a cooldown policy that
+    benches it on its first Timeout so the retry cannot land on it again."""
+    return proxy.register_model(
+        ModelNewBody(
+            model_name=name,
+            litellm_params=LiteLLMParamsBody(model=REAL_MODEL, api_key=REAL_KEY, timeout=0.001, weight=1),
+            model_info=ModelInfoBody(allowed_fails_policy={"TimeoutErrorAllowedFails": 0}),
+        )
+    )
+
+
+def create_zero_weight_backup_deployment(proxy: ProxyClient, name: str) -> str:
+    """The other half of a retry pair: healthy, but weight 0, so the weighted shuffle
+    never opens on it. It is reachable only once its sibling is benched and the
+    weighted pick falls through to a uniform one over what is left."""
+    return proxy.register_model(
+        ModelNewBody(
+            model_name=name,
+            litellm_params=LiteLLMParamsBody(model=REAL_MODEL, api_key=REAL_KEY, weight=0),
+            model_info=ModelInfoBody(),
+        )
+    )
+
+
 def chat_override(
     proxy: ProxyClient,
     key: str,
diff --git a/tests/e2e/router/test_reliability_fallbacks_e2e.py b/tests/e2e/router/test_reliability_fallbacks_e2e.py
index d3ce62f8f95..8cece41ce2d 100644
--- a/tests/e2e/router/test_reliability_fallbacks_e2e.py
+++ b/tests/e2e/router/test_reliability_fallbacks_e2e.py
@@ -9,6 +9,10 @@ in the x-litellm-attempted-fallbacks header. Empty content is accepted only when
 `finish_reason == "length"` and the response billed completion tokens, since
 gpt-5.5 counts reasoning against max_tokens and can consume the whole budget
 before emitting any text; a fallback that produced nothing at all still fails.
+
+The context-window case is a different reroute from a plain failure: the provider
+refuses the prompt on length, and `context_window_fallbacks` is the setting that
+reroutes it, not `fallbacks`.
 """
 
 from __future__ import annotations
@@ -25,8 +29,10 @@ from reliability_support import (
     completion_tokens_of,
     content_of,
     create_bad_base_deployment,
+    create_small_context_deployment,
     create_timeout_deployment,
     finish_reason_of,
+    oversized_prompt,
     reasoning_tokens_of,
 )
 
@@ -82,3 +88,17 @@ class TestReliabilityFallbacks:
             override=RouterSettingsOverride(fallbacks=[{primary: ["gpt-5.5"]}]),
         )
         _assert_served_by_fallback(resp)
+
+    @pytest.mark.covers("reliability.fallback.context_window.routes_to_fallback")
+    def test_context_window_routes_to_fallback(
+        self, client: ComplexityRouterClient, resources: ResourceManager, scoped_key: str
+    ) -> None:
+        primary = f"reliability-ctxfail-{unique_marker()}"
+        model_id = create_small_context_deployment(client.proxy, primary)
+        resources.defer(lambda: client.proxy.delete_model(model_id))
+
+        resp = chat_override(
+            client.proxy, scoped_key, primary, oversized_prompt(unique_marker()),
+            override=RouterSettingsOverride(context_window_fallbacks=[{primary: ["gpt-5.5"]}]),
+        )
+        _assert_served_by_fallback(resp)
diff --git a/tests/e2e/router/test_reliability_retries_e2e.py b/tests/e2e/router/test_reliability_retries_e2e.py
new file mode 100644
index 00000000000..5441412935c
--- /dev/null
+++ b/tests/e2e/router/test_reliability_retries_e2e.py
@@ -0,0 +1,73 @@
+"""Live e2e: a request that fails on its first deployment is retried inside its own
+model group and still comes back a completion.
+
+The model group is a pair: an always-timing-out deployment that holds all of the
+group's shuffle weight, and a healthy backup at weight 0. The weighted pick always
+opens on the timing-out one, its first Timeout benches it (an
+`allowed_fails_policy` of `TimeoutErrorAllowedFails: 0`), and the retry falls
+through to the only deployment left. So the customer sees a completion and the
+proxy reports that it took a retry to get there, with no random first pick in the
+middle of it.
+"""
+
+from __future__ import annotations
+
+import pytest
+
+from complexity_router_client import ComplexityRouterClient
+from e2e_config import unique_marker
+from lifecycle import ResourceManager
+from models import RouterSettingsOverride
+from reliability_support import (
+    chat_override,
+    completion_tokens_of,
+    content_of,
+    create_always_timing_out_deployment,
+    create_zero_weight_backup_deployment,
+    finish_reason_of,
+)
+
+pytestmark = pytest.mark.e2e
+
+
+class TestReliabilityRetries:
+    @pytest.mark.covers("reliability.retry.timeout.succeeds_within_retries")
+    def test_timeout_on_first_deployment_succeeds_on_retry(
+        self, client: ComplexityRouterClient, resources: ResourceManager, scoped_key: str
+    ) -> None:
+        group = f"reliability-retry-{unique_marker()}"
+        timing_out = create_always_timing_out_deployment(client.proxy, group)
+        resources.defer(lambda: client.proxy.delete_model(timing_out))
+        backup = create_zero_weight_backup_deployment(client.proxy, group)
+        resources.defer(lambda: client.proxy.delete_model(backup))
+
+        resp = chat_override(
+            client.proxy,
+            scoped_key,
+            group,
+            f"say hi {unique_marker()}",
+            override=RouterSettingsOverride(num_retries=2),
+        )
+
+        assert resp.status_code == 200, (
+            f"the retry should have landed on the healthy backup, got {resp.status_code}: {resp.body[:300]}"
+        )
+
+        attempted = resp.headers.get("x-litellm-attempted-retries")
+        assert attempted is not None, "response is missing the x-litellm-attempted-retries header"
+        assert int(attempted) >= 1, (
+            f"x-litellm-attempted-retries is {attempted!r}; a 200 with no retry means the request never "
+            "opened on the timing-out deployment, so this proves nothing about retries"
+        )
+
+        content = content_of(resp)
+        finish_reason = finish_reason_of(resp)
+        completion_tokens = completion_tokens_of(resp) or 0
+        assert isinstance(content, str), (
+            f"the retry should have returned a completion body, got content {content!r} (body={resp.body[:300]})"
+        )
+        assert content or (finish_reason == "length" and completion_tokens > 0), (
+            f"the retry returned empty content with finish_reason={finish_reason!r}, "
+            f"completion_tokens={completion_tokens}; empty content is only acceptable when the budget "
+            f"was spent on non-visible reasoning (body={resp.body[:300]})"
+        )
diff --git a/tests/e2e/test_junit_properties.py b/tests/e2e/test_junit_properties.py
new file mode 100644
index 00000000000..02c1413c840
--- /dev/null
+++ b/tests/e2e/test_junit_properties.py
@@ -0,0 +1,131 @@
+"""Harness coverage for the custom JUnit properties.
+
+No proxy and no ``e2e`` marker. Pins the two normalizations that have to agree
+about where a suite file lives -- ``package_from_nodeid`` (strip the suite root)
+and ``source_from_location`` (re-root at it) -- across both ways the suite is
+launched, plus the one-based line offset and the refusal to emit a path that
+escapes the suite. The consumers of these properties are the Loki/Grafana
+rollups and, for ``source``, the status page's per-test links to GitHub.
+"""
+
+from __future__ import annotations
+
+from pathlib import Path
+
+import pytest
+from junit_properties import (
+    SUITE_ROOT,
+    attach_result_properties,
+    dedupe_covers,
+    package_from_nodeid,
+    result_properties,
+    source_from_location,
+    suite_parts,
+)
+
+
+def collected_item(request: pytest.FixtureRequest, name: str) -> pytest.Item:
+    """The Item pytest collected for test ``name`` in this file: the real nodeid,
+    location and marker machinery the collection hook reads, as pytest built it."""
+    return next(item for item in request.session.items if item.path == request.path and item.name == name)
+
+
+def repo_root() -> Path | None:
+    """The litellm checkout above this file, or None when there isn't one."""
+    return next((p for p in Path(__file__).resolve().parents if (p / ".git").exists()), None)
+
+
+class TestSuiteParts:
+    @pytest.mark.parametrize(
+        "path",
+        ["logging/test_x.py", "tests/e2e/logging/test_x.py", "./logging/test_x.py", "tests\\e2e\\logging\\test_x.py"],
+    )
+    def test_both_invocation_shapes_collapse_to_the_same_components(self, path: str) -> None:
+        """A repo-root run and a suite-cwd run report the same file differently;
+        every downstream signal has to see one spelling."""
+        assert suite_parts(path) == ("logging", "test_x.py")
+
+    def test_top_level_suite_file_keeps_its_single_component(self) -> None:
+        assert suite_parts("tests/e2e/test_fixture_mode.py") == ("test_fixture_mode.py",)
+
+
+class TestPackageFromNodeid:
+    @pytest.mark.parametrize(
+        ("nodeid", "expected"),
+        [
+            ("logging/test_x.py::TestFoo::test_bar", "logging"),
+            ("tests/e2e/logging/test_x.py::TestFoo::test_bar", "logging"),
+            ("quota_management/spend_tracking/test_x.py::test_bar", "quota_management"),
+            ("test_fixture_mode.py::TestParseFixtureMode::test_known_values_normalize", "root"),
+            ("tests/e2e/test_fixture_mode.py::test_bar", "root"),
+        ],
+    )
+    def test_package_is_the_first_dir_under_the_suite_root(self, nodeid: str, expected: str) -> None:
+        assert package_from_nodeid(nodeid) == expected
+
+
+class TestSourceFromLocation:
+    @pytest.mark.parametrize("path", ["a2a/test_a2a_agent_e2e.py", "tests/e2e/a2a/test_a2a_agent_e2e.py"])
+    def test_path_is_repo_relative_however_pytest_was_started(self, path: str) -> None:
+        assert source_from_location(path, 40) == "tests/e2e/a2a/test_a2a_agent_e2e.py:41"
+
+    def test_line_is_emitted_one_based(self) -> None:
+        """pytest.Item.location counts from 0; editors, tracebacks and GitHub's
+        #L anchor all count from 1, and an off-by-one lands on the decorator."""
+        assert source_from_location("a2a/test_x.py", 0) == "tests/e2e/a2a/test_x.py:1"
+
+    def test_top_level_suite_file_sits_directly_under_the_suite_root(self) -> None:
+        assert source_from_location("test_fixture_mode.py", 39) == "tests/e2e/test_fixture_mode.py:40"
+
+    @pytest.mark.parametrize(
+        ("path", "lineno"),
+        [
+            ("a2a/test_x.py", None),
+            ("/app/e2e/a2a/test_x.py", 40),
+            ("C:\\app\\e2e\\a2a\\test_x.py", 40),
+            ("../conftest.py", 40),
+            ("", 40),
+        ],
+    )
+    def test_nothing_linkable_yields_empty_rather_than_a_guess(self, path: str, lineno: int | None) -> None:
+        """A colon is rejected on two counts: it is how a Windows absolute path
+        arrives, and `path:line` cannot represent one in the path half."""
+        assert source_from_location(path, lineno) == ""
+
+
+class TestResultProperties:
+    def test_every_test_carries_package_covers_and_source(self, request: pytest.FixtureRequest) -> None:
+        """Read off this test's own collected Item, so the nodeid and location are
+        whatever pytest reports for the launch shape in use, and the marker is added
+        at run time so the coverage registry's collect-only pass never sees it."""
+        test = type(self).test_every_test_carries_package_covers_and_source
+        request.applymarker(pytest.mark.covers("LOG-1", "LOG-2"))
+        assert result_properties(collected_item(request, test.__name__)) == (
+            ("package", "root"),
+            ("covers", "LOG-1,LOG-2"),
+            ("source", f"tests/e2e/test_junit_properties.py:{test.__code__.co_firstlineno}"),
+        )
+
+    def test_attach_is_idempotent(self, request: pytest.FixtureRequest) -> None:
+        """Collection can run the hook more than once; a second pass must not
+        double the <property> entries in the report."""
+        item = collected_item(request, type(self).test_attach_is_idempotent.__name__)
+        attach_result_properties(item)
+        attach_result_properties(item)
+        assert [name for name, _ in item.user_properties] == ["package", "covers", "source"]
+
+
+class TestSuiteRoot:
+    def test_suite_root_names_this_file_s_real_home(self) -> None:
+        """SUITE_ROOT is hardcoded because the runner image has no repo to read it
+        from. Where there IS a checkout, prove the constant still points at us --
+        otherwise a moved tests/e2e/ ships links that 404."""
+        root = repo_root()
+        if root is None:
+            pytest.skip("no checkout above this file (the runner image copies tests/e2e/ to /app/e2e)")
+        assert (root / SUITE_ROOT / Path(__file__).name).resolve() == Path(__file__).resolve()
+
+
+class TestDedupeCovers:
+    def test_ids_are_unique_order_preserving_and_non_empty_strings(self) -> None:
+        assert dedupe_covers([("A", "B"), ("B", ""), ("C", 7)]) == ("A", "B", "C")
diff --git a/tests/e2e/ui/constants.ts b/tests/e2e/ui/constants.ts
index bb33c90ddf3..3a62252915c 100644
--- a/tests/e2e/ui/constants.ts
+++ b/tests/e2e/ui/constants.ts
@@ -30,6 +30,7 @@ export const E2E_PROXY_ADMIN_EMAIL = "admin@test.local";
 export const E2E_INTERNAL_USER_ID = "e2e-internal-user";
 export const E2E_INTERNAL_USER_EMAIL = "internal@test.local";
 export const E2E_TEAM_ADMIN_USER_ID = "e2e-team-admin";
+export const E2E_SEEDED_USER_PASSWORD = "E2e-Test-Pass-2026!";
 
 // Key aliases for seeded test keys (match seed.sql)
 export const E2E_UPDATE_LIMITS_KEY_ALIAS = "e2eUpdateLimitsKey";
diff --git a/tests/e2e/ui/fixtures/seed.sql b/tests/e2e/ui/fixtures/seed.sql
index e77b4a16b3d..00ea668ed8f 100644
--- a/tests/e2e/ui/fixtures/seed.sql
+++ b/tests/e2e/ui/fixtures/seed.sql
@@ -24,18 +24,18 @@ INSERT INTO "LiteLLM_OrganizationTable" (
   'e2e-proxy-admin', 'e2e-proxy-admin'
 );
 
--- 4. Users (password hash is scrypt of "test")
+-- 4. Users (password hash is scrypt of E2E_SEEDED_USER_PASSWORD from constants.ts)
 INSERT INTO "LiteLLM_UserTable" ("user_id", "user_email", "user_role", "teams", "password")
 VALUES
-  ('e2e-proxy-admin',      'admin@test.local',       'proxy_admin',           '{"e2e-team-crud"}',                  'scrypt:MU5CcTAi6rVK1HfY1rVPEWq6r4sxg837eq9dG4n5Q6BhDJ44442+seC6LAhLEAYr'),
-  ('e2e-admin-viewer',     'adminviewer@test.local',  'proxy_admin_viewer',   '{}',                                 'scrypt:MU5CcTAi6rVK1HfY1rVPEWq6r4sxg837eq9dG4n5Q6BhDJ44442+seC6LAhLEAYr'),
-  ('e2e-internal-user',    'internal@test.local',     'internal_user',        '{"e2e-team-crud","e2e-team-org","e2e-team-keygen"}', 'scrypt:MU5CcTAi6rVK1HfY1rVPEWq6r4sxg837eq9dG4n5Q6BhDJ44442+seC6LAhLEAYr'),
-  ('e2e-internal-viewer',  'viewer@test.local',       'internal_user_viewer', '{"e2e-team-crud"}',                  'scrypt:MU5CcTAi6rVK1HfY1rVPEWq6r4sxg837eq9dG4n5Q6BhDJ44442+seC6LAhLEAYr'),
-  ('e2e-team-admin',       'teamadmin@test.local',    'internal_user',        '{"e2e-team-crud","e2e-team-delete"}', 'scrypt:MU5CcTAi6rVK1HfY1rVPEWq6r4sxg837eq9dG4n5Q6BhDJ44442+seC6LAhLEAYr'),
-  ('e2e-invitable-user',   'invitable@test.local',    'internal_user',        '{}',                                 'scrypt:MU5CcTAi6rVK1HfY1rVPEWq6r4sxg837eq9dG4n5Q6BhDJ44442+seC6LAhLEAYr'),
-  ('e2e-internal-noteam',  'noteam@test.local',       'internal_user',        '{}',                                 'scrypt:MU5CcTAi6rVK1HfY1rVPEWq6r4sxg837eq9dG4n5Q6BhDJ44442+seC6LAhLEAYr'),
-  ('e2e-invitable-by-team-admin', 'invitable-team@test.local', 'internal_user', '{}',                                'scrypt:MU5CcTAi6rVK1HfY1rVPEWq6r4sxg837eq9dG4n5Q6BhDJ44442+seC6LAhLEAYr'),
-  ('e2e-removable-member', 'removable@test.local',    'internal_user',        '{"e2e-team-crud"}',                  'scrypt:MU5CcTAi6rVK1HfY1rVPEWq6r4sxg837eq9dG4n5Q6BhDJ44442+seC6LAhLEAYr');
+  ('e2e-proxy-admin',      'admin@test.local',       'proxy_admin',           '{"e2e-team-crud"}',                  'scrypt:KdnTJwPb3gswdqSznPE5CC6apeFIMycd6BG7yRWndZa3QZPcVs37y7jvrQCaPUNq'),
+  ('e2e-admin-viewer',     'adminviewer@test.local',  'proxy_admin_viewer',   '{}',                                 'scrypt:KdnTJwPb3gswdqSznPE5CC6apeFIMycd6BG7yRWndZa3QZPcVs37y7jvrQCaPUNq'),
+  ('e2e-internal-user',    'internal@test.local',     'internal_user',        '{"e2e-team-crud","e2e-team-org","e2e-team-keygen"}', 'scrypt:KdnTJwPb3gswdqSznPE5CC6apeFIMycd6BG7yRWndZa3QZPcVs37y7jvrQCaPUNq'),
+  ('e2e-internal-viewer',  'viewer@test.local',       'internal_user_viewer', '{"e2e-team-crud"}',                  'scrypt:KdnTJwPb3gswdqSznPE5CC6apeFIMycd6BG7yRWndZa3QZPcVs37y7jvrQCaPUNq'),
+  ('e2e-team-admin',       'teamadmin@test.local',    'internal_user',        '{"e2e-team-crud","e2e-team-delete"}', 'scrypt:KdnTJwPb3gswdqSznPE5CC6apeFIMycd6BG7yRWndZa3QZPcVs37y7jvrQCaPUNq'),
+  ('e2e-invitable-user',   'invitable@test.local',    'internal_user',        '{}',                                 'scrypt:KdnTJwPb3gswdqSznPE5CC6apeFIMycd6BG7yRWndZa3QZPcVs37y7jvrQCaPUNq'),
+  ('e2e-internal-noteam',  'noteam@test.local',       'internal_user',        '{}',                                 'scrypt:KdnTJwPb3gswdqSznPE5CC6apeFIMycd6BG7yRWndZa3QZPcVs37y7jvrQCaPUNq'),
+  ('e2e-invitable-by-team-admin', 'invitable-team@test.local', 'internal_user', '{}',                                'scrypt:KdnTJwPb3gswdqSznPE5CC6apeFIMycd6BG7yRWndZa3QZPcVs37y7jvrQCaPUNq'),
+  ('e2e-removable-member', 'removable@test.local',    'internal_user',        '{"e2e-team-crud"}',                  'scrypt:KdnTJwPb3gswdqSznPE5CC6apeFIMycd6BG7yRWndZa3QZPcVs37y7jvrQCaPUNq');
 
 -- 5. Teams (members_with_roles is required JSON)
 INSERT INTO "LiteLLM_TeamTable" (
diff --git a/tests/e2e/ui/fixtures/users.ts b/tests/e2e/ui/fixtures/users.ts
index 79ee237f334..0457361d9d4 100644
--- a/tests/e2e/ui/fixtures/users.ts
+++ b/tests/e2e/ui/fixtures/users.ts
@@ -1,6 +1,7 @@
 import {
   ADMIN_STORAGE_PATH,
   ADMIN_VIEWER_STORAGE_PATH,
+  E2E_SEEDED_USER_PASSWORD,
   INTERNAL_USER_STORAGE_PATH,
   INTERNAL_VIEWER_STORAGE_PATH,
   TEAM_ADMIN_STORAGE_PATH,
@@ -23,22 +24,22 @@ export const users: Record<Role, { email: string; password: string; seedApiRole?
   },
   [Role.ProxyAdminViewer]: {
     email: "adminviewer@test.local",
-    password: "test",
+    password: E2E_SEEDED_USER_PASSWORD,
     seedApiRole: "proxy_admin_viewer",
   },
   [Role.InternalUser]: {
     email: "internal@test.local",
-    password: "test",
+    password: E2E_SEEDED_USER_PASSWORD,
     seedApiRole: "internal_user",
   },
   [Role.InternalUserViewer]: {
     email: "viewer@test.local",
-    password: "test",
+    password: E2E_SEEDED_USER_PASSWORD,
     seedApiRole: "internal_user_viewer",
   },
   [Role.TeamAdmin]: {
     email: "teamadmin@test.local",
-    password: "test",
+    password: E2E_SEEDED_USER_PASSWORD,
     seedApiRole: "internal_user",
   },
 };
diff --git a/tests/e2e/ui/helpers/traffic.ts b/tests/e2e/ui/helpers/traffic.ts
index 25eb671fd0e..7f8417cdffb 100644
--- a/tests/e2e/ui/helpers/traffic.ts
+++ b/tests/e2e/ui/helpers/traffic.ts
@@ -21,6 +21,8 @@ interface ChatOptions {
   apiKey?: string;
   /** Sent as `user`, which lands in the spend log's end_user column. */
   endUser?: string;
+  /** Sent as `litellm_trace_id`, which lands in the spend log's session_id column. */
+  traceId?: string;
 }
 
 /** POST /v1/chat/completions and return the completion id (the Logs Request ID). */
@@ -34,6 +36,7 @@ export async function sendChatCompletion(request: APIRequestContext, opts: ChatO
       model: opts.model,
       messages: [{ role: "user", content: opts.prompt }],
       ...(opts.endUser ? { user: opts.endUser } : {}),
+      ...(opts.traceId ? { litellm_trace_id: opts.traceId } : {}),
     },
   });
   expect(res.ok(), `chat completion for ${opts.model} failed (${res.status()}): ${await res.text()}`).toBe(true);
diff --git a/tests/e2e/ui/tests/internal-user/internalUserNoTeam.spec.ts b/tests/e2e/ui/tests/internal-user/internalUserNoTeam.spec.ts
index 653e096b713..806dd5ba3cd 100644
--- a/tests/e2e/ui/tests/internal-user/internalUserNoTeam.spec.ts
+++ b/tests/e2e/ui/tests/internal-user/internalUserNoTeam.spec.ts
@@ -1,6 +1,7 @@
 import { test, expect } from "@playwright/test";
 import { navigateToPage } from "../../helpers/navigation";
 import { Page } from "../../fixtures/pages";
+import { E2E_SEEDED_USER_PASSWORD } from "../../constants";
 
 /**
  * Logs in fresh inside the test rather than reusing a stored session because
@@ -15,7 +16,7 @@ test.describe("Internal User with no team memberships", () => {
     // Log in via the form as the no-team seeded user.
     await page.goto("/ui/login");
     await page.getByPlaceholder("Enter your username").fill("noteam@test.local");
-    await page.getByPlaceholder("Enter your password").fill("test");
+    await page.getByPlaceholder("Enter your password").fill(E2E_SEEDED_USER_PASSWORD);
     await page.getByRole("button", { name: "Login", exact: true }).click();
     await expect(page.getByRole("complementary").getByText("Virtual Keys")).toBeVisible({ timeout: 30_000 });
     expect(new URL(page.url()).pathname).not.toMatch(/\/connect$/);
diff --git a/tests/e2e/ui/tests/logs/logsPagination.spec.ts b/tests/e2e/ui/tests/logs/logsPagination.spec.ts
new file mode 100644
index 00000000000..416e1c3171f
--- /dev/null
+++ b/tests/e2e/ui/tests/logs/logsPagination.spec.ts
@@ -0,0 +1,150 @@
+import { test, expect, type APIRequestContext, type Locator, type Page as PlaywrightPage } from "@playwright/test";
+import { ADMIN_STORAGE_PATH } from "../../constants";
+import { navigateToPage, dismissFeedbackPopup } from "../../helpers/navigation";
+import { Page } from "../../fixtures/pages";
+import { CHAT_MODEL_A, createVirtualKey, sendChatCompletion, waitForSpendLog } from "../../helpers/traffic";
+
+/**
+ * Session-grouped pagination (#38060): a page of N rows must render exactly N session rows, a
+ * session must never straddle pages, and two callers reusing one session id stay separate rows.
+ * All traffic is generated per run behind a unique key alias or session id, so concurrent specs
+ * cannot decide the outcome.
+ */
+
+const uniqueSuffix = (): string => `${Date.now()}-${Math.random().toString(36).slice(2, 8)}`;
+
+/** Every tab stays mounted, so the DOM holds four tables at once; scope to the visible one. */
+const requestLogsRows = (page: PlaywrightPage): Locator =>
+  page.locator("table").filter({ visible: true }).first().locator("tbody tr");
+
+const visibleTestId = (page: PlaywrightPage, id: string): Locator => page.getByTestId(id).filter({ visible: true });
+
+async function openLogs(page: PlaywrightPage): Promise<void> {
+  await navigateToPage(page, Page.Logs);
+  await dismissFeedbackPopup(page);
+  await expect(visibleTestId(page, "datatable-search")).toBeVisible({ timeout: 20_000 });
+}
+
+async function openFilterDrawer(page: PlaywrightPage): Promise<Locator> {
+  await visibleTestId(page, "datatable-filters-trigger").click();
+  const drawer = page.getByRole("dialog", { name: "Filters" });
+  await expect(drawer).toBeVisible({ timeout: 10_000 });
+  return drawer;
+}
+
+async function applyKeyAliasFilter(page: PlaywrightPage, drawer: Locator, alias: string): Promise<void> {
+  await drawer.getByRole("combobox", { name: "Search a key alias" }).click();
+  await page.keyboard.type(alias);
+  await page.getByRole("option", { name: alias, exact: true }).first().click();
+  await drawer.getByRole("button", { name: "Apply Filters" }).click();
+  await expect(drawer).not.toBeVisible({ timeout: 10_000 });
+}
+
+async function setRowsPerPage(page: PlaywrightPage, size: "25" | "50" | "100"): Promise<void> {
+  await visibleTestId(page, "pagination-page-size").click();
+  await page.getByRole("option", { name: size, exact: true }).click();
+}
+
+test.describe("Logs page session-grouped pagination", () => {
+  test.use({ storageState: ADMIN_STORAGE_PATH });
+
+  test("a 25-row page renders exactly 25 session rows and no session straddles pages", async ({ page, request }) => {
+    const suffix = uniqueSuffix();
+    const alias = `e2e-logs-pgn-${suffix}`;
+    const mine = await createVirtualKey(request, { key_alias: alias });
+
+    const soloIds: string[] = [];
+    for (let i = 0; i < 26; i++) {
+      soloIds.push(
+        await sendChatCompletion(request, {
+          model: CHAT_MODEL_A,
+          prompt: `logs-pgn-solo-${i}-${suffix}`,
+          apiKey: mine.key,
+        }),
+      );
+    }
+    const sessionA = `sess-pgn-a-${suffix}`;
+    const sessionB = `sess-pgn-b-${suffix}`;
+    let lastSessionCallId = "";
+    for (let i = 0; i < 7; i++) {
+      lastSessionCallId = await sendChatCompletion(request, {
+        model: CHAT_MODEL_A,
+        prompt: `logs-pgn-a-${i}-${suffix}`,
+        apiKey: mine.key,
+        traceId: sessionA,
+      });
+    }
+    for (let i = 0; i < 3; i++) {
+      lastSessionCallId = await sendChatCompletion(request, {
+        model: CHAT_MODEL_A,
+        prompt: `logs-pgn-b-${i}-${suffix}`,
+        apiKey: mine.key,
+        traceId: sessionB,
+      });
+    }
+    await waitForSpendLog(request, lastSessionCallId);
+    await waitForSpendLog(request, soloIds[soloIds.length - 1]);
+
+    // 36 calls in 28 session groups: 26 solos plus sessions of 7 and 3.
+    await openLogs(page);
+    const drawer = await openFilterDrawer(page);
+    await applyKeyAliasFilter(page, drawer, alias);
+    await setRowsPerPage(page, "25");
+
+    await expect(visibleTestId(page, "pagination-range")).toHaveText("Showing 1-25 of 28", { timeout: 30_000 });
+    await expect(requestLogsRows(page)).toHaveCount(25);
+    // The sessions are the newest groups, so their single representative rows sit on page 1.
+    await expect(requestLogsRows(page).filter({ hasText: sessionA })).toHaveCount(1);
+    await expect(requestLogsRows(page).filter({ hasText: sessionA })).toContainText("7");
+    await expect(requestLogsRows(page).filter({ hasText: sessionB })).toHaveCount(1);
+
+    await visibleTestId(page, "pagination-next").click();
+
+    await expect(visibleTestId(page, "pagination-range")).toHaveText("Showing 26-28 of 28", { timeout: 30_000 });
+    await expect(requestLogsRows(page)).toHaveCount(3);
+    await expect(requestLogsRows(page).filter({ hasText: sessionA })).toHaveCount(0);
+    await expect(requestLogsRows(page).filter({ hasText: sessionB })).toHaveCount(0);
+  });
+
+  test("two keys reusing one session id stay separate rows", async ({ page, request }) => {
+    const suffix = uniqueSuffix();
+    const mine = await createVirtualKey(request, { key_alias: `e2e-logs-pgn-mine-${suffix}` });
+    const theirs = await createVirtualKey(request, { key_alias: `e2e-logs-pgn-theirs-${suffix}` });
+    const sharedSession = `sess-pgn-shared-${suffix}`;
+
+    let lastId = "";
+    for (let i = 0; i < 2; i++) {
+      lastId = await sendChatCompletion(request, {
+        model: CHAT_MODEL_A,
+        prompt: `logs-pgn-shared-mine-${i}-${suffix}`,
+        apiKey: mine.key,
+        traceId: sharedSession,
+      });
+    }
+    lastId = await sendChatCompletion(request, {
+      model: CHAT_MODEL_A,
+      prompt: `logs-pgn-shared-theirs-${suffix}`,
+      apiKey: theirs.key,
+      traceId: sharedSession,
+    });
+    await waitForSpendLog(request, lastId);
+
+    await openLogs(page);
+    const drawer = await openFilterDrawer(page);
+    await drawer.getByPlaceholder("Enter session ID…").fill(sharedSession);
+    await drawer.getByRole("button", { name: "Apply Filters" }).click();
+    await expect(drawer).not.toBeVisible({ timeout: 10_000 });
+
+    // One row per caller: reusing a session id must not merge two keys' activity into one row.
+    await expect(requestLogsRows(page).filter({ hasText: sharedSession })).toHaveCount(2, { timeout: 30_000 });
+
+    // And each row carries ITS key's totals: two calls badge the first key's row,
+    // while the other key's single call renders as a plain LLM row.
+    const mineRow = requestLogsRows(page).filter({ hasText: sharedSession }).filter({ hasText: mine.token });
+    const theirsRow = requestLogsRows(page).filter({ hasText: sharedSession }).filter({ hasText: theirs.token });
+    await expect(mineRow).toHaveCount(1);
+    await expect(theirsRow).toHaveCount(1);
+    await expect(mineRow.getByText("2", { exact: true })).toBeVisible();
+    await expect(theirsRow.getByText("LLM", { exact: true })).toBeVisible();
+  });
+});
diff --git a/tests/e2e/ui/tests/modelHub/modelHub.spec.ts b/tests/e2e/ui/tests/modelHub/modelHub.spec.ts
index 6877fc9c48d..1fa3e4c530e 100644
--- a/tests/e2e/ui/tests/modelHub/modelHub.spec.ts
+++ b/tests/e2e/ui/tests/modelHub/modelHub.spec.ts
@@ -23,10 +23,12 @@ test.describe("AI Hub (internal admin view)", () => {
     await expect(modal.getByText(/Select All \(\d+\)/)).toBeVisible({ timeout: 5_000 });
 
     // Step 1: pick the seeded models via "Select All"
-    await modal.getByText(/Select All/i).click();
+    await modal.getByRole("checkbox", { name: /Select All/ }).check();
 
     // Move to confirm step
-    await modal.getByRole("button", { name: "Next" }).click();
+    const next = modal.getByRole("button", { name: "Next" });
+    await expect(next).toBeEnabled();
+    await next.click();
     await expect(modal.getByText("Confirm Making Models Public")).toBeVisible({ timeout: 5_000 });
 
     // Submit
diff --git a/tests/e2e/ui/tests/proxy-admin/secondAdmin.spec.ts b/tests/e2e/ui/tests/proxy-admin/secondAdmin.spec.ts
index 5a8bc84cc13..73263c844fa 100644
--- a/tests/e2e/ui/tests/proxy-admin/secondAdmin.spec.ts
+++ b/tests/e2e/ui/tests/proxy-admin/secondAdmin.spec.ts
@@ -10,7 +10,7 @@ test.describe("Second proxy admin", () => {
   test("an invited admin can log in, mint a key, and call a model with it", async ({ page, browser, request }) => {
     const suffix = Date.now();
     const email = `second-admin-${suffix}@test.local`;
-    const password = "e2e-second-admin-password";
+    const password = "E2e-Second-Admin-Pass-1!";
     const auth = { Authorization: `Bearer ${masterKey()}` };
 
     const inviteAdminUser = async (): Promise<string> => {
diff --git a/tests/litellm-proxy-extras/test_litellm_proxy_extras_utils.py b/tests/litellm-proxy-extras/test_litellm_proxy_extras_utils.py
index b3d457707b8..22558faedad 100644
--- a/tests/litellm-proxy-extras/test_litellm_proxy_extras_utils.py
+++ b/tests/litellm-proxy-extras/test_litellm_proxy_extras_utils.py
@@ -703,3 +703,170 @@ class TestSpendLogsPartitionDetectionMissingPsycopg:
         assert any(
             "psycopg is not installed" in record.message for record in caplog.records
         )
+
+
+_ATTEMPT_BUDGET = 4
+
+_P3005_STDERR = """Error: P3005
+
+The database schema is not empty. Read more about how to baseline an existing production database: https://pris.ly/d/migrate-baseline
+"""
+
+
+def _p3018_stderr(migration_name):
+    return f"""Error: P3018
+
+A migration failed to apply. New migrations cannot be applied before the error is recovered from.
+
+Migration name: {migration_name}
+
+Database error code: 42P07
+
+Database error:
+ERROR: relation "SomeTable" already exists
+"""
+
+
+class _MigrateDeployHarness:
+    """Drives _setup_database_v2 with a scripted sequence of
+    `prisma migrate deploy` outcomes, with every recovery command faked out so
+    nothing touches a database or the packaged migrations directory."""
+
+    def __init__(self, monkeypatch, tmp_path, outcomes, repeat_last=False):
+        import subprocess as subprocess_module
+
+        import litellm_proxy_extras.utils as utils_module
+
+        self.deploy_calls = []
+        self.resolved = []
+        self.baselines = 0
+        self._outcomes = list(outcomes)
+        self._repeat_last = repeat_last
+        self._subprocess_module = subprocess_module
+
+        monkeypatch.delenv("DATABASE_URL", raising=False)
+        monkeypatch.setattr(
+            ProxyExtrasDBManager, "_get_prisma_dir", staticmethod(lambda: str(tmp_path))
+        )
+        monkeypatch.setattr(
+            ProxyExtrasDBManager,
+            "_create_baseline_migration",
+            staticmethod(self._fake_baseline),
+        )
+        monkeypatch.setattr(
+            ProxyExtrasDBManager,
+            "_roll_back_migration",
+            staticmethod(lambda name: None),
+        )
+        monkeypatch.setattr(
+            ProxyExtrasDBManager,
+            "_resolve_specific_migration",
+            staticmethod(self.resolved.append),
+        )
+        monkeypatch.setattr(utils_module.subprocess, "run", self._fake_run)
+        monkeypatch.setattr(utils_module.time, "sleep", lambda seconds: None)
+
+        self.baseline_succeeds = True
+
+    def _fake_baseline(self, *args, **kwargs):
+        self.baselines += 1
+        return self.baseline_succeeds
+
+    def _next_outcome(self):
+        if self._outcomes:
+            if self._repeat_last and len(self._outcomes) == 1:
+                return self._outcomes[0]
+            return self._outcomes.pop(0)
+        raise AssertionError("prisma migrate deploy called more times than scripted")
+
+    def _fake_run(self, cmd, **kwargs):
+        assert cmd[1:] == ["migrate", "deploy"], f"unexpected prisma command: {cmd}"
+        self.deploy_calls.append(cmd)
+        outcome = self._next_outcome()
+        if outcome == "ok":
+            return _FakeCompleted()
+        if outcome == "timeout":
+            raise self._subprocess_module.TimeoutExpired(cmd, 1)
+        raise self._subprocess_module.CalledProcessError(1, cmd, stderr=outcome)
+
+    def run(self):
+        return ProxyExtrasDBManager._setup_database_v2(use_migrate=True)
+
+
+class TestMigrateDeployAttemptAccounting:
+    """A `prisma db push` database has a full schema and no ledger, so the v2
+    resolver baselines it and then works through every migration whose objects
+    already exist. Those recoveries make progress, so they must not spend the
+    retry budget, which is there to stop a run that is getting nowhere."""
+
+    def test_a_push_created_database_finishes_bootstrapping(
+        self, monkeypatch, tmp_path
+    ):
+        already_there = [
+            "20250329084805_new_cron_job_table",
+            "20250806095134_rename_alias_to_server_name_mcp_table",
+            "20260224203854_add_agent_object_permissions_table",
+            "20260301120000_fourth_table",
+            "20260302120000_fifth_table",
+            "20260303120000_sixth_table",
+        ]
+        harness = _MigrateDeployHarness(
+            monkeypatch,
+            tmp_path,
+            [_P3005_STDERR]
+            + [_p3018_stderr(name) for name in already_there]
+            + ["ok"],
+        )
+
+        assert harness.run() is True
+        assert harness.baselines == 1
+        assert harness.resolved == already_there
+        assert len(harness.deploy_calls) == len(already_there) + 2
+
+    def test_repeated_recovery_of_one_migration_still_gives_up(
+        self, monkeypatch, tmp_path
+    ):
+        harness = _MigrateDeployHarness(
+            monkeypatch,
+            tmp_path,
+            [_p3018_stderr("20250329084805_new_cron_job_table")],
+            repeat_last=True,
+        )
+
+        with pytest.raises(RuntimeError):
+            harness.run()
+        assert len(harness.deploy_calls) <= _ATTEMPT_BUDGET + 1
+
+    def test_timeouts_still_spend_the_budget(self, monkeypatch, tmp_path):
+        harness = _MigrateDeployHarness(
+            monkeypatch, tmp_path, ["timeout"], repeat_last=True
+        )
+
+        with pytest.raises(RuntimeError):
+            harness.run()
+        assert len(harness.deploy_calls) == _ATTEMPT_BUDGET
+
+    def test_a_baseline_that_never_lands_stops_after_the_budget(
+        self, monkeypatch, tmp_path
+    ):
+        harness = _MigrateDeployHarness(
+            monkeypatch, tmp_path, [_P3005_STDERR], repeat_last=True
+        )
+        harness.baseline_succeeds = False
+
+        with pytest.raises(RuntimeError):
+            harness.run()
+        assert len(harness.deploy_calls) == _ATTEMPT_BUDGET
+
+    def test_an_unrecoverable_error_is_not_retried(self, monkeypatch, tmp_path):
+        harness = _MigrateDeployHarness(
+            monkeypatch,
+            tmp_path,
+            ["Error: P3018\n\nMigration name: 20260101000000_x\n\nERROR: syntax error at or near \"SLECT\"\n"],
+            repeat_last=True,
+        )
+
+        with pytest.raises(RuntimeError):
+            harness.run()
+        assert len(harness.deploy_calls) == 1
+        assert harness.resolved == []
diff --git a/tests/llm_responses_api_testing/test_responses_hooks.py b/tests/llm_responses_api_testing/test_responses_hooks.py
index 66dbb29dba5..a86752c0172 100644
--- a/tests/llm_responses_api_testing/test_responses_hooks.py
+++ b/tests/llm_responses_api_testing/test_responses_hooks.py
@@ -841,7 +841,7 @@ def test_build_synthetic_response_events_covers_annotations_function_calls_and_r
     )
 
     try:
-        events = streaming_module._build_synthetic_response_events(
+        events = streaming_module.build_synthetic_response_events(
             transformed=transformed,
             logging_obj=logging_obj,
             chunk_size=5,
diff --git a/tests/llm_translation/conftest.py b/tests/llm_translation/conftest.py
index 8532af2851c..567040c1d19 100644
--- a/tests/llm_translation/conftest.py
+++ b/tests/llm_translation/conftest.py
@@ -44,7 +44,11 @@ _VCR_AUTO_MARKER_SKIP_FILES = frozenset(
     {"test_vcr_redis_persister.py", "test_ws_vcr.py"}
 )
 
-_VCR_INCOMPATIBLE_NODEID_SUFFIXES: tuple[str, ...] = ()
+_VCR_INCOMPATIBLE_NODEID_SUFFIXES: tuple[str, ...] = (
+    "test_nvidia_nim.py::test_embedding_nvidia_nim",
+    "test_litellm_proxy_provider.py::test_litellm_gateway_from_sdk_embedding[False]",
+    "test_litellm_proxy_provider.py::test_litellm_gateway_from_sdk_embedding[True]",
+)
 
 
 _verbose_state = VerboseReporterState()
diff --git a/tests/local_testing/conftest.py b/tests/local_testing/conftest.py
index ee93009a198..5535a62bb81 100644
--- a/tests/local_testing/conftest.py
+++ b/tests/local_testing/conftest.py
@@ -90,6 +90,7 @@ _VCR_INCOMPATIBLE_FILES = frozenset(
 #   carry no real provider cost.
 _VCR_INCOMPATIBLE_NODEID_SUFFIXES: tuple[str, ...] = (
     "test_router.py::test_router_text_completion_client",
+    "test_embedding.py::test_encoding_format_omitted_by_default_for_openai_sdk",
 )
 
 
diff --git a/tests/local_testing/test_completion.py b/tests/local_testing/test_completion.py
index ef8d6c55148..f8f23ea015a 100644
--- a/tests/local_testing/test_completion.py
+++ b/tests/local_testing/test_completion.py
@@ -2879,7 +2879,6 @@ def response_format_tests(response: litellm.ModelResponse):
     "model",
     [
         "bedrock/mistral.mistral-large-2407-v1:0",
-        "bedrock/cohere.command-r-plus-v1:0",
         "us.anthropic.claude-sonnet-4-5-20250929-v1:0",
         "mistral.mistral-7b-instruct-v0:2",
         "meta.llama3-8b-instruct-v1:0",
diff --git a/tests/local_testing/test_embedding.py b/tests/local_testing/test_embedding.py
index ee2ac14f498..c119334da6f 100644
--- a/tests/local_testing/test_embedding.py
+++ b/tests/local_testing/test_embedding.py
@@ -15,6 +15,7 @@ from unittest.mock import AsyncMock, MagicMock, patch
 
 import litellm
 from litellm import completion, completion_cost, embedding
+from tests.fake_openai_endpoint import FAKE_OPENAI_API_BASE
 
 litellm.set_verbose = False
 
@@ -269,11 +270,14 @@ def test_openai_azure_embedding_timeouts():
 def test_openai_embedding_timeouts():
     try:
         response = embedding(
-            model="text-embedding-ada-002",
+            model="openai/slow-endpoint",
             input=["good morning from litellm"],
-            timeout=0.00001,
+            api_base=FAKE_OPENAI_API_BASE,
+            api_key="fake-key",
+            timeout=0.5,
         )
         print(response)
+        pytest.fail("Expected timeout error, the request returned instead")
     except openai.APITimeoutError:
         print("Good job got OpenAI timeout error!")
         pass
diff --git a/tests/local_testing/test_get_llm_provider.py b/tests/local_testing/test_get_llm_provider.py
index cc6209f2bf9..ebad0fbafc5 100644
--- a/tests/local_testing/test_get_llm_provider.py
+++ b/tests/local_testing/test_get_llm_provider.py
@@ -155,6 +155,11 @@ def test_default_api_base():
                         continue
                     elif provider == "github" and other_provider.value == "azure":
                         continue
+                    elif (
+                        provider in ("qwencloud", "qwen_ai_platform")
+                        and other_provider.value == "dashscope"
+                    ):
+                        continue
                     assert other_provider.value not in api_base.replace("/openai", "")
 
 
diff --git a/tests/local_testing/test_router.py b/tests/local_testing/test_router.py
index c714bb4f9a7..bd0a9bf8df4 100644
--- a/tests/local_testing/test_router.py
+++ b/tests/local_testing/test_router.py
@@ -1552,8 +1552,9 @@ def test_router_timeout():
         {
             "model_name": "gpt-3.5-turbo",
             "litellm_params": {
-                "model": "gpt-3.5-turbo",
-                "api_key": "os.environ/OPENAI_API_KEY",
+                "model": "openai/slow-endpoint",
+                "api_base": FAKE_OPENAI_API_BASE,
+                "api_key": "fake-key",
             },
         }
     ]
@@ -1562,7 +1563,7 @@ def test_router_timeout():
     start_time = time.time()
     try:
         res = router.completion(
-            model="gpt-3.5-turbo", messages=messages, timeout=0.0001
+            model="gpt-3.5-turbo", messages=messages, timeout=0.5
         )
         print(res)
         pytest.fail("this should have timed out")
diff --git a/tests/local_testing/test_streaming.py b/tests/local_testing/test_streaming.py
index 07d693af447..bf39d3155b7 100644
--- a/tests/local_testing/test_streaming.py
+++ b/tests/local_testing/test_streaming.py
@@ -1168,7 +1168,6 @@ async def test_completion_replicate_llama3_streaming(sync_mode):
     "model, region",
     [
         # ["bedrock/ai21.jamba-instruct-v1:0", "us-east-1"],
-        # ["bedrock/cohere.command-r-plus-v1:0", None],
         ["us.anthropic.claude-sonnet-4-5-20250929-v1:0", None],
         # ["mistral.mistral-7b-instruct-v0:2", None],
         # ["meta.llama3-8b-instruct-v1:0", None],
@@ -1271,7 +1270,7 @@ def test_bedrock_claude_3_streaming():
     "model",
     [
         "claude-haiku-4-5-20251001",
-        "cohere.command-r-plus-v1:0",  # bedrock
+        "bedrock/mistral.mistral-7b-instruct-v0:2",
         "gpt-3.5-turbo",
     ],
 )
diff --git a/tests/local_testing/test_timeout.py b/tests/local_testing/test_timeout.py
index 66054a0930a..784e2c73cd7 100644
--- a/tests/local_testing/test_timeout.py
+++ b/tests/local_testing/test_timeout.py
@@ -12,6 +12,7 @@ import openai
 import pytest
 
 import litellm
+from tests.fake_openai_endpoint import FAKE_OPENAI_API_BASE
 
 
 @pytest.mark.parametrize(
@@ -216,13 +217,16 @@ def test_timeout_streaming():
     litellm.set_verbose = False
     try:
         response = litellm.completion(
-            model="gpt-3.5-turbo",
+            model="openai/slow-endpoint",
             messages=[{"role": "user", "content": "hello, write a 20 pg essay"}],
-            timeout=0.0001,
+            api_base=FAKE_OPENAI_API_BASE,
+            api_key="fake-key",
+            timeout=0.5,
             stream=True,
         )
         for chunk in response:
             print(chunk)
+        pytest.fail("Did not raise error `openai.APITimeoutError`. The stream completed instead")
     except openai.APITimeoutError as e:
         print(
             "Passed: Raised correct exception. Got openai.APITimeoutError\nGood Job", e
diff --git a/tests/logging_callback_tests/test_bedrock_knowledgebase_hook.py b/tests/logging_callback_tests/test_bedrock_knowledgebase_hook.py
index 3f9f2bacdd3..9faaaf492e8 100644
--- a/tests/logging_callback_tests/test_bedrock_knowledgebase_hook.py
+++ b/tests/logging_callback_tests/test_bedrock_knowledgebase_hook.py
@@ -71,6 +71,48 @@ def setup_vector_store_registry():
     )
 
 
+@pytest.mark.asyncio
+async def test_vector_store_hook_routes_search_through_proxy_router(
+    setup_vector_store_registry,
+):
+    proxy_router = Mock()
+    proxy_router.avector_store_search = AsyncMock(
+        return_value=VectorStoreSearchResponse(
+            object="vector_store.search_results.page",
+            search_query="what is litellm?",
+            data=[
+                VectorStoreSearchResult(
+                    score=1.0,
+                    content=[VectorStoreResultContent(text="routed context", type="text")],
+                )
+            ],
+        )
+    )
+    logging_obj = Mock()
+    logging_obj.model_call_details = {
+        "litellm_params": {"metadata": {"user_api_key_team_id": "team-a"}}
+    }
+
+    with patch("litellm.proxy.proxy_server.llm_router", proxy_router):
+        _, messages, _ = await VectorStorePreCallHook().async_get_chat_completion_prompt(
+            model="chat-model",
+            messages=[{"role": "user", "content": "what is litellm?"}],
+            non_default_params={"vector_store_ids": ["T37J8R4WTM"]},
+            prompt_id=None,
+            prompt_variables=None,
+            dynamic_callback_params={},
+            litellm_logging_obj=logging_obj,
+        )
+
+    proxy_router.avector_store_search.assert_awaited_once_with(
+        vector_store_id="T37J8R4WTM",
+        query="what is litellm?",
+        custom_llm_provider="bedrock",
+        metadata={"user_api_key_team_id": "team-a"},
+    )
+    assert messages[0]["content"] == "Context:\n\nrouted context\n\n"
+
+
 @pytest.mark.asyncio
 async def test_e2e_bedrock_knowledgebase_retrieval_with_completion(
     setup_vector_store_registry,
@@ -328,6 +370,7 @@ async def test_bedrock_kb_request_body_has_transformed_filters(
         custom_llm_provider,
         litellm_params,
         logging_obj,
+        embedding_executor=None,
         extra_headers=None,
         extra_body=None,
         timeout=None,
diff --git a/tests/mcp_tests/test_mcp_client_unit.py b/tests/mcp_tests/test_mcp_client_unit.py
index aadaadd510e..6438525706a 100644
--- a/tests/mcp_tests/test_mcp_client_unit.py
+++ b/tests/mcp_tests/test_mcp_client_unit.py
@@ -11,7 +11,9 @@ from unittest.mock import AsyncMock, MagicMock, patch, ANY
 import litellm.experimental_mcp_client.client as mcp_client_module
 from litellm.experimental_mcp_client.client import MCPClient
 from litellm.types.mcp import MCPAuth, MCPTransport
-from mcp.types import Tool as MCPTool, CallToolResult as MCPCallToolResult
+from mcp.types import CallToolResult as MCPCallToolResult
+from mcp.types import ListToolsResult, PaginatedRequestParams
+from mcp.types import Tool as MCPTool
 
 
 def test_mcp_client_uses_configurable_default_timeout():
@@ -185,6 +187,80 @@ class TestMCPClientUnitTests:
         mock_session_instance.initialize.assert_called_once()
         mock_session_instance.list_tools.assert_called_once()
 
+    @pytest.mark.asyncio
+    @patch.object(mcp_client_module, "streamable_http_client")  # test-quality-ok: exercises MCPClient wiring; the walk itself is covered sessionless in test_tools.py
+    @patch.object(mcp_client_module, "ClientSession")  # test-quality-ok: exercises MCPClient wiring; the walk itself is covered sessionless in test_tools.py
+    async def test_list_tools_follows_next_cursor_until_exhausted(
+        self,
+        mock_session_class,
+        mock_transport,
+    ):
+        """Test listing tools follows MCP pagination cursors until exhausted."""
+        mock_transport_ctx = AsyncMock()
+        mock_transport.return_value = mock_transport_ctx
+        mock_transport_instance = MagicMock()
+        mock_transport_ctx.__aenter__ = AsyncMock(return_value=mock_transport_instance)
+
+        mock_session_ctx = AsyncMock()
+        mock_session_class.return_value = mock_session_ctx
+        mock_session_instance = AsyncMock()
+        mock_session_ctx.__aenter__ = AsyncMock(return_value=mock_session_instance)
+
+        first_page_tools = [
+            MCPTool(name=f"tool_{idx}", description=f"Tool {idx}", inputSchema={}) for idx in range(100)
+        ]
+        second_page_tool = MCPTool(
+            name="tool_100",
+            description="Tool 100",
+            inputSchema={},
+        )
+        mock_session_instance.list_tools.side_effect = [
+            ListToolsResult(tools=first_page_tools, nextCursor="page-2"),
+            ListToolsResult(tools=[second_page_tool]),
+        ]
+
+        client = MCPClient("http://example.com")
+        result = await client.list_tools()
+
+        assert result == [*first_page_tools, second_page_tool]
+        assert mock_session_instance.list_tools.call_count == 2
+        second_call_params = mock_session_instance.list_tools.call_args_list[1].kwargs["params"]
+        assert isinstance(second_call_params, PaginatedRequestParams)
+        assert second_call_params.cursor == "page-2"
+
+    @pytest.mark.asyncio
+    @patch.object(mcp_client_module, "streamable_http_client")  # test-quality-ok: exercises MCPClient wiring; the walk itself is covered sessionless in test_tools.py
+    @patch.object(mcp_client_module, "ClientSession")  # test-quality-ok: exercises MCPClient wiring; the walk itself is covered sessionless in test_tools.py
+    async def test_list_tools_swallows_mid_walk_error_without_raise_on_error(
+        self,
+        mock_session_class,
+        mock_transport,
+    ):
+        """Test a mid-walk failure returns [] when raise_on_error is False."""
+        mock_transport_ctx = AsyncMock()
+        mock_transport.return_value = mock_transport_ctx
+        mock_transport_instance = MagicMock()
+        mock_transport_ctx.__aenter__ = AsyncMock(return_value=mock_transport_instance)
+
+        mock_session_ctx = AsyncMock()
+        mock_session_class.return_value = mock_session_ctx
+        mock_session_instance = AsyncMock()
+        mock_session_ctx.__aenter__ = AsyncMock(return_value=mock_session_instance)
+
+        mock_session_instance.list_tools.side_effect = [
+            ListToolsResult(
+                tools=[MCPTool(name="tool_0", description="Tool 0", inputSchema={})],
+                nextCursor="page-2",
+            ),
+            RuntimeError("transient upstream failure"),
+        ]
+
+        client = MCPClient("http://example.com")
+        result = await client.list_tools()
+
+        assert result == []
+        assert mock_session_instance.list_tools.call_count == 2
+
     @pytest.mark.asyncio
     @patch.object(mcp_client_module, "streamable_http_client")
     @patch.object(mcp_client_module, "ClientSession")
diff --git a/tests/mcp_tests/test_mcp_server.py b/tests/mcp_tests/test_mcp_server.py
index e06c33263fb..1781dfe2fc2 100644
--- a/tests/mcp_tests/test_mcp_server.py
+++ b/tests/mcp_tests/test_mcp_server.py
@@ -2815,6 +2815,7 @@ async def test_mcp_server_manager_with_access_groups_integration():
     """Integration test for MCPServerManager with access group filtering"""
     from litellm.proxy._experimental.mcp_server.auth.user_api_key_auth_mcp import (
         MCPRequestHandler,
+        MCPServerAccess,
     )
     from litellm.proxy._types import UserAPIKeyAuth
 
@@ -2848,11 +2849,11 @@ async def test_mcp_server_manager_with_access_groups_integration():
     )
 
     # Mock the permission lookup to return staff access group
-    with patch.object(MCPRequestHandler, "get_allowed_mcp_servers") as mock_get_allowed:
-        mock_get_allowed.return_value = [
-            "staff-server-id",
-            "ops-server-id",
-        ]  # User has access to staff and ops
+    with patch.object(MCPRequestHandler, "get_mcp_server_access") as mock_get_allowed:  # test-quality-ok: manager resolver seam
+        mock_get_allowed.return_value = MCPServerAccess(
+            server_ids=("staff-server-id", "ops-server-id"),
+            scope="scoped",
+        )
 
         allowed_servers = await test_manager.get_allowed_mcp_servers(user_auth)
 
@@ -2901,6 +2902,7 @@ async def test_get_allowed_mcp_servers_returns_empty_for_non_admin_without_permi
     from litellm.proxy._types import LitellmUserRoles, UserAPIKeyAuth
     from litellm.proxy._experimental.mcp_server.auth.user_api_key_auth_mcp import (
         MCPRequestHandler,
+        MCPServerAccess,
     )
 
     test_manager = MCPServerManager()
@@ -2923,9 +2925,9 @@ async def test_get_allowed_mcp_servers_returns_empty_for_non_admin_without_permi
     )
 
     with patch.object(
-        MCPRequestHandler, "get_allowed_mcp_servers", new_callable=AsyncMock
+        MCPRequestHandler, "get_mcp_server_access", new_callable=AsyncMock
     ) as mock_permission_lookup:
-        mock_permission_lookup.return_value = []
+        mock_permission_lookup.return_value = MCPServerAccess(server_ids=())
         allowed_servers = await test_manager.get_allowed_mcp_servers(user_auth)
 
     assert allowed_servers == []
diff --git a/tests/ocr_tests/test_ocr_vertex_ai.py b/tests/ocr_tests/test_ocr_vertex_ai.py
index 1ba5b9d0883..1842eb063a5 100644
--- a/tests/ocr_tests/test_ocr_vertex_ai.py
+++ b/tests/ocr_tests/test_ocr_vertex_ai.py
@@ -5,9 +5,11 @@ Note: Vertex AI OCR automatically converts URLs to base64 data URIs since
 the Vertex AI endpoint doesn't have internet access.
 """
 
-import os
 import json
+import os
 import tempfile
+from typing import Final
+
 import pytest
 from base_ocr_unit_tests import BaseOCRTest
 
@@ -139,3 +141,19 @@ def test_vertex_ai_ocr_routing():
     assert isinstance(
         deepseek_variant, VertexAIDeepSeekOCRConfig
     ), "DeepSeek variant should route to VertexAIDeepSeekOCRConfig"
+
+
+@pytest.mark.parametrize("model", ("deepseek-ocr-maas", "deepseek-ai/deepseek-ocr-maas"))
+def test_deepseek_request_uses_single_provider_namespace(model: str) -> None:
+    from litellm.llms.vertex_ai.ocr.deepseek_transformation import (
+        VertexAIDeepSeekOCRConfig,
+    )
+
+    request: Final = VertexAIDeepSeekOCRConfig().transform_ocr_request(
+        model=model,
+        document={"type": "image_url", "image_url": "data:image/png;base64,AA=="},
+        optional_params={},
+        headers={},
+    )
+
+    assert request.data["model"] == "deepseek-ai/deepseek-ocr-maas"
diff --git a/tests/openai_endpoints_tests/test_e2e_openai_responses_api.py b/tests/openai_endpoints_tests/test_e2e_openai_responses_api.py
index 1a7fb1f3e41..abae26e02cd 100644
--- a/tests/openai_endpoints_tests/test_e2e_openai_responses_api.py
+++ b/tests/openai_endpoints_tests/test_e2e_openai_responses_api.py
@@ -1,5 +1,5 @@
 import httpx
-from openai import OpenAI, BadRequestError, APIStatusError
+from openai import OpenAI, BadRequestError, NotFoundError, APIStatusError
 import pytest
 
 
@@ -105,10 +105,9 @@ def test_streaming_response():
     assert len(collected_chunks) > 0
 
 
-def test_bad_request_error():
+def test_model_not_found_error():
     client = get_test_client()
-    with pytest.raises(BadRequestError):
-        # Trigger error with invalid model name
+    with pytest.raises(NotFoundError):
         client.responses.create(model="non-existent-model", input="This should fail")
 
 
diff --git a/tests/proxy_migration_tests/test_image_bedrock_realtime_extra.py b/tests/proxy_migration_tests/test_image_bedrock_realtime_extra.py
new file mode 100644
index 00000000000..ed21734c5fc
--- /dev/null
+++ b/tests/proxy_migration_tests/test_image_bedrock_realtime_extra.py
@@ -0,0 +1,58 @@
+"""Image-level check that the built proxy image can import the Bedrock realtime SDK.
+
+Bedrock Nova Sonic (`/v1/realtime`) imports `aws_sdk_bedrock_runtime` lazily on the
+first session, so an image whose `uv sync` stages skip the `bedrock-realtime` extra
+boots, passes health checks, and then fails every Nova Sonic session with
+"Missing aws_sdk_bedrock_runtime". Importing inside the built image is what catches
+that class of regression (missing extra, lockfile drift, a stage that syncs a
+different set of extras), which a static Dockerfile check cannot.
+
+Gated on LITELLM_IMAGE like the other image checks in this directory; exercised
+where an image has been built (the image-scan workflow). Requires a working docker CLI.
+"""
+
+import os
+import shutil
+import subprocess
+from typing import Final
+
+import pytest
+
+IMAGE: Final = os.getenv("LITELLM_IMAGE")
+NON_ROOT_UID: Final = "12345:0"
+IMPORT_PROBE: Final = "import aws_sdk_bedrock_runtime, smithy_aws_core; print('bedrock-realtime ok')"
+
+pytestmark = [
+    pytest.mark.skipif(IMAGE is None, reason="requires a built image (set LITELLM_IMAGE)"),
+    pytest.mark.skipif(shutil.which("docker") is None, reason="requires the docker CLI"),
+]
+
+
+def test_image_imports_bedrock_realtime_sdk():
+    assert IMAGE is not None
+
+    probe: Final = subprocess.run(
+        [
+            "docker",
+            "run",
+            "--rm",
+            "--network",
+            "none",
+            "--user",
+            NON_ROOT_UID,
+            "--entrypoint",
+            "python",
+            IMAGE,
+            "-c",
+            IMPORT_PROBE,
+        ],
+        capture_output=True,
+        text=True,
+        check=False,
+    )
+
+    assert probe.returncode == 0 and "bedrock-realtime ok" in probe.stdout, (
+        f"{IMAGE} cannot import aws_sdk_bedrock_runtime as uid {NON_ROOT_UID}, so Bedrock Nova Sonic "
+        "/v1/realtime sessions fail with 'Missing aws_sdk_bedrock_runtime'. Is `--extra bedrock-realtime` "
+        f"passed to every `uv sync` in its Dockerfile?\nstdout:\n{probe.stdout}\nstderr:\n{probe.stderr}"
+    )
diff --git a/tests/proxy_migration_tests/test_prisma_toolchain.py b/tests/proxy_migration_tests/test_prisma_toolchain.py
index d12a2c4dd4e..733870f3239 100644
--- a/tests/proxy_migration_tests/test_prisma_toolchain.py
+++ b/tests/proxy_migration_tests/test_prisma_toolchain.py
@@ -7,26 +7,36 @@ attempt fails identically. These tests pin the two behaviours that keep a
 container recoverable: an incomplete cache is deleted before Prisma is
 invoked, and the install gets a budget of its own rather than sharing the one
 that bounds each migration command.
+
+``prisma migrate deploy`` gets a budget of its own for the same reason: its
+runtime grows with the number of pending migrations, so a fresh database that
+replays every migration overran the per-command budget on slow machines and
+the proxy gave up after four identical timeouts.
 """
 
 import ast
 import json
+import logging
 import os
 import sys
 import time
+from collections.abc import Callable
 from pathlib import Path
 
 import pytest
 
 from litellm_proxy_extras.prisma_toolchain import (
     DEFAULT_PRISMA_COMMAND_TIMEOUT,
+    DEFAULT_PRISMA_MIGRATE_DEPLOY_TIMEOUT,
     PRISMA_BOOTSTRAP_TIMEOUT_ENV_VAR,
     PRISMA_COMMAND_TIMEOUT_ENV_VAR,
+    PRISMA_MIGRATE_DEPLOY_TIMEOUT_ENV_VAR,
     ensure_prisma_toolchain,
     heal_incomplete_nodeenv_cache,
     node_binary_path,
     prisma_bootstrap_timeout,
     prisma_command_timeout,
+    prisma_migrate_deploy_timeout,
 )
 from litellm_proxy_extras.utils import ProxyExtrasDBManager
 
@@ -42,14 +52,27 @@ import time
 
 args = sys.argv[1:]
 cache_dir = os.environ["PRISMA_NODEENV_CACHE_DIR"]
-with pathlib.Path(os.environ["FAKE_PRISMA_LOG"]).open("a") as log:
+log_path = pathlib.Path(os.environ["FAKE_PRISMA_LOG"])
+earlier_same_command = sum(
+    1
+    for line in (log_path.read_text().splitlines() if log_path.exists() else [])
+    if json.loads(line)["args"][:2] == args[:2]
+)
+with log_path.open("a") as log:
     log.write(
         json.dumps({{"args": args, "cache_dir_present": os.path.isdir(cache_dir)}})
         + "\\n"
     )
 time.sleep(float(os.environ.get("FAKE_PRISMA_SLEEP", "0")))
 if args[:2] == ["migrate", "deploy"]:
+    if earlier_same_command == 0:
+        time.sleep(float(os.environ.get("FAKE_PRISMA_FIRST_DEPLOY_SLEEP", "0")))
+    elif os.environ.get("FAKE_PRISMA_LATER_DEPLOY_STDERR"):
+        print(os.environ["FAKE_PRISMA_LATER_DEPLOY_STDERR"], file=sys.stderr)
+        sys.exit(1)
     print("No pending migrations to apply")
+if args[:2] == ["db", "push"] and earlier_same_command == 0:
+    time.sleep(float(os.environ.get("FAKE_PRISMA_FIRST_PUSH_SLEEP", "0")))
 sys.exit(0)
 """
 
@@ -80,9 +103,14 @@ def toolchain_env(tmp_path: Path, monkeypatch: pytest.MonkeyPatch) -> tuple[Path
     monkeypatch.setenv("PATH", f"{bin_dir}{os.pathsep}{os.environ['PATH']}")
     monkeypatch.delenv(PRISMA_COMMAND_TIMEOUT_ENV_VAR, raising=False)
     monkeypatch.delenv(PRISMA_BOOTSTRAP_TIMEOUT_ENV_VAR, raising=False)
+    monkeypatch.delenv(PRISMA_MIGRATE_DEPLOY_TIMEOUT_ENV_VAR, raising=False)
     return cache_dir, log_path
 
 
+def _deploy_calls(log_path: Path) -> list[list[str]]:
+    return [call["args"] for call in _fake_prisma_calls(log_path) if call["args"][:2] == ["migrate", "deploy"]]
+
+
 def _make_incomplete_cache(cache_dir: Path) -> None:
     (cache_dir / "lib").mkdir(parents=True)
     (cache_dir / "bin").mkdir()
@@ -209,25 +237,111 @@ def test_setup_database_prepares_the_toolchain_before_migrating(
     assert calls[0]["cache_dir_present"] is False
 
 
+@pytest.mark.parametrize("use_v2_resolver", [False, True], ids=["v1", "v2"])
+def test_migrate_deploy_is_not_bounded_by_the_per_command_timeout(
+    toolchain_env: tuple[Path, Path],
+    monkeypatch: pytest.MonkeyPatch,
+    use_v2_resolver: bool,
+) -> None:
+    """A fresh database replays every migration, which takes longer than any bookkeeping command."""
+    _, log_path = toolchain_env
+    monkeypatch.setenv("DATABASE_URL", "postgresql://u:p@localhost:9/x")
+    monkeypatch.setenv(PRISMA_COMMAND_TIMEOUT_ENV_VAR, "1")
+    monkeypatch.setenv("FAKE_PRISMA_FIRST_DEPLOY_SLEEP", "3")
+
+    assert ProxyExtrasDBManager.setup_database(use_migrate=True, use_v2_resolver=use_v2_resolver) is True
+    assert _deploy_calls(log_path) == [["migrate", "deploy"]]
+
+
+def test_migrate_deploy_stops_at_its_own_timeout(
+    toolchain_env: tuple[Path, Path], monkeypatch: pytest.MonkeyPatch
+) -> None:
+    """The deploy budget still bounds a deploy that hangs, so boot cannot wait forever."""
+    _, log_path = toolchain_env
+    monkeypatch.setenv("DATABASE_URL", "postgresql://u:p@localhost:9/x")
+    monkeypatch.setenv(PRISMA_MIGRATE_DEPLOY_TIMEOUT_ENV_VAR, "1")
+    monkeypatch.setenv("FAKE_PRISMA_FIRST_DEPLOY_SLEEP", "60")
+    monkeypatch.setenv("FAKE_PRISMA_LATER_DEPLOY_STDERR", "Error: P3018 permission denied for schema public")
+
+    started = time.monotonic()
+    with pytest.raises(RuntimeError, match="insufficient permissions"):
+        ProxyExtrasDBManager.setup_database(use_migrate=True, use_v2_resolver=True)
+    elapsed = time.monotonic() - started
+
+    assert len(_deploy_calls(log_path)) == 2
+    assert elapsed < 30
+
+
+def test_db_push_timeout_hint_names_the_per_command_budget(
+    toolchain_env: tuple[Path, Path], monkeypatch: pytest.MonkeyPatch, caplog: pytest.LogCaptureFixture
+) -> None:
+    """``db push`` keeps the per-command budget, so its timeout hint has to name that variable."""
+    _, log_path = toolchain_env
+    monkeypatch.setenv("DATABASE_URL", "postgresql://u:p@localhost:9/x")
+    monkeypatch.setenv(PRISMA_COMMAND_TIMEOUT_ENV_VAR, "1")
+    monkeypatch.setenv("FAKE_PRISMA_FIRST_PUSH_SLEEP", "3")
+
+    with caplog.at_level(logging.WARNING, logger="litellm_proxy_extras"):
+        assert ProxyExtrasDBManager.setup_database(use_migrate=False, use_v2_resolver=False) is True
+
+    assert [call["args"][:2] for call in _fake_prisma_calls(log_path)].count(["db", "push"]) == 2
+    assert [record.getMessage() for record in caplog.records if "timed out" in record.getMessage()] == [
+        f"Attempt 1 timed out. Raise {PRISMA_COMMAND_TIMEOUT_ENV_VAR} if this database needs longer to apply its schema."
+    ]
+
+
+@pytest.mark.parametrize(
+    ("command_timeout", "deploy_timeout", "expected"),
+    [
+        ("900", None, 900.0),
+        ("12", None, DEFAULT_PRISMA_MIGRATE_DEPLOY_TIMEOUT),
+        ("900", "1200", 1200.0),
+        ("900", "300", 300.0),
+    ],
+    ids=["raised_command_budget_carries_over", "lowered_command_budget_does_not", "override_wins_upward", "override_wins_downward"],
+)
+def test_migrate_deploy_budget_keeps_a_raised_command_budget(
+    command_timeout: str, deploy_timeout: str | None, expected: float, monkeypatch: pytest.MonkeyPatch
+) -> None:
+    """Deployments that raised the per-command budget to survive a long deploy keep that budget for deploy."""
+    monkeypatch.setenv(PRISMA_COMMAND_TIMEOUT_ENV_VAR, command_timeout)
+    if deploy_timeout is None:
+        monkeypatch.delenv(PRISMA_MIGRATE_DEPLOY_TIMEOUT_ENV_VAR, raising=False)
+    else:
+        monkeypatch.setenv(PRISMA_MIGRATE_DEPLOY_TIMEOUT_ENV_VAR, deploy_timeout)
+
+    assert prisma_migrate_deploy_timeout() == expected
+
+
 @pytest.mark.parametrize(
     "raw",
     ["", "0", "-5", "not-a-number", "nan", "inf", "-inf", "1e400"],
 )
+@pytest.mark.parametrize(
+    ("env_var", "read_timeout", "default"),
+    [
+        (PRISMA_COMMAND_TIMEOUT_ENV_VAR, prisma_command_timeout, DEFAULT_PRISMA_COMMAND_TIMEOUT),
+        (PRISMA_MIGRATE_DEPLOY_TIMEOUT_ENV_VAR, prisma_migrate_deploy_timeout, DEFAULT_PRISMA_MIGRATE_DEPLOY_TIMEOUT),
+    ],
+    ids=["command", "migrate_deploy"],
+)
 def test_unusable_timeout_override_falls_back_to_the_default(
-    raw: str, monkeypatch: pytest.MonkeyPatch
+    raw: str, env_var: str, read_timeout: Callable[[], float], default: float, monkeypatch: pytest.MonkeyPatch
 ) -> None:
     """A non-finite override would silently disable the timeout it configures."""
-    monkeypatch.setenv(PRISMA_COMMAND_TIMEOUT_ENV_VAR, raw)
+    monkeypatch.setenv(env_var, raw)
 
-    assert prisma_command_timeout() == DEFAULT_PRISMA_COMMAND_TIMEOUT
+    assert read_timeout() == default
 
 
 def test_timeout_overrides_are_independent(monkeypatch: pytest.MonkeyPatch) -> None:
     monkeypatch.setenv(PRISMA_COMMAND_TIMEOUT_ENV_VAR, "12")
     monkeypatch.setenv(PRISMA_BOOTSTRAP_TIMEOUT_ENV_VAR, "900")
+    monkeypatch.setenv(PRISMA_MIGRATE_DEPLOY_TIMEOUT_ENV_VAR, "1200")
 
     assert prisma_command_timeout() == 12
     assert prisma_bootstrap_timeout() == 900
+    assert prisma_migrate_deploy_timeout() == 1200
 
 
 @pytest.mark.parametrize("module", ["utils.py", "replica_identity.py"])
diff --git a/tests/proxy_unit_tests/test_proxy_server.py b/tests/proxy_unit_tests/test_proxy_server.py
index 47554913419..54cce9cdd78 100644
--- a/tests/proxy_unit_tests/test_proxy_server.py
+++ b/tests/proxy_unit_tests/test_proxy_server.py
@@ -3076,7 +3076,9 @@ async def test_update_config_success_callback_normalization():
     admin_user = UserAPIKeyAuth(
         user_role=LitellmUserRoles.PROXY_ADMIN, api_key="sk-test"
     )
-    await proxy_server.update_config(config_update, user_api_key_dict=admin_user)
+    request = MagicMock()
+    request.json = AsyncMock(return_value={"litellm_settings": {"success_callback": ["SQS", "sQs"]}})
+    await proxy_server.update_config(config_update, request=request, user_api_key_dict=admin_user)
 
     assert (
         "litellm_settings" in upserted
diff --git a/tests/proxy_unit_tests/test_unit_test_max_model_budget_limiter.py b/tests/proxy_unit_tests/test_unit_test_max_model_budget_limiter.py
index 3785ccdcfba..096efc33aaf 100644
--- a/tests/proxy_unit_tests/test_unit_test_max_model_budget_limiter.py
+++ b/tests/proxy_unit_tests/test_unit_test_max_model_budget_limiter.py
@@ -1,3 +1,5 @@
+import asyncio
+from types import MappingProxyType
 from unittest.mock import AsyncMock, patch
 
 
@@ -5,6 +7,7 @@ import pytest
 
 import litellm
 from litellm.caching.caching import DualCache
+from litellm.caching.redis_cache import RedisCache
 from datetime import datetime, timezone
 
 from litellm.litellm_core_utils.duration_parser import duration_in_seconds
@@ -1332,3 +1335,85 @@ async def test_the_user_scope_has_no_pre_upgrade_counter_to_carry():
         await limiter.is_user_within_model_budget(
             user_id="u1", user_model_max_budget=model_max_budget, model="openai/gpt-4"
         )
+
+
+class _SharedFakeRedis(RedisCache):
+    """Stand-in for the one Redis every replica's DualCache is attached to.
+
+    Only the methods the limiter and DualCache call are implemented, and
+    ``super().__init__`` is skipped so no connection is opened.
+    """
+
+    def __init__(self):
+        self._store = MappingProxyType({})
+
+    async def async_set_cache(self, key, value, **kwargs):
+        self._store = MappingProxyType({**self._store, key: value})
+
+    async def async_get_cache(self, key, **kwargs):
+        return self._store.get(key)
+
+    async def async_batch_get_cache(self, key_list, **kwargs):
+        return {key: self._store.get(key) for key in key_list}
+
+    async def async_increment_pipeline(self, increment_list, **kwargs):
+        for op in increment_list:
+            total = self._store.get(op["key"], 0.0) + op["increment_value"]
+            self._store = MappingProxyType({**self._store, op["key"]: total})
+        return [self._store[op["key"]] for op in increment_list]
+
+
+async def _log_spend(limiter, *, key_hash, model_max_budget, response_cost):
+    await limiter.async_log_success_event(
+        _success_kwargs(
+            model_group="gpt-4",
+            response_cost=response_cost,
+            key_hash=key_hash,
+            key_model_max_budget=model_max_budget,
+        ),
+        response_obj=None,
+        start_time=None,
+        end_time=None,
+    )
+    # The Redis push is scheduled as a task rather than awaited inline.
+    await asyncio.gather(*(t for t in asyncio.all_tasks() if t is not asyncio.current_task()))
+
+
+@pytest.mark.asyncio
+async def test_spend_logged_on_one_replica_is_enforced_and_reported_on_another():
+    """
+    Each replica increments its own in-memory copy of the per-model counter and
+    pushes the increment to the shared Redis, so only Redis holds the window's
+    total. A replica that has served part of the traffic must still enforce and
+    report the total, not its own share.
+
+    Regression: reads went to the in-memory tier first, so a replica whose local
+    copy sat under the cap kept admitting requests and /key/info on it reported
+    that local share, while the shared counter was already over the cap.
+    """
+    shared_redis = _SharedFakeRedis()
+    replica_a = _PROXY_VirtualKeyModelMaxBudgetLimiter(dual_cache=DualCache(redis_cache=shared_redis))
+    replica_b = _PROXY_VirtualKeyModelMaxBudgetLimiter(dual_cache=DualCache(redis_cache=shared_redis))
+    key_hash = "vk-shared"
+    model_max_budget = {"gpt-4": {"budget_limit": 1.0, "time_period": "30d"}}
+    user_api_key = UserAPIKeyAuth(token=key_hash, model_max_budget=model_max_budget)
+
+    await _log_spend(replica_b, key_hash=key_hash, model_max_budget=model_max_budget, response_cost=0.25)
+    await _log_spend(replica_a, key_hash=key_hash, model_max_budget=model_max_budget, response_cost=0.5)
+    await _log_spend(replica_a, key_hash=key_hash, model_max_budget=model_max_budget, response_cost=0.5)
+
+    with pytest.raises(litellm.BudgetExceededError):
+        await replica_b.is_key_within_model_budget(user_api_key, "gpt-4")
+
+    usage_on_b = await build_model_max_budget_usage(
+        entity_type=Litellm_EntityType.KEY,
+        entity_id=key_hash,
+        model_max_budget=model_max_budget,
+        cache=replica_b.dual_cache,
+    )
+    assert usage_on_b["gpt-4"]["current_spend"] == 1.25
+
+    # Control: a replica that never served this key reads the same total.
+    replica_c = _PROXY_VirtualKeyModelMaxBudgetLimiter(dual_cache=DualCache(redis_cache=shared_redis))
+    with pytest.raises(litellm.BudgetExceededError):
+        await replica_c.is_key_within_model_budget(user_api_key, "gpt-4")
diff --git a/tests/router_unit_tests/test_router_anthropic_messages_fallback.py b/tests/router_unit_tests/test_router_anthropic_messages_fallback.py
new file mode 100644
index 00000000000..4812d199c06
--- /dev/null
+++ b/tests/router_unit_tests/test_router_anthropic_messages_fallback.py
@@ -0,0 +1,508 @@
+"""
+Unit tests for safeguard-refusal fallback on the /v1/messages router surface.
+
+An Anthropic safeguard refusal is an HTTP 200 whose body carries
+stop_reason "refusal" plus a stop_details object; the router converts it
+into a ContentPolicyViolationError so the content-policy fallback chain
+runs, but only when a matching fallback is configured. A plain refusal
+without stop_details, or any refusal with nothing configured, must reach
+the client byte-identical.
+
+The upstream is faked at the HTTP boundary by intercepting the third-party
+transport (httpx.AsyncClient.send), so requests run litellm's real
+transformation, allowlist, and streaming pipeline end to end.
+"""
+
+import json
+from typing import Any, AsyncIterator
+from unittest.mock import patch
+
+import httpx
+import pytest
+
+from litellm import Router
+from litellm.router_utils.fallback_event_handlers import (
+    PRE_ROUTING_SELECTED_MODEL_KEY,
+    record_pre_routing_selection,
+)
+
+REFUSAL_RESPONSE: dict[str, Any] = {
+    "id": "msg_refusal",
+    "type": "message",
+    "role": "assistant",
+    "model": "claude-fable-5",
+    "content": [],
+    "stop_reason": "refusal",
+    "stop_sequence": None,
+    "stop_details": {"category": "cyber", "explanation": "flagged"},
+    "usage": {"input_tokens": 25, "output_tokens": 1},
+}
+
+PLAIN_REFUSAL_RESPONSE: dict[str, Any] = {k: v for k, v in REFUSAL_RESPONSE.items() if k != "stop_details"}
+
+OK_RESPONSE: dict[str, Any] = {
+    "id": "msg_ok",
+    "type": "message",
+    "role": "assistant",
+    "model": "claude-opus-5",
+    "content": [{"type": "text", "text": "hello"}],
+    "stop_reason": "end_turn",
+    "stop_sequence": None,
+    "usage": {"input_tokens": 25, "output_tokens": 2},
+}
+
+
+def _sse(event: str, data: dict[str, Any]) -> bytes:
+    return f"event: {event}\ndata: {json.dumps(data)}\n\n".encode()
+
+
+REFUSAL_STREAM_FRAMES: tuple[bytes, ...] = (
+    _sse("message_start", {"type": "message_start", "message": {**REFUSAL_RESPONSE, "stop_reason": None}}),
+    _sse(
+        "message_delta",
+        {
+            "type": "message_delta",
+            "delta": {"stop_reason": "refusal", "stop_details": {"category": "cyber"}},
+            "usage": {"output_tokens": 1},
+        },
+    ),
+    _sse("message_stop", {"type": "message_stop"}),
+)
+
+OK_STREAM_FRAMES: tuple[bytes, ...] = (
+    _sse("message_start", {"type": "message_start", "message": {**OK_RESPONSE, "stop_reason": None}}),
+    _sse(
+        "content_block_delta",
+        {"type": "content_block_delta", "index": 0, "delta": {"type": "text_delta", "text": "hello"}},
+    ),
+    _sse("message_stop", {"type": "message_stop"}),
+)
+
+
+def _split_frames_mid_data_line(frames: tuple[bytes, ...]) -> tuple[bytes, ...]:
+    """Split each frame's data line in half, modeling a transport chunk boundary."""
+    return tuple(part for frame in frames for part in (frame[: len(frame) // 2], frame[len(frame) // 2 :]))
+
+
+class _FrameStream(httpx.AsyncByteStream):
+    def __init__(self, frames: tuple[bytes, ...]) -> None:
+        self._frames = frames
+
+    async def __aiter__(self) -> AsyncIterator[bytes]:
+        for frame in self._frames:
+            yield frame
+
+    async def aclose(self) -> None:
+        return None
+
+
+class FakeAnthropicUpstream:
+    """Intercepts the third-party transport (httpx.AsyncClient.send): refuses on fable
+    models, answers on others. The router deliberately does not forward caller-injected
+    clients, so the transport is the seam that exercises the real litellm pipeline."""
+
+    def __init__(
+        self,
+        refusal_body: dict[str, Any] = REFUSAL_RESPONSE,
+        refusal_frames: tuple[bytes, ...] = REFUSAL_STREAM_FRAMES,
+    ) -> None:
+        self.refusal_body = refusal_body
+        self.refusal_frames = refusal_frames
+        self.calls: list[str] = []
+        self.bodies: list[dict[str, Any]] = []
+
+    async def send(self, request: httpx.Request, **kwargs: Any) -> httpx.Response:
+        body = json.loads(request.content or b"{}")
+        model = body.get("model", "")
+        self.calls.append(model)
+        self.bodies.append(body)
+        refuses = "fable" in model
+        if body.get("stream"):
+            frames = self.refusal_frames if refuses else OK_STREAM_FRAMES
+            return httpx.Response(
+                200,
+                stream=_FrameStream(frames),
+                headers={"content-type": "text/event-stream"},
+                request=request,
+            )
+        return httpx.Response(200, json=self.refusal_body if refuses else OK_RESPONSE, request=request)
+
+    def install(self):
+        async def _send(_client: httpx.AsyncClient, request: httpx.Request, **kwargs: Any) -> httpx.Response:
+            return await self.send(request, **kwargs)
+
+        return patch("httpx.AsyncClient.send", new=_send)
+
+
+FABLE_TIER = {
+    "model_name": "fable-tier",
+    "litellm_params": {"model": "anthropic/claude-fable-5", "api_key": "sk-test"},
+}
+OPUS_TARGET = {
+    "model_name": "opus-target",
+    "litellm_params": {"model": "anthropic/claude-opus-5", "api_key": "sk-test"},
+}
+
+
+def _router(content_policy_fallbacks: list | None) -> Router:
+    return Router(model_list=[FABLE_TIER, OPUS_TARGET], content_policy_fallbacks=content_policy_fallbacks)
+
+
+async def _collect(stream: AsyncIterator[bytes]) -> bytes:
+    return b"".join([chunk async for chunk in stream])
+
+
+@pytest.mark.asyncio
+async def test_non_streaming_refusal_with_fallback_row_returns_fallback_response():
+    fake = FakeAnthropicUpstream()
+    router = _router(content_policy_fallbacks=[{"fable-tier": ["opus-target"]}])
+
+    with fake.install():
+        response = await router.aanthropic_messages(
+            model="fable-tier", max_tokens=16, messages=[{"role": "user", "content": "hi"}]
+        )
+
+    assert response["stop_reason"] == "end_turn"
+    assert response["id"] == "msg_ok"
+    assert len(fake.calls) == 2
+    assert "claude-opus-5" in fake.calls[1]
+
+
+@pytest.mark.asyncio
+@pytest.mark.parametrize(
+    "content_policy_fallbacks, upstream_body",
+    [
+        (None, REFUSAL_RESPONSE),
+        ([{"unrelated-group": ["opus-target"]}], REFUSAL_RESPONSE),
+        ([{"fable-tier": ["opus-target"]}], PLAIN_REFUSAL_RESPONSE),
+    ],
+    ids=["nothing-configured", "row-for-other-group", "refusal-without-stop-details"],
+)
+async def test_non_streaming_refusal_passes_through_untouched(content_policy_fallbacks, upstream_body):
+    fake = FakeAnthropicUpstream(refusal_body=upstream_body)
+    router = _router(content_policy_fallbacks=content_policy_fallbacks)
+
+    with fake.install():
+        response = await router.aanthropic_messages(
+            model="fable-tier", max_tokens=16, messages=[{"role": "user", "content": "hi"}]
+        )
+
+    assert response["stop_reason"] == "refusal"
+    assert response.get("stop_details") == upstream_body.get("stop_details")
+    assert len(fake.calls) == 1
+
+
+@pytest.mark.asyncio
+async def test_streaming_refusal_with_fallback_row_streams_fallback_frames():
+    fake = FakeAnthropicUpstream()
+    router = _router(content_policy_fallbacks=[{"fable-tier": ["opus-target"]}])
+
+    with fake.install():
+        stream = await router.aanthropic_messages(
+            model="fable-tier", max_tokens=16, stream=True, messages=[{"role": "user", "content": "hi"}]
+        )
+        body = await _collect(stream)
+
+    assert b'"refusal"' not in body
+    assert b"text_delta" in body
+    assert len(fake.calls) == 2
+
+
+@pytest.mark.asyncio
+async def test_streaming_refusal_split_across_chunks_still_falls_back():
+    fake = FakeAnthropicUpstream(refusal_frames=_split_frames_mid_data_line(REFUSAL_STREAM_FRAMES))
+    router = _router(content_policy_fallbacks=[{"fable-tier": ["opus-target"]}])
+
+    with fake.install():
+        stream = await router.aanthropic_messages(
+            model="fable-tier", max_tokens=16, stream=True, messages=[{"role": "user", "content": "hi"}]
+        )
+        body = await _collect(stream)
+
+    assert b'"refusal"' not in body
+    assert b"text_delta" in body
+    assert len(fake.calls) == 2
+
+
+@pytest.mark.asyncio
+async def test_streaming_refusal_without_fallback_row_passes_frames_through():
+    fake = FakeAnthropicUpstream()
+    router = _router(content_policy_fallbacks=None)
+
+    with fake.install():
+        stream = await router.aanthropic_messages(
+            model="fable-tier", max_tokens=16, stream=True, messages=[{"role": "user", "content": "hi"}]
+        )
+        body = await _collect(stream)
+
+    assert b'"stop_reason": "refusal"' in body
+    assert b"stop_details" in body
+    assert len(fake.calls) == 1
+
+
+@pytest.mark.asyncio
+async def test_streaming_refusal_on_routed_tier_matches_tier_keyed_row_without_inbound_metadata():
+    """The pre-routing hook's tier stamp must reach the mid-stream fallback lookup even when the
+    request carries no metadata bucket at all (the snapshot is taken before the request runs)."""
+    fake = FakeAnthropicUpstream()
+    smart_router = {
+        "model_name": "smart-router",
+        "litellm_params": {
+            "model": "auto_router/complexity_router",
+            "complexity_router_config": {
+                "tiers": {"SIMPLE": "fable-tier", "MEDIUM": "fable-tier", "COMPLEX": "fable-tier"}
+            },
+            "complexity_router_default_model": "fable-tier",
+        },
+        "model_info": {"id": "router-1", "db_model": True},
+    }
+    router = Router(
+        model_list=[FABLE_TIER, OPUS_TARGET, smart_router],
+        content_policy_fallbacks=[{"fable-tier": ["opus-target"]}],
+        ignore_invalid_deployments=True,
+    )
+
+    with fake.install():
+        stream = await router.aanthropic_messages(
+            model="smart-router", max_tokens=16, stream=True, messages=[{"role": "user", "content": "hi"}]
+        )
+        body = await _collect(stream)
+
+    assert b'"refusal"' not in body
+    assert b"text_delta" in body
+    assert len(fake.calls) == 2
+
+
+@pytest.mark.asyncio
+async def test_caller_forged_tier_stamp_cannot_pick_the_streaming_fallback_chain():
+    fake = FakeAnthropicUpstream()
+    router = _router(content_policy_fallbacks=[{"forged-tier": ["opus-target"]}])
+
+    with fake.install():
+        stream = await router.aanthropic_messages(
+            model="fable-tier",
+            max_tokens=16,
+            stream=True,
+            messages=[{"role": "user", "content": "hi"}],
+            litellm_metadata={PRE_ROUTING_SELECTED_MODEL_KEY: "forged-tier"},
+        )
+        body = await _collect(stream)
+
+    assert b'"stop_reason": "refusal"' in body
+    assert len(fake.calls) == 1
+
+
+@pytest.mark.asyncio
+async def test_tier_stamp_never_reaches_provider_bound_metadata():
+    """On /v1/messages the top-level metadata dict is Anthropic's own request field, so the
+    routed-tier stamp must never appear in any upstream body even when the client sends one."""
+    fake = FakeAnthropicUpstream()
+    smart_router = {
+        "model_name": "smart-router",
+        "litellm_params": {
+            "model": "auto_router/complexity_router",
+            "complexity_router_config": {
+                "tiers": {"SIMPLE": "fable-tier", "MEDIUM": "fable-tier", "COMPLEX": "fable-tier"}
+            },
+            "complexity_router_default_model": "fable-tier",
+        },
+        "model_info": {"id": "router-1", "db_model": True},
+    }
+    router = Router(
+        model_list=[FABLE_TIER, OPUS_TARGET, smart_router],
+        content_policy_fallbacks=[{"fable-tier": ["opus-target"]}],
+        ignore_invalid_deployments=True,
+    )
+
+    with fake.install():
+        response = await router.aanthropic_messages(
+            model="smart-router",
+            max_tokens=16,
+            messages=[{"role": "user", "content": "hi"}],
+            metadata={"user_id": "u1"},
+        )
+
+    assert response["stop_reason"] == "end_turn"
+    assert len(fake.bodies) == 2
+    for body in fake.bodies:
+        assert body.get("metadata") == {"user_id": "u1"}
+
+
+def test_record_pre_routing_selection_writes_only_the_internal_bucket():
+    """The Anthropic request's own metadata field must never carry the tier stamp."""
+    kwargs = {"metadata": {"user_id": "u1"}, "litellm_metadata": {}}
+
+    record_pre_routing_selection(kwargs, "tier-x")
+
+    assert kwargs["litellm_metadata"] == {PRE_ROUTING_SELECTED_MODEL_KEY: "tier-x"}
+    assert kwargs["metadata"] == {"user_id": "u1"}
+
+
+@pytest.mark.asyncio
+@pytest.mark.parametrize("stream", [False, True], ids=["non-streaming", "streaming"])
+async def test_generic_only_row_recovers_safeguard_refusal(stream):
+    """With no content-policy list configured, a generic fallback row covers safeguard refusals,
+    so the dashboard's generic fallbacks work without config-only content_policy rows."""
+    fake = FakeAnthropicUpstream()
+    router = Router(model_list=[FABLE_TIER, OPUS_TARGET], fallbacks=[{"fable-tier": ["opus-target"]}])
+
+    with fake.install():
+        response = await router.aanthropic_messages(
+            model="fable-tier", max_tokens=16, stream=stream, messages=[{"role": "user", "content": "hi"}]
+        )
+        body = await _collect(response) if stream else response
+
+    if stream:
+        assert b'"refusal"' not in body
+        assert b"text_delta" in body
+    else:
+        assert body["stop_reason"] == "end_turn"
+    assert len(fake.calls) == 2
+    assert "claude-opus-5" in fake.calls[1]
+
+
+@pytest.mark.asyncio
+async def test_configured_content_policy_list_stays_authoritative_over_generic_rows():
+    fake = FakeAnthropicUpstream()
+    router = Router(
+        model_list=[FABLE_TIER, OPUS_TARGET],
+        fallbacks=[{"fable-tier": ["opus-target"]}],
+        content_policy_fallbacks=[{"unrelated-group": ["opus-target"]}],
+    )
+
+    with fake.install():
+        response = await router.aanthropic_messages(
+            model="fable-tier", max_tokens=16, messages=[{"role": "user", "content": "hi"}]
+        )
+
+    assert response["stop_reason"] == "refusal"
+    assert len(fake.calls) == 1
+
+
+def test_refusal_fallback_available_arms_on_generic_rows_only_without_content_policy():
+    router = Router(model_list=[FABLE_TIER, OPUS_TARGET], fallbacks=[{"tier-group": ["opus-target"]}])
+    stamped = {"litellm_metadata": {PRE_ROUTING_SELECTED_MODEL_KEY: "tier-group"}}
+
+    assert router._refusal_fallback_available("router-group", stamped) is True
+    assert router._refusal_fallback_available("router-group", {}) is False
+    assert router._refusal_fallback_available("router-group", {"content_policy_fallbacks": [{"other": ["x"]}]}) is False
+
+
+def test_chat_content_filter_gate_unchanged_by_generic_rows():
+    """The generic-row arming is scoped to /v1/messages safeguard refusals; the chat surface's
+    content_filter gate keeps its long-standing content-policy-only semantics."""
+    from litellm.types.utils import Choices, ModelResponse
+
+    router = Router(model_list=[FABLE_TIER, OPUS_TARGET], fallbacks=[{"fable-tier": ["opus-target"]}])
+    response = ModelResponse(choices=[Choices(finish_reason="content_filter")])
+
+    assert router._should_raise_content_policy_error(model="fable-tier", response=response, kwargs={}) is False
+
+
+@pytest.mark.asyncio
+@pytest.mark.parametrize("stream", [False, True], ids=["non-streaming", "streaming"])
+async def test_disable_fallbacks_returns_the_refusal_instead_of_raising(stream):
+    """A request that opted out of fallbacks must receive the provider's refusal response,
+    never a ContentPolicyViolationError the dispatcher refuses to recover."""
+    fake = FakeAnthropicUpstream()
+    router = Router(model_list=[FABLE_TIER, OPUS_TARGET], fallbacks=[{"fable-tier": ["opus-target"]}])
+
+    with fake.install():
+        response = await router.aanthropic_messages(
+            model="fable-tier",
+            max_tokens=16,
+            stream=stream,
+            disable_fallbacks=True,
+            messages=[{"role": "user", "content": "hi"}],
+        )
+        body = await _collect(response) if stream else response
+
+    if stream:
+        assert b'"stop_reason": "refusal"' in body
+    else:
+        assert body["stop_reason"] == "refusal"
+    assert len(fake.calls) == 1
+
+
+@pytest.mark.asyncio
+async def test_disable_fallbacks_beats_a_content_policy_row_too():
+    fake = FakeAnthropicUpstream()
+    router = Router(
+        model_list=[FABLE_TIER, OPUS_TARGET],
+        content_policy_fallbacks=[{"fable-tier": ["opus-target"]}],
+    )
+
+    with fake.install():
+        response = await router.aanthropic_messages(
+            model="fable-tier",
+            max_tokens=16,
+            disable_fallbacks=True,
+            messages=[{"role": "user", "content": "hi"}],
+        )
+
+    assert response["stop_reason"] == "refusal"
+    assert len(fake.calls) == 1
+
+
+def test_refusal_gate_keys_on_pre_routing_tier_stamp():
+    router = _router(content_policy_fallbacks=[{"tier-group": ["opus-target"]}])
+
+    def anthropic_messages(**kwargs: Any) -> None:
+        return None
+
+    refusal_kwargs = {"litellm_metadata": {PRE_ROUTING_SELECTED_MODEL_KEY: "tier-group"}}
+    assert (
+        router._should_raise_anthropic_refusal_error(
+            model="router-group",
+            original_generic_function=anthropic_messages,
+            response=dict(REFUSAL_RESPONSE),
+            kwargs=refusal_kwargs,
+        )
+        is True
+    )
+    assert (
+        router._should_raise_anthropic_refusal_error(
+            model="router-group",
+            original_generic_function=anthropic_messages,
+            response=dict(REFUSAL_RESPONSE),
+            kwargs={},
+        )
+        is False
+    )
+
+
+def test_has_content_policy_fallback_default_fallbacks_arm():
+    router = Router(model_list=[OPUS_TARGET], fallbacks=[{"*": ["opus-target"]}])
+
+    assert router._has_content_policy_fallback("any-group", {}) is True
+    assert router._has_content_policy_fallback("any-group", {"content_policy_fallbacks": [{"other": ["x"]}]}) is False
+
+
+def test_get_fallback_model_group_for_lookup_groups_orders_tier_before_requested():
+    router = _router(content_policy_fallbacks=None)
+    fallbacks = [{"tier1": ["backup-a"]}, {"smart-router": ["backup-b"]}]
+
+    assert router._get_fallback_model_group_for_lookup_groups(
+        fallbacks=fallbacks, lookup_groups=("tier1", "smart-router")
+    ) == ["backup-a"]
+    assert router._get_fallback_model_group_for_lookup_groups(
+        fallbacks=fallbacks, lookup_groups=("tier9", "smart-router")
+    ) == ["backup-b"]
+    assert router._get_fallback_model_group_for_lookup_groups(fallbacks=fallbacks, lookup_groups=()) is None
+
+
+def test_refusal_gate_ignores_other_generic_call_types():
+    router = _router(content_policy_fallbacks=[{"fable-tier": ["opus-target"]}])
+
+    def aresponses(**kwargs: Any) -> None:
+        return None
+
+    assert (
+        router._should_raise_anthropic_refusal_error(
+            model="fable-tier",
+            original_generic_function=aresponses,
+            response=dict(REFUSAL_RESPONSE),
+            kwargs={},
+        )
+        is False
+    )
diff --git a/tests/router_unit_tests/test_router_embedding_integration.py b/tests/router_unit_tests/test_router_embedding_integration.py
index 75dacbaf08e..e10ba0f0962 100644
--- a/tests/router_unit_tests/test_router_embedding_integration.py
+++ b/tests/router_unit_tests/test_router_embedding_integration.py
@@ -5,17 +5,219 @@ These tests simulate real-world scenarios where headers and configuration
 need to be properly propagated through the router to the LLM API.
 """
 
-from unittest.mock import MagicMock, patch, AsyncMock
+import json
+from unittest.mock import AsyncMock, MagicMock, patch
 
+import httpx
 import pytest
+import respx
 
-
+import litellm
 from litellm import Router
+from litellm.llms.base_llm.vector_store.transformation import (
+    LiteLLMVectorStoreEmbeddingExecutor,
+    RouterVectorStoreEmbeddingExecutor,
+)
+
+QUERY_VECTOR = [0.5, -0.25, 0.125]
+OPENAI_EMBEDDINGS_URL = "https://api.openai.com/v1/embeddings"
+STORE_EMBEDDINGS_URL = "https://embedding.example/v1/embeddings"
+
+
+def _mock_embedding_route(respx_mock: respx.MockRouter, url: str) -> respx.Route:
+    return respx_mock.post(url).mock(
+        return_value=httpx.Response(
+            200,
+            json={
+                "object": "list",
+                "data": [{"object": "embedding", "index": 0, "embedding": QUERY_VECTOR}],
+                "model": "text-embedding-3-small",
+                "usage": {"prompt_tokens": 2, "total_tokens": 2},
+            },
+        )
+    )
+
+
+def _sent(route: respx.Route, index: int) -> tuple[str, str, list[str]]:
+    request = route.calls[index].request
+    body = json.loads(request.read())
+    return request.headers["authorization"], body["model"], body["input"]
+
+
+def _alias_router() -> Router:
+    return Router(
+        model_list=[
+            {
+                "model_name": "team-alias",
+                "litellm_params": {
+                    "model": "openai/text-embedding-3-small",
+                    "api_key": "deployment-key",
+                },
+            }
+        ]
+    )
 
 
 class TestRouterEmbeddingIntegration:
     """Integration tests for embedding with router configuration."""
 
+    def test_vector_store_request_metadata_prefers_litellm_metadata(self):
+        assert Router._vector_store_request_metadata(
+            {
+                "litellm_metadata": {"user_api_key_team_id": "team-a"},
+                "metadata": {"user_api_key_team_id": "team-b"},
+            }
+        ) == {"user_api_key_team_id": "team-a"}
+
+        assert Router._vector_store_request_metadata({"metadata": {"user_api_key_team_id": "team-b"}}) == {
+            "user_api_key_team_id": "team-b"
+        }
+        assert Router._vector_store_request_metadata({}) == {}
+
+    def test_sync_vector_store_wrapper_injects_router_embedding_executor(self):
+        router = Router(model_list=[])
+        original = MagicMock(return_value="searched")
+        wrapped = router.factory_function(original, call_type="vector_store_search")
+
+        assert (
+            wrapped(
+                vector_store_id="store",
+                query="query",
+                custom_llm_provider="valkey",
+                metadata={"user_api_key_team_id": "team-a"},
+            )
+            == "searched"
+        )
+
+        call_kwargs = original.call_args.kwargs
+        assert call_kwargs["custom_llm_provider"] == "valkey"
+        executor = call_kwargs["_direct_vector_store_embedding_executor"]
+        assert isinstance(executor, RouterVectorStoreEmbeddingExecutor)
+        assert executor.metadata == {"user_api_key_team_id": "team-a"}
+
+    def test_sync_vector_store_wrapper_preserves_model_routing(self):
+        router = Router(model_list=[])
+        original = MagicMock()
+        wrapped = router.factory_function(original, call_type="vector_store_search")
+
+        with patch.object(router, "_generic_api_call_with_fallbacks", return_value="routed") as fallback:
+            assert wrapped(model="vector-alias", vector_store_id="store", query="query") == "routed"
+
+        assert fallback.call_args.kwargs["model"] == "vector-alias"
+        assert fallback.call_args.kwargs["original_function"] is original
+        assert isinstance(
+            fallback.call_args.kwargs["_direct_vector_store_embedding_executor"],
+            RouterVectorStoreEmbeddingExecutor,
+        )
+
+    @pytest.mark.asyncio
+    async def test_vector_store_embedding_executors_cover_sdk_and_router_paths(
+        self, respx_mock: respx.MockRouter, monkeypatch: pytest.MonkeyPatch
+    ):
+        monkeypatch.setattr(litellm, "disable_aiohttp_transport", True)
+        monkeypatch.delenv("OPENAI_API_KEY", raising=False)
+        openai_route = _mock_embedding_route(respx_mock, OPENAI_EMBEDDINGS_URL)
+        store_route = _mock_embedding_route(respx_mock, STORE_EMBEDDINGS_URL)
+        sdk_executor = LiteLLMVectorStoreEmbeddingExecutor()
+
+        sync_response = sdk_executor.embed("openai/text-embedding-3-small", "sync", {"api_key": "explicit"})
+        async_response = await sdk_executor.aembed("openai/text-embedding-3-small", "async", {"api_key": "explicit"})
+
+        assert sync_response.data[0]["embedding"] == QUERY_VECTOR
+        assert async_response.data[0]["embedding"] == QUERY_VECTOR
+        assert _sent(openai_route, 0) == ("Bearer explicit", "text-embedding-3-small", ["sync"])
+        assert _sent(openai_route, 1) == ("Bearer explicit", "text-embedding-3-small", ["async"])
+
+        explicit_config = {
+            "api_base": "https://embedding.example/v1",
+            "api_key": "store-key",
+            "metadata": {
+                "configured": True,
+                "user_api_key_team_id": "untrusted-team",
+            },
+            "model": "untrusted-model",
+        }
+        mock_router = MagicMock()
+        mock_router.embedding.return_value = sync_response
+        router_executor = RouterVectorStoreEmbeddingExecutor(
+            router=mock_router,
+            metadata={"user_api_key_team_id": "team-a"},
+        )
+        assert router_executor.embed("team-alias", "query", explicit_config) is sync_response
+        mock_router.embedding.assert_called_once_with(
+            model="team-alias",
+            input=["query"],
+            api_base="https://embedding.example/v1",
+            api_key="store-key",
+            metadata={"configured": True, "user_api_key_team_id": "team-a"},
+        )
+
+        alias_executor = RouterVectorStoreEmbeddingExecutor(
+            router=_alias_router(),
+            metadata={"user_api_key_team_id": "team-a"},
+        )
+        sync_alias = alias_executor.embed("team-alias", "sync query", explicit_config)
+        async_alias = await alias_executor.aembed("team-alias", "async query", explicit_config)
+
+        assert sync_alias.data[0]["embedding"] == QUERY_VECTOR
+        assert async_alias.data[0]["embedding"] == QUERY_VECTOR
+        assert openai_route.call_count == 2
+        assert _sent(store_route, 0) == ("Bearer store-key", "text-embedding-3-small", ["sync query"])
+        assert _sent(store_route, 1) == ("Bearer store-key", "text-embedding-3-small", ["async query"])
+
+    @pytest.mark.asyncio
+    async def test_router_executor_falls_back_to_sdk_for_models_the_router_does_not_serve(
+        self, respx_mock: respx.MockRouter, monkeypatch: pytest.MonkeyPatch
+    ):
+        monkeypatch.setattr(litellm, "disable_aiohttp_transport", True)
+        monkeypatch.delenv("OPENAI_API_KEY", raising=False)
+        store_route = _mock_embedding_route(respx_mock, STORE_EMBEDDINGS_URL)
+        executor = RouterVectorStoreEmbeddingExecutor(
+            router=_alias_router(),
+            metadata={"user_api_key_team_id": "team-a"},
+        )
+        inline_config = {"api_base": "https://embedding.example/v1", "api_key": "store-key"}
+
+        sync_response = executor.embed("openai/text-embedding-3-large", "sync query", inline_config)
+        async_response = await executor.aembed("openai/text-embedding-3-large", "async query", inline_config)
+
+        assert sync_response.data[0]["embedding"] == QUERY_VECTOR
+        assert async_response.data[0]["embedding"] == QUERY_VECTOR
+        assert _sent(store_route, 0) == ("Bearer store-key", "text-embedding-3-large", ["sync query"])
+        assert _sent(store_route, 1) == ("Bearer store-key", "text-embedding-3-large", ["async query"])
+
+    @pytest.mark.asyncio
+    async def test_router_executor_embeds_unserved_models_through_the_sdk(
+        self, respx_mock: respx.MockRouter, monkeypatch: pytest.MonkeyPatch
+    ):
+        monkeypatch.setattr(litellm, "disable_aiohttp_transport", True)
+        monkeypatch.setenv("OPENAI_API_KEY", "env-key")
+        openai_route = _mock_embedding_route(respx_mock, OPENAI_EMBEDDINGS_URL)
+        executor = RouterVectorStoreEmbeddingExecutor(
+            router=_alias_router(),
+            metadata={"user_api_key_team_id": "team-a"},
+        )
+
+        sync_response = executor.embed("text-embedding-3-large", "sync query", {})
+        async_response = await executor.aembed("text-embedding-3-large", "async query", {})
+
+        assert sync_response.data[0]["embedding"] == QUERY_VECTOR
+        assert async_response.data[0]["embedding"] == QUERY_VECTOR
+        assert _sent(openai_route, 0) == ("Bearer env-key", "text-embedding-3-large", ["sync query"])
+        assert _sent(openai_route, 1) == ("Bearer env-key", "text-embedding-3-large", ["async query"])
+
+    def test_router_executor_routes_deployment_model_names_through_the_router(
+        self, respx_mock: respx.MockRouter, monkeypatch: pytest.MonkeyPatch
+    ):
+        monkeypatch.delenv("OPENAI_API_KEY", raising=False)
+        openai_route = _mock_embedding_route(respx_mock, OPENAI_EMBEDDINGS_URL)
+        executor = RouterVectorStoreEmbeddingExecutor(router=_alias_router(), metadata={})
+
+        response = executor.embed("openai/text-embedding-3-small", "query", {})
+
+        assert response.data[0]["embedding"] == QUERY_VECTOR
+        assert _sent(openai_route, 0) == ("Bearer deployment-key", "text-embedding-3-small", ["query"])
+
     def test_embedding_with_deployment_specific_headers(self):
         """
         Test that deployment-specific headers are propagated.
@@ -122,9 +324,7 @@ class TestRouterEmbeddingIntegration:
 
         router = Router(
             model_list=model_list,
-            default_litellm_params={
-                "metadata": {"environment": "test", "service": "embedding-service"}
-            },
+            default_litellm_params={"metadata": {"environment": "test", "service": "embedding-service"}},
         )
 
         with patch("litellm.embedding") as mock_embedding:
@@ -240,9 +440,7 @@ class TestRouterEmbeddingIntegration:
         # Make multiple calls and verify headers are always present
         for i in range(5):
             with patch("litellm.embedding") as mock_embedding:
-                mock_embedding.return_value = MagicMock(
-                    data=[{"embedding": [0.1, 0.2]}]
-                )
+                mock_embedding.return_value = MagicMock(data=[{"embedding": [0.1, 0.2]}])
 
                 router.embedding(model="shared-embedding-model", input=[f"test {i}"])
 
@@ -327,9 +525,7 @@ class TestRouterEmbeddingIntegration:
 
         router = Router(
             model_list=model_list,
-            default_litellm_params={
-                "headers": {"X-Custom-Azure-Header": "azure-value"}
-            },
+            default_litellm_params={"headers": {"X-Custom-Azure-Header": "azure-value"}},
         )
 
         with patch("litellm.embedding") as mock_embedding:
diff --git a/tests/router_unit_tests/test_router_endpoints.py b/tests/router_unit_tests/test_router_endpoints.py
index d37af5b456a..a06aaa363ad 100644
--- a/tests/router_unit_tests/test_router_endpoints.py
+++ b/tests/router_unit_tests/test_router_endpoints.py
@@ -1324,6 +1324,98 @@ async def test_init_containers_api_endpoints_managed_id_without_model_id_applies
     assert call_kw["custom_llm_provider"] == "azure"
 
 
+@pytest.mark.asyncio
+async def test_init_containers_api_endpoints_create_with_model_uses_deployment_credentials(monkeypatch):
+    """
+    ``POST /v1/containers`` carries no container ID, so a ``model`` in the request
+    body is the only way to pick a deployment. The upstream call must receive that
+    deployment's ``api_key``/``api_base`` instead of falling back to the global
+    ``OPENAI_API_KEY`` (which may be unset on the proxy).
+    """
+    monkeypatch.delenv("OPENAI_API_KEY", raising=False)
+    router = Router(
+        model_list=[
+            {
+                "model_name": "gpt-5.4",
+                "litellm_params": {
+                    "model": "openai/gpt-5.4",
+                    "api_key": "sk-model-list-key",
+                    "api_base": "https://custom.openai.example/v1",
+                },
+            }
+        ]
+    )
+    mock_original_function = AsyncMock(return_value={"id": "cntr_test", "name": "Test Container"})
+
+    await router._init_containers_api_endpoints(
+        original_function=mock_original_function,
+        custom_llm_provider="openai",
+        name="Test Container",
+        model="gpt-5.4",
+    )
+
+    mock_original_function.assert_called_once()
+    call_kw = mock_original_function.call_args.kwargs
+    assert call_kw["api_key"] == "sk-model-list-key"
+    assert call_kw["api_base"] == "https://custom.openai.example/v1"
+    assert call_kw["model"] == "openai/gpt-5.4"
+    assert call_kw["name"] == "Test Container"
+
+
+@pytest.mark.asyncio
+async def test_init_containers_api_endpoints_create_without_model_calls_directly():
+    """
+    Without ``model`` (or with ``model=None`` as the proxy forwards it), create/list
+    must keep calling the handler directly with global provider credentials.
+    """
+    router = Router(model_list=[])
+    router._ageneric_api_call_with_fallbacks = AsyncMock()
+    mock_original_function = AsyncMock(return_value={"id": "cntr_test"})
+
+    await router._init_containers_api_endpoints(
+        original_function=mock_original_function,
+        custom_llm_provider="openai",
+        name="Test Container",
+        model=None,
+    )
+
+    router._ageneric_api_call_with_fallbacks.assert_not_called()
+    mock_original_function.assert_called_once_with(custom_llm_provider="openai", name="Test Container", model=None)
+
+
+@pytest.mark.asyncio
+async def test_init_containers_api_endpoints_create_with_unknown_model_passes_through(monkeypatch):
+    """
+    A ``model`` that names no configured deployment must not turn into a 400. The call
+    falls through to the handler with the caller's model and no injected deployment
+    credentials, matching the behaviour before model-based routing existed.
+    """
+    monkeypatch.delenv("OPENAI_API_KEY", raising=False)
+    router = Router(
+        model_list=[
+            {
+                "model_name": "gpt-5.4",
+                "litellm_params": {"model": "openai/gpt-5.4", "api_key": "sk-model-list-key"},
+            }
+        ]
+    )
+    mock_original_function = AsyncMock(return_value={"id": "cntr_test"})
+
+    await router._init_containers_api_endpoints(
+        original_function=mock_original_function,
+        custom_llm_provider="openai",
+        name="Test Container",
+        model="does-not-exist",
+    )
+
+    mock_original_function.assert_called_once()
+    call_kw = mock_original_function.call_args.kwargs
+    assert call_kw["model"] == "does-not-exist"
+    assert call_kw["name"] == "Test Container"
+    assert "api_key" not in call_kw
+    assert "api_base" not in call_kw
+
+
 def test_router_model_group_encrypted_content_affinity_callback_registration():
     from litellm.router_utils.pre_call_checks.deployment_affinity_check import (
         DeploymentAffinityCheck,
diff --git a/tests/router_unit_tests/test_router_helper_utils.py b/tests/router_unit_tests/test_router_helper_utils.py
index dcd2e9edf7b..7dbac243d55 100644
--- a/tests/router_unit_tests/test_router_helper_utils.py
+++ b/tests/router_unit_tests/test_router_helper_utils.py
@@ -2294,6 +2294,7 @@ def search_tools():
                 "search_provider": "perplexity",
                 "api_key": "test-api-key",
                 "api_base": "https://api.perplexity.ai",
+                "mode": "turbo",
             },
         },
         {
@@ -2302,6 +2303,7 @@ def search_tools():
                 "search_provider": "perplexity",
                 "api_key": "test-api-key-2",
                 "api_base": "https://api.perplexity.ai",
+                "mode": "turbo",
             },
         },
     ]
@@ -2393,6 +2395,7 @@ async def test_asearch_with_fallbacks_helper(search_tools):
         assert "search_provider" in kwargs
         assert kwargs["search_provider"] == "perplexity"
         assert "api_key" in kwargs
+        assert kwargs["mode"] == "turbo"
         assert kwargs["query"] == "helper test query"
         return mock_response
 
diff --git a/tests/rust-python-harness/AGENTS.md b/tests/rust-python-harness/AGENTS.md
new file mode 100644
index 00000000000..e9b17027ddc
--- /dev/null
+++ b/tests/rust-python-harness/AGENTS.md
@@ -0,0 +1,44 @@
+# Expected Structure
+
+```text
+tests/rust-python-harness/
+├── __main__.py
+│
+├── strategies/
+│   ├── e2e_parity/
+│   │   ├── runner.py
+│   │   ├── sdk/
+│   │   │   ├── ocr/
+│   │   │   ├── messages/
+│   │   │   ├── chat_completions/
+│   │   │   └── responses/
+│   │   └── gateway/
+│   │
+│   ├── trace_parity/
+│   │   ├── runner.py
+│   │   ├── sdk/
+│   │   └── gateway/
+│   │
+│   └── unit_tests/
+│       ├── runner.py
+│       ├── mapping_validator.py
+│       ├── python_runner.py
+│       └── rust_runner.py
+│
+└── shared/
+    ├── parity/
+    ├── tracing/
+    └── reporting/
+```
+
+- Run locally only; no CI integration
+- `__main__.py` selects strategies and combines their reports; each strategy also runs independently
+- `e2e_parity/` compares SDK objects, exceptions, callbacks, and streams, or gateway HTTP responses
+- `trace_parity/` compares mapped operations, call counts, and required execution ordering
+- E2E and trace runners share orchestration across `sdk/` and `gateway/`; surface-specific execution lives in those folders
+- `unit_tests/runner.py` combines mapping validation, Python test runs, and native Rust test runs
+- `mapping_validator.py` matches Python/Rust tests by agreed names or annotations and reports missing or ambiguous counterparts
+- `python_runner.py` runs existing Python tests with Rust disabled and enabled in separate processes, verifies backend selection, and compares results
+- `rust_runner.py` runs Cargo tests; native Rust unit tests stay beside their implementation
+- `shared/` contains reusable parity, tracing, and reporting machinery
+- Keep fixtures with their owning API and existing Python tests in their current locations
diff --git a/tests/rust-python-harness/README.md b/tests/rust-python-harness/README.md
new file mode 100644
index 00000000000..77df4a24dd3
--- /dev/null
+++ b/tests/rust-python-harness/README.md
@@ -0,0 +1,105 @@
+# Rust/Python migration harness
+
+This local harness follows [the agreed structure](AGENTS.md). The root command selects strategies and combines their reports. Each strategy has an independent entry point
+
+```text
+strategies/
+  e2e_parity/runner.py
+    sdk/ocr/fixtures/
+    sdk/messages/
+    sdk/chat_completions/
+    sdk/responses/
+    gateway/
+  existing_e2e_test_sdk/runner.py
+  trace_parity/runner.py
+    sdk/
+    gateway/
+  unit_tests/
+    runner.py
+    mapping_validator.py
+    python_runner.py
+    rust_runner.py
+shared/
+  parity/
+  tracing/
+  reporting/
+```
+
+## Run locally
+
+```bash
+uv run python -m tests.rust-python-harness --list
+uv run python -m tests.rust-python-harness --function ocr --plain
+uv run python -m tests.rust-python-harness --strategy e2e_parity --surface sdk --function ocr --plain
+uv run python -m tests.rust-python-harness.strategies.e2e_parity.runner --function ocr --plain
+uv run python -m tests.rust-python-harness.strategies.trace_parity.runner --plain
+uv run python -m tests.rust-python-harness.strategies.unit_tests.runner --plain
+uv run python -m tests.rust-python-harness.strategies.existing_e2e_test_sdk.runner --function transcription --plain
+```
+
+Use `--interactive` for strategy and function selection, `--pytest-arg=-x` to stop pytest on its first failure, and `--coverage` to write Python coverage under `target/rust-python-harness/`. The harness enables pytest namespace-package discovery only for its own invocations
+
+This harness has no CI execution. A configured test that fails or disappears makes the command fail. An unconfigured strategy cell remains planned and contributes no passing evidence. Interruptions and collection errors stop execution; ordinary test failures remain in the combined report while later strategies run
+
+## Strategy responsibilities
+
+E2E parity compares SDK objects, exceptions, callbacks, streams, and provider requests. Gateway tests compare HTTP responses. Both surfaces use the same strategy runner and keep execution details and fixtures in their own folders. OCR has recorded sync/async SDK coverage; the existing Messages and Responses bridge checks remain partial
+
+Trace parity compares operation names through an explicit Python/Rust mapping, call counts, and required completion-before-start ordering with `shared/tracing/compare.py`. Surface tests supply captured operation intervals. No production trace instrumentation or trace case is configured yet
+
+Unit testing combines test mapping validation, separate Python processes with Rust disabled and enabled, backend verification, result comparison, and native Cargo tests. Native tests stay beside their Rust implementation. Existing Python tests stay at their original paths. No complete Python/native unit mapping is configured yet, so these cells remain planned
+
+The existing E2E SDK strategy retains the live provider tests configured upstream. It runs OCR, Chat Completions, and Transcription checks from their existing paths and reports them separately from parity tests. These tests require provider credentials
+
+## Configure cases
+
+Each strategy has a `strategy.json`. Its `functions` object defines SDK cases for OCR, Messages, Responses, Count Tokens, Chat Completions, and Transcription. E2E and trace manifests also accept a `gateway` object keyed by API name. A case has `coverage`, `selectors`, and an optional `note`
+
+```json
+{
+  "coverage": "partial",
+  "selectors": ["tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/test_sdk_parity.py"]
+}
+```
+
+Selectors use pytest file or node syntax. A selector ending in `/` includes tests recursively from that directory
+
+Use `planned` with no selectors until an executable contract exists, `partial` for incomplete coverage, `complete` for the full contract, and `not_applicable` when a strategy does not apply. The dashboard shows passing evidence separately from coverage completeness and LOC coverage
+
+Unit cases use `unit_suite` instead of `selectors`, pointing to a repository-relative JSON file with this shape:
+
+```json
+{
+  "python_selectors": ["tests/test_api.py::test_decode"],
+  "cargo_manifest": "litellm-rust/Cargo.toml",
+  "cargo_package": "litellm-core",
+  "cargo_filter": "ocr::",
+  "backend": {
+    "environment_variable": "LITELLM_USE_RUST_OCR",
+    "probe": "tests.rust-python-harness.strategies.unit_tests.python_runner:ocr_backend"
+  },
+  "mappings": [{"python": "tests/test_api.py::test_decode", "rust": "ocr::test_decode"}]
+}
+```
+
+Names match automatically when the collected Python and Rust test names agree. Explicit `mappings` handle different names, class names, and parametrized cases. Missing or ambiguous counterparts fail validation in either direction. The Cargo filter must select the same behavior as the Python selectors
+
+The backend probe returns `python` or `rust` and runs at startup and before every test call, after fixtures have run. The OCR probe verifies the dispatch flag and native extension availability. Surface tests must also assert that calls reach their intended implementation to catch per-call fallback. Python outcomes must agree, and failed runs remain failures even if both backends fail identically
+
+## OCR fixtures
+
+Fixtures, provider configuration, input strategies, and recording commands live in [the OCR package](strategies/e2e_parity/sdk/ocr/fixtures/README.md). Record with provider credentials:
+
+```bash
+uv run python -m tests.rust-python-harness.strategies.e2e_parity.sdk.ocr.fixtures.record --examples 1000
+```
+
+`LITELLM_OCR_FIXTURE_DIR` and `--fixture-dir` override the default directory. Shared recording, replay, comparison, streaming, and cassette persistence live in `shared/parity/`
+
+Run the harness's own checks locally:
+
+```bash
+uv run pytest -o consider_namespace_packages=true tests/rust-python-harness/shared tests/rust-python-harness/strategies/unit_tests tests/test_rust_python_harness.py -q
+```
+
+Existing OCR parity gaps remain visible: invalid-model provider errors differ, Reducto lacks a native contract, and the expanded Azure corpus exposes duplicate Content-Type headers. Moving the harness does not change provider responses or weaken assertions
diff --git a/tests/rust-python-harness/__init__.py b/tests/rust-python-harness/__init__.py
new file mode 100644
index 00000000000..70362674d2b
--- /dev/null
+++ b/tests/rust-python-harness/__init__.py
@@ -0,0 +1,5 @@
+"""Interactive Rust/Python SDK parity test harness."""
+
+from .catalog import load_catalog
+
+__all__ = ["load_catalog"]
diff --git a/tests/rust-python-harness/__main__.py b/tests/rust-python-harness/__main__.py
new file mode 100644
index 00000000000..bfdcd0c1158
--- /dev/null
+++ b/tests/rust-python-harness/__main__.py
@@ -0,0 +1,4 @@
+from .cli import main
+
+if __name__ == "__main__":
+    raise SystemExit(main())
diff --git a/tests/rust-python-harness/catalog.py b/tests/rust-python-harness/catalog.py
new file mode 100644
index 00000000000..f40fd5fc6b0
--- /dev/null
+++ b/tests/rust-python-harness/catalog.py
@@ -0,0 +1,75 @@
+from __future__ import annotations
+
+import json
+from pathlib import Path
+from typing import Final
+
+from pydantic import BaseModel, ConfigDict, ValidationError
+
+from .shared.reporting.models import Coverage, HarnessCase, SDK_FUNCTIONS, Strategy
+
+STRATEGIES_ROOT: Final = Path(__file__).parent / "strategies"
+
+
+class CaseSpec(BaseModel):
+    model_config = ConfigDict(frozen=True, extra="forbid")
+
+    coverage: Coverage
+    selectors: tuple[str, ...] = ()
+    note: str = ""
+    unit_suite: str | None = None
+
+
+class StrategySpec(BaseModel):
+    model_config = ConfigDict(frozen=True, extra="forbid")
+
+    order: int
+    id: str
+    label: str
+    description: str
+    functions: dict[str, CaseSpec]
+    gateway: dict[str, CaseSpec] = {}
+
+
+def _load_strategy(source: Path) -> Strategy:
+    data: Final = StrategySpec.model_validate_json(source.read_text(encoding="utf-8"))
+    if set(data.functions) != set(SDK_FUNCTIONS):
+        raise ValueError(f"{source}: functions must exactly match {SDK_FUNCTIONS}")
+    cases: Final = tuple(
+        HarnessCase(
+            strategy_id=data.id,
+            strategy_label=data.label,
+            sdk_function=name,
+            coverage=case.coverage,
+            selectors=case.selectors,
+            note=case.note,
+            surface=surface,
+            unit_suite=case.unit_suite,
+        )
+        for surface, functions in (("sdk", data.functions), ("gateway", data.gateway))
+        for name in (SDK_FUNCTIONS if surface == "sdk" else functions)
+        for case in (functions[name],)
+    )
+    for case in cases:
+        if case.coverage in {Coverage.PLANNED, Coverage.NOT_APPLICABLE} and (case.selectors or case.unit_suite):
+            raise ValueError(f"{source}: {case.coverage.value} case {case.key} cannot configure tests")
+        if any(not selector.strip() for selector in case.selectors):
+            raise ValueError(f"{source}: empty selector in {case.key}")
+        if data.id == "unit_tests" and case.selectors:
+            raise ValueError(f"{source}: unit_tests must configure unit_suite instead of pytest selectors")
+        if data.id != "unit_tests" and case.unit_suite:
+            raise ValueError(f"{source}: unit_suite is only valid for unit_tests")
+    return Strategy(data.order, data.id, data.label, data.description, source.parent, cases)
+
+
+def load_catalog(root: Path = STRATEGIES_ROOT) -> tuple[Strategy, ...]:
+    sources: Final = tuple(sorted(root.glob("*/strategy.json")))
+    if not sources:
+        raise ValueError(f"No strategy manifests found below {root}")
+    try:
+        strategies: Final = tuple(sorted((_load_strategy(source) for source in sources), key=lambda item: item.order))
+    except (ValidationError, json.JSONDecodeError) as error:
+        raise ValueError(str(error)) from error
+    if len({strategy.id for strategy in strategies}) != len(strategies):
+        raise ValueError(f"Duplicate strategy id in {root}")
+    return strategies
diff --git a/tests/rust-python-harness/cli.py b/tests/rust-python-harness/cli.py
new file mode 100644
index 00000000000..d266a12ce92
--- /dev/null
+++ b/tests/rust-python-harness/cli.py
@@ -0,0 +1,245 @@
+from __future__ import annotations
+
+import argparse
+import importlib.util
+from collections.abc import Sequence
+from pathlib import Path
+
+from .catalog import load_catalog
+from .shared.reporting.models import SDK_FUNCTIONS, HarnessCase, Strategy
+from .shared.reporting.orchestration import StrategyRunner, run_strategies
+from .shared.reporting.ui import make_dashboard
+from .strategies.e2e_parity.runner import run as run_e2e
+from .strategies.existing_e2e_test_sdk.runner import run as run_existing
+from .strategies.trace_parity.runner import run as run_trace
+from .strategies.unit_tests.mapping_validator import FunctionReport, build_function_report
+from .strategies.unit_tests.runner import run as run_units
+
+REPO_ROOT = Path(__file__).resolve().parents[2]
+COVERAGE_ROOT = REPO_ROOT / "target" / "rust-python-harness"
+
+
+def _parser() -> argparse.ArgumentParser:
+    parser = argparse.ArgumentParser(
+        prog="rust-python-harness",
+        description="Run Rust/Python parity tests with a live strategy-by-SDK-function dashboard.",
+    )
+    parser.add_argument(
+        "-i",
+        "--interactive",
+        action="store_true",
+        help="pick strategies and SDK functions in a guided terminal menu",
+    )
+    parser.add_argument(
+        "--list", action="store_true", help="show the catalog without running tests"
+    )
+    parser.add_argument(
+        "--strategy",
+        action="append",
+        default=[],
+        metavar="ID",
+        help="run only this strategy",
+    )
+    parser.add_argument(
+        "--function",
+        action="append",
+        default=[],
+        dest="sdk_functions",
+        choices=SDK_FUNCTIONS,
+        help="run only this SDK function",
+    )
+    parser.add_argument("--surface", choices=("sdk", "gateway"), help="run only this API surface")
+    parser.add_argument(
+        "--validate-ledger",
+        action="store_true",
+        help=(
+            "report Python<->Rust test-parity ledger gaps and drift instead of "
+            "running the dashboard; narrow with --function"
+        ),
+    )
+    parser.add_argument(
+        "--plain",
+        action="store_true",
+        help="disable the interactive terminal dashboard",
+    )
+    parser.add_argument(
+        "--coverage",
+        action="store_true",
+        help="write Python reference LOC reports (HTML, JSON, and XML)",
+    )
+    parser.add_argument(
+        "--pytest-arg",
+        action="append",
+        default=[],
+        metavar="ARG",
+        help="append an argument to pytest (repeatable, for example --pytest-arg=-x)",
+    )
+    return parser
+
+
+def _coverage_pytest_args(output_root: Path = COVERAGE_ROOT) -> tuple[str, ...]:
+    output_root.mkdir(parents=True, exist_ok=True)
+    return (
+        "--cov=litellm",
+        "--cov-context=test",
+        f"--cov-report=json:{output_root / 'python.json'}",
+        f"--cov-report=xml:{output_root / 'python.xml'}",
+        f"--cov-report=html:{output_root / 'python-html'}",
+    )
+
+
+def _pick_values(
+    title: str, options: Sequence[tuple[str, str]], input_fn=input
+) -> set[str]:
+    print(f"\n{title} (Enter = all)")
+    for index, (value, label) in enumerate(options, start=1):
+        print(f"  {index:>2}. {label}  [{value}]")
+    while True:
+        answer = input_fn("Choose numbers, comma-separated: ").strip()
+        if not answer:
+            return set()
+        try:
+            indexes = {int(part.strip()) for part in answer.split(",")}
+        except ValueError:
+            print("Please enter numbers separated by commas.")
+            continue
+        if indexes and all(1 <= index <= len(options) for index in indexes):
+            return {options[index - 1][0] for index in indexes}
+        print(f"Choose values from 1 to {len(options)}.")
+
+
+def _interactive_filters(strategies: Sequence[Strategy]) -> tuple[set[str], set[str]]:
+    strategy_ids = _pick_values(
+        "Testing strategies", [(strategy.id, strategy.label) for strategy in strategies]
+    )
+    sdk_functions = _pick_values(
+        "SDK functions",
+        [(name, name) for name in SDK_FUNCTIONS],
+    )
+    return strategy_ids, sdk_functions
+
+
+def _select(
+    strategies: Sequence[Strategy], strategy_ids: set[str], sdk_functions: set[str]
+) -> tuple[HarnessCase, ...]:
+    known_ids = {strategy.id for strategy in strategies}
+    unknown = strategy_ids - known_ids
+    if unknown:
+        raise ValueError(f"Unknown strategy: {', '.join(sorted(unknown))}")
+    return tuple(
+        case
+        for strategy in strategies
+        if not strategy_ids or strategy.id in strategy_ids
+        for case in strategy.cases
+        if not sdk_functions or case.sdk_function in sdk_functions
+    )
+
+
+def _print_catalog(strategies: Sequence[Strategy]) -> None:
+    for strategy in strategies:
+        print(f"{strategy.id:20} {strategy.label}")
+        for case in strategy.cases:
+            selectors = (
+                ", ".join(case.selectors) if case.selectors else case.unit_suite or "no test configured"
+            )
+            print(f"  {case.surface}/{case.sdk_function:12} {case.coverage.value:14} {selectors}")
+
+
+def _print_function_report(report: FunctionReport) -> None:
+    print(f"\n{report.sdk_function}")
+    if report.ledger is None or report.audit is None:
+        print("  no ledger yet")
+        return
+    ledger, audit = report.ledger, report.audit
+    print(
+        f"  {ledger.mapped_count}/{ledger.total_count} python tests mapped to rust "
+        f"({ledger.percentage}%)"
+    )
+    print(f"  {len(ledger.rust_only_tests)} rust-only tests with no python counterpart")
+    if audit.is_clean:
+        print("  ledger is in sync with the live test files")
+        return
+    for label, items in (
+        ("ledger references a python test that no longer exists", audit.missing_python_tests),
+        ("python test exists but is not tracked in the ledger", audit.stale_python_tests),
+        ("ledger references a rust test that no longer exists", audit.missing_rust_tests),
+        ("rust test exists but is not tracked in the ledger", audit.stale_rust_tests),
+    ):
+        for item in items:
+            print(f"  {label}: {item}")
+
+
+def _validate_ledger(sdk_functions: set[str]) -> int:
+    functions = sdk_functions or set(SDK_FUNCTIONS)
+    reports = tuple(build_function_report(function) for function in sorted(functions))
+    for report in reports:
+        _print_function_report(report)
+    return 0 if all(report.is_clean for report in reports) else 1
+
+
+def _resolve_runner(strategy_id: str) -> StrategyRunner:
+    match strategy_id:
+        case "e2e_parity":
+            return run_e2e
+        case "trace_parity":
+            return run_trace
+        case "unit_tests":
+            return run_units
+        case "existing_e2e_test_sdk":
+            return run_existing
+        case _:
+            raise ValueError(f"Unknown strategy: {strategy_id}")
+
+
+def main(argv: Sequence[str] | None = None, *, strategy_id: str | None = None) -> int:
+    args = _parser().parse_args(argv)
+    if args.coverage and importlib.util.find_spec("pytest_cov") is None:
+        _parser().error(
+            "--coverage requires the project's pytest-cov dependency; run with "
+            "`poetry run python -m tests.rust-python-harness --coverage`"
+        )
+    if args.validate_ledger:
+        return _validate_ledger(set(args.sdk_functions))
+    catalog = load_catalog()
+    strategies = tuple(strategy for strategy in catalog if strategy_id is None or strategy.id == strategy_id)
+    if args.list:
+        _print_catalog(strategies)
+        return 0
+
+    strategy_ids = set(args.strategy)
+    sdk_functions = set(args.sdk_functions)
+    if args.interactive:
+        picked_strategies, picked_functions = _interactive_filters(strategies)
+        strategy_ids = strategy_ids or picked_strategies
+        sdk_functions = sdk_functions or picked_functions
+
+    try:
+        selected = _select(strategies, strategy_ids, sdk_functions)
+        cases = tuple(case for case in selected if args.surface is None or case.surface == args.surface)
+    except ValueError as exc:
+        _parser().error(str(exc))
+    selected_strategy_ids = {case.strategy_id for case in cases}
+    visible_strategies = tuple(
+        strategy for strategy in strategies if strategy.id in selected_strategy_ids
+    )
+    dashboard = make_dashboard(
+        visible_strategies,
+        plain=args.plain,
+        confidence_strategies=strategies,
+    )
+    pytest_args = [*args.pytest_arg]
+    if args.coverage:
+        pytest_args.extend(_coverage_pytest_args())
+    with dashboard:
+        exit_code, run = run_strategies(
+            cases=cases,
+            repo_root=REPO_ROOT,
+            on_update=dashboard.update,
+            pytest_args=pytest_args,
+            resolve_runner=_resolve_runner,
+        )
+        dashboard.finish(run, exit_code)
+    if args.coverage and (COVERAGE_ROOT / "python.json").exists():
+        print(f"Python LOC heatmap: {COVERAGE_ROOT / 'python-html' / 'index.html'}")
+        print(f"Machine-readable coverage: {COVERAGE_ROOT / 'python.json'}")
+    return exit_code
diff --git a/tests/rust-python-harness/shared/__init__.py b/tests/rust-python-harness/shared/__init__.py
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/tests/rust-python-harness/shared/parity/README.md b/tests/rust-python-harness/shared/parity/README.md
new file mode 100644
index 00000000000..468dc531a99
--- /dev/null
+++ b/tests/rust-python-harness/shared/parity/README.md
@@ -0,0 +1,91 @@
+# Implementation parity testing through the SDK interface
+
+> Given the same SDK call and identical provider behavior, do two implementations expose the same SDK contract?
+
+## What the harness compares
+
+- A fixture contains a LiteLLM SDK input and a recorded upstream provider response
+- The same LiteLLM input is transformed by isolated baseline and candidate implementations
+- The resulting provider requests must match in method, path, headers, and body, excluding runtime-specific HTTP metadata
+- The recorded provider response is then replayed unchanged to both workers
+- The harness compares the values returned through the Python SDK interface
+- Non-streaming responses are compared directly, including their concrete return type and public model fields
+- Streaming responses are consumed and compared chunk by chunk, including wrapper type, chunk type and order, termination, and public exception behavior
+- Failed SDK calls are compared by exception class, stable message, status, code, model, provider, and parameter fields
+- Traceback paths and line numbers are excluded because they are runtime-specific
+- Route-specific comparators and chunk normalizers handle differences in each public SDK contract
+
+## Process isolation
+
+- SDK object and stream parity runs both implementations sequentially in the same process so tests can retain returned objects
+- Every test saves and restores the original bridge state
+- A small subprocess smoke test verifies environment-based startup configuration and detects fallback to the Python HTTP implementation
+
+## Streaming execution
+
+The invocation callback passed to `run_in_process` must consume the stream before returning its `StreamOutcome`.
+Use `consume_sync_stream` inside that callback, or await `consume_async_stream` inside the callback passed to
+`run_in_process_async`. Provider requests are collected only after the callback completes. Streaming is explicit:
+an iterable return value alone does not select stream consumption
+
+The consumers retain the wrapper type, iteration capabilities, chunk types and order, and any partial output before
+an error. Errors retain their creation or iteration phase and the full public `SDKError` fields, with traceback text
+removed. `capture_sync_stream` and `capture_async_stream` consume through the same helpers and then serialize the
+outcome for subprocess reports. A serialization failure raises as a harness failure rather than becoming an SDK error
+
+Response models and stream chunks share a recursive comparator. It compares concrete model, container, and scalar
+types, public fields and extras, and exact values while ignoring Pydantic private attributes at every nesting level.
+An API may supply an explicit chunk normalizer for its public contract
+
+Shared tests exercise a local SSE provider through recording, VCR cassette storage, replay, and typed event comparison
+in sync and async modes. They cover fragmented events, split UTF-8 characters, CRLF framing, coalesced events, and
+application errors within a normally completed HTTP stream. HTTP byte boundaries and decoded SDK event boundaries
+are checked separately
+
+OCR remains the only integrated LiteLLM route. These tests validate shared streaming machinery, not another route's
+SDK parity. Connection interruption, early cancellation, and lifecycle timeout enforcement remain outside this coverage
+
+## Hypothesis and property-based testing
+
+- Hypothesis is a Python library for property-based testing
+- Example-based tests use inputs selected by the test author
+- Property-based tests define strategies for valid inputs and properties that must hold for every generated example
+- Hypothesis generates combinations from those strategies and normally shrinks a failing example to a smaller reproducible case
+- In this harness, Hypothesis is used only during fixture generation to expand the LiteLLM input corpus
+- Each API owns the strategies that vary its supported inputs
+- Fixture generation is deterministic, and each generated input is recorded with the raw provider response it received
+- The parity tests use committed fixtures and do not call the provider or generate new Hypothesis examples
+- Provider responses are replayed unchanged, so the parity test does not fuzz or validate provider behavior
+- Because Hypothesis does not run the parity assertion directly, parity failures are not automatically shrunk
+
+## API-owned fixtures
+
+The shared package owns recording, replay, persistence, execution, comparison, and route-neutral media constructors.
+Each API package owns its input models, explicit strategies, provider targets, route-specific assets, fixture directory,
+and regeneration command. See the API package documentation for its configured contracts and recording command
+
+## VCR cassettes
+
+Fixtures use VCR's YAML `version: 1` format with ordered request/response `interactions`. VCR handles text and binary
+body serialization. Each cassette also contains `recorded_at`, `ttl_seconds: 0` (committed fixtures never expire), and
+`x-litellm` metadata holding the SDK input and request provenance. Streaming responses carry
+`x-litellm-chunk-lengths` so local replay preserves the original byte boundaries
+
+The recording server captures requests before forwarding their responses. Saved requests use the stable
+`http://parity-provider.invalid` origin and strip authentication headers and credential query parameters. The upstream
+request keeps its credentials. Provider response bytes and non-success statuses are preserved
+
+Standard VCR can load these files and replay their interactions. Parity tests keep using the local HTTP server because
+Rust HTTP calls do not pass through VCR's Python patches. The harness still compares the two implementations' requests
+against each other; the saved request is available for inspection and VCR playback, not a new parity assertion
+
+Refresh parity cassettes through the API's recording command. Generic VCR writers do not preserve the SDK metadata
+
+Legacy JSON fixtures remain readable. Migrated cassettes mark reconstructed requests as `python_replay`; fresh
+recordings use `recorded`. The metadata extensions follow the filesystem cassette layout proposed in
+[PR #39338](https://github.com/BerriAI/litellm/pull/39338), without depending on its unmerged persistence backend
+
+## References
+
+- [Hypothesis documentation](https://hypothesis.readthedocs.io/en/latest/)
+- [Hypothesis documentation source](https://github.com/HypothesisWorks/hypothesis/tree/master/hypothesis/docs)
diff --git a/tests/rust-python-harness/shared/parity/__init__.py b/tests/rust-python-harness/shared/parity/__init__.py
new file mode 100644
index 00000000000..f18197acd2a
--- /dev/null
+++ b/tests/rust-python-harness/shared/parity/__init__.py
@@ -0,0 +1,3 @@
+import pytest
+
+pytest.register_assert_rewrite("tests.rust-python-harness.shared.parity.compare")
diff --git a/tests/rust-python-harness/shared/parity/compare.py b/tests/rust-python-harness/shared/parity/compare.py
new file mode 100644
index 00000000000..adf85e5c8d7
--- /dev/null
+++ b/tests/rust-python-harness/shared/parity/compare.py
@@ -0,0 +1,80 @@
+from __future__ import annotations
+
+from collections.abc import Mapping, Sequence
+from typing import Final, cast
+
+from pydantic import BaseModel
+
+from .models import CapturedRequest, Execution
+
+
+def validate_harness(baseline: Execution, candidate: Execution, baseline_user_agent: str) -> None:
+    for request in baseline.requests:
+        if request.user_agent != baseline_user_agent:
+            raise AssertionError(
+                f"baseline provider request did not carry sentinel user-agent {baseline_user_agent!r}: "
+                f"{request.user_agent!r}"
+            )
+    for request in candidate.requests:
+        if request.user_agent == baseline_user_agent:
+            raise AssertionError("candidate route fell back to the baseline HTTP implementation")
+
+
+def _request_after_transformation(request: CapturedRequest) -> CapturedRequest:
+    return request.model_copy(update={"user_agent": None})
+
+
+def assert_request_parity(baseline: tuple[CapturedRequest, ...], candidate: tuple[CapturedRequest, ...]) -> None:
+    baseline_requests: Final = tuple(_request_after_transformation(request) for request in baseline)
+    candidate_requests: Final = tuple(_request_after_transformation(request) for request in candidate)
+    assert_value_parity(baseline_requests, candidate_requests)
+
+
+def _public_model_values(model: BaseModel) -> dict[str, object]:
+    fields: Final = (*type(model).model_fields, *type(model).model_computed_fields)
+    extras: Final = cast(Mapping[str, object], model.model_extra or {})
+    return {
+        **{name: cast(object, getattr(model, name)) for name in fields if not name.startswith("_")},
+        **{name: value for name, value in extras.items() if not name.startswith("_")},
+    }
+
+
+def assert_model_parity(baseline: BaseModel, candidate: BaseModel) -> None:
+    assert_value_parity(baseline, candidate)
+
+
+def assert_value_parity(baseline: object, candidate: object, *, path: str = "$") -> None:
+    assert type(baseline) is type(candidate), f"type mismatch at {path}: {type(baseline)} != {type(candidate)}"
+    if isinstance(baseline, BaseModel) and isinstance(candidate, BaseModel):
+        assert_value_parity(_public_model_values(baseline), _public_model_values(candidate), path=path)
+        return
+    if isinstance(baseline, Mapping) and isinstance(candidate, Mapping):
+        baseline_mapping: Final = cast(Mapping[object, object], baseline)
+        candidate_mapping: Final = cast(Mapping[object, object], candidate)
+        assert frozenset((type(key), key) for key in baseline_mapping) == frozenset(
+            (type(key), key) for key in candidate_mapping
+        ), f"mapping keys differ at {path}"
+        for key in baseline_mapping:
+            assert_value_parity(baseline_mapping[key], candidate_mapping[key], path=f"{path}.{key}")
+        return
+    if (
+        isinstance(baseline, Sequence)
+        and not isinstance(baseline, (str, bytes))
+        and isinstance(candidate, Sequence)
+        and not isinstance(candidate, (str, bytes))
+    ):
+        baseline_sequence: Final = cast(Sequence[object], baseline)
+        candidate_sequence: Final = cast(Sequence[object], candidate)
+        assert len(baseline_sequence) == len(candidate_sequence), f"sequence lengths differ at {path}"
+        for index, (baseline_item, candidate_item) in enumerate(
+            zip(baseline_sequence, candidate_sequence, strict=True)
+        ):
+            assert_value_parity(baseline_item, candidate_item, path=f"{path}[{index}]")
+        return
+    assert baseline == candidate, f"value mismatch at {path}: {baseline!r} != {candidate!r}"
+
+
+def assert_parity(baseline: Execution, candidate: Execution, baseline_user_agent: str) -> None:
+    validate_harness(baseline, candidate, baseline_user_agent)
+    assert_request_parity(baseline.requests, candidate.requests)
+    assert_value_parity(baseline.report, candidate.report)
diff --git a/tests/rust-python-harness/shared/parity/fixture_models.py b/tests/rust-python-harness/shared/parity/fixture_models.py
new file mode 100644
index 00000000000..64023061330
--- /dev/null
+++ b/tests/rust-python-harness/shared/parity/fixture_models.py
@@ -0,0 +1,64 @@
+from __future__ import annotations
+
+from collections.abc import Mapping
+from typing import ClassVar, Final, Generic, Literal, TypeVar, cast
+
+from pydantic import BaseModel, ConfigDict, Field, JsonValue, model_validator
+
+from .recorded_http import RecordedResponse
+
+JsonObject = dict[str, JsonValue]
+
+
+class FixtureModel(BaseModel):
+    model_config = ConfigDict(frozen=True, extra="forbid", populate_by_name=True, serialize_by_alias=True)
+
+
+class SdkInputBase(FixtureModel):
+    fixture_only_fields: ClassVar[tuple[str, ...]] = ()
+
+    def as_sdk_kwargs(self) -> dict[str, object]:
+        return cast(
+            dict[str, object],
+            self.model_dump(
+                mode="python",
+                exclude_unset=True,
+                exclude=set(self.fixture_only_fields),
+            ),
+        )
+
+    def canonical_input(self) -> dict[str, object]:
+        dumped: Final = cast(dict[str, object], self.model_dump(mode="json", exclude_unset=True))
+        fixture_fields: Final = {field: getattr(self, field) for field in self.fixture_only_fields}
+        return {**fixture_fields, **dumped}
+
+
+class JsonSchemaDefinition(FixtureModel):
+    name: str
+    description: str | None = None
+    schema_definition: JsonObject = Field(alias="schema")
+    strict: bool = False
+
+
+class JsonSchemaResponseFormat(FixtureModel):
+    type: Literal["json_schema"]
+    json_schema: JsonSchemaDefinition
+
+
+InputT = TypeVar("InputT", bound=SdkInputBase)
+
+
+class ParityCase(FixtureModel, Generic[InputT]):
+    litellm_input: InputT
+    provider_responses: tuple[RecordedResponse, ...]
+
+    @model_validator(mode="before")
+    @classmethod
+    def load_legacy_single_response(cls, value: object) -> object:
+        if not isinstance(value, Mapping):
+            return value
+        migrated: Final = dict(cast(Mapping[str, object], value))
+        provider_response: Final = migrated.pop("provider_response", None)
+        if "provider_responses" not in migrated and provider_response is not None:
+            migrated["provider_responses"] = (provider_response,)
+        return migrated
diff --git a/tests/rust-python-harness/shared/parity/fixtures/__init__.py b/tests/rust-python-harness/shared/parity/fixtures/__init__.py
new file mode 100644
index 00000000000..9d48db4f9f8
--- /dev/null
+++ b/tests/rust-python-harness/shared/parity/fixtures/__init__.py
@@ -0,0 +1 @@
+from __future__ import annotations
diff --git a/tests/rust-python-harness/shared/parity/fixtures/cassette.py b/tests/rust-python-harness/shared/parity/fixtures/cassette.py
new file mode 100644
index 00000000000..03a5fc9f416
--- /dev/null
+++ b/tests/rust-python-harness/shared/parity/fixtures/cassette.py
@@ -0,0 +1,147 @@
+from __future__ import annotations
+
+from collections.abc import Mapping
+from datetime import datetime
+from itertools import accumulate
+from typing import Final, Literal
+
+from pydantic import AwareDatetime, BaseModel, ConfigDict, Field, TypeAdapter
+from vcr.serialize import serialize
+from vcr.serializers import yamlserializer
+
+from .recording import RecordedInteraction
+from ..recorded_http import (
+    HttpHeader,
+    RecordedHttpResponse,
+    RecordedHttpStreamResponse,
+    RecordedResponse,
+    RecordedStreamChunk,
+)
+
+_OBJECT: Final = TypeAdapter(dict[str, object])
+
+
+class _CassetteModel(BaseModel):
+    model_config = ConfigDict(frozen=True, extra="forbid", populate_by_name=True)
+
+
+class _Body(_CassetteModel):
+    string: str | bytes
+
+    def as_bytes(self) -> bytes:
+        return self.string.encode("utf-8") if isinstance(self.string, str) else self.string
+
+
+class _Status(_CassetteModel):
+    code: int
+    message: str
+
+
+class _Request(_CassetteModel):
+    method: str
+    uri: str
+    body: str | bytes | None
+    headers: dict[str, tuple[str, ...]]
+
+
+class _Response(_CassetteModel):
+    status: _Status
+    headers: dict[str, tuple[str, ...]]
+    body: _Body
+    chunk_lengths: tuple[int, ...] | None = Field(default=None, alias="x-litellm-chunk-lengths")
+
+    def recorded_response(self) -> RecordedResponse:
+        headers: Final = tuple(
+            HttpHeader(name=name, value=value) for name, values in self.headers.items() for value in values
+        )
+        body: Final = self.body.as_bytes()
+        if self.chunk_lengths is None:
+            return RecordedHttpResponse.from_bytes(self.status.code, headers, body)
+        if any(length < 0 for length in self.chunk_lengths) or sum(self.chunk_lengths) != len(body):
+            raise ValueError("cassette stream chunk lengths do not match the response body")
+        offsets: Final = tuple(accumulate(self.chunk_lengths, initial=0))
+        return RecordedHttpStreamResponse(
+            kind="http_stream",
+            status_code=self.status.code,
+            headers=headers,
+            chunks=tuple(RecordedStreamChunk.from_bytes(body[start:end]) for start, end in zip(offsets, offsets[1:])),
+        )
+
+
+class _Interaction(_CassetteModel):
+    request: _Request
+    response: _Response
+
+
+class _ParityMetadata(_CassetteModel):
+    schema_version: Literal[1]
+    request_source: Literal["recorded", "python_replay"]
+    case: dict[str, object]
+
+
+class ParityCassette(_CassetteModel):
+    version: Literal[1]
+    recorded_at: AwareDatetime
+    ttl_seconds: Literal[0]
+    interactions: tuple[_Interaction, ...]
+    parity: _ParityMetadata = Field(alias="x-litellm")
+
+    def case_data(self) -> dict[str, object]:
+        return {
+            **self.parity.case,
+            "provider_responses": tuple(item.response.recorded_response() for item in self.interactions),
+        }
+
+
+def _response_dict(response: RecordedResponse) -> dict[str, object]:
+    headers: Final = {
+        name: [header.value for header in response.headers if header.name == name]
+        for name in dict.fromkeys(header.name for header in response.headers)
+    }
+    chunks: Final = (
+        tuple(chunk.data_bytes() for chunk in response.chunks)
+        if isinstance(response, RecordedHttpStreamResponse)
+        else None
+    )
+    body: Final = response.body_bytes() if isinstance(response, RecordedHttpResponse) else b"".join(chunks or ())
+    return {
+        "status": {"code": response.status_code, "message": ""},
+        "headers": headers,
+        "body": {"string": body},
+        **({"x-litellm-chunk-lengths": list(map(len, chunks))} if chunks is not None else {}),
+    }
+
+
+def serialize_cassette(
+    case: Mapping[str, object],
+    interactions: tuple[RecordedInteraction, ...],
+    recorded_at: datetime,
+    request_source: Literal["recorded", "python_replay"],
+) -> str:
+    normalized: Final = _OBJECT.validate_python(
+        yamlserializer.deserialize(
+            serialize(
+                {
+                    "requests": [item.request for item in interactions],
+                    "responses": [_response_dict(item.response) for item in interactions],
+                },
+                yamlserializer,
+            )
+        )
+    )
+    payload: Final = {
+        **normalized,
+        "recorded_at": recorded_at.isoformat(),
+        "ttl_seconds": 0,
+        "x-litellm": {
+            "schema_version": 1,
+            "request_source": request_source,
+            "case": {key: value for key, value in case.items() if key != "provider_responses"},
+        },
+    }
+    ParityCassette.model_validate(payload).case_data()
+    return str(yamlserializer.serialize(payload))
+
+
+def deserialize_cassette(contents: str) -> ParityCassette:
+    return ParityCassette.model_validate(yamlserializer.deserialize(contents))
diff --git a/tests/rust-python-harness/shared/parity/fixtures/cli.py b/tests/rust-python-harness/shared/parity/fixtures/cli.py
new file mode 100644
index 00000000000..149dc5c0297
--- /dev/null
+++ b/tests/rust-python-harness/shared/parity/fixtures/cli.py
@@ -0,0 +1,34 @@
+from __future__ import annotations
+
+import argparse
+from collections.abc import Sequence
+from dataclasses import dataclass
+from pathlib import Path
+from typing import Final, cast
+
+
+@dataclass(frozen=True, slots=True)
+class RecordingArgs:
+    concurrency: int
+    examples: int
+    fixture_dir: Path | None
+
+
+def _positive_int(value: str) -> int:
+    parsed: Final = int(value)
+    if parsed < 1:
+        raise argparse.ArgumentTypeError("must be at least 1")
+    return parsed
+
+
+def parse_recording_args(argv: Sequence[str] | None = None) -> RecordingArgs:
+    parser: Final = argparse.ArgumentParser()
+    parser.add_argument("--concurrency", type=_positive_int, default=2)
+    parser.add_argument("--examples", type=_positive_int, default=4)
+    parser.add_argument("--fixture-dir", type=Path)
+    namespace: Final = parser.parse_args(argv)
+    return RecordingArgs(
+        concurrency=cast(int, namespace.concurrency),
+        examples=cast(int, namespace.examples),
+        fixture_dir=cast(Path | None, namespace.fixture_dir),
+    )
diff --git a/tests/rust-python-harness/shared/parity/fixtures/inputs.py b/tests/rust-python-harness/shared/parity/fixtures/inputs.py
new file mode 100644
index 00000000000..bbca19d0104
--- /dev/null
+++ b/tests/rust-python-harness/shared/parity/fixtures/inputs.py
@@ -0,0 +1,22 @@
+from __future__ import annotations
+
+import queue
+from typing import Final, TypeVar
+
+from hypothesis import given, settings
+from hypothesis.strategies import SearchStrategy
+
+InputT = TypeVar("InputT")
+
+
+def generate_case_inputs(strategy: SearchStrategy[InputT], examples: int) -> tuple[InputT, ...]:
+    generated: Final[queue.SimpleQueue[InputT | None]] = queue.SimpleQueue()
+
+    @settings(max_examples=examples, deadline=None, derandomize=True)
+    @given(case_input=strategy)
+    def generate_case(case_input: InputT) -> None:
+        generated.put(case_input)
+
+    generate_case()
+    generated.put(None)
+    return tuple(iter(generated.get, None))
diff --git a/tests/rust-python-harness/shared/parity/fixtures/media.py b/tests/rust-python-harness/shared/parity/fixtures/media.py
new file mode 100644
index 00000000000..d1ea2901f5d
--- /dev/null
+++ b/tests/rust-python-harness/shared/parity/fixtures/media.py
@@ -0,0 +1,225 @@
+from __future__ import annotations
+
+import base64
+from functools import cache
+from io import BytesIO
+from typing import Final
+from urllib.parse import quote
+
+from PIL import Image, ImageDraw
+from reportlab.graphics.barcode import code128  # pyright: ignore[reportMissingTypeStubs]  # ReportLab has no stubs
+from reportlab.lib import colors  # pyright: ignore[reportMissingTypeStubs]  # ReportLab has no stubs
+from reportlab.lib.pagesizes import letter  # pyright: ignore[reportMissingTypeStubs]  # ReportLab has no stubs
+from reportlab.lib.utils import ImageReader  # pyright: ignore[reportMissingTypeStubs]  # ReportLab has no stubs
+from reportlab.pdfgen import canvas  # pyright: ignore[reportMissingTypeStubs]  # ReportLab has no stubs
+
+
+def dummy_image_url(text: str, font_size: int, width: int = 800, height: int = 300) -> str:
+    return f"https://dummyjson.com/image/{width}x{height}/ffffff/000000?text={quote(text)}&fontSize={font_size}"
+
+
+_GLYPHS: Final = {
+    "D": ("11110", "10001", "10001", "10001", "10001", "10001", "11110"),
+    "O": ("01110", "10001", "10001", "10001", "10001", "10001", "01110"),
+    "C": ("01111", "10000", "10000", "10000", "10000", "10000", "01111"),
+    "1": ("00100", "01100", "00100", "00100", "00100", "00100", "01110"),
+    "2": ("01110", "10001", "00001", "00010", "00100", "01000", "11111"),
+    "3": ("11110", "00001", "00001", "01110", "00001", "00001", "11110"),
+}
+
+
+@cache
+def structured_image_bytes() -> bytes:
+    image: Final = Image.new("RGB", (320, 80), "white")
+    draw: Final = ImageDraw.Draw(image)
+    scale: Final = 8
+    cursor_x = 24
+    for character in "DOC 123":
+        if character == " ":
+            cursor_x += scale * 3
+            continue
+        for glyph_y, row in enumerate(_GLYPHS[character]):
+            for glyph_x, filled in enumerate(row):
+                if filled == "1":
+                    x = cursor_x + glyph_x * scale
+                    y = 12 + glyph_y * scale
+                    draw.rectangle((x, y, x + scale - 1, y + scale - 1), fill="black")
+        cursor_x += scale * 6
+    output: Final = BytesIO()
+    image.save(output, format="PNG")
+    return output.getvalue()
+
+
+@cache
+def structured_image_data_uri() -> str:
+    encoded: Final = base64.b64encode(structured_image_bytes()).decode("ascii")
+    return f"data:image/png;base64,{encoded}"
+
+
+def _draw_header(pdf: canvas.Canvas, title: str, page_number: int) -> None:
+    pdf.setFillColor(colors.black)
+    pdf.setFont("Helvetica", 11)
+    pdf.drawString(45, 770, "Quarterly Operations Report")
+    pdf.setFont("Helvetica-Bold", 16)
+    pdf.drawString(45, 745, title)
+    pdf.setFont("Helvetica", 9)
+    pdf.drawString(45, 30, f"Confidential | Page {page_number} of 5")
+
+
+def _draw_body(pdf: canvas.Canvas, page_number: int) -> None:
+    pdf.setFont("Helvetica", 10)
+    for line_number in range(1, 9):
+        pdf.drawString(
+            45,
+            500 - (line_number * 28),
+            f"Section {page_number}.{line_number}: Invoice totals, regional revenue, and reconciliation notes.",
+        )
+
+
+def _diagram_image(width: int, height: int, accent: tuple[int, int, int]) -> Image.Image:
+    image: Final = Image.new("RGB", (width, height), (242, 246, 252))
+    draw: Final = ImageDraw.Draw(image)
+    for coordinate in range(0, max(width, height), 40):
+        draw.line((coordinate, 0, coordinate, height), fill=(32, 32, 32), width=3)
+        draw.line((0, coordinate, width, coordinate), fill=(32, 32, 32), width=3)
+    draw.line((0, 0, width, height), fill=accent, width=8)
+    draw.line((width, 0, 0, height), fill=accent, width=8)
+    draw.rectangle((width // 4, height // 4, width * 3 // 4, height * 3 // 4), outline=accent, width=6)
+    return image
+
+
+def _draw_embedded_images(pdf: canvas.Canvas) -> None:
+    images: Final = (
+        (_diagram_image(320, 320, (51, 115, 217)), 455, 655, 70, 70),
+        (_diagram_image(360, 320, (38, 151, 92)), 455, 565, 70, 62),
+        (_diagram_image(120, 120, (219, 68, 55)), 455, 500, 45, 45),
+    )
+    for image, x, y, width, height in images:
+        pdf.drawImage(  # pyright: ignore[reportUnknownMemberType]  # ReportLab has no stubs
+            ImageReader(image), x, y, width=width, height=height, mask="auto"
+        )
+
+
+def _draw_table_page(pdf: canvas.Canvas) -> None:
+    columns: Final = (45, 245, 405, 565)
+    tables: Final = (
+        (
+            (730, 695, 660, 625),
+            (
+                ("Item", "Quantity", "Amount", 707),
+                ("Document analysis", "2", "120.00", 672),
+                ("Document verification", "1", "80.00", 637),
+            ),
+        ),
+        (
+            (600, 565, 530, 495),
+            (
+                ("Item continued", "Quantity", "Amount", 577),
+                ("Fixture validation", "3", "45.00", 542),
+                ("Provider review", "1", "25.00", 507),
+            ),
+        ),
+    )
+    for rows, values in tables:
+        for x in columns:
+            pdf.line(x, rows[-1], x, rows[0])
+        for y in rows:
+            pdf.line(45, y, 565, y)
+        for item, quantity, amount, y in values:
+            pdf.drawString(55, y, item)
+            pdf.drawString(255, y, quantity)
+            pdf.drawString(415, y, amount)
+
+
+def _draw_chart_page(pdf: canvas.Canvas) -> None:
+    bars: Final = ((70, 70), (170, 115), (270, 90), (370, 130))
+    pdf.setFillColor(colors.HexColor("#3373D9"))
+    for x, height in bars:
+        pdf.rect(x, 610, 65, height, fill=1, stroke=0)
+    pdf.setFillColor(colors.black)
+    for quarter, x in zip(("Q1", "Q2", "Q3", "Q4"), (90, 190, 290, 390), strict=True):
+        pdf.drawString(x, 590, quarter)
+    pdf.drawString(45, 550, "Formula: gross margin = (revenue - cost) / revenue")
+    _draw_embedded_images(pdf)
+
+
+def _draw_metadata_page(pdf: canvas.Canvas) -> None:
+    pdf.setFont("Helvetica", 12)
+    pdf.drawString(45, 700, "Invoice Number: INV-2048")
+    pdf.drawString(45, 675, "Purchase Order: PO-4096")
+    pdf.setFillColor(colors.HexColor("#F2E65A"))
+    pdf.rect(40, 555, 500, 24, fill=1, stroke=0)
+    pdf.setFillColor(colors.black)
+    pdf.drawString(45, 560, "Highlighted total requiring review")
+    pdf.drawString(45, 530, "Reviewer comment: verify the highlighted total before approval")
+    pdf.setFillColor(colors.red)
+    pdf.drawString(45, 495, "Revised total: 245.00")
+    pdf.line(45, 501, 150, 501)
+    pdf.setFillColor(colors.black)
+    pdf.linkURL(  # pyright: ignore[reportUnknownMemberType]  # ReportLab has no stubs
+        "https://example.com/invoices/INV-2048", (45, 575, 300, 590), relative=0
+    )
+    pdf.highlightAnnotation(  # pyright: ignore[reportUnknownMemberType]  # ReportLab has no stubs
+        "Total highlighted for review",
+        Rect=(40, 555, 540, 579),
+        QuadPoints=(40, 579, 540, 579, 40, 555, 540, 555),
+    )
+    pdf.textAnnotation(  # pyright: ignore[reportUnknownMemberType]  # ReportLab has no stubs
+        "Verify the highlighted total", Rect=(520, 525, 540, 545)
+    )
+    pdf.drawString(45, 575, "https://example.com/invoices/INV-2048")
+    barcode: Final = code128.Code128("5901234123457", barHeight=70, barWidth=1.2)
+    barcode.drawOn(pdf, 90, 130)
+
+
+def _draw_signature_page(pdf: canvas.Canvas) -> None:
+    pdf.saveState()
+    pdf.setFillColor(colors.lightgrey)
+    pdf.setFont("Helvetica-Bold", 54)
+    pdf.translate(110, 390)
+    pdf.rotate(25)
+    pdf.drawString(0, 0, "DRAFT")
+    pdf.restoreState()
+    pdf.setFillColor(colors.black)
+    pdf.setFont("Helvetica", 12)
+    pdf.drawString(45, 635, "Approved by: Jordan Lee")
+    pdf.line(45, 610, 310, 610)
+    pdf.bezier(55, 595, 75, 625, 112, 602, 155, 600)
+    pdf.drawString(45, 580, "Signature")
+
+
+def _draw_appendix_page(pdf: canvas.Canvas) -> None:
+    pdf.setFont("Helvetica-Bold", 14)
+    pdf.drawString(45, 700, "1. Scope")
+    pdf.drawString(45, 650, "2. Findings")
+    pdf.drawString(45, 600, "3. Recommendations")
+
+
+@cache
+def structured_pdf_bytes() -> bytes:
+    output: Final = BytesIO()
+    pdf: Final = canvas.Canvas(output, pagesize=letter, pageCompression=0, invariant=1)
+    pdf.setTitle("Quarterly Operations Report")
+    pdf.setAuthor("LiteLLM parity fixture generator")
+    pdf.setSubject("Semantic document coverage for tables, figures, annotations, and metadata")
+    pdf.setKeywords("document, invoice, table, figure, annotation")
+    pages: Final = (
+        ("Invoice Summary and Line Items", _draw_table_page),
+        ("Revenue Chart and Formula Review", _draw_chart_page),
+        ("Key Values, Link, Highlight, and Comment", _draw_metadata_page),
+        ("Approval Signature and Watermark", _draw_signature_page),
+        ("Appendix with Section Boundaries", _draw_appendix_page),
+    )
+    for page_number, (title, draw_page) in enumerate(pages, start=1):
+        _draw_header(pdf, title, page_number)
+        draw_page(pdf)
+        _draw_body(pdf, page_number)
+        pdf.showPage()
+    pdf.save()
+    return output.getvalue()
+
+
+@cache
+def structured_pdf_data_uri() -> str:
+    encoded: Final = base64.b64encode(structured_pdf_bytes()).decode("ascii")
+    return f"data:application/pdf;base64,{encoded}"
diff --git a/tests/rust-python-harness/shared/parity/fixtures/pipeline.py b/tests/rust-python-harness/shared/parity/fixtures/pipeline.py
new file mode 100644
index 00000000000..ab5c3437c2a
--- /dev/null
+++ b/tests/rust-python-harness/shared/parity/fixtures/pipeline.py
@@ -0,0 +1,201 @@
+from __future__ import annotations
+
+import logging
+from concurrent.futures import Future, ThreadPoolExecutor, as_completed
+from dataclasses import dataclass, field
+from pathlib import Path
+from types import MappingProxyType
+from typing import Final, Generic, Literal, Protocol, TypeVar
+
+from hypothesis.strategies import SearchStrategy
+from pydantic import BaseModel
+
+from .inputs import generate_case_inputs
+from .recording import UpstreamEndpoint, record_upstream_interactions
+from .store import (
+    FixtureInput,
+    canonical_json,
+    fixture_cache_key,
+    fixture_id,
+    fixture_path,
+    load_fixture,
+    save_fixture,
+)
+
+LOGGER: Final = logging.getLogger(__name__)
+InputT = TypeVar("InputT", bound=FixtureInput)
+InputT_contra = TypeVar("InputT_contra", bound=FixtureInput, contravariant=True)
+CaseT = TypeVar("CaseT", bound=BaseModel)
+
+
+class RecordingInvocation(Protocol[InputT_contra]):
+    def execute(self, provider_url: str, case_input: InputT_contra) -> None: ...
+
+
+@dataclass(frozen=True, slots=True)
+class RecordingTarget(Generic[InputT]):
+    name: str
+    upstream: UpstreamEndpoint
+    strategy: SearchStrategy[InputT]
+    invocation: RecordingInvocation[InputT] = field(repr=False)
+    required_inputs: tuple[InputT, ...] = ()
+
+
+@dataclass(frozen=True, slots=True)
+class RecordingJob(Generic[InputT]):
+    target_name: str
+    directory: Path
+    upstream: UpstreamEndpoint
+    case_input: InputT
+    invocation: RecordingInvocation[InputT] = field(repr=False)
+
+    @property
+    def case_id(self) -> str:
+        return fixture_id(self.case_input, self.target_name)
+
+
+@dataclass(frozen=True, slots=True)
+class RecordedFixture:
+    target_name: str
+    case_id: str
+    path: Path
+    kind: Literal["recorded"] = field(default="recorded", init=False)
+
+
+@dataclass(frozen=True, slots=True)
+class CachedFixture:
+    target_name: str
+    case_id: str
+    path: Path
+    kind: Literal["cached"] = field(default="cached", init=False)
+
+
+@dataclass(frozen=True, slots=True)
+class FailedFixture:
+    target_name: str
+    case_id: str
+    error: Exception = field(repr=False)
+    kind: Literal["failed"] = field(default="failed", init=False)
+
+
+RecordingOutcome = RecordedFixture | CachedFixture | FailedFixture
+
+
+@dataclass(frozen=True, slots=True)
+class RecordingSummary:
+    recorded: tuple[RecordedFixture, ...]
+    cached: tuple[CachedFixture, ...]
+    failed: tuple[FailedFixture, ...]
+
+    @property
+    def exit_code(self) -> int:
+        return 1 if self.failed else 0
+
+
+def _unique_inputs(target: RecordingTarget[InputT], examples: int) -> tuple[InputT, ...]:
+    generated_inputs: Final = generate_case_inputs(target.strategy, examples)
+    case_inputs: Final = (*target.required_inputs, *generated_inputs)
+    return tuple({canonical_json(fixture_cache_key(case_input)): case_input for case_input in case_inputs}.values())
+
+
+def build_recording_jobs(
+    targets: tuple[RecordingTarget[InputT], ...],
+    root: Path,
+    examples: int,
+) -> tuple[RecordingJob[InputT], ...]:
+    if examples < 1:
+        raise ValueError("examples must be at least 1")
+    return tuple(
+        RecordingJob(
+            target_name=target.name,
+            directory=root / target.name,
+            upstream=target.upstream,
+            case_input=case_input,
+            invocation=target.invocation,
+        )
+        for target in targets
+        for case_input in _unique_inputs(target, examples)
+    )
+
+
+def _record_job(job: RecordingJob[InputT], case_type: type[CaseT]) -> RecordedFixture | CachedFixture:
+    cached: Final = load_fixture(job.directory, job.case_input, case_type)
+    if cached is not None:
+        path: Final = fixture_path(job.directory, job.case_input)
+        return CachedFixture(
+            target_name=job.target_name,
+            case_id=job.case_id,
+            path=path if path.is_file() else path.with_suffix(".json"),
+        )
+    interactions: Final = record_upstream_interactions(
+        job.upstream,
+        job.case_input,
+        job.invocation.execute,
+    )
+    status: Final = interactions[-1].response.status_code
+    if status in {408, 429} or status >= 500:
+        raise RuntimeError(f"Upstream returned transient HTTP {status}; rerun recording to retry")
+    case: Final = case_type.model_validate(
+        {
+            "litellm_input": job.case_input,
+            "provider_responses": tuple(item.response for item in interactions),
+        }
+    )
+    saved_path: Final = save_fixture(job.directory, job.case_input, case, interactions)
+    return RecordedFixture(target_name=job.target_name, case_id=job.case_id, path=saved_path)
+
+
+def _completed_outcome(
+    completed: int,
+    total: int,
+    job: RecordingJob[InputT],
+    future: Future[RecordedFixture | CachedFixture],
+) -> RecordingOutcome:
+    try:
+        outcome: Final = future.result()
+    except Exception as error:
+        failed: Final = FailedFixture(target_name=job.target_name, case_id=job.case_id, error=error)
+        LOGGER.error(
+            "[%d/%d] failed %s %s: %s",
+            completed,
+            total,
+            failed.target_name,
+            failed.case_id,
+            type(error).__name__,
+        )
+        return failed
+    LOGGER.info("[%d/%d] %s %s %s", completed, total, outcome.kind, outcome.target_name, outcome.case_id)
+    return outcome
+
+
+def record_fixtures(
+    targets: tuple[RecordingTarget[InputT], ...],
+    root: Path,
+    examples: int,
+    concurrency: int,
+    case_type: type[CaseT],
+) -> RecordingSummary:
+    if concurrency < 1:
+        raise ValueError("concurrency must be at least 1")
+    jobs: Final = build_recording_jobs(targets, root, examples)
+    total: Final = len(jobs)
+    LOGGER.info("Recording %d fixtures across %d targets with concurrency %d", total, len(targets), concurrency)
+    with ThreadPoolExecutor(max_workers=concurrency) as executor:
+        future_jobs: Final = MappingProxyType({executor.submit(_record_job, job, case_type): job for job in jobs})
+        outcomes: Final = tuple(
+            _completed_outcome(completed, total, future_jobs[future], future)
+            for completed, future in enumerate(as_completed(future_jobs), start=1)
+        )
+    summary: Final = RecordingSummary(
+        recorded=tuple(outcome for outcome in outcomes if isinstance(outcome, RecordedFixture)),
+        cached=tuple(outcome for outcome in outcomes if isinstance(outcome, CachedFixture)),
+        failed=tuple(outcome for outcome in outcomes if isinstance(outcome, FailedFixture)),
+    )
+    LOGGER.info(
+        "Finished %d fixtures: %d recorded, %d cached, %d failed",
+        total,
+        len(summary.recorded),
+        len(summary.cached),
+        len(summary.failed),
+    )
+    return summary
diff --git a/tests/rust-python-harness/shared/parity/fixtures/pytest_support.py b/tests/rust-python-harness/shared/parity/fixtures/pytest_support.py
new file mode 100644
index 00000000000..04c097f318c
--- /dev/null
+++ b/tests/rust-python-harness/shared/parity/fixtures/pytest_support.py
@@ -0,0 +1,66 @@
+from __future__ import annotations
+
+import os
+from collections.abc import Callable
+from pathlib import Path
+from typing import Final, TypeVar
+
+import pytest
+from pydantic import BaseModel, ValidationError
+
+from .store import recorded_fixtures
+
+CaseT = TypeVar("CaseT", bound=BaseModel)
+
+
+def parametrize_recorded_fixtures(
+    metafunc: pytest.Metafunc,
+    *,
+    fixture_name: str,
+    case_type: type[CaseT],
+    env_var: str,
+    default_directory: Path,
+    regeneration_command: str,
+    id_builder: Callable[[CaseT], str],
+    marks_builder: Callable[[CaseT], tuple[pytest.MarkDecorator, ...]] | None = None,
+) -> None:
+    if fixture_name not in metafunc.fixturenames:
+        return
+    configured: Final = os.environ.get(env_var)
+    if configured == "":
+        raise pytest.UsageError(f"{env_var} is set but empty")
+    directory: Final = Path(configured).expanduser() if configured is not None else default_directory
+    try:
+        fixtures: Final = recorded_fixtures(directory, case_type)
+    except (ValidationError, ValueError) as error:
+        raise pytest.UsageError(
+            f"Invalid parity fixture bundle at {directory}. "
+            "Each fixture must use the current versioned envelope. "
+            f"Record fresh fixtures in an empty directory with: `{regeneration_command}`. "
+            f"Validation details: {error}"
+        ) from error
+    if fixtures:
+        metafunc.parametrize(
+            fixture_name,
+            tuple(
+                pytest.param(
+                    fixture,
+                    id=id_builder(fixture),
+                    marks=marks_builder(fixture) if marks_builder is not None else (),
+                )
+                for fixture in fixtures
+            ),
+        )
+        return
+    if configured is not None:
+        raise pytest.UsageError(f"no recorded fixtures in {directory}")
+    metafunc.parametrize(
+        fixture_name,
+        (
+            pytest.param(
+                None,
+                marks=pytest.mark.skip(reason=f"no recorded fixtures in {directory}"),
+                id="no-recorded-fixtures",
+            ),
+        ),
+    )
diff --git a/tests/rust-python-harness/shared/parity/fixtures/recording.py b/tests/rust-python-harness/shared/parity/fixtures/recording.py
new file mode 100644
index 00000000000..6c23e36f20c
--- /dev/null
+++ b/tests/rust-python-harness/shared/parity/fixtures/recording.py
@@ -0,0 +1,267 @@
+from __future__ import annotations
+
+import queue
+import threading
+from collections.abc import Callable, Generator, Iterable
+from contextlib import contextmanager
+from dataclasses import dataclass
+from http.server import BaseHTTPRequestHandler, ThreadingHTTPServer
+from typing import Final, TypeVar, cast
+from urllib.parse import urlsplit, urlunsplit
+
+import httpx
+from vcr.filters import remove_query_parameters
+from vcr.request import Request
+
+from ..http import (
+    dropped_request_headers,
+    dropped_response_headers,
+    is_streaming_response,
+)
+from ..recorded_http import (
+    HttpHeader,
+    RecordedHttpResponse,
+    RecordedHttpStreamResponse,
+    RecordedResponse,
+    RecordedStreamChunk,
+)
+
+_PARITY_PROVIDER_HOST: Final = "parity-provider.invalid"
+_SECRET_HEADERS: Final = frozenset(
+    {
+        "authorization",
+        "proxy-authorization",
+        "cookie",
+        "x-api-key",
+        "api-key",
+        "anthropic-api-key",
+        "openai-api-key",
+        "azure-api-key",
+        "x-goog-api-key",
+        "ocp-apim-subscription-key",
+        "x-amz-security-token",
+    }
+)
+
+InputT = TypeVar("InputT")
+
+
+@dataclass(frozen=True, slots=True)
+class UpstreamEndpoint:
+    base_url: str
+
+
+@dataclass(frozen=True, slots=True)
+class RecordedInteraction:
+    request: Request
+    response: RecordedResponse
+
+
+def _end_to_end_headers(headers: httpx.Headers) -> tuple[HttpHeader, ...]:
+    decoded: Final = tuple((name.decode("ascii"), value.decode("latin-1")) for name, value in headers.raw)
+    excluded: Final = dropped_response_headers(decoded)
+    return tuple(
+        HttpHeader(name=name, value=_normalized_response_header(name, value))
+        for name, value in decoded
+        if name.lower() not in excluded
+    )
+
+
+def _normalized_response_header(name: str, value: str) -> str:
+    if name.lower() not in {"location", "operation-location"}:
+        return value
+    parsed: Final = urlsplit(value)
+    if not parsed.netloc:
+        return value
+    return urlunsplit(("http", _PARITY_PROVIDER_HOST, parsed.path, parsed.query, parsed.fragment))
+
+
+def local_response_header(name: str, value: str, provider_url: str) -> str:
+    if name.lower() not in {"location", "operation-location"}:
+        return value
+    parsed: Final = urlsplit(value)
+    if parsed.hostname != _PARITY_PROVIDER_HOST:
+        return value
+    return f"{provider_url}{parsed.path}{'?' + parsed.query if parsed.query else ''}"
+
+
+class _RecordingProvider(ThreadingHTTPServer):
+    daemon_threads = True
+
+    def __init__(self, spec: UpstreamEndpoint) -> None:
+        super().__init__(("127.0.0.1", 0), _RecordingHandler)
+        self.spec: Final = spec
+        self.interactions: queue.Queue[RecordedInteraction] = queue.Queue()
+
+    @property
+    def url(self) -> str:
+        return f"http://127.0.0.1:{self.server_address[1]}"
+
+    def take_interactions(self) -> tuple[RecordedInteraction, ...]:
+        try:
+            first: Final = self.interactions.get(timeout=5)
+        except queue.Empty as error:
+            raise RuntimeError("successful SDK call did not produce a recorded response") from error
+        remaining: Final = tuple(self.interactions.get_nowait() for _ in range(self.interactions.qsize()))
+        return (first, *remaining)
+
+
+class _RecordingHandler(BaseHTTPRequestHandler):
+    protocol_version = "HTTP/1.1"
+
+    def do_POST(self) -> None:
+        self._forward()
+
+    def do_GET(self) -> None:
+        self._forward()
+
+    def do_PUT(self) -> None:
+        self._forward()
+
+    def do_PATCH(self) -> None:
+        self._forward()
+
+    def do_DELETE(self) -> None:
+        self._forward()
+
+    def _forward(self) -> None:
+        provider: Final = self.server
+        assert isinstance(provider, _RecordingProvider)
+        length: Final = int(self.headers.get("content-length") or "0")
+        request_body: Final = self.rfile.read(length) if length else b""
+        raw_headers: Final = tuple(self.headers.raw_items())
+        excluded: Final = dropped_request_headers(raw_headers)
+        forwarded_headers: Final = tuple((name, value) for name, value in raw_headers if name.lower() not in excluded)
+        upstream_url: Final = f"{provider.spec.base_url.rstrip('/')}{self.path}"
+
+        try:
+            with httpx.stream(
+                self.command,
+                upstream_url,
+                headers=forwarded_headers,
+                content=request_body,
+                timeout=120,
+            ) as upstream:
+                headers: Final = _end_to_end_headers(upstream.headers)
+                recorded_response: Final = self._record_upstream_response(upstream, headers)
+        except httpx.HTTPError as error:
+            self._send_response(502, (), str(error).encode("utf-8"))
+            return
+
+        recorded_request: Final = remove_query_parameters(
+            Request(
+                self.command,
+                f"http://{_PARITY_PROVIDER_HOST}{self.path}",
+                request_body,
+                {name: value for name, value in forwarded_headers if name.lower() not in _SECRET_HEADERS},
+            ),
+            ("api_key", "api-key", "key", "access_token", "subscription-key"),
+        )
+        provider.interactions.put(RecordedInteraction(recorded_request, recorded_response))
+        if isinstance(recorded_response, RecordedHttpResponse):
+            self._send_response(
+                recorded_response.status_code, recorded_response.headers, recorded_response.body_bytes()
+            )
+
+    def _record_upstream_response(
+        self,
+        upstream: httpx.Response,
+        headers: tuple[HttpHeader, ...],
+    ) -> RecordedResponse:
+        content_type: Final = cast(str, upstream.headers.get("content-type", ""))
+        if is_streaming_response(content_type):
+            return self._record_stream(upstream, headers)
+        response_body: Final = b"".join(upstream.iter_bytes())
+        return RecordedHttpResponse.from_bytes(
+            status_code=upstream.status_code,
+            headers=headers,
+            body=response_body,
+        )
+
+    def _record_stream(
+        self,
+        upstream: httpx.Response,
+        headers: tuple[HttpHeader, ...],
+    ) -> RecordedHttpStreamResponse:
+        self.send_response_only(upstream.status_code)
+        provider: Final = self.server
+        assert isinstance(provider, _RecordingProvider)
+        for header in headers:
+            self.send_header(header.name, local_response_header(header.name, header.value, provider.url))
+        self.send_header("transfer-encoding", "chunked")
+        self.end_headers()
+        chunks: Final = tuple(self._relay_chunks(upstream.iter_bytes()))
+        self.wfile.write(b"0\r\n\r\n")
+        self.wfile.flush()
+        return RecordedHttpStreamResponse(
+            kind="http_stream",
+            status_code=upstream.status_code,
+            headers=headers,
+            chunks=chunks,
+        )
+
+    def _relay_chunks(self, chunks: Iterable[bytes]) -> Generator[RecordedStreamChunk, None, None]:
+        for chunk in chunks:
+            self.wfile.write(f"{len(chunk):X}\r\n".encode("ascii"))
+            self.wfile.write(chunk)
+            self.wfile.write(b"\r\n")
+            self.wfile.flush()
+            yield RecordedStreamChunk.from_bytes(chunk)
+
+    def _send_response(self, status_code: int, headers: tuple[HttpHeader, ...], body: bytes) -> None:
+        self.send_response_only(status_code)
+        provider: Final = self.server
+        assert isinstance(provider, _RecordingProvider)
+        for header in headers:
+            self.send_header(header.name, local_response_header(header.name, header.value, provider.url))
+        self.send_header("content-length", str(len(body)))
+        self.end_headers()
+        self.wfile.write(body)
+
+    def log_message(self, format: str, *args: object) -> None:
+        return
+
+
+@contextmanager
+def _recording_provider(spec: UpstreamEndpoint) -> Generator[_RecordingProvider]:
+    server: Final = _RecordingProvider(spec)
+    thread: Final = threading.Thread(target=server.serve_forever, daemon=True)
+    thread.start()
+    try:
+        yield server
+    finally:
+        server.shutdown()
+        server.server_close()
+        thread.join(timeout=5)
+
+
+def _invoke_and_take_interactions(
+    recorder: _RecordingProvider,
+    case_input: InputT,
+    sdk_call: Callable[[str, InputT], object],
+) -> tuple[RecordedInteraction, ...]:
+    try:
+        sdk_call(recorder.url, case_input)
+    except Exception as invocation_error:
+        try:
+            return recorder.take_interactions()
+        except RuntimeError:
+            raise invocation_error
+    return recorder.take_interactions()
+
+
+def record_upstream_interactions(
+    spec: UpstreamEndpoint,
+    case_input: InputT,
+    sdk_call: Callable[[str, InputT], object],
+) -> tuple[RecordedInteraction, ...]:
+    with _recording_provider(spec) as recorder:
+        return _invoke_and_take_interactions(recorder, case_input, sdk_call)
+
+
+def record_upstream_responses(
+    spec: UpstreamEndpoint,
+    case_input: InputT,
+    sdk_call: Callable[[str, InputT], object],
+) -> tuple[RecordedResponse, ...]:
+    return tuple(item.response for item in record_upstream_interactions(spec, case_input, sdk_call))
diff --git a/tests/rust-python-harness/shared/parity/fixtures/store.py b/tests/rust-python-harness/shared/parity/fixtures/store.py
new file mode 100644
index 00000000000..7a10c5c6c5d
--- /dev/null
+++ b/tests/rust-python-harness/shared/parity/fixtures/store.py
@@ -0,0 +1,126 @@
+from __future__ import annotations
+
+import hashlib
+import json
+import tempfile
+from collections.abc import Mapping
+from datetime import datetime, timezone
+from pathlib import Path
+from typing import Final, Literal, Protocol, TypeVar, cast
+
+from pydantic import AwareDatetime, BaseModel, ConfigDict, TypeAdapter, ValidationError
+
+from .cassette import deserialize_cassette, serialize_cassette
+from .recording import RecordedInteraction
+
+FIXTURE_SCHEMA_VERSION: Final = 1
+JSON_OBJECT: Final = TypeAdapter(dict[str, object])
+
+
+class FixtureInput(Protocol):
+    def canonical_input(self) -> dict[str, object]: ...
+
+
+CaseT = TypeVar("CaseT", bound=BaseModel)
+
+
+class FixtureEnvelope(BaseModel):
+    model_config = ConfigDict(frozen=True, extra="forbid")
+
+    schema_version: int
+    recorded_at: AwareDatetime
+    case: dict[str, object]
+
+
+def canonical_json(value: Mapping[str, object]) -> str:
+    return json.dumps(value, sort_keys=True, separators=(",", ":"), ensure_ascii=True)
+
+
+def fixture_cache_key(case_input: FixtureInput) -> dict[str, object]:
+    return case_input.canonical_input()
+
+
+def fixture_path(directory: Path, case_input: FixtureInput) -> Path:
+    input_json: Final = canonical_json(fixture_cache_key(case_input))
+    digest: Final = hashlib.sha256(input_json.encode("utf-8")).hexdigest()
+    return directory / f"{digest}.yaml"
+
+
+def load_fixture(directory: Path, case_input: FixtureInput, case_type: type[CaseT]) -> CaseT | None:
+    path: Final = fixture_path(directory, case_input)
+    if path.is_file():
+        return read_fixture(path, case_type)
+    legacy_path: Final = path.with_suffix(".json")
+    if not legacy_path.is_file():
+        return None
+    return read_fixture(legacy_path, case_type)
+
+
+def save_fixture(
+    directory: Path,
+    case_input: FixtureInput,
+    case: BaseModel,
+    interactions: tuple[RecordedInteraction, ...],
+    *,
+    recorded_at: datetime | None = None,
+    request_source: Literal["recorded", "python_replay"] = "recorded",
+) -> Path:
+    directory.mkdir(parents=True, exist_ok=True)
+    path: Final = fixture_path(directory, case_input)
+    serialized: Final = serialize_cassette(
+        cast(dict[str, object], case.model_dump(mode="json", exclude_unset=True)),
+        interactions,
+        recorded_at or datetime.now(timezone.utc),
+        request_source,
+    )
+    with tempfile.NamedTemporaryFile(mode="w", encoding="utf-8", dir=directory, delete=False) as temporary:
+        temporary_path: Final = Path(temporary.name)
+        try:
+            temporary.write(serialized)
+            temporary.close()
+            temporary_path.replace(path)
+        finally:
+            temporary_path.unlink(missing_ok=True)
+    return path
+
+
+def read_fixture(path: Path, case_type: type[CaseT]) -> CaseT:
+    contents: Final = path.read_text(encoding="utf-8")
+    if path.suffix == ".json":
+        return _load_fixture(JSON_OBJECT.validate_json(contents), path, case_type)
+    try:
+        cassette: Final = deserialize_cassette(contents)
+        return case_type.model_validate(cassette.case_data())
+    except ValueError as error:
+        raise ValueError(f"invalid parity cassette {path}") from error
+
+
+def _load_fixture(raw_fixture: dict[str, object], path: Path, case_type: type[CaseT]) -> CaseT:
+    schema_version: Final = raw_fixture.get("schema_version")
+    if schema_version != FIXTURE_SCHEMA_VERSION:
+        raise ValueError(
+            f"fixture {path} has schema_version {schema_version!r}, expected {FIXTURE_SCHEMA_VERSION}; "
+            "delete it and regenerate the fixture bundle"
+        )
+    try:
+        envelope: Final = FixtureEnvelope.model_validate(raw_fixture)
+        return case_type.model_validate(envelope.case)
+    except ValidationError as error:
+        raise ValueError(f"invalid parity fixture {path} ({len(error.errors())} validation errors)") from error
+
+
+def recorded_fixtures(directory: Path, case_type: type[CaseT]) -> tuple[CaseT, ...]:
+    if not directory.is_dir():
+        return ()
+    paths: Final = tuple(sorted((*directory.rglob("*.yaml"), *directory.rglob("*.json"))))
+    return tuple(read_fixture(path, case_type) for path in paths)
+
+
+def fixture_directory(configured: Path | None, env_value: str | None, default: Path) -> Path:
+    return (configured or Path(env_value or default)).expanduser()
+
+
+def fixture_id(case_input: FixtureInput, prefix: str) -> str:
+    input_json: Final = canonical_json(case_input.canonical_input())
+    digest: Final = hashlib.sha256(input_json.encode("utf-8")).hexdigest()[:8]
+    return f"{prefix}-{digest}"
diff --git a/tests/rust-python-harness/shared/parity/fixtures/test_cassette.py b/tests/rust-python-harness/shared/parity/fixtures/test_cassette.py
new file mode 100644
index 00000000000..e668223782b
--- /dev/null
+++ b/tests/rust-python-harness/shared/parity/fixtures/test_cassette.py
@@ -0,0 +1,95 @@
+from __future__ import annotations
+
+from datetime import datetime, timezone
+from pathlib import Path
+from typing import Final
+
+import httpx
+import pytest
+from vcr import VCR
+from vcr.request import Request
+
+from ..fixture_models import ParityCase, SdkInputBase
+from .cassette import deserialize_cassette
+from .recording import RecordedInteraction
+from .store import load_fixture, save_fixture
+from ..recorded_http import (
+    HttpHeader,
+    RecordedHttpResponse,
+    RecordedHttpStreamResponse,
+    RecordedResponse,
+    RecordedStreamChunk,
+)
+from ..replay import replay_server
+
+_URI: Final = "http://parity-provider.invalid/operation?api-version=1"
+
+
+class _Input(SdkInputBase):
+    model: str = "fixture-model"
+
+
+@pytest.mark.parametrize("body", (b'{"text":"caf\xc3\xa9"}', b"\x00\xff\x80", b""))
+def test_cassette_replays_repeated_requests_with_vcr_and_preserves_bytes(tmp_path: Path, body: bytes) -> None:
+    sdk_input: Final = _Input()
+    responses: Final = tuple(
+        RecordedHttpResponse.from_bytes(
+            status,
+            (HttpHeader(name="content-type", value="application/octet-stream"),),
+            body,
+        )
+        for status in (200, 429)
+    )
+    case: Final = ParityCase[_Input](litellm_input=sdk_input, provider_responses=responses)
+    interactions: Final = tuple(
+        RecordedInteraction(Request("POST", _URI, b"\xffrequest", {}), response) for response in responses
+    )
+    timestamp: Final = datetime(2020, 1, 1, tzinfo=timezone.utc)
+    path: Final = save_fixture(tmp_path, sdk_input, case, interactions, recorded_at=timestamp)
+
+    assert load_fixture(tmp_path, sdk_input, ParityCase[_Input]) == case
+    assert deserialize_cassette(path.read_text()).recorded_at == timestamp
+    with VCR().use_cassette(str(path), record_mode="none", match_on=("method", "uri", "body")) as cassette:
+        for status in (200, 429):
+            replayed: Final = httpx.post(_URI, content=b"\xffrequest")
+            assert replayed.status_code == status
+            assert replayed.content == body
+        assert cassette.all_played
+
+
+def test_stream_cassette_preserves_chunk_boundaries_through_local_replay(tmp_path: Path) -> None:
+    sdk_input: Final = _Input()
+    chunks: Final = (b"data: caf\xc3", b"\xa9\n\n", b"data: [DONE]\n\n")
+    response: Final = RecordedHttpStreamResponse(
+        kind="http_stream",
+        status_code=200,
+        headers=(HttpHeader(name="content-type", value="text/event-stream"),),
+        chunks=tuple(RecordedStreamChunk.from_bytes(chunk) for chunk in chunks),
+    )
+    case: Final = ParityCase[_Input](litellm_input=sdk_input, provider_responses=(response,))
+    path: Final = save_fixture(
+        tmp_path, sdk_input, case, (RecordedInteraction(Request("POST", _URI, b"{}", {}), response),)
+    )
+    loaded: Final = load_fixture(tmp_path, sdk_input, ParityCase[_Input])
+    assert loaded == case
+    with replay_server() as server:
+        server.enqueue_response(loaded.provider_responses[0])
+        with httpx.stream("POST", f"{server.url}/operation", content=b"{}") as replayed:
+            assert tuple(replayed.iter_raw()) == chunks
+        server.take_requests(1)
+    path.write_text(path.read_text().replace("- 10\n", "- 999\n"))
+    with pytest.raises(ValueError, match="invalid parity cassette"):
+        load_fixture(tmp_path, sdk_input, ParityCase[_Input])
+
+
+def test_cassette_preserves_duplicate_response_headers(tmp_path: Path) -> None:
+    sdk_input: Final = _Input()
+    response: Final[RecordedResponse] = RecordedHttpResponse.from_bytes(
+        200,
+        (HttpHeader(name="x-test", value="first"), HttpHeader(name="x-test", value="second")),
+        b"{}",
+    )
+    case: Final = ParityCase[_Input](litellm_input=sdk_input, provider_responses=(response,))
+    save_fixture(tmp_path, sdk_input, case, (RecordedInteraction(Request("POST", _URI, b"", {}), response),))
+
+    assert load_fixture(tmp_path, sdk_input, ParityCase[_Input]) == case
diff --git a/tests/rust-python-harness/shared/parity/fixtures/test_inputs.py b/tests/rust-python-harness/shared/parity/fixtures/test_inputs.py
new file mode 100644
index 00000000000..d76bcac7736
--- /dev/null
+++ b/tests/rust-python-harness/shared/parity/fixtures/test_inputs.py
@@ -0,0 +1,20 @@
+from __future__ import annotations
+
+from typing import Final
+
+from hypothesis import strategies as st
+from pydantic import BaseModel, ConfigDict
+
+from .inputs import generate_case_inputs
+
+
+class _Input(BaseModel):
+    model_config = ConfigDict(frozen=True, extra="forbid")
+
+    identifier: str
+
+
+def test_generate_case_inputs_is_deterministic() -> None:
+    strategy: Final = st.builds(_Input, identifier=st.integers().map(str))
+
+    assert generate_case_inputs(strategy, examples=4) == generate_case_inputs(strategy, examples=4)
diff --git a/tests/rust-python-harness/shared/parity/fixtures/test_media.py b/tests/rust-python-harness/shared/parity/fixtures/test_media.py
new file mode 100644
index 00000000000..85518971ed4
--- /dev/null
+++ b/tests/rust-python-harness/shared/parity/fixtures/test_media.py
@@ -0,0 +1,27 @@
+from __future__ import annotations
+
+import base64
+from io import BytesIO
+from typing import Final, cast
+
+from PIL import Image
+
+from .media import dummy_image_url, structured_image_bytes, structured_image_data_uri
+
+
+def test_dummy_image_url_encodes_text_and_dimensions() -> None:
+    assert dummy_image_url("invoice 123", 24, width=320, height=80) == (
+        "https://dummyjson.com/image/320x80/ffffff/000000?text=invoice%20123&fontSize=24"
+    )
+
+
+def test_structured_image_is_local_content_bearing_png() -> None:
+    png: Final = structured_image_bytes()
+    encoded: Final = structured_image_data_uri().partition(",")[2]
+    image: Final = Image.open(BytesIO(png))
+    colors: Final = cast(list[tuple[int, tuple[int, int, int]]], image.getcolors(maxcolors=2))
+
+    assert png.startswith(b"\x89PNG\r\n\x1a\n")
+    assert base64.b64decode(encoded, validate=True) == png
+    assert image.size == (320, 80)
+    assert {color for _, color in colors} == {(0, 0, 0), (255, 255, 255)}
diff --git a/tests/rust-python-harness/shared/parity/fixtures/test_pipeline.py b/tests/rust-python-harness/shared/parity/fixtures/test_pipeline.py
new file mode 100644
index 00000000000..66b6b4bffdc
--- /dev/null
+++ b/tests/rust-python-harness/shared/parity/fixtures/test_pipeline.py
@@ -0,0 +1,217 @@
+from __future__ import annotations
+
+import logging
+import threading
+from collections.abc import Generator
+from contextlib import contextmanager
+from dataclasses import dataclass
+from http.server import BaseHTTPRequestHandler, ThreadingHTTPServer
+from pathlib import Path
+from typing import Final, Literal
+
+import httpx
+import pytest
+from hypothesis import strategies as st
+from pydantic import BaseModel, ConfigDict
+
+from .pipeline import (
+    RecordingInvocation,
+    RecordingTarget,
+    build_recording_jobs,
+    record_fixtures,
+)
+from .recording import UpstreamEndpoint
+from .store import fixture_path
+from ..recorded_http import RecordedResponse
+
+
+class _FixtureInput(BaseModel):
+    model_config = ConfigDict(frozen=True, extra="forbid")
+
+    identifier: str
+
+    def canonical_input(self) -> dict[str, object]:
+        return {"identifier": self.identifier}
+
+
+class _ParityCase(BaseModel):
+    model_config = ConfigDict(frozen=True, extra="forbid")
+
+    litellm_input: _FixtureInput
+    provider_responses: tuple[RecordedResponse, ...]
+
+
+class _Upstream(ThreadingHTTPServer):
+    daemon_threads = True
+
+    def __init__(self, status: int = 200) -> None:
+        super().__init__(("127.0.0.1", 0), _UpstreamHandler)
+        self.response_status: Final = status
+
+    @property
+    def url(self) -> str:
+        return f"http://127.0.0.1:{self.server_address[1]}"
+
+
+class _UpstreamHandler(BaseHTTPRequestHandler):
+    protocol_version = "HTTP/1.1"
+
+    def do_POST(self) -> None:
+        length: Final = int(self.headers.get("content-length") or "0")
+        self.rfile.read(length)
+        body: Final = b"{}"
+        server: Final = self.server
+        assert isinstance(server, _Upstream)
+        self.send_response(server.response_status)
+        self.send_header("content-type", "application/json")
+        self.send_header("content-length", str(len(body)))
+        self.end_headers()
+        self.wfile.write(body)
+
+    def log_message(self, format: str, *args: object) -> None:
+        return
+
+
+@contextmanager
+def _upstream(status: int = 200) -> Generator[_Upstream]:
+    server: Final = _Upstream(status)
+    thread: Final = threading.Thread(target=server.serve_forever, daemon=True)
+    thread.start()
+    try:
+        yield server
+    finally:
+        server.shutdown()
+        server.server_close()
+        thread.join(timeout=5)
+
+
+@dataclass(frozen=True, slots=True)
+class _OrderedInvocation:
+    order: Literal["slow", "fast"]
+    slow_started: threading.Event
+    fast_finished: threading.Event
+
+    def execute(self, provider_url: str, case_input: _FixtureInput) -> None:
+        if self.order == "slow":
+            self.slow_started.set()
+            if not self.fast_finished.wait(timeout=2):
+                raise TimeoutError("fast recording did not finish")
+        else:
+            if not self.slow_started.wait(timeout=2):
+                raise TimeoutError("slow recording did not start")
+        response: Final = httpx.post(f"{provider_url}/record", json={"id": case_input.identifier}, timeout=5)
+        response.raise_for_status()
+        if self.order == "fast":
+            self.fast_finished.set()
+
+
+@dataclass(frozen=True, slots=True)
+class _Invocation:
+    def execute(self, provider_url: str, case_input: _FixtureInput) -> None:
+        response: Final = httpx.post(f"{provider_url}/record", json={"id": case_input.identifier}, timeout=5)
+        response.raise_for_status()
+
+
+def _target(
+    name: str,
+    upstream_url: str,
+    case_input: _FixtureInput,
+    invocation: RecordingInvocation[_FixtureInput],
+) -> RecordingTarget[_FixtureInput]:
+    return RecordingTarget(
+        name=name,
+        upstream=UpstreamEndpoint(base_url=upstream_url),
+        strategy=st.just(case_input),
+        invocation=invocation,
+        required_inputs=(case_input,),
+    )
+
+
+def test_build_jobs_keeps_required_inputs_before_generated_inputs_and_deduplicates(tmp_path: Path) -> None:
+    required: Final = _FixtureInput(identifier="required")
+    generated: Final = _FixtureInput(identifier="generated")
+    target: Final = RecordingTarget(
+        name="ordered",
+        upstream=UpstreamEndpoint(base_url="https://provider.invalid"),
+        strategy=st.just(generated),
+        invocation=_Invocation(),
+        required_inputs=(required, required),
+    )
+
+    jobs: Final = build_recording_jobs((target,), tmp_path, examples=1)
+
+    assert tuple(job.case_input.identifier for job in jobs) == ("required", "generated")
+
+
+def test_progress_follows_completion_order(tmp_path: Path, caplog: pytest.LogCaptureFixture) -> None:
+    slow_started: Final = threading.Event()
+    fast_finished: Final = threading.Event()
+    with _upstream() as upstream:
+        targets: Final = (
+            _target(
+                "slow",
+                upstream.url,
+                _FixtureInput(identifier="slow"),
+                _OrderedInvocation("slow", slow_started, fast_finished),
+            ),
+            _target(
+                "fast",
+                upstream.url,
+                _FixtureInput(identifier="fast"),
+                _OrderedInvocation("fast", slow_started, fast_finished),
+            ),
+        )
+        with caplog.at_level(logging.INFO, logger="tests.rust-python-harness.shared.parity.fixtures.pipeline"):
+            summary: Final = record_fixtures(targets, tmp_path, 1, 2, _ParityCase)
+
+    progress: Final = tuple(record.message for record in caplog.records if record.message.startswith("["))
+    assert len(summary.recorded) == 2
+    assert summary.exit_code == 0
+    assert "recorded fast" in progress[0]
+    assert "recorded slow" in progress[1]
+    assert caplog.records[0].message == "Recording 2 fixtures across 2 targets with concurrency 2"
+    assert caplog.records[-1].message == "Finished 2 fixtures: 2 recorded, 0 cached, 0 failed"
+
+
+def test_failure_does_not_stop_independent_recordings(tmp_path: Path) -> None:
+    stale_input: Final = _FixtureInput(identifier="stale")
+    stale_directory: Final = tmp_path / "stale"
+    stale_directory.mkdir()
+    fixture_path(stale_directory, stale_input).with_suffix(".json").write_text(
+        '{"schema_version": 0}\n', encoding="utf-8"
+    )
+    with _upstream() as upstream:
+        targets: Final = (
+            _target("stale", upstream.url, stale_input, _Invocation()),
+            _target("valid", upstream.url, _FixtureInput(identifier="valid"), _Invocation()),
+        )
+        summary: Final = record_fixtures(targets, tmp_path, 1, 2, _ParityCase)
+
+    assert len(summary.recorded) == 1
+    assert summary.recorded[0].target_name == "valid"
+    assert len(summary.failed) == 1
+    assert summary.failed[0].target_name == "stale"
+    assert summary.exit_code == 1
+
+
+@pytest.mark.parametrize("status", (408, 429, 500, 503))
+def test_transient_response_is_not_cached_and_can_be_retried(tmp_path: Path, status: int) -> None:
+    case_input: Final = _FixtureInput(identifier="retry")
+    with _upstream(status) as upstream:
+        target: Final = _target("retry", upstream.url, case_input, _Invocation())
+        failed: Final = record_fixtures((target,), tmp_path, 1, 1, _ParityCase)
+    assert failed.exit_code == 1
+    assert not fixture_path(tmp_path / "retry", case_input).exists()
+    with _upstream() as healthy_upstream:
+        healthy_target: Final = _target("retry", healthy_upstream.url, case_input, _Invocation())
+        retried: Final = record_fixtures((healthy_target,), tmp_path, 1, 1, _ParityCase)
+    assert retried.exit_code == 0
+    assert len(retried.recorded) == 1
+
+
+def test_provider_rejected_response_can_be_recorded(tmp_path: Path) -> None:
+    with _upstream(400) as upstream:
+        target: Final = _target("rejected", upstream.url, _FixtureInput(identifier="invalid"), _Invocation())
+        summary: Final = record_fixtures((target,), tmp_path, 1, 1, _ParityCase)
+    assert summary.exit_code == 0
+    assert len(summary.recorded) == 1
diff --git a/tests/rust-python-harness/shared/parity/fixtures/test_recording.py b/tests/rust-python-harness/shared/parity/fixtures/test_recording.py
new file mode 100644
index 00000000000..e3da59ac4d8
--- /dev/null
+++ b/tests/rust-python-harness/shared/parity/fixtures/test_recording.py
@@ -0,0 +1,574 @@
+from __future__ import annotations
+
+import asyncio
+import queue
+import threading
+from collections.abc import AsyncIterator, Callable, Generator, Iterator
+from contextlib import contextmanager
+from dataclasses import dataclass
+from http.server import BaseHTTPRequestHandler, ThreadingHTTPServer
+from pathlib import Path
+from typing import Final, Literal
+
+import httpx
+import pytest
+from hypothesis import strategies as st
+from openai._streaming import SSEDecoder
+from pydantic import BaseModel, ConfigDict
+
+from ..compare import assert_request_parity
+from .pipeline import RecordingTarget, record_fixtures
+from .recording import (
+    UpstreamEndpoint,
+    record_upstream_interactions,
+    record_upstream_responses,
+)
+from .store import (
+    FIXTURE_SCHEMA_VERSION,
+    fixture_path,
+    load_fixture,
+    recorded_fixtures,
+)
+from ..inprocess import InProcessExecution, run_in_process, run_in_process_async
+from ..recorded_http import (
+    HttpHeader,
+    RecordedHttpStreamResponse,
+    RecordedResponse,
+    RecordedStreamChunk,
+)
+from ..replay import ReplayServer, replay_server
+from ..stream import (
+    StreamCompleted,
+    StreamFailed,
+    StreamOutcome,
+    assert_stream_parity,
+    consume_async_stream,
+    consume_sync_stream,
+)
+
+_SSE_CHUNKS: Final = (
+    b'data: {"choices":[{"delta":{"content":"hello"}}]}\n\n',
+    b'data: {"choices":[{"delta":{"content":" world"}}]}\n\n',
+    b"data: [DONE]\n\n",
+)
+
+
+class _StreamEvent(BaseModel):
+    kind: Literal["delta", "done", "error"]
+    value: str
+
+
+class _StreamApplicationError(Exception):
+    status_code: Final = 400
+    code: Final = "invalid_input"
+    type: Final = "validation_error"
+    param: Final = "input"
+    model: Final = "fixture-model"
+    llm_provider: Final = "fixture-provider"
+
+
+def _stream_event(data: str) -> _StreamEvent:
+    event: Final = _StreamEvent.model_validate_json(data)
+    if event.kind == "error":
+        raise _StreamApplicationError(event.value)
+    return event
+
+
+def _event_chunks(failed: bool) -> tuple[bytes, ...]:
+    terminal: Final = (
+        b'event: error\r\ndata: {"kind":"error","value":"invalid input"}\r\n\r\n'
+        if failed
+        else b'event: done\r\ndata: {"kind":"done","value":""}\r\n\r\n'
+    )
+    return (
+        b'event: delta\r\ndata: {"kind":"delta",\r\ndata: "value":"caf\xc3',
+        b'\xa9"}\r\n',
+        b'\r\nevent: delta\r\ndata: {"kind":"delta","value":"second"}\r\n\r\n' + terminal,
+    )
+
+
+def _sync_events(api_base: str, case_input: _FixtureInput) -> Iterator[_StreamEvent]:
+    with httpx.stream("POST", f"{api_base}/stream", json={"id": case_input.identifier}, timeout=5) as response:
+        response.raise_for_status()
+        for event in SSEDecoder().iter_bytes(response.iter_bytes()):
+            yield _stream_event(event.data)
+
+
+async def _async_events(api_base: str, case_input: _FixtureInput) -> AsyncIterator[_StreamEvent]:
+    async with httpx.AsyncClient(timeout=5) as client:
+        async with client.stream("POST", f"{api_base}/stream", json={"id": case_input.identifier}) as response:
+            response.raise_for_status()
+            async for event in SSEDecoder().aiter_bytes(response.aiter_bytes()):
+                yield _stream_event(event.data)
+
+
+async def _consume_async_events(api_base: str, case_input: _FixtureInput) -> StreamOutcome:
+    async def create() -> AsyncIterator[_StreamEvent]:
+        return _async_events(api_base, case_input)
+
+    return await consume_async_stream(create)
+
+
+async def _replay_events(
+    mode: Literal["sync", "async"],
+    provider: ReplayServer,
+    response: RecordedHttpStreamResponse,
+    case_input: _FixtureInput,
+) -> InProcessExecution[StreamOutcome]:
+    if mode == "sync":
+        return run_in_process(
+            provider, (response,), lambda url: consume_sync_stream(lambda: _sync_events(url, case_input))
+        )
+    return await run_in_process_async(provider, (response,), lambda url: _consume_async_events(url, case_input))
+
+
+class _FixtureInput(BaseModel):
+    model_config = ConfigDict(frozen=True, extra="forbid")
+
+    identifier: str
+
+    def canonical_input(self) -> dict[str, object]:
+        return {"identifier": self.identifier}
+
+
+class _ParityCase(BaseModel):
+    model_config = ConfigDict(frozen=True, extra="forbid")
+
+    litellm_input: _FixtureInput
+    provider_responses: tuple[RecordedResponse, ...]
+
+
+@dataclass(frozen=True, slots=True)
+class _Invocation:
+    sdk_call: Callable[[str, _FixtureInput], object]
+
+    def execute(self, provider_url: str, case_input: _FixtureInput) -> None:
+        self.sdk_call(provider_url, case_input)
+
+
+class _ControlledUpstream(ThreadingHTTPServer):
+    daemon_threads = True
+
+    def __init__(self, stream_chunks: tuple[bytes, ...]) -> None:
+        super().__init__(("127.0.0.1", 0), _ControlledUpstreamHandler)
+        self.stream_chunks: Final = stream_chunks
+        self.lock: Final = threading.Lock()
+        self.two_requests_started: Final = threading.Event()
+        self.active_requests: int = 0
+        self.max_active_requests: int = 0
+        self.request_count: int = 0
+
+    @property
+    def url(self) -> str:
+        return f"http://127.0.0.1:{self.server_address[1]}"
+
+    def start_request(self) -> None:
+        with self.lock:
+            self.active_requests += 1
+            self.request_count += 1
+            self.max_active_requests = max(self.max_active_requests, self.active_requests)
+            if self.active_requests == 2:
+                self.two_requests_started.set()
+        self.two_requests_started.wait(timeout=2)
+
+    def end_tracked_request(self) -> None:
+        with self.lock:
+            self.active_requests -= 1
+
+
+class _ControlledUpstreamHandler(BaseHTTPRequestHandler):
+    protocol_version = "HTTP/1.1"
+
+    def do_POST(self) -> None:
+        upstream: Final = self.server
+        assert isinstance(upstream, _ControlledUpstream)
+        length: Final = int(self.headers.get("content-length") or "0")
+        self.rfile.read(length)
+        if self.path == "/credentials?api_key=query-secret&api-version=1":
+            authorized: Final = self.headers.get("authorization") == "Bearer header-secret"
+            self._send_json(200 if authorized else 401, b"{}")
+            return
+        if self.path == "/upload":
+            self._send_json(200, b'{"file_id":"fixture://document.pdf"}')
+            return
+        if self.path == "/parse":
+            self._send_json(200, b'{"result":{"chunks":[]}}')
+            return
+        if self.path == "/analyze":
+            self.send_response(202)
+            self.send_header("operation-location", f"{upstream.url}/results/1")
+            self.send_header("content-length", "0")
+            self.end_headers()
+            return
+        if self.path in {"/v1/chat/completions", "/stream"}:
+            with upstream.lock:
+                upstream.request_count += 1
+            self.send_response(200)
+            self.send_header("content-type", "text/event-stream")
+            self.send_header("transfer-encoding", "chunked")
+            self.end_headers()
+            for chunk in upstream.stream_chunks:
+                self.wfile.write(f"{len(chunk):X}\r\n".encode("ascii"))
+                self.wfile.write(chunk)
+                self.wfile.write(b"\r\n")
+                self.wfile.flush()
+            self.wfile.write(b"0\r\n\r\n")
+            self.wfile.flush()
+            return
+        if self.path == "/error":
+            self._send_json(429, b'{"error":{"message":"rate limited"}}')
+            return
+        upstream.start_request()
+        try:
+            body: Final = b"{}"
+            self.send_response(200)
+            self.send_header("content-type", "application/json")
+            self.send_header("set-cookie", "session=must-not-be-recorded")
+            self.send_header("content-length", str(len(body)))
+            self.end_headers()
+            self.wfile.write(body)
+        finally:
+            upstream.end_tracked_request()
+
+    def do_GET(self) -> None:
+        if self.path == "/results/1":
+            self._send_json(200, b'{"status":"succeeded","analyzeResult":{"pages":[]}}')
+            return
+        self.send_error(404)
+
+    def do_PUT(self) -> None:
+        self.do_POST()
+
+    def do_PATCH(self) -> None:
+        self.do_POST()
+
+    def do_DELETE(self) -> None:
+        self.do_POST()
+
+    def _send_json(self, status: int, body: bytes) -> None:
+        self.send_response(status)
+        self.send_header("content-type", "application/json")
+        self.send_header("content-length", str(len(body)))
+        self.end_headers()
+        self.wfile.write(body)
+
+    def log_message(self, format: str, *args: object) -> None:
+        return
+
+
+@contextmanager
+def _controlled_upstream(stream_chunks: tuple[bytes, ...] = _SSE_CHUNKS) -> Generator[_ControlledUpstream]:
+    server: Final = _ControlledUpstream(stream_chunks)
+    thread: Final = threading.Thread(target=server.serve_forever, daemon=True)
+    thread.start()
+    try:
+        yield server
+    finally:
+        server.shutdown()
+        server.server_close()
+        thread.join(timeout=5)
+
+
+def _case(identifier: str) -> _FixtureInput:
+    return _FixtureInput(identifier=identifier)
+
+
+def _sdk_call(api_base: str, case_input: _FixtureInput) -> object:
+    return httpx.post(f"{api_base}/v1/operation", content=b"{}", timeout=5)
+
+
+def _stream_sdk_call(api_base: str, case_input: _FixtureInput) -> object:
+    return httpx.post(f"{api_base}/v1/chat/completions", content=b"{}", timeout=5)
+
+
+def _error_sdk_call(api_base: str, case_input: _FixtureInput) -> object:
+    response: Final = httpx.post(f"{api_base}/error", content=b"{}", timeout=5)
+    response.raise_for_status()
+    return response
+
+
+def _method_sdk_call(method: str) -> Callable[[str, _FixtureInput], object]:
+    def call(api_base: str, case_input: _FixtureInput) -> object:
+        return httpx.request(method, f"{api_base}/method", json={"id": case_input.identifier}, timeout=5)
+
+    return call
+
+
+def _multi_sdk_call(api_base: str, case_input: _FixtureInput) -> object:
+    upload: Final = httpx.post(f"{api_base}/upload", json={"document": case_input.identifier}, timeout=5)
+    upload.raise_for_status()
+    parsed: Final = httpx.post(f"{api_base}/parse", json={"input": upload.json()["file_id"]}, timeout=5)
+    parsed.raise_for_status()
+    return parsed
+
+
+def _polling_sdk_call(api_base: str, case_input: _FixtureInput) -> object:
+    started: Final = httpx.post(f"{api_base}/analyze", json={"document": case_input.identifier}, timeout=5)
+    operation_location: Final = started.headers["operation-location"]
+    completed: Final = httpx.get(operation_location, timeout=5)
+    completed.raise_for_status()
+    return completed
+
+
+def test_recording_deduplicates_per_target_and_caps_global_concurrency(tmp_path: Path) -> None:
+    shared_input: Final = _case("shared")
+    with _controlled_upstream() as upstream:
+        spec: Final = UpstreamEndpoint(base_url=upstream.url)
+        targets: Final = (
+            RecordingTarget(
+                name="first",
+                upstream=spec,
+                strategy=st.just(shared_input),
+                invocation=_Invocation(_sdk_call),
+                required_inputs=(shared_input, shared_input),
+            ),
+            RecordingTarget(
+                name="second",
+                upstream=spec,
+                strategy=st.just(shared_input),
+                invocation=_Invocation(_sdk_call),
+                required_inputs=(shared_input,),
+            ),
+        )
+        summary: Final = record_fixtures(targets, tmp_path, examples=1, concurrency=2, case_type=_ParityCase)
+
+    assert len(summary.recorded) == 2
+    assert {result.target_name for result in summary.recorded} == {"first", "second"}
+    assert summary.cached == ()
+    assert summary.failed == ()
+    assert upstream.request_count == 2
+    assert upstream.max_active_requests == 2
+    assert len(recorded_fixtures(tmp_path, _ParityCase)) == 2
+    for path in tmp_path.rglob("*.yaml"):
+        contents = path.read_text(encoding="utf-8")
+        assert f"schema_version: {FIXTURE_SCHEMA_VERSION}" in contents
+        assert "recorded_at:" in contents
+
+
+def test_pipeline_rejects_stale_fixture_before_provider_call(tmp_path: Path) -> None:
+    case_input: Final = _case("stale")
+    directory: Final = tmp_path / "stale-target"
+    directory.mkdir()
+    path: Final = fixture_path(directory, case_input).with_suffix(".json")
+    path.write_text('{"schema_version": 0}\n', encoding="utf-8")
+    target: Final = RecordingTarget(
+        name="stale-target",
+        upstream=UpstreamEndpoint(base_url="http://127.0.0.1:1"),
+        strategy=st.just(case_input),
+        invocation=_Invocation(_sdk_call),
+    )
+
+    summary: Final = record_fixtures(
+        (target,),
+        tmp_path,
+        examples=1,
+        concurrency=1,
+        case_type=_ParityCase,
+    )
+
+    assert summary.recorded == ()
+    assert summary.cached == ()
+    assert len(summary.failed) == 1
+    assert str(summary.failed[0].error) == (
+        f"fixture {path} has schema_version 0, expected {FIXTURE_SCHEMA_VERSION}; "
+        "delete it and regenerate the fixture bundle"
+    )
+
+
+def test_cached_fixture_is_reported_without_provider_call(tmp_path: Path) -> None:
+    case_input: Final = _case("cached")
+    with _controlled_upstream() as upstream:
+        target: Final = RecordingTarget(
+            name="cached-target",
+            upstream=UpstreamEndpoint(base_url=upstream.url),
+            strategy=st.just(case_input),
+            invocation=_Invocation(_sdk_call),
+        )
+        first: Final = record_fixtures((target,), tmp_path, 1, 1, _ParityCase)
+        second: Final = record_fixtures((target,), tmp_path, 1, 1, _ParityCase)
+
+    assert len(first.recorded) == 1
+    assert len(second.cached) == 1
+    assert upstream.request_count == 1
+
+
+def test_streaming_response_records_and_replays_chunks() -> None:
+    with _controlled_upstream() as upstream:
+        responses: Final = record_upstream_responses(
+            UpstreamEndpoint(base_url=upstream.url),
+            _case("stream"),
+            _stream_sdk_call,
+        )
+
+    response: Final = responses[0]
+    assert isinstance(response, RecordedHttpStreamResponse)
+    assert tuple(chunk.data_bytes() for chunk in response.chunks) == _SSE_CHUNKS
+    assert isinstance(response.model_dump(mode="json")["chunks"], list)
+
+    with replay_server() as provider:
+        provider.enqueue_response(response)
+        with httpx.stream("POST", f"{provider.url}/v1/chat/completions", json={}) as replayed:
+            replayed_chunks: Final = tuple(replayed.iter_raw())
+        provider.take_requests(1)
+
+    assert replayed_chunks == _SSE_CHUNKS
+
+
+def test_non_successful_provider_response_is_recorded() -> None:
+    with _controlled_upstream() as upstream:
+        responses: Final = record_upstream_responses(
+            UpstreamEndpoint(base_url=upstream.url),
+            _case("provider-error"),
+            _error_sdk_call,
+        )
+
+    response: Final = responses[0]
+    assert response.status_code == 429
+
+
+def test_sensitive_response_headers_are_not_recorded() -> None:
+    with _controlled_upstream() as upstream:
+        responses: Final = record_upstream_responses(
+            UpstreamEndpoint(base_url=upstream.url),
+            _case("headers"),
+            _sdk_call,
+        )
+
+    assert all(header.name.lower() != "set-cookie" for header in responses[0].headers)
+
+
+def test_recorded_requests_strip_credentials_without_changing_the_live_request() -> None:
+    def sdk_call(api_base: str, case_input: _FixtureInput) -> object:
+        return httpx.post(
+            f"{api_base}/credentials?api_key=query-secret&api-version=1",
+            headers={
+                "Authorization": "Bearer header-secret",
+                "Ocp-Apim-Subscription-Key": "azure-secret",
+                "Cookie": "session=cookie-secret",
+                "X-Test": case_input.identifier,
+            },
+            content=b"\xffdocument",
+        )
+
+    with _controlled_upstream() as upstream:
+        interactions: Final = record_upstream_interactions(
+            UpstreamEndpoint(upstream.url), _case("credentials"), sdk_call
+        )
+
+    interaction: Final = interactions[0]
+    assert interaction.response.status_code == 200
+    assert interaction.request.uri == "http://parity-provider.invalid/credentials?api-version=1"
+    assert interaction.request.body == b"\xffdocument"
+    assert interaction.request.headers["x-test"] == "credentials"
+    assert all(
+        header not in interaction.request.headers for header in ("authorization", "ocp-apim-subscription-key", "cookie")
+    )
+
+
+@pytest.mark.parametrize("method", ("PUT", "PATCH", "DELETE"))
+def test_recording_and_replay_support_mutating_http_methods(method: str) -> None:
+    sdk_call: Final = _method_sdk_call(method)
+    with _controlled_upstream() as upstream:
+        responses: Final = record_upstream_responses(
+            UpstreamEndpoint(base_url=upstream.url),
+            _case(method),
+            sdk_call,
+        )
+    with replay_server() as provider:
+        provider.enqueue_response(responses[0])
+        sdk_call(provider.url, _case(method))
+        requests: Final = provider.take_requests(1)
+
+    assert requests[0].method == method
+
+
+def test_stream_response_model_rejects_buffered_body() -> None:
+    with pytest.raises(ValueError, match="Extra inputs are not permitted"):
+        RecordedHttpStreamResponse.model_validate(
+            {
+                "kind": "http_stream",
+                "status_code": 200,
+                "headers": [HttpHeader(name="content-type", value="text/event-stream")],
+                "chunks": [RecordedStreamChunk.from_bytes(b"data: [DONE]\n\n")],
+                "body_b64": "",
+            }
+        )
+
+
+@pytest.mark.parametrize("sdk_call", (_multi_sdk_call, _polling_sdk_call))
+def test_multiple_provider_calls_record_and_replay_in_order(
+    sdk_call: Callable[[str, _FixtureInput], object],
+) -> None:
+    with _controlled_upstream() as upstream:
+        responses: Final = record_upstream_responses(
+            UpstreamEndpoint(base_url=upstream.url),
+            _case(sdk_call.__name__),
+            sdk_call,
+        )
+
+    assert len(responses) == 2
+    with replay_server() as provider:
+        for response in responses:
+            provider.enqueue_response(response)
+        sdk_call(provider.url, _case(sdk_call.__name__))
+        requests: Final = provider.take_requests(2)
+
+    assert len(requests) == 2
+
+
+@pytest.mark.asyncio
+@pytest.mark.parametrize("mode", ("sync", "async"))
+@pytest.mark.parametrize("failed", (False, True), ids=("completed", "application-error"))
+async def test_typed_stream_recording_cassette_replay_parity(
+    tmp_path: Path, mode: Literal["sync", "async"], failed: bool
+) -> None:
+    case_input: Final = _case("typed-stream")
+    outcomes: Final[queue.SimpleQueue[StreamOutcome]] = queue.SimpleQueue()
+
+    def record(api_base: str, sdk_input: _FixtureInput) -> None:
+        outcome: Final = (
+            consume_sync_stream(lambda: _sync_events(api_base, sdk_input))
+            if mode == "sync"
+            else asyncio.run(_consume_async_events(api_base, sdk_input))
+        )
+        outcomes.put(outcome)
+
+    with _controlled_upstream(_event_chunks(failed)) as upstream:
+        target: Final = RecordingTarget(
+            name="stream",
+            upstream=UpstreamEndpoint(upstream.url),
+            strategy=st.just(case_input),
+            invocation=_Invocation(record),
+        )
+        summary: Final = record_fixtures((target,), tmp_path, 1, 1, _ParityCase)
+
+    assert summary.failed == ()
+    assert len(summary.recorded) == 1
+    recorded: Final = outcomes.get_nowait()
+    loaded: Final = load_fixture(tmp_path / "stream", case_input, _ParityCase)
+    assert loaded is not None
+    response: Final = loaded.provider_responses[0]
+    assert isinstance(response, RecordedHttpStreamResponse)
+    assert response.status_code == 200
+    wire_bytes: Final = b"".join(chunk.data_bytes() for chunk in response.chunks)
+    assert wire_bytes == b"".join(_event_chunks(failed))
+    coalesced: Final = response.model_copy(update={"chunks": (RecordedStreamChunk.from_bytes(wire_bytes),)})
+
+    with replay_server() as provider:
+        first: Final = await _replay_events(mode, provider, response, case_input)
+        second: Final = await _replay_events(mode, provider, coalesced, case_input)
+    assert_request_parity(first.requests, second.requests)
+    assert len(first.requests) == 1
+    assert first.requests[0].body == {"id": case_input.identifier}
+    assert_stream_parity(recorded, first.response)
+    assert_stream_parity(first.response, second.response)
+    expected: Final = (_StreamEvent(kind="delta", value="café"), _StreamEvent(kind="delta", value="second"))
+    assert first.response.chunks == (expected if failed else (*expected, _StreamEvent(kind="done", value="")))
+    if failed:
+        assert isinstance(first.response.terminal, StreamFailed)
+        assert first.response.terminal.phase == "iteration"
+        assert first.response.terminal.exception_type is _StreamApplicationError
+        assert first.response.terminal.error.code == "invalid_input"
+        assert first.response.terminal.error.message == "invalid input"
+    else:
+        assert first.response.terminal == StreamCompleted()
diff --git a/tests/rust-python-harness/shared/parity/http.py b/tests/rust-python-harness/shared/parity/http.py
new file mode 100644
index 00000000000..c164e3c6549
--- /dev/null
+++ b/tests/rust-python-harness/shared/parity/http.py
@@ -0,0 +1,54 @@
+from __future__ import annotations
+
+from collections.abc import Iterable
+from typing import Final
+
+HOP_BY_HOP_HEADERS: Final[frozenset[str]] = frozenset(
+    {
+        "connection",
+        "keep-alive",
+        "proxy-authenticate",
+        "proxy-authorization",
+        "te",
+        "trailer",
+        "trailers",
+        "transfer-encoding",
+        "upgrade",
+    }
+)
+
+REQUEST_DROPPED_HEADERS: Final[frozenset[str]] = HOP_BY_HOP_HEADERS | {
+    "host",
+    "content-length",
+    "accept-encoding",
+}
+
+RESPONSE_DROPPED_HEADERS: Final[frozenset[str]] = HOP_BY_HOP_HEADERS | {
+    "content-encoding",
+    "content-length",
+    "set-cookie",
+}
+
+
+def connection_header_names(headers: Iterable[tuple[str, str]]) -> frozenset[str]:
+    return frozenset(
+        token.strip().lower()
+        for name, value in headers
+        if name.lower() == "connection"
+        for token in value.split(",")
+        if token.strip()
+    )
+
+
+def dropped_request_headers(headers: Iterable[tuple[str, str]]) -> frozenset[str]:
+    materialized: Final = tuple(headers)
+    return REQUEST_DROPPED_HEADERS | connection_header_names(materialized)
+
+
+def dropped_response_headers(headers: Iterable[tuple[str, str]]) -> frozenset[str]:
+    materialized: Final = tuple(headers)
+    return RESPONSE_DROPPED_HEADERS | connection_header_names(materialized)
+
+
+def is_streaming_response(content_type: str) -> bool:
+    return "text/event-stream" in content_type.lower()
diff --git a/tests/rust-python-harness/shared/parity/inprocess.py b/tests/rust-python-harness/shared/parity/inprocess.py
new file mode 100644
index 00000000000..36a73db9239
--- /dev/null
+++ b/tests/rust-python-harness/shared/parity/inprocess.py
@@ -0,0 +1,47 @@
+from __future__ import annotations
+
+from collections.abc import Awaitable, Callable
+from dataclasses import dataclass
+from typing import Final, Generic, TypeVar
+
+from .models import CapturedRequest
+from .recorded_http import RecordedResponse
+from .replay import ReplayServer
+
+ResponseT = TypeVar("ResponseT")
+
+
+@dataclass(frozen=True, slots=True)
+class InProcessExecution(Generic[ResponseT]):
+    requests: tuple[CapturedRequest, ...]
+    response: ResponseT
+
+
+def run_in_process(
+    provider: ReplayServer,
+    recorded_responses: tuple[RecordedResponse, ...],
+    call: Callable[[str], ResponseT],
+) -> InProcessExecution[ResponseT]:
+    for recorded_response in recorded_responses:
+        provider.enqueue_response(recorded_response)
+    try:
+        response: Final = call(provider.url)
+        return InProcessExecution(requests=provider.take_requests(len(recorded_responses)), response=response)
+    except Exception:
+        provider.reset()
+        raise
+
+
+async def run_in_process_async(
+    provider: ReplayServer,
+    recorded_responses: tuple[RecordedResponse, ...],
+    call: Callable[[str], Awaitable[ResponseT]],
+) -> InProcessExecution[ResponseT]:
+    for recorded_response in recorded_responses:
+        provider.enqueue_response(recorded_response)
+    try:
+        response: Final = await call(provider.url)
+        return InProcessExecution(requests=provider.take_requests(len(recorded_responses)), response=response)
+    except Exception:
+        provider.reset()
+        raise
diff --git a/tests/rust-python-harness/shared/parity/ledger.py b/tests/rust-python-harness/shared/parity/ledger.py
new file mode 100644
index 00000000000..40dfed583ae
--- /dev/null
+++ b/tests/rust-python-harness/shared/parity/ledger.py
@@ -0,0 +1,136 @@
+from __future__ import annotations
+
+import json
+from dataclasses import dataclass
+from pathlib import Path
+from typing import Any
+
+@dataclass(frozen=True, slots=True)
+class LedgerEntry:
+    python_file: str
+    python_test: str
+    status: str
+    rust_file: str
+    rust_test: str
+    justification: str
+    reason: str
+
+
+@dataclass(frozen=True, slots=True)
+class RustOnlyEntry:
+    rust_file: str
+    rust_test: str
+    reason: str
+
+
+@dataclass(frozen=True, slots=True)
+class TestLedger:
+    sdk_function: str
+    python_scope: tuple[str, ...]
+    rust_scope: tuple[str, ...]
+    entries: tuple[LedgerEntry, ...]
+    rust_only_tests: tuple[RustOnlyEntry, ...]
+
+    @property
+    def mapped_count(self) -> int:
+        return sum(1 for entry in self.entries if entry.status == "mapped")
+
+    @property
+    def total_count(self) -> int:
+        return len(self.entries)
+
+    @property
+    def percentage(self) -> float:
+        if self.total_count == 0:
+            return 0.0
+        return round(100.0 * self.mapped_count / self.total_count, 1)
+
+
+def _require_string(value: Any, field: str, source: Path) -> str:
+    if not isinstance(value, str) or not value.strip():
+        raise ValueError(f"{source}: {field} must be a non-empty string")
+    return value
+
+
+def _require_string_list(value: Any, field: str, source: Path) -> tuple[str, ...]:
+    if not isinstance(value, list) or not all(isinstance(item, str) and item for item in value):
+        raise ValueError(f"{source}: {field} must be a list of non-empty strings")
+    return tuple(value)
+
+
+def _load_entry(data: Any, index: int, source: Path) -> LedgerEntry:
+    if not isinstance(data, dict):
+        raise ValueError(f"{source}: entries[{index}] must be an object")
+    python_file = _require_string(data.get("python_file"), f"entries[{index}].python_file", source)
+    python_test = _require_string(data.get("python_test"), f"entries[{index}].python_test", source)
+    status = data.get("status")
+    if status not in ("mapped", "unmapped"):
+        raise ValueError(f"{source}: entries[{index}].status must be 'mapped' or 'unmapped'")
+
+    if status == "mapped":
+        rust_file = _require_string(data.get("rust_file"), f"entries[{index}].rust_file", source)
+        rust_test = _require_string(data.get("rust_test"), f"entries[{index}].rust_test", source)
+        justification = _require_string(
+            data.get("justification"), f"entries[{index}].justification", source
+        )
+        return LedgerEntry(
+            python_file=python_file,
+            python_test=python_test,
+            status=status,
+            rust_file=rust_file,
+            rust_test=rust_test,
+            justification=justification,
+            reason="",
+        )
+
+    reason = _require_string(data.get("reason"), f"entries[{index}].reason", source)
+    return LedgerEntry(
+        python_file=python_file,
+        python_test=python_test,
+        status=status,
+        rust_file="",
+        rust_test="",
+        justification="",
+        reason=reason,
+    )
+
+
+def _load_rust_only_entry(data: Any, index: int, source: Path) -> RustOnlyEntry:
+    if not isinstance(data, dict):
+        raise ValueError(f"{source}: rust_only_tests[{index}] must be an object")
+    return RustOnlyEntry(
+        rust_file=_require_string(data.get("rust_file"), f"rust_only_tests[{index}].rust_file", source),
+        rust_test=_require_string(data.get("rust_test"), f"rust_only_tests[{index}].rust_test", source),
+        reason=_require_string(data.get("reason"), f"rust_only_tests[{index}].reason", source),
+    )
+
+
+def load_ledger(path: Path) -> TestLedger:
+    with path.open(encoding="utf-8") as stream:
+        data = json.load(stream)
+
+    sdk_function = _require_string(data.get("sdk_function"), "sdk_function", path)
+    python_scope = _require_string_list(data.get("python_scope"), "python_scope", path)
+    rust_scope = _require_string_list(data.get("rust_scope"), "rust_scope", path)
+
+    entries_data = data.get("entries")
+    if not isinstance(entries_data, list):
+        raise ValueError(f"{path}: entries must be a list")
+    entries = tuple(
+        _load_entry(entry, index, path) for index, entry in enumerate(entries_data)
+    )
+
+    rust_only_data = data.get("rust_only_tests")
+    if not isinstance(rust_only_data, list):
+        raise ValueError(f"{path}: rust_only_tests must be a list")
+    rust_only_tests = tuple(
+        _load_rust_only_entry(entry, index, path) for index, entry in enumerate(rust_only_data)
+    )
+
+    return TestLedger(
+        sdk_function=sdk_function,
+        python_scope=python_scope,
+        rust_scope=rust_scope,
+        entries=entries,
+        rust_only_tests=rust_only_tests,
+    )
diff --git a/tests/rust-python-harness/shared/parity/models.py b/tests/rust-python-harness/shared/parity/models.py
new file mode 100644
index 00000000000..898b58d23ee
--- /dev/null
+++ b/tests/rust-python-harness/shared/parity/models.py
@@ -0,0 +1,145 @@
+from __future__ import annotations
+
+import base64
+from typing import Annotated, Final, Literal, cast
+
+from pydantic import BaseModel, ConfigDict, Field, JsonValue, TypeAdapter
+
+
+class CapturedRequest(BaseModel):
+    model_config = ConfigDict(frozen=True)
+
+    method: str
+    path: str
+    headers: tuple[tuple[str, str], ...]
+    body: JsonValue
+    user_agent: str | None
+
+
+class SDKSuccess(BaseModel):
+    model_config = ConfigDict(frozen=True)
+
+    status: Literal["ok"] = "ok"
+    response: JsonValue
+
+
+class SDKError(BaseModel):
+    model_config = ConfigDict(frozen=True)
+
+    status: Literal["error"] = "error"
+    exception_type: str
+    message: str
+    status_code: int | None
+    code: str | None
+    error_type: str | None
+    param: str | None
+    model: str | None
+    llm_provider: str | None
+
+
+class SDKJsonChunk(BaseModel):
+    model_config = ConfigDict(frozen=True)
+
+    kind: Literal["json"] = "json"
+    value: JsonValue
+
+
+class SDKBytesChunk(BaseModel):
+    model_config = ConfigDict(frozen=True)
+
+    kind: Literal["bytes"] = "bytes"
+    data_b64: str
+
+    def data_bytes(self) -> bytes:
+        return base64.b64decode(self.data_b64, validate=True)
+
+
+SDKChunk = Annotated[SDKJsonChunk | SDKBytesChunk, Field(discriminator="kind")]
+
+
+class SDKStreamCompleted(BaseModel):
+    model_config = ConfigDict(frozen=True)
+
+    kind: Literal["completed"] = "completed"
+
+
+class SDKStreamFailed(BaseModel):
+    model_config = ConfigDict(frozen=True)
+
+    kind: Literal["failed"] = "failed"
+    error: SDKError
+
+
+SDKStreamTerminal = Annotated[SDKStreamCompleted | SDKStreamFailed, Field(discriminator="kind")]
+
+
+class SDKStreamReport(BaseModel):
+    model_config = ConfigDict(frozen=True)
+
+    status: Literal["stream"] = "stream"
+    chunks: tuple[SDKChunk, ...]
+    terminal: SDKStreamTerminal
+
+
+SDKReport = Annotated[SDKSuccess | SDKError | SDKStreamReport, Field(discriminator="status")]
+JSON_VALUE_ADAPTER: Final[TypeAdapter[JsonValue]] = TypeAdapter(JsonValue)
+
+
+def sdk_chunk(value: object) -> SDKChunk:
+    if isinstance(value, bytes):
+        return SDKBytesChunk(data_b64=base64.b64encode(value).decode("ascii"))
+    if isinstance(value, BaseModel):
+        return SDKJsonChunk(value=JSON_VALUE_ADAPTER.validate_python(value.model_dump(mode="json")))
+    return SDKJsonChunk(value=JSON_VALUE_ADAPTER.validate_python(value))
+
+
+def _string_attribute(error: Exception, name: str) -> str | None:
+    value: Final = cast(object | None, getattr(error, name, None))
+    return None if value is None else str(value)
+
+
+def sdk_error_report(error: Exception) -> SDKError:
+    message, _, _ = str(error).partition("\nTraceback (most recent call last):")
+    raw_status_code: Final = cast(object | None, getattr(error, "status_code", None))
+    status_code: Final = raw_status_code if isinstance(raw_status_code, int) else None
+    return SDKError(
+        exception_type=f"{type(error).__module__}.{type(error).__qualname__}",
+        message=message.rstrip(),
+        status_code=status_code,
+        code=_string_attribute(error, "code"),
+        error_type=_string_attribute(error, "type"),
+        param=_string_attribute(error, "param"),
+        model=_string_attribute(error, "model"),
+        llm_provider=_string_attribute(error, "llm_provider"),
+    )
+
+
+class Execution(BaseModel):
+    model_config = ConfigDict(frozen=True)
+
+    requests: tuple[CapturedRequest, ...]
+    report: SDKReport
+
+
+class SDKCommand(BaseModel):
+    model_config = ConfigDict(frozen=True)
+
+    case_file: str
+    route: str
+
+
+class WorkerSuccess(BaseModel):
+    model_config = ConfigDict(frozen=True)
+
+    status: Literal["ok"] = "ok"
+    report: SDKReport
+
+
+class WorkerFailure(BaseModel):
+    model_config = ConfigDict(frozen=True)
+
+    status: Literal["error"] = "error"
+    error: str
+
+
+WorkerResult = Annotated[WorkerSuccess | WorkerFailure, Field(discriminator="status")]
diff --git a/tests/rust-python-harness/shared/parity/recorded_http.py b/tests/rust-python-harness/shared/parity/recorded_http.py
new file mode 100644
index 00000000000..940c5211753
--- /dev/null
+++ b/tests/rust-python-harness/shared/parity/recorded_http.py
@@ -0,0 +1,63 @@
+from __future__ import annotations
+
+import base64
+from typing import Annotated, Literal
+
+from pydantic import BaseModel, ConfigDict, Field
+
+
+class _RecordedHttpModel(BaseModel):
+    model_config = ConfigDict(frozen=True, extra="forbid")
+
+
+class HttpHeader(_RecordedHttpModel):
+    name: str
+    value: str
+
+
+class RecordedHttpResponse(_RecordedHttpModel):
+    kind: Literal["http"]
+    status_code: int
+    headers: tuple[HttpHeader, ...]
+    body_b64: str
+
+    @classmethod
+    def from_bytes(
+        cls,
+        status_code: int,
+        headers: tuple[HttpHeader, ...],
+        body: bytes,
+    ) -> RecordedHttpResponse:
+        return cls(
+            kind="http",
+            status_code=status_code,
+            headers=headers,
+            body_b64=base64.b64encode(body).decode("ascii"),
+        )
+
+    def body_bytes(self) -> bytes:
+        return base64.b64decode(self.body_b64, validate=True)
+
+
+class RecordedStreamChunk(_RecordedHttpModel):
+    data_b64: str
+
+    @classmethod
+    def from_bytes(cls, data: bytes) -> RecordedStreamChunk:
+        return cls(data_b64=base64.b64encode(data).decode("ascii"))
+
+    def data_bytes(self) -> bytes:
+        return base64.b64decode(self.data_b64, validate=True)
+
+
+class RecordedHttpStreamResponse(_RecordedHttpModel):
+    kind: Literal["http_stream"]
+    status_code: int
+    headers: tuple[HttpHeader, ...]
+    chunks: tuple[RecordedStreamChunk, ...]
+
+
+RecordedResponse = Annotated[
+    RecordedHttpResponse | RecordedHttpStreamResponse,
+    Field(discriminator="kind"),
+]
diff --git a/tests/rust-python-harness/shared/parity/replay.py b/tests/rust-python-harness/shared/parity/replay.py
new file mode 100644
index 00000000000..bde84aba3c4
--- /dev/null
+++ b/tests/rust-python-harness/shared/parity/replay.py
@@ -0,0 +1,147 @@
+from __future__ import annotations
+
+import base64
+import queue
+import threading
+from collections.abc import Generator
+from contextlib import contextmanager
+from http.server import BaseHTTPRequestHandler, ThreadingHTTPServer
+from typing import Final
+
+from pydantic import JsonValue, TypeAdapter
+
+from .fixtures.recording import local_response_header
+from .models import CapturedRequest
+from .recorded_http import RecordedHttpResponse, RecordedHttpStreamResponse, RecordedResponse
+
+JSON_VALUE: Final[TypeAdapter[JsonValue]] = TypeAdapter(JsonValue)
+EXCLUDED_REQUEST_HEADERS: Final = frozenset(
+    {
+        "host",
+        "content-length",
+        "connection",
+        "accept-encoding",
+        "user-agent",
+        "x-litellm-parity-route",
+    }
+)
+EXCLUDED_RESPONSE_HEADERS: Final = frozenset({"content-length", "transfer-encoding", "connection"})
+
+
+class ReplayServer(ThreadingHTTPServer):
+    daemon_threads = True
+
+    def __init__(self) -> None:
+        super().__init__(("127.0.0.1", 0), _ReplayHandler)
+        self.responses: queue.Queue[RecordedResponse] = queue.Queue()
+        self.requests: queue.Queue[CapturedRequest] = queue.Queue()
+
+    @property
+    def url(self) -> str:
+        return f"http://127.0.0.1:{self.server_address[1]}"
+
+    def enqueue_response(self, response: RecordedResponse) -> None:
+        self.responses.put(response)
+
+    def take_requests(self, expected_count: int) -> tuple[CapturedRequest, ...]:
+        request_count: Final = self.requests.qsize()
+        if request_count != expected_count:
+            raise AssertionError(f"expected exactly {expected_count} provider requests, received {request_count}")
+        return tuple(self.requests.get_nowait() for _ in range(request_count))
+
+    def reset(self) -> None:
+        while not self.responses.empty():
+            self.responses.get_nowait()
+        while not self.requests.empty():
+            self.requests.get_nowait()
+
+
+class _ReplayHandler(BaseHTTPRequestHandler):
+    protocol_version = "HTTP/1.1"
+
+    def do_POST(self) -> None:
+        self._replay()
+
+    def do_GET(self) -> None:
+        self._replay()
+
+    def do_PUT(self) -> None:
+        self._replay()
+
+    def do_PATCH(self) -> None:
+        self._replay()
+
+    def do_DELETE(self) -> None:
+        self._replay()
+
+    def _replay(self) -> None:
+        provider: Final = self.server
+        assert isinstance(provider, ReplayServer)
+        length: Final = int(self.headers.get("content-length") or "0")
+        raw_body: Final = self.rfile.read(length) if length else b""
+        content_type: Final = self.headers.get("content-type", "")
+        body: Final = (
+            JSON_VALUE.validate_json(raw_body)
+            if raw_body and content_type.lower().startswith("application/json")
+            else base64.b64encode(raw_body).decode("ascii")
+            if raw_body
+            else None
+        )
+        headers: Final = tuple(
+            sorted(
+                (name.lower(), value)
+                for name, value in self.headers.raw_items()
+                if name.lower() not in EXCLUDED_REQUEST_HEADERS
+            )
+        )
+        provider.requests.put(
+            CapturedRequest(
+                method=self.command,
+                path=self.path,
+                headers=headers,
+                body=body,
+                user_agent=self.headers.get("user-agent"),
+            )
+        )
+        try:
+            response: Final = provider.responses.get(timeout=5)
+        except queue.Empty:
+            self.send_error(500, "no replay response queued")
+            return
+        self.send_response_only(response.status_code)
+        for header in response.headers:
+            if header.name.lower() not in EXCLUDED_RESPONSE_HEADERS:
+                self.send_header(header.name, local_response_header(header.name, header.value, provider.url))
+        if isinstance(response, RecordedHttpResponse):
+            response_body: Final = response.body_bytes()
+            self.send_header("content-length", str(len(response_body)))
+            self.end_headers()
+            self.wfile.write(response_body)
+            return
+        assert isinstance(response, RecordedHttpStreamResponse)
+        self.send_header("transfer-encoding", "chunked")
+        self.end_headers()
+        for chunk in response.chunks:
+            data = chunk.data_bytes()
+            self.wfile.write(f"{len(data):X}\r\n".encode("ascii"))
+            self.wfile.write(data)
+            self.wfile.write(b"\r\n")
+            self.wfile.flush()
+        self.wfile.write(b"0\r\n\r\n")
+        self.wfile.flush()
+
+    def log_message(self, format: str, *args: object) -> None:
+        return
+
+
+@contextmanager
+def replay_server() -> Generator[ReplayServer]:
+    server: Final = ReplayServer()
+    thread: Final = threading.Thread(target=server.serve_forever, kwargs={"poll_interval": 0.01}, daemon=True)
+    thread.start()
+    try:
+        yield server
+    finally:
+        server.shutdown()
+        server.server_close()
+        thread.join(timeout=5)
diff --git a/tests/rust-python-harness/shared/parity/runner.py b/tests/rust-python-harness/shared/parity/runner.py
new file mode 100644
index 00000000000..5add5177113
--- /dev/null
+++ b/tests/rust-python-harness/shared/parity/runner.py
@@ -0,0 +1,198 @@
+from __future__ import annotations
+
+import asyncio
+import os
+import subprocess
+import sys
+from collections import deque
+from collections.abc import Callable, Generator
+from concurrent.futures import ThreadPoolExecutor, TimeoutError
+from contextlib import contextmanager
+from dataclasses import dataclass
+from pathlib import Path
+from typing import Final, TextIO, cast
+
+from pydantic import TypeAdapter, ValidationError
+
+from .models import (
+    Execution,
+    SDKCommand,
+    WorkerFailure,
+    WorkerResult,
+    WorkerSuccess,
+)
+from .recorded_http import RecordedResponse
+from .replay import ReplayServer, replay_server
+
+WORKER_RESULT_PREFIX: Final = "LITELLM_PARITY_RESULT "
+WORKER_RESULT_ADAPTER: Final[TypeAdapter[WorkerResult]] = TypeAdapter(WorkerResult)
+
+
+@dataclass(frozen=True, slots=True)
+class SubprocessRunner:
+    entrypoint: Path
+    baseline_user_agent: str
+    route_label: str
+
+    def command(self, provider_url: str) -> tuple[str, ...]:
+        return (
+            sys.executable,
+            "-m",
+            ".".join(
+                self.entrypoint.resolve().relative_to(Path(__file__).resolve().parents[4]).with_suffix("").parts
+            ),
+            "--parity-worker",
+            provider_url,
+        )
+
+
+@dataclass(frozen=True, slots=True)
+class ExecutionVariant:
+    name: str
+    environment: tuple[tuple[str, str], ...]
+
+
+class SubprocessWorker:
+    def __init__(self, runner: SubprocessRunner, provider: ReplayServer, variant: ExecutionVariant) -> None:
+        project_root: Final = str(Path(__file__).resolve().parents[4])
+        existing_pythonpath: Final = os.environ.get("PYTHONPATH")
+        env: Final = {
+            **os.environ,
+            **dict(variant.environment),
+            "LITELLM_USER_AGENT": runner.baseline_user_agent,
+            "PYTHONPATH": os.pathsep.join(path for path in (project_root, existing_pythonpath) if path),
+        }
+        self.mode: Final = variant.name
+        self.route_label: Final = runner.route_label
+        self.provider: Final = provider
+        self.process: Final = subprocess.Popen(
+            runner.command(provider.url),
+            stdin=subprocess.PIPE,
+            stdout=subprocess.PIPE,
+            stderr=subprocess.STDOUT,
+            text=True,
+            bufsize=1,
+            env=env,
+        )
+        self.output_reader: Final = ThreadPoolExecutor(max_workers=1)
+        self.recent_output: Final[deque[str]] = deque(maxlen=100)
+
+    def execute(
+        self,
+        case_file: Path,
+        route: str,
+        responses: tuple[RecordedResponse, ...],
+    ) -> Execution:
+        stdin: Final = self.process.stdin
+        if stdin is None or self.process.poll() is not None:
+            raise AssertionError(f"{self.mode} {self.route_label} worker exited before processing {case_file}")
+        for response in responses:
+            self.provider.enqueue_response(response)
+        command: Final = SDKCommand(case_file=str(case_file), route=route)
+        try:
+            stdin.write(f"{command.model_dump_json()}\n")
+            stdin.flush()
+            result: Final = self.output_reader.submit(self._read_result).result(timeout=60)
+        except TimeoutError as error:
+            self.provider.reset()
+            self.close()
+            raise AssertionError(
+                f"{self.mode} {self.route_label} worker timed out after 60s while processing {case_file}"
+            ) from error
+        except AssertionError:
+            self.provider.reset()
+            raise
+        except (BrokenPipeError, OSError) as error:
+            self.provider.reset()
+            raise AssertionError(self._failure_message(f"worker pipe failed while processing {case_file}")) from error
+        if isinstance(result, WorkerFailure):
+            self.provider.reset()
+            raise AssertionError(
+                f"{self.mode} {self.route_label} worker failed while processing {case_file}:\n{result.error}"
+            )
+        assert isinstance(result, WorkerSuccess)
+        try:
+            return Execution(requests=self.provider.take_requests(len(responses)), report=result.report)
+        except AssertionError:
+            self.provider.reset()
+            raise
+
+    def _read_result(self) -> WorkerResult:
+        process_stdout: Final = self.process.stdout
+        if process_stdout is None:
+            raise AssertionError(self._failure_message("worker stdout is unavailable"))
+        stdout: Final = cast(TextIO, process_stdout)
+        line: Final = stdout.readline()
+        if not line:
+            raise AssertionError(self._failure_message("worker exited without returning a result"))
+        stripped: Final = line.rstrip()
+        if not stripped.startswith(WORKER_RESULT_PREFIX):
+            self.recent_output.append(stripped)
+            return self._read_result()
+        payload: Final = stripped.removeprefix(WORKER_RESULT_PREFIX)
+        try:
+            return WORKER_RESULT_ADAPTER.validate_json(payload)
+        except ValidationError as error:
+            raise AssertionError(self._failure_message("worker returned an invalid result")) from error
+
+    def _failure_message(self, message: str) -> str:
+        output: Final = "\n".join(self.recent_output)
+        prefix: Final = f"{self.mode} {self.route_label}"
+        return f"{prefix} {message}" if not output else f"{prefix} {message}\noutput:\n{output}"
+
+    def close(self) -> None:
+        stdin: Final = self.process.stdin
+        if stdin is not None and not stdin.closed:
+            stdin.close()
+        try:
+            self.process.wait(timeout=10)
+        except subprocess.TimeoutExpired:
+            self.process.terminate()
+            self.process.wait(timeout=10)
+        self.output_reader.shutdown(wait=True, cancel_futures=True)
+
+
+@contextmanager
+def execution_worker(
+    runner: SubprocessRunner,
+    variant: ExecutionVariant,
+) -> Generator[SubprocessWorker]:
+    with replay_server() as provider:
+        worker: Final = SubprocessWorker(runner, provider, variant)
+        try:
+            yield worker
+        finally:
+            worker.close()
+
+
+def run_execution(
+    worker: SubprocessWorker,
+    case_file: Path,
+    route: str,
+    responses: tuple[RecordedResponse, ...],
+) -> Execution:
+    return worker.execute(case_file, route, responses)
+
+
+@contextmanager
+def execution_worker_pair(
+    runner: SubprocessRunner,
+    baseline: ExecutionVariant,
+    candidate: ExecutionVariant,
+) -> Generator[tuple[SubprocessWorker, SubprocessWorker]]:
+    with execution_worker(runner, baseline) as baseline_worker:
+        with execution_worker(runner, candidate) as candidate_worker:
+            yield baseline_worker, candidate_worker
+
+
+def parity_worker_main(
+    execute_command: Callable[[str, str, asyncio.AbstractEventLoop], WorkerResult],
+    mock_url: str,
+) -> None:
+    event_loop: Final = asyncio.new_event_loop()
+    try:
+        for line in sys.stdin:
+            sys.stdout.write(f"{WORKER_RESULT_PREFIX}{execute_command(line, mock_url, event_loop).model_dump_json()}\n")
+            sys.stdout.flush()
+    finally:
+        event_loop.close()
diff --git a/tests/rust-python-harness/shared/parity/stream.py b/tests/rust-python-harness/shared/parity/stream.py
new file mode 100644
index 00000000000..72e00d3b2bd
--- /dev/null
+++ b/tests/rust-python-harness/shared/parity/stream.py
@@ -0,0 +1,177 @@
+from __future__ import annotations
+
+from collections.abc import AsyncIterable, Awaitable, Callable, Iterable
+from dataclasses import dataclass
+from typing import Final, Literal, TypeAlias
+
+from .compare import assert_value_parity
+from .models import (
+    SDKError,
+    SDKReport,
+    SDKStreamCompleted,
+    SDKStreamFailed,
+    SDKStreamReport,
+    sdk_chunk,
+    sdk_error_report,
+)
+
+
+@dataclass(frozen=True, slots=True)
+class StreamCompleted:
+    kind: Literal["completed"] = "completed"
+
+
+@dataclass(frozen=True, slots=True)
+class StreamFailed:
+    phase: Literal["creation", "iteration"]
+    exception_type: type[BaseException]
+    error: SDKError
+    kind: Literal["failed"] = "failed"
+
+
+StreamTerminal: TypeAlias = StreamCompleted | StreamFailed
+
+
+@dataclass(frozen=True, slots=True)
+class StreamOutcome:
+    wrapper_type: type[object] | None
+    supports_sync_iteration: bool | None
+    supports_async_iteration: bool | None
+    chunks: tuple[object, ...]
+    chunk_types: tuple[type[object], ...]
+    terminal: StreamTerminal
+
+
+ChunkNormalizer: TypeAlias = Callable[[object], object]
+
+
+def drain_sync_stream(stream: Iterable[object]) -> None:
+    for _ in stream:
+        pass
+
+
+async def drain_async_stream(stream: AsyncIterable[object]) -> None:
+    async for _ in stream:
+        pass
+
+
+def capture_sync_stream(create: Callable[[], Iterable[object]]) -> SDKReport:
+    return _stream_report(consume_sync_stream(create))
+
+
+async def capture_async_stream(create: Callable[[], Awaitable[AsyncIterable[object]]]) -> SDKReport:
+    return _stream_report(await consume_async_stream(create))
+
+
+def _stream_report(outcome: StreamOutcome) -> SDKReport:
+    terminal: Final = outcome.terminal
+    if isinstance(terminal, StreamFailed) and terminal.phase == "creation":
+        return terminal.error
+    return SDKStreamReport(
+        chunks=tuple(sdk_chunk(chunk) for chunk in outcome.chunks),
+        terminal=SDKStreamFailed(error=terminal.error) if isinstance(terminal, StreamFailed) else SDKStreamCompleted(),
+    )
+
+
+def _failed(phase: Literal["creation", "iteration"], error: Exception) -> StreamFailed:
+    return StreamFailed(
+        phase=phase,
+        exception_type=type(error),
+        error=sdk_error_report(error),
+    )
+
+
+def consume_sync_stream(create: Callable[[], Iterable[object]]) -> StreamOutcome:
+    try:
+        stream: Final = create()
+    except Exception as error:
+        return StreamOutcome(
+            wrapper_type=None,
+            supports_sync_iteration=None,
+            supports_async_iteration=None,
+            chunks=(),
+            chunk_types=(),
+            terminal=_failed("creation", error),
+        )
+
+    chunks: list[object] = []  # mutable-ok: iterator consumption builds an ordered trace
+    try:
+        for chunk in stream:
+            chunks.append(chunk)  # noqa: PERF402  # partial trace is required if iteration raises
+    except Exception as error:
+        recorded: Final = tuple(chunks)
+        return StreamOutcome(
+            wrapper_type=type(stream),
+            supports_sync_iteration=hasattr(stream, "__iter__"),
+            supports_async_iteration=hasattr(stream, "__aiter__"),
+            chunks=recorded,
+            chunk_types=tuple(type(chunk) for chunk in recorded),
+            terminal=_failed("iteration", error),
+        )
+    completed_chunks: Final = tuple(chunks)
+    return StreamOutcome(
+        wrapper_type=type(stream),
+        supports_sync_iteration=hasattr(stream, "__iter__"),
+        supports_async_iteration=hasattr(stream, "__aiter__"),
+        chunks=completed_chunks,
+        chunk_types=tuple(type(chunk) for chunk in completed_chunks),
+        terminal=StreamCompleted(),
+    )
+
+
+async def consume_async_stream(create: Callable[[], Awaitable[AsyncIterable[object]]]) -> StreamOutcome:
+    try:
+        stream: Final = await create()
+    except Exception as error:
+        return StreamOutcome(
+            wrapper_type=None,
+            supports_sync_iteration=None,
+            supports_async_iteration=None,
+            chunks=(),
+            chunk_types=(),
+            terminal=_failed("creation", error),
+        )
+
+    chunks: list[object] = []  # mutable-ok: iterator consumption builds an ordered trace
+    try:
+        async for chunk in stream:
+            chunks.append(chunk)
+    except Exception as error:
+        recorded: Final = tuple(chunks)
+        return StreamOutcome(
+            wrapper_type=type(stream),
+            supports_sync_iteration=hasattr(stream, "__iter__"),
+            supports_async_iteration=hasattr(stream, "__aiter__"),
+            chunks=recorded,
+            chunk_types=tuple(type(chunk) for chunk in recorded),
+            terminal=_failed("iteration", error),
+        )
+    completed_chunks: Final = tuple(chunks)
+    return StreamOutcome(
+        wrapper_type=type(stream),
+        supports_sync_iteration=hasattr(stream, "__iter__"),
+        supports_async_iteration=hasattr(stream, "__aiter__"),
+        chunks=completed_chunks,
+        chunk_types=tuple(type(chunk) for chunk in completed_chunks),
+        terminal=StreamCompleted(),
+    )
+
+
+def normalize_chunk(chunk: object) -> object:
+    return chunk
+
+
+def assert_stream_parity(
+    baseline: StreamOutcome,
+    candidate: StreamOutcome,
+    *,
+    normalize: ChunkNormalizer = normalize_chunk,
+) -> None:
+    assert baseline.wrapper_type is candidate.wrapper_type
+    assert baseline.supports_sync_iteration is candidate.supports_sync_iteration
+    assert baseline.supports_async_iteration is candidate.supports_async_iteration
+    assert baseline.chunk_types == candidate.chunk_types
+    assert len(baseline.chunks) == len(candidate.chunks)
+    for index, (baseline_chunk, candidate_chunk) in enumerate(zip(baseline.chunks, candidate.chunks, strict=True)):
+        assert_value_parity(normalize(baseline_chunk), normalize(candidate_chunk), path=f"$.chunks[{index}]")
+    assert baseline.terminal == candidate.terminal
diff --git a/tests/rust-python-harness/shared/parity/test_parity.py b/tests/rust-python-harness/shared/parity/test_parity.py
new file mode 100644
index 00000000000..83daccdf8ba
--- /dev/null
+++ b/tests/rust-python-harness/shared/parity/test_parity.py
@@ -0,0 +1,190 @@
+from __future__ import annotations
+
+from types import MappingProxyType
+from typing import Final
+
+import pytest
+from pydantic import BaseModel, ConfigDict, JsonValue, PrivateAttr
+
+from .compare import assert_model_parity, assert_parity
+from .models import CapturedRequest, Execution, SDKError, SDKSuccess, sdk_error_report
+
+SENTINEL: Final = "python-parity-fallback"
+
+
+class _ComparableResponse(BaseModel):
+    value: str
+    _hidden_params: dict[str, object] = PrivateAttr(default_factory=dict)
+
+    def set_hidden_param(self, key: str, value: object) -> None:
+        self._hidden_params[key] = value
+
+
+class _DifferentResponse(BaseModel):
+    value: str
+
+
+class _FloatResponse(BaseModel):
+    values: list[float]
+
+
+class _PublicValue(BaseModel):
+    model_config = ConfigDict(extra="allow")
+
+    value: object
+
+
+class _PublicError(ValueError):
+    status_code: Final = 400
+
+
+def _execution(*, body: JsonValue = None, markdown: str = "same", user_agent: str | None = None) -> Execution:
+    return Execution(
+        requests=(
+            CapturedRequest(
+                method="POST",
+                path="/v1/test-route?mode=test",
+                headers=(("authorization", "Bearer test-key"), ("content-type", "application/json")),
+                body={"model": "test-model"} if body is None else body,
+                user_agent=user_agent,
+            ),
+        ),
+        report=SDKSuccess(response={"items": [{"text": markdown}], "model": "test-model"}),
+    )
+
+
+def test_parity_rejects_request_difference() -> None:
+    python: Final = _execution(user_agent=SENTINEL)
+    rust: Final = _execution(body={"model": "different"}, user_agent="litellm-rust")
+
+    with pytest.raises(AssertionError):
+        assert_parity(python, rust, SENTINEL)
+
+
+def test_parity_rejects_response_difference() -> None:
+    python: Final = _execution(user_agent=SENTINEL)
+    rust: Final = _execution(markdown="different", user_agent="litellm-rust")
+
+    with pytest.raises(AssertionError):
+        assert_parity(python, rust, SENTINEL)
+
+
+def test_parity_rejects_error_difference() -> None:
+    python: Final = Execution(
+        requests=(),
+        report=SDKError(
+            exception_type="litellm.exceptions.BadRequestError",
+            message="bad request",
+            status_code=400,
+            code=None,
+            error_type=None,
+            param=None,
+            model="test-model",
+            llm_provider="test-provider",
+        ),
+    )
+    rust: Final = python.model_copy(update={"report": python.report.model_copy(update={"status_code": 500})})
+
+    with pytest.raises(AssertionError):
+        assert_parity(python, rust, SENTINEL)
+
+
+def test_sdk_error_report_removes_traceback_but_keeps_public_fields() -> None:
+    error: Final = _PublicError("invalid input\nTraceback (most recent call last):\n  unstable")
+
+    report: Final = sdk_error_report(error)
+
+    assert report.exception_type.endswith("._PublicError")
+    assert report.message == "invalid input"
+    assert report.status_code == 400
+
+
+def test_parity_rejects_rust_fallback() -> None:
+    python: Final = _execution(user_agent=SENTINEL)
+    rust: Final = _execution(user_agent=SENTINEL)
+
+    with pytest.raises(AssertionError, match="fell back"):
+        assert_parity(python, rust, SENTINEL)
+
+
+def test_model_parity_compares_public_values_and_ignores_private_attrs() -> None:
+    python: Final = _ComparableResponse(value="same")
+    rust: Final = _ComparableResponse(value="same")
+    python.set_hidden_param("litellm_call_id", "python-id")
+    rust.set_hidden_param("litellm_call_id", "rust-id")
+
+    assert_model_parity(python, rust)
+
+
+def test_model_parity_rejects_public_value_difference() -> None:
+    python: Final = _ComparableResponse(value="python")
+    rust: Final = _ComparableResponse(value="rust")
+
+    with pytest.raises(AssertionError):
+        assert_model_parity(python, rust)
+
+
+def test_model_parity_rejects_type_difference() -> None:
+    with pytest.raises(AssertionError):
+        assert_model_parity(_ComparableResponse(value="same"), _DifferentResponse(value="same"))
+
+
+def test_model_parity_rejects_wire_float_rounding_difference() -> None:
+    with pytest.raises(AssertionError, match=r"\$\.values\[0\]"):
+        assert_model_parity(
+            _FloatResponse(values=[0.22590550796036835]),
+            _FloatResponse(values=[0.22590550796036837]),
+        )
+
+
+def test_model_parity_rejects_meaningful_float_difference() -> None:
+    with pytest.raises(AssertionError, match=r"\$\.values\[0\]"):
+        assert_model_parity(
+            _FloatResponse(values=[0.22590550796036835]),
+            _FloatResponse(values=[0.2259]),
+        )
+
+
+@pytest.mark.parametrize(
+    ("baseline", "candidate"),
+    (
+        (_ComparableResponse(value="same"), {"value": "same"}),
+        (_ComparableResponse(value="same"), _DifferentResponse(value="same")),
+        (True, 1),
+        (1, 1.0),
+        (["same"], ("same",)),
+        ({"value": "same"}, MappingProxyType({"value": "same"})),
+        ({True: "same"}, {1: "same"}),
+    ),
+    ids=("model-dict", "model-class", "bool-int", "int-float", "list-tuple", "mapping-class", "key-type"),
+)
+def test_model_parity_rejects_nested_type_changes(baseline: object, candidate: object) -> None:
+    with pytest.raises(AssertionError, match=r"\$\.value\[0\]"):
+        assert_model_parity(_PublicValue(value=[baseline]), _PublicValue(value=[candidate]))
+
+
+def test_model_parity_ignores_nested_private_attributes() -> None:
+    baseline: Final = _ComparableResponse(value="same")
+    candidate: Final = _ComparableResponse(value="same")
+    baseline.set_hidden_param("request_id", "baseline")
+    candidate.set_hidden_param("request_id", "candidate")
+
+    assert_model_parity(_PublicValue(value={"nested": [baseline]}), _PublicValue(value={"nested": [candidate]}))
+
+
+@pytest.mark.parametrize("extras", ({"provider_value": "changed"}, {}, {"provider_value": {"value": "same"}}))
+def test_model_parity_compares_public_extras(extras: dict[str, object]) -> None:
+    baseline: Final = _PublicValue.model_validate({"value": None, "provider_value": _ComparableResponse(value="same")})
+    candidate: Final = _PublicValue.model_validate({"value": None, **extras})
+
+    with pytest.raises(AssertionError):
+        assert_model_parity(baseline, candidate)
+
+
+def test_serialized_parity_rejects_boolean_integer_substitution() -> None:
+    with pytest.raises(AssertionError, match="type mismatch"):
+        assert_parity(
+            _execution(body={"enabled": True}, user_agent=SENTINEL),
+            _execution(body={"enabled": 1}, user_agent="candidate"),
+            SENTINEL,
+        )
diff --git a/tests/rust-python-harness/shared/parity/test_stream.py b/tests/rust-python-harness/shared/parity/test_stream.py
new file mode 100644
index 00000000000..48d3cec0407
--- /dev/null
+++ b/tests/rust-python-harness/shared/parity/test_stream.py
@@ -0,0 +1,344 @@
+from __future__ import annotations
+
+import queue
+from collections.abc import AsyncIterator, Iterator
+from typing import Final, Literal, NoReturn
+
+import pytest
+from pydantic import BaseModel, PrivateAttr, ValidationError
+
+from .models import (
+    SDKBytesChunk,
+    SDKError,
+    SDKJsonChunk,
+    SDKReport,
+    SDKStreamCompleted,
+    SDKStreamFailed,
+    SDKStreamReport,
+    sdk_error_report,
+)
+from .stream import (
+    StreamCompleted,
+    StreamFailed,
+    StreamOutcome,
+    assert_stream_parity,
+    capture_async_stream,
+    capture_sync_stream,
+    consume_async_stream,
+    consume_sync_stream,
+    drain_async_stream,
+    drain_sync_stream,
+)
+
+
+class _Chunk(BaseModel):
+    value: str
+    _hidden_params: dict[str, object] = PrivateAttr(default_factory=dict)
+
+    def set_hidden_param(self, key: str, value: object) -> None:
+        self._hidden_params[key] = value
+
+
+class _NestedChunk(BaseModel):
+    value: object
+
+
+class _SyncStream:
+    def __init__(self, chunks: tuple[object, ...], error: BaseException | None = None) -> None:
+        self.chunks: Final = chunks
+        self.error: Final = error
+
+    def __iter__(self) -> Iterator[object]:
+        yield from self.chunks
+        if self.error is not None:
+            raise self.error
+
+
+class _AsyncStream:
+    def __init__(self, chunks: tuple[object, ...], error: BaseException | None = None) -> None:
+        self.chunks: Final = chunks
+        self.error: Final = error
+
+    async def __aiter__(self) -> AsyncIterator[object]:
+        for chunk in self.chunks:
+            yield chunk
+        if self.error is not None:
+            raise self.error
+
+
+class _PublicStreamError(Exception):
+    def __init__(
+        self,
+        message: str = "invalid input",
+        *,
+        status_code: int = 400,
+        llm_provider: str = "test",
+        model: str = "test-model",
+        code: str = "invalid_input",
+        error_type: str = "validation_error",
+        param: str = "input",
+    ) -> None:
+        super().__init__(message)
+        self.status_code: Final = status_code
+        self.llm_provider: Final = llm_provider
+        self.model: Final = model
+        self.code: Final = code
+        self.type: Final = error_type
+        self.param: Final = param
+
+
+def _creation_error() -> NoReturn:
+    raise _PublicStreamError(status_code=429, llm_provider="test", model="test-model")
+
+
+async def _async_stream(chunks: tuple[object, ...], error: BaseException | None = None) -> _AsyncStream:
+    return _AsyncStream(chunks, error)
+
+
+async def _consume(
+    mode: Literal["sync", "async"], chunks: tuple[object, ...], error: Exception | None = None
+) -> StreamOutcome:
+    if mode == "sync":
+        return consume_sync_stream(lambda: _SyncStream(chunks, error))
+    return await consume_async_stream(lambda: _async_stream(chunks, error))
+
+
+async def _capture(
+    mode: Literal["sync", "async"], chunks: tuple[object, ...], error: Exception | None = None
+) -> SDKReport:
+    if mode == "sync":
+        return capture_sync_stream(lambda: _SyncStream(chunks, error))
+    return await capture_async_stream(lambda: _async_stream(chunks, error))
+
+
+def test_sync_stream_parity_compares_chunks_and_ignores_private_attrs() -> None:
+    python_chunk: Final = _Chunk(value="same")
+    accelerated_chunk: Final = _Chunk(value="same")
+    python_chunk.set_hidden_param("request_id", "python")
+    accelerated_chunk.set_hidden_param("request_id", "accelerated")
+    python: Final = consume_sync_stream(lambda: _SyncStream((python_chunk,)))
+    accelerated: Final = consume_sync_stream(lambda: _SyncStream((accelerated_chunk,)))
+
+    assert python.supports_sync_iteration is True
+    assert python.supports_async_iteration is False
+    assert_stream_parity(python, accelerated)
+
+
+def test_stream_parity_rejects_extra_chunk() -> None:
+    python: Final = consume_sync_stream(lambda: _SyncStream((_Chunk(value="one"),)))
+    accelerated: Final = consume_sync_stream(lambda: _SyncStream((_Chunk(value="one"), _Chunk(value="two"))))
+
+    with pytest.raises(AssertionError):
+        assert_stream_parity(python, accelerated)
+
+
+def test_stream_parity_rejects_chunk_value_difference() -> None:
+    python: Final = consume_sync_stream(lambda: _SyncStream((_Chunk(value="python"),)))
+    accelerated: Final = consume_sync_stream(lambda: _SyncStream((_Chunk(value="accelerated"),)))
+
+    with pytest.raises(AssertionError):
+        assert_stream_parity(python, accelerated)
+
+
+def test_stream_outcome_distinguishes_creation_and_iteration_errors() -> None:
+    creation: Final = consume_sync_stream(_creation_error)
+    iteration: Final = consume_sync_stream(
+        lambda: _SyncStream(
+            (_Chunk(value="before-error"),),
+            _PublicStreamError(status_code=429, llm_provider="test", model="test-model"),
+        )
+    )
+
+    assert isinstance(creation.terminal, StreamFailed)
+    assert creation.terminal.phase == "creation"
+    assert creation.chunks == ()
+    assert isinstance(iteration.terminal, StreamFailed)
+    assert iteration.terminal.phase == "iteration"
+    assert len(iteration.chunks) == 1
+    with pytest.raises(AssertionError):
+        assert_stream_parity(creation, iteration)
+
+
+@pytest.mark.asyncio
+async def test_async_stream_uses_same_trace_contract() -> None:
+    python_error: Final = _PublicStreamError(
+        "invalid input\nTraceback (most recent call last):\npython detail", status_code=500
+    )
+    accelerated_error: Final = _PublicStreamError(
+        "invalid input\nTraceback (most recent call last):\nrust detail", status_code=500
+    )
+    python: Final = await consume_async_stream(lambda: _async_stream((_Chunk(value="same"),), python_error))
+    accelerated: Final = await consume_async_stream(lambda: _async_stream((_Chunk(value="same"),), accelerated_error))
+
+    assert python.supports_sync_iteration is False
+    assert python.supports_async_iteration is True
+    assert_stream_parity(python, accelerated)
+
+
+def test_stream_parity_accepts_route_specific_chunk_normalizer() -> None:
+    python: Final = consume_sync_stream(lambda: _SyncStream((_Chunk(value="python-generated-id"),)))
+    accelerated: Final = consume_sync_stream(lambda: _SyncStream((_Chunk(value="rust-generated-id"),)))
+
+    assert_stream_parity(python, accelerated, normalize=lambda chunk: type(chunk))
+
+
+def test_drain_sync_stream_exhausts_lazy_iterator() -> None:
+    consumed: Final[queue.SimpleQueue[str]] = queue.SimpleQueue()
+
+    def chunks() -> Iterator[object]:
+        yield _Chunk(value="one")
+        consumed.put("complete")
+
+    drain_sync_stream(chunks())
+
+    assert consumed.get_nowait() == "complete"
+
+
+@pytest.mark.asyncio
+async def test_drain_async_stream_exhausts_lazy_iterator() -> None:
+    consumed: Final[queue.SimpleQueue[str]] = queue.SimpleQueue()
+
+    async def chunks() -> AsyncIterator[object]:
+        yield b"one"
+        consumed.put("complete")
+
+    await drain_async_stream(chunks())
+
+    assert consumed.get_nowait() == "complete"
+
+
+def test_capture_sync_stream_serializes_model_chunks_and_partial_failure() -> None:
+    report: Final = capture_sync_stream(
+        lambda: _SyncStream(
+            (_Chunk(value="before-error"),),
+            _PublicStreamError(status_code=429, llm_provider="test", model="test-model"),
+        )
+    )
+
+    assert isinstance(report, SDKStreamReport)
+    assert len(report.chunks) == 1
+    chunk: Final = report.chunks[0]
+    assert isinstance(chunk, SDKJsonChunk)
+    assert chunk.value == {"value": "before-error"}
+    assert isinstance(report.terminal, SDKStreamFailed)
+    assert report.terminal.error.status_code == 429
+
+
+@pytest.mark.asyncio
+async def test_capture_async_stream_serializes_message_bytes_in_order() -> None:
+    report: Final = await capture_async_stream(lambda: _async_stream((b"first", b"second")))
+
+    assert isinstance(report, SDKStreamReport)
+    assert tuple(chunk.data_bytes() for chunk in report.chunks if isinstance(chunk, SDKBytesChunk)) == (
+        b"first",
+        b"second",
+    )
+
+
+@pytest.mark.asyncio
+@pytest.mark.parametrize("mode", ("sync", "async"))
+@pytest.mark.parametrize(
+    "candidate_error",
+    (
+        ValueError("invalid input"),
+        _PublicStreamError("changed message"),
+        _PublicStreamError(status_code=429),
+        _PublicStreamError(code="changed_code"),
+        _PublicStreamError(error_type="changed_type"),
+        _PublicStreamError(param="changed_param"),
+        _PublicStreamError(model="changed_model"),
+        _PublicStreamError(llm_provider="changed_provider"),
+    ),
+    ids=("exception", "message", "status", "code", "type", "param", "model", "provider"),
+)
+async def test_stream_parity_rejects_public_error_changes(
+    mode: Literal["sync", "async"], candidate_error: Exception
+) -> None:
+    chunks: Final = (_Chunk(value="partial"),)
+    baseline: Final = await _consume(mode, chunks, _PublicStreamError())
+    candidate: Final = await _consume(mode, chunks, candidate_error)
+
+    with pytest.raises(AssertionError):
+        assert_stream_parity(baseline, candidate)
+
+
+@pytest.mark.asyncio
+@pytest.mark.parametrize("mode", ("sync", "async"))
+@pytest.mark.parametrize("candidate", (("one",), ("one", "two", "three"), ("two", "one"), ("one", "changed")))
+async def test_stream_parity_checks_event_sequence(mode: Literal["sync", "async"], candidate: tuple[str, ...]) -> None:
+    baseline: Final = await _consume(mode, (_Chunk(value="one"), _Chunk(value="two")))
+    changed: Final = await _consume(mode, tuple(_Chunk(value=value) for value in candidate))
+
+    with pytest.raises(AssertionError):
+        assert_stream_parity(baseline, changed)
+
+
+@pytest.mark.asyncio
+@pytest.mark.parametrize("mode", ("sync", "async"))
+async def test_stream_parity_preserves_nested_types_and_ignores_private_fields(mode: Literal["sync", "async"]) -> None:
+    first: Final = _Chunk(value="same")
+    second: Final = _Chunk(value="same")
+    first.set_hidden_param("request_id", "first")
+    second.set_hidden_param("request_id", "second")
+    baseline: Final = await _consume(mode, (_NestedChunk(value=[first]),))
+    candidate: Final = await _consume(mode, (_NestedChunk(value=[second]),))
+
+    assert_stream_parity(baseline, candidate)
+    changed: Final = await _consume(mode, (_NestedChunk(value=[{"value": "same"}]),))
+    with pytest.raises(AssertionError, match=r"\$\.chunks\[0\]\.value\[0\]"):
+        assert_stream_parity(baseline, changed)
+
+
+def test_stream_parity_rejects_wrapper_and_chunk_type_changes() -> None:
+    baseline: Final = consume_sync_stream(lambda: _SyncStream((_Chunk(value="same"),)))
+    different_wrapper: Final = consume_sync_stream(lambda: iter((_Chunk(value="same"),)))
+    different_chunk: Final = consume_sync_stream(lambda: _SyncStream(({"value": "same"},)))
+
+    with pytest.raises(AssertionError):
+        assert_stream_parity(baseline, different_wrapper)
+    with pytest.raises(AssertionError):
+        assert_stream_parity(baseline, different_chunk)
+
+
+@pytest.mark.asyncio
+@pytest.mark.parametrize("mode", ("sync", "async"))
+@pytest.mark.parametrize("error", (None, _PublicStreamError()))
+async def test_capture_keeps_serialization_failures_out_of_sdk_errors(
+    mode: Literal["sync", "async"], error: Exception | None
+) -> None:
+    with pytest.raises(ValidationError):
+        await _capture(mode, (_Chunk(value="valid"), object()), error)
+
+
+@pytest.mark.asyncio
+@pytest.mark.parametrize("mode", ("sync", "async"))
+async def test_empty_stream_completes(mode: Literal["sync", "async"]) -> None:
+    outcome: Final = await _consume(mode, ())
+    assert outcome.chunks == ()
+    assert outcome.terminal == StreamCompleted()
+    assert await _capture(mode, ()) == SDKStreamReport(chunks=(), terminal=SDKStreamCompleted())
+
+
+@pytest.mark.asyncio
+async def test_async_creation_error_matches_sync_capture() -> None:
+    async def create() -> _AsyncStream:
+        _creation_error()
+
+    sync: Final = consume_sync_stream(_creation_error)
+    asynchronous: Final = await consume_async_stream(create)
+    assert_stream_parity(sync, asynchronous)
+    assert isinstance(sync.terminal, StreamFailed)
+    assert sync.terminal.phase == "creation"
+    assert isinstance(capture_sync_stream(_creation_error), SDKError)
+    assert capture_sync_stream(_creation_error) == await capture_async_stream(create) == sync.terminal.error
+
+
+@pytest.mark.asyncio
+@pytest.mark.parametrize("mode", ("sync", "async"))
+async def test_capture_preserves_partial_output_and_complete_error(mode: Literal["sync", "async"]) -> None:
+    error: Final = _PublicStreamError()
+    report: Final = await _capture(mode, (_Chunk(value="partial"),), error)
+    assert report == SDKStreamReport(
+        chunks=(SDKJsonChunk(value={"value": "partial"}),),
+        terminal=SDKStreamFailed(error=sdk_error_report(error)),
+    )
diff --git a/tests/rust-python-harness/shared/reporting/__init__.py b/tests/rust-python-harness/shared/reporting/__init__.py
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/tests/rust-python-harness/shared/reporting/models.py b/tests/rust-python-harness/shared/reporting/models.py
new file mode 100644
index 00000000000..4ffacdce9ab
--- /dev/null
+++ b/tests/rust-python-harness/shared/reporting/models.py
@@ -0,0 +1,222 @@
+from __future__ import annotations
+
+from dataclasses import dataclass, field
+from enum import Enum
+from pathlib import Path
+from time import monotonic
+from typing import Iterable
+
+
+class Coverage(str, Enum):
+    COMPLETE = "complete"
+    PARTIAL = "partial"
+    PLANNED = "planned"
+    NOT_APPLICABLE = "not_applicable"
+
+
+class RunStatus(str, Enum):
+    NOT_RUN = "not_run"
+    QUEUED = "queued"
+    RUNNING = "running"
+    PASSED = "passed"
+    FAILED = "failed"
+    SKIPPED = "skipped"
+    ERROR = "error"
+    MISSING = "missing"
+    PLANNED = "planned"
+    NOT_APPLICABLE = "not_applicable"
+
+
+class ConfidenceLevel(str, Enum):
+    HIGH = "HIGH"
+    MEDIUM = "MEDIUM"
+    LOW = "LOW"
+
+
+SDK_FUNCTIONS = ("ocr", "messages", "responses", "count_tokens", "chat_completions", "transcription")
+
+
+@dataclass(frozen=True)
+class HarnessCase:
+    strategy_id: str
+    strategy_label: str
+    sdk_function: str
+    coverage: Coverage
+    selectors: tuple[str, ...]
+    note: str = ""
+    surface: str = "sdk"
+    unit_suite: str | None = None
+
+    @property
+    def key(self) -> str:
+        return f"{self.strategy_id}:{self.sdk_function}" if self.surface == "sdk" else f"{self.strategy_id}:gateway:{self.sdk_function}"
+
+
+@dataclass(frozen=True)
+class Strategy:
+    order: int
+    id: str
+    label: str
+    description: str
+    directory: Path
+    cases: tuple[HarnessCase, ...]
+
+
+@dataclass
+class CaseResult:
+    case: HarnessCase
+    status: RunStatus = RunStatus.NOT_RUN
+    collected: set[str] = field(default_factory=set)
+    completed: set[str] = field(default_factory=set)
+    passed: int = 0
+    failed: int = 0
+    skipped: int = 0
+    errors: int = 0
+    outcomes: dict[str, RunStatus] = field(default_factory=dict)
+    durations: dict[str, float] = field(default_factory=dict)
+
+    @property
+    def total(self) -> int:
+        return len(self.collected)
+
+    @property
+    def duration(self) -> float:
+        return sum(self.durations.values())
+
+    def record(self, nodeid: str, status: RunStatus, duration: float = 0.0) -> None:
+        """Record a terminal outcome, allowing teardown errors to replace a pass."""
+        self.outcomes[nodeid] = status
+        self.durations[nodeid] = self.durations.get(nodeid, 0.0) + duration
+        self.completed = set(self.outcomes)
+        values = tuple(self.outcomes.values())
+        self.passed = values.count(RunStatus.PASSED)
+        self.failed = values.count(RunStatus.FAILED)
+        self.skipped = values.count(RunStatus.SKIPPED)
+        self.errors = values.count(RunStatus.ERROR)
+        self.finalize()
+
+    def set_initial_status(self) -> None:
+        if self.case.coverage is Coverage.NOT_APPLICABLE:
+            self.status = RunStatus.NOT_APPLICABLE
+        elif not self.case.selectors and not self.case.unit_suite:
+            self.status = RunStatus.PLANNED
+        else:
+            self.status = RunStatus.QUEUED
+
+    def finalize(self) -> None:
+        if self.status in {RunStatus.NOT_APPLICABLE, RunStatus.PLANNED}:
+            return
+        if not self.collected:
+            self.status = RunStatus.MISSING
+        elif self.errors:
+            self.status = RunStatus.ERROR
+        elif self.failed:
+            self.status = RunStatus.FAILED
+        elif self.passed and len(self.completed) == len(self.collected):
+            self.status = RunStatus.PASSED
+        elif self.skipped and len(self.completed) == len(self.collected):
+            self.status = RunStatus.SKIPPED
+
+
+@dataclass
+class HarnessRun:
+    results: dict[str, CaseResult]
+    current_nodeid: str | None = None
+    failures: list[tuple[str, str]] = field(default_factory=list)
+    started_at: float = field(default_factory=monotonic)
+    finished_at: float | None = None
+
+    @property
+    def duration(self) -> float:
+        return (self.finished_at or monotonic()) - self.started_at
+
+    @property
+    def unique_tests(self) -> int:
+        return len(
+            {nodeid for result in self.results.values() for nodeid in result.collected}
+        )
+
+    @property
+    def completed_tests(self) -> int:
+        return len(
+            {nodeid for result in self.results.values() for nodeid in result.completed}
+        )
+
+    @classmethod
+    def from_cases(cls, cases: Iterable[HarnessCase]) -> "HarnessRun":
+        results = {case.key: CaseResult(case=case) for case in cases}
+        for result in results.values():
+            result.set_initial_status()
+        return cls(results=results)
+
+
+@dataclass(frozen=True)
+class SectionConfidence:
+    sdk_function: str
+    verified_strategies: int
+    required_strategies: int
+    level: ConfidenceLevel
+    details: tuple[str, ...]
+
+    @property
+    def percentage(self) -> int:
+        if not self.required_strategies:
+            return 0
+        return round(100 * self.verified_strategies / self.required_strategies)
+
+
+def section_confidence(
+    run: HarnessRun, strategies: Iterable[Strategy]
+) -> tuple[SectionConfidence, ...]:
+    strategy_list = tuple(strategies)
+    scores: list[SectionConfidence] = []
+    sections = tuple(dict.fromkeys((case.surface, case.sdk_function) for strategy in strategy_list for case in strategy.cases))
+    for surface, sdk_function in sections:
+        cases = tuple(
+            case
+            for strategy in strategy_list
+            for case in strategy.cases
+            if case.sdk_function == sdk_function and case.surface == surface
+            and case.coverage is not Coverage.NOT_APPLICABLE
+        )
+        verified = 0
+        details: list[str] = []
+        for case in cases:
+            result = run.results.get(case.key)
+            status = result.status if result is not None else RunStatus.NOT_RUN
+            if status is RunStatus.PASSED:
+                verified += 1
+            details.append(
+                f"{STATUS_LABELS[status]} {case.strategy_id} ({case.coverage.value})"
+            )
+        required = len(cases)
+        if required and verified == required:
+            level = ConfidenceLevel.HIGH
+        elif verified:
+            level = ConfidenceLevel.MEDIUM
+        else:
+            level = ConfidenceLevel.LOW
+        scores.append(
+            SectionConfidence(
+                sdk_function=sdk_function if surface == "sdk" else f"gateway/{sdk_function}",
+                verified_strategies=verified,
+                required_strategies=required,
+                level=level,
+                details=tuple(details),
+            )
+        )
+    return tuple(scores)
+
+
+STATUS_LABELS = {
+    RunStatus.NOT_RUN: "·",
+    RunStatus.QUEUED: "○",
+    RunStatus.RUNNING: "◉",
+    RunStatus.PASSED: "✓",
+    RunStatus.FAILED: "✗",
+    RunStatus.SKIPPED: "↷",
+    RunStatus.ERROR: "!",
+    RunStatus.MISSING: "?",
+    RunStatus.PLANNED: "—",
+    RunStatus.NOT_APPLICABLE: "n/a",
+}
diff --git a/tests/rust-python-harness/shared/reporting/orchestration.py b/tests/rust-python-harness/shared/reporting/orchestration.py
new file mode 100644
index 00000000000..5e1c0ff57d8
--- /dev/null
+++ b/tests/rust-python-harness/shared/reporting/orchestration.py
@@ -0,0 +1,65 @@
+from __future__ import annotations
+
+from collections.abc import Callable, Sequence
+from pathlib import Path
+from time import monotonic
+from typing import Final, Protocol
+
+from .models import HarnessCase, HarnessRun
+from .pytest_runner import UpdateCallback
+
+
+class StrategyRunner(Protocol):
+    def __call__(
+        self,
+        cases: Sequence[HarnessCase],
+        repo_root: Path,
+        on_update: UpdateCallback,
+        pytest_args: Sequence[str] = (),
+    ) -> tuple[int, HarnessRun]: ...
+
+
+def combine_reports(reports: Sequence[HarnessRun]) -> HarnessRun:
+    return HarnessRun(
+        results={key: result for report in reports for key, result in report.results.items()},
+        current_nodeid=next((report.current_nodeid for report in reversed(reports) if report.current_nodeid), None),
+        failures=[failure for report in reports for failure in report.failures],
+        started_at=min((report.started_at for report in reports), default=monotonic()),
+        finished_at=(
+            max((report.finished_at for report in reports if report.finished_at is not None), default=None)
+            if all(report.finished_at is not None for report in reports)
+            else None
+        ),
+    )
+
+
+def run_strategies(
+    cases: Sequence[HarnessCase],
+    repo_root: Path,
+    on_update: UpdateCallback,
+    pytest_args: Sequence[str],
+    resolve_runner: Callable[[str], StrategyRunner],
+) -> tuple[int, HarnessRun]:
+    strategy_ids: Final = tuple(dict.fromkeys(case.strategy_id for case in cases))
+
+    def execute(
+        remaining: tuple[str, ...], reports: tuple[HarnessRun, ...], codes: tuple[int, ...]
+    ) -> tuple[int, HarnessRun]:
+        if not remaining:
+            combined: Final = combine_reports(reports)
+            on_update(combined)
+            return next((code for code in codes if code), 0), combined
+        strategy_id, *tail = remaining
+        selected: Final = tuple(case for case in cases if case.strategy_id == strategy_id)
+        pending: Final = HarnessRun.from_cases(case for case in cases if case.strategy_id in tail)
+        code, report = resolve_runner(strategy_id)(
+            selected,
+            repo_root,
+            lambda current: on_update(combine_reports((*reports, current, pending))),
+            pytest_args,
+        )
+        if code in {2, 3, 4}:
+            return code, combine_reports((*reports, report, pending))
+        return execute(tuple(tail), (*reports, report), (*codes, code))
+
+    return execute(strategy_ids, (), ())
diff --git a/tests/rust-python-harness/shared/reporting/pytest_runner.py b/tests/rust-python-harness/shared/reporting/pytest_runner.py
new file mode 100644
index 00000000000..a7e73308f30
--- /dev/null
+++ b/tests/rust-python-harness/shared/reporting/pytest_runner.py
@@ -0,0 +1,172 @@
+from __future__ import annotations
+
+import os
+from collections.abc import Callable, Sequence
+from pathlib import Path
+from time import monotonic
+from typing import Final
+
+import pytest
+
+from .models import CaseResult, HarnessCase, HarnessRun, RunStatus
+
+UpdateCallback = Callable[[HarnessRun], None]
+
+
+def selector_matches_node(selector: str, nodeid: str) -> bool:
+    normalized_selector = selector.replace("\\", "/")
+    normalized_nodeid = nodeid.replace("\\", "/")
+    if normalized_selector.endswith("/"):
+        return normalized_nodeid.startswith(normalized_selector)
+    if "::" in normalized_selector:
+        return normalized_nodeid == normalized_selector or normalized_nodeid.startswith(
+            f"{normalized_selector}["
+        )
+    return normalized_nodeid == normalized_selector or normalized_nodeid.startswith(
+        f"{normalized_selector}::"
+    )
+
+
+def selector_path(selector: str) -> Path:
+    return Path(selector.split("::", 1)[0])
+
+
+def runnable_selectors(
+    cases: Sequence[HarnessCase], repo_root: Path
+) -> tuple[str, ...]:
+    selectors = {
+        selector
+        for case in cases
+        for selector in case.selectors
+        if (repo_root / selector_path(selector)).exists()
+    }
+    return tuple(sorted(selectors))
+
+
+class HarnessPytestPlugin:
+    def __init__(self, run: HarnessRun, on_update: UpdateCallback) -> None:
+        self.run = run
+        self.on_update = on_update
+        self.node_to_results: dict[str, list[CaseResult]] = {}
+
+    def _notify(self) -> None:
+        self.on_update(self.run)
+
+    def pytest_collection_modifyitems(self, items: list[pytest.Item]) -> None:
+        for item in items:
+            matched_results: list[CaseResult] = []
+            for result in self.run.results.values():
+                if any(
+                    selector_matches_node(selector, item.nodeid)
+                    for selector in result.case.selectors
+                ):
+                    result.collected.add(item.nodeid)
+                    matched_results.append(result)
+            if matched_results:
+                self.node_to_results[item.nodeid] = matched_results
+        for result in self.run.results.values():
+            if result.status is RunStatus.QUEUED and not result.collected:
+                result.status = RunStatus.MISSING
+        self._notify()
+
+    def pytest_runtest_logstart(
+        self, nodeid: str, location: tuple[str, int | None, str]
+    ) -> None:
+        del location
+        self.run.current_nodeid = nodeid
+        for result in self.node_to_results.get(nodeid, []):
+            if result.status not in {RunStatus.FAILED, RunStatus.ERROR}:
+                result.status = RunStatus.RUNNING
+        self._notify()
+
+    def pytest_runtest_logreport(self, report: pytest.TestReport) -> None:
+        if report.when not in {"setup", "call", "teardown"}:
+            return
+        results = self.node_to_results.get(report.nodeid, [])
+        if not results:
+            return
+
+        terminal = report.when == "call" or report.failed or report.skipped
+        if not terminal:
+            for result in results:
+                result.durations[report.nodeid] = (
+                    result.durations.get(report.nodeid, 0.0) + report.duration
+                )
+            return
+        for result in results:
+            if report.when == "teardown" and not report.failed:
+                result.durations[report.nodeid] = (
+                    result.durations.get(report.nodeid, 0.0) + report.duration
+                )
+                continue
+            if report.skipped:
+                status = RunStatus.SKIPPED
+            elif report.failed and report.when in {"setup", "teardown"}:
+                status = RunStatus.ERROR
+            elif report.failed:
+                status = RunStatus.FAILED
+            else:
+                status = RunStatus.PASSED
+            result.record(report.nodeid, status, report.duration)
+        if report.failed:
+            failure = (report.nodeid, str(report.longrepr))
+            if failure not in self.run.failures:
+                self.run.failures.append(failure)
+        self._notify()
+
+    def pytest_sessionfinish(
+        self, session: pytest.Session, exitstatus: int | pytest.ExitCode
+    ) -> None:
+        del session, exitstatus
+        self.run.current_nodeid = None
+        self.run.finished_at = monotonic()
+        for result in self.run.results.values():
+            result.finalize()
+        self._notify()
+
+
+def run_pytest(
+    cases: Sequence[HarnessCase],
+    repo_root: Path,
+    on_update: UpdateCallback,
+    pytest_args: Sequence[str] = (),
+) -> tuple[int, HarnessRun]:
+    run = HarnessRun.from_cases(cases)
+    selectors = runnable_selectors(cases, repo_root)
+    if not selectors:
+        for result in run.results.values():
+            result.finalize()
+        run.finished_at = monotonic()
+        on_update(run)
+        has_missing_test = any(
+            result.status is RunStatus.MISSING for result in run.results.values()
+        )
+        exit_code = (
+            int(pytest.ExitCode.TESTS_FAILED)
+            if has_missing_test
+            else int(pytest.ExitCode.OK)
+        )
+        return exit_code, run
+
+    plugin = HarnessPytestPlugin(run=run, on_update=on_update)
+    args: Final = (*selectors, "-q", "--tb=no", "--no-summary", "-o", "consider_namespace_packages=true", *pytest_args)
+    previous_directory = Path.cwd()
+    try:
+        os.chdir(repo_root)
+        exit_code = int(pytest.main(list(args), plugins=[plugin]))
+    finally:
+        os.chdir(previous_directory)
+    for result in run.results.values():
+        missing = tuple(
+            selector for selector in result.case.selectors
+            if not any(selector_matches_node(selector, node) for node in result.collected)
+        )
+        if missing:
+            result.status = RunStatus.MISSING
+            run.failures.extend((selector, "Configured selector collected no tests") for selector in missing)
+    on_update(run)
+    if exit_code == 0 and any(
+        result.status is RunStatus.MISSING for result in run.results.values()
+    ):
+        exit_code = int(pytest.ExitCode.TESTS_FAILED)
+    return exit_code, run
diff --git a/tests/rust-python-harness/shared/reporting/test_orchestration.py b/tests/rust-python-harness/shared/reporting/test_orchestration.py
new file mode 100644
index 00000000000..8aea6d67e6e
--- /dev/null
+++ b/tests/rust-python-harness/shared/reporting/test_orchestration.py
@@ -0,0 +1,47 @@
+from __future__ import annotations
+
+from pathlib import Path
+from typing import Final
+
+from .models import Coverage, HarnessCase, RunStatus
+from .orchestration import run_strategies
+from .pytest_runner import run_pytest
+
+
+def test_combines_independent_strategy_reports_and_keeps_failures(tmp_path: Path) -> None:
+    (tmp_path / "test_first.py").write_text("def test_first():\n    assert 1 == 2\n")
+    (tmp_path / "test_second.py").write_text("def test_second():\n    assert True\n")
+    cases: Final = tuple(
+        HarnessCase(
+            strategy_id=name,
+            strategy_label=name,
+            sdk_function="ocr",
+            coverage=Coverage.COMPLETE,
+            selectors=(f"test_{name}.py",),
+        )
+        for name in ("first", "second")
+    )
+    code, report = run_strategies(cases, tmp_path, lambda _: None, (), lambda _: run_pytest)
+    assert code == 1
+    assert report.results["first:ocr"].status is RunStatus.FAILED
+    assert report.results["second:ocr"].status is RunStatus.PASSED
+    assert report.completed_tests == 2
+    assert len(report.failures) == 1
+    assert "assert 1 == 2" in report.failures[0][1]
+    assert "terminalreporter" not in report.failures[0][1]
+
+
+def test_missing_selector_cannot_hide_behind_a_passing_surface(tmp_path: Path) -> None:
+    (tmp_path / "test_present.py").write_text("def test_present():\n    assert True\n")
+    case: Final = HarnessCase(
+        strategy_id="e2e_parity",
+        strategy_label="End-to-end parity",
+        sdk_function="ocr",
+        surface="gateway",
+        coverage=Coverage.PARTIAL,
+        selectors=("test_present.py", "test_missing.py"),
+    )
+    code, report = run_pytest((case,), tmp_path, lambda _: None)
+    assert code == 1
+    assert report.results["e2e_parity:gateway:ocr"].status is RunStatus.MISSING
+    assert ("test_missing.py", "Configured selector collected no tests") in report.failures
diff --git a/tests/rust-python-harness/shared/reporting/ui.py b/tests/rust-python-harness/shared/reporting/ui.py
new file mode 100644
index 00000000000..3807af8c53b
--- /dev/null
+++ b/tests/rust-python-harness/shared/reporting/ui.py
@@ -0,0 +1,299 @@
+from __future__ import annotations
+
+import os
+import shlex
+import sys
+from collections.abc import Sequence
+from contextlib import AbstractContextManager
+from pathlib import Path
+from typing import Any
+
+from .models import (
+    Coverage,
+    HarnessRun,
+    RunStatus,
+    Strategy,
+    section_confidence,
+)
+
+STATUS_GLYPHS = {
+    RunStatus.NOT_RUN: "·",
+    RunStatus.QUEUED: "○",
+    RunStatus.RUNNING: "◉",
+    RunStatus.PASSED: "✓",
+    RunStatus.FAILED: "✗",
+    RunStatus.SKIPPED: "↷",
+    RunStatus.ERROR: "!",
+    RunStatus.MISSING: "?",
+    RunStatus.PLANNED: "—",
+    RunStatus.NOT_APPLICABLE: "n/a",
+}
+
+STATUS_STYLES = {
+    RunStatus.QUEUED: "dim",
+    RunStatus.RUNNING: "bold cyan",
+    RunStatus.PASSED: "bold green",
+    RunStatus.FAILED: "bold red",
+    RunStatus.SKIPPED: "yellow",
+    RunStatus.ERROR: "bold red",
+    RunStatus.MISSING: "magenta",
+    RunStatus.PLANNED: "dim",
+    RunStatus.NOT_APPLICABLE: "dim",
+}
+
+
+def _format_duration(seconds: float) -> str:
+    if seconds < 1:
+        return f"{seconds * 1000:.0f}ms"
+    if seconds < 60:
+        return f"{seconds:.1f}s"
+    return f"{int(seconds // 60)}m {seconds % 60:.0f}s"
+
+
+def _rerun_command(nodeid: str) -> str:
+    if nodeid.startswith("unit-suite:"):
+        return "uv run python -m tests.rust-python-harness.strategies.unit_tests.runner --plain"
+    return f"poetry run pytest {shlex.quote(nodeid)} -q -o consider_namespace_packages=true"
+
+
+def _summary(run: HarnessRun) -> tuple[int, int, int, int]:
+    outcomes: dict[str, RunStatus] = {}
+    for result in run.results.values():
+        outcomes.update(result.outcomes)
+    return (
+        list(outcomes.values()).count(RunStatus.PASSED),
+        list(outcomes.values()).count(RunStatus.FAILED),
+        list(outcomes.values()).count(RunStatus.ERROR),
+        list(outcomes.values()).count(RunStatus.SKIPPED),
+    )
+
+
+def _cell_text(run: HarnessRun, strategy_id: str, sdk_function: str, surface: str = "sdk") -> tuple[str, str]:
+    key = f"{strategy_id}:{sdk_function}" if surface == "sdk" else f"{strategy_id}:gateway:{sdk_function}"
+    result = run.results.get(key)
+    if result is None:
+        return "", ""
+    counts = ""
+    if result.total:
+        counts = f" {len(result.completed)}/{result.total}"
+    coverage = " ◐" if result.case.coverage is Coverage.PARTIAL else ""
+    return f"{STATUS_GLYPHS[result.status]}{counts}{coverage}", STATUS_STYLES.get(
+        result.status, ""
+    )
+
+
+class RichDashboard(AbstractContextManager["RichDashboard"]):
+    def __init__(
+        self,
+        strategies: Sequence[Strategy],
+        confidence_strategies: Sequence[Strategy],
+    ) -> None:
+        from rich.console import Console
+        from rich.live import Live
+
+        self.strategies = strategies
+        self.confidence_strategies = confidence_strategies
+        self.console = Console()
+        self.live: Any = Live(
+            console=self.console, refresh_per_second=12, transient=False
+        )
+
+    def _table(self, run: HarnessRun) -> Any:
+        from rich import box
+        from rich.table import Table
+        from rich.text import Text
+
+        columns = tuple(dict.fromkeys((case.surface, case.sdk_function) for strategy in self.strategies for case in strategy.cases))
+        narrow = self.console.width < 96
+        if narrow:
+            table = Table(box=box.SIMPLE_HEAVY, expand=True, show_header=False)
+            table.add_column("Strategy", ratio=3)
+            table.add_column("Results", ratio=5)
+            for strategy in self.strategies:
+                values = []
+                for surface, sdk_function in columns:
+                    value, style = _cell_text(run, strategy.id, sdk_function, surface)
+                    if value:
+                        values.append(
+                            Text.assemble((f"{surface}/{sdk_function} ", "dim"), (value, style))
+                        )
+                table.add_row(strategy.label, Text("  ").join(values))
+            return table
+
+        table = Table(box=box.ROUNDED, expand=True, title="Strategy × API")
+        table.add_column("Strategy", ratio=3)
+        for surface, label in columns:
+            table.add_column(label if surface == "sdk" else f"gateway/{label}", justify="center", ratio=1)
+        for strategy in self.strategies:
+            cells = []
+            for surface, sdk_function in columns:
+                value, style = _cell_text(run, strategy.id, sdk_function, surface)
+                cells.append(Text(value, style=style))
+            table.add_row(strategy.label, *cells)
+        return table
+
+    def __enter__(self) -> "RichDashboard":
+        self.live.__enter__()
+        return self
+
+    def __exit__(self, *args: object) -> None:
+        self.live.__exit__(*args)
+
+    def update(self, run: HarnessRun) -> None:
+        from rich.markup import escape
+        from rich.panel import Panel
+
+        active = run.current_nodeid or "Waiting for test events…"
+        if len(active) > max(40, self.console.width - 16):
+            active = f"…{active[-(self.console.width - 17):]}"
+        passed, failed, errors, skipped = _summary(run)
+        progress = (
+            f"[bold]{run.completed_tests}/{run.unique_tests}[/bold] tests  "
+            f"[green]{passed} passed[/green]  [red]{failed + errors} failed[/red]  "
+            f"[yellow]{skipped} skipped[/yellow]  [dim]{_format_duration(run.duration)}[/dim]"
+        )
+        legend = "✓ pass  ✗ fail  ! error  ↷ skip\n? configured test missing  — planned  ◐ partial coverage"
+        self.live.update(
+            Panel(
+                self._table(run),
+                title="⚡ Rust ↔ Python parity lab",
+                subtitle=f"{progress}\n[dim]{escape(active)}[/dim]\n{legend}",
+                border_style="cyan",
+            )
+        )
+
+    def finish(self, run: HarnessRun, exit_code: int) -> None:
+        self.update(run)
+        if run.failures:
+            from rich.markup import escape
+            from rich.panel import Panel
+
+            for nodeid, detail in run.failures[:5]:
+                rerun = _rerun_command(nodeid)
+                self.console.print(
+                    Panel(
+                        f"{escape(detail)}\n\n[bold]Rerun just this test[/bold]\n"
+                        f"[cyan]{escape(rerun)}[/cyan]",
+                        title=f"✗ {escape(nodeid)}",
+                        border_style="red",
+                    )
+                )
+        durations: dict[str, float] = {}
+        for result in run.results.values():
+            for nodeid, duration in result.durations.items():
+                durations[nodeid] = max(duration, durations.get(nodeid, 0.0))
+        if durations:
+            slow = sorted(durations.items(), key=lambda item: item[1], reverse=True)[:3]
+            self.console.print(
+                "[bold]Slowest tests[/bold]  "
+                + "  •  ".join(
+                    f"{Path(nodeid).name} [dim]{_format_duration(duration)}[/dim]"
+                    for nodeid, duration in slow
+                )
+            )
+        from rich import box
+        from rich.table import Table
+
+        confidence_table = Table(
+            title="Port confidence by API", box=box.ROUNDED, expand=True
+        )
+        confidence_table.add_column("SDK section")
+        confidence_table.add_column("Score", justify="right")
+        confidence_table.add_column("Confidence")
+        confidence_table.add_column("Strategy evidence", ratio=4)
+        confidence_styles = {"HIGH": "green", "MEDIUM": "yellow", "LOW": "red"}
+        for score in section_confidence(run, self.confidence_strategies):
+            confidence_table.add_row(
+                score.sdk_function,
+                f"{score.verified_strategies}/{score.required_strategies}  {score.percentage}%",
+                f"[{confidence_styles[score.level.value]}]{score.level.value}[/]",
+                "  ".join(score.details),
+            )
+        self.console.print(confidence_table)
+        self.console.print(
+            "[dim]Score = required strategies with passing evidence. "
+            "LOC coverage remains a separate report.[/dim]"
+        )
+        style = "green" if exit_code == 0 else "red"
+        self.console.print(
+            f"[{style}]Harness finished in {_format_duration(run.duration)} "
+            f"(exit {exit_code})[/{style}]"
+        )
+
+
+class PlainDashboard(AbstractContextManager["PlainDashboard"]):
+    def __init__(
+        self,
+        strategies: Sequence[Strategy],
+        confidence_strategies: Sequence[Strategy],
+    ) -> None:
+        self.strategies = strategies
+        self.confidence_strategies = confidence_strategies
+        self._seen: dict[str, tuple[RunStatus, int]] = {}
+
+    def __enter__(self) -> "PlainDashboard":
+        print("Rust <-> Python SDK parity harness", flush=True)
+        return self
+
+    def __exit__(self, *args: object) -> None:
+        return None
+
+    def update(self, run: HarnessRun) -> None:
+        for key, result in run.results.items():
+            state = (result.status, len(result.completed))
+            if self._seen.get(key) != state:
+                self._seen[key] = state
+                progress = (
+                    f" {len(result.completed)}/{result.total}" if result.total else ""
+                )
+                print(
+                    f"{STATUS_GLYPHS[result.status]} {key}: {result.status.value}{progress}",
+                    flush=True,
+                )
+
+    def finish(self, run: HarnessRun, exit_code: int) -> None:
+        self.update(run)
+        passed, failed, errors, skipped = _summary(run)
+        print(
+            f"Summary: {passed} passed, {failed} failed, {errors} errors, "
+            f"{skipped} skipped in {_format_duration(run.duration)}",
+            flush=True,
+        )
+        for nodeid, detail in run.failures[:5]:
+            print(f"{nodeid}: {detail}", flush=True)
+            print(f"Rerun: {_rerun_command(nodeid)}", flush=True)
+        print("Port confidence by API", flush=True)
+        for score in section_confidence(run, self.confidence_strategies):
+            print(
+                f"  {score.sdk_function:12} "
+                f"{score.verified_strategies}/{score.required_strategies} "
+                f"{score.percentage:3}% {score.level.value:6}  "
+                f"{' | '.join(score.details)}",
+                flush=True,
+            )
+        print(
+            "  Score = required strategies with passing evidence; LOC is reported separately.",
+            flush=True,
+        )
+        print(f"Harness finished with exit code {exit_code}", flush=True)
+
+
+def make_dashboard(
+    strategies: Sequence[Strategy],
+    plain: bool = False,
+    confidence_strategies: Sequence[Strategy] | None = None,
+) -> RichDashboard | PlainDashboard:
+    confidence_strategies = confidence_strategies or strategies
+    interactive_terminal = (
+        sys.stdout.isatty()
+        and not os.environ.get("CI")
+        and os.environ.get("TERM") != "dumb"
+    )
+    if not plain and interactive_terminal:
+        try:
+            import rich  # noqa: F401
+
+            return RichDashboard(strategies, confidence_strategies)
+        except ImportError:
+            pass
+    return PlainDashboard(strategies, confidence_strategies)
diff --git a/tests/rust-python-harness/shared/tracing/__init__.py b/tests/rust-python-harness/shared/tracing/__init__.py
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/tests/rust-python-harness/shared/tracing/compare.py b/tests/rust-python-harness/shared/tracing/compare.py
new file mode 100644
index 00000000000..9c43bea6c0e
--- /dev/null
+++ b/tests/rust-python-harness/shared/tracing/compare.py
@@ -0,0 +1,57 @@
+from __future__ import annotations
+
+from collections import Counter
+from collections.abc import Mapping, Sequence
+from dataclasses import dataclass
+from typing import Final
+
+
+@dataclass(frozen=True, slots=True)
+class Operation:
+    name: str
+    started: int
+    finished: int
+
+
+def compare_traces(
+    python: Sequence[Operation],
+    rust: Sequence[Operation],
+    mapping: Mapping[str, str],
+    required_order: Sequence[tuple[str, str]] = (),
+) -> tuple[str, ...]:
+    python_names: Final = {operation.name for operation in python}
+    rust_names: Final = {operation.name for operation in rust}
+    problems: Final = (
+        *(f"unmapped Python operation: {name}" for name in sorted(python_names - mapping.keys())),
+        *(f"unmapped Rust operation: {name}" for name in sorted(rust_names - set(mapping.values()))),
+        *(f"ambiguous Rust operation: {name}" for name, count in Counter(mapping.values()).items() if count > 1),
+        *(
+            f"invalid interval: {operation.name}"
+            for operation in (*python, *rust)
+            if operation.started > operation.finished
+        ),
+    )
+    if problems:
+        return problems
+    python_counts: Final = Counter(operation.name for operation in python)
+    rust_counts: Final = Counter(operation.name for operation in rust)
+    counts: Final = tuple(
+        f"call count differs for {name}: Python={python_counts[name]}, Rust={rust_counts[target]}"
+        for name, target in mapping.items()
+        if python_counts[name] != rust_counts[target]
+    )
+    ordering: Final = tuple(
+        f"{label}: required order {before} before {after} was not observed"
+        for before, after in required_order
+        for label, operations, first, second in (
+            ("Python", python, before, after),
+            ("Rust", rust, mapping.get(before), mapping.get(after)),
+        )
+        if not first
+        or not second
+        or not any(operation.name == first for operation in operations)
+        or not any(operation.name == second for operation in operations)
+        or max(operation.finished for operation in operations if operation.name == first)
+        > min(operation.started for operation in operations if operation.name == second)
+    )
+    return (*counts, *ordering)
diff --git a/tests/rust-python-harness/shared/tracing/test_compare.py b/tests/rust-python-harness/shared/tracing/test_compare.py
new file mode 100644
index 00000000000..2dfad24846b
--- /dev/null
+++ b/tests/rust-python-harness/shared/tracing/test_compare.py
@@ -0,0 +1,33 @@
+from __future__ import annotations
+
+import pytest
+
+from .compare import Operation, compare_traces
+
+
+@pytest.mark.parametrize(
+    ("rust", "message"),
+    (
+        ((Operation("decode", 0, 1), Operation("send", 2, 3)), None),
+        ((Operation("decode", 0, 1), Operation("send", 2, 3), Operation("send", 4, 5)), "call count differs"),
+        ((Operation("send", 0, 1), Operation("decode", 2, 3)), "required order"),
+        ((Operation("decode", 0, 4), Operation("send", 2, 3)), "required order"),
+        ((Operation("decode", 0, 1), Operation("unknown", 2, 3)), "unmapped Rust"),
+    ),
+)
+def test_compare_mapped_calls_and_required_completion_order(rust: tuple[Operation, ...], message: str | None) -> None:
+    problems = compare_traces(
+        (Operation("parse", 0, 1), Operation("request", 2, 3)),
+        rust,
+        {"parse": "decode", "request": "send"},
+        (("parse", "request"),),
+    )
+    if message is None:
+        assert problems == ()
+    else:
+        assert any(message in problem for problem in problems)
+
+
+def test_missing_required_operations_and_ambiguous_mappings_fail() -> None:
+    assert compare_traces((), (), {"parse": "decode"}, (("parse", "request"),))
+    assert compare_traces((), (), {"parse": "decode", "request": "decode"}) == ("ambiguous Rust operation: decode",)
diff --git a/tests/rust-python-harness/strategies/__init__.py b/tests/rust-python-harness/strategies/__init__.py
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/tests/rust-python-harness/strategies/e2e_parity/README.md b/tests/rust-python-harness/strategies/e2e_parity/README.md
new file mode 100644
index 00000000000..17643e69676
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/README.md
@@ -0,0 +1,5 @@
+# E2E Parity
+
+Run independently with `uv run python -m tests.rust-python-harness.strategies.e2e_parity.runner --plain`. Configure SDK and gateway selectors in `strategy.json`; keep API-specific execution and fixtures in their owning surface folder
+
+See [the harness guide](../../README.md) for coverage status and shared comparison tools
diff --git a/tests/rust-python-harness/strategies/e2e_parity/__init__.py b/tests/rust-python-harness/strategies/e2e_parity/__init__.py
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/tests/rust-python-harness/strategies/e2e_parity/gateway/__init__.py b/tests/rust-python-harness/strategies/e2e_parity/gateway/__init__.py
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/tests/rust-python-harness/strategies/e2e_parity/runner.py b/tests/rust-python-harness/strategies/e2e_parity/runner.py
new file mode 100644
index 00000000000..2886c823370
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/runner.py
@@ -0,0 +1,26 @@
+from __future__ import annotations
+
+from collections.abc import Sequence
+from pathlib import Path
+
+from ...shared.reporting.models import HarnessCase, HarnessRun
+from ...shared.reporting.pytest_runner import UpdateCallback, run_pytest
+
+
+def run(
+    cases: Sequence[HarnessCase],
+    repo_root: Path,
+    on_update: UpdateCallback,
+    pytest_args: Sequence[str] = (),
+) -> tuple[int, HarnessRun]:
+    return run_pytest(cases, repo_root, on_update, pytest_args)
+
+
+def main(argv: Sequence[str] | None = None) -> int:
+    from ...cli import main as harness_main
+
+    return harness_main(argv, strategy_id="e2e_parity")
+
+
+if __name__ == "__main__":
+    raise SystemExit(main())
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/__init__.py b/tests/rust-python-harness/strategies/e2e_parity/sdk/__init__.py
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/chat_completions/__init__.py b/tests/rust-python-harness/strategies/e2e_parity/sdk/chat_completions/__init__.py
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/messages/__init__.py b/tests/rust-python-harness/strategies/e2e_parity/sdk/messages/__init__.py
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/__init__.py b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/__init__.py
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/conftest.py b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/conftest.py
new file mode 100644
index 00000000000..37d78a7df4c
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/conftest.py
@@ -0,0 +1,43 @@
+from __future__ import annotations
+
+from typing import Final
+
+import pytest
+
+from .....shared.parity.fixtures.pytest_support import parametrize_recorded_fixtures
+from .....shared.parity.fixtures.store import fixture_id
+from .fixtures.config import DEFAULT_FIXTURE_DIRECTORY, FIXTURE_DIR_ENV
+from .fixtures.models import OcrParityCase
+
+
+def ocr_fixture_id(fixture: OcrParityCase) -> str:
+    case_input: Final = fixture.litellm_input
+    provider: Final = case_input.custom_llm_provider
+    prefix: Final = f"{provider}/{case_input.model}" if provider else case_input.model
+    return fixture_id(case_input, prefix)
+
+
+def ocr_fixture_marks(fixture: OcrParityCase) -> tuple[pytest.MarkDecorator, ...]:
+    if fixture.litellm_input.contract not in {"reducto_v3", "reducto_legacy"}:
+        return ()
+    return (
+        pytest.mark.xfail(
+            reason="Reducto does not have a Rust OCR contract",
+            strict=False,
+        ),
+    )
+
+
+def pytest_generate_tests(metafunc: pytest.Metafunc) -> None:
+    parametrize_recorded_fixtures(
+        metafunc,
+        fixture_name="ocr_fixture",
+        case_type=OcrParityCase,
+        env_var=FIXTURE_DIR_ENV,
+        default_directory=DEFAULT_FIXTURE_DIRECTORY,
+        regeneration_command=(
+            f"uv run python -m tests.rust-python-harness.strategies.e2e_parity.sdk.ocr.fixtures.record --fixture-dir {DEFAULT_FIXTURE_DIRECTORY}"
+        ),
+        id_builder=ocr_fixture_id,
+        marks_builder=ocr_fixture_marks,
+    )
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/README.md b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/README.md
new file mode 100644
index 00000000000..f3a71bdc4cb
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/README.md
@@ -0,0 +1,74 @@
+# OCR parity fixtures
+
+The recording command runs four stages:
+
+1. Generate deterministic SDK inputs for every configured OCR target
+2. Build target-scoped, deduplicated recording jobs
+3. Record upstream responses through one globally bounded worker pool
+4. Persist each fixture and report whether it was recorded, cached, or failed
+
+Run it with:
+
+```shell
+uv run python -m tests.rust-python-harness.strategies.e2e_parity.sdk.ocr.fixtures.record --examples 1000
+```
+
+`--concurrency` defaults to 2 and caps active recording jobs across all targets. Increase it explicitly when provider
+quotas permit. Concurrency limits do not guarantee a request-per-minute quota; HTTP 408, 429, and 5xx responses fail
+recording without being saved. Rerunning retries missing fixtures and reuses successful recordings
+
+New recordings are VCR YAML cassettes. The corpus retains the original 31 migrated cassettes and adds live recordings
+for all four providers. Original response bytes, statuses, headers, and recording timestamps are preserved
+
+For Vertex, authenticate and select a project once:
+
+```shell
+gcloud auth login
+gcloud config set project YOUR_PROJECT_ID
+```
+
+The recording command reads the project from `VERTEXAI_PROJECT`, `VERTEX_PROJECT`, or the active gcloud configuration,
+then gets an OAuth access token with `gcloud auth print-access-token`. Tokens stay in memory and are removed from
+recorded headers. `VERTEX_AI_ACCESS_TOKEN` or the legacy `VERTEX_AI_API_KEY` can override token lookup. The
+`VERTEXT_API_KEY` express-mode key is not used as a Bearer token. Mistral defaults to `us-central1`; DeepSeek defaults
+to the global host and `global` location. `VERTEX_DEEPSEEK_LOCATION` and `VERTEX_DEEPSEEK_API_BASE` override the latter
+
+Azure accepts `AZURE_KEY` and `AZURE_ENDPOINT` as fallbacks for both Azure OCR contracts. Provider-specific variables
+take precedence. Set `AZURE_DEPLOYMENT_NAME=mistral-ocr-4-0` to record that deployment instead of the default
+`mistral-document-ai-2512`. Mistral and Reducto use `MISTRAL_API_KEY` and `REDUCTO_API_KEY`
+
+To migrate an existing JSON fixture directory locally:
+
+```shell
+uv run python -m tests.rust-python-harness.strategies.e2e_parity.sdk.ocr.fixtures.migrate --fixture-dir tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data
+```
+
+The migration replays each old response through the Python SDK to reconstruct missing requests, writes and validates
+the YAML cassette, then removes its JSON predecessor. It calls only local recording/replay servers and needs no provider
+credentials. Reconstructed requests are labeled `python_replay`; they are not historical wire captures. Filenames use
+the current normalized SDK input hash, including the fixture contract
+
+OCR strategies generate public `litellm.ocr()` and `litellm.aocr()` inputs. Every case contains the normalized model,
+document, optional provider override, and LiteLLM keyword arguments. The fixture-only `contract` literal selects the
+input schema and is removed before calling the SDK. Strategies never build provider wire payloads
+
+Each contract's strategy contains baselines and cases for its supported top-level OCR parameters. The
+contracts are Mistral, Azure-hosted Mistral, Vertex-hosted Mistral, Azure Document Intelligence, Vertex DeepSeek,
+Reducto v3, and Reducto legacy. Credentials and endpoints only control target discovery, so a machine records the
+contracts it has configured and skips the rest
+
+`--examples 1000` exhausts the current finite strategies: 32 Mistral, 15 Azure Mistral, 17 Azure Document Intelligence,
+16 Vertex Mistral, 2 Vertex DeepSeek, 55 Reducto v3, and 3 Reducto legacy cases, including fixed rejected inputs.
+This covers the defined strategy choices, not every possible value accepted by the schemas. The live run recorded
+139 of these 140 cases. Vertex Mistral's standalone `document_annotation_format` case repeatedly returned HTTP 500
+and remains pending. Its bounding-box annotation, annotation-prompt, and confidence cases record upstream 404/422
+rejections; schema acceptance does not imply support by the hosted model
+
+Reducto fixtures record upload and parse responses. Their parity cases remain non-strict expected failures until the
+Rust OCR bridge supports Reducto. Azure and Vertex generation paths are unit-tested without credentials in CI, so the
+committed corpus does not need live recordings for every target
+
+Every recording target owns a small fixed provider-rejected corpus, independent of replay implementation support.
+Those inputs are recorded separately from generated valid inputs. Local validation failures use no recorded response;
+the parity suite checks those unsupported providers and models, malformed documents, invalid request formats, invalid
+Azure Document Intelligence parameters, and invalid headers in sync and async SDK calls
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/__init__.py b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/__init__.py
new file mode 100644
index 00000000000..8b137891791
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/__init__.py
@@ -0,0 +1 @@
+
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/azure.py b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/azure.py
new file mode 100644
index 00000000000..14c6cc42752
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/azure.py
@@ -0,0 +1,216 @@
+from __future__ import annotations
+
+from collections.abc import Mapping
+from typing import Final, Literal, cast
+
+from hypothesis import strategies as st
+from hypothesis.strategies import SearchStrategy
+from pydantic import StrictInt, StrictStr, TypeAdapter, field_validator
+
+from ......shared.parity.fixtures.recording import UpstreamEndpoint
+from .base import OcrDocument, OcrSdkInputBase
+from .common import (
+    OcrFixtureClient,
+    OcrRecordingTarget,
+    image_document,
+    invoke_with_api_key,
+    pdf_document,
+)
+from .mistral import (
+    MistralCompatibleOcrSdkInput,
+    mistral_input_values_strategy,
+)
+
+AzureMistralModel = Literal["azure_ai/mistral-document-ai-2512", "azure_ai/mistral-ocr-4-0"]
+AzureMistralFixtureModel = AzureMistralModel | Literal["azure_ai/invalid-ocr-model-for-parity"]
+AzureDocumentIntelligenceModel = Literal[
+    "azure_ai/doc-intelligence/prebuilt-read",
+    "azure_ai/doc-intelligence/prebuilt-layout",
+    "azure_ai/doc-intelligence/prebuilt-document",
+]
+AzureDocumentIntelligenceFixtureModel = (
+    AzureDocumentIntelligenceModel | Literal["azure_ai/doc-intelligence/invalid-ocr-model-for-parity"]
+)
+
+AZURE_MISTRAL_MODELS: Final[tuple[AzureMistralModel, ...]] = ("azure_ai/mistral-document-ai-2512",)
+AZURE_DOCUMENT_INTELLIGENCE_MODELS: Final[tuple[AzureDocumentIntelligenceModel, ...]] = (
+    "azure_ai/doc-intelligence/prebuilt-read",
+    "azure_ai/doc-intelligence/prebuilt-layout",
+    "azure_ai/doc-intelligence/prebuilt-document",
+)
+# API v4 replaces prebuilt-document with prebuilt-layout plus keyValuePairs. Keep
+# the broader fixture model above so existing recordings remain loadable.
+AZURE_DOCUMENT_INTELLIGENCE_RECORDING_MODELS: Final[tuple[AzureDocumentIntelligenceModel, ...]] = (
+    "azure_ai/doc-intelligence/prebuilt-read",
+    "azure_ai/doc-intelligence/prebuilt-layout",
+)
+
+
+class AzureMistralOcrSdkInput(MistralCompatibleOcrSdkInput):
+    contract: Literal["azure_mistral"] = "azure_mistral"
+    model: AzureMistralFixtureModel
+    custom_llm_provider: Literal["azure_ai"] | None = None
+
+    @field_validator("model")
+    @classmethod
+    def validate_model_namespace(cls, model: str) -> str:
+        if not model.startswith("azure_ai/"):
+            raise ValueError("Azure Mistral models must use the azure_ai/ LiteLLM namespace")
+        return model
+
+
+class AzureDocumentIntelligenceOcrSdkInput(OcrSdkInputBase):
+    contract: Literal["azure_document_intelligence"] = "azure_document_intelligence"
+    model: AzureDocumentIntelligenceFixtureModel
+    document: OcrDocument
+    custom_llm_provider: Literal["azure_ai"] | None = None
+    pages: str | list[StrictInt] | list[StrictStr] | None = None
+    features: str | list[str] | None = None
+    req_format: Literal["litellm"] = "litellm"
+
+
+AZURE_MISTRAL_PROVIDER_REJECTED_INPUTS: Final[tuple[AzureMistralOcrSdkInput, ...]] = (
+    AzureMistralOcrSdkInput(
+        model="azure_ai/invalid-ocr-model-for-parity",
+        document=pdf_document(),
+    ),
+)
+AZURE_DOCUMENT_INTELLIGENCE_PROVIDER_REJECTED_INPUTS: Final[tuple[AzureDocumentIntelligenceOcrSdkInput, ...]] = (
+    AzureDocumentIntelligenceOcrSdkInput(
+        model="azure_ai/doc-intelligence/invalid-ocr-model-for-parity",
+        document=pdf_document(),
+    ),
+)
+
+
+def _azure_mistral_input(values: dict[str, object], model: AzureMistralModel) -> AzureMistralOcrSdkInput:
+    return AzureMistralOcrSdkInput.model_validate({**values, "model": model})
+
+
+def azure_mistral_input_strategy(
+    inline_image_data_uri: str,
+    models: tuple[AzureMistralModel, ...] = AZURE_MISTRAL_MODELS,
+) -> SearchStrategy[AzureMistralOcrSdkInput]:
+    # Foundry's active gateway schema rejects 2512-only controls and
+    # document_annotation_prompt, even though native Mistral accepts them.
+    return st.builds(
+        _azure_mistral_input,
+        values=mistral_input_values_strategy("2505", inline_image_data_uri, include_document_annotation_prompt=False),
+        model=st.sampled_from(models),
+    )
+
+
+_AZURE_DOCUMENT_INTELLIGENCE_CANONICAL_MODEL: Final[AzureDocumentIntelligenceModel] = (
+    "azure_ai/doc-intelligence/prebuilt-layout"
+)
+
+
+def _document_intelligence_input(
+    model: AzureDocumentIntelligenceModel,
+    document: OcrDocument,
+    optional_params: Mapping[str, object] | None = None,
+) -> AzureDocumentIntelligenceOcrSdkInput:
+    return AzureDocumentIntelligenceOcrSdkInput.model_validate(
+        {"model": model, "document": document, **(optional_params or {})}
+    )
+
+
+def azure_document_intelligence_input_strategy() -> SearchStrategy[AzureDocumentIntelligenceOcrSdkInput]:
+    document: Final = pdf_document()
+    pages: Final = st.one_of(
+        st.sampled_from(((0,), (2, 0, 0, 1))).map(list),
+        st.just(["1", "2-4"]),
+        st.just("1-4, 5"),
+    ).map(lambda value: {"pages": value})
+    features: Final = st.one_of(
+        st.sampled_from(
+            (
+                ("languages",),
+                ("ocrHighResolution",),
+                ("barcodes",),
+                ("formulas",),
+                ("styleFont",),
+                ("keyValuePairs",),
+            )
+        ).map(list),
+        st.just("languages, styleFont"),
+    ).map(lambda value: {"features": value})
+    combined_query: Final = st.just({"pages": (0, 1), "features": ("languages", "styleFont")})
+    return st.one_of(
+        st.sampled_from(AZURE_DOCUMENT_INTELLIGENCE_RECORDING_MODELS).map(
+            lambda model: _document_intelligence_input(model, document)
+        ),
+        st.just(
+            _document_intelligence_input(
+                _AZURE_DOCUMENT_INTELLIGENCE_CANONICAL_MODEL,
+                image_document("invoice 123", 24),
+            )
+        ),
+        pages.map(
+            lambda optional_params: _document_intelligence_input(
+                _AZURE_DOCUMENT_INTELLIGENCE_CANONICAL_MODEL, document, optional_params
+            )
+        ),
+        features.map(
+            lambda optional_params: _document_intelligence_input(
+                _AZURE_DOCUMENT_INTELLIGENCE_CANONICAL_MODEL, document, optional_params
+            )
+        ),
+        combined_query.map(
+            lambda optional_params: _document_intelligence_input(
+                _AZURE_DOCUMENT_INTELLIGENCE_CANONICAL_MODEL, document, optional_params
+            )
+        ),
+        st.just(
+            _document_intelligence_input(
+                _AZURE_DOCUMENT_INTELLIGENCE_CANONICAL_MODEL,
+                document,
+                {"req_format": "litellm"},
+            )
+        ),
+    )
+
+
+def azure_mistral_recording_targets(
+    environ: Mapping[str, str], client: OcrFixtureClient, inline_image_data_uri: str
+) -> tuple[OcrRecordingTarget, ...]:
+    api_key: Final = environ.get("AZURE_AI_API_KEY") or environ.get("AZURE_KEY")
+    base_url: Final = environ.get("AZURE_AI_API_BASE") or environ.get("AZURE_ENDPOINT")
+    if not api_key or not base_url:
+        return ()
+    deployment: Final = environ.get("AZURE_DEPLOYMENT_NAME")
+    models: Final = (
+        (TypeAdapter(AzureMistralModel).validate_python(f"azure_ai/{deployment.removeprefix('azure_ai/')}"),)
+        if deployment
+        else AZURE_MISTRAL_MODELS
+    )
+    return (
+        OcrRecordingTarget(
+            name="azure-mistral",
+            upstream=UpstreamEndpoint(base_url=base_url.rstrip("/")),
+            strategy=cast(
+                SearchStrategy[OcrSdkInputBase],
+                azure_mistral_input_strategy(inline_image_data_uri, models),
+            ),
+            invocation=invoke_with_api_key(client, api_key),
+            required_inputs=AZURE_MISTRAL_PROVIDER_REJECTED_INPUTS,
+        ),
+    )
+
+
+def azure_document_intelligence_recording_targets(
+    environ: Mapping[str, str], client: OcrFixtureClient
+) -> tuple[OcrRecordingTarget, ...]:
+    api_key: Final = environ.get("AZURE_DOCUMENT_INTELLIGENCE_API_KEY") or environ.get("AZURE_KEY")
+    base_url: Final = environ.get("AZURE_DOCUMENT_INTELLIGENCE_ENDPOINT") or environ.get("AZURE_ENDPOINT")
+    if not api_key or not base_url:
+        return ()
+    return (
+        OcrRecordingTarget(
+            name="azure-document-intelligence",
+            upstream=UpstreamEndpoint(base_url=base_url.rstrip("/")),
+            strategy=cast(SearchStrategy[OcrSdkInputBase], azure_document_intelligence_input_strategy()),
+            invocation=invoke_with_api_key(client, api_key),
+            required_inputs=AZURE_DOCUMENT_INTELLIGENCE_PROVIDER_REJECTED_INPUTS,
+        ),
+    )
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/base.py b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/base.py
new file mode 100644
index 00000000000..1235ac1b5a2
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/base.py
@@ -0,0 +1,48 @@
+from __future__ import annotations
+
+from typing import Annotated, Literal
+
+from pydantic import Field
+
+from ......shared.parity.fixture_models import (
+    FixtureModel,
+    JsonSchemaDefinition,
+    JsonSchemaResponseFormat,
+    SdkInputBase,
+)
+
+__all__ = (
+    "DocumentUrlDocument",
+    "ImageUrlDocument",
+    "ImageUrlValue",
+    "JsonSchemaDefinition",
+    "JsonSchemaResponseFormat",
+    "OcrDocument",
+    "OcrSdkInputBase",
+)
+
+
+class OcrSdkInputBase(SdkInputBase):
+    fixture_only_fields = ("contract",)
+
+
+class ImageUrlValue(FixtureModel):
+    url: str
+    detail: Literal["low", "auto", "high"] | None = None
+
+
+class ImageUrlDocument(FixtureModel):
+    type: Literal["image_url"]
+    image_url: str | ImageUrlValue
+
+
+class DocumentUrlDocument(FixtureModel):
+    type: Literal["document_url"]
+    document_url: str
+    document_name: str | None = None
+
+
+OcrDocument = Annotated[
+    ImageUrlDocument | DocumentUrlDocument,
+    Field(discriminator="type"),
+]
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/common.py b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/common.py
new file mode 100644
index 00000000000..b7040235868
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/common.py
@@ -0,0 +1,101 @@
+from __future__ import annotations
+
+from dataclasses import dataclass, field
+from functools import cache
+from typing import Final, Literal, Protocol
+
+from hypothesis import strategies as st
+from hypothesis.strategies import SearchStrategy
+
+from ......shared.parity.fixtures.pipeline import RecordingTarget
+from ......shared.parity.fixtures.media import dummy_image_url, structured_pdf_data_uri
+from .base import (
+    DocumentUrlDocument,
+    ImageUrlDocument,
+    JsonSchemaDefinition,
+    JsonSchemaResponseFormat,
+    OcrSdkInputBase,
+)
+
+OcrRecordingTarget = RecordingTarget[OcrSdkInputBase]
+
+
+class OcrFixtureClient(Protocol):
+    def execute(self, api_base: str, api_key: str, case_input: OcrSdkInputBase) -> None: ...
+
+
+class OcrSdkCall(Protocol):
+    def __call__(self, **kwargs: object) -> object: ...
+
+
+@dataclass(frozen=True, slots=True)
+class ApiKeyOcrInvocation:
+    client: OcrFixtureClient
+    api_key: str = field(repr=False)
+
+    def execute(self, provider_url: str, case_input: OcrSdkInputBase) -> None:
+        self.client.execute(provider_url, self.api_key, case_input)
+
+
+def image_document(text: str, font_size: int) -> ImageUrlDocument:
+    return ImageUrlDocument(type="image_url", image_url=dummy_image_url(text, font_size))
+
+
+def image_data_document(data_uri: str) -> ImageUrlDocument:
+    return ImageUrlDocument(type="image_url", image_url=data_uri)
+
+
+@cache
+def remote_pdf_document() -> DocumentUrlDocument:
+    return DocumentUrlDocument(
+        type="document_url",
+        document_url="https://www.w3.org/WAI/ER/tests/xhtml/testfiles/resources/pdf/dummy.pdf",
+    )
+
+
+@cache
+def pdf_document() -> DocumentUrlDocument:
+    return DocumentUrlDocument(type="document_url", document_url=structured_pdf_data_uri())
+
+
+def document_transport_strategy(inline_image_data_uri: str) -> SearchStrategy[ImageUrlDocument | DocumentUrlDocument]:
+    transports: Final[tuple[Literal["remote_image", "inline_image", "remote_pdf", "inline_pdf"], ...]] = (
+        "remote_image",
+        "inline_image",
+        "remote_pdf",
+        "inline_pdf",
+    )
+
+    def as_document(
+        transport: Literal["remote_image", "inline_image", "remote_pdf", "inline_pdf"],
+    ) -> ImageUrlDocument | DocumentUrlDocument:
+        if transport == "remote_image":
+            return image_document("invoice 123", 24)
+        if transport == "inline_image":
+            return image_data_document(inline_image_data_uri)
+        if transport == "remote_pdf":
+            return remote_pdf_document()
+        return pdf_document()
+
+    return st.sampled_from(transports).map(as_document)
+
+
+def annotation_format(name: str) -> JsonSchemaResponseFormat:
+    return JsonSchemaResponseFormat(
+        type="json_schema",
+        json_schema=JsonSchemaDefinition(
+            name=name,
+            description="Extract the visible document fields",
+            schema={
+                "type": "object",
+                "properties": {"title": {"type": "string"}},
+                "required": ["title"],
+                "additionalProperties": False,
+            },
+            strict=True,
+        ),
+    )
+
+
+def invoke_with_api_key(client: OcrFixtureClient, api_key: str) -> ApiKeyOcrInvocation:
+    return ApiKeyOcrInvocation(client=client, api_key=api_key)
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/config.py b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/config.py
new file mode 100644
index 00000000000..2d65189790a
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/config.py
@@ -0,0 +1,44 @@
+from __future__ import annotations
+
+import os
+import subprocess
+from collections.abc import Callable, Mapping
+from pathlib import Path
+from typing import Final
+
+FIXTURE_DIR_ENV: Final = "LITELLM_OCR_FIXTURE_DIR"
+DEFAULT_FIXTURE_DIRECTORY: Final = Path(__file__).with_name("data")
+
+
+def read_gcloud(arguments: tuple[str, ...]) -> str:
+    try:
+        result: Final = subprocess.run(("gcloud", *arguments), capture_output=True, text=True, timeout=45, check=False)
+    except (OSError, subprocess.TimeoutExpired):
+        return ""
+    return result.stdout.strip() if result.returncode == 0 else ""
+
+
+def recording_environment(
+    environ: Mapping[str, str],
+    command_reader: Callable[[tuple[str, ...]], str] = read_gcloud,
+) -> Mapping[str, str]:
+    project: Final = (
+        environ.get("VERTEXAI_PROJECT")
+        or environ.get("VERTEX_PROJECT")
+        or command_reader(("config", "get-value", "project"))
+    )
+    if not project or project == "(unset)":
+        return environ
+    token: Final = (
+        environ.get("VERTEX_AI_ACCESS_TOKEN")
+        or environ.get("VERTEX_AI_API_KEY")
+        or command_reader(("auth", "print-access-token"))
+    )
+    if not token:
+        raise SystemExit("Vertex OCR needs OAuth credentials. Run `gcloud auth login` or set VERTEX_AI_ACCESS_TOKEN")
+    return {**environ, "VERTEXAI_PROJECT": project, "VERTEX_AI_API_KEY": token}
+
+
+def configured_fixture_directory() -> Path:
+    configured: Final = os.environ.get(FIXTURE_DIR_ENV)
+    return Path(configured).expanduser() if configured is not None else DEFAULT_FIXTURE_DIRECTORY
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/azure-document-intelligence/15e3f0c2fc4b3745a43ef5fea1d6322e06e90c4e67fab951b77d3804d641946a.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/azure-document-intelligence/15e3f0c2fc4b3745a43ef5fea1d6322e06e90c4e67fab951b77d3804d641946a.yaml
new file mode 100644
index 00000000000..bd0437a2014
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/azure-document-intelligence/15e3f0c2fc4b3745a43ef5fea1d6322e06e90c4e67fab951b77d3804d641946a.yaml
@@ -0,0 +1,349 @@
+interactions:
+- request:
+    body: 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+        Operations Report\nInvoice Summary and Line Items\nItem\nQuantity\nAmount\nDocument
+        analysis\n2\n120.00\nDocument verification\n1\n80.00\nItem continued\nQuantity\nAmount\nFixture
+        validation\n3\n45.00\nProvider review\n1\n25.00\nSection 1.1: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 1.2: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 1.3: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 1.4: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 1.5: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 1.6: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 1.7: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 1.8: Invoice totals,
+        regional revenue, and reconciliation notes.\nConfidential | Page 1 of 5\nQuarterly
+        Operations Report\nRevenue Chart and Formula Review :selected: :selected:
+        :selected: :selected: :selected: :selected: :selected: :selected: :selected:
+        :selected: :selected: :selected: :selected: :selected: :selected: :selected:
+        :selected: :selected: :selected: :selected: :selected:\nQ1\nQ2\nQ3\nQ4 :selected:
+        :selected: :selected: :selected: :selected: :selected: :selected: :selected:\nFormula:
+        gross margin = (revenue - cost) / revenue :selected:\nSection 2.1: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.2: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 2.3: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.4: Invoice totals, regional
+        revenue, and reconciliation notes.\nSection 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes.\nSection 2.7: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.8: Invoice totals, regional revenue, and
+        reconciliation notes.\nConfidential | Page 2 of 5 :unselected: :unselected:
+        :unselected: :selected: :unselected: :selected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :selected: :unselected:
+        :unselected: :unselected: :selected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :selected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :selected: :unselected: :unselected: :unselected: :selected:
+        :unselected: :unselected: :unselected: :unselected: :selected: :unselected:
+        :unselected: :unselected:\nQuarterly Operations Report Key Values, Link, Highlight,
+        and Comment\nInvoice Number: INV-2048 Purchase Order: PO-4096\nhttps://example.com/invoices/INV-2048
+        Highlighted total requiring review\nReviewer comment: verify the highlighted
+        total before approval\nRevised total. 245.00\nSection 3.1: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 3.2: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 3.3: Invoice totals,
+        regional revenue, and reconciliation notes. Section 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes. Section 3.8: Invoice totals, regional revenue,
+        and reconciliation notes.\nConfidential | Page 3 of 5\nQuarterly Operations
+        Report Approval Signature and Watermark\nApproved by: Jordan Lee :selected:\nSignature\na\nSection
+        4.1: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        4.2: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        4.3: Invoice totals, regional revenue, and reconciliation notes. Section 4.4:
+        Invoice totals, regional revenue, and reconciliation notes.\nSection 4.5:
+        Invoice totals, regional revenue, and reconciliation notes.\nSection 4.6:
+        Invoice totals, regional revenue, and reconciliation notes.\nSection 4.7:
+        Invoice totals, regional revenue, and reconciliation notes.\nSection 4.8:
+        Invoice totals, regional revenue, and reconciliation notes.\nConfidential
+        | Page 4 of 5\nQuarterly Operations Report Appendix with Section Boundaries\n1.
+        Scope\n2. Findings\n3. Recommendations\nSection 5.1: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.2: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.3: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.4: Invoice totals, regional revenue, and reconciliation
+        notes. Section 5.5: Invoice totals, regional revenue, and reconciliation notes.
+        Section 5.6: Invoice totals, regional revenue, and reconciliation notes. Section
+        5.7: Invoice totals, regional revenue, and reconciliation notes. Section 5.8:
+        Invoice totals, regional revenue, and reconciliation notes.\nConfidential
+        | Page 5 of 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+        with Section Boundaries","polygon":[0.6095,0.4668,4.2964,0.4623,4.2967,0.7139,0.6098,0.7184],"spans":[{"offset":4891,"length":32}]},{"content":"1.
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 3.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 3.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 3.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
21 0 obj
<<
/Length 1494
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Approval Signature and Watermark) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 4 of 5) Tj T* ET
q
.827451 .827451 .827451 rg
BT /F2 54 Tf 64.8 TL ET
.906308 .422618 -0.422618 .906308 110 390 cm
BT 1 0 0 1 0 0 Tm (DRAFT) Tj T* ET
Q
0 0 0 rg
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 635 Tm (Approved by: Jordan Lee) Tj T* ET
n 45 610 m 310 610 l S
n 55 595 m 75 625 112 602 155 600 c S
BT 1 0 0 1 45 580 Tm (Signature) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 4.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 4.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 4.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 4.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 4.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 4.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 4.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 4.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
22 0 obj
<<
/Length 1327
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Appendix with Section Boundaries) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 5 of 5) Tj T* ET
BT /F2 14 Tf 16.8 TL ET
BT 1 0 0 1 45 700 Tm (1. Scope) Tj T* ET
BT 1 0 0 1 45 650 Tm (2. Findings) Tj T* ET
BT 1 0 0 1 45 600 Tm (3. Recommendations) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 5.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 5.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 5.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 5.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 5.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 5.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 5.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 5.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
xref
0 23
0000000000 65535 f 
0000000061 00000 n 
0000000102 00000 n 
0000000209 00000 n 
0000000321 00000 n 
0000000516 00000 n 
0000006322 00000 n 
0000012824 00000 n 
0000014142 00000 n 
0000014496 00000 n 
0000014664 00000 n 
0000014850 00000 n 
0000015028 00000 n 
0000015256 00000 n 
0000015452 00000 n 
0000015648 00000 n 
0000015718 00000 n 
0000016128 00000 n 
0000016215 00000 n 
0000018552 00000 n 
0000020327 00000 n 
0000022845 00000 n 
0000024391 00000 n 
trailer
<<
/ID 
[<cb011a3ef088e46b638e8b45c01a470f><cb011a3ef088e46b638e8b45c01a470f>]
% ReportLab generated PDF document -- digest (opensource)

/Info 16 0 R
/Root 15 0 R
/Size 23
>>
startxref
25770
%%EOF

+        type: document_url
+      features:
+      - formulas
+      model: azure_ai/doc-intelligence/prebuilt-layout
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/azure-document-intelligence/3b762f4e7105daf31553730a814850e20aecfca328d558dd4ee885150517b883.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/azure-document-intelligence/3b762f4e7105daf31553730a814850e20aecfca328d558dd4ee885150517b883.yaml
new file mode 100644
index 00000000000..6f7fa3cb8c8
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/azure-document-intelligence/3b762f4e7105daf31553730a814850e20aecfca328d558dd4ee885150517b883.yaml
@@ -0,0 +1,283 @@
+interactions:
+- request:
+    body: 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+        Operations Report\nInvoice Summary and Line Items\nItem\nQuantity\nAmount\nDocument
+        analysis\n2\n120.00\nDocument verification\n1\n80.00\nItem continued\nQuantity\nAmount\nFixture
+        validation\n3\n45.00\nProvider review\n1\n25.00\nSection 1.1: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 1.2: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 1.3: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 1.4: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 1.5: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 1.6: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 1.7: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 1.8: Invoice totals,
+        regional revenue, and reconciliation notes.\nConfidential | Page 1 of 5\nQuarterly
+        Operations Report\nRevenue Chart and Formula Review :selected: :selected:
+        :selected: :selected: :selected: :selected: :selected: :selected: :selected:
+        :selected: :selected: :selected: :selected: :selected: :selected: :selected:
+        :selected: :selected: :selected: :selected: :selected:\nQ1\nQ2\nQ3\nQ4 :selected:
+        :selected: :selected: :selected: :selected: :selected: :selected: :selected:\nFormula:
+        gross margin = (revenue - cost) / revenue :selected:\nSection 2.1: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.2: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 2.3: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.4: Invoice totals, regional
+        revenue, and reconciliation notes.\nSection 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes.\nSection 2.7: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.8: Invoice totals, regional revenue, and
+        reconciliation notes.\nConfidential | Page 2 of 5 :unselected: :unselected:
+        :unselected: :selected: :unselected: :selected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :selected: :unselected:
+        :unselected: :unselected: :selected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :selected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :selected: :unselected: :unselected: :unselected: :selected:
+        :unselected: :unselected: :unselected: :unselected: :selected: :unselected:
+        :unselected: :unselected:\nQuarterly Operations Report Key Values, Link, Highlight,
+        and Comment\nInvoice Number: INV-2048 Purchase Order: PO-4096\nhttps://example.com/invoices/INV-2048
+        Highlighted total requiring review\nReviewer comment: verify the highlighted
+        total before approval\nRevised total. 245.00\nSection 3.1: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 3.2: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 3.3: Invoice totals,
+        regional revenue, and reconciliation notes. Section 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes. Section 3.8: Invoice totals, regional revenue,
+        and reconciliation notes.\nConfidential | Page 3 of 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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 3.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 3.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 3.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
21 0 obj
<<
/Length 1494
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Approval Signature and Watermark) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 4 of 5) Tj T* ET
q
.827451 .827451 .827451 rg
BT /F2 54 Tf 64.8 TL ET
.906308 .422618 -0.422618 .906308 110 390 cm
BT 1 0 0 1 0 0 Tm (DRAFT) Tj T* ET
Q
0 0 0 rg
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 635 Tm (Approved by: Jordan Lee) Tj T* ET
n 45 610 m 310 610 l S
n 55 595 m 75 625 112 602 155 600 c S
BT 1 0 0 1 45 580 Tm (Signature) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 4.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 4.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 4.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 4.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 4.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 4.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 4.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 4.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
22 0 obj
<<
/Length 1327
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Appendix with Section Boundaries) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 5 of 5) Tj T* ET
BT /F2 14 Tf 16.8 TL ET
BT 1 0 0 1 45 700 Tm (1. Scope) Tj T* ET
BT 1 0 0 1 45 650 Tm (2. Findings) Tj T* ET
BT 1 0 0 1 45 600 Tm (3. Recommendations) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 5.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 5.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 5.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 5.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 5.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 5.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 5.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 5.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
xref
0 23
0000000000 65535 f 
0000000061 00000 n 
0000000102 00000 n 
0000000209 00000 n 
0000000321 00000 n 
0000000516 00000 n 
0000006322 00000 n 
0000012824 00000 n 
0000014142 00000 n 
0000014496 00000 n 
0000014664 00000 n 
0000014850 00000 n 
0000015028 00000 n 
0000015256 00000 n 
0000015452 00000 n 
0000015648 00000 n 
0000015718 00000 n 
0000016128 00000 n 
0000016215 00000 n 
0000018552 00000 n 
0000020327 00000 n 
0000022845 00000 n 
0000024391 00000 n 
trailer
<<
/ID 
[<cb011a3ef088e46b638e8b45c01a470f><cb011a3ef088e46b638e8b45c01a470f>]
% ReportLab generated PDF document -- digest (opensource)

/Info 16 0 R
/Root 15 0 R
/Size 23
>>
startxref
25770
%%EOF

+        type: document_url
+      model: azure_ai/doc-intelligence/prebuilt-layout
+      pages:
+      - 2
+      - 0
+      - 0
+      - 1
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/azure-document-intelligence/3d023ad4964ce5494b82fa65cbe4cca193095563b871ebc9429603689eb43a5f.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/azure-document-intelligence/3d023ad4964ce5494b82fa65cbe4cca193095563b871ebc9429603689eb43a5f.yaml
new file mode 100644
index 00000000000..b15c31b8c03
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/azure-document-intelligence/3d023ad4964ce5494b82fa65cbe4cca193095563b871ebc9429603689eb43a5f.yaml
@@ -0,0 +1,348 @@
+interactions:
+- request:
+    body: 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+        Operations Report\nInvoice Summary and Line Items\nItem\nQuantity\nAmount\nDocument
+        analysis\n2\n120.00\nDocument verification\n1\n80.00\nItem continued\nQuantity\nAmount\nFixture
+        validation\n3\n45.00\nProvider review\n1\n25.00\nSection 1.1: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 1.2: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 1.3: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 1.4: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 1.5: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 1.6: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 1.7: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 1.8: Invoice totals,
+        regional revenue, and reconciliation notes.\nConfidential | Page 1 of 5\nQuarterly
+        Operations Report\nRevenue Chart and Formula Review :selected: :selected:
+        :selected: :selected: :selected: :selected: :selected: :selected: :selected:
+        :selected: :selected: :selected: :selected: :selected: :selected: :selected:
+        :selected: :selected: :selected: :selected: :selected:\nQ1\nQ2\nQ3\nQ4 :selected:
+        :selected: :selected: :selected: :selected: :selected: :selected: :selected:\nFormula:
+        gross margin = (revenue - cost) / revenue :selected:\nSection 2.1: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.2: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 2.3: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.4: Invoice totals, regional
+        revenue, and reconciliation notes.\nSection 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes.\nSection 2.7: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.8: Invoice totals, regional revenue, and
+        reconciliation notes.\nConfidential | Page 2 of 5 :unselected: :unselected:
+        :unselected: :selected: :unselected: :selected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :selected: :unselected:
+        :unselected: :unselected: :selected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :selected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :selected: :unselected: :unselected: :unselected: :selected:
+        :unselected: :unselected: :unselected: :unselected: :selected: :unselected:
+        :unselected: :unselected:\nQuarterly Operations Report Key Values, Link, Highlight,
+        and Comment\nInvoice Number: INV-2048 Purchase Order: PO-4096\nhttps://example.com/invoices/INV-2048
+        Highlighted total requiring review\nReviewer comment: verify the highlighted
+        total before approval\nRevised total. 245.00\nSection 3.1: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 3.2: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 3.3: Invoice totals,
+        regional revenue, and reconciliation notes. Section 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes. Section 3.8: Invoice totals, regional revenue,
+        and reconciliation notes.\nConfidential | Page 3 of 5\nQuarterly Operations
+        Report Approval Signature and Watermark\nApproved by: Jordan Lee :selected:\nSignature\na\nSection
+        4.1: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        4.2: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        4.3: Invoice totals, regional revenue, and reconciliation notes. Section 4.4:
+        Invoice totals, regional revenue, and reconciliation notes.\nSection 4.5:
+        Invoice totals, regional revenue, and reconciliation notes.\nSection 4.6:
+        Invoice totals, regional revenue, and reconciliation notes.\nSection 4.7:
+        Invoice totals, regional revenue, and reconciliation notes.\nSection 4.8:
+        Invoice totals, regional revenue, and reconciliation notes.\nConfidential
+        | Page 4 of 5\nQuarterly Operations Report Appendix with Section Boundaries\n1.
+        Scope\n2. Findings\n3. Recommendations\nSection 5.1: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.2: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.3: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.4: Invoice totals, regional revenue, and reconciliation
+        notes. Section 5.5: Invoice totals, regional revenue, and reconciliation notes.
+        Section 5.6: Invoice totals, regional revenue, and reconciliation notes. Section
+        5.7: Invoice totals, regional revenue, and reconciliation notes. Section 5.8:
+        Invoice totals, regional revenue, and reconciliation notes.\nConfidential
+        | Page 5 of 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+        with Section Boundaries","polygon":[0.6095,0.4668,4.2964,0.4623,4.2967,0.7139,0.6098,0.7184],"spans":[{"offset":4891,"length":32}]},{"content":"1.
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 3.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 3.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 3.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
21 0 obj
<<
/Length 1494
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Approval Signature and Watermark) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 4 of 5) Tj T* ET
q
.827451 .827451 .827451 rg
BT /F2 54 Tf 64.8 TL ET
.906308 .422618 -0.422618 .906308 110 390 cm
BT 1 0 0 1 0 0 Tm (DRAFT) Tj T* ET
Q
0 0 0 rg
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 635 Tm (Approved by: Jordan Lee) Tj T* ET
n 45 610 m 310 610 l S
n 55 595 m 75 625 112 602 155 600 c S
BT 1 0 0 1 45 580 Tm (Signature) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 4.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 4.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 4.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 4.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 4.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 4.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 4.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 4.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
22 0 obj
<<
/Length 1327
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Appendix with Section Boundaries) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 5 of 5) Tj T* ET
BT /F2 14 Tf 16.8 TL ET
BT 1 0 0 1 45 700 Tm (1. Scope) Tj T* ET
BT 1 0 0 1 45 650 Tm (2. Findings) Tj T* ET
BT 1 0 0 1 45 600 Tm (3. Recommendations) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 5.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 5.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 5.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 5.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 5.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 5.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 5.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 5.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
xref
0 23
0000000000 65535 f 
0000000061 00000 n 
0000000102 00000 n 
0000000209 00000 n 
0000000321 00000 n 
0000000516 00000 n 
0000006322 00000 n 
0000012824 00000 n 
0000014142 00000 n 
0000014496 00000 n 
0000014664 00000 n 
0000014850 00000 n 
0000015028 00000 n 
0000015256 00000 n 
0000015452 00000 n 
0000015648 00000 n 
0000015718 00000 n 
0000016128 00000 n 
0000016215 00000 n 
0000018552 00000 n 
0000020327 00000 n 
0000022845 00000 n 
0000024391 00000 n 
trailer
<<
/ID 
[<cb011a3ef088e46b638e8b45c01a470f><cb011a3ef088e46b638e8b45c01a470f>]
% ReportLab generated PDF document -- digest (opensource)

/Info 16 0 R
/Root 15 0 R
/Size 23
>>
startxref
25770
%%EOF

+        type: document_url
+      model: azure_ai/doc-intelligence/prebuilt-layout
+      req_format: litellm
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/azure-document-intelligence/3d3312cb0c9b2d437bfd85e261dda2f68b620acd7c0141ae8388aeddd130566d.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/azure-document-intelligence/3d3312cb0c9b2d437bfd85e261dda2f68b620acd7c0141ae8388aeddd130566d.yaml
new file mode 100644
index 00000000000..fec03f8b61f
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/azure-document-intelligence/3d3312cb0c9b2d437bfd85e261dda2f68b620acd7c0141ae8388aeddd130566d.yaml
@@ -0,0 +1,170 @@
+interactions:
+- request:
+    body: 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+        Operations Report\nInvoice Summary and Line Items\nItem\nQuantity\nAmount\nDocument
+        analysis\n2\n120.00\nDocument verification\n1\n80.00\nItem continued\nQuantity\nAmount\nFixture
+        validation\n3\n45.00\nProvider review\n1\n25.00\nSection 1.1: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 1.2: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 1.3: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 1.4: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 1.5: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 1.6: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 1.7: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 1.8: Invoice totals,
+        regional revenue, and reconciliation notes.\nConfidential | Page 1 of 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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 3.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 3.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 3.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
21 0 obj
<<
/Length 1494
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Approval Signature and Watermark) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 4 of 5) Tj T* ET
q
.827451 .827451 .827451 rg
BT /F2 54 Tf 64.8 TL ET
.906308 .422618 -0.422618 .906308 110 390 cm
BT 1 0 0 1 0 0 Tm (DRAFT) Tj T* ET
Q
0 0 0 rg
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 635 Tm (Approved by: Jordan Lee) Tj T* ET
n 45 610 m 310 610 l S
n 55 595 m 75 625 112 602 155 600 c S
BT 1 0 0 1 45 580 Tm (Signature) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 4.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 4.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 4.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 4.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 4.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 4.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 4.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 4.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
22 0 obj
<<
/Length 1327
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Appendix with Section Boundaries) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 5 of 5) Tj T* ET
BT /F2 14 Tf 16.8 TL ET
BT 1 0 0 1 45 700 Tm (1. Scope) Tj T* ET
BT 1 0 0 1 45 650 Tm (2. Findings) Tj T* ET
BT 1 0 0 1 45 600 Tm (3. Recommendations) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 5.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 5.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 5.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 5.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 5.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 5.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 5.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 5.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
xref
0 23
0000000000 65535 f 
0000000061 00000 n 
0000000102 00000 n 
0000000209 00000 n 
0000000321 00000 n 
0000000516 00000 n 
0000006322 00000 n 
0000012824 00000 n 
0000014142 00000 n 
0000014496 00000 n 
0000014664 00000 n 
0000014850 00000 n 
0000015028 00000 n 
0000015256 00000 n 
0000015452 00000 n 
0000015648 00000 n 
0000015718 00000 n 
0000016128 00000 n 
0000016215 00000 n 
0000018552 00000 n 
0000020327 00000 n 
0000022845 00000 n 
0000024391 00000 n 
trailer
<<
/ID 
[<cb011a3ef088e46b638e8b45c01a470f><cb011a3ef088e46b638e8b45c01a470f>]
% ReportLab generated PDF document -- digest (opensource)

/Info 16 0 R
/Root 15 0 R
/Size 23
>>
startxref
25770
%%EOF

+        type: document_url
+      model: azure_ai/doc-intelligence/prebuilt-layout
+      pages:
+      - 0
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/azure-document-intelligence/4e4d7210fcf07ee5e1c1cb1c4c05ea915600e298b818877f66cb85a3bec066da.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/azure-document-intelligence/4e4d7210fcf07ee5e1c1cb1c4c05ea915600e298b818877f66cb85a3bec066da.yaml
new file mode 100644
index 00000000000..ffcc30e5ff5
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/azure-document-intelligence/4e4d7210fcf07ee5e1c1cb1c4c05ea915600e298b818877f66cb85a3bec066da.yaml
@@ -0,0 +1,413 @@
+interactions:
+- request:
+    body: 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+        regional revenue, and reconciliation notes.\nSection 1.3: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 1.4: Invoice totals,
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+        regional revenue, and reconciliation notes.\nSection 1.7: Invoice totals,
+        regional revenue, and reconciliation notes. Section 1.8: Invoice totals, regional
+        revenue, and reconciliation notes.\nConfidential | Page 1 of 5\nQuarterly
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+        :selected:\nSection 2.1: Invoice totals, regional revenue, and reconciliation
+        notes. Section 2.2: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        2.3: Invoice totals, regional revenue, and reconciliation notes. Section 2.4:
+        Invoice totals, regional revenue, and reconciliation notes.\nSection 2.5:
+        Invoice totals, regional revenue, and reconciliation notes.\nSection 2.6:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.7: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.8: Invoice totals,
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+        Operations Report Key Values, Link, Highlight, and Comment\nInvoice Number:
+        INV-2048 Purchase Order: PO-4096\nhttps://example.com/invoices/INV-2048 Highlighted
+        total requiring review\nReviewer comment: verify the highlighted total before
+        approval\nRevised total. 245.00\nSection 3.1: Invoice totals, regional revenue,
+        and reconciliation notes.\nSection 3.2: Invoice totals, regional revenue,
+        and reconciliation notes.\nSection 3.3: Invoice totals, regional revenue,
+        and reconciliation notes. Section 3.4: Invoice totals, regional revenue, and
+        reconciliation notes.\nSection 3.5: Invoice totals, regional revenue, and
+        reconciliation notes.\nSection 3.6: Invoice totals, regional revenue, and
+        reconciliation notes.\nSection 3.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 3.8: Invoice totals, regional revenue, and reconciliation
+        notes.\nConfidential | Page 3 of 5\nQuarterly Operations Report Approval Signature
+        and Watermark\nApproved by: Jordan Lee\nSignature\nSection 4.1: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 4.2: Invoice totals,
+        regional revenue, and reconciliation notes. Section 4.3: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.4: Invoice totals, regional revenue,
+        and reconciliation notes. Section 4.5: Invoice totals, regional revenue, and
+        reconciliation notes. Section 4.6: Invoice totals, regional revenue, and reconciliation
+        notes. Section 4.7: Invoice totals, regional revenue, and reconciliation notes.
+        Section 4.8: Invoice totals, regional revenue, and reconciliation notes.\nConfidential
+        | Page 4 of 5\nQuarterly Operations Report Appendix with Section Boundaries\n1.
+        Scope\n2. Findings\n3. Recommendations\nSection 5.1: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.2: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.3: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.4: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 5.5: Invoice totals, regional revenue, and reconciliation
+        notes. Section 5.6: Invoice totals, regional revenue, and reconciliation notes.
+        Section 5.7: Invoice totals, regional revenue, and reconciliation notes. Section
+        5.8: Invoice totals, regional revenue, and reconciliation notes.\nConfidential
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+        with Section Boundaries","polygon":[0.6133,0.4695,4.3002,0.4648,4.3005,0.7042,0.6135,0.7089],"spans":[{"offset":4846,"length":32}]},{"content":"1.
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 3.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 3.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 3.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
21 0 obj
<<
/Length 1494
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Approval Signature and Watermark) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 4 of 5) Tj T* ET
q
.827451 .827451 .827451 rg
BT /F2 54 Tf 64.8 TL ET
.906308 .422618 -0.422618 .906308 110 390 cm
BT 1 0 0 1 0 0 Tm (DRAFT) Tj T* ET
Q
0 0 0 rg
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 635 Tm (Approved by: Jordan Lee) Tj T* ET
n 45 610 m 310 610 l S
n 55 595 m 75 625 112 602 155 600 c S
BT 1 0 0 1 45 580 Tm (Signature) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 4.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 4.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 4.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 4.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 4.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 4.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 4.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 4.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
22 0 obj
<<
/Length 1327
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Appendix with Section Boundaries) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 5 of 5) Tj T* ET
BT /F2 14 Tf 16.8 TL ET
BT 1 0 0 1 45 700 Tm (1. Scope) Tj T* ET
BT 1 0 0 1 45 650 Tm (2. Findings) Tj T* ET
BT 1 0 0 1 45 600 Tm (3. Recommendations) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 5.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 5.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 5.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 5.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 5.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 5.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 5.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 5.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
xref
0 23
0000000000 65535 f 
0000000061 00000 n 
0000000102 00000 n 
0000000209 00000 n 
0000000321 00000 n 
0000000516 00000 n 
0000006322 00000 n 
0000012824 00000 n 
0000014142 00000 n 
0000014496 00000 n 
0000014664 00000 n 
0000014850 00000 n 
0000015028 00000 n 
0000015256 00000 n 
0000015452 00000 n 
0000015648 00000 n 
0000015718 00000 n 
0000016128 00000 n 
0000016215 00000 n 
0000018552 00000 n 
0000020327 00000 n 
0000022845 00000 n 
0000024391 00000 n 
trailer
<<
/ID 
[<cb011a3ef088e46b638e8b45c01a470f><cb011a3ef088e46b638e8b45c01a470f>]
% ReportLab generated PDF document -- digest (opensource)

/Info 16 0 R
/Root 15 0 R
/Size 23
>>
startxref
25770
%%EOF

+        type: document_url
+      features:
+      - ocrHighResolution
+      model: azure_ai/doc-intelligence/prebuilt-layout
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/azure-document-intelligence/4f206b5c9c5a6dcf71f26f7243ec8f584f6df1a12313b173f35fc03b24c4f4c7.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/azure-document-intelligence/4f206b5c9c5a6dcf71f26f7243ec8f584f6df1a12313b173f35fc03b24c4f4c7.yaml
new file mode 100644
index 00000000000..afb42d8d816
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/azure-document-intelligence/4f206b5c9c5a6dcf71f26f7243ec8f584f6df1a12313b173f35fc03b24c4f4c7.yaml
@@ -0,0 +1,349 @@
+interactions:
+- request:
+    body: 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+        Operations Report\nInvoice Summary and Line Items\nItem\nQuantity\nAmount\nDocument
+        analysis\n2\n120.00\nDocument verification\n1\n80.00\nItem continued\nQuantity\nAmount\nFixture
+        validation\n3\n45.00\nProvider review\n1\n25.00\nSection 1.1: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 1.2: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 1.3: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 1.4: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 1.5: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 1.6: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 1.7: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 1.8: Invoice totals,
+        regional revenue, and reconciliation notes.\nConfidential | Page 1 of 5\nQuarterly
+        Operations Report\nRevenue Chart and Formula Review :selected: :selected:
+        :selected: :selected: :selected: :selected: :selected: :selected: :selected:
+        :selected: :selected: :selected: :selected: :selected: :selected: :selected:
+        :selected: :selected: :selected: :selected: :selected:\nQ1\nQ2\nQ3\nQ4 :selected:
+        :selected: :selected: :selected: :selected: :selected: :selected: :selected:\nFormula:
+        gross margin = (revenue - cost) / revenue :selected:\nSection 2.1: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.2: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 2.3: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.4: Invoice totals, regional
+        revenue, and reconciliation notes.\nSection 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes.\nSection 2.7: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.8: Invoice totals, regional revenue, and
+        reconciliation notes.\nConfidential | Page 2 of 5 :unselected: :unselected:
+        :unselected: :selected: :unselected: :selected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :selected: :unselected:
+        :unselected: :unselected: :selected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :selected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :selected: :unselected: :unselected: :unselected: :selected:
+        :unselected: :unselected: :unselected: :unselected: :selected: :unselected:
+        :unselected: :unselected:\nQuarterly Operations Report Key Values, Link, Highlight,
+        and Comment\nInvoice Number: INV-2048 Purchase Order: PO-4096\nhttps://example.com/invoices/INV-2048
+        Highlighted total requiring review\nReviewer comment: verify the highlighted
+        total before approval\nRevised total. 245.00\nSection 3.1: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 3.2: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 3.3: Invoice totals,
+        regional revenue, and reconciliation notes. Section 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes. Section 3.8: Invoice totals, regional revenue,
+        and reconciliation notes.\nConfidential | Page 3 of 5\nQuarterly Operations
+        Report Approval Signature and Watermark\nApproved by: Jordan Lee :selected:\nSignature\na\nSection
+        4.1: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        4.2: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        4.3: Invoice totals, regional revenue, and reconciliation notes. Section 4.4:
+        Invoice totals, regional revenue, and reconciliation notes.\nSection 4.5:
+        Invoice totals, regional revenue, and reconciliation notes.\nSection 4.6:
+        Invoice totals, regional revenue, and reconciliation notes.\nSection 4.7:
+        Invoice totals, regional revenue, and reconciliation notes.\nSection 4.8:
+        Invoice totals, regional revenue, and reconciliation notes.\nConfidential
+        | Page 4 of 5\nQuarterly Operations Report Appendix with Section Boundaries\n1.
+        Scope\n2. Findings\n3. Recommendations\nSection 5.1: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.2: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.3: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.4: Invoice totals, regional revenue, and reconciliation
+        notes. Section 5.5: Invoice totals, regional revenue, and reconciliation notes.
+        Section 5.6: Invoice totals, regional revenue, and reconciliation notes. Section
+        5.7: Invoice totals, regional revenue, and reconciliation notes. Section 5.8:
+        Invoice totals, regional revenue, and reconciliation notes.\nConfidential
+        | Page 5 of 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+        with Section Boundaries","polygon":[0.6095,0.4668,4.2964,0.4623,4.2967,0.7139,0.6098,0.7184],"spans":[{"offset":4891,"length":32}]},{"content":"1.
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 3.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 3.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 3.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
21 0 obj
<<
/Length 1494
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Approval Signature and Watermark) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 4 of 5) Tj T* ET
q
.827451 .827451 .827451 rg
BT /F2 54 Tf 64.8 TL ET
.906308 .422618 -0.422618 .906308 110 390 cm
BT 1 0 0 1 0 0 Tm (DRAFT) Tj T* ET
Q
0 0 0 rg
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 635 Tm (Approved by: Jordan Lee) Tj T* ET
n 45 610 m 310 610 l S
n 55 595 m 75 625 112 602 155 600 c S
BT 1 0 0 1 45 580 Tm (Signature) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 4.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 4.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 4.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 4.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 4.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 4.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 4.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 4.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
22 0 obj
<<
/Length 1327
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Appendix with Section Boundaries) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 5 of 5) Tj T* ET
BT /F2 14 Tf 16.8 TL ET
BT 1 0 0 1 45 700 Tm (1. Scope) Tj T* ET
BT 1 0 0 1 45 650 Tm (2. Findings) Tj T* ET
BT 1 0 0 1 45 600 Tm (3. Recommendations) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 5.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 5.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 5.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 5.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 5.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 5.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 5.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 5.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
xref
0 23
0000000000 65535 f 
0000000061 00000 n 
0000000102 00000 n 
0000000209 00000 n 
0000000321 00000 n 
0000000516 00000 n 
0000006322 00000 n 
0000012824 00000 n 
0000014142 00000 n 
0000014496 00000 n 
0000014664 00000 n 
0000014850 00000 n 
0000015028 00000 n 
0000015256 00000 n 
0000015452 00000 n 
0000015648 00000 n 
0000015718 00000 n 
0000016128 00000 n 
0000016215 00000 n 
0000018552 00000 n 
0000020327 00000 n 
0000022845 00000 n 
0000024391 00000 n 
trailer
<<
/ID 
[<cb011a3ef088e46b638e8b45c01a470f><cb011a3ef088e46b638e8b45c01a470f>]
% ReportLab generated PDF document -- digest (opensource)

/Info 16 0 R
/Root 15 0 R
/Size 23
>>
startxref
25770
%%EOF

+        type: document_url
+      features:
+      - languages
+      model: azure_ai/doc-intelligence/prebuilt-layout
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/azure-document-intelligence/5220af64dcc05df1f086d83616e61091b1173a1e46e2d21d70793e158e213b3b.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/azure-document-intelligence/5220af64dcc05df1f086d83616e61091b1173a1e46e2d21d70793e158e213b3b.yaml
new file mode 100644
index 00000000000..f6db6a5f7a4
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/azure-document-intelligence/5220af64dcc05df1f086d83616e61091b1173a1e46e2d21d70793e158e213b3b.yaml
@@ -0,0 +1,347 @@
+interactions:
+- request:
+    body: 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+        Operations Report\nInvoice Summary and Line Items\nItem\nQuantity\nAmount\nDocument
+        analysis\n2\n120.00\nDocument verification\n1\n80.00\nItem continued\nQuantity\nAmount\nFixture
+        validation\n3\n45.00\nProvider review\n1\n25.00\nSection 1.1: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 1.2: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 1.3: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 1.4: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 1.5: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 1.6: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 1.7: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 1.8: Invoice totals,
+        regional revenue, and reconciliation notes.\nConfidential | Page 1 of 5\nQuarterly
+        Operations Report\nRevenue Chart and Formula Review :selected: :selected:
+        :selected: :selected: :selected: :selected: :selected: :selected: :selected:
+        :selected: :selected: :selected: :selected: :selected: :selected: :selected:
+        :selected: :selected: :selected: :selected: :selected:\nQ1\nQ2\nQ3\nQ4 :selected:
+        :selected: :selected: :selected: :selected: :selected: :selected: :selected:\nFormula:
+        gross margin = (revenue - cost) / revenue :selected:\nSection 2.1: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.2: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 2.3: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.4: Invoice totals, regional
+        revenue, and reconciliation notes.\nSection 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes.\nSection 2.7: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.8: Invoice totals, regional revenue, and
+        reconciliation notes.\nConfidential | Page 2 of 5 :unselected: :unselected:
+        :unselected: :selected: :unselected: :selected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :selected: :unselected:
+        :unselected: :unselected: :selected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :selected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :selected: :unselected: :unselected: :unselected: :selected:
+        :unselected: :unselected: :unselected: :unselected: :selected: :unselected:
+        :unselected: :unselected:\nQuarterly Operations Report Key Values, Link, Highlight,
+        and Comment\nInvoice Number: INV-2048 Purchase Order: PO-4096\nhttps://example.com/invoices/INV-2048
+        Highlighted total requiring review\nReviewer comment: verify the highlighted
+        total before approval\nRevised total. 245.00\nSection 3.1: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 3.2: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 3.3: Invoice totals,
+        regional revenue, and reconciliation notes. Section 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes. Section 3.8: Invoice totals, regional revenue,
+        and reconciliation notes.\nConfidential | Page 3 of 5\nQuarterly Operations
+        Report Approval Signature and Watermark\nApproved by: Jordan Lee :selected:\nSignature\na\nSection
+        4.1: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        4.2: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        4.3: Invoice totals, regional revenue, and reconciliation notes. Section 4.4:
+        Invoice totals, regional revenue, and reconciliation notes.\nSection 4.5:
+        Invoice totals, regional revenue, and reconciliation notes.\nSection 4.6:
+        Invoice totals, regional revenue, and reconciliation notes.\nSection 4.7:
+        Invoice totals, regional revenue, and reconciliation notes.\nSection 4.8:
+        Invoice totals, regional revenue, and reconciliation notes.\nConfidential
+        | Page 4 of 5\nQuarterly Operations Report Appendix with Section Boundaries\n1.
+        Scope\n2. Findings\n3. Recommendations\nSection 5.1: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.2: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.3: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.4: Invoice totals, regional revenue, and reconciliation
+        notes. Section 5.5: Invoice totals, regional revenue, and reconciliation notes.
+        Section 5.6: Invoice totals, regional revenue, and reconciliation notes. Section
+        5.7: Invoice totals, regional revenue, and reconciliation notes. Section 5.8:
+        Invoice totals, regional revenue, and reconciliation notes.\nConfidential
+        | Page 5 of 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+        with Section Boundaries","polygon":[0.6095,0.4668,4.2964,0.4623,4.2967,0.7139,0.6098,0.7184],"spans":[{"offset":4891,"length":32}]},{"content":"1.
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 3.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 3.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 3.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
21 0 obj
<<
/Length 1494
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Approval Signature and Watermark) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 4 of 5) Tj T* ET
q
.827451 .827451 .827451 rg
BT /F2 54 Tf 64.8 TL ET
.906308 .422618 -0.422618 .906308 110 390 cm
BT 1 0 0 1 0 0 Tm (DRAFT) Tj T* ET
Q
0 0 0 rg
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 635 Tm (Approved by: Jordan Lee) Tj T* ET
n 45 610 m 310 610 l S
n 55 595 m 75 625 112 602 155 600 c S
BT 1 0 0 1 45 580 Tm (Signature) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 4.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 4.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 4.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 4.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 4.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 4.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 4.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 4.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
22 0 obj
<<
/Length 1327
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Appendix with Section Boundaries) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 5 of 5) Tj T* ET
BT /F2 14 Tf 16.8 TL ET
BT 1 0 0 1 45 700 Tm (1. Scope) Tj T* ET
BT 1 0 0 1 45 650 Tm (2. Findings) Tj T* ET
BT 1 0 0 1 45 600 Tm (3. Recommendations) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 5.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 5.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 5.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 5.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 5.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 5.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 5.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 5.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
xref
0 23
0000000000 65535 f 
0000000061 00000 n 
0000000102 00000 n 
0000000209 00000 n 
0000000321 00000 n 
0000000516 00000 n 
0000006322 00000 n 
0000012824 00000 n 
0000014142 00000 n 
0000014496 00000 n 
0000014664 00000 n 
0000014850 00000 n 
0000015028 00000 n 
0000015256 00000 n 
0000015452 00000 n 
0000015648 00000 n 
0000015718 00000 n 
0000016128 00000 n 
0000016215 00000 n 
0000018552 00000 n 
0000020327 00000 n 
0000022845 00000 n 
0000024391 00000 n 
trailer
<<
/ID 
[<cb011a3ef088e46b638e8b45c01a470f><cb011a3ef088e46b638e8b45c01a470f>]
% ReportLab generated PDF document -- digest (opensource)

/Info 16 0 R
/Root 15 0 R
/Size 23
>>
startxref
25770
%%EOF

+        type: document_url
+      model: azure_ai/doc-intelligence/prebuilt-layout
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/azure-document-intelligence/56c320ac28e0a6d0babd23d01e250d2c3bee841589f7161eb6bd3e9f7e198cd2.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/azure-document-intelligence/56c320ac28e0a6d0babd23d01e250d2c3bee841589f7161eb6bd3e9f7e198cd2.yaml
new file mode 100644
index 00000000000..2a99731448c
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/azure-document-intelligence/56c320ac28e0a6d0babd23d01e250d2c3bee841589f7161eb6bd3e9f7e198cd2.yaml
@@ -0,0 +1,253 @@
+interactions:
+- request:
+    body: 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+        analysis\n2\n120.00\nDocument verification\n1\n80.00\nItem continued\nQuantity\nAmount\nFixture
+        validation\n3\n45.00\nProvider review\n1\n25.00\nSection 1.1: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 1.2: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 1.3: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 1.4: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 1.5: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 1.6: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 1.7: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 1.8: Invoice totals,
+        regional revenue, and reconciliation notes.\nConfidential | Page 1 of 5\nQuarterly
+        Operations Report\nRevenue Chart and Formula Review :selected: :selected:
+        :selected: :selected: :selected: :selected: :selected: :selected: :selected:
+        :selected: :selected: :selected: :selected: :selected: :selected: :selected:
+        :selected: :selected: :selected: :selected: :selected:\nQ1\nQ2\nQ3\nQ4 :selected:
+        :selected: :selected: :selected: :selected: :selected: :selected: :selected:\nFormula:
+        gross margin = (revenue - cost) / revenue :selected:\nSection 2.1: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.2: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 2.3: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.4: Invoice totals, regional
+        revenue, and reconciliation notes.\nSection 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes.\nSection 2.7: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.8: Invoice totals, regional revenue, and
+        reconciliation notes.\nConfidential | Page 2 of 5 :unselected: :unselected:
+        :unselected: :selected: :unselected: :selected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 3.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 3.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 3.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
21 0 obj
<<
/Length 1494
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Approval Signature and Watermark) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 4 of 5) Tj T* ET
q
.827451 .827451 .827451 rg
BT /F2 54 Tf 64.8 TL ET
.906308 .422618 -0.422618 .906308 110 390 cm
BT 1 0 0 1 0 0 Tm (DRAFT) Tj T* ET
Q
0 0 0 rg
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 635 Tm (Approved by: Jordan Lee) Tj T* ET
n 45 610 m 310 610 l S
n 55 595 m 75 625 112 602 155 600 c S
BT 1 0 0 1 45 580 Tm (Signature) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 4.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 4.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 4.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 4.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 4.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 4.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 4.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 4.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
22 0 obj
<<
/Length 1327
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Appendix with Section Boundaries) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 5 of 5) Tj T* ET
BT /F2 14 Tf 16.8 TL ET
BT 1 0 0 1 45 700 Tm (1. Scope) Tj T* ET
BT 1 0 0 1 45 650 Tm (2. Findings) Tj T* ET
BT 1 0 0 1 45 600 Tm (3. Recommendations) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 5.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 5.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 5.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 5.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 5.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 5.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 5.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 5.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
xref
0 23
0000000000 65535 f 
0000000061 00000 n 
0000000102 00000 n 
0000000209 00000 n 
0000000321 00000 n 
0000000516 00000 n 
0000006322 00000 n 
0000012824 00000 n 
0000014142 00000 n 
0000014496 00000 n 
0000014664 00000 n 
0000014850 00000 n 
0000015028 00000 n 
0000015256 00000 n 
0000015452 00000 n 
0000015648 00000 n 
0000015718 00000 n 
0000016128 00000 n 
0000016215 00000 n 
0000018552 00000 n 
0000020327 00000 n 
0000022845 00000 n 
0000024391 00000 n 
trailer
<<
/ID 
[<cb011a3ef088e46b638e8b45c01a470f><cb011a3ef088e46b638e8b45c01a470f>]
% ReportLab generated PDF document -- digest (opensource)

/Info 16 0 R
/Root 15 0 R
/Size 23
>>
startxref
25770
%%EOF

+        type: document_url
+      features:
+      - languages
+      - styleFont
+      model: azure_ai/doc-intelligence/prebuilt-layout
+      pages:
+      - 0
+      - 1
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/azure-document-intelligence/5ffef0f53acf1c10801929c54b345ebbfb17c79ce0ae1b50e90d3ef5f3cad255.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/azure-document-intelligence/5ffef0f53acf1c10801929c54b345ebbfb17c79ce0ae1b50e90d3ef5f3cad255.yaml
new file mode 100644
index 00000000000..7e32508a51c
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/azure-document-intelligence/5ffef0f53acf1c10801929c54b345ebbfb17c79ce0ae1b50e90d3ef5f3cad255.yaml
@@ -0,0 +1,297 @@
+interactions:
+- request:
+    body: 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+        Operations Report\nInvoice Summary and Line Items\nItem\nQuantity\nAmount\nDocument
+        analysis\n2\n120.00\nDocument verification\n1\n80.00\nItem continued\nQuantity\nAmount\nFixture
+        validation\n3\n45.00\nProvider review\n1\n25.00\nSection 1.1: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 1.2: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 1.3: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 1.4: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 1.5: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 1.6: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 1.7: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 1.8: Invoice totals,
+        regional revenue, and reconciliation notes.\nConfidential | Page 1 of 5\nQuarterly
+        Operations Report\nRevenue Chart and Formula Review\nQ1\nQ2\nQ3\nQ4\nFormula:
+        gross margin = (revenue - cost) / revenue\nSection 2.1: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.2: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.3: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.4: Invoice totals, regional revenue, and reconciliation
+        notes. Section 2.5: Invoice totals, regional revenue, and reconciliation notes.
+        Section 2.6: Invoice totals, regional revenue, and reconciliation notes. Section
+        2.7: Invoice totals, regional revenue, and reconciliation notes. Section 2.8:
+        Invoice totals, regional revenue, and reconciliation notes.\nConfidential
+        | Page 2 of 5\nQuarterly Operations Report Key Values, Link, Highlight, and
+        Comment\nInvoice Number: INV-2048 Purchase Order: PO-4096\nhttps://example.com/invoices/INV-2048
+        Highlighted total requiring review\nReviewer comment: verify the highlighted
+        total before approval\nE\nRevised total. 245.00\nSection 3.1: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 3.2: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 3.3: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 3.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 3.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 3.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 3.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 3.8: Invoice totals, regional revenue, and reconciliation
+        notes.\nConfidential | Page 3 of 5\nQuarterly Operations Report Approval Signature
+        and Watermark\nApproved by: Jordan Lee\nSignature\nSection 4.1: Invoice totals,
+        regional revenue, and reconciliation notes. Section 4.2: Invoice totals, regional
+        revenue, and reconciliation notes. a\nSection 4.4: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.5: Invoice totals, regional revenue,
+        and reconciliation notes. Section 4.6: Invoice totals, regional revenue, and
+        reconciliation notes. Section 4.7: Invoice totals, regional revenue, and reconciliation
+        notes. Section 4.8: Invoice totals, regional revenue, and reconciliation notes.\nConfidential
+        | Page 4 of 5\nQuarterly Operations Report\nAppendix with Section Boundaries\n1.
+        Scope\n2. Findings\n3. Recommendations\nSection 5.1: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.2: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.3: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.4: Invoice totals, regional revenue, and reconciliation
+        notes. Section 5.5: Invoice totals, regional revenue, and reconciliation notes.
+        Section 5.6: Invoice totals, regional revenue, and reconciliation notes. Section
+        5.7: Invoice totals, regional revenue, and reconciliation notes. Section 5.8:
+        Invoice totals, regional revenue, and reconciliation notes.\nConfidential
+        | Page 5 of 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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 3.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 3.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 3.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
21 0 obj
<<
/Length 1494
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Approval Signature and Watermark) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 4 of 5) Tj T* ET
q
.827451 .827451 .827451 rg
BT /F2 54 Tf 64.8 TL ET
.906308 .422618 -0.422618 .906308 110 390 cm
BT 1 0 0 1 0 0 Tm (DRAFT) Tj T* ET
Q
0 0 0 rg
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 635 Tm (Approved by: Jordan Lee) Tj T* ET
n 45 610 m 310 610 l S
n 55 595 m 75 625 112 602 155 600 c S
BT 1 0 0 1 45 580 Tm (Signature) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 4.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 4.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 4.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 4.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 4.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 4.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 4.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 4.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
22 0 obj
<<
/Length 1327
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Appendix with Section Boundaries) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 5 of 5) Tj T* ET
BT /F2 14 Tf 16.8 TL ET
BT 1 0 0 1 45 700 Tm (1. Scope) Tj T* ET
BT 1 0 0 1 45 650 Tm (2. Findings) Tj T* ET
BT 1 0 0 1 45 600 Tm (3. Recommendations) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 5.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 5.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 5.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 5.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 5.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 5.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 5.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 5.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
xref
0 23
0000000000 65535 f 
0000000061 00000 n 
0000000102 00000 n 
0000000209 00000 n 
0000000321 00000 n 
0000000516 00000 n 
0000006322 00000 n 
0000012824 00000 n 
0000014142 00000 n 
0000014496 00000 n 
0000014664 00000 n 
0000014850 00000 n 
0000015028 00000 n 
0000015256 00000 n 
0000015452 00000 n 
0000015648 00000 n 
0000015718 00000 n 
0000016128 00000 n 
0000016215 00000 n 
0000018552 00000 n 
0000020327 00000 n 
0000022845 00000 n 
0000024391 00000 n 
trailer
<<
/ID 
[<cb011a3ef088e46b638e8b45c01a470f><cb011a3ef088e46b638e8b45c01a470f>]
% ReportLab generated PDF document -- digest (opensource)

/Info 16 0 R
/Root 15 0 R
/Size 23
>>
startxref
25770
%%EOF

+        type: document_url
+      model: azure_ai/doc-intelligence/prebuilt-read
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/azure-document-intelligence/83f063eda07b9ec10f975fabcbba64b77e86621ae57498d70c66cfb9b1ae1a8c.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/azure-document-intelligence/83f063eda07b9ec10f975fabcbba64b77e86621ae57498d70c66cfb9b1ae1a8c.yaml
new file mode 100644
index 00000000000..56b8ff8f460
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/azure-document-intelligence/83f063eda07b9ec10f975fabcbba64b77e86621ae57498d70c66cfb9b1ae1a8c.yaml
@@ -0,0 +1,348 @@
+interactions:
+- request:
+    body: 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+        Operations Report\nInvoice Summary and Line Items\nItem\nQuantity\nAmount\nDocument
+        analysis\n2\n120.00\nDocument verification\n1\n80.00\nItem continued\nQuantity\nAmount\nFixture
+        validation\n3\n45.00\nProvider review\n1\n25.00\nSection 1.1: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 1.2: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 1.3: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 1.4: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 1.5: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 1.6: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 1.7: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 1.8: Invoice totals,
+        regional revenue, and reconciliation notes.\nConfidential | Page 1 of 5\nQuarterly
+        Operations Report\nRevenue Chart and Formula Review :selected: :selected:
+        :selected: :selected: :selected: :selected: :selected: :selected: :selected:
+        :selected: :selected: :selected: :selected: :selected: :selected: :selected:
+        :selected: :selected: :selected: :selected: :selected:\nQ1\nQ2\nQ3\nQ4 :selected:
+        :selected: :selected: :selected: :selected: :selected: :selected: :selected:\nFormula:
+        gross margin = (revenue - cost) / revenue :selected:\nSection 2.1: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.2: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 2.3: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.4: Invoice totals, regional
+        revenue, and reconciliation notes.\nSection 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes.\nSection 2.7: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.8: Invoice totals, regional revenue, and
+        reconciliation notes.\nConfidential | Page 2 of 5 :unselected: :unselected:
+        :unselected: :selected: :unselected: :selected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :selected: :unselected:
+        :unselected: :unselected: :selected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :selected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :selected: :unselected: :unselected: :unselected: :selected:
+        :unselected: :unselected: :unselected: :unselected: :selected: :unselected:
+        :unselected: :unselected:\nQuarterly Operations Report Key Values, Link, Highlight,
+        and Comment\nInvoice Number: INV-2048 Purchase Order: PO-4096\nhttps://example.com/invoices/INV-2048
+        Highlighted total requiring review\nReviewer comment: verify the highlighted
+        total before approval\nRevised total. 245.00\nSection 3.1: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 3.2: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 3.3: Invoice totals,
+        regional revenue, and reconciliation notes. Section 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes. Section 3.8: Invoice totals, regional revenue,
+        and reconciliation notes.\nConfidential | Page 3 of 5\nQuarterly Operations
+        Report Approval Signature and Watermark\nApproved by: Jordan Lee :selected:\nSignature\na\nSection
+        4.1: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        4.2: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        4.3: Invoice totals, regional revenue, and reconciliation notes. Section 4.4:
+        Invoice totals, regional revenue, and reconciliation notes.\nSection 4.5:
+        Invoice totals, regional revenue, and reconciliation notes.\nSection 4.6:
+        Invoice totals, regional revenue, and reconciliation notes.\nSection 4.7:
+        Invoice totals, regional revenue, and reconciliation notes.\nSection 4.8:
+        Invoice totals, regional revenue, and reconciliation notes.\nConfidential
+        | Page 4 of 5\nQuarterly Operations Report Appendix with Section Boundaries\n1.
+        Scope\n2. Findings\n3. Recommendations\nSection 5.1: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.2: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.3: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.4: Invoice totals, regional revenue, and reconciliation
+        notes. Section 5.5: Invoice totals, regional revenue, and reconciliation notes.
+        Section 5.6: Invoice totals, regional revenue, and reconciliation notes. Section
+        5.7: Invoice totals, regional revenue, and reconciliation notes. Section 5.8:
+        Invoice totals, regional revenue, and reconciliation notes.\nConfidential
+        | Page 5 of 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+        with Section Boundaries","polygon":[0.6095,0.4668,4.2964,0.4623,4.2967,0.7139,0.6098,0.7184],"spans":[{"offset":4891,"length":32}]},{"content":"1.
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 3.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 3.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 3.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
21 0 obj
<<
/Length 1494
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Approval Signature and Watermark) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 4 of 5) Tj T* ET
q
.827451 .827451 .827451 rg
BT /F2 54 Tf 64.8 TL ET
.906308 .422618 -0.422618 .906308 110 390 cm
BT 1 0 0 1 0 0 Tm (DRAFT) Tj T* ET
Q
0 0 0 rg
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 635 Tm (Approved by: Jordan Lee) Tj T* ET
n 45 610 m 310 610 l S
n 55 595 m 75 625 112 602 155 600 c S
BT 1 0 0 1 45 580 Tm (Signature) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 4.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 4.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 4.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 4.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 4.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 4.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 4.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 4.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
22 0 obj
<<
/Length 1327
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Appendix with Section Boundaries) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 5 of 5) Tj T* ET
BT /F2 14 Tf 16.8 TL ET
BT 1 0 0 1 45 700 Tm (1. Scope) Tj T* ET
BT 1 0 0 1 45 650 Tm (2. Findings) Tj T* ET
BT 1 0 0 1 45 600 Tm (3. Recommendations) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 5.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 5.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 5.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 5.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 5.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 5.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 5.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 5.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
xref
0 23
0000000000 65535 f 
0000000061 00000 n 
0000000102 00000 n 
0000000209 00000 n 
0000000321 00000 n 
0000000516 00000 n 
0000006322 00000 n 
0000012824 00000 n 
0000014142 00000 n 
0000014496 00000 n 
0000014664 00000 n 
0000014850 00000 n 
0000015028 00000 n 
0000015256 00000 n 
0000015452 00000 n 
0000015648 00000 n 
0000015718 00000 n 
0000016128 00000 n 
0000016215 00000 n 
0000018552 00000 n 
0000020327 00000 n 
0000022845 00000 n 
0000024391 00000 n 
trailer
<<
/ID 
[<cb011a3ef088e46b638e8b45c01a470f><cb011a3ef088e46b638e8b45c01a470f>]
% ReportLab generated PDF document -- digest (opensource)

/Info 16 0 R
/Root 15 0 R
/Size 23
>>
startxref
25770
%%EOF

+        type: document_url
+      model: azure_ai/doc-intelligence/prebuilt-layout
+      pages: 1-4, 5
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/azure-document-intelligence/95d5e32a3f3ee6a80d7d156a4310f9672bce0aa3d69a47cca82dd402dca07156.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/azure-document-intelligence/95d5e32a3f3ee6a80d7d156a4310f9672bce0aa3d69a47cca82dd402dca07156.yaml
new file mode 100644
index 00000000000..16872e0b671
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/azure-document-intelligence/95d5e32a3f3ee6a80d7d156a4310f9672bce0aa3d69a47cca82dd402dca07156.yaml
@@ -0,0 +1,349 @@
+interactions:
+- request:
+    body: 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+        Operations Report\nInvoice Summary and Line Items\nItem\nQuantity\nAmount\nDocument
+        analysis\n2\n120.00\nDocument verification\n1\n80.00\nItem continued\nQuantity\nAmount\nFixture
+        validation\n3\n45.00\nProvider review\n1\n25.00\nSection 1.1: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 1.2: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 1.3: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 1.4: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 1.5: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 1.6: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 1.7: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 1.8: Invoice totals,
+        regional revenue, and reconciliation notes.\nConfidential | Page 1 of 5\nQuarterly
+        Operations Report\nRevenue Chart and Formula Review :selected: :selected:
+        :selected: :selected: :selected: :selected: :selected: :selected: :selected:
+        :selected: :selected: :selected: :selected: :selected: :selected: :selected:
+        :selected: :selected: :selected: :selected: :selected:\nQ1\nQ2\nQ3\nQ4 :selected:
+        :selected: :selected: :selected: :selected: :selected: :selected: :selected:\nFormula:
+        gross margin = (revenue - cost) / revenue :selected:\nSection 2.1: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.2: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 2.3: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.4: Invoice totals, regional
+        revenue, and reconciliation notes.\nSection 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes.\nSection 2.7: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.8: Invoice totals, regional revenue, and
+        reconciliation notes.\nConfidential | Page 2 of 5 :unselected: :unselected:
+        :unselected: :selected: :unselected: :selected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :selected: :unselected:
+        :unselected: :unselected: :selected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :selected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :selected: :unselected: :unselected: :unselected: :selected:
+        :unselected: :unselected: :unselected: :unselected: :selected: :unselected:
+        :unselected: :unselected:\nQuarterly Operations Report Key Values, Link, Highlight,
+        and Comment\nInvoice Number: INV-2048 Purchase Order: PO-4096\nhttps://example.com/invoices/INV-2048
+        Highlighted total requiring review\nReviewer comment: verify the highlighted
+        total before approval\nRevised total. 245.00\nSection 3.1: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 3.2: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 3.3: Invoice totals,
+        regional revenue, and reconciliation notes. Section 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes. Section 3.8: Invoice totals, regional revenue,
+        and reconciliation notes.\n:barcode:\nConfidential | Page 3 of 5\nQuarterly
+        Operations Report Approval Signature and Watermark\nApproved by: Jordan Lee
+        :selected:\nSignature\na\nSection 4.1: Invoice totals, regional revenue, and
+        reconciliation notes.\nSection 4.2: Invoice totals, regional revenue, and
+        reconciliation notes.\nSection 4.3: Invoice totals, regional revenue, and
+        reconciliation notes. Section 4.4: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 4.5: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 4.6: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 4.7: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 4.8: Invoice totals, regional revenue, and reconciliation
+        notes.\nConfidential | Page 4 of 5\nQuarterly Operations Report Appendix with
+        Section Boundaries\n1. Scope\n2. Findings\n3. Recommendations\nSection 5.1:
+        Invoice totals, regional revenue, and reconciliation notes. Section 5.2: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.3: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.4: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.5: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.6: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.7: Invoice totals, regional revenue, and reconciliation
+        notes. Section 5.8: Invoice totals, regional revenue, and reconciliation notes.\nConfidential
+        | Page 5 of 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+        with Section Boundaries","polygon":[0.6095,0.4668,4.2964,0.4623,4.2967,0.7139,0.6098,0.7184],"spans":[{"offset":4901,"length":32}]},{"content":"1.
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 3.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 3.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 3.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
21 0 obj
<<
/Length 1494
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Approval Signature and Watermark) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 4 of 5) Tj T* ET
q
.827451 .827451 .827451 rg
BT /F2 54 Tf 64.8 TL ET
.906308 .422618 -0.422618 .906308 110 390 cm
BT 1 0 0 1 0 0 Tm (DRAFT) Tj T* ET
Q
0 0 0 rg
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 635 Tm (Approved by: Jordan Lee) Tj T* ET
n 45 610 m 310 610 l S
n 55 595 m 75 625 112 602 155 600 c S
BT 1 0 0 1 45 580 Tm (Signature) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 4.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 4.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 4.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 4.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 4.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 4.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 4.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 4.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
22 0 obj
<<
/Length 1327
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Appendix with Section Boundaries) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 5 of 5) Tj T* ET
BT /F2 14 Tf 16.8 TL ET
BT 1 0 0 1 45 700 Tm (1. Scope) Tj T* ET
BT 1 0 0 1 45 650 Tm (2. Findings) Tj T* ET
BT 1 0 0 1 45 600 Tm (3. Recommendations) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 5.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 5.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 5.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 5.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 5.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 5.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 5.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 5.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
xref
0 23
0000000000 65535 f 
0000000061 00000 n 
0000000102 00000 n 
0000000209 00000 n 
0000000321 00000 n 
0000000516 00000 n 
0000006322 00000 n 
0000012824 00000 n 
0000014142 00000 n 
0000014496 00000 n 
0000014664 00000 n 
0000014850 00000 n 
0000015028 00000 n 
0000015256 00000 n 
0000015452 00000 n 
0000015648 00000 n 
0000015718 00000 n 
0000016128 00000 n 
0000016215 00000 n 
0000018552 00000 n 
0000020327 00000 n 
0000022845 00000 n 
0000024391 00000 n 
trailer
<<
/ID 
[<cb011a3ef088e46b638e8b45c01a470f><cb011a3ef088e46b638e8b45c01a470f>]
% ReportLab generated PDF document -- digest (opensource)

/Info 16 0 R
/Root 15 0 R
/Size 23
>>
startxref
25770
%%EOF

+        type: document_url
+      features:
+      - barcodes
+      model: azure_ai/doc-intelligence/prebuilt-layout
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/azure-document-intelligence/b70ee878c8f769527c7e0b1c148efd461cf737b67b63cc18ca127c39c228aee1.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/azure-document-intelligence/b70ee878c8f769527c7e0b1c148efd461cf737b67b63cc18ca127c39c228aee1.yaml
new file mode 100644
index 00000000000..2d38b456192
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/azure-document-intelligence/b70ee878c8f769527c7e0b1c148efd461cf737b67b63cc18ca127c39c228aee1.yaml
@@ -0,0 +1,354 @@
+interactions:
+- request:
+    body: 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+        Operations Report\nInvoice Summary and Line Items\nItem\nQuantity\nAmount\nDocument
+        analysis\n2\n120.00\nDocument verification\n1\n80.00\nItem continued\nQuantity\nAmount\nFixture
+        validation\n3\n45.00\nProvider review\n1\n25.00\nSection 1.1: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 1.2: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 1.3: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 1.4: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 1.5: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 1.6: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 1.7: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 1.8: Invoice totals,
+        regional revenue, and reconciliation notes.\nConfidential | Page 1 of 5\nQuarterly
+        Operations Report\nRevenue Chart and Formula Review :selected: :selected:
+        :selected: :selected: :selected: :selected: :selected: :selected: :selected:
+        :selected: :selected: :selected: :selected: :selected: :selected: :selected:
+        :selected: :selected: :selected: :selected: :selected:\nQ1\nQ2\nQ3\nQ4 :selected:
+        :selected: :selected: :selected: :selected: :selected: :selected: :selected:\nFormula:
+        gross margin = (revenue - cost) / revenue :selected:\nSection 2.1: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.2: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 2.3: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.4: Invoice totals, regional
+        revenue, and reconciliation notes.\nSection 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes.\nSection 2.7: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.8: Invoice totals, regional revenue, and
+        reconciliation notes.\nConfidential | Page 2 of 5 :unselected: :unselected:
+        :unselected: :selected: :unselected: :selected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :selected: :unselected:
+        :unselected: :unselected: :selected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :selected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :selected: :unselected: :unselected: :unselected: :selected:
+        :unselected: :unselected: :unselected: :unselected: :selected: :unselected:
+        :unselected: :unselected:\nQuarterly Operations Report Key Values, Link, Highlight,
+        and Comment\nInvoice Number: INV-2048 Purchase Order: PO-4096\nhttps://example.com/invoices/INV-2048
+        Highlighted total requiring review\nReviewer comment: verify the highlighted
+        total before approval\nRevised total. 245.00\nSection 3.1: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 3.2: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 3.3: Invoice totals,
+        regional revenue, and reconciliation notes. Section 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes. Section 3.8: Invoice totals, regional revenue,
+        and reconciliation notes.\nConfidential | Page 3 of 5\nQuarterly Operations
+        Report Approval Signature and Watermark\nApproved by: Jordan Lee :selected:\nSignature\na\nSection
+        4.1: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        4.2: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        4.3: Invoice totals, regional revenue, and reconciliation notes. Section 4.4:
+        Invoice totals, regional revenue, and reconciliation notes.\nSection 4.5:
+        Invoice totals, regional revenue, and reconciliation notes.\nSection 4.6:
+        Invoice totals, regional revenue, and reconciliation notes.\nSection 4.7:
+        Invoice totals, regional revenue, and reconciliation notes.\nSection 4.8:
+        Invoice totals, regional revenue, and reconciliation notes.\nConfidential
+        | Page 4 of 5\nQuarterly Operations Report Appendix with Section Boundaries\n1.
+        Scope\n2. Findings\n3. Recommendations\nSection 5.1: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.2: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.3: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.4: Invoice totals, regional revenue, and reconciliation
+        notes. Section 5.5: Invoice totals, regional revenue, and reconciliation notes.
+        Section 5.6: Invoice totals, regional revenue, and reconciliation notes. Section
+        5.7: Invoice totals, regional revenue, and reconciliation notes. Section 5.8:
+        Invoice totals, regional revenue, and reconciliation notes.\nConfidential
+        | Page 5 of 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+        with Section Boundaries","polygon":[0.6095,0.4668,4.2964,0.4623,4.2967,0.7139,0.6098,0.7184],"spans":[{"offset":4891,"length":32}]},{"content":"1.
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 3.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 3.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 3.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
21 0 obj
<<
/Length 1494
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Approval Signature and Watermark) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 4 of 5) Tj T* ET
q
.827451 .827451 .827451 rg
BT /F2 54 Tf 64.8 TL ET
.906308 .422618 -0.422618 .906308 110 390 cm
BT 1 0 0 1 0 0 Tm (DRAFT) Tj T* ET
Q
0 0 0 rg
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 635 Tm (Approved by: Jordan Lee) Tj T* ET
n 45 610 m 310 610 l S
n 55 595 m 75 625 112 602 155 600 c S
BT 1 0 0 1 45 580 Tm (Signature) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 4.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 4.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 4.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 4.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 4.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 4.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 4.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 4.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
22 0 obj
<<
/Length 1327
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Appendix with Section Boundaries) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 5 of 5) Tj T* ET
BT /F2 14 Tf 16.8 TL ET
BT 1 0 0 1 45 700 Tm (1. Scope) Tj T* ET
BT 1 0 0 1 45 650 Tm (2. Findings) Tj T* ET
BT 1 0 0 1 45 600 Tm (3. Recommendations) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 5.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 5.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 5.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 5.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 5.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 5.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 5.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 5.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
xref
0 23
0000000000 65535 f 
0000000061 00000 n 
0000000102 00000 n 
0000000209 00000 n 
0000000321 00000 n 
0000000516 00000 n 
0000006322 00000 n 
0000012824 00000 n 
0000014142 00000 n 
0000014496 00000 n 
0000014664 00000 n 
0000014850 00000 n 
0000015028 00000 n 
0000015256 00000 n 
0000015452 00000 n 
0000015648 00000 n 
0000015718 00000 n 
0000016128 00000 n 
0000016215 00000 n 
0000018552 00000 n 
0000020327 00000 n 
0000022845 00000 n 
0000024391 00000 n 
trailer
<<
/ID 
[<cb011a3ef088e46b638e8b45c01a470f><cb011a3ef088e46b638e8b45c01a470f>]
% ReportLab generated PDF document -- digest (opensource)

/Info 16 0 R
/Root 15 0 R
/Size 23
>>
startxref
25770
%%EOF

+        type: document_url
+      features:
+      - keyValuePairs
+      model: azure_ai/doc-intelligence/prebuilt-layout
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/azure-document-intelligence/c16e0aa1a19d5a1816b16f4eddcbebdee92edd7c36cd6efed21995a13e5e4a10.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/azure-document-intelligence/c16e0aa1a19d5a1816b16f4eddcbebdee92edd7c36cd6efed21995a13e5e4a10.yaml
new file mode 100644
index 00000000000..b09ee6f6b79
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/azure-document-intelligence/c16e0aa1a19d5a1816b16f4eddcbebdee92edd7c36cd6efed21995a13e5e4a10.yaml
@@ -0,0 +1,360 @@
+interactions:
+- request:
+    body: 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+        Operations Report\nInvoice Summary and Line Items\nItem\nQuantity\nAmount\nDocument
+        analysis\n2\n120.00\nDocument verification\n1\n80.00\nItem continued\nQuantity\nAmount\nFixture
+        validation\n3\n45.00\nProvider review\n1\n25.00\nSection 1.1: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 1.2: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 1.3: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 1.4: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 1.5: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 1.6: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 1.7: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 1.8: Invoice totals,
+        regional revenue, and reconciliation notes.\nConfidential | Page 1 of 5\nQuarterly
+        Operations Report\nRevenue Chart and Formula Review :selected: :selected:
+        :selected: :selected: :selected: :selected: :selected: :selected: :selected:
+        :selected: :selected: :selected: :selected: :selected: :selected: :selected:
+        :selected: :selected: :selected: :selected: :selected:\nQ1\nQ2\nQ3\nQ4 :selected:
+        :selected: :selected: :selected: :selected: :selected: :selected: :selected:\nFormula:
+        gross margin = (revenue - cost) / revenue :selected:\nSection 2.1: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.2: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 2.3: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.4: Invoice totals, regional
+        revenue, and reconciliation notes.\nSection 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes.\nSection 2.7: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.8: Invoice totals, regional revenue, and
+        reconciliation notes.\nConfidential | Page 2 of 5 :unselected: :unselected:
+        :unselected: :selected: :unselected: :selected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :selected: :unselected:
+        :unselected: :unselected: :selected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :selected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :selected: :unselected: :unselected: :unselected: :selected:
+        :unselected: :unselected: :unselected: :unselected: :selected: :unselected:
+        :unselected: :unselected:\nQuarterly Operations Report Key Values, Link, Highlight,
+        and Comment\nInvoice Number: INV-2048 Purchase Order: PO-4096\nhttps://example.com/invoices/INV-2048
+        Highlighted total requiring review\nReviewer comment: verify the highlighted
+        total before approval\nRevised total. 245.00\nSection 3.1: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 3.2: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 3.3: Invoice totals,
+        regional revenue, and reconciliation notes. Section 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes. Section 3.8: Invoice totals, regional revenue,
+        and reconciliation notes.\nConfidential | Page 3 of 5\nQuarterly Operations
+        Report Approval Signature and Watermark\nApproved by: Jordan Lee :selected:\nSignature\na\nSection
+        4.1: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        4.2: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        4.3: Invoice totals, regional revenue, and reconciliation notes. Section 4.4:
+        Invoice totals, regional revenue, and reconciliation notes.\nSection 4.5:
+        Invoice totals, regional revenue, and reconciliation notes.\nSection 4.6:
+        Invoice totals, regional revenue, and reconciliation notes.\nSection 4.7:
+        Invoice totals, regional revenue, and reconciliation notes.\nSection 4.8:
+        Invoice totals, regional revenue, and reconciliation notes.\nConfidential
+        | Page 4 of 5\nQuarterly Operations Report Appendix with Section Boundaries\n1.
+        Scope\n2. Findings\n3. Recommendations\nSection 5.1: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.2: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.3: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.4: Invoice totals, regional revenue, and reconciliation
+        notes. Section 5.5: Invoice totals, regional revenue, and reconciliation notes.
+        Section 5.6: Invoice totals, regional revenue, and reconciliation notes. Section
+        5.7: Invoice totals, regional revenue, and reconciliation notes. Section 5.8:
+        Invoice totals, regional revenue, and reconciliation notes.\nConfidential
+        | Page 5 of 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+        with Section Boundaries","polygon":[0.6095,0.4668,4.2964,0.4623,4.2967,0.7139,0.6098,0.7184],"spans":[{"offset":4891,"length":32}]},{"content":"1.
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 3.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 3.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 3.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
21 0 obj
<<
/Length 1494
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Approval Signature and Watermark) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 4 of 5) Tj T* ET
q
.827451 .827451 .827451 rg
BT /F2 54 Tf 64.8 TL ET
.906308 .422618 -0.422618 .906308 110 390 cm
BT 1 0 0 1 0 0 Tm (DRAFT) Tj T* ET
Q
0 0 0 rg
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 635 Tm (Approved by: Jordan Lee) Tj T* ET
n 45 610 m 310 610 l S
n 55 595 m 75 625 112 602 155 600 c S
BT 1 0 0 1 45 580 Tm (Signature) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 4.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 4.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 4.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 4.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 4.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 4.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 4.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 4.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
22 0 obj
<<
/Length 1327
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Appendix with Section Boundaries) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 5 of 5) Tj T* ET
BT /F2 14 Tf 16.8 TL ET
BT 1 0 0 1 45 700 Tm (1. Scope) Tj T* ET
BT 1 0 0 1 45 650 Tm (2. Findings) Tj T* ET
BT 1 0 0 1 45 600 Tm (3. Recommendations) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 5.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 5.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 5.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 5.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 5.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 5.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 5.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 5.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
xref
0 23
0000000000 65535 f 
0000000061 00000 n 
0000000102 00000 n 
0000000209 00000 n 
0000000321 00000 n 
0000000516 00000 n 
0000006322 00000 n 
0000012824 00000 n 
0000014142 00000 n 
0000014496 00000 n 
0000014664 00000 n 
0000014850 00000 n 
0000015028 00000 n 
0000015256 00000 n 
0000015452 00000 n 
0000015648 00000 n 
0000015718 00000 n 
0000016128 00000 n 
0000016215 00000 n 
0000018552 00000 n 
0000020327 00000 n 
0000022845 00000 n 
0000024391 00000 n 
trailer
<<
/ID 
[<cb011a3ef088e46b638e8b45c01a470f><cb011a3ef088e46b638e8b45c01a470f>]
% ReportLab generated PDF document -- digest (opensource)

/Info 16 0 R
/Root 15 0 R
/Size 23
>>
startxref
25770
%%EOF

+        type: document_url
+      features:
+      - styleFont
+      model: azure_ai/doc-intelligence/prebuilt-layout
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/azure-document-intelligence/ce83e3c90d022c67bb250d24ffd954b33e196aefdd4e4af57bd6ed0a1f1bb771.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/azure-document-intelligence/ce83e3c90d022c67bb250d24ffd954b33e196aefdd4e4af57bd6ed0a1f1bb771.yaml
new file mode 100644
index 00000000000..1f1973c84ca
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/azure-document-intelligence/ce83e3c90d022c67bb250d24ffd954b33e196aefdd4e4af57bd6ed0a1f1bb771.yaml
@@ -0,0 +1,359 @@
+interactions:
+- request:
+    body: 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+        Operations Report\nInvoice Summary and Line Items\nItem\nQuantity\nAmount\nDocument
+        analysis\n2\n120.00\nDocument verification\n1\n80.00\nItem continued\nQuantity\nAmount\nFixture
+        validation\n3\n45.00\nProvider review\n1\n25.00\nSection 1.1: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 1.2: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 1.3: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 1.4: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 1.5: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 1.6: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 1.7: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 1.8: Invoice totals,
+        regional revenue, and reconciliation notes.\nConfidential | Page 1 of 5\nQuarterly
+        Operations Report\nRevenue Chart and Formula Review :selected: :selected:
+        :selected: :selected: :selected: :selected: :selected: :selected: :selected:
+        :selected: :selected: :selected: :selected: :selected: :selected: :selected:
+        :selected: :selected: :selected: :selected: :selected:\nQ1\nQ2\nQ3\nQ4 :selected:
+        :selected: :selected: :selected: :selected: :selected: :selected: :selected:\nFormula:
+        gross margin = (revenue - cost) / revenue :selected:\nSection 2.1: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.2: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 2.3: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.4: Invoice totals, regional
+        revenue, and reconciliation notes.\nSection 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes.\nSection 2.7: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.8: Invoice totals, regional revenue, and
+        reconciliation notes.\nConfidential | Page 2 of 5 :unselected: :unselected:
+        :unselected: :selected: :unselected: :selected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :selected: :unselected:
+        :unselected: :unselected: :selected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :selected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :selected: :unselected: :unselected: :unselected: :selected:
+        :unselected: :unselected: :unselected: :unselected: :selected: :unselected:
+        :unselected: :unselected:\nQuarterly Operations Report Key Values, Link, Highlight,
+        and Comment\nInvoice Number: INV-2048 Purchase Order: PO-4096\nhttps://example.com/invoices/INV-2048
+        Highlighted total requiring review\nReviewer comment: verify the highlighted
+        total before approval\nRevised total. 245.00\nSection 3.1: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 3.2: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 3.3: Invoice totals,
+        regional revenue, and reconciliation notes. Section 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes. Section 3.8: Invoice totals, regional revenue,
+        and reconciliation notes.\nConfidential | Page 3 of 5\nQuarterly Operations
+        Report Approval Signature and Watermark\nApproved by: Jordan Lee :selected:\nSignature\na\nSection
+        4.1: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        4.2: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        4.3: Invoice totals, regional revenue, and reconciliation notes. Section 4.4:
+        Invoice totals, regional revenue, and reconciliation notes.\nSection 4.5:
+        Invoice totals, regional revenue, and reconciliation notes.\nSection 4.6:
+        Invoice totals, regional revenue, and reconciliation notes.\nSection 4.7:
+        Invoice totals, regional revenue, and reconciliation notes.\nSection 4.8:
+        Invoice totals, regional revenue, and reconciliation notes.\nConfidential
+        | Page 4 of 5\nQuarterly Operations Report Appendix with Section Boundaries\n1.
+        Scope\n2. Findings\n3. Recommendations\nSection 5.1: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.2: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.3: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.4: Invoice totals, regional revenue, and reconciliation
+        notes. Section 5.5: Invoice totals, regional revenue, and reconciliation notes.
+        Section 5.6: Invoice totals, regional revenue, and reconciliation notes. Section
+        5.7: Invoice totals, regional revenue, and reconciliation notes. Section 5.8:
+        Invoice totals, regional revenue, and reconciliation notes.\nConfidential
+        | Page 5 of 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+        with Section Boundaries","polygon":[0.6095,0.4668,4.2964,0.4623,4.2967,0.7139,0.6098,0.7184],"spans":[{"offset":4891,"length":32}]},{"content":"1.
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 3.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 3.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 3.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
21 0 obj
<<
/Length 1494
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Approval Signature and Watermark) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 4 of 5) Tj T* ET
q
.827451 .827451 .827451 rg
BT /F2 54 Tf 64.8 TL ET
.906308 .422618 -0.422618 .906308 110 390 cm
BT 1 0 0 1 0 0 Tm (DRAFT) Tj T* ET
Q
0 0 0 rg
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 635 Tm (Approved by: Jordan Lee) Tj T* ET
n 45 610 m 310 610 l S
n 55 595 m 75 625 112 602 155 600 c S
BT 1 0 0 1 45 580 Tm (Signature) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 4.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 4.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 4.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 4.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 4.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 4.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 4.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 4.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
22 0 obj
<<
/Length 1327
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Appendix with Section Boundaries) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 5 of 5) Tj T* ET
BT /F2 14 Tf 16.8 TL ET
BT 1 0 0 1 45 700 Tm (1. Scope) Tj T* ET
BT 1 0 0 1 45 650 Tm (2. Findings) Tj T* ET
BT 1 0 0 1 45 600 Tm (3. Recommendations) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 5.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 5.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 5.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 5.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 5.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 5.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 5.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 5.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
xref
0 23
0000000000 65535 f 
0000000061 00000 n 
0000000102 00000 n 
0000000209 00000 n 
0000000321 00000 n 
0000000516 00000 n 
0000006322 00000 n 
0000012824 00000 n 
0000014142 00000 n 
0000014496 00000 n 
0000014664 00000 n 
0000014850 00000 n 
0000015028 00000 n 
0000015256 00000 n 
0000015452 00000 n 
0000015648 00000 n 
0000015718 00000 n 
0000016128 00000 n 
0000016215 00000 n 
0000018552 00000 n 
0000020327 00000 n 
0000022845 00000 n 
0000024391 00000 n 
trailer
<<
/ID 
[<cb011a3ef088e46b638e8b45c01a470f><cb011a3ef088e46b638e8b45c01a470f>]
% ReportLab generated PDF document -- digest (opensource)

/Info 16 0 R
/Root 15 0 R
/Size 23
>>
startxref
25770
%%EOF

+        type: document_url
+      features: languages, styleFont
+      model: azure_ai/doc-intelligence/prebuilt-layout
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/azure-document-intelligence/d3a84b92e66a8daa8129daccea438d781b6885e0638f670314ad064b13d73b70.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/azure-document-intelligence/d3a84b92e66a8daa8129daccea438d781b6885e0638f670314ad064b13d73b70.yaml
new file mode 100644
index 00000000000..d6f3089c860
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/azure-document-intelligence/d3a84b92e66a8daa8129daccea438d781b6885e0638f670314ad064b13d73b70.yaml
@@ -0,0 +1,52 @@
+interactions:
+- request:
+    body: 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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 3.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 3.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 3.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
21 0 obj
<<
/Length 1494
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Approval Signature and Watermark) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 4 of 5) Tj T* ET
q
.827451 .827451 .827451 rg
BT /F2 54 Tf 64.8 TL ET
.906308 .422618 -0.422618 .906308 110 390 cm
BT 1 0 0 1 0 0 Tm (DRAFT) Tj T* ET
Q
0 0 0 rg
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 635 Tm (Approved by: Jordan Lee) Tj T* ET
n 45 610 m 310 610 l S
n 55 595 m 75 625 112 602 155 600 c S
BT 1 0 0 1 45 580 Tm (Signature) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 4.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 4.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 4.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 4.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 4.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 4.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 4.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 4.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
22 0 obj
<<
/Length 1327
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Appendix with Section Boundaries) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 5 of 5) Tj T* ET
BT /F2 14 Tf 16.8 TL ET
BT 1 0 0 1 45 700 Tm (1. Scope) Tj T* ET
BT 1 0 0 1 45 650 Tm (2. Findings) Tj T* ET
BT 1 0 0 1 45 600 Tm (3. Recommendations) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 5.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 5.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 5.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 5.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 5.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 5.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 5.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 5.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
xref
0 23
0000000000 65535 f 
0000000061 00000 n 
0000000102 00000 n 
0000000209 00000 n 
0000000321 00000 n 
0000000516 00000 n 
0000006322 00000 n 
0000012824 00000 n 
0000014142 00000 n 
0000014496 00000 n 
0000014664 00000 n 
0000014850 00000 n 
0000015028 00000 n 
0000015256 00000 n 
0000015452 00000 n 
0000015648 00000 n 
0000015718 00000 n 
0000016128 00000 n 
0000016215 00000 n 
0000018552 00000 n 
0000020327 00000 n 
0000022845 00000 n 
0000024391 00000 n 
trailer
<<
/ID 
[<cb011a3ef088e46b638e8b45c01a470f><cb011a3ef088e46b638e8b45c01a470f>]
% ReportLab generated PDF document -- digest (opensource)

/Info 16 0 R
/Root 15 0 R
/Size 23
>>
startxref
25770
%%EOF

+        type: document_url
+      model: azure_ai/doc-intelligence/invalid-ocr-model-for-parity
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/azure-document-intelligence/e41209d72675cad6ede447d370a1b20eb8f7d8022478869e32ae2a0ec2e84a51.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/azure-document-intelligence/e41209d72675cad6ede447d370a1b20eb8f7d8022478869e32ae2a0ec2e84a51.yaml
new file mode 100644
index 00000000000..29250fabc34
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/azure-document-intelligence/e41209d72675cad6ede447d370a1b20eb8f7d8022478869e32ae2a0ec2e84a51.yaml
@@ -0,0 +1,314 @@
+interactions:
+- request:
+    body: 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+        Operations Report\nInvoice Summary and Line Items\nItem\nQuantity\nAmount\nDocument
+        analysis\n2\n120.00\nDocument verification\n1\n80.00\nItem continued\nQuantity\nAmount\nFixture
+        validation\n3\n45.00\nProvider review\n1\n25.00\nSection 1.1: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 1.2: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 1.3: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 1.4: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 1.5: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 1.6: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 1.7: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 1.8: Invoice totals,
+        regional revenue, and reconciliation notes.\nConfidential | Page 1 of 5\nQuarterly
+        Operations Report\nRevenue Chart and Formula Review :selected: :selected:
+        :selected: :selected: :selected: :selected: :selected: :selected: :selected:
+        :selected: :selected: :selected: :selected: :selected: :selected: :selected:
+        :selected: :selected: :selected: :selected: :selected:\nQ1\nQ2\nQ3\nQ4 :selected:
+        :selected: :selected: :selected: :selected: :selected: :selected: :selected:\nFormula:
+        gross margin = (revenue - cost) / revenue :selected:\nSection 2.1: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.2: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 2.3: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.4: Invoice totals, regional
+        revenue, and reconciliation notes.\nSection 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes.\nSection 2.7: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.8: Invoice totals, regional revenue, and
+        reconciliation notes.\nConfidential | Page 2 of 5 :unselected: :unselected:
+        :unselected: :selected: :unselected: :selected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :selected: :unselected:
+        :unselected: :unselected: :selected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :selected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :unselected: :unselected: :unselected: :unselected: :unselected:
+        :unselected: :selected: :unselected: :unselected: :unselected: :selected:
+        :unselected: :unselected: :unselected: :unselected: :selected: :unselected:
+        :unselected: :unselected:\nQuarterly Operations Report Key Values, Link, Highlight,
+        and Comment\nInvoice Number: INV-2048 Purchase Order: PO-4096\nhttps://example.com/invoices/INV-2048
+        Highlighted total requiring review\nReviewer comment: verify the highlighted
+        total before approval\nRevised total. 245.00\nSection 3.1: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 3.2: Invoice totals,
+        regional revenue, and reconciliation notes.\nSection 3.3: Invoice totals,
+        regional revenue, and reconciliation notes. Section 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes. Section 3.8: Invoice totals, regional revenue,
+        and reconciliation notes.\nConfidential | Page 3 of 5\nQuarterly Operations
+        Report Approval Signature and Watermark\nApproved by: Jordan Lee :selected:\nSignature\na\nSection
+        4.1: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        4.2: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        4.3: Invoice totals, regional revenue, and reconciliation notes. Section 4.4:
+        Invoice totals, regional revenue, and reconciliation notes.\nSection 4.5:
+        Invoice totals, regional revenue, and reconciliation notes.\nSection 4.6:
+        Invoice totals, regional revenue, and reconciliation notes.\nSection 4.7:
+        Invoice totals, regional revenue, and reconciliation notes.\nSection 4.8:
+        Invoice totals, regional revenue, and reconciliation notes.\nConfidential
+        | Page 4 of 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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 3.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 3.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 3.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
21 0 obj
<<
/Length 1494
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Approval Signature and Watermark) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 4 of 5) Tj T* ET
q
.827451 .827451 .827451 rg
BT /F2 54 Tf 64.8 TL ET
.906308 .422618 -0.422618 .906308 110 390 cm
BT 1 0 0 1 0 0 Tm (DRAFT) Tj T* ET
Q
0 0 0 rg
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 635 Tm (Approved by: Jordan Lee) Tj T* ET
n 45 610 m 310 610 l S
n 55 595 m 75 625 112 602 155 600 c S
BT 1 0 0 1 45 580 Tm (Signature) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 4.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 4.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 4.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 4.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 4.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 4.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 4.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 4.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
22 0 obj
<<
/Length 1327
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Appendix with Section Boundaries) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 5 of 5) Tj T* ET
BT /F2 14 Tf 16.8 TL ET
BT 1 0 0 1 45 700 Tm (1. Scope) Tj T* ET
BT 1 0 0 1 45 650 Tm (2. Findings) Tj T* ET
BT 1 0 0 1 45 600 Tm (3. Recommendations) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 5.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 5.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 5.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 5.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 5.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 5.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 5.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 5.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
xref
0 23
0000000000 65535 f 
0000000061 00000 n 
0000000102 00000 n 
0000000209 00000 n 
0000000321 00000 n 
0000000516 00000 n 
0000006322 00000 n 
0000012824 00000 n 
0000014142 00000 n 
0000014496 00000 n 
0000014664 00000 n 
0000014850 00000 n 
0000015028 00000 n 
0000015256 00000 n 
0000015452 00000 n 
0000015648 00000 n 
0000015718 00000 n 
0000016128 00000 n 
0000016215 00000 n 
0000018552 00000 n 
0000020327 00000 n 
0000022845 00000 n 
0000024391 00000 n 
trailer
<<
/ID 
[<cb011a3ef088e46b638e8b45c01a470f><cb011a3ef088e46b638e8b45c01a470f>]
% ReportLab generated PDF document -- digest (opensource)

/Info 16 0 R
/Root 15 0 R
/Size 23
>>
startxref
25770
%%EOF

+        type: document_url
+      model: azure_ai/doc-intelligence/prebuilt-layout
+      pages:
+      - '1'
+      - 2-4
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/azure-document-intelligence/ed4c810b78a758aab2475b1eb7c9a5db92e60bc4711fb001fbb30616af660edf.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/azure-document-intelligence/ed4c810b78a758aab2475b1eb7c9a5db92e60bc4711fb001fbb30616af660edf.yaml
new file mode 100644
index 00000000000..f1ba6e621e5
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/azure-document-intelligence/ed4c810b78a758aab2475b1eb7c9a5db92e60bc4711fb001fbb30616af660edf.yaml
@@ -0,0 +1,116 @@
+interactions:
+- request:
+    body: '{"urlSource":"https://dummyjson.com/image/800x300/ffffff/000000?text=invoice%20123&fontSize=24"}'
+    headers:
+      Accept:
+      - '*/*'
+      Content-Type:
+      - application/json
+      User-Agent:
+      - litellm/1.101.0
+    method: POST
+    uri: http://parity-provider.invalid/documentintelligence/documentModels/prebuilt-layout:analyze?api-version=2024-11-30
+  response:
+    body:
+      string: ''
+    headers:
+      Date:
+      - Wed, 02 Sep 2026 22:36:01 GMT
+      Operation-Location:
+      - http://parity-provider.invalid/documentintelligence/documentModels/prebuilt-layout/analyzeResults/42554c0a-83ec-4db4-8cf8-e3ff9cd9dd2a?api-version=2024-11-30
+      Server:
+      - istio-envoy
+      Strict-Transport-Security:
+      - max-age=31536000; includeSubDomains; preload
+      X-Content-Type-Options:
+      - nosniff
+      apim-request-id:
+      - 42554c0a-83ec-4db4-8cf8-e3ff9cd9dd2a
+      x-envoy-upstream-service-time:
+      - '670'
+      x-ms-region:
+      - West US 3
+    status:
+      code: 202
+      message: ''
+- request:
+    body: ''
+    headers:
+      Accept:
+      - '*/*'
+      User-Agent:
+      - litellm/1.101.0
+    method: GET
+    uri: http://parity-provider.invalid/documentintelligence/documentModels/prebuilt-layout/analyzeResults/42554c0a-83ec-4db4-8cf8-e3ff9cd9dd2a?api-version=2024-11-30
+  response:
+    body:
+      string: '{"status":"running","createdDateTime":"2026-09-02T22:36:01Z","lastUpdatedDateTime":"2026-09-02T22:36:01Z"}'
+    headers:
+      Content-Type:
+      - application/json; charset=utf-8
+      Date:
+      - Wed, 02 Sep 2026 22:36:01 GMT
+      Retry-After:
+      - '4'
+      Server:
+      - istio-envoy
+      Strict-Transport-Security:
+      - max-age=31536000; includeSubDomains; preload
+      X-Content-Type-Options:
+      - nosniff
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diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/azure-mistral/0fe41827087ef249498dd70a85575abae2292d009027135599ee05789a7d3885.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/azure-mistral/0fe41827087ef249498dd70a85575abae2292d009027135599ee05789a7d3885.yaml
new file mode 100644
index 00000000000..1bb048a75ec
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/azure-mistral/0fe41827087ef249498dd70a85575abae2292d009027135599ee05789a7d3885.yaml
@@ -0,0 +1,474 @@
+interactions:
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+    headers:
+      Accept:
+      - '*/*'
+      Content-Type:
+      - application/json
+      User-Agent:
+      - litellm/1.101.0
+    method: POST
+    uri: http://parity-provider.invalid/providers/mistral/azure/ocr
+  response:
+    body:
+      string: '{"pages":[{"index":0,"markdown":"Quarterly Operations Report\n\n##
+        Invoice Summary and Line Items\n\n|  Item | Quantity | Amount  |\n| --- |
+        --- | --- |\n|  Document analysis | 2 | 120.00  |\n|  Document verification
+        | 1 | 80.00  |\n\n|  Item continued | Quantity | Amount  |\n| --- | --- |
+        --- |\n|  Fixture validation | 3 | 45.00  |\n|  Provider review | 1 | 25.00  |\n\nSection
+        1.1: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.2: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.3: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.4: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.5: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.6: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.7: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 1 of 5","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":{"word_confidence_scores":[{"text":"Quarterly","confidence":0.9999750727143252,"start_index":0},{"text":"
+        Operations","confidence":0.9999985694905718,"start_index":9},{"text":" Report","confidence":0.9999941587791524,"start_index":20},{"text":"##","confidence":0.9997923805394447,"start_index":29},{"text":"
+        Invoice","confidence":0.9993065638940166,"start_index":31},{"text":" Summary","confidence":0.9999979734461775,"start_index":39},{"text":"
+        and","confidence":1.0,"start_index":47},{"text":" Line","confidence":0.9999933243243502,"start_index":51},{"text":"
+        Items","confidence":0.9999899865198352,"start_index":56},{"text":"Item","confidence":0.9996766616034335,"start_index":67},{"text":"Quantity","confidence":0.9996766616034335,"start_index":74},{"text":"Amount","confidence":0.9996766616034335,"start_index":85},{"text":"Document","confidence":0.9996766616034335,"start_index":118},{"text":"
+        analysis","confidence":0.9999963125017759,"start_index":126},{"text":"2","confidence":0.9999963125017759,"start_index":138},{"text":"120.00","confidence":0.9999963125017759,"start_index":142},{"text":"Document","confidence":0.9999963125017759,"start_index":155},{"text":"
+        verification","confidence":0.9999894079899189,"start_index":163},{"text":"1","confidence":0.9999894079899189,"start_index":179},{"text":"80.00","confidence":0.9999894079899189,"start_index":183},{"text":"Item","confidence":0.9999991655362351,"start_index":196},{"text":"
+        continued","confidence":0.9999872370366696,"start_index":200},{"text":"Quantity","confidence":0.9999872370366696,"start_index":213},{"text":"Amount","confidence":0.9999872370366696,"start_index":224},{"text":"Fixture","confidence":0.9999872370366696,"start_index":257},{"text":"
+        validation","confidence":0.9999923570485074,"start_index":264},{"text":"3","confidence":0.9999923570485074,"start_index":278},{"text":"45.00","confidence":0.9999923570485074,"start_index":282},{"text":"Provider","confidence":0.9999923570485074,"start_index":294},{"text":"
+        review","confidence":0.9999997664472654,"start_index":302},{"text":"1","confidence":0.9999997664472654,"start_index":312},{"text":"25.00","confidence":0.9999997664472654,"start_index":316},{"text":"Section","confidence":0.9999947548186582,"start_index":326},{"text":"
+        1.1:","confidence":0.9999985933325323,"start_index":333},{"text":" Invoice","confidence":0.9999994039539004,"start_index":338},{"text":"
+        totals,","confidence":0.9999984949850528,"start_index":346},{"text":" regional","confidence":0.9999992847447459,"start_index":354},{"text":"
+        revenue,","confidence":0.9999976423108469,"start_index":363},{"text":" and","confidence":1.0,"start_index":372},{"text":"
+        reconciliation","confidence":0.9999899865198352,"start_index":376},{"text":"
+        notes.","confidence":0.999989475635792,"start_index":391},{"text":"Section","confidence":0.9999997615814777,"start_index":400},{"text":"
+        1.2:","confidence":0.9999998807907318,"start_index":407},{"text":" Invoice","confidence":0.9999995231630692,"start_index":412},{"text":"
+        totals,","confidence":0.9999987781062534,"start_index":420},{"text":" regional","confidence":0.9999997615814777,"start_index":428},{"text":"
+        revenue,","confidence":0.9999994436903137,"start_index":437},{"text":" and","confidence":0.9999997615814777,"start_index":446},{"text":"
+        reconciliation","confidence":0.9999995231630692,"start_index":450},{"text":"
+        notes.","confidence":0.9999905655314687,"start_index":465},{"text":"Section","confidence":0.9999997615814777,"start_index":474},{"text":"
+        1.3:","confidence":0.9999998331070455,"start_index":481},{"text":" Invoice","confidence":0.9999986886995842,"start_index":486},{"text":"
+        totals,","confidence":0.9999985992929301,"start_index":494},{"text":" regional","confidence":0.9999997615814777,"start_index":502},{"text":"
+        revenue,","confidence":0.9999997748269489,"start_index":511},{"text":" and","confidence":1.0,"start_index":520},{"text":"
+        reconciliation","confidence":0.9999994039539004,"start_index":524},{"text":"
+        notes.","confidence":0.9999902760270392,"start_index":539},{"text":"Section","confidence":0.9999997615814777,"start_index":548},{"text":"
+        1.4:","confidence":0.9999995946886596,"start_index":555},{"text":" Invoice","confidence":0.9999982118638471,"start_index":560},{"text":"
+        totals,","confidence":0.9999987930074817,"start_index":568},{"text":" regional","confidence":0.9999995231630692,"start_index":576},{"text":"
+        revenue,","confidence":0.9999997615814777,"start_index":585},{"text":" and","confidence":1.0,"start_index":594},{"text":"
+        reconciliation","confidence":0.9999994039539004,"start_index":598},{"text":"
+        notes.","confidence":0.9999843157179614,"start_index":613},{"text":"Section","confidence":0.9999997615814777,"start_index":622},{"text":"
+        1.5:","confidence":0.9999997854233544,"start_index":629},{"text":" Invoice","confidence":0.9999980926550052,"start_index":634},{"text":"
+        totals,","confidence":0.9999985694906641,"start_index":642},{"text":" regional","confidence":0.9999995231630692,"start_index":650},{"text":"
+        revenue,","confidence":0.9999997615814777,"start_index":659},{"text":" and","confidence":0.9999998807907247,"start_index":668},{"text":"
+        reconciliation","confidence":0.9999990463265931,"start_index":672},{"text":"
+        notes.","confidence":0.999981029073362,"start_index":687},{"text":"Section","confidence":0.9999998807907247,"start_index":696},{"text":"
+        1.6:","confidence":0.999999237061503,"start_index":703},{"text":" Invoice","confidence":0.9999979734461775,"start_index":708},{"text":"
+        totals,","confidence":0.9999990314254924,"start_index":716},{"text":" regional","confidence":0.9999995231630692,"start_index":724},{"text":"
+        revenue,","confidence":0.9999997615814777,"start_index":733},{"text":" and","confidence":1.0,"start_index":742},{"text":"
+        reconciliation","confidence":0.999998927117538,"start_index":746},{"text":"
+        notes.","confidence":0.9999744217843426,"start_index":761},{"text":"Section","confidence":0.9999997615814777,"start_index":770},{"text":"
+        1.7:","confidence":0.9999996185306077,"start_index":777},{"text":" Invoice","confidence":0.9999961853172863,"start_index":782},{"text":"
+        totals,","confidence":0.9999989420187126,"start_index":790},{"text":" regional","confidence":0.9999996423722521,"start_index":798},{"text":"
+        revenue,","confidence":0.9999997748269489,"start_index":807},{"text":" and","confidence":1.0,"start_index":816},{"text":"
+        reconciliation","confidence":0.9999994039539004,"start_index":820},{"text":"
+        notes.","confidence":0.9999810120438516,"start_index":835},{"text":"Section","confidence":0.9999997615814777,"start_index":844},{"text":"
+        1.8:","confidence":0.9999990940104934,"start_index":851},{"text":" Invoice","confidence":0.9999966621509202,"start_index":856},{"text":"
+        totals,","confidence":0.9999992549424737,"start_index":864},{"text":" regional","confidence":0.9999996423722521,"start_index":872},{"text":"
+        revenue,","confidence":0.9999996291267866,"start_index":881},{"text":" and","confidence":1.0,"start_index":890},{"text":"
+        reconciliation","confidence":0.9999990463265931,"start_index":894},{"text":"
+        notes.","confidence":0.9999728721289091,"start_index":909},{"text":"Confidential","confidence":0.9999518836549753,"start_index":918},{"text":"
+        |","confidence":0.9999737746439785,"start_index":930},{"text":" Page","confidence":0.9999995231630692,"start_index":932},{"text":"
+        1","confidence":0.999984979930698,"start_index":937},{"text":" of","confidence":0.9999988079084972,"start_index":939},{"text":"
+        5","confidence":0.9999911190228811,"start_index":942}],"average_page_confidence_score":0.9999757244500117,"minimum_page_confidence_score":0.9993065638940166},"blocks":[{"top_left_x":55,"top_left_y":14,"bottom_right_x":241,"bottom_right_y":33,"content":"Quarterly
+        Operations Report","type":"header"},{"top_left_x":55,"top_left_y":42,"bottom_right_x":383,"bottom_right_y":67,"content":"##
+        Invoice Summary and Line Items","type":"title"},{"top_left_x":55,"top_left_y":78,"bottom_right_x":726,"bottom_right_y":215,"content":"|  Item
+        | Quantity | Amount  |\n| --- | --- | --- |\n|  Document analysis | 2 | 120.00  |\n|  Document
+        verification | 1 | 80.00  |","type":"table","table_id":null},{"top_left_x":55,"top_left_y":245,"bottom_right_x":726,"bottom_right_y":383,"content":"|  Item
+        continued | Quantity | Amount  |\n| --- | --- | --- |\n|  Fixture validation
+        | 3 | 45.00  |\n|  Provider review | 1 | 25.00  |","type":"table","table_id":null},{"top_left_x":55,"top_left_y":400,"bottom_right_x":458,"bottom_right_y":417,"content":"Section
+        1.1: Invoice totals, regional revenue, and reconciliation notes.","type":"text"},{"top_left_x":55,"top_left_y":436,"bottom_right_x":458,"bottom_right_y":453,"content":"Section
+        1.2: Invoice totals, regional revenue, and reconciliation notes.","type":"text"},{"top_left_x":55,"top_left_y":473,"bottom_right_x":458,"bottom_right_y":489,"content":"Section
+        1.3: Invoice totals, regional revenue, and reconciliation notes.","type":"text"},{"top_left_x":55,"top_left_y":509,"bottom_right_x":458,"bottom_right_y":526,"content":"Section
+        1.4: Invoice totals, regional revenue, and reconciliation notes.","type":"text"},{"top_left_x":55,"top_left_y":545,"bottom_right_x":458,"bottom_right_y":562,"content":"Section
+        1.5: Invoice totals, regional revenue, and reconciliation notes.","type":"text"},{"top_left_x":55,"top_left_y":581,"bottom_right_x":458,"bottom_right_y":598,"content":"Section
+        1.6: Invoice totals, regional revenue, and reconciliation notes.","type":"text"},{"top_left_x":55,"top_left_y":617,"bottom_right_x":458,"bottom_right_y":634,"content":"Section
+        1.7: Invoice totals, regional revenue, and reconciliation notes.","type":"text"},{"top_left_x":55,"top_left_y":653,"bottom_right_x":458,"bottom_right_y":670,"content":"Section
+        1.8: Invoice totals, regional revenue, and reconciliation notes.","type":"text"},{"top_left_x":55,"top_left_y":971,"bottom_right_x":192,"bottom_right_y":988,"content":"Confidential
+        | Page 1 of 5","type":"footer"}]},{"index":1,"markdown":"Quarterly Operations
+        Report\n\n# Revenue Chart and Formula Review\n\n![img-0.jpeg](img-0.jpeg)\n\nQ1\n\n![img-1.jpeg](img-1.jpeg)\n\nQ2\n\n![img-2.jpeg](img-2.jpeg)\n\nQ3\n\n![img-3.jpeg](img-3.jpeg)\n\nQ4\n\n![img-4.jpeg](img-4.jpeg)\n\n![img-5.jpeg](img-5.jpeg)\n\nFormula:
+        gross margin = (revenue - cost) / revenue\n\n![img-6.jpeg](img-6.jpeg)\n\nSection
+        2.1: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.2: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.3: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.4: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.5: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.6: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.7: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 2 of 5","images":[{"id":"img-0.jpeg","top_left_x":87,"top_left_y":141,"bottom_right_x":177,"bottom_right_y":236,"image_base64":null,"image_annotation":null},{"id":"img-1.jpeg","top_left_x":216,"top_left_y":83,"bottom_right_x":306,"bottom_right_y":236,"image_base64":null,"image_annotation":null},{"id":"img-2.jpeg","top_left_x":346,"top_left_y":116,"bottom_right_x":435,"bottom_right_y":236,"image_base64":null,"image_annotation":null},{"id":"img-3.jpeg","top_left_x":476,"top_left_y":65,"bottom_right_x":564,"bottom_right_y":236,"image_base64":null,"image_annotation":null},{"id":"img-4.jpeg","top_left_x":584,"top_left_y":83,"bottom_right_x":681,"bottom_right_y":178,"image_base64":null,"image_annotation":null},{"id":"img-5.jpeg","top_left_x":584,"top_left_y":210,"bottom_right_x":681,"bottom_right_y":295,"image_base64":null,"image_annotation":null},{"id":"img-6.jpeg","top_left_x":584,"top_left_y":315,"bottom_right_x":648,"bottom_right_y":379,"image_base64":null,"image_annotation":null}],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":{"word_confidence_scores":[{"text":"Quarterly","confidence":0.9999450082286201,"start_index":0},{"text":"
+        Operations","confidence":0.9999985694905718,"start_index":9},{"text":" Report","confidence":0.9999984502816872,"start_index":20},{"text":"#","confidence":0.6224462146437987,"start_index":29},{"text":"
+        Revenue","confidence":0.9996663253757535,"start_index":30},{"text":" Chart","confidence":0.9999971389852362,"start_index":38},{"text":"
+        and","confidence":0.9999998807907247,"start_index":44},{"text":" Formula","confidence":0.9999961853172863,"start_index":48},{"text":"
+        Review","confidence":0.9999994039539004,"start_index":56},{"text":"Q1","confidence":0.9998823553881787,"start_index":92},{"text":"Q2","confidence":0.99995857702682,"start_index":123},{"text":"Q3","confidence":0.999945942554003,"start_index":154},{"text":"Q4","confidence":0.9999290177502776,"start_index":185},{"text":"Formula:","confidence":0.9999783490813647,"start_index":243},{"text":"
+        gross","confidence":0.9999924898711537,"start_index":251},{"text":" margin","confidence":0.9999955892755635,"start_index":257},{"text":"
+        =","confidence":0.9989333812562482,"start_index":264},{"text":" (revenue","confidence":0.9998361951419598,"start_index":266},{"text":"
+        -","confidence":0.9996976574692449,"start_index":275},{"text":" cost)","confidence":0.999993880628308,"start_index":277},{"text":"
+        /","confidence":0.9999915362117302,"start_index":283},{"text":" revenue","confidence":0.9999847414437658,"start_index":285},{"text":"Section","confidence":0.999998927117538,"start_index":322},{"text":"
+        2.1:","confidence":0.9999984264439052,"start_index":329},{"text":" Invoice","confidence":0.9999834301824576,"start_index":334},{"text":"
+        totals,","confidence":0.9999996274711035,"start_index":342},{"text":" regional","confidence":0.9999995231630692,"start_index":350},{"text":"
+        revenue,","confidence":0.9999990198357191,"start_index":359},{"text":" and","confidence":1.0,"start_index":368},{"text":"
+        reconciliation","confidence":0.9999883176260755,"start_index":372},{"text":"
+        notes.","confidence":0.999992438784052,"start_index":387},{"text":"Section","confidence":0.9999997615814777,"start_index":396},{"text":"
+        2.2:","confidence":0.9999992132200003,"start_index":403},{"text":" Invoice","confidence":0.9999985694905718,"start_index":408},{"text":"
+        totals,","confidence":0.9999997317791736,"start_index":416},{"text":" regional","confidence":0.9999998807907247,"start_index":424},{"text":"
+        revenue,","confidence":0.9999993377265938,"start_index":433},{"text":" and","confidence":1.0,"start_index":442},{"text":"
+        reconciliation","confidence":0.9999984502816872,"start_index":446},{"text":"
+        notes.","confidence":0.9999984673115108,"start_index":461},{"text":"Section","confidence":0.9999997615814777,"start_index":470},{"text":"
+        2.3:","confidence":0.9999974012515184,"start_index":477},{"text":" Invoice","confidence":0.999997854237364,"start_index":482},{"text":"
+        totals,","confidence":0.9999997615814777,"start_index":490},{"text":" regional","confidence":0.9999997615814777,"start_index":498},{"text":"
+        revenue,","confidence":0.9999991257993328,"start_index":507},{"text":" and","confidence":1.0,"start_index":516},{"text":"
+        reconciliation","confidence":0.9999972581939645,"start_index":520},{"text":"
+        notes.","confidence":0.999998637610022,"start_index":535},{"text":"Section","confidence":1.0,"start_index":544},{"text":"
+        2.4:","confidence":0.9999966144818597,"start_index":551},{"text":" Invoice","confidence":0.9999972581939645,"start_index":556},{"text":"
+        totals,","confidence":0.9999994337561913,"start_index":564},{"text":" regional","confidence":0.9999996423722521,"start_index":572},{"text":"
+        revenue,","confidence":0.9999993509720593,"start_index":581},{"text":" and","confidence":1.0,"start_index":590},{"text":"
+        reconciliation","confidence":0.999995112442896,"start_index":594},{"text":"
+        notes.","confidence":0.9999978372076321,"start_index":609},{"text":"Section","confidence":1.0,"start_index":618},{"text":"
+        2.5:","confidence":0.9999978303999572,"start_index":625},{"text":" Invoice","confidence":0.9999963045256735,"start_index":630},{"text":"
+        totals,","confidence":0.9999994337561913,"start_index":638},{"text":" regional","confidence":0.9999995231630692,"start_index":646},{"text":"
+        revenue,","confidence":0.999999112553871,"start_index":655},{"text":" and","confidence":1.0,"start_index":664},{"text":"
+        reconciliation","confidence":0.9999915362117302,"start_index":668},{"text":"
+        notes.","confidence":0.9999979053268537,"start_index":683},{"text":"Section","confidence":1.0,"start_index":692},{"text":"
+        2.6:","confidence":0.9999988079095885,"start_index":699},{"text":" Invoice","confidence":0.9999971389852362,"start_index":704},{"text":"
+        totals,","confidence":0.9999994337561913,"start_index":712},{"text":" regional","confidence":0.9999994039539004,"start_index":720},{"text":"
+        revenue,","confidence":0.9999992185174944,"start_index":729},{"text":" and","confidence":1.0,"start_index":738},{"text":"
+        reconciliation","confidence":0.9999908209686689,"start_index":742},{"text":"
+        notes.","confidence":0.9999963896745626,"start_index":757},{"text":"Section","confidence":0.9999998807907247,"start_index":766},{"text":"
+        2.7:","confidence":0.9999983549174163,"start_index":773},{"text":" Invoice","confidence":0.9999924898711537,"start_index":778},{"text":"
+        totals,","confidence":0.9999995678665191,"start_index":786},{"text":" regional","confidence":0.9999995231630692,"start_index":794},{"text":"
+        revenue,","confidence":0.9999994436902916,"start_index":803},{"text":" and","confidence":1.0,"start_index":812},{"text":"
+        reconciliation","confidence":0.9999963045256735,"start_index":816},{"text":"
+        notes.","confidence":0.9999970368064676,"start_index":831},{"text":"Section","confidence":0.9999997615814777,"start_index":840},{"text":"
+        2.8:","confidence":0.9999985694916973,"start_index":847},{"text":" Invoice","confidence":0.9999939203633587,"start_index":852},{"text":"
+        totals,","confidence":0.9999995380642163,"start_index":860},{"text":" regional","confidence":0.9999997615814777,"start_index":868},{"text":"
+        revenue,","confidence":0.9999994171993629,"start_index":877},{"text":" and","confidence":1.0,"start_index":886},{"text":"
+        reconciliation","confidence":0.9999967813595916,"start_index":890},{"text":"
+        notes.","confidence":0.9999914341239631,"start_index":905},{"text":"Confidential","confidence":0.9999940793316194,"start_index":914},{"text":"
+        |","confidence":0.9998829501824777,"start_index":926},{"text":" Page","confidence":0.9999988079084972,"start_index":928},{"text":"
+        2","confidence":0.9999998807907247,"start_index":933},{"text":" of","confidence":0.9999992847447459,"start_index":935},{"text":"
+        5","confidence":0.9999972581949876,"start_index":938}],"average_page_confidence_score":0.9961989173048785,"minimum_page_confidence_score":0.6224462146437987},"blocks":[{"top_left_x":55,"top_left_y":14,"bottom_right_x":239,"bottom_right_y":33,"content":"Quarterly
+        Operations Report","type":"header"},{"top_left_x":55,"top_left_y":42,"bottom_right_x":412,"bottom_right_y":65,"content":"#
+        Revenue Chart and Formula Review","type":"title"},{"top_left_x":87,"top_left_y":141,"bottom_right_x":177,"bottom_right_y":236,"content":"![img-0.jpeg](img-0.jpeg)","type":"image","image_id":"img-0.jpeg"},{"top_left_x":113,"top_left_y":249,"bottom_right_x":131,"bottom_right_y":263,"content":"Q1","type":"caption"},{"top_left_x":216,"top_left_y":83,"bottom_right_x":306,"bottom_right_y":236,"content":"![img-1.jpeg](img-1.jpeg)","type":"image","image_id":"img-1.jpeg"},{"top_left_x":242,"top_left_y":249,"bottom_right_x":262,"bottom_right_y":263,"content":"Q2","type":"caption"},{"top_left_x":346,"top_left_y":116,"bottom_right_x":435,"bottom_right_y":236,"content":"![img-2.jpeg](img-2.jpeg)","type":"image","image_id":"img-2.jpeg"},{"top_left_x":372,"top_left_y":249,"bottom_right_x":391,"bottom_right_y":263,"content":"Q3","type":"caption"},{"top_left_x":476,"top_left_y":65,"bottom_right_x":564,"bottom_right_y":236,"content":"![img-3.jpeg](img-3.jpeg)","type":"image","image_id":"img-3.jpeg"},{"top_left_x":501,"top_left_y":249,"bottom_right_x":520,"bottom_right_y":263,"content":"Q4","type":"caption"},{"top_left_x":584,"top_left_y":83,"bottom_right_x":681,"bottom_right_y":178,"content":"![img-4.jpeg](img-4.jpeg)","type":"image","image_id":"img-4.jpeg"},{"top_left_x":584,"top_left_y":210,"bottom_right_x":681,"bottom_right_y":295,"content":"![img-5.jpeg](img-5.jpeg)","type":"image","image_id":"img-5.jpeg"},{"top_left_x":55,"top_left_y":300,"bottom_right_x":322,"bottom_right_y":316,"content":"Formula:
+        gross margin = (revenue - cost) / revenue","type":"text"},{"top_left_x":584,"top_left_y":315,"bottom_right_x":648,"bottom_right_y":379,"content":"![img-6.jpeg](img-6.jpeg)","type":"image","image_id":"img-6.jpeg"},{"top_left_x":54,"top_left_y":399,"bottom_right_x":456,"bottom_right_y":418,"content":"Section
+        2.1: Invoice totals, regional revenue, and reconciliation notes.","type":"text"},{"top_left_x":54,"top_left_y":435,"bottom_right_x":455,"bottom_right_y":453,"content":"Section
+        2.2: Invoice totals, regional revenue, and reconciliation notes.","type":"text"},{"top_left_x":54,"top_left_y":472,"bottom_right_x":455,"bottom_right_y":489,"content":"Section
+        2.3: Invoice totals, regional revenue, and reconciliation notes.","type":"text"},{"top_left_x":54,"top_left_y":509,"bottom_right_x":455,"bottom_right_y":525,"content":"Section
+        2.4: Invoice totals, regional revenue, and reconciliation notes.","type":"text"},{"top_left_x":54,"top_left_y":545,"bottom_right_x":455,"bottom_right_y":562,"content":"Section
+        2.5: Invoice totals, regional revenue, and reconciliation notes.","type":"text"},{"top_left_x":54,"top_left_y":581,"bottom_right_x":455,"bottom_right_y":598,"content":"Section
+        2.6: Invoice totals, regional revenue, and reconciliation notes.","type":"text"},{"top_left_x":54,"top_left_y":616,"bottom_right_x":455,"bottom_right_y":634,"content":"Section
+        2.7: Invoice totals, regional revenue, and reconciliation notes.","type":"text"},{"top_left_x":54,"top_left_y":652,"bottom_right_x":455,"bottom_right_y":670,"content":"Section
+        2.8: Invoice totals, regional revenue, and reconciliation notes.","type":"text"},{"top_left_x":55,"top_left_y":972,"bottom_right_x":190,"bottom_right_y":988,"content":"Confidential
+        | Page 2 of 5","type":"footer"}]},{"index":2,"markdown":"Quarterly Operations
+        Report\n\n# Key Values, Link, Highlight, and Comment\n\nInvoice Number: INV-2048\n\nPurchase
+        Order: PO-4096\n\nhttps://example.com/invoices/INV-2048\n\nHighlighted total
+        requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\nRevised total: 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\n![img-7.jpeg](img-7.jpeg)\n\nConfidential
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+        3.1: Invoice totals, regional revenue, and reconciliation notes.","type":"list"},{"top_left_x":55,"top_left_y":435,"bottom_right_x":458,"bottom_right_y":453,"content":"Section
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+        | Page 3 of 5","type":"footer"}]},{"index":3,"markdown":"Quarterly Operations
+        Report\n\n# Approval Signature and Watermark\n\nApproved by: Jordan Lee\n\nSignature\n\nSection
+        4.1: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        4.2: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        4.3: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        4.4: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        4.5: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        4.6: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        4.7: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        4.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
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+        4.5: Invoice totals, regional revenue, and reconciliation notes.","type":"text"},{"top_left_x":55,"top_left_y":581,"bottom_right_x":458,"bottom_right_y":598,"content":"Section
+        4.6: Invoice totals, regional revenue, and reconciliation notes.","type":"text"},{"top_left_x":55,"top_left_y":617,"bottom_right_x":458,"bottom_right_y":635,"content":"Section
+        4.7: Invoice totals, regional revenue, and reconciliation notes.","type":"text"},{"top_left_x":55,"top_left_y":653,"bottom_right_x":458,"bottom_right_y":671,"content":"Section
+        4.8: Invoice totals, regional revenue, and reconciliation notes.","type":"text"},{"top_left_x":55,"top_left_y":971,"bottom_right_x":192,"bottom_right_y":988,"content":"Confidential
+        | Page 4 of 5","type":"footer"}]},{"index":4,"markdown":"Quarterly Operations
+        Report\n\n# Appendix with Section Boundaries\n\n## 1. Scope\n\n## 2. Findings\n\n##
+        3. Recommendations\n\nSection 5.1: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 5.2: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 5.3: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 5.4: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 5.5: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 5.6: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 5.7: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 5.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 5 of 5","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":{"word_confidence_scores":[{"text":"Quarterly","confidence":0.9999721456321925,"start_index":0},{"text":"
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+        Appendix","confidence":0.9570288883605821,"start_index":30},{"text":" with","confidence":0.9999961853172863,"start_index":39},{"text":"
+        Section","confidence":0.9999947548186582,"start_index":44},{"text":" Boundaries","confidence":0.9999530888305425,"start_index":52},{"text":"##","confidence":0.9046198790849843,"start_index":65},{"text":"
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+        1. Scope","type":"title"},{"top_left_x":55,"top_left_y":166,"bottom_right_x":158,"bottom_right_y":188,"content":"##
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 3.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 3.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 3.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
21 0 obj
<<
/Length 1494
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Approval Signature and Watermark) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 4 of 5) Tj T* ET
q
.827451 .827451 .827451 rg
BT /F2 54 Tf 64.8 TL ET
.906308 .422618 -0.422618 .906308 110 390 cm
BT 1 0 0 1 0 0 Tm (DRAFT) Tj T* ET
Q
0 0 0 rg
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 635 Tm (Approved by: Jordan Lee) Tj T* ET
n 45 610 m 310 610 l S
n 55 595 m 75 625 112 602 155 600 c S
BT 1 0 0 1 45 580 Tm (Signature) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 4.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 4.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 4.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 4.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 4.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 4.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 4.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 4.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
22 0 obj
<<
/Length 1327
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Appendix with Section Boundaries) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 5 of 5) Tj T* ET
BT /F2 14 Tf 16.8 TL ET
BT 1 0 0 1 45 700 Tm (1. Scope) Tj T* ET
BT 1 0 0 1 45 650 Tm (2. Findings) Tj T* ET
BT 1 0 0 1 45 600 Tm (3. Recommendations) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 5.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 5.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 5.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 5.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 5.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 5.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 5.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 5.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
xref
0 23
0000000000 65535 f 
0000000061 00000 n 
0000000102 00000 n 
0000000209 00000 n 
0000000321 00000 n 
0000000516 00000 n 
0000006322 00000 n 
0000012824 00000 n 
0000014142 00000 n 
0000014496 00000 n 
0000014664 00000 n 
0000014850 00000 n 
0000015028 00000 n 
0000015256 00000 n 
0000015452 00000 n 
0000015648 00000 n 
0000015718 00000 n 
0000016128 00000 n 
0000016215 00000 n 
0000018552 00000 n 
0000020327 00000 n 
0000022845 00000 n 
0000024391 00000 n 
trailer
<<
/ID 
[<cb011a3ef088e46b638e8b45c01a470f><cb011a3ef088e46b638e8b45c01a470f>]
% ReportLab generated PDF document -- digest (opensource)

/Info 16 0 R
/Root 15 0 R
/Size 23
>>
startxref
25770
%%EOF

+        type: document_url
+      model: azure_ai/mistral-ocr-4-0
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/azure-mistral/14bf631fc3fd377ab96a27a6a135a20e0b1efdf8c12c66ea93f1f81e0ebab9f5.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/azure-mistral/14bf631fc3fd377ab96a27a6a135a20e0b1efdf8c12c66ea93f1f81e0ebab9f5.yaml
new file mode 100644
index 00000000000..e648e2d0a8a
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/azure-mistral/14bf631fc3fd377ab96a27a6a135a20e0b1efdf8c12c66ea93f1f81e0ebab9f5.yaml
@@ -0,0 +1,217 @@
+interactions:
+- request:
+    body: '{"model":"mistral-ocr-4-0","document":{"type":"document_url","document_url":"data:application/pdf;base64,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+      Accept:
+      - '*/*'
+      Content-Type:
+      - application/json
+      User-Agent:
+      - litellm/1.101.0
+    method: POST
+    uri: http://parity-provider.invalid/providers/mistral/azure/ocr
+  response:
+    body:
+      string: '{"pages":[{"index":0,"markdown":"Quarterly Operations Report\n\n# Invoice
+        Summary and Line Items\n\n|  Item | Quantity | Amount  |\n| --- | --- | ---
+        |\n|  Document analysis | 2 | 120.00  |\n|  Document verification | 1 | 80.00  |\n\n|  Item
+        continued | Quantity | Amount  |\n| --- | --- | --- |\n|  Fixture validation
+        | 3 | 45.00  |\n|  Provider review | 1 | 25.00  |\n\nSection 1.1: Invoice
+        totals, regional revenue, and reconciliation notes.\n\nSection 1.2: Invoice
+        totals, regional revenue, and reconciliation notes.\n\nSection 1.3: Invoice
+        totals, regional revenue, and reconciliation notes.\n\nSection 1.4: Invoice
+        totals, regional revenue, and reconciliation notes.\n\nSection 1.5: Invoice
+        totals, regional revenue, and reconciliation notes.\n\nSection 1.6: Invoice
+        totals, regional revenue, and reconciliation notes.\n\nSection 1.7: Invoice
+        totals, regional revenue, and reconciliation notes.\n\nSection 1.8: Invoice
+        totals, regional revenue, and reconciliation notes.\n\nConfidential | Page
+        1 of 5","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[{"top_left_x":55,"top_left_y":14,"bottom_right_x":240,"bottom_right_y":33,"content":"Quarterly
+        Operations Report","type":"header"},{"top_left_x":55,"top_left_y":42,"bottom_right_x":382,"bottom_right_y":67,"content":"#
+        Invoice Summary and Line Items","type":"title"},{"top_left_x":55,"top_left_y":78,"bottom_right_x":728,"bottom_right_y":215,"content":"|  Item
+        | Quantity | Amount  |\n| --- | --- | --- |\n|  Document analysis | 2 | 120.00  |\n|  Document
+        verification | 1 | 80.00  |","type":"table","table_id":null},{"top_left_x":55,"top_left_y":245,"bottom_right_x":728,"bottom_right_y":383,"content":"|  Item
+        continued | Quantity | Amount  |\n| --- | --- | --- |\n|  Fixture validation
+        | 3 | 45.00  |\n|  Provider review | 1 | 25.00  |","type":"table","table_id":null},{"top_left_x":55,"top_left_y":400,"bottom_right_x":458,"bottom_right_y":417,"content":"Section
+        1.1: Invoice totals, regional revenue, and reconciliation notes.","type":"text"},{"top_left_x":55,"top_left_y":436,"bottom_right_x":458,"bottom_right_y":453,"content":"Section
+        1.2: Invoice totals, regional revenue, and reconciliation notes.","type":"text"},{"top_left_x":55,"top_left_y":473,"bottom_right_x":458,"bottom_right_y":489,"content":"Section
+        1.3: Invoice totals, regional revenue, and reconciliation notes.","type":"text"},{"top_left_x":55,"top_left_y":509,"bottom_right_x":458,"bottom_right_y":526,"content":"Section
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+        gross margin = (revenue - cost) / revenue\n\n![img-6.jpeg](img-6.jpeg)\n\nSection
+        2.1: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.2: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.3: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.4: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.5: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.6: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.7: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
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+        Report\n\n# Key Values, Link, Highlight, and Comment\n\nInvoice Number: INV-2048\n\nPurchase
+        Order: PO-4096\n\nhttps://example.com/invoices/INV-2048\n\nHighlighted total
+        requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\nRevised total: 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\n![img-7.jpeg](img-7.jpeg)\n\nConfidential
+        | Page 3 of 5","images":[{"id":"img-7.jpeg","top_left_x":138,"top_left_y":763,"bottom_right_x":331,"bottom_right_y":856,"image_base64":null,"image_annotation":null}],"tables":[],"hyperlinks":["https://example.com/invoices/INV-2048"],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[{"top_left_x":55,"top_left_y":14,"bottom_right_x":240,"bottom_right_y":33,"content":"Quarterly
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+        Number: INV-2048","type":"text"},{"top_left_x":55,"top_left_y":136,"bottom_right_x":241,"bottom_right_y":154,"content":"Purchase
+        Order: PO-4096","type":"text"},{"top_left_x":55,"top_left_y":265,"bottom_right_x":330,"bottom_right_y":284,"content":"https://example.com/invoices/INV-2048","type":"text"},{"top_left_x":55,"top_left_y":284,"bottom_right_x":287,"bottom_right_y":304,"content":"Highlighted
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+        comment: verify the highlighted total before approval","type":"text"},{"top_left_x":55,"top_left_y":369,"bottom_right_x":206,"bottom_right_y":387,"content":"Revised
+        total: 245.00","type":"text"},{"top_left_x":55,"top_left_y":400,"bottom_right_x":458,"bottom_right_y":417,"content":"Section
+        3.1: Invoice totals, regional revenue, and reconciliation notes.","type":"list"},{"top_left_x":55,"top_left_y":436,"bottom_right_x":458,"bottom_right_y":453,"content":"Section
+        3.2: Invoice totals, regional revenue, and reconciliation notes.","type":"list"},{"top_left_x":55,"top_left_y":473,"bottom_right_x":458,"bottom_right_y":489,"content":"Section
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+        Report\n\n# Approval Signature and Watermark\n\nApproved by: Jordan Lee\n\nSignature\n\nSection
+        4.1: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        4.2: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        4.3: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        4.4: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        4.5: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        4.6: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        4.7: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        4.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
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+        | Page 4 of 5","type":"footer"}]},{"index":4,"markdown":"Quarterly Operations
+        Report\n\n# Appendix with Section Boundaries\n\n## 1. Scope\n\n## 2. Findings\n\n##
+        3. Recommendations\n\nSection 5.1: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 5.2: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 5.3: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 5.4: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 5.5: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 5.6: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 5.7: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 5.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 5 of 5","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[{"top_left_x":55,"top_left_y":14,"bottom_right_x":241,"bottom_right_y":33,"content":"Quarterly
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 3.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 3.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 3.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
21 0 obj
<<
/Length 1494
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Approval Signature and Watermark) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 4 of 5) Tj T* ET
q
.827451 .827451 .827451 rg
BT /F2 54 Tf 64.8 TL ET
.906308 .422618 -0.422618 .906308 110 390 cm
BT 1 0 0 1 0 0 Tm (DRAFT) Tj T* ET
Q
0 0 0 rg
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 635 Tm (Approved by: Jordan Lee) Tj T* ET
n 45 610 m 310 610 l S
n 55 595 m 75 625 112 602 155 600 c S
BT 1 0 0 1 45 580 Tm (Signature) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 4.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 4.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 4.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 4.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 4.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 4.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 4.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 4.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
22 0 obj
<<
/Length 1327
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Appendix with Section Boundaries) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 5 of 5) Tj T* ET
BT /F2 14 Tf 16.8 TL ET
BT 1 0 0 1 45 700 Tm (1. Scope) Tj T* ET
BT 1 0 0 1 45 650 Tm (2. Findings) Tj T* ET
BT 1 0 0 1 45 600 Tm (3. Recommendations) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 5.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 5.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 5.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 5.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 5.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 5.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 5.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 5.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
xref
0 23
0000000000 65535 f 
0000000061 00000 n 
0000000102 00000 n 
0000000209 00000 n 
0000000321 00000 n 
0000000516 00000 n 
0000006322 00000 n 
0000012824 00000 n 
0000014142 00000 n 
0000014496 00000 n 
0000014664 00000 n 
0000014850 00000 n 
0000015028 00000 n 
0000015256 00000 n 
0000015452 00000 n 
0000015648 00000 n 
0000015718 00000 n 
0000016128 00000 n 
0000016215 00000 n 
0000018552 00000 n 
0000020327 00000 n 
0000022845 00000 n 
0000024391 00000 n 
trailer
<<
/ID 
[<cb011a3ef088e46b638e8b45c01a470f><cb011a3ef088e46b638e8b45c01a470f>]
% ReportLab generated PDF document -- digest (opensource)

/Info 16 0 R
/Root 15 0 R
/Size 23
>>
startxref
25770
%%EOF

+        type: document_url
+      model: azure_ai/mistral-ocr-4-0
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/azure-mistral/308e3da5b40ae506ea9bcdb1fe72e41eaeaa0a4780107c10ee1d4e6d5fcf8887.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/azure-mistral/308e3da5b40ae506ea9bcdb1fe72e41eaeaa0a4780107c10ee1d4e6d5fcf8887.yaml
new file mode 100644
index 00000000000..9103d3070a7
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/azure-mistral/308e3da5b40ae506ea9bcdb1fe72e41eaeaa0a4780107c10ee1d4e6d5fcf8887.yaml
@@ -0,0 +1,218 @@
+interactions:
+- request:
+    body: '{"model":"mistral-ocr-4-0","document":{"type":"document_url","document_url":"data:application/pdf;base64,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+      string: '{"pages":[{"index":0,"markdown":"Quarterly Operations Report\n\n##
+        Invoice Summary and Line Items\n\n|  Item | Quantity | Amount  |\n| --- |
+        --- | --- |\n|  Document analysis | 2 | 120.00  |\n|  Document verification
+        | 1 | 80.00  |\n\n|  Item continued | Quantity | Amount  |\n| --- | --- |
+        --- |\n|  Fixture validation | 3 | 45.00  |\n|  Provider review | 1 | 25.00  |\n\nSection
+        1.1: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.2: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.3: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.4: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.5: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.6: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.7: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 1 of 5","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[{"top_left_x":55,"top_left_y":14,"bottom_right_x":241,"bottom_right_y":33,"content":"Quarterly
+        Operations Report","type":"header"},{"top_left_x":55,"top_left_y":42,"bottom_right_x":383,"bottom_right_y":67,"content":"##
+        Invoice Summary and Line Items","type":"title"},{"top_left_x":55,"top_left_y":78,"bottom_right_x":726,"bottom_right_y":215,"content":"|  Item
+        | Quantity | Amount  |\n| --- | --- | --- |\n|  Document analysis | 2 | 120.00  |\n|  Document
+        verification | 1 | 80.00  |","type":"table","table_id":null},{"top_left_x":55,"top_left_y":245,"bottom_right_x":726,"bottom_right_y":383,"content":"|  Item
+        continued | Quantity | Amount  |\n| --- | --- | --- |\n|  Fixture validation
+        | 3 | 45.00  |\n|  Provider review | 1 | 25.00  |","type":"table","table_id":null},{"top_left_x":55,"top_left_y":400,"bottom_right_x":458,"bottom_right_y":417,"content":"Section
+        1.1: Invoice totals, regional revenue, and reconciliation notes.","type":"text"},{"top_left_x":55,"top_left_y":436,"bottom_right_x":458,"bottom_right_y":453,"content":"Section
+        1.2: Invoice totals, regional revenue, and reconciliation notes.","type":"text"},{"top_left_x":55,"top_left_y":473,"bottom_right_x":458,"bottom_right_y":489,"content":"Section
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+        gross margin = (revenue - cost) / revenue\n\n![img-6.jpeg](img-6.jpeg)\n\nSection
+        2.1: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.2: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.3: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.4: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.5: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.6: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.7: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
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+        Report\n\n# Key Values, Link, Highlight, and Comment\n\nInvoice Number: INV-2048\n\nPurchase
+        Order: PO-4096\n\nhttps://example.com/invoices/INV-2048\n\nHighlighted total
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+        approval\n\nRevised total: 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\n![img-7.jpeg](img-7.jpeg)\n\nConfidential
+        | Page 3 of 5","images":[{"id":"img-7.jpeg","top_left_x":138,"top_left_y":763,"bottom_right_x":331,"bottom_right_y":856,"image_base64":null,"image_annotation":null}],"tables":[],"hyperlinks":["https://example.com/invoices/INV-2048"],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[{"top_left_x":55,"top_left_y":14,"bottom_right_x":240,"bottom_right_y":33,"content":"Quarterly
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+        Number: INV-2048","type":"text"},{"top_left_x":55,"top_left_y":136,"bottom_right_x":241,"bottom_right_y":154,"content":"Purchase
+        Order: PO-4096","type":"text"},{"top_left_x":55,"top_left_y":265,"bottom_right_x":330,"bottom_right_y":284,"content":"https://example.com/invoices/INV-2048","type":"text"},{"top_left_x":55,"top_left_y":284,"bottom_right_x":287,"bottom_right_y":304,"content":"Highlighted
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+        3.1: Invoice totals, regional revenue, and reconciliation notes.","type":"list"},{"top_left_x":55,"top_left_y":436,"bottom_right_x":458,"bottom_right_y":453,"content":"Section
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+        Report\n\n# Approval Signature and Watermark\n\nApproved by: Jordan Lee\n\nSignature\n\nSection
+        4.1: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        4.2: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        4.3: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        4.4: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        4.5: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        4.6: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        4.7: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        4.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
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+        | Page 4 of 5","type":"footer"}]},{"index":4,"markdown":"Quarterly Operations
+        Report\n\n# Appendix with Section Boundaries\n\n## 1. Scope\n\n## 2. Findings\n\n##
+        3. Recommendations\n\nSection 5.1: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 5.2: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 5.3: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 5.4: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 5.5: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 5.6: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 5.7: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 5.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 5 of 5","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[{"top_left_x":55,"top_left_y":14,"bottom_right_x":241,"bottom_right_y":33,"content":"Quarterly
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 3.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 3.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 3.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
21 0 obj
<<
/Length 1494
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Approval Signature and Watermark) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 4 of 5) Tj T* ET
q
.827451 .827451 .827451 rg
BT /F2 54 Tf 64.8 TL ET
.906308 .422618 -0.422618 .906308 110 390 cm
BT 1 0 0 1 0 0 Tm (DRAFT) Tj T* ET
Q
0 0 0 rg
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 635 Tm (Approved by: Jordan Lee) Tj T* ET
n 45 610 m 310 610 l S
n 55 595 m 75 625 112 602 155 600 c S
BT 1 0 0 1 45 580 Tm (Signature) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 4.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 4.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 4.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 4.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 4.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 4.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 4.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 4.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
22 0 obj
<<
/Length 1327
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Appendix with Section Boundaries) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 5 of 5) Tj T* ET
BT /F2 14 Tf 16.8 TL ET
BT 1 0 0 1 45 700 Tm (1. Scope) Tj T* ET
BT 1 0 0 1 45 650 Tm (2. Findings) Tj T* ET
BT 1 0 0 1 45 600 Tm (3. Recommendations) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 5.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 5.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 5.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 5.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 5.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 5.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 5.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 5.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
xref
0 23
0000000000 65535 f 
0000000061 00000 n 
0000000102 00000 n 
0000000209 00000 n 
0000000321 00000 n 
0000000516 00000 n 
0000006322 00000 n 
0000012824 00000 n 
0000014142 00000 n 
0000014496 00000 n 
0000014664 00000 n 
0000014850 00000 n 
0000015028 00000 n 
0000015256 00000 n 
0000015452 00000 n 
0000015648 00000 n 
0000015718 00000 n 
0000016128 00000 n 
0000016215 00000 n 
0000018552 00000 n 
0000020327 00000 n 
0000022845 00000 n 
0000024391 00000 n 
trailer
<<
/ID 
[<cb011a3ef088e46b638e8b45c01a470f><cb011a3ef088e46b638e8b45c01a470f>]
% ReportLab generated PDF document -- digest (opensource)

/Info 16 0 R
/Root 15 0 R
/Size 23
>>
startxref
25770
%%EOF

+        type: document_url
+      include_image_base64: false
+      model: azure_ai/mistral-ocr-4-0
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/azure-mistral/36a2fec0e0b8c4fd64dc8ffe1d0bbb4fcc93d18612764adfd0e5d9fbca0313a9.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/azure-mistral/36a2fec0e0b8c4fd64dc8ffe1d0bbb4fcc93d18612764adfd0e5d9fbca0313a9.yaml
new file mode 100644
index 00000000000..efe238d048d
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/azure-mistral/36a2fec0e0b8c4fd64dc8ffe1d0bbb4fcc93d18612764adfd0e5d9fbca0313a9.yaml
@@ -0,0 +1,218 @@
+interactions:
+- request:
+    body: '{"model":"mistral-ocr-4-0","document":{"type":"document_url","document_url":"data:application/pdf;base64,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+      Accept:
+      - '*/*'
+      Content-Type:
+      - application/json
+      User-Agent:
+      - litellm/1.101.0
+    method: POST
+    uri: http://parity-provider.invalid/providers/mistral/azure/ocr
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+      string: '{"pages":[{"index":0,"markdown":"Quarterly Operations Report\n\n# Invoice
+        Summary and Line Items\n\n|  Item | Quantity | Amount  |\n| --- | --- | ---
+        |\n|  Document analysis | 2 | 120.00  |\n|  Document verification | 1 | 80.00  |\n\n|  Item
+        continued | Quantity | Amount  |\n| --- | --- | --- |\n|  Fixture validation
+        | 3 | 45.00  |\n|  Provider review | 1 | 25.00  |\n\nSection 1.1: Invoice
+        totals, regional revenue, and reconciliation notes.\n\nSection 1.2: Invoice
+        totals, regional revenue, and reconciliation notes.\n\nSection 1.3: Invoice
+        totals, regional revenue, and reconciliation notes.\n\nSection 1.4: Invoice
+        totals, regional revenue, and reconciliation notes.\n\nSection 1.5: Invoice
+        totals, regional revenue, and reconciliation notes.\n\nSection 1.6: Invoice
+        totals, regional revenue, and reconciliation notes.\n\nSection 1.7: Invoice
+        totals, regional revenue, and reconciliation notes.\n\nSection 1.8: Invoice
+        totals, regional revenue, and reconciliation notes.\n\nConfidential | Page
+        1 of 5","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[{"top_left_x":55,"top_left_y":14,"bottom_right_x":240,"bottom_right_y":33,"content":"Quarterly
+        Operations Report","type":"header"},{"top_left_x":55,"top_left_y":42,"bottom_right_x":382,"bottom_right_y":67,"content":"#
+        Invoice Summary and Line Items","type":"title"},{"top_left_x":55,"top_left_y":78,"bottom_right_x":728,"bottom_right_y":216,"content":"|  Item
+        | Quantity | Amount  |\n| --- | --- | --- |\n|  Document analysis | 2 | 120.00  |\n|  Document
+        verification | 1 | 80.00  |","type":"table","table_id":null},{"top_left_x":55,"top_left_y":246,"bottom_right_x":728,"bottom_right_y":384,"content":"|  Item
+        continued | Quantity | Amount  |\n| --- | --- | --- |\n|  Fixture validation
+        | 3 | 45.00  |\n|  Provider review | 1 | 25.00  |","type":"table","table_id":null},{"top_left_x":55,"top_left_y":400,"bottom_right_x":458,"bottom_right_y":417,"content":"Section
+        1.1: Invoice totals, regional revenue, and reconciliation notes.","type":"text"},{"top_left_x":55,"top_left_y":436,"bottom_right_x":458,"bottom_right_y":453,"content":"Section
+        1.2: Invoice totals, regional revenue, and reconciliation notes.","type":"text"},{"top_left_x":55,"top_left_y":473,"bottom_right_x":458,"bottom_right_y":489,"content":"Section
+        1.3: Invoice totals, regional revenue, and reconciliation notes.","type":"text"},{"top_left_x":55,"top_left_y":509,"bottom_right_x":458,"bottom_right_y":526,"content":"Section
+        1.4: Invoice totals, regional revenue, and reconciliation notes.","type":"text"},{"top_left_x":55,"top_left_y":545,"bottom_right_x":458,"bottom_right_y":562,"content":"Section
+        1.5: Invoice totals, regional revenue, and reconciliation notes.","type":"text"},{"top_left_x":55,"top_left_y":581,"bottom_right_x":458,"bottom_right_y":598,"content":"Section
+        1.6: Invoice totals, regional revenue, and reconciliation notes.","type":"text"},{"top_left_x":55,"top_left_y":617,"bottom_right_x":458,"bottom_right_y":634,"content":"Section
+        1.7: Invoice totals, regional revenue, and reconciliation notes.","type":"text"},{"top_left_x":55,"top_left_y":653,"bottom_right_x":458,"bottom_right_y":670,"content":"Section
+        1.8: Invoice totals, regional revenue, and reconciliation notes.","type":"text"},{"top_left_x":55,"top_left_y":971,"bottom_right_x":192,"bottom_right_y":988,"content":"Confidential
+        | Page 1 of 5","type":"footer"}]},{"index":1,"markdown":"Quarterly Operations
+        Report\n\n# Revenue Chart and Formula Review\n\n![img-0.jpeg](img-0.jpeg)\n\nQ1\n\n![img-1.jpeg](img-1.jpeg)\n\nQ2\n\n![img-2.jpeg](img-2.jpeg)\n\nQ3\n\n![img-3.jpeg](img-3.jpeg)\n\nQ4\n\n![img-4.jpeg](img-4.jpeg)\n\n![img-5.jpeg](img-5.jpeg)\n\nFormula:
+        gross margin = (revenue - cost) / revenue\n\n![img-6.jpeg](img-6.jpeg)\n\nSection
+        2.1: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.2: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.3: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.4: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.5: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.6: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.7: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 2 of 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+        Operations Report","type":"header"},{"top_left_x":55,"top_left_y":42,"bottom_right_x":412,"bottom_right_y":65,"content":"#
+        Revenue Chart and Formula Review","type":"title"},{"top_left_x":87,"top_left_y":141,"bottom_right_x":177,"bottom_right_y":236,"content":"![img-0.jpeg](img-0.jpeg)","type":"image","image_id":"img-0.jpeg"},{"top_left_x":113,"top_left_y":249,"bottom_right_x":131,"bottom_right_y":263,"content":"Q1","type":"caption"},{"top_left_x":216,"top_left_y":84,"bottom_right_x":306,"bottom_right_y":236,"content":"![img-1.jpeg](img-1.jpeg)","type":"image","image_id":"img-1.jpeg"},{"top_left_x":242,"top_left_y":249,"bottom_right_x":262,"bottom_right_y":263,"content":"Q2","type":"caption"},{"top_left_x":346,"top_left_y":116,"bottom_right_x":435,"bottom_right_y":236,"content":"![img-2.jpeg](img-2.jpeg)","type":"image","image_id":"img-2.jpeg"},{"top_left_x":372,"top_left_y":249,"bottom_right_x":391,"bottom_right_y":263,"content":"Q3","type":"caption"},{"top_left_x":476,"top_left_y":65,"bottom_right_x":563,"bottom_right_y":236,"content":"![img-3.jpeg](img-3.jpeg)","type":"image","image_id":"img-3.jpeg"},{"top_left_x":501,"top_left_y":249,"bottom_right_x":520,"bottom_right_y":263,"content":"Q4","type":"caption"},{"top_left_x":584,"top_left_y":84,"bottom_right_x":681,"bottom_right_y":177,"content":"![img-4.jpeg](img-4.jpeg)","type":"image","image_id":"img-4.jpeg"},{"top_left_x":584,"top_left_y":211,"bottom_right_x":681,"bottom_right_y":295,"content":"![img-5.jpeg](img-5.jpeg)","type":"image","image_id":"img-5.jpeg"},{"top_left_x":55,"top_left_y":300,"bottom_right_x":322,"bottom_right_y":316,"content":"Formula:
+        gross margin = (revenue - cost) / revenue","type":"text"},{"top_left_x":584,"top_left_y":315,"bottom_right_x":648,"bottom_right_y":379,"content":"![img-6.jpeg](img-6.jpeg)","type":"image","image_id":"img-6.jpeg"},{"top_left_x":54,"top_left_y":399,"bottom_right_x":456,"bottom_right_y":418,"content":"Section
+        2.1: Invoice totals, regional revenue, and reconciliation notes.","type":"text"},{"top_left_x":54,"top_left_y":435,"bottom_right_x":455,"bottom_right_y":453,"content":"Section
+        2.2: Invoice totals, regional revenue, and reconciliation notes.","type":"text"},{"top_left_x":54,"top_left_y":472,"bottom_right_x":455,"bottom_right_y":489,"content":"Section
+        2.3: Invoice totals, regional revenue, and reconciliation notes.","type":"text"},{"top_left_x":54,"top_left_y":509,"bottom_right_x":455,"bottom_right_y":525,"content":"Section
+        2.4: Invoice totals, regional revenue, and reconciliation notes.","type":"text"},{"top_left_x":54,"top_left_y":545,"bottom_right_x":455,"bottom_right_y":562,"content":"Section
+        2.5: Invoice totals, regional revenue, and reconciliation notes.","type":"text"},{"top_left_x":54,"top_left_y":581,"bottom_right_x":455,"bottom_right_y":598,"content":"Section
+        2.6: Invoice totals, regional revenue, and reconciliation notes.","type":"text"},{"top_left_x":54,"top_left_y":616,"bottom_right_x":455,"bottom_right_y":634,"content":"Section
+        2.7: Invoice totals, regional revenue, and reconciliation notes.","type":"text"},{"top_left_x":54,"top_left_y":652,"bottom_right_x":455,"bottom_right_y":671,"content":"Section
+        2.8: Invoice totals, regional revenue, and reconciliation notes.","type":"text"},{"top_left_x":55,"top_left_y":972,"bottom_right_x":190,"bottom_right_y":988,"content":"Confidential
+        | Page 2 of 5","type":"footer"}]},{"index":2,"markdown":"Quarterly Operations
+        Report\n\n# Key Values, Link, Highlight, and Comment\n\nInvoice Number: INV-2048\n\nPurchase
+        Order: PO-4096\n\nhttps://example.com/invoices/INV-2048\n\nHighlighted total
+        requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\nRevised total: 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\n![img-7.jpeg](img-7.jpeg)\n\nConfidential
+        | Page 3 of 5","images":[{"id":"img-7.jpeg","top_left_x":138,"top_left_y":763,"bottom_right_x":331,"bottom_right_y":856,"image_base64":"data:image/jpeg;base64,/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDAxNDQ0Hyc5PTgyPC4zNDL/2wBDAQkJCQwLDBgNDRgyIRwhMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjL/wAARCABdAMEDASIAAhEBAxEB/8QAHwAAAQUBAQEBAQEAAAAAAAAAAAECAwQFBgcICQoL/8QAtRAAAgEDAwIEAwUFBAQAAAF9AQIDAAQRBRIhMUEGE1FhByJxFDKBkaEII0KxwRVS0fAkM2JyggkKFhcYGRolJicoKSo0NTY3ODk6Q0RFRkdISUpTVFVWV1hZWmNkZWZnaGlqc3R1dnd4eXqDhIWGh4iJipKTlJWWl5iZmqKjpKWmp6ipqrKztLW2t7i5usLDxMXGx8jJytLT1NXW19jZ2uHi4+Tl5ufo6erx8vP09fb3+Pn6/8QAHwEAAwEBAQEBAQEBAQAAAAAAAAECAwQFBgcICQoL/8QAtREAAgECBAQDBAcFBAQAAQJ3AAECAxEEBSExBhJBUQdhcRMiMoEIFEKRobHBCSMzUvAVYnLRChYkNOEl8RcYGRomJygpKjU2Nzg5OkNERUZHSElKU1RVVldYWVpjZGVmZ2hpanN0dXZ3eHl6goOEhYaHiImKkpOUlZaXmJmaoqOkpaanqKmqsrO0tba3uLm6wsPExcbHyMnK0tPU1dbX2Nna4uPk5ebn6Onq8vP09fb3+Pn6/9oADAMBAAIRAxEAPwCxf+NPEcXijx5bR6tOsOntALVAF/dbriJDjjuGI/Gj4neM/EWifFnSdK07VJrexmS2MkKBcMWkIPUdwKwdS/5HL4mf9dLb/wBK4aX4x/8AJcNE/wCudp/6NagDe8e+M/EWlfGvS9GstVmh06aW0DwKFwwZwGzx3rpviR4i1bSPH3gWw0++kt7a/vhHdRoBiVfMiGD+BP51558Tv+ThtF/67WP/AKMFdf8AFr/kp/w2/wCwgP8A0bDQBmweMvETeIPAkDapN5Wo3l0l0uF/eql06KDx2UAU3xF408RWvjP4g2cGqzJb6dpoltIwBiJ90AyOP9pvzrFt/wDkZ/hp/wBf97/6WyVH4q/5KB8Uf+wQP/QregDZ8YeNvEmn/B3wnrFpq08V/eORcTgLukGG68Y7Uln428SSeK/DFq+rTtBdeG3u54yFxJL5M7bjx1yqn8KwfHn/ACQPwN/10P8A6C9Jp/8AyO3g7/sUn/8ASe4oAg0X4j+L7jwF4ov5tduXubSSyWCQhcoHdw2OO+BXs+p6zqUHg7wbdxXTrcX17psVy4AzIshXeD9cmvm/w/8A8kx8Z/8AXXT/AP0ZJX0FrH/IheAP+wjpH80oAf8AEXX9V0i/uY7G9kgVfD95dALjiVHjCtyOoDGvJF+I3i7/AIVTNqf9uXP20a2luJsLkRmB2K9OmQDXpPxX/wCQpd/9ivf/APocVeGp/wAkUn/7GKL/ANJnoA9Qfxt4jHx7n0L+15/7MWeRBb4XbgQlh29eaxde+IXiu11bwbHDrdxGl7plpNcqAv7x2kYMx47gCopP+Tmrr/r5m/8ASdq53xN/yG/AH/YHsf8A0a9AHtvw38RavrHj/wAdWGoX0k9rp975drG2MRL5kowPwUD8K4H4g+PfFGk6Vp0tjrM8DyanqkLlQvzJHMqoOR2BNdX8Jf8Akp/xJ/7CH/tWavMfil/yBdK/7DGs/wDpQlAF3XviP4vtfBHhO8g125S4vI7s3EgC5kKzlRnjsOK6aTxv4kHx4tdDGrTjTJJrdWt8LghoEY9u5JNeYeJv+Sd+CP8Arle/+lBrsJf+TlrH/rva/wDpOlAEL/EfxevwxGpDXbkXv9ttb+dhc+X5Ibb09ea7Pw34w8QXfxE8B6dPqkz2moaILi6iIXEsmyc7jx1yi/lXkcn/ACR3/uYm/wDScV6B4S/5Kv8ADT/sXR/6LuaAOr8UeKdcsfhp4s1G21GWO8s9eltreVQMxxiZVCjjpgmuV0zx54omsfh1JJrNwzalq81vdkhf3qCaEAHj0Zh+NafjP/kkPjf/ALGaf/0elcTo/wDyDPhT/wBh24/9H29AHoHx38X6/wCGL/RY9F1OazWeKYyhAPmIK46/U1R+IHjXxHpWjatNY6rPC8Wq2MCEBeI3sjIy9O7c1S/aW/5Cnh7/AK4z/wDoS1m/FD/kX9b/AOw1p3/puNAH0D9puf8Ans36f4UUyigDwfUv+Ry+Jn/XS2/9K4aX4x/8lw0T/rnaf+jWpNS/5HL4mf8AXS2/9K4aX4x/8lw0T/rnaf8Ao1qAF+J3/Jw2i/8AXax/9GCuv+LX/JT/AIbf9hAf+jYa5D4nf8nDaL/12sf/AEYK6/4tf8lP+G3/AGEB/wCjYaAORt/+Rn+Gn/X/AHv/AKWyVH4q/wCSgfFH/sED/wBCt6kt/wDkZ/hp/wBf97/6WyVH4q/5KB8Uf+wQP/QregCHx5/yQPwN/wBdD/6C9Jp//I7eDv8AsUn/APSe4pfHn/JA/A3/AF0P/oL0mn/8jt4O/wCxSf8A9J7igDj/AA//AMkx8Z/9ddP/APRklfQWsf8AIheAP+wjpH80r598P/8AJMfGf/XXT/8A0ZJX0FrH/IheAP8AsI6R/NKAKHxX/wCQpd/9ivf/APocVeGp/wAkUn/7GKL/ANJnr3L4r/8AIUu/+xXv/wD0OKvDU/5IpP8A9jFF/wCkz0AdjJ/yc1df9fM3/pO1c74m/wCQ34A/7A9j/wCjXropP+Tmrr/r5m/9J2rnfE3/ACG/AH/YHsf/AEa9AHrXwl/5Kf8AEn/sIf8AtWavMfil/wAgXSv+wxrP/pQlenfCX/kp/wASf+wh/wC1Zq8x+KX/ACBdK/7DGs/+lCUAYfib/knfgj/rle/+lBrsJf8Ak5ax/wCu9r/6TpXH+Jv+Sd+CP+uV7/6UGuwl/wCTlrH/AK72v/pOlAHISf8AJHf+5ib/ANJxXoHhL/kq/wANP+xdH/ou5rz+T/kjv/cxN/6TivQPCX/JV/hp/wBi6P8A0Xc0AanjP/kkPjf/ALGaf/0elcTo/wDyDPhT/wBh24/9H29dt4z/AOSQ+N/+xmn/APR6VxOj/wDIM+FP/YduP/R9vQB0v7S3/IU8Pf8AXGf/ANCWs34of8i/rf8A2GtO/wDTca0v2lv+Qp4e/wCuM/8A6EtZvxQ/5F/W/wDsNad/6bjQB79RRRQB4PqX/I5fEz/rpbf+lcNL8Y/+S4aJ/wBc7T/0a1JqX/I5fEz/AK6W3/pXDS/GP/kuGif9c7T/ANGtQAvxO/5OG0X/AK7WP/owV1/xa/5Kf8Nv+wgP/RsNch8Tv+ThtF/67WP/AKMFdf8AFr/kp/w2/wCwgP8A0bDQByNv/wAjP8NP+v8Avf8A0tkqPxV/yUD4o/8AYIH/AKFb1Jb/APIz/DT/AK/73/0tkqPxV/yUD4o/9ggf+hW9AEPjz/kgfgb/AK6H/wBBek0//kdvB3/YpP8A+k9xS+PP+SB+Bv8Arof/AEF6TT/+R28Hf9ik/wD6T3FAHH+H/wDkmPjP/rrp/wD6Mkr6C1j/AJELwB/2EdI/mlfPvh//AJJj4z/666f/AOjJK+gtY/5ELwB/2EdI/mlAFD4r/wDIUu/+xXv/AP0OKvDU/wCSKT/9jFF/6TPXuXxX/wCQpd/9ivf/APocVeGp/wAkUn/7GKL/ANJnoA7GT/k5q6/6+Zv/AEnaud8Tf8hvwB/2B7H/ANGvXRSf8nNXX/XzN/6TtXO+Jv8AkN+AP+wPY/8Ao16APWvhL/yU/wCJP/YQ/wDas1eY/FL/AJAulf8AYY1n/wBKEr074S/8lP8AiT/2EP8A2rNXmPxS/wCQLpX/AGGNZ/8AShKAMPxN/wAk78Ef9cr3/wBKDXYS/wDJy1j/ANd7X/0nSuP8Tf8AJO/BH/XK9/8ASg12Ev8AyctY/wDXe1/9J0oA5CT/AJI7/wBzE3/pOK9A8Jf8lX+Gn/Yuj/0Xc15/J/yR3/uYm/8AScV6B4S/5Kv8NP8AsXR/6LuaANTxn/ySHxv/ANjNP/6PSuJ0f/kGfCn/ALDtx/6Pt67bxn/ySHxv/wBjNP8A+j0ridH/AOQZ8Kf+w7cf+j7egDpf2lv+Qp4e/wCuM/8A6EtZvxQ/5F/W/wDsNad/6bjWl+0t/wAhTw9/1xn/APQlrN+KH/Iv63/2GtO/9NxoA9+ooooA8H1L/kcviZ/10tv/AErhpfjH/wAlw0T/AK52n/o1qTUv+Ry+Jn/XS2/9K4aX4x/8lw0T/rnaf+jWoAX4nf8AJw2i/wDXax/9GCuv+LX/ACU/4bf9hAf+jYa5D4nf8nDaL/12sf8A0YK6/wCLX/JT/ht/2EB/6NhoA5G3/wCRn+Gn/X/e/wDpbJUfir/koHxR/wCwQP8A0K3qS3/5Gf4af9f97/6WyVH4q/5KB8Uf+wQP/QregCHx5/yQPwN/10P/AKC9Jp//ACO3g7/sUn/9J7il8ef8kD8Df9dD/wCgvSaf/wAjt4O/7FJ//Se4oA4/w/8A8kx8Z/8AXXT/AP0ZJX0FrH/IheAP+wjpH80r598P/wDJMfGf/XXT/wD0ZJX0FrH/ACIXgD/sI6R/NKAKHxX/AOQpd/8AYr3/AP6HFXhqf8kUn/7GKL/0mevcviv/AMhS7/7Fe/8A/Q4q8NT/AJIpP/2MUX/pM9AHYyf8nNXX/XzN/wCk7Vzvib/kN+AP+wPY/wDo166KT/k5q6/6+Zv/AEnaud8Tf8hvwB/2B7H/A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+        Operations Report","type":"header"},{"top_left_x":55,"top_left_y":41,"bottom_right_x":477,"bottom_right_y":67,"content":"#
+        Key Values, Link, Highlight, and Comment","type":"title"},{"top_left_x":55,"top_left_y":104,"bottom_right_x":244,"bottom_right_y":122,"content":"Invoice
+        Number: INV-2048","type":"text"},{"top_left_x":55,"top_left_y":136,"bottom_right_x":241,"bottom_right_y":154,"content":"Purchase
+        Order: PO-4096","type":"text"},{"top_left_x":55,"top_left_y":265,"bottom_right_x":330,"bottom_right_y":284,"content":"https://example.com/invoices/INV-2048","type":"text"},{"top_left_x":55,"top_left_y":284,"bottom_right_x":287,"bottom_right_y":304,"content":"Highlighted
+        total requiring review","type":"text"},{"top_left_x":55,"top_left_y":322,"bottom_right_x":491,"bottom_right_y":342,"content":"Reviewer
+        comment: verify the highlighted total before approval","type":"text"},{"top_left_x":55,"top_left_y":369,"bottom_right_x":206,"bottom_right_y":387,"content":"Revised
+        total: 245.00","type":"text"},{"top_left_x":55,"top_left_y":400,"bottom_right_x":458,"bottom_right_y":417,"content":"Section
+        3.1: Invoice totals, regional revenue, and reconciliation notes.","type":"list"},{"top_left_x":55,"top_left_y":436,"bottom_right_x":458,"bottom_right_y":453,"content":"Section
+        3.2: Invoice totals, regional revenue, and reconciliation notes.","type":"list"},{"top_left_x":55,"top_left_y":473,"bottom_right_x":458,"bottom_right_y":491,"content":"Section
+        3.3: Invoice totals, regional revenue, and reconciliation notes.","type":"list"},{"top_left_x":55,"top_left_y":509,"bottom_right_x":458,"bottom_right_y":526,"content":"Section
+        3.4: Invoice totals, regional revenue, and reconciliation notes.","type":"list"},{"top_left_x":55,"top_left_y":545,"bottom_right_x":458,"bottom_right_y":562,"content":"Section
+        3.5: Invoice totals, regional revenue, and reconciliation notes.","type":"list"},{"top_left_x":55,"top_left_y":581,"bottom_right_x":458,"bottom_right_y":598,"content":"Section
+        3.6: Invoice totals, regional revenue, and reconciliation notes.","type":"list"},{"top_left_x":55,"top_left_y":617,"bottom_right_x":458,"bottom_right_y":634,"content":"Section
+        3.7: Invoice totals, regional revenue, and reconciliation notes.","type":"list"},{"top_left_x":55,"top_left_y":653,"bottom_right_x":458,"bottom_right_y":670,"content":"Section
+        3.8: Invoice totals, regional revenue, and reconciliation notes.","type":"list"},{"top_left_x":138,"top_left_y":763,"bottom_right_x":331,"bottom_right_y":856,"content":"![img-7.jpeg](img-7.jpeg)","type":"image","image_id":"img-7.jpeg"},{"top_left_x":55,"top_left_y":971,"bottom_right_x":192,"bottom_right_y":988,"content":"Confidential
+        | Page 3 of 5","type":"footer"}]},{"index":3,"markdown":"Quarterly Operations
+        Report\n\n# Approval Signature and Watermark\n\nApproved by: Jordan Lee\n\nSignature\n\nSection
+        4.1: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        4.2: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        4.3: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        4.4: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        4.5: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        4.6: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        4.7: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        4.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 4 of 5","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[{"top_left_x":55,"top_left_y":14,"bottom_right_x":241,"bottom_right_y":33,"content":"Quarterly
+        Operations Report","type":"header"},{"top_left_x":55,"top_left_y":41,"bottom_right_x":408,"bottom_right_y":67,"content":"#
+        Approval Signature and Watermark","type":"title"},{"top_left_x":55,"top_left_y":188,"bottom_right_x":234,"bottom_right_y":208,"content":"Approved
+        by: Jordan Lee","type":"text"},{"top_left_x":55,"top_left_y":259,"bottom_right_x":128,"bottom_right_y":279,"content":"Signature","type":"text"},{"top_left_x":55,"top_left_y":400,"bottom_right_x":458,"bottom_right_y":418,"content":"Section
+        4.1: Invoice totals, regional revenue, and reconciliation notes.","type":"text"},{"top_left_x":55,"top_left_y":436,"bottom_right_x":458,"bottom_right_y":454,"content":"Section
+        4.2: Invoice totals, regional revenue, and reconciliation notes.","type":"text"},{"top_left_x":55,"top_left_y":473,"bottom_right_x":458,"bottom_right_y":491,"content":"Section
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+        Report\n\n# Appendix with Section Boundaries\n\n## 1. Scope\n\n## 2. Findings\n\n##
+        3. Recommendations\n\nSection 5.1: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 5.2: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 5.3: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 5.4: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 5.5: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 5.6: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 5.7: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 5.8: Invoice totals, regional revenue, and reconciliation
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 3.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 3.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 3.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
21 0 obj
<<
/Length 1494
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Approval Signature and Watermark) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 4 of 5) Tj T* ET
q
.827451 .827451 .827451 rg
BT /F2 54 Tf 64.8 TL ET
.906308 .422618 -0.422618 .906308 110 390 cm
BT 1 0 0 1 0 0 Tm (DRAFT) Tj T* ET
Q
0 0 0 rg
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 635 Tm (Approved by: Jordan Lee) Tj T* ET
n 45 610 m 310 610 l S
n 55 595 m 75 625 112 602 155 600 c S
BT 1 0 0 1 45 580 Tm (Signature) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 4.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 4.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 4.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 4.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 4.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 4.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 4.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 4.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
22 0 obj
<<
/Length 1327
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Appendix with Section Boundaries) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 5 of 5) Tj T* ET
BT /F2 14 Tf 16.8 TL ET
BT 1 0 0 1 45 700 Tm (1. Scope) Tj T* ET
BT 1 0 0 1 45 650 Tm (2. Findings) Tj T* ET
BT 1 0 0 1 45 600 Tm (3. Recommendations) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 5.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 5.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 5.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 5.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 5.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 5.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 5.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 5.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
xref
0 23
0000000000 65535 f 
0000000061 00000 n 
0000000102 00000 n 
0000000209 00000 n 
0000000321 00000 n 
0000000516 00000 n 
0000006322 00000 n 
0000012824 00000 n 
0000014142 00000 n 
0000014496 00000 n 
0000014664 00000 n 
0000014850 00000 n 
0000015028 00000 n 
0000015256 00000 n 
0000015452 00000 n 
0000015648 00000 n 
0000015718 00000 n 
0000016128 00000 n 
0000016215 00000 n 
0000018552 00000 n 
0000020327 00000 n 
0000022845 00000 n 
0000024391 00000 n 
trailer
<<
/ID 
[<cb011a3ef088e46b638e8b45c01a470f><cb011a3ef088e46b638e8b45c01a470f>]
% ReportLab generated PDF document -- digest (opensource)

/Info 16 0 R
/Root 15 0 R
/Size 23
>>
startxref
25770
%%EOF

+        type: document_url
+      include_image_base64: true
+      model: azure_ai/mistral-ocr-4-0
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/azure-mistral/4253ab0886f20d2ac400b9be2c6b884c94751dd16123b2bccb53f97069034e57.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/azure-mistral/4253ab0886f20d2ac400b9be2c6b884c94751dd16123b2bccb53f97069034e57.yaml
new file mode 100644
index 00000000000..c6ebc8e2472
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/azure-mistral/4253ab0886f20d2ac400b9be2c6b884c94751dd16123b2bccb53f97069034e57.yaml
@@ -0,0 +1,216 @@
+interactions:
+- request:
+    body: '{"model":"mistral-ocr-4-0","document":{"type":"document_url","document_url":"data:application/pdf;base64,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+      string: '{"pages":[{"index":0,"markdown":"Quarterly Operations Report\n\n##
+        Invoice Summary and Line Items\n\n|  Item | Quantity | Amount  |\n| --- |
+        --- | --- |\n|  Document analysis | 2 | 120.00  |\n|  Document verification
+        | 1 | 80.00  |\n\n|  Item continued | Quantity | Amount  |\n| --- | --- |
+        --- |\n|  Fixture validation | 3 | 45.00  |\n|  Provider review | 1 | 25.00  |\n\nSection
+        1.1: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.2: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.3: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.4: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.5: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.6: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.7: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 1 of 5","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[{"top_left_x":55,"top_left_y":14,"bottom_right_x":241,"bottom_right_y":33,"content":"Quarterly
+        Operations Report","type":"header"},{"top_left_x":55,"top_left_y":42,"bottom_right_x":383,"bottom_right_y":67,"content":"##
+        Invoice Summary and Line Items","type":"title"},{"top_left_x":55,"top_left_y":78,"bottom_right_x":727,"bottom_right_y":216,"content":"|  Item
+        | Quantity | Amount  |\n| --- | --- | --- |\n|  Document analysis | 2 | 120.00  |\n|  Document
+        verification | 1 | 80.00  |","type":"table","table_id":null},{"top_left_x":55,"top_left_y":246,"bottom_right_x":727,"bottom_right_y":384,"content":"|  Item
+        continued | Quantity | Amount  |\n| --- | --- | --- |\n|  Fixture validation
+        | 3 | 45.00  |\n|  Provider review | 1 | 25.00  |","type":"table","table_id":null},{"top_left_x":55,"top_left_y":400,"bottom_right_x":458,"bottom_right_y":417,"content":"Section
+        1.1: Invoice totals, regional revenue, and reconciliation notes.","type":"text"},{"top_left_x":55,"top_left_y":436,"bottom_right_x":458,"bottom_right_y":453,"content":"Section
+        1.2: Invoice totals, regional revenue, and reconciliation notes.","type":"text"},{"top_left_x":55,"top_left_y":473,"bottom_right_x":458,"bottom_right_y":489,"content":"Section
+        1.3: Invoice totals, regional revenue, and reconciliation notes.","type":"text"},{"top_left_x":55,"top_left_y":509,"bottom_right_x":458,"bottom_right_y":526,"content":"Section
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+        Report\n\n# Revenue Chart and Formula Review\n\nQ1\n\nQ2\n\nQ3\n\nQ4\n\nFormula:
+        gross margin = (revenue - cost) / revenue\n\nSection 2.1: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 2.2: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 2.3: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 2.4: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 2.5: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 2.6: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 2.7: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 2.8: Invoice totals,
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+        Report\n\n# Key Values, Link, Highlight, and Comment\n\nInvoice Number: INV-2048\n\nPurchase
+        Order: PO-4096\n\nhttps://example.com/invoices/INV-2048\n\nHighlighted total
+        requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\nRevised total: 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nConfidential | Page 3 of 5","images":[],"tables":[],"hyperlinks":["https://example.com/invoices/INV-2048"],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[{"top_left_x":55,"top_left_y":14,"bottom_right_x":240,"bottom_right_y":33,"content":"Quarterly
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+        Key Values, Link, Highlight, and Comment","type":"title"},{"top_left_x":55,"top_left_y":104,"bottom_right_x":244,"bottom_right_y":122,"content":"Invoice
+        Number: INV-2048","type":"text"},{"top_left_x":55,"top_left_y":136,"bottom_right_x":241,"bottom_right_y":154,"content":"Purchase
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+        Report\n\n# Approval Signature and Watermark\n\nApproved by: Jordan Lee\n\nSignature\n\nSection
+        4.1: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        4.2: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        4.3: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        4.4: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        4.5: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        4.6: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        4.7: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        4.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
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+        | Page 4 of 5","type":"footer"}]},{"index":4,"markdown":"Quarterly Operations
+        Report\n\n# Appendix with Section Boundaries\n\n## 1. Scope\n\n## 2. Findings\n\n##
+        3. Recommendations\n\nSection 5.1: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 5.2: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 5.3: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 5.4: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 5.5: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 5.6: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 5.7: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 5.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 5 of 5","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[{"top_left_x":55,"top_left_y":14,"bottom_right_x":241,"bottom_right_y":33,"content":"Quarterly
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+        1. Scope","type":"title"},{"top_left_x":55,"top_left_y":166,"bottom_right_x":158,"bottom_right_y":188,"content":"##
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 3.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 3.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 3.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
21 0 obj
<<
/Length 1494
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Approval Signature and Watermark) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 4 of 5) Tj T* ET
q
.827451 .827451 .827451 rg
BT /F2 54 Tf 64.8 TL ET
.906308 .422618 -0.422618 .906308 110 390 cm
BT 1 0 0 1 0 0 Tm (DRAFT) Tj T* ET
Q
0 0 0 rg
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 635 Tm (Approved by: Jordan Lee) Tj T* ET
n 45 610 m 310 610 l S
n 55 595 m 75 625 112 602 155 600 c S
BT 1 0 0 1 45 580 Tm (Signature) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 4.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 4.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 4.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 4.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 4.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 4.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 4.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 4.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
22 0 obj
<<
/Length 1327
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Appendix with Section Boundaries) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 5 of 5) Tj T* ET
BT /F2 14 Tf 16.8 TL ET
BT 1 0 0 1 45 700 Tm (1. Scope) Tj T* ET
BT 1 0 0 1 45 650 Tm (2. Findings) Tj T* ET
BT 1 0 0 1 45 600 Tm (3. Recommendations) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 5.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 5.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 5.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 5.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 5.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 5.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 5.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 5.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
xref
0 23
0000000000 65535 f 
0000000061 00000 n 
0000000102 00000 n 
0000000209 00000 n 
0000000321 00000 n 
0000000516 00000 n 
0000006322 00000 n 
0000012824 00000 n 
0000014142 00000 n 
0000014496 00000 n 
0000014664 00000 n 
0000014850 00000 n 
0000015028 00000 n 
0000015256 00000 n 
0000015452 00000 n 
0000015648 00000 n 
0000015718 00000 n 
0000016128 00000 n 
0000016215 00000 n 
0000018552 00000 n 
0000020327 00000 n 
0000022845 00000 n 
0000024391 00000 n 
trailer
<<
/ID 
[<cb011a3ef088e46b638e8b45c01a470f><cb011a3ef088e46b638e8b45c01a470f>]
% ReportLab generated PDF document -- digest (opensource)

/Info 16 0 R
/Root 15 0 R
/Size 23
>>
startxref
25770
%%EOF

+        type: document_url
+      image_min_size: 300
+      model: azure_ai/mistral-ocr-4-0
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/azure-mistral/498db31114af91033c68d473c84969a342678d6d83f7061d32a4751de19ea114.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/azure-mistral/498db31114af91033c68d473c84969a342678d6d83f7061d32a4751de19ea114.yaml
new file mode 100644
index 00000000000..fb50778c542
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/azure-mistral/498db31114af91033c68d473c84969a342678d6d83f7061d32a4751de19ea114.yaml
@@ -0,0 +1,242 @@
+interactions:
+- request:
+    body: '{"model":"mistral-ocr-4-0","document":{"type":"document_url","document_url":"data:application/pdf;base64,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+        Invoice Summary and Line Items\n\n|  Item | Quantity | Amount  |\n| --- |
+        --- | --- |\n|  Document analysis | 2 | 120.00  |\n|  Document verification
+        | 1 | 80.00  |\n\n|  Item continued | Quantity | Amount  |\n| --- | --- |
+        --- |\n|  Fixture validation | 3 | 45.00  |\n|  Provider review | 1 | 25.00  |\n\nSection
+        1.1: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.2: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.3: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.4: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.5: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.6: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.7: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 1 of 5","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[{"top_left_x":55,"top_left_y":14,"bottom_right_x":241,"bottom_right_y":33,"content":"Quarterly
+        Operations Report","type":"header"},{"top_left_x":55,"top_left_y":42,"bottom_right_x":383,"bottom_right_y":67,"content":"##
+        Invoice Summary and Line Items","type":"title"},{"top_left_x":55,"top_left_y":78,"bottom_right_x":728,"bottom_right_y":216,"content":"|  Item
+        | Quantity | Amount  |\n| --- | --- | --- |\n|  Document analysis | 2 | 120.00  |\n|  Document
+        verification | 1 | 80.00  |","type":"table","table_id":null},{"top_left_x":55,"top_left_y":246,"bottom_right_x":728,"bottom_right_y":384,"content":"|  Item
+        continued | Quantity | Amount  |\n| --- | --- | --- |\n|  Fixture validation
+        | 3 | 45.00  |\n|  Provider review | 1 | 25.00  |","type":"table","table_id":null},{"top_left_x":55,"top_left_y":400,"bottom_right_x":458,"bottom_right_y":417,"content":"Section
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+        2.2: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
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+        2.4: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.5: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
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+        2.7: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
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+        Report\n\n# Key Values, Link, Highlight, and Comment\n\nInvoice Number: INV-2048\n\nPurchase
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+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\n![img-7.jpeg](img-7.jpeg)\n\nConfidential
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+        Number: INV-2048","type":"text"},{"top_left_x":55,"top_left_y":136,"bottom_right_x":241,"bottom_right_y":154,"content":"Purchase
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+        4.2: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
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+        4.4: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        4.5: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
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+        4.7: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        4.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
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+        Report\n\n# Appendix with Section Boundaries\n\n## 1. Scope\n\n## 2. Findings\n\n##
+        3. Recommendations\n\nSection 5.1: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 5.2: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 5.3: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 5.4: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 5.5: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 5.6: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 5.7: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 5.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 5 of 5","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[{"top_left_x":55,"top_left_y":14,"bottom_right_x":241,"bottom_right_y":33,"content":"Quarterly
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 3.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 3.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 3.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
21 0 obj
<<
/Length 1494
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Approval Signature and Watermark) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 4 of 5) Tj T* ET
q
.827451 .827451 .827451 rg
BT /F2 54 Tf 64.8 TL ET
.906308 .422618 -0.422618 .906308 110 390 cm
BT 1 0 0 1 0 0 Tm (DRAFT) Tj T* ET
Q
0 0 0 rg
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 635 Tm (Approved by: Jordan Lee) Tj T* ET
n 45 610 m 310 610 l S
n 55 595 m 75 625 112 602 155 600 c S
BT 1 0 0 1 45 580 Tm (Signature) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 4.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 4.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 4.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 4.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 4.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 4.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 4.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 4.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
22 0 obj
<<
/Length 1327
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Appendix with Section Boundaries) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 5 of 5) Tj T* ET
BT /F2 14 Tf 16.8 TL ET
BT 1 0 0 1 45 700 Tm (1. Scope) Tj T* ET
BT 1 0 0 1 45 650 Tm (2. Findings) Tj T* ET
BT 1 0 0 1 45 600 Tm (3. Recommendations) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 5.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 5.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 5.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 5.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 5.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 5.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 5.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 5.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
xref
0 23
0000000000 65535 f 
0000000061 00000 n 
0000000102 00000 n 
0000000209 00000 n 
0000000321 00000 n 
0000000516 00000 n 
0000006322 00000 n 
0000012824 00000 n 
0000014142 00000 n 
0000014496 00000 n 
0000014664 00000 n 
0000014850 00000 n 
0000015028 00000 n 
0000015256 00000 n 
0000015452 00000 n 
0000015648 00000 n 
0000015718 00000 n 
0000016128 00000 n 
0000016215 00000 n 
0000018552 00000 n 
0000020327 00000 n 
0000022845 00000 n 
0000024391 00000 n 
trailer
<<
/ID 
[<cb011a3ef088e46b638e8b45c01a470f><cb011a3ef088e46b638e8b45c01a470f>]
% ReportLab generated PDF document -- digest (opensource)

/Info 16 0 R
/Root 15 0 R
/Size 23
>>
startxref
25770
%%EOF

+        type: document_url
+      model: azure_ai/mistral-ocr-4-0
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/azure-mistral/68c08454d47ce41b9d61148737eadf6cfb15c7ec9785f57f8500861c675a0f3f.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/azure-mistral/68c08454d47ce41b9d61148737eadf6cfb15c7ec9785f57f8500861c675a0f3f.yaml
new file mode 100644
index 00000000000..b2459a34705
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/azure-mistral/68c08454d47ce41b9d61148737eadf6cfb15c7ec9785f57f8500861c675a0f3f.yaml
@@ -0,0 +1,92 @@
+interactions:
+- request:
+    body: 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diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/azure-mistral/ae44127be834dc1735e216817683ff12a45fb429bffdef1c3960cd68a4d1f00b.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/azure-mistral/ae44127be834dc1735e216817683ff12a45fb429bffdef1c3960cd68a4d1f00b.yaml
new file mode 100644
index 00000000000..d832d398114
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diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/azure-mistral/b2aa9df433e9509c5665a180e8ba4f5ab8601cac8646bab83f819020512e2b94.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/azure-mistral/b2aa9df433e9509c5665a180e8ba4f5ab8601cac8646bab83f819020512e2b94.yaml
new file mode 100644
index 00000000000..b8c075fb047
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+      azureai-requested-tier:
+      - default
+      azureml-destination-deployment:
+      - d20260831221917-7d0e5d7f
+      azureml-destination-endpoint:
+      - mo4-use-h1-oai-oe-nvisoc
+      azureml-destination-model-group:
+      - aoai-balanced
+      azureml-destination-region:
+      - eastus
+      azureml-model-deployment:
+      - d20260831221917-7d0e5d7f
+      azureml-model-group:
+      - aoai-balanced
+      azureml-model-session:
+      - d20260831221917-7d0e5d7f
+      azureml-ms-model-error-comprehensive:
+      - --
+      azureml-served-by-cluster:
+      - hyena-westus3-01
+      x-ms-client-request-id:
+      - 3795070f-a4a7-4ad6-b31d-fe51fdcf29d4
+      x-ms-is-spilled-over:
+      - 'false'
+      x-ms-region:
+      - West US 3
+      x-pages-processed:
+      - '1'
+      x-ratelimit-abusepenalty-active:
+      - 'False'
+      x-ratelimit-key:
+      - mistral-ocr-4-0
+      x-ratelimit-limit-requests:
+      - '10'
+      x-ratelimit-remaining-requests:
+      - '8'
+      x-ratelimit-renewalperiod-requests:
+      - '60'
+      x-ratelimit-reset-requests:
+      - '14'
+      x-request-id:
+      - 7a885df6-7464-4f05-b091-1a154c180886
+    status:
+      code: 200
+      message: ''
+recorded_at: '2026-09-02T22:38:08.503737+00:00'
+ttl_seconds: 0
+version: 1
+x-litellm:
+  case:
+    litellm_input:
+      document:
+        image_url: data:image/png;base64,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
+        type: image_url
+      model: azure_ai/mistral-ocr-4-0
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/azure-mistral/b2e663c74c352dfeca7547535ecdd5e29036ce1e5be4065da1e18cd6a8fde622.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/azure-mistral/b2e663c74c352dfeca7547535ecdd5e29036ce1e5be4065da1e18cd6a8fde622.yaml
new file mode 100644
index 00000000000..8b3835bb83f
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/azure-mistral/b2e663c74c352dfeca7547535ecdd5e29036ce1e5be4065da1e18cd6a8fde622.yaml
@@ -0,0 +1,121 @@
+interactions:
+- request:
+    body: '{"model":"mistral-ocr-4-0","document":{"type":"document_url","document_url":"data:application/pdf;base64,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+      - application/json
+      User-Agent:
+      - litellm/1.101.0
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+    uri: http://parity-provider.invalid/providers/mistral/azure/ocr
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+      string: '{"pages":[{"index":0,"markdown":"Quarterly Operations Report\n\n##
+        Invoice Summary and Line Items\n\n|  Item | Quantity | Amount  |\n| --- |
+        --- | --- |\n|  Document analysis | 2 | 120.00  |\n|  Document verification
+        | 1 | 80.00  |\n\n|  Item continued | Quantity | Amount  |\n| --- | --- |
+        --- |\n|  Fixture validation | 3 | 45.00  |\n|  Provider review | 1 | 25.00  |\n\nSection
+        1.1: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.2: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.3: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.4: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.5: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.6: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.7: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 1 of 5","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[{"top_left_x":55,"top_left_y":14,"bottom_right_x":241,"bottom_right_y":33,"content":"Quarterly
+        Operations Report","type":"header"},{"top_left_x":55,"top_left_y":42,"bottom_right_x":383,"bottom_right_y":67,"content":"##
+        Invoice Summary and Line Items","type":"title"},{"top_left_x":55,"top_left_y":78,"bottom_right_x":727,"bottom_right_y":215,"content":"|  Item
+        | Quantity | Amount  |\n| --- | --- | --- |\n|  Document analysis | 2 | 120.00  |\n|  Document
+        verification | 1 | 80.00  |","type":"table","table_id":null},{"top_left_x":55,"top_left_y":245,"bottom_right_x":727,"bottom_right_y":383,"content":"|  Item
+        continued | Quantity | Amount  |\n| --- | --- | --- |\n|  Fixture validation
+        | 3 | 45.00  |\n|  Provider review | 1 | 25.00  |","type":"table","table_id":null},{"top_left_x":55,"top_left_y":400,"bottom_right_x":458,"bottom_right_y":417,"content":"Section
+        1.1: Invoice totals, regional revenue, and reconciliation notes.","type":"text"},{"top_left_x":55,"top_left_y":436,"bottom_right_x":458,"bottom_right_y":453,"content":"Section
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 3.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 3.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 3.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
21 0 obj
<<
/Length 1494
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Approval Signature and Watermark) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 4 of 5) Tj T* ET
q
.827451 .827451 .827451 rg
BT /F2 54 Tf 64.8 TL ET
.906308 .422618 -0.422618 .906308 110 390 cm
BT 1 0 0 1 0 0 Tm (DRAFT) Tj T* ET
Q
0 0 0 rg
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 635 Tm (Approved by: Jordan Lee) Tj T* ET
n 45 610 m 310 610 l S
n 55 595 m 75 625 112 602 155 600 c S
BT 1 0 0 1 45 580 Tm (Signature) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 4.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 4.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 4.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 4.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 4.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 4.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 4.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 4.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
22 0 obj
<<
/Length 1327
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Appendix with Section Boundaries) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 5 of 5) Tj T* ET
BT /F2 14 Tf 16.8 TL ET
BT 1 0 0 1 45 700 Tm (1. Scope) Tj T* ET
BT 1 0 0 1 45 650 Tm (2. Findings) Tj T* ET
BT 1 0 0 1 45 600 Tm (3. Recommendations) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 5.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 5.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 5.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 5.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 5.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 5.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 5.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 5.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
xref
0 23
0000000000 65535 f 
0000000061 00000 n 
0000000102 00000 n 
0000000209 00000 n 
0000000321 00000 n 
0000000516 00000 n 
0000006322 00000 n 
0000012824 00000 n 
0000014142 00000 n 
0000014496 00000 n 
0000014664 00000 n 
0000014850 00000 n 
0000015028 00000 n 
0000015256 00000 n 
0000015452 00000 n 
0000015648 00000 n 
0000015718 00000 n 
0000016128 00000 n 
0000016215 00000 n 
0000018552 00000 n 
0000020327 00000 n 
0000022845 00000 n 
0000024391 00000 n 
trailer
<<
/ID 
[<cb011a3ef088e46b638e8b45c01a470f><cb011a3ef088e46b638e8b45c01a470f>]
% ReportLab generated PDF document -- digest (opensource)

/Info 16 0 R
/Root 15 0 R
/Size 23
>>
startxref
25770
%%EOF

+        type: document_url
+      model: azure_ai/mistral-ocr-4-0
+      pages:
+      - 0
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/azure-mistral/b6efd962a7fbd486ea42080a1b72df37a37552c0b910190877b0ce56c25b359b.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/azure-mistral/b6efd962a7fbd486ea42080a1b72df37a37552c0b910190877b0ce56c25b359b.yaml
new file mode 100644
index 00000000000..de63ae8046e
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/azure-mistral/b6efd962a7fbd486ea42080a1b72df37a37552c0b910190877b0ce56c25b359b.yaml
@@ -0,0 +1,145 @@
+interactions:
+- request:
+    body: '{"model":"mistral-ocr-4-0","document":{"type":"document_url","document_url":"data:application/pdf;base64,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+      string: '{"pages":[{"index":0,"markdown":"Quarterly Operations Report\n\n##
+        Invoice Summary and Line Items\n\n|  Item | Quantity | Amount  |\n| --- |
+        --- | --- |\n|  Document analysis | 2 | 120.00  |\n|  Document verification
+        | 1 | 80.00  |\n\n|  Item continued | Quantity | Amount  |\n| --- | --- |
+        --- |\n|  Fixture validation | 3 | 45.00  |\n|  Provider review | 1 | 25.00  |\n\nSection
+        1.1: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.2: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.3: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.4: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.5: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.6: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.7: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 1 of 5","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[{"top_left_x":55,"top_left_y":14,"bottom_right_x":241,"bottom_right_y":33,"content":"Quarterly
+        Operations Report","type":"header"},{"top_left_x":55,"top_left_y":42,"bottom_right_x":383,"bottom_right_y":67,"content":"##
+        Invoice Summary and Line Items","type":"title"},{"top_left_x":55,"top_left_y":78,"bottom_right_x":728,"bottom_right_y":216,"content":"|  Item
+        | Quantity | Amount  |\n| --- | --- | --- |\n|  Document analysis | 2 | 120.00  |\n|  Document
+        verification | 1 | 80.00  |","type":"table","table_id":null},{"top_left_x":55,"top_left_y":246,"bottom_right_x":728,"bottom_right_y":384,"content":"|  Item
+        continued | Quantity | Amount  |\n| --- | --- | --- |\n|  Fixture validation
+        | 3 | 45.00  |\n|  Provider review | 1 | 25.00  |","type":"table","table_id":null},{"top_left_x":55,"top_left_y":400,"bottom_right_x":458,"bottom_right_y":417,"content":"Section
+        1.1: Invoice totals, regional revenue, and reconciliation notes.","type":"text"},{"top_left_x":55,"top_left_y":436,"bottom_right_x":458,"bottom_right_y":453,"content":"Section
+        1.2: Invoice totals, regional revenue, and reconciliation notes.","type":"text"},{"top_left_x":55,"top_left_y":473,"bottom_right_x":458,"bottom_right_y":489,"content":"Section
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+        2.1: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.2: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.3: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.4: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.5: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.6: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.7: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 3.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 3.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 3.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
21 0 obj
<<
/Length 1494
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Approval Signature and Watermark) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 4 of 5) Tj T* ET
q
.827451 .827451 .827451 rg
BT /F2 54 Tf 64.8 TL ET
.906308 .422618 -0.422618 .906308 110 390 cm
BT 1 0 0 1 0 0 Tm (DRAFT) Tj T* ET
Q
0 0 0 rg
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 635 Tm (Approved by: Jordan Lee) Tj T* ET
n 45 610 m 310 610 l S
n 55 595 m 75 625 112 602 155 600 c S
BT 1 0 0 1 45 580 Tm (Signature) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 4.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 4.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 4.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 4.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 4.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 4.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 4.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 4.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
22 0 obj
<<
/Length 1327
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Appendix with Section Boundaries) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 5 of 5) Tj T* ET
BT /F2 14 Tf 16.8 TL ET
BT 1 0 0 1 45 700 Tm (1. Scope) Tj T* ET
BT 1 0 0 1 45 650 Tm (2. Findings) Tj T* ET
BT 1 0 0 1 45 600 Tm (3. Recommendations) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 5.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 5.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 5.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 5.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 5.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 5.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 5.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 5.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
xref
0 23
0000000000 65535 f 
0000000061 00000 n 
0000000102 00000 n 
0000000209 00000 n 
0000000321 00000 n 
0000000516 00000 n 
0000006322 00000 n 
0000012824 00000 n 
0000014142 00000 n 
0000014496 00000 n 
0000014664 00000 n 
0000014850 00000 n 
0000015028 00000 n 
0000015256 00000 n 
0000015452 00000 n 
0000015648 00000 n 
0000015718 00000 n 
0000016128 00000 n 
0000016215 00000 n 
0000018552 00000 n 
0000020327 00000 n 
0000022845 00000 n 
0000024391 00000 n 
trailer
<<
/ID 
[<cb011a3ef088e46b638e8b45c01a470f><cb011a3ef088e46b638e8b45c01a470f>]
% ReportLab generated PDF document -- digest (opensource)

/Info 16 0 R
/Root 15 0 R
/Size 23
>>
startxref
25770
%%EOF

+        type: document_url
+      model: azure_ai/mistral-ocr-4-0
+      pages:
+      - 0
+      - 1
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/azure-mistral/d89a8fe095a79d39ba5d796a4ec9cd572747c3cbe4a4e2fefebabacbb36cb80b.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/azure-mistral/d89a8fe095a79d39ba5d796a4ec9cd572747c3cbe4a4e2fefebabacbb36cb80b.yaml
new file mode 100644
index 00000000000..b5f2ce22a3b
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/azure-mistral/d89a8fe095a79d39ba5d796a4ec9cd572747c3cbe4a4e2fefebabacbb36cb80b.yaml
@@ -0,0 +1,216 @@
+interactions:
+- request:
+    body: '{"model":"mistral-ocr-4-0","document":{"type":"document_url","document_url":"data:application/pdf;base64,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+      string: '{"pages":[{"index":0,"markdown":"Quarterly Operations Report\n\n##
+        Invoice Summary and Line Items\n\n|  Item | Quantity | Amount  |\n| --- |
+        --- | --- |\n|  Document analysis | 2 | 120.00  |\n|  Document verification
+        | 1 | 80.00  |\n\n|  Item continued | Quantity | Amount  |\n| --- | --- |
+        --- |\n|  Fixture validation | 3 | 45.00  |\n|  Provider review | 1 | 25.00  |\n\nSection
+        1.1: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.2: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.3: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.4: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.5: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.6: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.7: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 1 of 5","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[{"top_left_x":55,"top_left_y":14,"bottom_right_x":241,"bottom_right_y":33,"content":"Quarterly
+        Operations Report","type":"header"},{"top_left_x":55,"top_left_y":42,"bottom_right_x":383,"bottom_right_y":67,"content":"##
+        Invoice Summary and Line Items","type":"title"},{"top_left_x":55,"top_left_y":78,"bottom_right_x":728,"bottom_right_y":216,"content":"|  Item
+        | Quantity | Amount  |\n| --- | --- | --- |\n|  Document analysis | 2 | 120.00  |\n|  Document
+        verification | 1 | 80.00  |","type":"table","table_id":null},{"top_left_x":55,"top_left_y":246,"bottom_right_x":728,"bottom_right_y":384,"content":"|  Item
+        continued | Quantity | Amount  |\n| --- | --- | --- |\n|  Fixture validation
+        | 3 | 45.00  |\n|  Provider review | 1 | 25.00  |","type":"table","table_id":null},{"top_left_x":55,"top_left_y":400,"bottom_right_x":458,"bottom_right_y":417,"content":"Section
+        1.1: Invoice totals, regional revenue, and reconciliation notes.","type":"text"},{"top_left_x":55,"top_left_y":436,"bottom_right_x":458,"bottom_right_y":453,"content":"Section
+        1.2: Invoice totals, regional revenue, and reconciliation notes.","type":"text"},{"top_left_x":55,"top_left_y":473,"bottom_right_x":458,"bottom_right_y":489,"content":"Section
+        1.3: Invoice totals, regional revenue, and reconciliation notes.","type":"text"},{"top_left_x":55,"top_left_y":509,"bottom_right_x":458,"bottom_right_y":526,"content":"Section
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+        Report\n\n# Revenue Chart and Formula Review\n\n![img-0.jpeg](img-0.jpeg)\n\nQ1\n\nQ2\n\nQ3\n\nQ4\n\nFormula:
+        gross margin = (revenue - cost) / revenue\n\nSection 2.1: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 2.2: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 2.3: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 2.4: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 2.5: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 2.6: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 2.7: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 2.8: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nConfidential | Page 2 of 5","images":[{"id":"img-0.jpeg","top_left_x":87,"top_left_y":141,"bottom_right_x":177,"bottom_right_y":236,"image_base64":null,"image_annotation":null}],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[{"top_left_x":55,"top_left_y":14,"bottom_right_x":239,"bottom_right_y":33,"content":"Quarterly
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+        | Page 2 of 5","type":"footer"}]},{"index":2,"markdown":"Quarterly Operations
+        Report\n\n# Key Values, Link, Highlight, and Comment\n\nInvoice Number: INV-2048\n\nPurchase
+        Order: PO-4096\n\nhttps://example.com/invoices/INV-2048\n\nHighlighted total
+        requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\nRevised total: 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nConfidential | Page 3 of 5","images":[],"tables":[],"hyperlinks":["https://example.com/invoices/INV-2048"],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[{"top_left_x":55,"top_left_y":14,"bottom_right_x":241,"bottom_right_y":33,"content":"Quarterly
+        Operations Report","type":"header"},{"top_left_x":55,"top_left_y":41,"bottom_right_x":477,"bottom_right_y":67,"content":"#
+        Key Values, Link, Highlight, and Comment","type":"title"},{"top_left_x":55,"top_left_y":104,"bottom_right_x":244,"bottom_right_y":122,"content":"Invoice
+        Number: INV-2048","type":"text"},{"top_left_x":55,"top_left_y":136,"bottom_right_x":241,"bottom_right_y":154,"content":"Purchase
+        Order: PO-4096","type":"text"},{"top_left_x":55,"top_left_y":265,"bottom_right_x":330,"bottom_right_y":284,"content":"https://example.com/invoices/INV-2048","type":"text"},{"top_left_x":55,"top_left_y":284,"bottom_right_x":287,"bottom_right_y":304,"content":"Highlighted
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+        comment: verify the highlighted total before approval","type":"text"},{"top_left_x":55,"top_left_y":368,"bottom_right_x":206,"bottom_right_y":387,"content":"Revised
+        total: 245.00","type":"text"},{"top_left_x":55,"top_left_y":400,"bottom_right_x":458,"bottom_right_y":417,"content":"Section
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+        Report\n\n# Approval Signature and Watermark\n\nApproved by: Jordan Lee\n\nSignature\n\nSection
+        4.1: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        4.2: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        4.3: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        4.4: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        4.5: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        4.6: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        4.7: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        4.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 4 of 5","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[{"top_left_x":55,"top_left_y":14,"bottom_right_x":241,"bottom_right_y":33,"content":"Quarterly
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+        | Page 4 of 5","type":"footer"}]},{"index":4,"markdown":"Quarterly Operations
+        Report\n\n# Appendix with Section Boundaries\n\n## 1. Scope\n\n## 2. Findings\n\n##
+        3. Recommendations\n\nSection 5.1: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 5.2: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 5.3: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 5.4: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 5.5: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 5.6: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 5.7: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 5.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 5 of 5","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[{"top_left_x":55,"top_left_y":14,"bottom_right_x":241,"bottom_right_y":33,"content":"Quarterly
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+        Appendix with Section Boundaries","type":"title"},{"top_left_x":55,"top_left_y":102,"bottom_right_x":136,"bottom_right_y":124,"content":"##
+        1. Scope","type":"title"},{"top_left_x":55,"top_left_y":166,"bottom_right_x":158,"bottom_right_y":188,"content":"##
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 3.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 3.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 3.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
21 0 obj
<<
/Length 1494
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Approval Signature and Watermark) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 4 of 5) Tj T* ET
q
.827451 .827451 .827451 rg
BT /F2 54 Tf 64.8 TL ET
.906308 .422618 -0.422618 .906308 110 390 cm
BT 1 0 0 1 0 0 Tm (DRAFT) Tj T* ET
Q
0 0 0 rg
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 635 Tm (Approved by: Jordan Lee) Tj T* ET
n 45 610 m 310 610 l S
n 55 595 m 75 625 112 602 155 600 c S
BT 1 0 0 1 45 580 Tm (Signature) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 4.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 4.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 4.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 4.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 4.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 4.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 4.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 4.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
22 0 obj
<<
/Length 1327
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Appendix with Section Boundaries) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 5 of 5) Tj T* ET
BT /F2 14 Tf 16.8 TL ET
BT 1 0 0 1 45 700 Tm (1. Scope) Tj T* ET
BT 1 0 0 1 45 650 Tm (2. Findings) Tj T* ET
BT 1 0 0 1 45 600 Tm (3. Recommendations) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 5.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 5.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 5.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 5.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 5.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 5.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 5.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 5.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
xref
0 23
0000000000 65535 f 
0000000061 00000 n 
0000000102 00000 n 
0000000209 00000 n 
0000000321 00000 n 
0000000516 00000 n 
0000006322 00000 n 
0000012824 00000 n 
0000014142 00000 n 
0000014496 00000 n 
0000014664 00000 n 
0000014850 00000 n 
0000015028 00000 n 
0000015256 00000 n 
0000015452 00000 n 
0000015648 00000 n 
0000015718 00000 n 
0000016128 00000 n 
0000016215 00000 n 
0000018552 00000 n 
0000020327 00000 n 
0000022845 00000 n 
0000024391 00000 n 
trailer
<<
/ID 
[<cb011a3ef088e46b638e8b45c01a470f><cb011a3ef088e46b638e8b45c01a470f>]
% ReportLab generated PDF document -- digest (opensource)

/Info 16 0 R
/Root 15 0 R
/Size 23
>>
startxref
25770
%%EOF

+        type: document_url
+      image_limit: 1
+      model: azure_ai/mistral-ocr-4-0
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/azure-mistral/de7d0818d171507c1ecdd77b4b90adb4c4cc86e1a2376cc8625913aa5b9a5a3d.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/azure-mistral/de7d0818d171507c1ecdd77b4b90adb4c4cc86e1a2376cc8625913aa5b9a5a3d.yaml
new file mode 100644
index 00000000000..b9e489b15e1
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/azure-mistral/de7d0818d171507c1ecdd77b4b90adb4c4cc86e1a2376cc8625913aa5b9a5a3d.yaml
@@ -0,0 +1,218 @@
+interactions:
+- request:
+    body: '{"model":"mistral-ocr-4-0","document":{"type":"document_url","document_url":"data:application/pdf;base64,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+      Accept:
+      - '*/*'
+      Content-Type:
+      - application/json
+      User-Agent:
+      - litellm/1.101.0
+    method: POST
+    uri: http://parity-provider.invalid/providers/mistral/azure/ocr
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+      string: '{"pages":[{"index":0,"markdown":"Quarterly Operations Report\n\n##
+        Invoice Summary and Line Items\n\n|  Item | Quantity | Amount  |\n| --- |
+        --- | --- |\n|  Document analysis | 2 | 120.00  |\n|  Document verification
+        | 1 | 80.00  |\n\n|  Item continued | Quantity | Amount  |\n| --- | --- |
+        --- |\n|  Fixture validation | 3 | 45.00  |\n|  Provider review | 1 | 25.00  |\n\nSection
+        1.1: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.2: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.3: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.4: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.5: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.6: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.7: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 1 of 5","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":{"word_confidence_scores":[],"average_page_confidence_score":0.9834850912920841,"minimum_page_confidence_score":0.2157124375705796},"blocks":[{"top_left_x":55,"top_left_y":14,"bottom_right_x":241,"bottom_right_y":33,"content":"Quarterly
+        Operations Report","type":"header"},{"top_left_x":55,"top_left_y":42,"bottom_right_x":383,"bottom_right_y":67,"content":"##
+        Invoice Summary and Line Items","type":"title"},{"top_left_x":55,"top_left_y":78,"bottom_right_x":727,"bottom_right_y":216,"content":"|  Item
+        | Quantity | Amount  |\n| --- | --- | --- |\n|  Document analysis | 2 | 120.00  |\n|  Document
+        verification | 1 | 80.00  |","type":"table","table_id":null},{"top_left_x":55,"top_left_y":246,"bottom_right_x":727,"bottom_right_y":384,"content":"|  Item
+        continued | Quantity | Amount  |\n| --- | --- | --- |\n|  Fixture validation
+        | 3 | 45.00  |\n|  Provider review | 1 | 25.00  |","type":"table","table_id":null},{"top_left_x":55,"top_left_y":400,"bottom_right_x":458,"bottom_right_y":417,"content":"Section
+        1.1: Invoice totals, regional revenue, and reconciliation notes.","type":"text"},{"top_left_x":55,"top_left_y":436,"bottom_right_x":458,"bottom_right_y":453,"content":"Section
+        1.2: Invoice totals, regional revenue, and reconciliation notes.","type":"text"},{"top_left_x":55,"top_left_y":473,"bottom_right_x":458,"bottom_right_y":489,"content":"Section
+        1.3: Invoice totals, regional revenue, and reconciliation notes.","type":"text"},{"top_left_x":55,"top_left_y":509,"bottom_right_x":458,"bottom_right_y":526,"content":"Section
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+        2.1: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.2: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.3: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.4: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.5: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.6: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.7: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
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+        Report\n\n# Key Values, Link, Highlight, and Comment\n\nInvoice Number: INV-2048\n\nPurchase
+        Order: PO-4096\n\nhttps://example.com/invoices/INV-2048\n\nHighlighted total
+        requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\nRevised total: 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\n![img-7.jpeg](img-7.jpeg)\n\nConfidential
+        | Page 3 of 5","images":[{"id":"img-7.jpeg","top_left_x":138,"top_left_y":763,"bottom_right_x":331,"bottom_right_y":856,"image_base64":null,"image_annotation":null}],"tables":[],"hyperlinks":["https://example.com/invoices/INV-2048"],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":{"word_confidence_scores":[],"average_page_confidence_score":0.9787787978245741,"minimum_page_confidence_score":0.3592062912824201},"blocks":[{"top_left_x":55,"top_left_y":14,"bottom_right_x":240,"bottom_right_y":33,"content":"Quarterly
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+        Number: INV-2048","type":"text"},{"top_left_x":55,"top_left_y":136,"bottom_right_x":241,"bottom_right_y":154,"content":"Purchase
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+        total: 245.00","type":"text"},{"top_left_x":55,"top_left_y":400,"bottom_right_x":458,"bottom_right_y":417,"content":"Section
+        3.1: Invoice totals, regional revenue, and reconciliation notes.","type":"list"},{"top_left_x":55,"top_left_y":436,"bottom_right_x":458,"bottom_right_y":453,"content":"Section
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+        4.1: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        4.2: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        4.3: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        4.4: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
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+        4.7: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
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+        | Page 4 of 5","type":"footer"}]},{"index":4,"markdown":"Quarterly Operations
+        Report\n\n# Appendix with Section Boundaries\n\n## 1. Scope\n\n## 2. Findings\n\n##
+        3. Recommendations\n\nSection 5.1: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 5.2: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 5.3: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 5.4: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 5.5: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 5.6: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 5.7: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 5.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 5 of 5","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":{"word_confidence_scores":[],"average_page_confidence_score":0.9794591733082509,"minimum_page_confidence_score":0.33070256208645815},"blocks":[{"top_left_x":55,"top_left_y":14,"bottom_right_x":241,"bottom_right_y":33,"content":"Quarterly
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 3.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 3.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 3.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
21 0 obj
<<
/Length 1494
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Approval Signature and Watermark) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 4 of 5) Tj T* ET
q
.827451 .827451 .827451 rg
BT /F2 54 Tf 64.8 TL ET
.906308 .422618 -0.422618 .906308 110 390 cm
BT 1 0 0 1 0 0 Tm (DRAFT) Tj T* ET
Q
0 0 0 rg
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 635 Tm (Approved by: Jordan Lee) Tj T* ET
n 45 610 m 310 610 l S
n 55 595 m 75 625 112 602 155 600 c S
BT 1 0 0 1 45 580 Tm (Signature) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 4.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 4.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 4.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 4.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 4.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 4.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 4.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 4.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
22 0 obj
<<
/Length 1327
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Appendix with Section Boundaries) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 5 of 5) Tj T* ET
BT /F2 14 Tf 16.8 TL ET
BT 1 0 0 1 45 700 Tm (1. Scope) Tj T* ET
BT 1 0 0 1 45 650 Tm (2. Findings) Tj T* ET
BT 1 0 0 1 45 600 Tm (3. Recommendations) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 5.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 5.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 5.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 5.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 5.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 5.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 5.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 5.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
xref
0 23
0000000000 65535 f 
0000000061 00000 n 
0000000102 00000 n 
0000000209 00000 n 
0000000321 00000 n 
0000000516 00000 n 
0000006322 00000 n 
0000012824 00000 n 
0000014142 00000 n 
0000014496 00000 n 
0000014664 00000 n 
0000014850 00000 n 
0000015028 00000 n 
0000015256 00000 n 
0000015452 00000 n 
0000015648 00000 n 
0000015718 00000 n 
0000016128 00000 n 
0000016215 00000 n 
0000018552 00000 n 
0000020327 00000 n 
0000022845 00000 n 
0000024391 00000 n 
trailer
<<
/ID 
[<cb011a3ef088e46b638e8b45c01a470f><cb011a3ef088e46b638e8b45c01a470f>]
% ReportLab generated PDF document -- digest (opensource)

/Info 16 0 R
/Root 15 0 R
/Size 23
>>
startxref
25770
%%EOF

+        type: document_url
+      model: azure_ai/mistral-ocr-4-0
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/azure-mistral/ea745741b68da1e42ada189795fd7ab875d1430d6ab5accdd987dbbfd03a58b0.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/azure-mistral/ea745741b68da1e42ada189795fd7ab875d1430d6ab5accdd987dbbfd03a58b0.yaml
new file mode 100644
index 00000000000..384fce486aa
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/azure-mistral/ea745741b68da1e42ada189795fd7ab875d1430d6ab5accdd987dbbfd03a58b0.yaml
@@ -0,0 +1,53 @@
+interactions:
+- request:
+    body: '{"model":"invalid-ocr-model-for-parity","document":{"type":"document_url","document_url":"data:application/pdf;base64,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+        within the last 5 minutes, please wait a moment and try again.","details":"The
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+        the deployment within the last 5 minutes, please wait a moment and try again."}}'
+    headers:
+      Content-Type:
+      - application/json; charset=utf-8
+      Date:
+      - Wed, 02 Sep 2026 22:35:51 GMT
+      Server:
+      - istio-envoy
+      Strict-Transport-Security:
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+      azureml-served-by-cluster:
+      - hyena-westus3-01
+      x-ms-error-code:
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+      x-ms-region:
+      - West US 3
+    status:
+      code: 404
+      message: ''
+recorded_at: '2026-09-02T22:35:52.595677+00:00'
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+version: 1
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 3.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 3.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 3.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
21 0 obj
<<
/Length 1494
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Approval Signature and Watermark) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 4 of 5) Tj T* ET
q
.827451 .827451 .827451 rg
BT /F2 54 Tf 64.8 TL ET
.906308 .422618 -0.422618 .906308 110 390 cm
BT 1 0 0 1 0 0 Tm (DRAFT) Tj T* ET
Q
0 0 0 rg
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 635 Tm (Approved by: Jordan Lee) Tj T* ET
n 45 610 m 310 610 l S
n 55 595 m 75 625 112 602 155 600 c S
BT 1 0 0 1 45 580 Tm (Signature) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 4.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 4.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 4.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 4.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 4.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 4.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 4.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 4.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
22 0 obj
<<
/Length 1327
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Appendix with Section Boundaries) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 5 of 5) Tj T* ET
BT /F2 14 Tf 16.8 TL ET
BT 1 0 0 1 45 700 Tm (1. Scope) Tj T* ET
BT 1 0 0 1 45 650 Tm (2. Findings) Tj T* ET
BT 1 0 0 1 45 600 Tm (3. Recommendations) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 5.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 5.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 5.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 5.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 5.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 5.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 5.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 5.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
xref
0 23
0000000000 65535 f 
0000000061 00000 n 
0000000102 00000 n 
0000000209 00000 n 
0000000321 00000 n 
0000000516 00000 n 
0000006322 00000 n 
0000012824 00000 n 
0000014142 00000 n 
0000014496 00000 n 
0000014664 00000 n 
0000014850 00000 n 
0000015028 00000 n 
0000015256 00000 n 
0000015452 00000 n 
0000015648 00000 n 
0000015718 00000 n 
0000016128 00000 n 
0000016215 00000 n 
0000018552 00000 n 
0000020327 00000 n 
0000022845 00000 n 
0000024391 00000 n 
trailer
<<
/ID 
[<cb011a3ef088e46b638e8b45c01a470f><cb011a3ef088e46b638e8b45c01a470f>]
% ReportLab generated PDF document -- digest (opensource)

/Info 16 0 R
/Root 15 0 R
/Size 23
>>
startxref
25770
%%EOF

+        type: document_url
+      model: azure_ai/invalid-ocr-model-for-parity
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/azure-mistral/f69c443523a0dbd89d873e6cb5726c3223b63e8cdaa1f397ea19182bd9956704.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/azure-mistral/f69c443523a0dbd89d873e6cb5726c3223b63e8cdaa1f397ea19182bd9956704.yaml
new file mode 100644
index 00000000000..657ffabc617
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/azure-mistral/f69c443523a0dbd89d873e6cb5726c3223b63e8cdaa1f397ea19182bd9956704.yaml
@@ -0,0 +1,235 @@
+interactions:
+- request:
+    body: '{"model":"mistral-ocr-4-0","document":{"type":"document_url","document_url":"data:application/pdf;base64,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+      string: '{"pages":[{"index":0,"markdown":"Quarterly Operations Report\n\n##
+        Invoice Summary and Line Items\n\n|  Item | Quantity | Amount  |\n| --- |
+        --- | --- |\n|  Document analysis | 2 | 120.00  |\n|  Document verification
+        | 1 | 80.00  |\n\n|  Item continued | Quantity | Amount  |\n| --- | --- |
+        --- |\n|  Fixture validation | 3 | 45.00  |\n|  Provider review | 1 | 25.00  |\n\nSection
+        1.1: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.2: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.3: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.4: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.5: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.6: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.7: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 1 of 5","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[{"top_left_x":55,"top_left_y":14,"bottom_right_x":241,"bottom_right_y":33,"content":"Quarterly
+        Operations Report","type":"header"},{"top_left_x":55,"top_left_y":42,"bottom_right_x":383,"bottom_right_y":67,"content":"##
+        Invoice Summary and Line Items","type":"title"},{"top_left_x":55,"top_left_y":78,"bottom_right_x":727,"bottom_right_y":216,"content":"|  Item
+        | Quantity | Amount  |\n| --- | --- | --- |\n|  Document analysis | 2 | 120.00  |\n|  Document
+        verification | 1 | 80.00  |","type":"table","table_id":null},{"top_left_x":55,"top_left_y":246,"bottom_right_x":727,"bottom_right_y":384,"content":"|  Item
+        continued | Quantity | Amount  |\n| --- | --- | --- |\n|  Fixture validation
+        | 3 | 45.00  |\n|  Provider review | 1 | 25.00  |","type":"table","table_id":null},{"top_left_x":55,"top_left_y":400,"bottom_right_x":458,"bottom_right_y":417,"content":"Section
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+        1.2: Invoice totals, regional revenue, and reconciliation notes.","type":"text"},{"top_left_x":55,"top_left_y":473,"bottom_right_x":458,"bottom_right_y":489,"content":"Section
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+        Report\n\n# Revenue Chart and Formula Review\n\n![img-0.jpeg](img-0.jpeg)\n\nQ1\n\n![img-1.jpeg](img-1.jpeg)\n\nQ2\n\n![img-2.jpeg](img-2.jpeg)\n\nQ3\n\n![img-3.jpeg](img-3.jpeg)\n\nQ4\n\n![img-4.jpeg](img-4.jpeg)\n\n![img-5.jpeg](img-5.jpeg)\n\nFormula:
+        gross margin = (revenue - cost) / revenue\n\n![img-6.jpeg](img-6.jpeg)\n\nSection
+        2.1: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.2: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.3: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.4: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.5: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.6: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.7: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
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+        Report\n\n# Key Values, Link, Highlight, and Comment\n\nInvoice Number: INV-2048\n\nPurchase
+        Order: PO-4096\n\nhttps://example.com/invoices/INV-2048\n\nHighlighted total
+        requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\nRevised total: 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\n![img-7.jpeg](img-7.jpeg)\n\nConfidential
+        | Page 3 of 5","images":[{"id":"img-7.jpeg","top_left_x":138,"top_left_y":763,"bottom_right_x":331,"bottom_right_y":856,"image_base64":null,"image_annotation":null}],"tables":[],"hyperlinks":["https://example.com/invoices/INV-2048"],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[{"top_left_x":55,"top_left_y":14,"bottom_right_x":240,"bottom_right_y":33,"content":"Quarterly
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+        Number: INV-2048","type":"text"},{"top_left_x":55,"top_left_y":136,"bottom_right_x":241,"bottom_right_y":154,"content":"Purchase
+        Order: PO-4096","type":"text"},{"top_left_x":55,"top_left_y":265,"bottom_right_x":330,"bottom_right_y":284,"content":"https://example.com/invoices/INV-2048","type":"text"},{"top_left_x":55,"top_left_y":284,"bottom_right_x":287,"bottom_right_y":304,"content":"Highlighted
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+        comment: verify the highlighted total before approval","type":"text"},{"top_left_x":55,"top_left_y":369,"bottom_right_x":206,"bottom_right_y":387,"content":"Revised
+        total: 245.00","type":"text"},{"top_left_x":55,"top_left_y":400,"bottom_right_x":458,"bottom_right_y":417,"content":"Section
+        3.1: Invoice totals, regional revenue, and reconciliation notes.","type":"list"},{"top_left_x":55,"top_left_y":436,"bottom_right_x":458,"bottom_right_y":453,"content":"Section
+        3.2: Invoice totals, regional revenue, and reconciliation notes.","type":"list"},{"top_left_x":55,"top_left_y":473,"bottom_right_x":458,"bottom_right_y":491,"content":"Section
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+        Report\n\n# Approval Signature and Watermark\n\nApproved by: Jordan Lee\n\nSignature\n\nSection
+        4.1: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        4.2: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        4.3: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        4.4: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        4.5: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        4.6: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        4.7: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        4.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
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+        | Page 4 of 5","type":"footer"}]},{"index":4,"markdown":"Quarterly Operations
+        Report\n\n# Appendix with Section Boundaries\n\n## 1. Scope\n\n## 2. Findings\n\n##
+        3. Recommendations\n\nSection 5.1: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 5.2: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 5.3: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 5.4: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 5.5: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 5.6: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 5.7: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 5.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 5 of 5","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[{"top_left_x":55,"top_left_y":14,"bottom_right_x":241,"bottom_right_y":33,"content":"Quarterly
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 3.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 3.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 3.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
21 0 obj
<<
/Length 1494
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Approval Signature and Watermark) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 4 of 5) Tj T* ET
q
.827451 .827451 .827451 rg
BT /F2 54 Tf 64.8 TL ET
.906308 .422618 -0.422618 .906308 110 390 cm
BT 1 0 0 1 0 0 Tm (DRAFT) Tj T* ET
Q
0 0 0 rg
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 635 Tm (Approved by: Jordan Lee) Tj T* ET
n 45 610 m 310 610 l S
n 55 595 m 75 625 112 602 155 600 c S
BT 1 0 0 1 45 580 Tm (Signature) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 4.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 4.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 4.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 4.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 4.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 4.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 4.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 4.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
22 0 obj
<<
/Length 1327
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Appendix with Section Boundaries) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 5 of 5) Tj T* ET
BT /F2 14 Tf 16.8 TL ET
BT 1 0 0 1 45 700 Tm (1. Scope) Tj T* ET
BT 1 0 0 1 45 650 Tm (2. Findings) Tj T* ET
BT 1 0 0 1 45 600 Tm (3. Recommendations) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 5.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 5.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 5.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 5.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 5.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 5.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 5.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 5.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
xref
0 23
0000000000 65535 f 
0000000061 00000 n 
0000000102 00000 n 
0000000209 00000 n 
0000000321 00000 n 
0000000516 00000 n 
0000006322 00000 n 
0000012824 00000 n 
0000014142 00000 n 
0000014496 00000 n 
0000014664 00000 n 
0000014850 00000 n 
0000015028 00000 n 
0000015256 00000 n 
0000015452 00000 n 
0000015648 00000 n 
0000015718 00000 n 
0000016128 00000 n 
0000016215 00000 n 
0000018552 00000 n 
0000020327 00000 n 
0000022845 00000 n 
0000024391 00000 n 
trailer
<<
/ID 
[<cb011a3ef088e46b638e8b45c01a470f><cb011a3ef088e46b638e8b45c01a470f>]
% ReportLab generated PDF document -- digest (opensource)

/Info 16 0 R
/Root 15 0 R
/Size 23
>>
startxref
25770
%%EOF

+        type: document_url
+      document_annotation_format:
+        json_schema:
+          description: Extract the visible document fields
+          name: document_title
+          schema:
+            additionalProperties: false
+            properties:
+              title:
+                type: string
+            required:
+            - title
+            type: object
+          strict: true
+        type: json_schema
+      model: azure_ai/mistral-ocr-4-0
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/00e40122a146d5fd663c145054ae744eab2f1613e845de12ab931c7c36a76a2a.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/00e40122a146d5fd663c145054ae744eab2f1613e845de12ab931c7c36a76a2a.yaml
new file mode 100644
index 00000000000..58031a26b37
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/00e40122a146d5fd663c145054ae744eab2f1613e845de12ab931c7c36a76a2a.yaml
@@ -0,0 +1,123 @@
+interactions:
+- request:
+    body: 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+    headers:
+      Accept:
+      - '*/*'
+      Content-Type:
+      - application/json
+      User-Agent:
+      - litellm/1.101.0
+    method: POST
+    uri: http://parity-provider.invalid/v1/ocr
+  response:
+    body:
+      string: '{"pages":[{"index":0,"markdown":"Quarterly Operations Report\n\n# Invoice
+        Summary and Line Items\n\n|  Item | Quantity | Amount  |\n| --- | --- | ---
+        |\n|  Document analysis | 2 | 120.00  |\n|  Document verification | 1 | 80.00  |\n\n|  Item
+        continued | Quantity | Amount  |\n| --- | --- | --- |\n|  Fixture validation
+        | 3 | 45.00  |\n|  Provider review | 1 | 25.00  |\n\nSection 1.1: Invoice
+        totals, regional revenue, and reconciliation notes.\nSection 1.2: Invoice
+        totals, regional revenue, and reconciliation notes.\nSection 1.3: Invoice
+        totals, regional revenue, and reconciliation notes.\nSection 1.4: Invoice
+        totals, regional revenue, and reconciliation notes.\nSection 1.5: Invoice
+        totals, regional revenue, and reconciliation notes.\nSection 1.6: Invoice
+        totals, regional revenue, and reconciliation notes.\nSection 1.7: Invoice
+        totals, regional revenue, and reconciliation notes.\nSection 1.8: Invoice
+        totals, regional revenue, and reconciliation notes.\n\nConfidential | Page
+        1 of 5","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[]},{"index":1,"markdown":"Quarterly
+        Operations Report\n\n# Revenue Chart and Formula Review\n\n![img-0.jpeg](img-0.jpeg)\nQ1\n\n![img-1.jpeg](img-1.jpeg)\nQ2\n\n![img-2.jpeg](img-2.jpeg)\nQ3\n\n![img-3.jpeg](img-3.jpeg)\nQ4\n\n![img-4.jpeg](img-4.jpeg)\n\n![img-5.jpeg](img-5.jpeg)\n\nFormula:
+        gross margin = (revenue - cost) / revenue\n\n![img-6.jpeg](img-6.jpeg)\n\nSection
+        2.1: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        2.2: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        2.3: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        2.4: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        2.5: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        2.6: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        2.7: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        2.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 2 of 5","images":[{"id":"img-0.jpeg","top_left_x":86,"top_left_y":140,"bottom_right_x":177,"bottom_right_y":236,"image_base64":null,"image_annotation":null},{"id":"img-1.jpeg","top_left_x":215,"top_left_y":82,"bottom_right_x":306,"bottom_right_y":236,"image_base64":null,"image_annotation":null},{"id":"img-2.jpeg","top_left_x":345,"top_left_y":115,"bottom_right_x":436,"bottom_right_y":236,"image_base64":null,"image_annotation":null},{"id":"img-3.jpeg","top_left_x":475,"top_left_y":63,"bottom_right_x":563,"bottom_right_y":236,"image_base64":null,"image_annotation":null},{"id":"img-4.jpeg","top_left_x":582,"top_left_y":82,"bottom_right_x":681,"bottom_right_y":178,"image_base64":null,"image_annotation":null},{"id":"img-5.jpeg","top_left_x":582,"top_left_y":210,"bottom_right_x":681,"bottom_right_y":295,"image_base64":null,"image_annotation":null},{"id":"img-6.jpeg","top_left_x":582,"top_left_y":316,"bottom_right_x":647,"bottom_right_y":379,"image_base64":null,"image_annotation":null}],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[]},{"index":2,"markdown":"Quarterly
+        Operations Report\n\n# Key Values, Link, Highlight, and Comment\n\nInvoice
+        Number: INV-2048\n\nPurchase Order: PO-4096\n\nhttps://example.com/invoices/INV-2048\n\nHighlighted
+        total requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\n# Revised total: 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\n![img-7.jpeg](img-7.jpeg)\n\nConfidential
+        | Page 3 of 5","images":[{"id":"img-7.jpeg","top_left_x":135,"top_left_y":759,"bottom_right_x":331,"bottom_right_y":856,"image_base64":null,"image_annotation":null}],"tables":[],"hyperlinks":["https://example.com/invoices/INV-2048"],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[]},{"index":3,"markdown":"Quarterly
+        Operations Report\n\nApproval Signature and Watermark\n\nApproved by: Jordan
+        Lee\n\nSignature\n\nSection 4.1: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 4.2: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 4.3: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 4.4: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 4.5: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 4.6: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 4.7: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 4.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 4 of 5","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[]},{"index":4,"markdown":"Quarterly
+        Operations Report\n\n# Appendix with Section Boundaries\n\n1. Scope\n2. Findings\n3.
+        Recommendations\n\nSection 5.1: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 5.2: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 5.3: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 5.4: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 5.5: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 5.6: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 5.7: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 5.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 5 of 5","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[]}],"model":"mistral-ocr-2512","document_annotation":null,"usage_info":{"pages_processed":5,"doc_size_bytes":26446}}'
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 3.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 3.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 3.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
21 0 obj
<<
/Length 1494
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Approval Signature and Watermark) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 4 of 5) Tj T* ET
q
.827451 .827451 .827451 rg
BT /F2 54 Tf 64.8 TL ET
.906308 .422618 -0.422618 .906308 110 390 cm
BT 1 0 0 1 0 0 Tm (DRAFT) Tj T* ET
Q
0 0 0 rg
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 635 Tm (Approved by: Jordan Lee) Tj T* ET
n 45 610 m 310 610 l S
n 55 595 m 75 625 112 602 155 600 c S
BT 1 0 0 1 45 580 Tm (Signature) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 4.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 4.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 4.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 4.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 4.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 4.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 4.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 4.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
22 0 obj
<<
/Length 1327
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Appendix with Section Boundaries) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 5 of 5) Tj T* ET
BT /F2 14 Tf 16.8 TL ET
BT 1 0 0 1 45 700 Tm (1. Scope) Tj T* ET
BT 1 0 0 1 45 650 Tm (2. Findings) Tj T* ET
BT 1 0 0 1 45 600 Tm (3. Recommendations) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 5.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 5.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 5.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 5.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 5.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 5.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 5.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 5.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
xref
0 23
0000000000 65535 f 
0000000061 00000 n 
0000000102 00000 n 
0000000209 00000 n 
0000000321 00000 n 
0000000516 00000 n 
0000006322 00000 n 
0000012824 00000 n 
0000014142 00000 n 
0000014496 00000 n 
0000014664 00000 n 
0000014850 00000 n 
0000015028 00000 n 
0000015256 00000 n 
0000015452 00000 n 
0000015648 00000 n 
0000015718 00000 n 
0000016128 00000 n 
0000016215 00000 n 
0000018552 00000 n 
0000020327 00000 n 
0000022845 00000 n 
0000024391 00000 n 
trailer
<<
/ID 
[<cb011a3ef088e46b638e8b45c01a470f><cb011a3ef088e46b638e8b45c01a470f>]
% ReportLab generated PDF document -- digest (opensource)

/Info 16 0 R
/Root 15 0 R
/Size 23
>>
startxref
25770
%%EOF

+        type: document_url
+      extract_header: false
+      model: mistral/mistral-ocr-2512
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/06548a2b80868916f18a71e91a6ff17459a6e60da3c4b2e8c2529a3373c5f2c2.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/06548a2b80868916f18a71e91a6ff17459a6e60da3c4b2e8c2529a3373c5f2c2.yaml
new file mode 100644
index 00000000000..a0b98ac4ec0
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/06548a2b80868916f18a71e91a6ff17459a6e60da3c4b2e8c2529a3373c5f2c2.yaml
@@ -0,0 +1,123 @@
+interactions:
+- request:
+    body: '{"model":"mistral-ocr-4-1","document":{"type":"document_url","document_url":"data:application/pdf;base64,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+    headers:
+      Accept:
+      - '*/*'
+      Content-Type:
+      - application/json
+      User-Agent:
+      - litellm/1.101.0
+    method: POST
+    uri: http://parity-provider.invalid/v1/ocr
+  response:
+    body:
+      string: '{"pages":[{"index":0,"markdown":"Quarterly Operations Report\n\n##
+        Invoice Summary and Line Items\n\n|  Item | Quantity | Amount  |\n| --- |
+        --- | --- |\n|  Document analysis | 2 | 120.00  |\n|  Document verification
+        | 1 | 80.00  |\n\n|  Item continued | Quantity | Amount  |\n| --- | --- |
+        --- |\n|  Fixture validation | 3 | 45.00  |\n|  Provider review | 1 | 25.00  |\n\nSection
+        1.1: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.2: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.3: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.4: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.5: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.6: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.7: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 1 of 5","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":null},{"index":1,"markdown":"Quarterly
+        Operations Report\n\n# Revenue Chart and Formula Review\n\n![img-0.jpeg](img-0.jpeg)\n\nQ1\n\n![img-1.jpeg](img-1.jpeg)\n\nQ2\n\n![img-2.jpeg](img-2.jpeg)\n\nQ3\n\n![img-3.jpeg](img-3.jpeg)\n\nQ4\n\n![img-4.jpeg](img-4.jpeg)\n\n![img-5.jpeg](img-5.jpeg)\n\nFormula:
+        gross margin = (revenue - cost) / revenue\n\n![img-6.jpeg](img-6.jpeg)\n\nSection
+        2.1: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.2: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.3: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.4: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.5: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.6: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.7: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 2 of 5","images":[{"id":"img-0.jpeg","top_left_x":87,"top_left_y":141,"bottom_right_x":177,"bottom_right_y":236,"image_base64":null,"image_annotation":null},{"id":"img-1.jpeg","top_left_x":216,"top_left_y":84,"bottom_right_x":306,"bottom_right_y":236,"image_base64":null,"image_annotation":null},{"id":"img-2.jpeg","top_left_x":346,"top_left_y":116,"bottom_right_x":435,"bottom_right_y":236,"image_base64":null,"image_annotation":null},{"id":"img-3.jpeg","top_left_x":476,"top_left_y":65,"bottom_right_x":564,"bottom_right_y":236,"image_base64":null,"image_annotation":null},{"id":"img-4.jpeg","top_left_x":584,"top_left_y":84,"bottom_right_x":681,"bottom_right_y":177,"image_base64":null,"image_annotation":null},{"id":"img-5.jpeg","top_left_x":584,"top_left_y":211,"bottom_right_x":681,"bottom_right_y":295,"image_base64":null,"image_annotation":null},{"id":"img-6.jpeg","top_left_x":584,"top_left_y":315,"bottom_right_x":648,"bottom_right_y":379,"image_base64":null,"image_annotation":null}],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":null},{"index":2,"markdown":"Quarterly
+        Operations Report\n\n# Key Values, Link, Highlight, and Comment\n\nInvoice
+        Number: INV-2048\n\nPurchase Order: PO-4096\n\nhttps://example.com/invoices/INV-2048\n\nHighlighted
+        total requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\nRevised total: 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\n![img-7.jpeg](img-7.jpeg)\n\nConfidential
+        | Page 3 of 5","images":[{"id":"img-7.jpeg","top_left_x":138,"top_left_y":763,"bottom_right_x":331,"bottom_right_y":856,"image_base64":null,"image_annotation":null}],"tables":[],"hyperlinks":["https://example.com/invoices/INV-2048"],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":null},{"index":3,"markdown":"Quarterly
+        Operations Report\n\n# Approval Signature and Watermark\n\nApproved by: Jordan
+        Lee\n\nSignature\n\nSection 4.1: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.2: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.3: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.4: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.5: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.6: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.7: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 4 of 5","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":null},{"index":4,"markdown":"Quarterly
+        Operations Report\n\n# Appendix with Section Boundaries\n\n## 1. Scope\n\n##
+        2. Findings\n\n## 3. Recommendations\n\nSection 5.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nConfidential | Page 5 of 5","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":null}],"model":"mistral-ocr-4-1","document_annotation":null,"usage_info":{"pages_processed":5,"doc_size_bytes":26446}}'
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 3.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 3.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 3.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
21 0 obj
<<
/Length 1494
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Approval Signature and Watermark) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 4 of 5) Tj T* ET
q
.827451 .827451 .827451 rg
BT /F2 54 Tf 64.8 TL ET
.906308 .422618 -0.422618 .906308 110 390 cm
BT 1 0 0 1 0 0 Tm (DRAFT) Tj T* ET
Q
0 0 0 rg
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 635 Tm (Approved by: Jordan Lee) Tj T* ET
n 45 610 m 310 610 l S
n 55 595 m 75 625 112 602 155 600 c S
BT 1 0 0 1 45 580 Tm (Signature) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 4.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 4.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 4.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 4.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 4.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 4.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 4.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 4.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
22 0 obj
<<
/Length 1327
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Appendix with Section Boundaries) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 5 of 5) Tj T* ET
BT /F2 14 Tf 16.8 TL ET
BT 1 0 0 1 45 700 Tm (1. Scope) Tj T* ET
BT 1 0 0 1 45 650 Tm (2. Findings) Tj T* ET
BT 1 0 0 1 45 600 Tm (3. Recommendations) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 5.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 5.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 5.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 5.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 5.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 5.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 5.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 5.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
xref
0 23
0000000000 65535 f 
0000000061 00000 n 
0000000102 00000 n 
0000000209 00000 n 
0000000321 00000 n 
0000000516 00000 n 
0000006322 00000 n 
0000012824 00000 n 
0000014142 00000 n 
0000014496 00000 n 
0000014664 00000 n 
0000014850 00000 n 
0000015028 00000 n 
0000015256 00000 n 
0000015452 00000 n 
0000015648 00000 n 
0000015718 00000 n 
0000016128 00000 n 
0000016215 00000 n 
0000018552 00000 n 
0000020327 00000 n 
0000022845 00000 n 
0000024391 00000 n 
trailer
<<
/ID 
[<cb011a3ef088e46b638e8b45c01a470f><cb011a3ef088e46b638e8b45c01a470f>]
% ReportLab generated PDF document -- digest (opensource)

/Info 16 0 R
/Root 15 0 R
/Size 23
>>
startxref
25770
%%EOF

+        type: document_url
+      include_blocks: false
+      model: mistral/mistral-ocr-4-1
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/0b234402bdfd3be223e731051202f2996578fff02d93ec3011031ce2b4c511fc.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/0b234402bdfd3be223e731051202f2996578fff02d93ec3011031ce2b4c511fc.yaml
new file mode 100644
index 00000000000..f7aa8598016
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/0b234402bdfd3be223e731051202f2996578fff02d93ec3011031ce2b4c511fc.yaml
@@ -0,0 +1,68 @@
+interactions:
+- request:
+    body: '{"model":"mistral-ocr-latest","document":{"type":"image_url","image_url":"https://dummyjson.com/image/800x300/ffffff/000000?text=invoice%20123&fontSize=24"},"image_limit":1}'
+    headers:
+      Accept:
+      - '*/*'
+      Content-Type:
+      - application/json
+      User-Agent:
+      - litellm/1.101.0
+    method: POST
+    uri: http://parity-provider.invalid/v1/ocr
+  response:
+    body:
+      string: '{"pages":[{"index":0,"markdown":"invoice 123","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":200,"height":300,"width":800},"confidence_scores":null,"blocks":[{"top_left_x":335,"top_left_y":138,"bottom_right_x":464,"bottom_right_y":162,"content":"invoice
+        123","confidence_scores":null,"type":"text"}]}],"model":"mistral-ocr-latest","document_annotation":null,"usage_info":{"pages_processed":1,"doc_size_bytes":4124}}'
+    headers:
+      CF-RAY:
+      - a346d3637dc2c090-SJC
+      Content-Type:
+      - application/json
+      Date:
+      - Tue, 01 Sep 2026 19:54:15 GMT
+      Server:
+      - cloudflare
+      Strict-Transport-Security:
+      - max-age=15552000; includeSubDomains; preload
+      X-Content-Type-Options:
+      - nosniff
+      access-control-allow-origin:
+      - '*'
+      alt-svc:
+      - h3=":443"; ma=86400
+      cf-cache-status:
+      - DYNAMIC
+      mistral-correlation-id:
+      - 01a05e89-5a87-7148-8ae4-4e14967bebf3
+      x-envoy-upstream-service-time:
+      - '226'
+      x-kong-proxy-latency:
+      - '19'
+      x-kong-request-id:
+      - 01a05e89-5a87-7148-8ae4-4e14967bebf3
+      x-kong-upstream-latency:
+      - '227'
+      x-ratelimit-limit-ocr-pages-minute:
+      - '60'
+      x-ratelimit-ocr-pages-query-cost:
+      - '1'
+      x-ratelimit-remaining-ocr-pages-minute:
+      - '56'
+    status:
+      code: 200
+      message: ''
+recorded_at: '2026-09-01T19:54:15.394028+00:00'
+ttl_seconds: 0
+version: 1
+x-litellm:
+  case:
+    litellm_input:
+      contract: mistral
+      document:
+        image_url: https://dummyjson.com/image/800x300/ffffff/000000?text=invoice%20123&fontSize=24
+        type: image_url
+      image_limit: 1
+      model: mistral/mistral-ocr-latest
+  request_source: python_replay
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/1f3001924ef2c46d3eccdedd808c7ded7fea981215a478a12d8636eff8eb1157.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/1f3001924ef2c46d3eccdedd808c7ded7fea981215a478a12d8636eff8eb1157.yaml
new file mode 100644
index 00000000000..f06a1033691
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/1f3001924ef2c46d3eccdedd808c7ded7fea981215a478a12d8636eff8eb1157.yaml
@@ -0,0 +1,60 @@
+interactions:
+- request:
+    body: '{"model":"invalid-ocr-model-for-parity","document":{"type":"document_url","document_url":"data:application/pdf;base64,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+    headers:
+      Accept:
+      - '*/*'
+      Content-Type:
+      - application/json
+      User-Agent:
+      - litellm/1.101.0
+    method: POST
+    uri: http://parity-provider.invalid/v1/ocr
+  response:
+    body:
+      string: '{"object":"error","message":"Invalid model: invalid-ocr-model-for-parity","type":"invalid_model","param":null,"code":"1500","raw_status_code":400}'
+    headers:
+      CF-RAY:
+      - a34832c9ae37ad44-SJC
+      Content-Type:
+      - application/json
+      Date:
+      - Tue, 01 Sep 2026 23:54:08 GMT
+      Server:
+      - cloudflare
+      Strict-Transport-Security:
+      - max-age=15552000; includeSubDomains; preload
+      X-Content-Type-Options:
+      - nosniff
+      access-control-allow-origin:
+      - '*'
+      alt-svc:
+      - h3=":443"; ma=86400
+      cf-cache-status:
+      - DYNAMIC
+      mistral-correlation-id:
+      - 01a05f64-fa6f-76c9-8b39-fd7d42840ba2
+      x-envoy-upstream-service-time:
+      - '2'
+      x-kong-proxy-latency:
+      - '16'
+      x-kong-request-id:
+      - 01a05f64-fa6f-76c9-8b39-fd7d42840ba2
+      x-kong-upstream-latency:
+      - '10'
+    status:
+      code: 400
+      message: ''
+recorded_at: '2026-09-01T23:54:08.641470+00:00'
+ttl_seconds: 0
+version: 1
+x-litellm:
+  case:
+    litellm_input:
+      contract: mistral
+      document:
+        document_url: 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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM OCR fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (OCR, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic OCR coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2280
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (OCR verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 3.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 3.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 3.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
21 0 obj
<<
/Length 1494
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Approval Signature and Watermark) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 4 of 5) Tj T* ET
q
.827451 .827451 .827451 rg
BT /F2 54 Tf 64.8 TL ET
.906308 .422618 -0.422618 .906308 110 390 cm
BT 1 0 0 1 0 0 Tm (DRAFT) Tj T* ET
Q
0 0 0 rg
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 635 Tm (Approved by: Jordan Lee) Tj T* ET
n 45 610 m 310 610 l S
n 55 595 m 75 625 112 602 155 600 c S
BT 1 0 0 1 45 580 Tm (Signature) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 4.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 4.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 4.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 4.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 4.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 4.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 4.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 4.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
22 0 obj
<<
/Length 1327
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Appendix with Section Boundaries) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 5 of 5) Tj T* ET
BT /F2 14 Tf 16.8 TL ET
BT 1 0 0 1 45 700 Tm (1. Scope) Tj T* ET
BT 1 0 0 1 45 650 Tm (2. Findings) Tj T* ET
BT 1 0 0 1 45 600 Tm (3. Recommendations) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 5.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 5.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 5.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 5.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 5.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 5.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 5.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 5.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
xref
0 23
0000000000 65535 f 
0000000061 00000 n 
0000000102 00000 n 
0000000209 00000 n 
0000000321 00000 n 
0000000516 00000 n 
0000006322 00000 n 
0000012824 00000 n 
0000014142 00000 n 
0000014496 00000 n 
0000014664 00000 n 
0000014850 00000 n 
0000015028 00000 n 
0000015256 00000 n 
0000015452 00000 n 
0000015648 00000 n 
0000015718 00000 n 
0000016115 00000 n 
0000016202 00000 n 
0000018534 00000 n 
0000020309 00000 n 
0000022827 00000 n 
0000024373 00000 n 
trailer
<<
/ID 
[<2f50893a1eaff1119c0470fc4c57e247><2f50893a1eaff1119c0470fc4c57e247>]
% ReportLab generated PDF document -- digest (opensource)

/Info 16 0 R
/Root 15 0 R
/Size 23
>>
startxref
25752
%%EOF

+        type: document_url
+      model: mistral/invalid-ocr-model-for-parity
+  request_source: python_replay
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/1f38e1eab857c22107df833aa63b119bced6537f45cf08b27cbec08bb8f45951.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/1f38e1eab857c22107df833aa63b119bced6537f45cf08b27cbec08bb8f45951.yaml
new file mode 100644
index 00000000000..8200c885e60
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/1f38e1eab857c22107df833aa63b119bced6537f45cf08b27cbec08bb8f45951.yaml
@@ -0,0 +1,69 @@
+interactions:
+- request:
+    body: '{"model":"mistral-ocr-latest","document":{"type":"image_url","image_url":"https://dummyjson.com/image/800x300/ffffff/000000?text=invoice%20123&fontSize=24"},"pages":[0]}'
+    headers:
+      Accept:
+      - '*/*'
+      Content-Type:
+      - application/json
+      User-Agent:
+      - litellm/1.101.0
+    method: POST
+    uri: http://parity-provider.invalid/v1/ocr
+  response:
+    body:
+      string: '{"pages":[{"index":0,"markdown":"invoice 123","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":200,"height":300,"width":800},"confidence_scores":null,"blocks":[{"top_left_x":335,"top_left_y":138,"bottom_right_x":464,"bottom_right_y":162,"content":"invoice
+        123","confidence_scores":null,"type":"text"}]}],"model":"mistral-ocr-latest","document_annotation":null,"usage_info":{"pages_processed":1,"doc_size_bytes":4124}}'
+    headers:
+      CF-RAY:
+      - a346d35d1fbbebe5-SJC
+      Content-Type:
+      - application/json
+      Date:
+      - Tue, 01 Sep 2026 19:54:14 GMT
+      Server:
+      - cloudflare
+      Strict-Transport-Security:
+      - max-age=15552000; includeSubDomains; preload
+      X-Content-Type-Options:
+      - nosniff
+      access-control-allow-origin:
+      - '*'
+      alt-svc:
+      - h3=":443"; ma=86400
+      cf-cache-status:
+      - DYNAMIC
+      mistral-correlation-id:
+      - 01a05e89-5685-747f-b76d-dab242ea7512
+      x-envoy-upstream-service-time:
+      - '179'
+      x-kong-proxy-latency:
+      - '12'
+      x-kong-request-id:
+      - 01a05e89-5685-747f-b76d-dab242ea7512
+      x-kong-upstream-latency:
+      - '180'
+      x-ratelimit-limit-ocr-pages-minute:
+      - '60'
+      x-ratelimit-ocr-pages-query-cost:
+      - '1'
+      x-ratelimit-remaining-ocr-pages-minute:
+      - '58'
+    status:
+      code: 200
+      message: ''
+recorded_at: '2026-09-01T19:54:14.385374+00:00'
+ttl_seconds: 0
+version: 1
+x-litellm:
+  case:
+    litellm_input:
+      contract: mistral
+      document:
+        image_url: https://dummyjson.com/image/800x300/ffffff/000000?text=invoice%20123&fontSize=24
+        type: image_url
+      model: mistral/mistral-ocr-latest
+      pages:
+      - 0
+  request_source: python_replay
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/2700b798fa2f8d5f93496e026a16dd99c8b344209a377fe13cc63c9894fc316d.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/2700b798fa2f8d5f93496e026a16dd99c8b344209a377fe13cc63c9894fc316d.yaml
new file mode 100644
index 00000000000..1197db50293
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/2700b798fa2f8d5f93496e026a16dd99c8b344209a377fe13cc63c9894fc316d.yaml
@@ -0,0 +1,207 @@
+interactions:
+- request:
+    body: '{"model":"mistral-ocr-latest","document":{"type":"document_url","document_url":"data:application/pdf;base64,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+        Invoice Summary and Line Items\n\n|  Item | Quantity | Amount  |\n| --- |
+        --- | --- |\n|  Document analysis | 2 | 120.00  |\n|  Document verification
+        | 1 | 80.00  |\n\n|  Item continued | Quantity | Amount  |\n| --- | --- |
+        --- |\n|  Fixture validation | 3 | 45.00  |\n|  Provider review | 1 | 25.00  |\n\nSection
+        1.1: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.2: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.3: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.4: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.5: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.6: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.7: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 1 of 5","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[{"top_left_x":55,"top_left_y":14,"bottom_right_x":241,"bottom_right_y":33,"content":"Quarterly
+        Operations Report","confidence_scores":null,"type":"header"},{"top_left_x":55,"top_left_y":42,"bottom_right_x":383,"bottom_right_y":67,"content":"##
+        Invoice Summary and Line Items","confidence_scores":null,"type":"title"},{"top_left_x":55,"top_left_y":78,"bottom_right_x":728,"bottom_right_y":216,"content":"|  Item
+        | Quantity | Amount  |\n| --- | --- | --- |\n|  Document analysis | 2 | 120.00  |\n|  Document
+        verification | 1 | 80.00  |","confidence_scores":null,"type":"table","table_id":null},{"top_left_x":55,"top_left_y":246,"bottom_right_x":728,"bottom_right_y":384,"content":"|  Item
+        continued | Quantity | Amount  |\n| --- | --- | --- |\n|  Fixture validation
+        | 3 | 45.00  |\n|  Provider review | 1 | 25.00  |","confidence_scores":null,"type":"table","table_id":null},{"top_left_x":55,"top_left_y":400,"bottom_right_x":458,"bottom_right_y":417,"content":"Section
+        1.1: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":436,"bottom_right_x":458,"bottom_right_y":453,"content":"Section
+        1.2: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":473,"bottom_right_x":458,"bottom_right_y":489,"content":"Section
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+        | Page 1 of 5","confidence_scores":null,"type":"footer"}]},{"index":1,"markdown":"Quarterly
+        Operations Report\n\n# Revenue Chart and Formula Review\n\n![img-0.jpeg](img-0.jpeg)\n\nQ1\n\n![img-1.jpeg](img-1.jpeg)\n\nQ2\n\n![img-2.jpeg](img-2.jpeg)\n\nQ3\n\n![img-3.jpeg](img-3.jpeg)\n\nQ4\n\n![img-4.jpeg](img-4.jpeg)\n\n![img-5.jpeg](img-5.jpeg)\n\nFormula:
+        gross margin = (revenue - cost) / revenue\n\n![img-6.jpeg](img-6.jpeg)\n\nSection
+        2.1: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.2: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.3: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.4: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.5: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.6: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.7: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 2 of 5","images":[{"id":"img-0.jpeg","top_left_x":87,"top_left_y":141,"bottom_right_x":177,"bottom_right_y":236,"image_base64":null,"image_annotation":null},{"id":"img-1.jpeg","top_left_x":216,"top_left_y":84,"bottom_right_x":306,"bottom_right_y":236,"image_base64":null,"image_annotation":null},{"id":"img-2.jpeg","top_left_x":346,"top_left_y":116,"bottom_right_x":435,"bottom_right_y":236,"image_base64":null,"image_annotation":null},{"id":"img-3.jpeg","top_left_x":476,"top_left_y":65,"bottom_right_x":564,"bottom_right_y":236,"image_base64":null,"image_annotation":null},{"id":"img-4.jpeg","top_left_x":584,"top_left_y":84,"bottom_right_x":681,"bottom_right_y":177,"image_base64":null,"image_annotation":null},{"id":"img-5.jpeg","top_left_x":584,"top_left_y":211,"bottom_right_x":681,"bottom_right_y":295,"image_base64":null,"image_annotation":null},{"id":"img-6.jpeg","top_left_x":584,"top_left_y":315,"bottom_right_x":648,"bottom_right_y":379,"image_base64":null,"image_annotation":null}],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[{"top_left_x":55,"top_left_y":14,"bottom_right_x":239,"bottom_right_y":33,"content":"Quarterly
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+        | Page 2 of 5","confidence_scores":null,"type":"footer"}]},{"index":2,"markdown":"Quarterly
+        Operations Report\n\n# Key Values, Link, Highlight, and Comment\n\nInvoice
+        Number: INV-2048\n\nPurchase Order: PO-4096\n\nhttps://example.com/invoices/INV-2048\n\nHighlighted
+        total requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\nRevised total: 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\n![img-7.jpeg](img-7.jpeg)\n\nConfidential
+        | Page 3 of 5","images":[{"id":"img-7.jpeg","top_left_x":138,"top_left_y":763,"bottom_right_x":331,"bottom_right_y":856,"image_base64":null,"image_annotation":null}],"tables":[],"hyperlinks":["https://example.com/invoices/INV-2048"],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[{"top_left_x":55,"top_left_y":14,"bottom_right_x":240,"bottom_right_y":33,"content":"Quarterly
+        Operations Report","confidence_scores":null,"type":"header"},{"top_left_x":55,"top_left_y":41,"bottom_right_x":477,"bottom_right_y":67,"content":"#
+        Key Values, Link, Highlight, and Comment","confidence_scores":null,"type":"title"},{"top_left_x":55,"top_left_y":104,"bottom_right_x":244,"bottom_right_y":122,"content":"Invoice
+        Number: INV-2048","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":136,"bottom_right_x":241,"bottom_right_y":154,"content":"Purchase
+        Order: PO-4096","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":265,"bottom_right_x":330,"bottom_right_y":284,"content":"https://example.com/invoices/INV-2048","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":284,"bottom_right_x":287,"bottom_right_y":304,"content":"Highlighted
+        total requiring review","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":322,"bottom_right_x":491,"bottom_right_y":342,"content":"Reviewer
+        comment: verify the highlighted total before approval","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":368,"bottom_right_x":206,"bottom_right_y":387,"content":"Revised
+        total: 245.00","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":400,"bottom_right_x":458,"bottom_right_y":417,"content":"Section
+        3.1: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"list"},{"top_left_x":55,"top_left_y":435,"bottom_right_x":458,"bottom_right_y":453,"content":"Section
+        3.2: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"list"},{"top_left_x":55,"top_left_y":472,"bottom_right_x":458,"bottom_right_y":489,"content":"Section
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+        | Page 3 of 5","confidence_scores":null,"type":"footer"}]},{"index":3,"markdown":"Quarterly
+        Operations Report\n\n# Approval Signature and Watermark\n\nApproved by: Jordan
+        Lee\n\nSignature\n\nSection 4.1: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.2: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.3: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.4: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.5: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.6: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.7: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 4 of 5","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[{"top_left_x":55,"top_left_y":14,"bottom_right_x":241,"bottom_right_y":33,"content":"Quarterly
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+        Operations Report\n\n# Appendix with Section Boundaries\n\n## 1. Scope\n\n##
+        2. Findings\n\n## 3. Recommendations\n\nSection 5.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nConfidential | Page 5 of 5","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[{"top_left_x":55,"top_left_y":14,"bottom_right_x":241,"bottom_right_y":33,"content":"Quarterly
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 3.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 3.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 3.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
21 0 obj
<<
/Length 1494
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Approval Signature and Watermark) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 4 of 5) Tj T* ET
q
.827451 .827451 .827451 rg
BT /F2 54 Tf 64.8 TL ET
.906308 .422618 -0.422618 .906308 110 390 cm
BT 1 0 0 1 0 0 Tm (DRAFT) Tj T* ET
Q
0 0 0 rg
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 635 Tm (Approved by: Jordan Lee) Tj T* ET
n 45 610 m 310 610 l S
n 55 595 m 75 625 112 602 155 600 c S
BT 1 0 0 1 45 580 Tm (Signature) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 4.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 4.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 4.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 4.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 4.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 4.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 4.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 4.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
22 0 obj
<<
/Length 1327
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Appendix with Section Boundaries) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 5 of 5) Tj T* ET
BT /F2 14 Tf 16.8 TL ET
BT 1 0 0 1 45 700 Tm (1. Scope) Tj T* ET
BT 1 0 0 1 45 650 Tm (2. Findings) Tj T* ET
BT 1 0 0 1 45 600 Tm (3. Recommendations) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 5.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 5.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 5.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 5.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 5.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 5.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 5.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 5.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
xref
0 23
0000000000 65535 f 
0000000061 00000 n 
0000000102 00000 n 
0000000209 00000 n 
0000000321 00000 n 
0000000516 00000 n 
0000006322 00000 n 
0000012824 00000 n 
0000014142 00000 n 
0000014496 00000 n 
0000014664 00000 n 
0000014850 00000 n 
0000015028 00000 n 
0000015256 00000 n 
0000015452 00000 n 
0000015648 00000 n 
0000015718 00000 n 
0000016128 00000 n 
0000016215 00000 n 
0000018552 00000 n 
0000020327 00000 n 
0000022845 00000 n 
0000024391 00000 n 
trailer
<<
/ID 
[<cb011a3ef088e46b638e8b45c01a470f><cb011a3ef088e46b638e8b45c01a470f>]
% ReportLab generated PDF document -- digest (opensource)

/Info 16 0 R
/Root 15 0 R
/Size 23
>>
startxref
25770
%%EOF

+        type: document_url
+      document_annotation_format:
+        json_schema:
+          description: Extract the visible document fields
+          name: document_title
+          schema:
+            additionalProperties: false
+            properties:
+              title:
+                type: string
+            required:
+            - title
+            type: object
+          strict: true
+        type: json_schema
+      model: mistral/mistral-ocr-latest
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/27fb5f73a7e247d431fcd64805a4d7981c5e459339edf7910e4315d4514bfa69.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/27fb5f73a7e247d431fcd64805a4d7981c5e459339edf7910e4315d4514bfa69.yaml
new file mode 100644
index 00000000000..6ebf3454b2a
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/27fb5f73a7e247d431fcd64805a4d7981c5e459339edf7910e4315d4514bfa69.yaml
@@ -0,0 +1,192 @@
+interactions:
+- request:
+    body: '{"model":"mistral-ocr-latest","document":{"type":"document_url","document_url":"data:application/pdf;base64,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+      - application/json
+      User-Agent:
+      - litellm/1.101.0
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+      string: '{"pages":[{"index":0,"markdown":"Quarterly Operations Report\n\n##
+        Invoice Summary and Line Items\n\n|  Item | Quantity | Amount  |\n| --- |
+        --- | --- |\n|  Document analysis | 2 | 120.00  |\n|  Document verification
+        | 1 | 80.00  |\n\n|  Item continued | Quantity | Amount  |\n| --- | --- |
+        --- |\n|  Fixture validation | 3 | 45.00  |\n|  Provider review | 1 | 25.00  |\n\nSection
+        1.1: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.2: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.3: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.4: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.5: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.6: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.7: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 1 of 5","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":{"word_confidence_scores":[],"average_page_confidence_score":0.9836154797809112,"minimum_page_confidence_score":0.2567285531419793},"blocks":[{"top_left_x":55,"top_left_y":14,"bottom_right_x":241,"bottom_right_y":33,"content":"Quarterly
+        Operations Report","confidence_scores":null,"type":"header"},{"top_left_x":55,"top_left_y":42,"bottom_right_x":383,"bottom_right_y":67,"content":"##
+        Invoice Summary and Line Items","confidence_scores":null,"type":"title"},{"top_left_x":55,"top_left_y":78,"bottom_right_x":726,"bottom_right_y":215,"content":"|  Item
+        | Quantity | Amount  |\n| --- | --- | --- |\n|  Document analysis | 2 | 120.00  |\n|  Document
+        verification | 1 | 80.00  |","confidence_scores":null,"type":"table","table_id":null},{"top_left_x":55,"top_left_y":245,"bottom_right_x":726,"bottom_right_y":383,"content":"|  Item
+        continued | Quantity | Amount  |\n| --- | --- | --- |\n|  Fixture validation
+        | 3 | 45.00  |\n|  Provider review | 1 | 25.00  |","confidence_scores":null,"type":"table","table_id":null},{"top_left_x":55,"top_left_y":400,"bottom_right_x":458,"bottom_right_y":417,"content":"Section
+        1.1: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":436,"bottom_right_x":458,"bottom_right_y":453,"content":"Section
+        1.2: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":473,"bottom_right_x":458,"bottom_right_y":489,"content":"Section
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+        | Page 1 of 5","confidence_scores":null,"type":"footer"}]},{"index":1,"markdown":"Quarterly
+        Operations Report\n\n# Revenue Chart and Formula Review\n\n![img-0.jpeg](img-0.jpeg)\n\nQ1\n\n![img-1.jpeg](img-1.jpeg)\n\nQ2\n\n![img-2.jpeg](img-2.jpeg)\n\nQ3\n\n![img-3.jpeg](img-3.jpeg)\n\nQ4\n\n![img-4.jpeg](img-4.jpeg)\n\n![img-5.jpeg](img-5.jpeg)\n\nFormula:
+        gross margin = (revenue - cost) / revenue\n\n![img-6.jpeg](img-6.jpeg)\n\nSection
+        2.1: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.2: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.3: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.4: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.5: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.6: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.7: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 2 of 5","images":[{"id":"img-0.jpeg","top_left_x":87,"top_left_y":141,"bottom_right_x":177,"bottom_right_y":236,"image_base64":null,"image_annotation":null},{"id":"img-1.jpeg","top_left_x":216,"top_left_y":84,"bottom_right_x":306,"bottom_right_y":236,"image_base64":null,"image_annotation":null},{"id":"img-2.jpeg","top_left_x":346,"top_left_y":116,"bottom_right_x":435,"bottom_right_y":236,"image_base64":null,"image_annotation":null},{"id":"img-3.jpeg","top_left_x":476,"top_left_y":65,"bottom_right_x":564,"bottom_right_y":236,"image_base64":null,"image_annotation":null},{"id":"img-4.jpeg","top_left_x":584,"top_left_y":84,"bottom_right_x":681,"bottom_right_y":177,"image_base64":null,"image_annotation":null},{"id":"img-5.jpeg","top_left_x":584,"top_left_y":211,"bottom_right_x":681,"bottom_right_y":295,"image_base64":null,"image_annotation":null},{"id":"img-6.jpeg","top_left_x":584,"top_left_y":315,"bottom_right_x":648,"bottom_right_y":379,"image_base64":null,"image_annotation":null}],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":{"word_confidence_scores":[],"average_page_confidence_score":0.9708321271188184,"minimum_page_confidence_score":0.21225992679511402},"blocks":[{"top_left_x":55,"top_left_y":14,"bottom_right_x":239,"bottom_right_y":33,"content":"Quarterly
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+        gross margin = (revenue - cost) / revenue","confidence_scores":null,"type":"text"},{"top_left_x":584,"top_left_y":315,"bottom_right_x":648,"bottom_right_y":379,"content":"![img-6.jpeg](img-6.jpeg)","confidence_scores":null,"type":"image","image_id":"img-6.jpeg"},{"top_left_x":54,"top_left_y":399,"bottom_right_x":456,"bottom_right_y":418,"content":"Section
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+        Operations Report\n\n# Key Values, Link, Highlight, and Comment\n\nInvoice
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+        total requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\nRevised total: 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\n![img-7.jpeg](img-7.jpeg)\n\nConfidential
+        | Page 3 of 5","images":[{"id":"img-7.jpeg","top_left_x":137,"top_left_y":763,"bottom_right_x":331,"bottom_right_y":856,"image_base64":null,"image_annotation":null}],"tables":[],"hyperlinks":["https://example.com/invoices/INV-2048"],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":{"word_confidence_scores":[],"average_page_confidence_score":0.9768412757795213,"minimum_page_confidence_score":0.3490277937778754},"blocks":[{"top_left_x":55,"top_left_y":14,"bottom_right_x":240,"bottom_right_y":33,"content":"Quarterly
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+        Number: INV-2048","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":136,"bottom_right_x":241,"bottom_right_y":154,"content":"Purchase
+        Order: PO-4096","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":265,"bottom_right_x":330,"bottom_right_y":284,"content":"https://example.com/invoices/INV-2048","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":284,"bottom_right_x":287,"bottom_right_y":304,"content":"Highlighted
+        total requiring review","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":322,"bottom_right_x":491,"bottom_right_y":342,"content":"Reviewer
+        comment: verify the highlighted total before approval","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":368,"bottom_right_x":206,"bottom_right_y":387,"content":"Revised
+        total: 245.00","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":400,"bottom_right_x":458,"bottom_right_y":417,"content":"Section
+        3.1: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"list"},{"top_left_x":55,"top_left_y":435,"bottom_right_x":458,"bottom_right_y":453,"content":"Section
+        3.2: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"list"},{"top_left_x":55,"top_left_y":472,"bottom_right_x":458,"bottom_right_y":489,"content":"Section
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+        Operations Report\n\n# Approval Signature and Watermark\n\nApproved by: Jordan
+        Lee\n\nSignature\n\nSection 4.1: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.2: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.3: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.4: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.5: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.6: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.7: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 4 of 5","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":{"word_confidence_scores":[],"average_page_confidence_score":0.9793263334381583,"minimum_page_confidence_score":0.35238389858790803},"blocks":[{"top_left_x":55,"top_left_y":14,"bottom_right_x":241,"bottom_right_y":33,"content":"Quarterly
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+        Operations Report\n\n# Appendix with Section Boundaries\n\n## 1. Scope\n\n##
+        2. Findings\n\n## 3. Recommendations\n\nSection 5.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nConfidential | Page 5 of 5","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":{"word_confidence_scores":[],"average_page_confidence_score":0.9796129175548541,"minimum_page_confidence_score":0.2833098743889323},"blocks":[{"top_left_x":55,"top_left_y":14,"bottom_right_x":241,"bottom_right_y":33,"content":"Quarterly
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 3.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 3.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 3.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
21 0 obj
<<
/Length 1494
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Approval Signature and Watermark) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 4 of 5) Tj T* ET
q
.827451 .827451 .827451 rg
BT /F2 54 Tf 64.8 TL ET
.906308 .422618 -0.422618 .906308 110 390 cm
BT 1 0 0 1 0 0 Tm (DRAFT) Tj T* ET
Q
0 0 0 rg
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 635 Tm (Approved by: Jordan Lee) Tj T* ET
n 45 610 m 310 610 l S
n 55 595 m 75 625 112 602 155 600 c S
BT 1 0 0 1 45 580 Tm (Signature) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 4.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 4.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 4.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 4.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 4.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 4.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 4.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 4.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
22 0 obj
<<
/Length 1327
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Appendix with Section Boundaries) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 5 of 5) Tj T* ET
BT /F2 14 Tf 16.8 TL ET
BT 1 0 0 1 45 700 Tm (1. Scope) Tj T* ET
BT 1 0 0 1 45 650 Tm (2. Findings) Tj T* ET
BT 1 0 0 1 45 600 Tm (3. Recommendations) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 5.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 5.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 5.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 5.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 5.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 5.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 5.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 5.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
xref
0 23
0000000000 65535 f 
0000000061 00000 n 
0000000102 00000 n 
0000000209 00000 n 
0000000321 00000 n 
0000000516 00000 n 
0000006322 00000 n 
0000012824 00000 n 
0000014142 00000 n 
0000014496 00000 n 
0000014664 00000 n 
0000014850 00000 n 
0000015028 00000 n 
0000015256 00000 n 
0000015452 00000 n 
0000015648 00000 n 
0000015718 00000 n 
0000016128 00000 n 
0000016215 00000 n 
0000018552 00000 n 
0000020327 00000 n 
0000022845 00000 n 
0000024391 00000 n 
trailer
<<
/ID 
[<cb011a3ef088e46b638e8b45c01a470f><cb011a3ef088e46b638e8b45c01a470f>]
% ReportLab generated PDF document -- digest (opensource)

/Info 16 0 R
/Root 15 0 R
/Size 23
>>
startxref
25770
%%EOF

+        type: document_url
+      model: mistral/mistral-ocr-latest
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/288d25b041e6fae7816c1bc8e21d5d427bce5d6e181efa2e9d087c94ca4ce145.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/288d25b041e6fae7816c1bc8e21d5d427bce5d6e181efa2e9d087c94ca4ce145.yaml
new file mode 100644
index 00000000000..fe455886412
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/288d25b041e6fae7816c1bc8e21d5d427bce5d6e181efa2e9d087c94ca4ce145.yaml
@@ -0,0 +1,59 @@
+interactions:
+- request:
+    body: '{"model":"invalid-ocr-model-for-parity","document":{"type":"document_url","document_url":"data:application/pdf;base64,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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 3.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 3.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 3.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
21 0 obj
<<
/Length 1494
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Approval Signature and Watermark) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 4 of 5) Tj T* ET
q
.827451 .827451 .827451 rg
BT /F2 54 Tf 64.8 TL ET
.906308 .422618 -0.422618 .906308 110 390 cm
BT 1 0 0 1 0 0 Tm (DRAFT) Tj T* ET
Q
0 0 0 rg
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 635 Tm (Approved by: Jordan Lee) Tj T* ET
n 45 610 m 310 610 l S
n 55 595 m 75 625 112 602 155 600 c S
BT 1 0 0 1 45 580 Tm (Signature) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 4.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 4.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 4.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 4.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 4.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 4.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 4.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 4.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
22 0 obj
<<
/Length 1327
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Appendix with Section Boundaries) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 5 of 5) Tj T* ET
BT /F2 14 Tf 16.8 TL ET
BT 1 0 0 1 45 700 Tm (1. Scope) Tj T* ET
BT 1 0 0 1 45 650 Tm (2. Findings) Tj T* ET
BT 1 0 0 1 45 600 Tm (3. Recommendations) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 5.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 5.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 5.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 5.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 5.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 5.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 5.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 5.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
xref
0 23
0000000000 65535 f 
0000000061 00000 n 
0000000102 00000 n 
0000000209 00000 n 
0000000321 00000 n 
0000000516 00000 n 
0000006322 00000 n 
0000012824 00000 n 
0000014142 00000 n 
0000014496 00000 n 
0000014664 00000 n 
0000014850 00000 n 
0000015028 00000 n 
0000015256 00000 n 
0000015452 00000 n 
0000015648 00000 n 
0000015718 00000 n 
0000016128 00000 n 
0000016215 00000 n 
0000018552 00000 n 
0000020327 00000 n 
0000022845 00000 n 
0000024391 00000 n 
trailer
<<
/ID 
[<cb011a3ef088e46b638e8b45c01a470f><cb011a3ef088e46b638e8b45c01a470f>]
% ReportLab generated PDF document -- digest (opensource)

/Info 16 0 R
/Root 15 0 R
/Size 23
>>
startxref
25770
%%EOF

+        type: document_url
+      model: mistral/invalid-ocr-model-for-parity
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/38dbc05d8508355879de894ecc0f46da887570de720a142e9df297bdd280608d.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/38dbc05d8508355879de894ecc0f46da887570de720a142e9df297bdd280608d.yaml
new file mode 100644
index 00000000000..a9fd2d0fbec
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/38dbc05d8508355879de894ecc0f46da887570de720a142e9df297bdd280608d.yaml
@@ -0,0 +1,85 @@
+interactions:
+- request:
+    body: '{"model":"mistral-ocr-latest","document":{"type":"image_url","image_url":"https://dummyjson.com/image/800x300/ffffff/000000?text=invoice%20123&fontSize=24"},"document_annotation_format":{"type":"json_schema","json_schema":{"name":"document_title","description":"Extract
+      the visible document fields","schema":{"additionalProperties":false,"properties":{"title":{"type":"string"}},"required":["title"],"type":"object"},"strict":true}},"document_annotation_prompt":"Extract
+      the visible title"}'
+    headers:
+      Accept:
+      - '*/*'
+      Content-Type:
+      - application/json
+      User-Agent:
+      - litellm/1.101.0
+    method: POST
+    uri: http://parity-provider.invalid/v1/ocr
+  response:
+    body:
+      string: '{"pages":[{"index":0,"markdown":"invoice 123","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":200,"height":300,"width":800},"confidence_scores":null,"blocks":[{"top_left_x":335,"top_left_y":138,"bottom_right_x":464,"bottom_right_y":162,"content":"invoice
+        123","confidence_scores":null,"type":"text"}]}],"model":"mistral-ocr-latest","document_annotation":"{\"title\":
+        \"invoice 123\"}","usage_info":{"pages_processed":1,"doc_size_bytes":4124}}'
+    headers:
+      CF-RAY:
+      - a346d376581f74f9-SJC
+      Content-Type:
+      - application/json
+      Date:
+      - Tue, 01 Sep 2026 19:54:18 GMT
+      Server:
+      - cloudflare
+      Strict-Transport-Security:
+      - max-age=15552000; includeSubDomains; preload
+      X-Content-Type-Options:
+      - nosniff
+      access-control-allow-origin:
+      - '*'
+      alt-svc:
+      - h3=":443"; ma=86400
+      cf-cache-status:
+      - DYNAMIC
+      mistral-correlation-id:
+      - 01a05e89-664a-740d-a112-0a1183c302b3
+      x-envoy-upstream-service-time:
+      - '402'
+      x-kong-proxy-latency:
+      - '20'
+      x-kong-request-id:
+      - 01a05e89-664a-740d-a112-0a1183c302b3
+      x-kong-upstream-latency:
+      - '403'
+      x-ratelimit-limit-ocr-pages-minute:
+      - '60'
+      x-ratelimit-ocr-pages-query-cost:
+      - '1'
+      x-ratelimit-remaining-ocr-pages-minute:
+      - '52'
+    status:
+      code: 200
+      message: ''
+recorded_at: '2026-09-01T19:54:18.915814+00:00'
+ttl_seconds: 0
+version: 1
+x-litellm:
+  case:
+    litellm_input:
+      contract: mistral
+      document:
+        image_url: https://dummyjson.com/image/800x300/ffffff/000000?text=invoice%20123&fontSize=24
+        type: image_url
+      document_annotation_format:
+        json_schema:
+          description: Extract the visible document fields
+          name: document_title
+          schema:
+            additionalProperties: false
+            properties:
+              title:
+                type: string
+            required:
+            - title
+            type: object
+          strict: true
+        type: json_schema
+      document_annotation_prompt: Extract the visible title
+      model: mistral/mistral-ocr-latest
+  request_source: python_replay
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/3a6e57388e0c0962a17ea366a6696c0795736f6e2e1c203df2446a7318913f50.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/3a6e57388e0c0962a17ea366a6696c0795736f6e2e1c203df2446a7318913f50.yaml
new file mode 100644
index 00000000000..ff7e0bc7bdb
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/3a6e57388e0c0962a17ea366a6696c0795736f6e2e1c203df2446a7318913f50.yaml
@@ -0,0 +1,209 @@
+interactions:
+- request:
+    body: '{"model":"mistral-ocr-latest","document":{"type":"document_url","document_url":"data:application/pdf;base64,JVBERi0xLjQKJZOMi54gUmVwb3J0TGFiIEdlbmVyYXRlZCBQREYgZG9jdW1lbnQgKG9wZW5zb3VyY2UpCjEgMCBvYmoKPDwKL0YxIDIgMCBSIC9GMiAzIDAgUgo+PgplbmRvYmoKMiAwIG9iago8PAovQmFzZUZvbnQgL0hlbHZldGljYSAvRW5jb2RpbmcgL1dpbkFuc2lFbmNvZGluZyAvTmFtZSAvRjEgL1N1YnR5cGUgL1R5cGUxIC9UeXBlIC9Gb250Cj4+CmVuZG9iagozIDAgb2JqCjw8Ci9CYXNlRm9udCAvSGVsdmV0aWNhLUJvbGQgL0VuY29kaW5nIC9XaW5BbnNpRW5jb2RpbmcgL05hbWUgL0YyIC9TdWJ0eXBlIC9UeXBlMSAvVHlwZSAvRm9udAo+PgplbmRvYmoKNCAwIG9iago8PAovQ29udGVudHMgMTggMCBSIC9NZWRpYUJveCBbIDAgMCA2MTIgNzkyIF0gL1BhcmVudCAxNyAwIFIgL1Jlc291cmNlcyA8PAovRm9udCAxIDAgUiAvUHJvY1NldCBbIC9QREYgL1RleHQgL0ltYWdlQiAvSW1hZ2VDIC9JbWFnZUkgXQo+PiAvUm90YXRlIDAgL1RyYW5zIDw8Cgo+PiAKICAvVHlwZSAvUGFnZQo+PgplbmRvYmoKNSAwIG9iago8PAovQml0c1BlckNvbXBvbmVudCA4IC9Db2xvclNwYWNlIC9EZXZpY2VSR0IgL0ZpbHRlciBbIC9BU0NJSTg1RGVjb2RlIC9GbGF0ZURlY29kZSBdIC9IZWlnaHQgMzIwIC9MZW5ndGggNTYxNSAvU3VidHlwZSAvSW1hZ2UgCiAgL1R5cGUgL1hPYmplY3QgL1dpZHRoIDMyMAo+PgpzdHJlYW0KR2IiL2w2I3BIcSVSZE1bNDNaKzdadVpbLUFpNUtMMzIvY0tJbkxtaixYPmxxXEVxWFItTGs6PWw+I1lObGclcFhybTBwMGRhSFMvXHBpPC5cPyFyU1Y1PGpoNFMhcj5xc1hSVXAtN18zVjItWWksZChNMkNrWk5yLz9aTUFIV0FwJUthNz8nWS4zRzs6WW4zZlZ0TVtFXERkPkY3b2FlZjgrbkw6XERhWFhyMjpMN25AWUAzJ2ZWWktaMTh0aDtXMiVJTV5yWylmQk08RyhULVx0VCNERidTRWktKCM4YTApUiVEODMyazdNQGksOjU1aT5GZTouckk9amVcNE9rW19gLG0oMEI6MW1ZNXE4RURtVWRdazs/KCVIbS1zcFAsMDhuQzlbWy5yST1qZ1U2ZTIsX2JeUz1eNXNhXEwzXGtqQ1RmZkMhWWRyKXBVVj1iSk9janByOG9FJ2ZWWTBETy1KKlg3MTZwTV5yWykyb0kuMDJjL0pGSDU5VDtFLExuNzlBRVk1J2c3SSpERSdUUVhqSSpvI0pUSHNtb2BuOF9tcFlHVS5ddF1sQ2toOGNmMGckYzsiLWBHa0ZpUSppIjUyaWVlXSMlQD5baXJCMzg6bzpFbzkyazY/XFk5IUNiRWhwdURNXnJbKTJiQD07bzY6KD5EMG0lImdpLi8mXVFXWjFoWFBwYy8/Wk1BZ2YvUE5fVl4+PzJYRlJPRVBvPz9ubGgtaVglMlIuWmFmIkxFcmtpOFNBLl0lRFVsKSdpZURNL25saSEscmFZXWU9XjVzYVxNLzpcZzBhJSVTK0o4N1xEXlxnXVUlS1otVU5UW2A+KD4lJF5UQ2JyJih0I0QiZklKP25QYmw5Q3BiXyRDQ0I5WS4zSEcmcFooWD9cOlFOMzVcWT1RKzI/TTM5U3Q/PjpJY1M9NWo6KW09WVQ0cC8uMmxZL0NNMW8lRiJvL0ViJlY+JDteb1dpO2omWCM1PjxjOC9tPlhjXVs9LGExPkRpOkRnZk8nRFYtcWA/UXI9O1pQXT5fcmpIW1pdNWxyJTBJLm42Q2VYaS0oPTlNWiFFJnJRQWdFayI4a1lmQ1Iyb2M+LlMlUTcrazlZL0NLX1NLQ3NibzMvLS5HX1A+KlErLWdzO2RNZT80bHU9Tj9aPzxsNG5IZV5ZSHN0M3BGR1o+WSZjQT9yVWd1V209KiJwYms5O1hyKj8+J2FvLilZUihHMjdub3BrOWdBO1YvMFIlWExqbVJBOC0yL3FYQC4pIztiMjopPE9uVUJvQC4pbjxha3IwdSFWXCw0QC4qYTxha3NsaG9Cbk9wWUlNIXFQQmlBLGlLXms6PWtyL3BfYiQnLDhdPFVQPWtxPFhvLDNiLFdWKVNPLzhlWzBhRTVPMjVmbl5DTXFhR0JxY3FmI3JeS245Yj9UbDNpIiNPbWNMMTNdViFvbnM4bURAP2BvZWdwUSt1TGlwUmBzVSFTZ2UmJGhOKGhyWjdCX0knMUJrRTVVY2hiXEoka0haQjpcaz1TdFoyYWNIPV1RVTNmZ0RBN1xZL0NLX1BOND0+Q1kvRXBHOSZqMDhtRD9UOllydCRHLWVxJlFkVGlVYCEoKllqWG5cbFFpIkNAMjtSQ2U+UT9dZWhTUXBLXlY8RFhlN3UvKSJgT001KD9XIjpycWBndGNXbDs3aSp0YiFiXEwvVEZeQSs0XElvXm9LdW1QZGYqOyc6XFp1XWQscWFfK1BkYD9NYzE5SnRJU1ddNjRCJDc5bmVVQXFFVzAuYm10cClzVy5eKHFba1AhW29baXFmOkZpLC8tLz5NSVFiVkxrUSw3PllRI0krTD5sSkAlNHBrNTY8NVBjTmxaLktRMCdDOFg+JCFCNW8mMDMyRWpdUUtsMmZCcT8wKjwsPyskXycmJSY/Y0JTUjJDIz4jbEwjTER1UEY5cloqL0taP1dqO3BQM1lOUVRJU20rQlhnNmJTaWNVUidjUV8mbTsyVT1MVHItZDpfbmRhXiZoYV1McD9OOW9rUihTV21ITjNwTzlwMF9ia048Xy5hKUxfQ28sQk1YaEJkWFIncVhKYCQhNUhmbidORCs9OGUrVkdgNS09Z3NtcGU0bXJURCxrJEsmK1VaUWJXLl9kJj9XWkZINl4tU1pvW2k3KUljL3RrU3BRVTc0Ri10dGY3czlScmk8VFQpai5sdEgvSkM0Jz5HWFA/RVg7XGo9YTxjcFxybVZuIypkXl02IkdPUVJENWxJcjNkMl9xckk/bTlma2BqUnI6YEs+KnVWM3BvSy9uczpgLWRwSiM2cGM9SS5cOWpkaT9fNG9aSWs9WFldMCVTJURSVjNJSDFFVGBDTjBcZ2pBPzZYVWhCTUhQQllQYSRXP2E4TyVRcDslRWkrTV1HcGlSS1lnZjg8NUxmZTxyVltOaD1LNllhL20kRy0vPVRTRDwqP0doSkljMEN0UDInPDVLKixwW05CUGsiUzouaj88JWIlUyFWLTdqWnE9R29wQ25AR1lmVzhfdWdhRDBQTCdIO3FgalBrWF51XSZhKmc4Yi9KTUNLb2lOZSJbT25YTHNUSWZJQU5ZOXAuSFI/WCJWaEwpdVYhX3JaO29icyREXUJUZyMqcm4/P1tHNFZZY1JqJTdcYjtSSiM3JEhbQG9bZCtKWkJbcCtnYSUuZT9iJk8xMFVhOCpYTTxtPWI8P3U0RTpgLj1JLj9kP0dWaSJLRS4/K2tTNHUqcWlNT2NwcSJkKjlTLEE5QG9vXkNlWyJDanBnaF82WGJOSi1DakRXQ2BHXWtSXGRrYUpNYTYlWW4yWWU8ZCxtdGNKUjxzXD1jSTksQWhwQ2dQSmRsU2dTcmwxVz9fNHBgcmBWKzM5NnBlJCtGZVwtIXJUSCQkS0hLUUI6JEE0bGdfT2UnRUdMZlEpI2JrPHBQK0tZKyYvRVdrQEFNZVR0TkJsZk0nUzBeN0xyckpUYF5pPSM1U3FtdT1ES0Q7JFIxSHRaKTkhJT1SJUBTT3FoSHFjUkRhO1hWbmllK0ZCOl9pczY5WWpdKVkzNmRiTjQuNyI0Jyohci5XQUksOFk8WGU9SmxPX1ZEP21qaUxgakRpKT5WNGFaN1ReRyVLOWhIR0YhJDdHTjVQWlJrJGNtM25bckFFcHRAbitlOW8/MUpwUk51ZVZJZ3I+cUdnRlshYj9scmwsXT0/RyVBZSNbY2ksYEQ/U0lvb0RdYUg8VTJYTWQ5O2UmaT9vMUkzPHJROjpfR05KIlNsPlc/ZDNPIkxxLm4oWkxcLzYhNk1WIVlQTjZURVlAVDIyaFhmVVdqPV8/RVAuLkAoUURYLltjZUdAXF5ML2xpaFI8RGVObCEvLFQ6QUZOSyRiaWg0OFdlIiQ/LFpkR1M5Zls3WyluTW1dVCYwXVt1Y04pPDxGZjlwMyEjXkQ8aj03YUU2InEkVFpVakxyRTtNYzlCZG1gQ2QwNEYobDhmLixWXkNaImxxXCw+QDBIXWMndEkxP15OKE9YIWdRUkQ2LXJZaydDaSlrOUBwRkNgPW5tOkxfam85UFdFLV06by50O2o4aFdWLlNyXVIxZ0gsOTUqSXNMVGtsRUI9STRsZGw2Xz1vSTBIMUtoWFk9OEpANV5EcFBtb1RNWmpMczhTTXUzTm47cm4yP1lQZE0oSGI3JC5uVHVzcWpUWFBGcjhsJF5eZ0IyIzRdREUsXz1vSTBIMUs4TWY2MldTLFh1LDByUThLPV1PVWxJcCMhWHFQOEFWXW5zOmBtLF8nW21IT3U7MEsndWU/byZMaFJZUEFrOmI2dSRrcTkrdEdUImpEYShiQD84SWNXNFloTkBma0pcbWM5SUBtJ0NTa10zRW5DUClfXixrX1BpJnBVSW5vb3UrW10mXEddUlFkP1JISVguYWExVmYxITsiYW9lQF1DbHVaRHFmKGVSLlA0c21tNkZDLk9tLUU3Im4kJG9aN0luK1xWPDsyS3MnRDtrJlBcRjRZZU5qJUFkPVs7P28xSTNXVyRlVlMhbVheSyRiaWg4LEJoTERkSWhlJFYkP0BTYGZIMzRXYm5dMl4hVWRCVGckR3I6Uy8uXXRhdXU/U0lvb21qKkJHOSJvPi4kSGxkMVJPJT49SiI4QG9pNS0xb15ML2xpaEFRPWgyPmtfPC1uS2thQlRnIjFyKjlzKU9VRnVmcmRyTkNII05HJDxQPy9XZmE+bzAwVWE5VWVjJ0dXcFAsMDtZbCJbIjhiMWEobiIrRmNcVG5QKj9TSW9vbiJwIyRNdFc6JlVwMGIjVUlrJTVrak9AOypjP19MbmVbNjNhYTlTbkxONURjaTxtYjgwVWE5VT8yZ0YyamxhVzUvOllLTFAuVlYsKV48Y0UyYypyWSRWJD9AXXVBa1dRIz5RUEQjKTg8cEJsQ2NoWnJdP3FoSkRUbyZUMyxEaG1OJm8vIkhwMFVhOCpGKzddXTRtRGUzLGs7YjEtSFkjcWhmKmlPSFRqSE5xdXJpZW8hXDNNNmYuRitbbmU8Il8uXSJFNG9KKjwybCxXTVpjUVEuUk51Zj1KK01gXGw/VkVDbmVbNjNha1AodDwtXFJtPzlQNGEiZiJaW1tkbEBdaFVuRWQ6K0xoMUJUZyNWcXV0LlxoUiE3K25lWzYzYWtPYUBONF4jazQmN0pZXy5dIkUqVzFXNVMoK2UtcjoxWV8tSFRLWzAyZ1o+U2owKjZeTC9saWhIR0VGbnR1LUk8I0V1YXI4bCUpa1YkOSFtJS0/SSIxamM0NEYrIiovV2dqckYmZkM7QkFmMWpQSj9vTDxdSy9qVCQlazdeSD9mM3JtbSlnVldaWmxucz0pUz84bWZINlxBSEtkX1cmI3JFY19vaylvQ2I8VFA2LlhPY15TPlc4LmJobEEiWzhbbi4pYW4qQGNqUz86WUgqRl9pSS5nJ1tAPG5vInJkY0U8JGgxV2RdTiUrSSlqJWZzSCpkSGQtI1s1PGE8J0NxOllvJyM0XHBSTzRpOyR0bC5QLTljbGRWcFY8U3FxWWwqVilTKWdiTz9FMFQqJEhsZUpdR15dcDdeVXNHNj5qNktuczpfQlxBLT5KbSwxX2EyY1g7XmJFRm05P2lPNGRuWWhQPVZtLSpcYVcnSTRkUW1OclcwIUxFWWwqVikpcy1QUi4oOF1GT0lNckpyOGwkPmlwWGt1RzRWWW8pbTZGQ2ppTWw7bikhZ3NvVmRpalgwRE5gYWE8Nz9wPkdXOVcvcXNzWWwqVilIZkZNOWFMMV0+TztrJSNyOGwmNG1JMCM8Rm5WYnEpa3NTN2ppUC10bitpPi5wU2ExI2hRP187YWgtTU1hRXA9KU5zYEZRJUVpK01dVzskJDRlbDxBOydHXDBCREtgN0dLSl9qSCMqJC5fVksqNnJwby5DcVxwciVEO0wyXEhfJj5lVCJJZ0pBKidpO0hQXm4kSDI1WElmQWdlWl1YPCRnajAmKS9Jc0xVNm9KXS5vZzpUQGJRWW8rZ28mUDVmRGolY0BHcVw6VW1tQCRFakYtJyxUIk1JVm4pWlRLNy9sYzxyUUYodEgjKiJYYzFUa01yOGwmdGtcbW9CWzxaXVJEVldqb0gyI1oyR3JQWjc0bXJCUnI7REV1YWgtaixKQG1cSm8oUDs5LGskbzIxXC1SYmIyNS1rUC5aNm5hNWlmMFErcWdCOGIrcUBTV249OD04a0NYOGIrTTRyMmI+MmsqXWosbz0nK1NablwlXFNyTGtMbnRGSyRtZF1vSE1Dc0goXGBNa0lOU2ZCT3EpPFdoLk5dcidXYS5jNj4sU0VLS1g+Tj1vYC9hbzAzcDNKZE9lUSFkJTNsKkdjZW1TMTM3NyJcdUtENHF0WDU2R3FqVGAvXEgqISluVD1yJGNqamRwVEQpT3EmP2gsOklDPzpNWWtPSjstPGZlRDxGRCxBK0dOU1J1Oj9NcmU+N2hrRSVMak1ZZTIrWEtfVWNoanU+S1QuPW5pPmJvNy1wTWAySVgyQTIhJGZmKTxRRzRnJUluYFoiOG1FMkxVVGpbUGhGZVs3QjxLMSxFPC1FaWhuP15MMjZIIjU+U29EKEBKUk8/Ml9Mcl0+X3JqS1ZDRi1IPTgxUW8xbjYoOUBHRXUham1VWFNeNS9BJSxxYi5HVXAwZGltdW84ODQnMUZZXC8+WHM/ZnNVKF5ba11lJGZjc2wvOlRoW11fOksvLHFiLHFYMEROQCddKz5CYC5gMTUncGNWJVdpcWQ/RUZJWVdrSzddM0dKTHNAYEdOZjNxV0JuVG4qYzR1J1FIM1VuLDZNMUhNXWVkRiRhbDlFdDlXbXJlPU0uV2I2PktGJjFwbXJXXFxBWVwuc1ppLDI+XXIhZlZbcWdRTCljZVknUnEwUTNkbSFjbm9jZVhzUnE3Qm9RcmRNZyxjWCEpL3E3QkwtaVZlV3FUIj9oPW5lV0VlQEYqcmlhUyFrKVxcQXUsJFtXWmA7UWInclJKaGldPk0tOWxwTXJGZzhhQSQtaFNQbCddcGVoPDhpY2hSYkY8XmppZjwxXydhRWovM2UtXGpnO0xONyhXUStyJSppV1dyZyhXQDZnJSdIKHE0NnQ1PVMqVCRWUWpKPTVxKixoJVUoZj5UODFePl9yaktbU2xsLlxHVnVaQmtfXXJLVGYoSD1fbU4kUlYvWSk9c1UvcDwwS0V0QC5LMnVfXyVNSm0oREVcSXRxVSYucmYiMF9haCFXVVx0cG5BP05rKW1EOm0wYk5qRjchO0ZccT01cSosPD0xLDhGWyJPPkhQVF08LF04SVUpMHUxUWI+SSohXER0LEVLdTxNLiwqX2dRWS4uJi5ZZW1ZalNWUVtcWmFmIUFFS0xTNWs0S2guOF5IQ1JTJkMiMCowa2E0XmpVTUU9NTUmUjdjQkhBWCUuJFdaYWYhQUU8LUU9a004Ky5cIjpQUjJpNCQrbjZ0MWVqIy0xKz5dR3Q7Vz0jOVloKityZVQjREYnTTQ6RjRHMkFFLVtJJSslRUtkbigkTGQoPjRBPXEwYD4oPWdTIl09QGhYYjU2bW9gbjhQSVRRWVlOPzlTNWxbRnAnZlVzZ1g3MCRELi5lNjtNXnJaWDJjL0lySXJGLGpaYWYhQUVGW2w1QENZV0woMEI5OkRXJTk8IS1FLyppZWo1RE5WWSVfJ2V1QG9FUShaMypyPlEkUmolNnM0YzpoLicpMD5NMnIjWyhuKk83X0VLZG9lWTVRPmFQUD1ANmA+KD1nXTRdbkQyY1xfaEhQVF08LGpwRDJeVWAlZyVkNyYjRUtkbzVwQU5uTmpJT10pXERlaVRRUTFEN0BjU1FZWmFmIUFFVyU2YF9oSDJvV0ZwNGk6I1wzXnI4bzNiKlMuUixpWy9ZLjxvVzUzZjxgIUgtPzI4XU0zaUVzY2YwaE9gOWVvP2U9T1ZvMnNMIT5hWkkiRkVRKForSUg2c1RaYWYhQW0zX0NhbW9gbjhQUC9vcHJ0Iy1rPW0jfj5lbmRzdHJlYW0KZW5kb2JqCjYgMCBvYmoKPDwKL0JpdHNQZXJDb21wb25lbnQgOCAvQ29sb3JTcGFjZSAvRGV2aWNlUkdCIC9GaWx0ZXIgWyAvQVNDSUk4NURlY29kZSAvRmxhdGVEZWNvZGUgXSAvSGVpZ2h0IDMyMCAvTGVuZ3RoIDYzMTEgL1N1YnR5cGUgL0ltYWdlIAogIC9UeXBlIC9YT2JqZWN0IC9XaWR0aCAzNjAKPj4Kc3RyZWFtCkdiIi9sOTYpO2cmT2BoPmVYVDgrZFFNWkZQbm1RMU04ai8kJDM7ODVOYzljbTkjSVk2JWc2MnBGJS5ybT9YTmoycWQyU1I5MXFvTmxnT01pJyNVYStVUiUyXWQnPzQmOkhlYVJEZDdfWi1eNWdYXERlUXFoJiRJbEJcWzY/YEdOTktQPUQnJ10oVDkzRVNHRy5VXzBEX1FAME5NZ2JyRVwvJ3JaZG9dcmluaWpSZkxEIixdbzwoRjhZTV5yWmFZMGQ+OVxTOj9tZTdXZD9EOFdiI2kibj1CKkd0WChZLi8+WTk2XkUkUyJQY19JMjVvPipvKWA2UzNxMmRTJ3AnZy8/WkwiXDlqU0AqQi1xPD04LGomRVNHSEFZUEFFQFMzJCoqWmFmIydpTFg8RGNlS1hjPmhXaDFgR05MVV1bbXElXS9qaXJaYWYjJ2lMXHE/LE0tITtmQ2A5T0VTR0c8bV1yRExXL2VMZC8/WkwiXDZjWGhNPGJQX1U8aGhWZ09uaGhZMHUtLXA0am1eNSlVcS8pbTkocWk3USt0XidGUiJNXnJaYVkuSE5eL1Q3MEoiTUUoP01WRWspK2NVLWQpaSs7Vm1eJ0ZfW2MnW21qIVQwTWoqTV90bUJhPV5bYyw0dGojUWhRaFkmWiMvP1pMIlw9cT5xNE03cig4XGROSi5ySDtEWm5yZ09EbGRna1hqPyFhZ09nSTsoQSZYJGpmQGBwYHAnaD5palJnQzhgT2dgTDQvNS1JMjVvPjJWXnU/NFBucEttTjguS2llbEtGUmswT0heYDFVVzNuVl9aPl1KVDFhaT0rNE5xZDRFM19LNiJZLi8+WS0uNyNeXiUoMV9cIillbldUSGguYG5cSC4ncUguNSpHZmRDRElbU09idD8nOFVDTzw3JyI5QU1zIjNISGE6KFdeUl5qJz8wYzArKU9sVSlALnJjTUwmTURKV2E+cD9tZUV1RWtnckEuP2xnbCNUJTlLJTRwS1dSMFIjPkk1P11kLnJaakElamRhSCE7XGhEcjZYakdNJS9EWk90OStCOnNxUmpXNDhDYlVUbmwmYjw/PypxQVFLOmhLPFNmLCVeJCc3KDFaK0Y/Uk9gQHNGLGNOPGZjMFc7IU02TClpanMzdWY3RF1yOT4vMiY/WkYmLWs6VSRDSCI0NmxqbFwuc1xGLy8mcTNPJUs+Pz5qWmllbSdJaDNgUzhqMDQqJms6PF5GbWJHTERRVCYxJ1F1S2UhTVgvUkRTcCNDc1onZlVwKWsnaTU2TE5lbzRhQTlIWCNQTUM9NTtDZyspY0VMWS4iW2IoMEI5dWpZR0taN1dhRSRxXmVuWzVLZGk8amMvLEYoMEI7W0NATSxsRiw7aWcpTGZZMU07K0VQaipmYSlQckkiQ05eJFYpMldqai5VRzIuWFJsOmhIJW1GKFMyV2hTRFVHMi5YVGY1YCwhLXRgY21FMFIhWW4qI2xcXk1NUEI3VydFaVxvcj04WVwhLkYwLkNwOic+Tz1gLDNeLVB0IzM9a0BTWEtTLiIlVU07K0M6L1dJV1tjZk8iYzRXVUszJyI5U1NnKS41Q1REUT0sRkErWjgtI1I0MU5caCs3NSRiZzA0PWxUKSciOVNTOWNBXzJUMTdcQSojWlV1TTsrRGUuPzIzVzpHNldLQXAoSyYua1YpZGlAUUhRaFBabydUJ0g+dEZhZFk6YklMVXQtWkFicVJRQipoJkpfY29mXTNNOUpsMmooNGVncmVOZ1tObDspbWshXE9UV1NvJyk7cmlpO29xUE9qWzRcT281VTVrWDtsXDxoNlotYFhXJCV1Myo4bEBXdShPL1RRMmRPPUpSNmZYMChvWEs4Kiw5QUpfKW1lNl41PjlwWXEjM0loXDtsN2lOUFtrREFEWykqcXJkZ29vZFwvO0ZOU0FlUE47WkVidVtFTUhVUGgxOHUjKmU0LjdHYDJgRmtbamEiaSQwJEJjLGIuRU5YPmZKdXJadFBkUTZ1MDpgXk5jXFZfbD1iYVhpYVgtSV09P2ZIPkZgP2FgSCxzRFlYakRtT0leTzouKDYrclAxISw3RmB1NGBCPD1WOGIuPm1RNEtidV5Ga3U8Ij5pXiwuQ1hbVTxRSz09NEBjLzxucDVTVjlqVmk+UGU9OFYtSFlUS3FhUVhaaV1cRT1JVEtpRzFlRCJERF8uamkyUXNXOjosdFYoalJyMiM+b2cucGFnbGA0RUpQc2BsZz40VzNhaFItRV00SjNoS1ZKUWpQQj1GbjorXU4jQWReQVk0NGQ9TkBDO0FuIilJbXM4LnM/QC5QIk9tNy9VRDlbUCwyXCVPTm85OkRwSVw0X1VVbzo7VUludCgpOXBmRUhNImUxajldNlxZa2BZOy4xcFdzbEpJVi9FZ2ZYcz8lTkRsJCJWSikuKjAmQEhFZl1RJkhqc0IhU3JLXGpNOVtQLDJddD8pdGFVXUpIYy0qb1lQSyoqRT02LlVvUE42bFlgcGVjQEkyNF9aRHNtN0o8bU1SRURhJ1U4WUhLbT41PG8mTWZZITNTTFhJI2ciKjM2MjFlRCJ0RFtcbCQ+LU46YUVtTFI6NEJePUxha1REQ3BxJkddQ1xYbFFsOU5QSVAzWDxPaU5aa1NQckhqckhOUTIoaSh0Ry1IMkRTZU46SD0wIVY9R1EjaShVdSloLl9HZ0RdZkhXLW5JcURiU1AoSCkmJi1yLltPXF8iS2RfZ2NJMC05W1AsMic+LSd0T3QoVWlwPVssJ0g3aiwwZDNPIVldSjk+VSZwOyJgZnMuRVZHISYwR11FbTpfaFk9XSYwNmw4NzJzQFNMS2YzKWpSJWQxQ0FwUnReRDk7J25tQl1HU1tvX0ZSVS5PbyZIWGxpKVJIZj1pbzZEVz08bzA0PDhiMiJqQSwpVS9sQEE4Q0ZBJTY3Q2pobkw4Yi8wbGo3My0zT1cqbGZVbydeVGlsVzM9MWVIT2pEajcxJlthM10+T2JVTjJMKmsjSGxdJDo3XyJOJldONyplSGRhMDdiYklvVnVgMk5qSWNgOHA/Zy01VzxeJmlSaU1DLUgnaS9KbStMUHNYRVY2W1InaEZMLCJqOT4obiYvOVxNbUJhS2wpQzk7SVVJayU5R1tuZzhWby81XT1LPSQ6MmoyUTZIKGhsKmA7KzlOW2ExOG5rYCEwOk80Ty5HclZfYGhCYDkoIiguKGY9JjZkKFIyKEFtYCJEPDotS0RaRmptJlApKTVWPl8qX1dfMGkmX0lvQUY0bGZEcWcpWy5uJj8lPlYxJTNZNU9FdT4/OUErZzUhLEsxbnEpM3VcOktocV89Zmw7XEBkcl8tSFYyN05TdHFlRzZRYWFUWkhbbjE3QktXKCNCZEYiNXQ6KWpiPEInXUoyaj1qTHJNT19rISVsaEIlZzJuWSsvaVlJbFNZUE45RXUpdDNMLFpwISYqXTsxQTEuclMsLyxeSFRiYGMrVEUqUSVPRzBOViJVSCIyXllhYTlkQUw6YiRGU2cxJmlUIXEiWFVYOj80MEQzPihBIVZORXAzQFM7ViElOzwxN0JLV14ic1VvRDdXclk1KTJiSjRnMkxRNz9jZkdnKUlyc0lHUVlXVDsvN0FTbGFkOVUuT3E0bVokMDg1Tzk4Y2NPJiQ9Y1JXcC1kM051VkdbbjgqR008PmRGK1EsZXFPR0kqYi5FM09ha09dUG4kYCkoRitjYFQ4XSpdcF1KMmo9alIpI2ZpR08tRkgoUW1oaVNKM21AdTtWVGdXVVZTJTFndWRkY1kuVFxHJy5fUiVkMUNwQEg6Q2NgY1YpbWRrTm4mXmtYZVpiLyJdUE42VEZOVCU8ZW1PP2slakdkXCw4YCRXLCkiLCUpKk9YWGAyajJRNkdvTSo/XEc5WlhQXSZoRDg0SmcobUhvbmxybVBhO19KX08sN1BeRFhEZ1FFODkrY1QrJloiQ0JCNmUhRS1IU3A/TkZAcFlNW1VkPXBISGI+O2AlJ1AqY0RJbjZxInFUTDNvUVNOQEM7QTA5bkpORT8qRyVeSD5YO21YOkJbVkopLipDdTRxQnInUXMjKShmMidHZVNxTiFSRmooNWlEQS03WUVnXWRKdURlX2pIaFMuclVZbj5DKzFnKkhsLHNUJ29TISljSlJiPzxWN1VVTVlaQUlLTXBubzkpJjBCVGckUGhLVGpgVCVFc0VTQGczcURiU1AoSDAoI283U0RnPTpJNCp1L3BVcmEtSFJjVl1TbFNHcCQwa3Vqa1ZHNEB1O1ZULnJUZiszWGU0TlohaU9qbzU5ZiowaCU7ZVByQ21eaDVIOCZZKlFeVDc/Y2V0Mmw6bEhWMUcuXFdTJGNaVExuXnMpalxSI2RLJVUvMDZxJmItSFJjVihmUD5saiwxTGhPdUZxKlhmcCw6PSc8NTNdT2Q8c29ldUNXRio9W143NlcyYWBtNydwP2QkME43bigxMnIqJT10TkpsbC5Dcyg8KiVEQ1pvZCRFTzYycGBncWpVRmxERipmJW1bP25OXDc/Y2V0Mmw6aytlLGMlX1dTJGNaVExuXnMpa1kjb1c8NHNGQzw3RG4xZUQjIWokVjcnbjMobW9rMXFHMkB1O1ZULnJXKFlxKVMtNWNfS1VYLnNZV14tSFJjViRvOycyMDc9MFdtcmxlbDtgJSdQSCIwVmdYLlJBUUhXJ0ZTJ01YYVdmYyw5Vi5dMy5eSUtNcG5vOSkmMEJUZyQ4aEplVXNdLCYoXEghWmhVUDtmQFBQLls9QUUwU0FTMCJrMGdnQSlmMGAmcUNQVVJeKWIpdCkuIWY7UEIoZCpEQT4sTi9DPylbUDUyaE08az9yUURtYz00THIvQHU7VlQ5QkQvJzkrQF4tR3A9MiRQKmEzLlJGYDxIKlYpWlRSTnNQQzJ0QVVXTGNYVVZBMkhtN3A+LjNGa0NCMzhHcD0yJFAuLm5aJERkZC8hSTVuLTlwMnVqMnAxUz9fRF5KN0EySG03WTIwL0A3ZXBaV05GWGs7aE5tI2M/SUphOD0vZVJEODRKZyhtSDRxOjFvZ0RCWTc+aCYpLDY6J1I1XilRLi11I1wzb2w5MjFlSFAhaFFVNlZLS2ElSzZmKEAnUE47LGklSyJsXk8/VFNBNmYoQCdQTjZUPSVEK0hpcVJqMVBLS11xQFNBVkpPXTdEPE5IYjI0O0RdX3JOJ0BcMUQsYm1zJT9MPGAzSFxeMjhCUV9COGFfNmpNcE5nPzxcY01MYjwjdE8hMTdCS1dWO0JrPUJHXj9wVj0haEMxN0JLV05TWlkqQF4oOEViYSJBbmhPKCQvbm06TD1fb2k1PEI6IV9mSDAoIzdSTyU+amhKZGBOIThELjViaWg1RG1IcmFvI0dGYFtoVm50XEJkIS4xLC02LHRIIjJeWWFhOF8jQC4tcmg/SDouWDdQXkRYMD45QGJWMUlGYlRdI0IxMTdCSUFcMlBDZSFUKiJRcHNUX28pdTQwTFlMM0M9XStBOFVQTTFgPiNNTEVMPiRZLidKb2InKyguXkMqOkkzMTw4aychRlJRckhYVCcuO29Ncl9FYmF1dDZOWWYmXFNVOysoXVFKMVBdRGROPEQ+aSJRVjFlRCIlRGFbNSNcXi85IUQzO0puTiRjWilqLEYxVStTWFBxOTkjKW5QMGtQIzYraT0pJUhLXStRK15KbzdQXkRYMDdsLSdNdWhldWVNPS1saEZMLCJqPVUqcVZET0QzXU48U01hVyY/OFAuXDNaODxzSSNUPTwiQk5aXSo1VDhkTkldUzU0YFFOaEsmOldmRGwrOnFQRi9TTDxbLS9MPT5Sb0F1P1x0cVwsW1FbTDcsXkshcDsoKW43NStibkNBKiZcIVJOdWdXMmVvMT9naDJ0MkRRZ10tNz9jZldvTD9BSk9TZUJFVGhVaDNWSikuKkMjMTZzIydjYVwubyUsVWBZOy4xMm9jaltkUW02LEhVW1IzaE8oJC9uZzhTYDdpS0hzTltYWUliOFhBOjhgIi0hNVkyJ2djVSRbSUlzR09dLUhSNGklRWhbLkAsPz87N3MybGw7YCUpJitFJipuIUxVPkJmNV9qWGEsNjlkaEMuUSklJSg8PUo5ZWJJPy46JDk5W1AsMmg3WzZlOlk8PT5cYGA3PjJsOjhPXVk8NyxPIVNXIWhWOkpAYTtcJjc4Uj1vKi8uRWtAPzNdaSszb2w4TFJPIyknMmNgRVwyRDVBXDpFQiNHJ01YYkJgPl1hYCNiLjA5XTVfVFZgWTsuMXBXc2w2Y2NgUDxXT1QhQS1aO10rLF5FMXVZcTZGR11QUUIiNmUocCxkM08iSF1sPjUqakxnLk5xYmJLVDtgJSkmNGA7PDQiJCYiXmY2RXRaYFk7LjFHSmJBVGBXND1YYk0+LWtIL2ZXNlAxU00vXCojKCNhcj8rTFAuXE5jQlRROyNIL2YkJVAxUykjNG49TC1HVD9RY0dvYjlYSCtnbDwtRWpxLzkmQTJmUE42bGFJNyRHKmY/SkBuUk8lPzdEWVtEN25FWmZvOi1iJChyUDEhLDhDXTs3YEI8PVY4YjBVVVFCLmQqWG9iNlk5SmwsZCslIk07PEJbY29RKWY8MTw7MEdkbjdwSyklPk5Ic1YkWnQxOD1uIz1cWCNIUzNvcSojXS5BJE8uSVJuPCxdQU1yYjRDTDs9Uz9CbipkUi1kUC5XKmhXNkhpcTksWjotLUVlIlVQLipndEttQ1hbWEsoNFttLjgtVU5QXCYkSCZpNkFCXjFbPFU5IiF0XUE9Yy0vcmkhUk5SMC4+a2hjJmlPQlhuR1s9KkswXVJiJT9tSShXMVFbLGEqZiYiMmYpSi1FS0tcWi5fT3VNLyg3aUZDNWBAXiciTmdbUT0+PldhPWE9RC1PW3JDIVwlRUNmITdXX3NWYklMVXQtWj03W29fPW06J2MyTy1VKDJJZFYyV2k5UD8yIUdEUik9YU5Vc0ZxPW51PFpnUmFuNiVYSSo9Ti8qKkA9NXBbT1ZQdXI+ZldNKDY4cyRScltsbFo/KlYuM1ZYaEtiMlI0RTozRXRkRHBhcjs7LUVAdCgvLSNTJ0lab1s5LWVfMyhzWygtZ1k0Wj89XG8jPVJFKnNDTSxNOytVQFZbZSFpPzcvNm4zRVAycUUkTmpVRF0lZkVxOGRWJ0RMOE91M29nYENTW1RWZVkvRzInb2k2ZFtFUywsPF9zdW5eaCJGdUNGaVlMTElDP1ddTVJhQS80bm5ZNyM5UzIvcHFEWyNBWmlzZ2NaTCtBR3BCSyQjXm1JaWd0K1MvRGc+aWZYKGdhZFA/MiFVbVwpXSZOUmBKKVQ1U2dYRUxGQWxkazVSS1puX0UpYD4oPWZdL1Q/UGBhSnR1YzwiN2pLPURrYTA1anRoRnNyP2U1KVVxb1YsbGJkaEZOX3RAQHRMUmYydFpeSl9WMilkTz1JZ1xEbDVjSU49ZmhPWD8oKTUpVXJaO0FoK2tYWitbZSZUa2JITUFzTEFXMiYsZS0tUC1cL001OEU0N1swZCteLyc4VjQ3JWhlLVtjWnFndUw3Qm9iXU5EYUFIOTZjQmQhSlFtQTc1IipcKWVPbms5NF1nWE9rRV1KSWY+bjdAS1tkXXU5JjAsRktNMXFuMS5nP3JGIVleTjAlPG4kOXB1WGJCQHUnXi0jUyZeSmldWHRRM1ZkSGdPPzxEQWArY0YuVnAhaT8hKjkjJyI6JDVuOiZAPFNWSCxhP1pGJG9pYDwkJywtVSwoTXNZbzInZlVxUVUoNnExRyVuMU9ZSU5RckVWJihQcVc5WydeViVuUE1WRilaWDpFOmBwNzNIIz1eNXM5RUFRLyhRJDZyWytGUCMsZ2gsPXVGaCRMPGgndTBsYD4saigyYUpKSUdySVg8ZW45IUFEOHFROWEnbWk8bS9jb2A+XUg2UTZlL0g0cForbVFaZDdXZ2dQZClMTmtOKVxZP3RdNy8/Wk0tXDNZJSoydEVSLyJNKWs8TVZGKC9Ub1JbOS9wZFRlWmFmIVFqMTs6JC5CYU8rXlgobnNnUGtJISVTKEVDNSlVcS81SGFHc3JGcmUtcUNKZVpjKyNCTWZ0bjJFV0goWShgPixqImZCWDE1cEBpSnJqMk85QC5ySTAyaVAjNislP2VgLUkyNW8+QiYmUlhyZi5wRk5JMU9SWS4yYGRnWGdobyVAK3JgSTI1bz5CJigpQ3JsUFstN1k8bV8uckkwMkwsc2QnJztYJEtjZjBpOk8xVE4uSXJdVitkQUc3TE1WRikqMm8lQDI5Y0JUIS8/Wk0tXDQuIVZlYnIuakhoOkhHRUxVciIyVFY0U15IUlErRERTRmEkZCRoMWZrNTxERDhvIy43YjloXi5ySS1xTlxQa1M9XjVzOUVMM0trVjU6I2JwJkZdYk0jUkpsM1NKSH4+ZW5kc3RyZWFtCmVuZG9iago3IDAgb2JqCjw8Ci9CaXRzUGVyQ29tcG9uZW50IDggL0NvbG9yU3BhY2UgL0RldmljZVJHQiAvRmlsdGVyIFsgL0FTQ0lJODVEZWNvZGUgL0ZsYXRlRGVjb2RlIF0gL0hlaWdodCAxMjAgL0xlbmd0aCAxMTI3IC9TdWJ0eXBlIC9JbWFnZSAKICAvVHlwZSAvWE9iamVjdCAvV2lkdGggMTIwCj4+CnN0cmVhbQpHYiIwUzk5LE4tJi1VQFxFIXAkZ3BWMjVzMGFrMXRuNyYxL2xDZkBjJmMmSVdZbGw5QUpWaz88RT8nSVdzI003Qj9BUzlPSD9qJUZDcWg3OmhvRkArSiVYZ2xMUk9Cay5uPTJNJXNITUo7bFFaVWdRNl4xLEZvb0BIMUJEVVM6dUdyIkIsaFBRS1ojJixIMyVOJGYwKz1ARlNlV2peTi89MSI4Ikw8RTs+KiIvbEdhQ1IkTW5nIW5pSyU2Z0QpV1JTJkBEKSsmXDRSMForQXM8KnMmcDcsY08yYlpeSz1baGFkbTktKVZmKFxhKEQsXzxXSSRXbUFzX1peVz5kam1WSDJlZjZnSGhPP2BpOExnVlRBYDxON1o7STIiLm1QPFNzIVguMiYpNDJbMypjSFwyMVNKZktpQjI+QTBjNlFxdVphajE0Qi0rQTlmaUc7TDFETGVlQ2FgSDJSPm0vR2VsRkJhKi5TSD5RNSZiMz9scSxnRFdyXTBPbD1UTFcuPzkoazhEY08mPF8qWUM6RkpvXE0jZ20sMkpZRDw1RDJrbXJLcj1fOU9kYmwiKEBZO1hLQFMpUHJsVlFNKEQ7XSo8MWYjQHUlXFR1Mi9wQ2wrPScxMy0xaTwwRl5UTEgxLGUkV0A2ayM+aVY0NU1LPkhGN1BGPW84XCNBOyttIVBGLCFVJE9WYCwqaTFRMUhZKCFpYGB1LjJxXVlpYVM6MjlVNGdZIzkmXG5YPV1XM3RmLEIqNF5gclNQbihDPjEpQVNbSHJPalIlbyZJTjNNbXFsKG1aREooPylFN2pSRVRwPzUkU14jWmFAQ05RUEgsJVtQSXI9NUg2QyckOkIqZSZRZTk0OyloY2pyMSdzZD4hbTxtcUYjO2Y3cUIsZEU4cjlcO2MxTC4+WUQ5MUZIKE8sUXFYNyEzdFpRRT1GXXJYIXM9XC02JzFEWCteXW9GbE49XGNZZDFDbVc4czF1dXNBNiRjT2s4N19pRmcqWjM0Y1hmdUYzYSplPzo+Jkw7TTJJRDlOUyxgYmwvVGQtXlFFS21NcGFeVGhoaDQoaWpyIW9fNW9NZEU9UEBXdTxrNTM/PitCMjtDM19XJFhDUTM/PiJLMjorQFNWKHNwTj1dTGpjczNdbDIjTkJ0JCdQRDo1O1UuI0hyY25yIVgjVURdNDZPJCUvKlAzU3A8NzspPG4hSS9ENF0/WFdON246Zyw/LkA5UCVpTFs6KkJrTlQvNGxDQC9acSFxaSxDZT5kZGtkNExsbmUxJl9RTV9mPjtQbDdWRTFNWldKbXInamxMcW1MUSo0X2lOaHItYmNKX1xjLldIIitwNkxPMSsxJjcnVzZaMjotUUZZNTksJ1M3PnE+QUhKLDdlYE8uKSJeSCtPPiNYPitLX0VPTjA+XWAqVHVfYUhOLlVEVnIhZWFNWE8lZUZDV09TMGNcVGE8UjdIZS9kXkhiVW5OMmZcJk9HSUdWb3QsMDhmODA8K3NSSzJtXkZ+PmVuZHN0cmVhbQplbmRvYmoKOCAwIG9iago8PAovQ29udGVudHMgMTkgMCBSIC9NZWRpYUJveCBbIDAgMCA2MTIgNzkyIF0gL1BhcmVudCAxNyAwIFIgL1Jlc291cmNlcyA8PAovRm9udCAxIDAgUiAvUHJvY1NldCBbIC9QREYgL1RleHQgL0ltYWdlQiAvSW1hZ2VDIC9JbWFnZUkgXSAvWE9iamVjdCA8PAovRm9ybVhvYi4yYTg4YWM2NzEyYzljYTcyN2U0YWQ4ZjI1YmNiZGFlMiA3IDAgUiAvRm9ybVhvYi42YmU0MGVlYWFmMGQ4MWQxODc1MGRjMGE3ZjlkYzIxMyA1IDAgUiAvRm9ybVhvYi5lNWMzMTQ3ZDE4Zjk4NjdhNGYxMDhkM2E1NWEyNDhiNCA2IDAgUgo+Pgo+PiAvUm90YXRlIDAgL1RyYW5zIDw8Cgo+PiAKICAvVHlwZSAvUGFnZQo+PgplbmRvYmoKOSAwIG9iago8PAovQSA8PAovUyAvVVJJIC9UeXBlIC9BY3Rpb24gL1VSSSAoaHR0cHM6Ly9leGFtcGxlLmNvbS9pbnZvaWNlcy9JTlYtMjA0OCkKPj4gL0JvcmRlciBbIDAgMCAwIF0gL1JlY3QgWyA0NSA1NzUgMzAwIDU5MCBdIC9TdWJ0eXBlIC9MaW5rIC9UeXBlIC9Bbm5vdAo+PgplbmRvYmoKMTAgMCBvYmoKPDwKL0MgWyAuODMgLjg5IC45NSBdIC9Db250ZW50cyAoVG90YWwgaGlnaGxpZ2h0ZWQgZm9yIHJldmlldykgL1F1YWRQb2ludHMgWyA0MCA1NzkgNTQwIDU3OSA0MCA1NTUgNTQwIDU1NSBdIC9SZWN0IFsgNDAgNTU1IDU0MCA1NzkgXSAvU3VidHlwZSAvSGlnaGxpZ2h0IC9UeXBlIC9Bbm5vdAo+PgplbmRvYmoKMTEgMCBvYmoKPDwKL0MgWyAwIDAgMCBdIC9Db250ZW50cyAoVmVyaWZ5IHRoZSBoaWdobGlnaHRlZCB0b3RhbCkgL1F1YWRQb2ludHMgWyA1MjAgNTI1IDU0MCA1MjUgNTIwIDU0NSA1NDAgNTQ1IF0gL1JlY3QgWyA1MjAgNTI1IDU0MCA1NDUgXSAvU3VidHlwZSAvVGV4dCAvVHlwZSAvQW5ub3QKPj4KZW5kb2JqCjEyIDAgb2JqCjw8Ci9Bbm5vdHMgWyA5IDAgUiAxMCAwIFIgMTEgMCBSIF0gL0NvbnRlbnRzIDIwIDAgUiAvTWVkaWFCb3ggWyAwIDAgNjEyIDc5MiBdIC9QYXJlbnQgMTcgMCBSIC9SZXNvdXJjZXMgPDwKL0ZvbnQgMSAwIFIgL1Byb2NTZXQgWyAvUERGIC9UZXh0IC9JbWFnZUIgL0ltYWdlQyAvSW1hZ2VJIF0KPj4gL1JvdGF0ZSAwIAogIC9UcmFucyA8PAoKPj4gL1R5cGUgL1BhZ2UKPj4KZW5kb2JqCjEzIDAgb2JqCjw8Ci9Db250ZW50cyAyMSAwIFIgL01lZGlhQm94IFsgMCAwIDYxMiA3OTIgXSAvUGFyZW50IDE3IDAgUiAvUmVzb3VyY2VzIDw8Ci9Gb250IDEgMCBSIC9Qcm9jU2V0IFsgL1BERiAvVGV4dCAvSW1hZ2VCIC9JbWFnZUMgL0ltYWdlSSBdCj4+IC9Sb3RhdGUgMCAvVHJhbnMgPDwKCj4+IAogIC9UeXBlIC9QYWdlCj4+CmVuZG9iagoxNCAwIG9iago8PAovQ29udGVudHMgMjIgMCBSIC9NZWRpYUJveCBbIDAgMCA2MTIgNzkyIF0gL1BhcmVudCAxNyAwIFIgL1Jlc291cmNlcyA8PAovRm9udCAxIDAgUiAvUHJvY1NldCBbIC9QREYgL1RleHQgL0ltYWdlQiAvSW1hZ2VDIC9JbWFnZUkgXQo+PiAvUm90YXRlIDAgL1RyYW5zIDw8Cgo+PiAKICAvVHlwZSAvUGFnZQo+PgplbmRvYmoKMTUgMCBvYmoKPDwKL1BhZ2VNb2RlIC9Vc2VOb25lIC9QYWdlcyAxNyAwIFIgL1R5cGUgL0NhdGFsb2cKPj4KZW5kb2JqCjE2IDAgb2JqCjw8Ci9BdXRob3IgKExpdGVMTE0gcGFyaXR5IGZpeHR1cmUgZ2VuZXJhdG9yKSAvQ3JlYXRpb25EYXRlIChEOjIwMDAwMTAxMDAwMDAwKzAwJzAwJykgL0NyZWF0b3IgKGFub255bW91cykgL0tleXdvcmRzIChkb2N1bWVudCwgaW52b2ljZSwgdGFibGUsIGZpZ3VyZSwgYW5ub3RhdGlvbikgL01vZERhdGUgKEQ6MjAwMDAxMDEwMDAwMDArMDAnMDAnKSAvUHJvZHVjZXIgKFJlcG9ydExhYiBQREYgTGlicmFyeSAtIFwob3BlbnNvdXJjZVwpKSAKICAvU3ViamVjdCAoU2VtYW50aWMgZG9jdW1lbnQgY292ZXJhZ2UgZm9yIHRhYmxlcywgZmlndXJlcywgYW5ub3RhdGlvbnMsIGFuZCBtZXRhZGF0YSkgL1RpdGxlIChRdWFydGVybHkgT3BlcmF0aW9ucyBSZXBvcnQpIC9UcmFwcGVkIC9GYWxzZQo+PgplbmRvYmoKMTcgMCBvYmoKPDwKL0NvdW50IDUgL0tpZHMgWyA0IDAgUiA4IDAgUiAxMiAwIFIgMTMgMCBSIDE0IDAgUiBdIC9UeXBlIC9QYWdlcwo+PgplbmRvYmoKMTggMCBvYmoKPDwKL0xlbmd0aCAyMjg1Cj4+CnN0cmVhbQoxIDAgMCAxIDAgMCBjbSAgQlQgL0YxIDEyIFRmIDE0LjQgVEwgRVQKMCAwIDAgcmcKQlQgL0YxIDExIFRmIDEzLjIgVEwgRVQKQlQgMSAwIDAgMSA0NSA3NzAgVG0gKFF1YXJ0ZXJseSBPcGVyYXRpb25zIFJlcG9ydCkgVGogVCogRVQKQlQgL0YyIDE2IFRmIDE5LjIgVEwgRVQKQlQgMSAwIDAgMSA0NSA3NDUgVG0gKEludm9pY2UgU3VtbWFyeSBhbmQgTGluZSBJdGVtcykgVGogVCogRVQKQlQgL0YxIDkgVGYgMTAuOCBUTCBFVApCVCAxIDAgMCAxIDQ1IDMwIFRtIChDb25maWRlbnRpYWwgfCBQYWdlIDEgb2YgNSkgVGogVCogRVQKbiA0NSA2MjUgbSA0NSA3MzAgbCBTCm4gMjQ1IDYyNSBtIDI0NSA3MzAgbCBTCm4gNDA1IDYyNSBtIDQwNSA3MzAgbCBTCm4gNTY1IDYyNSBtIDU2NSA3MzAgbCBTCm4gNDUgNzMwIG0gNTY1IDczMCBsIFMKbiA0NSA2OTUgbSA1NjUgNjk1IGwgUwpuIDQ1IDY2MCBtIDU2NSA2NjAgbCBTCm4gNDUgNjI1IG0gNTY1IDYyNSBsIFMKQlQgMSAwIDAgMSA1NSA3MDcgVG0gKEl0ZW0pIFRqIFQqIEVUCkJUIDEgMCAwIDEgMjU1IDcwNyBUbSAoUXVhbnRpdHkpIFRqIFQqIEVUCkJUIDEgMCAwIDEgNDE1IDcwNyBUbSAoQW1vdW50KSBUaiBUKiBFVApCVCAxIDAgMCAxIDU1IDY3MiBUbSAoRG9jdW1lbnQgYW5hbHlzaXMpIFRqIFQqIEVUCkJUIDEgMCAwIDEgMjU1IDY3MiBUbSAoMikgVGogVCogRVQKQlQgMSAwIDAgMSA0MTUgNjcyIFRtICgxMjAuMDApIFRqIFQqIEVUCkJUIDEgMCAwIDEgNTUgNjM3IFRtIChEb2N1bWVudCB2ZXJpZmljYXRpb24pIFRqIFQqIEVUCkJUIDEgMCAwIDEgMjU1IDYzNyBUbSAoMSkgVGogVCogRVQKQlQgMSAwIDAgMSA0MTUgNjM3IFRtICg4MC4wMCkgVGogVCogRVQKbiA0NSA0OTUgbSA0NSA2MDAgbCBTCm4gMjQ1IDQ5NSBtIDI0NSA2MDAgbCBTCm4gNDA1IDQ5NSBtIDQwNSA2MDAgbCBTCm4gNTY1IDQ5NSBtIDU2NSA2MDAgbCBTCm4gNDUgNjAwIG0gNTY1IDYwMCBsIFMKbiA0NSA1NjUgbSA1NjUgNTY1IGwgUwpuIDQ1IDUzMCBtIDU2NSA1MzAgbCBTCm4gNDUgNDk1IG0gNTY1IDQ5NSBsIFMKQlQgMSAwIDAgMSA1NSA1NzcgVG0gKEl0ZW0gY29udGludWVkKSBUaiBUKiBFVApCVCAxIDAgMCAxIDI1NSA1NzcgVG0gKFF1YW50aXR5KSBUaiBUKiBFVApCVCAxIDAgMCAxIDQxNSA1NzcgVG0gKEFtb3VudCkgVGogVCogRVQKQlQgMSAwIDAgMSA1NSA1NDIgVG0gKEZpeHR1cmUgdmFsaWRhdGlvbikgVGogVCogRVQKQlQgMSAwIDAgMSAyNTUgNTQyIFRtICgzKSBUaiBUKiBFVApCVCAxIDAgMCAxIDQxNSA1NDIgVG0gKDQ1LjAwKSBUaiBUKiBFVApCVCAxIDAgMCAxIDU1IDUwNyBUbSAoUHJvdmlkZXIgcmV2aWV3KSBUaiBUKiBFVApCVCAxIDAgMCAxIDI1NSA1MDcgVG0gKDEpIFRqIFQqIEVUCkJUIDEgMCAwIDEgNDE1IDUwNyBUbSAoMjUuMDApIFRqIFQqIEVUCkJUIC9GMSAxMCBUZiAxMiBUTCBFVApCVCAxIDAgMCAxIDQ1IDQ3MiBUbSAoU2VjdGlvbiAxLjE6IEludm9pY2UgdG90YWxzLCByZWdpb25hbCByZXZlbnVlLCBhbmQgcmVjb25jaWxpYXRpb24gbm90ZXMuKSBUaiBUKiBFVApCVCAxIDAgMCAxIDQ1IDQ0NCBUbSAoU2VjdGlvbiAxLjI6IEludm9pY2UgdG90YWxzLCByZWdpb25hbCByZXZlbnVlLCBhbmQgcmVjb25jaWxpYXRpb24gbm90ZXMuKSBUaiBUKiBFVApCVCAxIDAgMCAxIDQ1IDQxNiBUbSAoU2VjdGlvbiAxLjM6IEludm9pY2UgdG90YWxzLCByZWdpb25hbCByZXZlbnVlLCBhbmQgcmVjb25jaWxpYXRpb24gbm90ZXMuKSBUaiBUKiBFVApCVCAxIDAgMCAxIDQ1IDM4OCBUbSAoU2VjdGlvbiAxLjQ6IEludm9pY2UgdG90YWxzLCByZWdpb25hbCByZXZlbnVlLCBhbmQgcmVjb25jaWxpYXRpb24gbm90ZXMuKSBUaiBUKiBFVApCVCAxIDAgMCAxIDQ1IDM2MCBUbSAoU2VjdGlvbiAxLjU6IEludm9pY2UgdG90YWxzLCByZWdpb25hbCByZXZlbnVlLCBhbmQgcmVjb25jaWxpYXRpb24gbm90ZXMuKSBUaiBUKiBFVApCVCAxIDAgMCAxIDQ1IDMzMiBUbSAoU2VjdGlvbiAxLjY6IEludm9pY2UgdG90YWxzLCByZWdpb25hbCByZXZlbnVlLCBhbmQgcmVjb25jaWxpYXRpb24gbm90ZXMuKSBUaiBUKiBFVApCVCAxIDAgMCAxIDQ1IDMwNCBUbSAoU2VjdGlvbiAxLjc6IEludm9pY2UgdG90YWxzLCByZWdpb25hbCByZXZlbnVlLCBhbmQgcmVjb25jaWxpYXRpb24gbm90ZXMuKSBUaiBUKiBFVApCVCAxIDAgMCAxIDQ1IDI3NiBUbSAoU2VjdGlvbiAxLjg6IEludm9pY2UgdG90YWxzLCByZWdpb25hbCByZXZlbnVlLCBhbmQgcmVjb25jaWxpYXRpb24gbm90ZXMuKSBUaiBUKiBFVAogCmVuZHN0cmVhbQplbmRvYmoKMTkgMCBvYmoKPDwKL0xlbmd0aCAxNzIzCj4+CnN0cmVhbQoxIDAgMCAxIDAgMCBjbSAgQlQgL0YxIDEyIFRmIDE0LjQgVEwgRVQKMCAwIDAgcmcKQlQgL0YxIDExIFRmIDEzLjIgVEwgRVQKQlQgMSAwIDA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+        Invoice Summary and Line Items\n\n|  Item | Quantity | Amount  |\n| --- |
+        --- | --- |\n|  Document analysis | 2 | 120.00  |\n|  Document verification
+        | 1 | 80.00  |\n\n|  Item continued | Quantity | Amount  |\n| --- | --- |
+        --- |\n|  Fixture validation | 3 | 45.00  |\n|  Provider review | 1 | 25.00  |\n\nSection
+        1.1: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.2: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.3: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.4: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.5: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.6: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.7: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 1 of 5","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[{"top_left_x":55,"top_left_y":14,"bottom_right_x":241,"bottom_right_y":33,"content":"Quarterly
+        Operations Report","confidence_scores":null,"type":"header"},{"top_left_x":55,"top_left_y":42,"bottom_right_x":383,"bottom_right_y":67,"content":"##
+        Invoice Summary and Line Items","confidence_scores":null,"type":"title"},{"top_left_x":55,"top_left_y":78,"bottom_right_x":728,"bottom_right_y":216,"content":"|  Item
+        | Quantity | Amount  |\n| --- | --- | --- |\n|  Document analysis | 2 | 120.00  |\n|  Document
+        verification | 1 | 80.00  |","confidence_scores":null,"type":"table","table_id":null},{"top_left_x":55,"top_left_y":246,"bottom_right_x":728,"bottom_right_y":384,"content":"|  Item
+        continued | Quantity | Amount  |\n| --- | --- | --- |\n|  Fixture validation
+        | 3 | 45.00  |\n|  Provider review | 1 | 25.00  |","confidence_scores":null,"type":"table","table_id":null},{"top_left_x":55,"top_left_y":400,"bottom_right_x":458,"bottom_right_y":417,"content":"Section
+        1.1: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":436,"bottom_right_x":458,"bottom_right_y":453,"content":"Section
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+        Operations Report\n\n# Revenue Chart and Formula Review\n\n![img-0.jpeg](img-0.jpeg)\n\nQ1\n\n![img-1.jpeg](img-1.jpeg)\n\nQ2\n\n![img-2.jpeg](img-2.jpeg)\n\nQ3\n\n![img-3.jpeg](img-3.jpeg)\n\nQ4\n\n![img-4.jpeg](img-4.jpeg)\n\n![img-5.jpeg](img-5.jpeg)\n\nFormula:
+        gross margin = (revenue - cost) / revenue\n\n![img-6.jpeg](img-6.jpeg)\n\nSection
+        2.1: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.2: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.3: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.4: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.5: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.6: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.7: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 2 of 5","images":[{"id":"img-0.jpeg","top_left_x":87,"top_left_y":141,"bottom_right_x":177,"bottom_right_y":236,"image_base64":null,"image_annotation":null},{"id":"img-1.jpeg","top_left_x":216,"top_left_y":84,"bottom_right_x":306,"bottom_right_y":236,"image_base64":null,"image_annotation":null},{"id":"img-2.jpeg","top_left_x":346,"top_left_y":116,"bottom_right_x":435,"bottom_right_y":236,"image_base64":null,"image_annotation":null},{"id":"img-3.jpeg","top_left_x":476,"top_left_y":65,"bottom_right_x":564,"bottom_right_y":236,"image_base64":null,"image_annotation":null},{"id":"img-4.jpeg","top_left_x":584,"top_left_y":84,"bottom_right_x":681,"bottom_right_y":177,"image_base64":null,"image_annotation":null},{"id":"img-5.jpeg","top_left_x":584,"top_left_y":211,"bottom_right_x":681,"bottom_right_y":295,"image_base64":null,"image_annotation":null},{"id":"img-6.jpeg","top_left_x":584,"top_left_y":315,"bottom_right_x":648,"bottom_right_y":379,"image_base64":null,"image_annotation":null}],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[{"top_left_x":55,"top_left_y":14,"bottom_right_x":239,"bottom_right_y":33,"content":"Quarterly
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+        Operations Report\n\n# Key Values, Link, Highlight, and Comment\n\nInvoice
+        Number: INV-2048\n\nPurchase Order: PO-4096\n\nhttps://example.com/invoices/INV-2048\n\nHighlighted
+        total requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\nRevised total: 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\n![img-7.jpeg](img-7.jpeg)\n\nConfidential
+        | Page 3 of 5","images":[{"id":"img-7.jpeg","top_left_x":138,"top_left_y":763,"bottom_right_x":331,"bottom_right_y":856,"image_base64":null,"image_annotation":null}],"tables":[],"hyperlinks":["https://example.com/invoices/INV-2048"],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[{"top_left_x":55,"top_left_y":14,"bottom_right_x":240,"bottom_right_y":33,"content":"Quarterly
+        Operations Report","confidence_scores":null,"type":"header"},{"top_left_x":55,"top_left_y":41,"bottom_right_x":477,"bottom_right_y":67,"content":"#
+        Key Values, Link, Highlight, and Comment","confidence_scores":null,"type":"title"},{"top_left_x":55,"top_left_y":104,"bottom_right_x":244,"bottom_right_y":122,"content":"Invoice
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+        Order: PO-4096","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":265,"bottom_right_x":330,"bottom_right_y":284,"content":"https://example.com/invoices/INV-2048","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":284,"bottom_right_x":287,"bottom_right_y":304,"content":"Highlighted
+        total requiring review","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":322,"bottom_right_x":491,"bottom_right_y":342,"content":"Reviewer
+        comment: verify the highlighted total before approval","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":368,"bottom_right_x":206,"bottom_right_y":387,"content":"Revised
+        total: 245.00","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":400,"bottom_right_x":458,"bottom_right_y":417,"content":"Section
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+        Operations Report\n\n# Approval Signature and Watermark\n\nApproved by: Jordan
+        Lee\n\nSignature\n\nSection 4.1: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.2: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.3: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.4: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.5: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.6: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.7: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 4 of 5","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[{"top_left_x":55,"top_left_y":14,"bottom_right_x":241,"bottom_right_y":33,"content":"Quarterly
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+        Operations Report\n\n# Appendix with Section Boundaries\n\n## 1. Scope\n\n##
+        2. Findings\n\n## 3. Recommendations\n\nSection 5.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nConfidential | Page 5 of 5","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[{"top_left_x":55,"top_left_y":14,"bottom_right_x":241,"bottom_right_y":33,"content":"Quarterly
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 3.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 3.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 3.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
21 0 obj
<<
/Length 1494
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Approval Signature and Watermark) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 4 of 5) Tj T* ET
q
.827451 .827451 .827451 rg
BT /F2 54 Tf 64.8 TL ET
.906308 .422618 -0.422618 .906308 110 390 cm
BT 1 0 0 1 0 0 Tm (DRAFT) Tj T* ET
Q
0 0 0 rg
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 635 Tm (Approved by: Jordan Lee) Tj T* ET
n 45 610 m 310 610 l S
n 55 595 m 75 625 112 602 155 600 c S
BT 1 0 0 1 45 580 Tm (Signature) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 4.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 4.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 4.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 4.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 4.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 4.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 4.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 4.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
22 0 obj
<<
/Length 1327
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Appendix with Section Boundaries) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 5 of 5) Tj T* ET
BT /F2 14 Tf 16.8 TL ET
BT 1 0 0 1 45 700 Tm (1. Scope) Tj T* ET
BT 1 0 0 1 45 650 Tm (2. Findings) Tj T* ET
BT 1 0 0 1 45 600 Tm (3. Recommendations) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 5.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 5.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 5.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 5.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 5.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 5.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 5.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 5.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
xref
0 23
0000000000 65535 f 
0000000061 00000 n 
0000000102 00000 n 
0000000209 00000 n 
0000000321 00000 n 
0000000516 00000 n 
0000006322 00000 n 
0000012824 00000 n 
0000014142 00000 n 
0000014496 00000 n 
0000014664 00000 n 
0000014850 00000 n 
0000015028 00000 n 
0000015256 00000 n 
0000015452 00000 n 
0000015648 00000 n 
0000015718 00000 n 
0000016128 00000 n 
0000016215 00000 n 
0000018552 00000 n 
0000020327 00000 n 
0000022845 00000 n 
0000024391 00000 n 
trailer
<<
/ID 
[<cb011a3ef088e46b638e8b45c01a470f><cb011a3ef088e46b638e8b45c01a470f>]
% ReportLab generated PDF document -- digest (opensource)

/Info 16 0 R
/Root 15 0 R
/Size 23
>>
startxref
25770
%%EOF

+        type: document_url
+      document_annotation_format:
+        json_schema:
+          description: Extract the visible document fields
+          name: document_title
+          schema:
+            additionalProperties: false
+            properties:
+              title:
+                type: string
+            required:
+            - title
+            type: object
+          strict: true
+        type: json_schema
+      document_annotation_prompt: Extract the visible title
+      model: mistral/mistral-ocr-latest
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/3d1273437ef7a6e55a97a6ddbbebb2d794090691d99dd7c6565c010018032cef.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/3d1273437ef7a6e55a97a6ddbbebb2d794090691d99dd7c6565c010018032cef.yaml
new file mode 100644
index 00000000000..981fd2a063e
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/3d1273437ef7a6e55a97a6ddbbebb2d794090691d99dd7c6565c010018032cef.yaml
@@ -0,0 +1,123 @@
+interactions:
+- request:
+    body: 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+      Accept:
+      - '*/*'
+      Content-Type:
+      - application/json
+      User-Agent:
+      - litellm/1.101.0
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+    uri: http://parity-provider.invalid/v1/ocr
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+      string: '{"pages":[{"index":0,"markdown":"Quarterly Operations Report\n\n# Invoice
+        Summary and Line Items\n\n[tbl-0.html](tbl-0.html)\n[tbl-1.html](tbl-1.html)\n\nSection
+        1.1: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        1.2: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        1.3: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        1.4: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        1.5: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        1.6: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        1.7: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        1.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 1 of 5","images":[],"tables":[{"id":"tbl-0.html","content":"<table><tr><th>Item</th><th>Quantity</th><th>Amount</th></tr><tr><td>Document
+        analysis</td><td>2</td><td>120.00</td></tr><tr><td>Document verification</td><td>1</td><td>80.00</td></tr></table>","format":"html","word_confidence_scores":null},{"id":"tbl-1.html","content":"<table><tr><th>Item
+        continued</th><th>Quantity</th><th>Amount</th></tr><tr><td>Fixture validation</td><td>3</td><td>45.00</td></tr><tr><td>Provider
+        review</td><td>1</td><td>25.00</td></tr></table>","format":"html","word_confidence_scores":null}],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[]},{"index":1,"markdown":"Quarterly
+        Operations Report\n\n# Revenue Chart and Formula Review\n\n![img-0.jpeg](img-0.jpeg)\nQ1\n\n![img-1.jpeg](img-1.jpeg)\nQ2\n\n![img-2.jpeg](img-2.jpeg)\nQ3\n\n![img-3.jpeg](img-3.jpeg)\nQ4\n\n![img-4.jpeg](img-4.jpeg)\n\n![img-5.jpeg](img-5.jpeg)\n\nFormula:
+        gross margin = (revenue - cost) / revenue\n\n![img-6.jpeg](img-6.jpeg)\n\nSection
+        2.1: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        2.2: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        2.3: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        2.4: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        2.5: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        2.6: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        2.7: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        2.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 2 of 5","images":[{"id":"img-0.jpeg","top_left_x":86,"top_left_y":140,"bottom_right_x":177,"bottom_right_y":236,"image_base64":null,"image_annotation":null},{"id":"img-1.jpeg","top_left_x":215,"top_left_y":82,"bottom_right_x":306,"bottom_right_y":236,"image_base64":null,"image_annotation":null},{"id":"img-2.jpeg","top_left_x":345,"top_left_y":115,"bottom_right_x":436,"bottom_right_y":236,"image_base64":null,"image_annotation":null},{"id":"img-3.jpeg","top_left_x":475,"top_left_y":63,"bottom_right_x":563,"bottom_right_y":236,"image_base64":null,"image_annotation":null},{"id":"img-4.jpeg","top_left_x":582,"top_left_y":82,"bottom_right_x":681,"bottom_right_y":178,"image_base64":null,"image_annotation":null},{"id":"img-5.jpeg","top_left_x":582,"top_left_y":210,"bottom_right_x":681,"bottom_right_y":295,"image_base64":null,"image_annotation":null},{"id":"img-6.jpeg","top_left_x":582,"top_left_y":316,"bottom_right_x":647,"bottom_right_y":379,"image_base64":null,"image_annotation":null}],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[]},{"index":2,"markdown":"Quarterly
+        Operations Report\n\n# Key Values, Link, Highlight, and Comment\n\nInvoice
+        Number: INV-2048\n\nPurchase Order: PO-4096\n\nhttps://example.com/invoices/INV-2048\n\nHighlighted
+        total requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\n# Revised total: 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\n![img-7.jpeg](img-7.jpeg)\n\nConfidential
+        | Page 3 of 5","images":[{"id":"img-7.jpeg","top_left_x":135,"top_left_y":759,"bottom_right_x":331,"bottom_right_y":856,"image_base64":null,"image_annotation":null}],"tables":[],"hyperlinks":["https://example.com/invoices/INV-2048"],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[]},{"index":3,"markdown":"Quarterly
+        Operations Report\n\nApproval Signature and Watermark\n\nApproved by: Jordan
+        Lee\n\nSignature\n\nSection 4.1: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 4.2: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 4.3: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 4.4: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 4.5: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 4.6: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 4.7: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 4.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 4 of 5","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[]},{"index":4,"markdown":"Quarterly
+        Operations Report\n\n# Appendix with Section Boundaries\n\n1. Scope\n2. Findings\n3.
+        Recommendations\n\nSection 5.1: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 5.2: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 5.3: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 5.4: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 5.5: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 5.6: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 5.7: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 5.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 5 of 5","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[]}],"model":"mistral-ocr-2512","document_annotation":null,"usage_info":{"pages_processed":5,"doc_size_bytes":26446}}'
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 3.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 3.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 3.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
21 0 obj
<<
/Length 1494
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Approval Signature and Watermark) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 4 of 5) Tj T* ET
q
.827451 .827451 .827451 rg
BT /F2 54 Tf 64.8 TL ET
.906308 .422618 -0.422618 .906308 110 390 cm
BT 1 0 0 1 0 0 Tm (DRAFT) Tj T* ET
Q
0 0 0 rg
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 635 Tm (Approved by: Jordan Lee) Tj T* ET
n 45 610 m 310 610 l S
n 55 595 m 75 625 112 602 155 600 c S
BT 1 0 0 1 45 580 Tm (Signature) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 4.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 4.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 4.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 4.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 4.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 4.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 4.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 4.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
22 0 obj
<<
/Length 1327
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Appendix with Section Boundaries) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 5 of 5) Tj T* ET
BT /F2 14 Tf 16.8 TL ET
BT 1 0 0 1 45 700 Tm (1. Scope) Tj T* ET
BT 1 0 0 1 45 650 Tm (2. Findings) Tj T* ET
BT 1 0 0 1 45 600 Tm (3. Recommendations) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 5.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 5.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 5.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 5.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 5.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 5.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 5.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 5.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
xref
0 23
0000000000 65535 f 
0000000061 00000 n 
0000000102 00000 n 
0000000209 00000 n 
0000000321 00000 n 
0000000516 00000 n 
0000006322 00000 n 
0000012824 00000 n 
0000014142 00000 n 
0000014496 00000 n 
0000014664 00000 n 
0000014850 00000 n 
0000015028 00000 n 
0000015256 00000 n 
0000015452 00000 n 
0000015648 00000 n 
0000015718 00000 n 
0000016128 00000 n 
0000016215 00000 n 
0000018552 00000 n 
0000020327 00000 n 
0000022845 00000 n 
0000024391 00000 n 
trailer
<<
/ID 
[<cb011a3ef088e46b638e8b45c01a470f><cb011a3ef088e46b638e8b45c01a470f>]
% ReportLab generated PDF document -- digest (opensource)

/Info 16 0 R
/Root 15 0 R
/Size 23
>>
startxref
25770
%%EOF

+        type: document_url
+      model: mistral/mistral-ocr-2512
+      table_format: html
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/3d5f42192461789f547b42c8f1b625aa688e6cbd69e01f94d1f3205ef41ab830.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/3d5f42192461789f547b42c8f1b625aa688e6cbd69e01f94d1f3205ef41ab830.yaml
new file mode 100644
index 00000000000..a471b8f7bae
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/3d5f42192461789f547b42c8f1b625aa688e6cbd69e01f94d1f3205ef41ab830.yaml
@@ -0,0 +1,68 @@
+interactions:
+- request:
+    body: '{"model":"mistral-ocr-latest","document":{"type":"image_url","image_url":"https://dummyjson.com/image/800x300/ffffff/000000?text=invoice%20123&fontSize=24"},"extract_header":true}'
+    headers:
+      Accept:
+      - '*/*'
+      Content-Type:
+      - application/json
+      User-Agent:
+      - litellm/1.101.0
+    method: POST
+    uri: http://parity-provider.invalid/v1/ocr
+  response:
+    body:
+      string: '{"pages":[{"index":0,"markdown":"invoice 123","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":200,"height":300,"width":800},"confidence_scores":null,"blocks":[{"top_left_x":335,"top_left_y":138,"bottom_right_x":464,"bottom_right_y":162,"content":"invoice
+        123","confidence_scores":null,"type":"text"}]}],"model":"mistral-ocr-latest","document_annotation":null,"usage_info":{"pages_processed":1,"doc_size_bytes":4124}}'
+    headers:
+      CF-RAY:
+      - a346d37c9944d8a7-SJC
+      Content-Type:
+      - application/json
+      Date:
+      - Tue, 01 Sep 2026 19:54:19 GMT
+      Server:
+      - cloudflare
+      Strict-Transport-Security:
+      - max-age=15552000; includeSubDomains; preload
+      X-Content-Type-Options:
+      - nosniff
+      access-control-allow-origin:
+      - '*'
+      alt-svc:
+      - h3=":443"; ma=86400
+      cf-cache-status:
+      - DYNAMIC
+      mistral-correlation-id:
+      - 01a05e89-6a3a-76c7-85b8-d40a7156155e
+      x-envoy-upstream-service-time:
+      - '230'
+      x-kong-proxy-latency:
+      - '16'
+      x-kong-request-id:
+      - 01a05e89-6a3a-76c7-85b8-d40a7156155e
+      x-kong-upstream-latency:
+      - '230'
+      x-ratelimit-limit-ocr-pages-minute:
+      - '60'
+      x-ratelimit-ocr-pages-query-cost:
+      - '1'
+      x-ratelimit-remaining-ocr-pages-minute:
+      - '51'
+    status:
+      code: 200
+      message: ''
+recorded_at: '2026-09-01T19:54:19.420285+00:00'
+ttl_seconds: 0
+version: 1
+x-litellm:
+  case:
+    litellm_input:
+      contract: mistral
+      document:
+        image_url: https://dummyjson.com/image/800x300/ffffff/000000?text=invoice%20123&fontSize=24
+        type: image_url
+      extract_header: true
+      model: mistral/mistral-ocr-latest
+  request_source: python_replay
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/49f28a2c1d134cd0db0dff94f573d059706f6222542e400d101b59541a55e7b1.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/49f28a2c1d134cd0db0dff94f573d059706f6222542e400d101b59541a55e7b1.yaml
new file mode 100644
index 00000000000..aac95208c16
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/49f28a2c1d134cd0db0dff94f573d059706f6222542e400d101b59541a55e7b1.yaml
@@ -0,0 +1,122 @@
+interactions:
+- request:
+    body: '{"model":"mistral-ocr-3-0","document":{"type":"document_url","document_url":"data:application/pdf;base64,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"}}'
+    headers:
+      Accept:
+      - '*/*'
+      Content-Type:
+      - application/json
+      User-Agent:
+      - litellm/1.101.0
+    method: POST
+    uri: http://parity-provider.invalid/v1/ocr
+  response:
+    body:
+      string: '{"pages":[{"index":0,"markdown":"Quarterly Operations Report\n\n# Invoice
+        Summary and Line Items\n\n|  Item | Quantity | Amount  |\n| --- | --- | ---
+        |\n|  Document analysis | 2 | 120.00  |\n|  Document verification | 1 | 80.00  |\n\n|  Item
+        continued | Quantity | Amount  |\n| --- | --- | --- |\n|  Fixture validation
+        | 3 | 45.00  |\n|  Provider review | 1 | 25.00  |\n\nSection 1.1: Invoice
+        totals, regional revenue, and reconciliation notes.\nSection 1.2: Invoice
+        totals, regional revenue, and reconciliation notes.\nSection 1.3: Invoice
+        totals, regional revenue, and reconciliation notes.\nSection 1.4: Invoice
+        totals, regional revenue, and reconciliation notes.\nSection 1.5: Invoice
+        totals, regional revenue, and reconciliation notes.\nSection 1.6: Invoice
+        totals, regional revenue, and reconciliation notes.\nSection 1.7: Invoice
+        totals, regional revenue, and reconciliation notes.\nSection 1.8: Invoice
+        totals, regional revenue, and reconciliation notes.\n\nConfidential | Page
+        1 of 5","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[]},{"index":1,"markdown":"Quarterly
+        Operations Report\n\n# Revenue Chart and Formula Review\n\n![img-0.jpeg](img-0.jpeg)\nQ1\n\n![img-1.jpeg](img-1.jpeg)\nQ2\n\n![img-2.jpeg](img-2.jpeg)\nQ3\n\n![img-3.jpeg](img-3.jpeg)\nQ4\n\n![img-4.jpeg](img-4.jpeg)\n\n![img-5.jpeg](img-5.jpeg)\n\nFormula:
+        gross margin = (revenue - cost) / revenue\n\n![img-6.jpeg](img-6.jpeg)\n\nSection
+        2.1: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        2.2: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        2.3: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        2.4: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        2.5: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        2.6: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        2.7: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        2.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 2 of 5","images":[{"id":"img-0.jpeg","top_left_x":86,"top_left_y":140,"bottom_right_x":177,"bottom_right_y":236,"image_base64":null,"image_annotation":null},{"id":"img-1.jpeg","top_left_x":215,"top_left_y":82,"bottom_right_x":306,"bottom_right_y":236,"image_base64":null,"image_annotation":null},{"id":"img-2.jpeg","top_left_x":345,"top_left_y":115,"bottom_right_x":436,"bottom_right_y":236,"image_base64":null,"image_annotation":null},{"id":"img-3.jpeg","top_left_x":475,"top_left_y":63,"bottom_right_x":563,"bottom_right_y":236,"image_base64":null,"image_annotation":null},{"id":"img-4.jpeg","top_left_x":582,"top_left_y":82,"bottom_right_x":681,"bottom_right_y":178,"image_base64":null,"image_annotation":null},{"id":"img-5.jpeg","top_left_x":582,"top_left_y":210,"bottom_right_x":681,"bottom_right_y":295,"image_base64":null,"image_annotation":null},{"id":"img-6.jpeg","top_left_x":582,"top_left_y":316,"bottom_right_x":647,"bottom_right_y":379,"image_base64":null,"image_annotation":null}],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[]},{"index":2,"markdown":"Quarterly
+        Operations Report\n\n# Key Values, Link, Highlight, and Comment\n\nInvoice
+        Number: INV-2048\n\nPurchase Order: PO-4096\n\nhttps://example.com/invoices/INV-2048\n\nHighlighted
+        total requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\n# Revised total: 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\n![img-7.jpeg](img-7.jpeg)\n\nConfidential
+        | Page 3 of 5","images":[{"id":"img-7.jpeg","top_left_x":135,"top_left_y":759,"bottom_right_x":331,"bottom_right_y":856,"image_base64":null,"image_annotation":null}],"tables":[],"hyperlinks":["https://example.com/invoices/INV-2048"],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[]},{"index":3,"markdown":"Quarterly
+        Operations Report\n\nApproval Signature and Watermark\n\nApproved by: Jordan
+        Lee\n\nSignature\n\nSection 4.1: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 4.2: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 4.3: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 4.4: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 4.5: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 4.6: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 4.7: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 4.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 4 of 5","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[]},{"index":4,"markdown":"Quarterly
+        Operations Report\n\n# Appendix with Section Boundaries\n\n1. Scope\n2. Findings\n3.
+        Recommendations\n\nSection 5.1: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 5.2: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 5.3: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 5.4: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 5.5: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 5.6: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 5.7: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 5.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 5 of 5","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[]}],"model":"mistral-ocr-3-0","document_annotation":null,"usage_info":{"pages_processed":5,"doc_size_bytes":26446}}'
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 3.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 3.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 3.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
21 0 obj
<<
/Length 1494
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Approval Signature and Watermark) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 4 of 5) Tj T* ET
q
.827451 .827451 .827451 rg
BT /F2 54 Tf 64.8 TL ET
.906308 .422618 -0.422618 .906308 110 390 cm
BT 1 0 0 1 0 0 Tm (DRAFT) Tj T* ET
Q
0 0 0 rg
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 635 Tm (Approved by: Jordan Lee) Tj T* ET
n 45 610 m 310 610 l S
n 55 595 m 75 625 112 602 155 600 c S
BT 1 0 0 1 45 580 Tm (Signature) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 4.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 4.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 4.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 4.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 4.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 4.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 4.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 4.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
22 0 obj
<<
/Length 1327
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Appendix with Section Boundaries) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 5 of 5) Tj T* ET
BT /F2 14 Tf 16.8 TL ET
BT 1 0 0 1 45 700 Tm (1. Scope) Tj T* ET
BT 1 0 0 1 45 650 Tm (2. Findings) Tj T* ET
BT 1 0 0 1 45 600 Tm (3. Recommendations) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 5.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 5.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 5.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 5.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 5.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 5.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 5.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 5.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
xref
0 23
0000000000 65535 f 
0000000061 00000 n 
0000000102 00000 n 
0000000209 00000 n 
0000000321 00000 n 
0000000516 00000 n 
0000006322 00000 n 
0000012824 00000 n 
0000014142 00000 n 
0000014496 00000 n 
0000014664 00000 n 
0000014850 00000 n 
0000015028 00000 n 
0000015256 00000 n 
0000015452 00000 n 
0000015648 00000 n 
0000015718 00000 n 
0000016128 00000 n 
0000016215 00000 n 
0000018552 00000 n 
0000020327 00000 n 
0000022845 00000 n 
0000024391 00000 n 
trailer
<<
/ID 
[<cb011a3ef088e46b638e8b45c01a470f><cb011a3ef088e46b638e8b45c01a470f>]
% ReportLab generated PDF document -- digest (opensource)

/Info 16 0 R
/Root 15 0 R
/Size 23
>>
startxref
25770
%%EOF

+        type: document_url
+      model: mistral/mistral-ocr-3-0
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/4b2d15e61e7ddfdd02aa7463edfa4f628f4544f79ab1a98692fde6e4bfa03802.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/4b2d15e61e7ddfdd02aa7463edfa4f628f4544f79ab1a98692fde6e4bfa03802.yaml
new file mode 100644
index 00000000000..ea7dcdfe0b6
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/4b2d15e61e7ddfdd02aa7463edfa4f628f4544f79ab1a98692fde6e4bfa03802.yaml
@@ -0,0 +1,191 @@
+interactions:
+- request:
+    body: '{"model":"mistral-ocr-4-1","document":{"type":"document_url","document_url":"data:application/pdf;base64,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+      string: '{"pages":[{"index":0,"markdown":"Quarterly Operations Report\n\n##
+        Invoice Summary and Line Items\n\n|  Item | Quantity | Amount  |\n| --- |
+        --- | --- |\n|  Document analysis | 2 | 120.00  |\n|  Document verification
+        | 1 | 80.00  |\n\n|  Item continued | Quantity | Amount  |\n| --- | --- |
+        --- |\n|  Fixture validation | 3 | 45.00  |\n|  Provider review | 1 | 25.00  |\n\nSection
+        1.1: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.2: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.3: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.4: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.5: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.6: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.7: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 1 of 5","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[{"top_left_x":55,"top_left_y":14,"bottom_right_x":241,"bottom_right_y":33,"content":"Quarterly
+        Operations Report","confidence_scores":null,"type":"header"},{"top_left_x":55,"top_left_y":42,"bottom_right_x":383,"bottom_right_y":67,"content":"##
+        Invoice Summary and Line Items","confidence_scores":null,"type":"title"},{"top_left_x":55,"top_left_y":78,"bottom_right_x":728,"bottom_right_y":216,"content":"|  Item
+        | Quantity | Amount  |\n| --- | --- | --- |\n|  Document analysis | 2 | 120.00  |\n|  Document
+        verification | 1 | 80.00  |","confidence_scores":null,"type":"table","table_id":null},{"top_left_x":55,"top_left_y":246,"bottom_right_x":728,"bottom_right_y":384,"content":"|  Item
+        continued | Quantity | Amount  |\n| --- | --- | --- |\n|  Fixture validation
+        | 3 | 45.00  |\n|  Provider review | 1 | 25.00  |","confidence_scores":null,"type":"table","table_id":null},{"top_left_x":55,"top_left_y":400,"bottom_right_x":458,"bottom_right_y":417,"content":"Section
+        1.1: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":436,"bottom_right_x":458,"bottom_right_y":453,"content":"Section
+        1.2: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":473,"bottom_right_x":458,"bottom_right_y":489,"content":"Section
+        1.3: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":509,"bottom_right_x":458,"bottom_right_y":526,"content":"Section
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+        | Page 1 of 5","confidence_scores":null,"type":"footer"}]},{"index":1,"markdown":"Quarterly
+        Operations Report\n\n# Revenue Chart and Formula Review\n\n![img-0.jpeg](img-0.jpeg)\n\nQ1\n\n![img-1.jpeg](img-1.jpeg)\n\nQ2\n\n![img-2.jpeg](img-2.jpeg)\n\nQ3\n\n![img-3.jpeg](img-3.jpeg)\n\nQ4\n\n![img-4.jpeg](img-4.jpeg)\n\n![img-5.jpeg](img-5.jpeg)\n\nFormula:
+        gross margin = (revenue - cost) / revenue\n\n![img-6.jpeg](img-6.jpeg)\n\nSection
+        2.1: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.2: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.3: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.4: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.5: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.6: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.7: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 2 of 5","images":[{"id":"img-0.jpeg","top_left_x":87,"top_left_y":141,"bottom_right_x":177,"bottom_right_y":236,"image_base64":null,"image_annotation":null},{"id":"img-1.jpeg","top_left_x":216,"top_left_y":84,"bottom_right_x":306,"bottom_right_y":236,"image_base64":null,"image_annotation":null},{"id":"img-2.jpeg","top_left_x":346,"top_left_y":116,"bottom_right_x":435,"bottom_right_y":236,"image_base64":null,"image_annotation":null},{"id":"img-3.jpeg","top_left_x":476,"top_left_y":65,"bottom_right_x":564,"bottom_right_y":236,"image_base64":null,"image_annotation":null},{"id":"img-4.jpeg","top_left_x":584,"top_left_y":84,"bottom_right_x":681,"bottom_right_y":177,"image_base64":null,"image_annotation":null},{"id":"img-5.jpeg","top_left_x":584,"top_left_y":211,"bottom_right_x":681,"bottom_right_y":295,"image_base64":null,"image_annotation":null},{"id":"img-6.jpeg","top_left_x":584,"top_left_y":315,"bottom_right_x":648,"bottom_right_y":379,"image_base64":null,"image_annotation":null}],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[{"top_left_x":55,"top_left_y":14,"bottom_right_x":239,"bottom_right_y":33,"content":"Quarterly
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+        | Page 2 of 5","confidence_scores":null,"type":"footer"}]},{"index":2,"markdown":"Quarterly
+        Operations Report\n\n# Key Values, Link, Highlight, and Comment\n\nInvoice
+        Number: INV-2048\n\nPurchase Order: PO-4096\n\nhttps://example.com/invoices/INV-2048\n\nHighlighted
+        total requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\nRevised total: 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\n![img-7.jpeg](img-7.jpeg)\n\nConfidential
+        | Page 3 of 5","images":[{"id":"img-7.jpeg","top_left_x":138,"top_left_y":763,"bottom_right_x":331,"bottom_right_y":856,"image_base64":null,"image_annotation":null}],"tables":[],"hyperlinks":["https://example.com/invoices/INV-2048"],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[{"top_left_x":55,"top_left_y":14,"bottom_right_x":240,"bottom_right_y":33,"content":"Quarterly
+        Operations Report","confidence_scores":null,"type":"header"},{"top_left_x":55,"top_left_y":41,"bottom_right_x":477,"bottom_right_y":67,"content":"#
+        Key Values, Link, Highlight, and Comment","confidence_scores":null,"type":"title"},{"top_left_x":55,"top_left_y":104,"bottom_right_x":244,"bottom_right_y":122,"content":"Invoice
+        Number: INV-2048","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":136,"bottom_right_x":241,"bottom_right_y":154,"content":"Purchase
+        Order: PO-4096","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":265,"bottom_right_x":330,"bottom_right_y":284,"content":"https://example.com/invoices/INV-2048","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":284,"bottom_right_x":287,"bottom_right_y":304,"content":"Highlighted
+        total requiring review","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":322,"bottom_right_x":491,"bottom_right_y":342,"content":"Reviewer
+        comment: verify the highlighted total before approval","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":368,"bottom_right_x":206,"bottom_right_y":387,"content":"Revised
+        total: 245.00","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":400,"bottom_right_x":458,"bottom_right_y":417,"content":"Section
+        3.1: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"list"},{"top_left_x":55,"top_left_y":435,"bottom_right_x":458,"bottom_right_y":453,"content":"Section
+        3.2: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"list"},{"top_left_x":55,"top_left_y":472,"bottom_right_x":458,"bottom_right_y":489,"content":"Section
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+        | Page 3 of 5","confidence_scores":null,"type":"footer"}]},{"index":3,"markdown":"Quarterly
+        Operations Report\n\n# Approval Signature and Watermark\n\nApproved by: Jordan
+        Lee\n\nSignature\n\nSection 4.1: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.2: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.3: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.4: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.5: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.6: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.7: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 4 of 5","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[{"top_left_x":55,"top_left_y":14,"bottom_right_x":241,"bottom_right_y":33,"content":"Quarterly
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+        Operations Report\n\n# Appendix with Section Boundaries\n\n## 1. Scope\n\n##
+        2. Findings\n\n## 3. Recommendations\n\nSection 5.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nConfidential | Page 5 of 5","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[{"top_left_x":55,"top_left_y":14,"bottom_right_x":241,"bottom_right_y":33,"content":"Quarterly
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 3.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 3.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 3.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
21 0 obj
<<
/Length 1494
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Approval Signature and Watermark) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 4 of 5) Tj T* ET
q
.827451 .827451 .827451 rg
BT /F2 54 Tf 64.8 TL ET
.906308 .422618 -0.422618 .906308 110 390 cm
BT 1 0 0 1 0 0 Tm (DRAFT) Tj T* ET
Q
0 0 0 rg
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 635 Tm (Approved by: Jordan Lee) Tj T* ET
n 45 610 m 310 610 l S
n 55 595 m 75 625 112 602 155 600 c S
BT 1 0 0 1 45 580 Tm (Signature) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 4.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 4.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 4.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 4.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 4.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 4.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 4.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 4.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
22 0 obj
<<
/Length 1327
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Appendix with Section Boundaries) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 5 of 5) Tj T* ET
BT /F2 14 Tf 16.8 TL ET
BT 1 0 0 1 45 700 Tm (1. Scope) Tj T* ET
BT 1 0 0 1 45 650 Tm (2. Findings) Tj T* ET
BT 1 0 0 1 45 600 Tm (3. Recommendations) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 5.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 5.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 5.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 5.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 5.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 5.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 5.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 5.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
xref
0 23
0000000000 65535 f 
0000000061 00000 n 
0000000102 00000 n 
0000000209 00000 n 
0000000321 00000 n 
0000000516 00000 n 
0000006322 00000 n 
0000012824 00000 n 
0000014142 00000 n 
0000014496 00000 n 
0000014664 00000 n 
0000014850 00000 n 
0000015028 00000 n 
0000015256 00000 n 
0000015452 00000 n 
0000015648 00000 n 
0000015718 00000 n 
0000016128 00000 n 
0000016215 00000 n 
0000018552 00000 n 
0000020327 00000 n 
0000022845 00000 n 
0000024391 00000 n 
trailer
<<
/ID 
[<cb011a3ef088e46b638e8b45c01a470f><cb011a3ef088e46b638e8b45c01a470f>]
% ReportLab generated PDF document -- digest (opensource)

/Info 16 0 R
/Root 15 0 R
/Size 23
>>
startxref
25770
%%EOF

+        type: document_url
+      model: mistral/mistral-ocr-4-1
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/4b628172d5b53e8d1795487bade4ae02170297d2f5ed69b27bc0c8b7ce0fa896.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/4b628172d5b53e8d1795487bade4ae02170297d2f5ed69b27bc0c8b7ce0fa896.yaml
new file mode 100644
index 00000000000..6ca5eb11b14
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/4b628172d5b53e8d1795487bade4ae02170297d2f5ed69b27bc0c8b7ce0fa896.yaml
@@ -0,0 +1,124 @@
+interactions:
+- request:
+    body: 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"},"table_format":"markdown"}'
+    headers:
+      Accept:
+      - '*/*'
+      Content-Type:
+      - application/json
+      User-Agent:
+      - litellm/1.101.0
+    method: POST
+    uri: http://parity-provider.invalid/v1/ocr
+  response:
+    body:
+      string: '{"pages":[{"index":0,"markdown":"Quarterly Operations Report\n\n# Invoice
+        Summary and Line Items\n\n[tbl-0.md](tbl-0.md)\n[tbl-1.md](tbl-1.md)\n\nSection
+        1.1: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        1.2: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        1.3: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        1.4: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        1.5: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        1.6: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        1.7: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        1.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 1 of 5","images":[],"tables":[{"id":"tbl-0.md","content":"|  Item |
+        Quantity | Amount  |\n| --- | --- | --- |\n|  Document analysis | 2 | 120.00  |\n|  Document
+        verification | 1 | 80.00  |","format":"markdown","word_confidence_scores":null},{"id":"tbl-1.md","content":"|  Item
+        continued | Quantity | Amount  |\n| --- | --- | --- |\n|  Fixture validation
+        | 3 | 45.00  |\n|  Provider review | 1 | 25.00  |","format":"markdown","word_confidence_scores":null}],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[]},{"index":1,"markdown":"Quarterly
+        Operations Report\n\n# Revenue Chart and Formula Review\n\n![img-0.jpeg](img-0.jpeg)\nQ1\n\n![img-1.jpeg](img-1.jpeg)\nQ2\n\n![img-2.jpeg](img-2.jpeg)\nQ3\n\n![img-3.jpeg](img-3.jpeg)\nQ4\n\n![img-4.jpeg](img-4.jpeg)\n\n![img-5.jpeg](img-5.jpeg)\n\nFormula:
+        gross margin = (revenue - cost) / revenue\n\n![img-6.jpeg](img-6.jpeg)\n\nSection
+        2.1: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        2.2: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        2.3: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        2.4: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        2.5: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        2.6: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        2.7: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        2.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 2 of 5","images":[{"id":"img-0.jpeg","top_left_x":86,"top_left_y":140,"bottom_right_x":177,"bottom_right_y":236,"image_base64":null,"image_annotation":null},{"id":"img-1.jpeg","top_left_x":215,"top_left_y":82,"bottom_right_x":306,"bottom_right_y":236,"image_base64":null,"image_annotation":null},{"id":"img-2.jpeg","top_left_x":345,"top_left_y":115,"bottom_right_x":436,"bottom_right_y":236,"image_base64":null,"image_annotation":null},{"id":"img-3.jpeg","top_left_x":475,"top_left_y":63,"bottom_right_x":563,"bottom_right_y":236,"image_base64":null,"image_annotation":null},{"id":"img-4.jpeg","top_left_x":582,"top_left_y":82,"bottom_right_x":681,"bottom_right_y":178,"image_base64":null,"image_annotation":null},{"id":"img-5.jpeg","top_left_x":582,"top_left_y":210,"bottom_right_x":681,"bottom_right_y":295,"image_base64":null,"image_annotation":null},{"id":"img-6.jpeg","top_left_x":582,"top_left_y":316,"bottom_right_x":647,"bottom_right_y":379,"image_base64":null,"image_annotation":null}],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[]},{"index":2,"markdown":"Quarterly
+        Operations Report\n\n# Key Values, Link, Highlight, and Comment\n\nInvoice
+        Number: INV-2048\n\nPurchase Order: PO-4096\n\nhttps://example.com/invoices/INV-2048\n\nHighlighted
+        total requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\n# Revised total: 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\n![img-7.jpeg](img-7.jpeg)\n\nConfidential
+        | Page 3 of 5","images":[{"id":"img-7.jpeg","top_left_x":135,"top_left_y":759,"bottom_right_x":331,"bottom_right_y":856,"image_base64":null,"image_annotation":null}],"tables":[],"hyperlinks":["https://example.com/invoices/INV-2048"],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[]},{"index":3,"markdown":"Quarterly
+        Operations Report\n\nApproval Signature and Watermark\n\nApproved by: Jordan
+        Lee\n\nSignature\n\nSection 4.1: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 4.2: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 4.3: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 4.4: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 4.5: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 4.6: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 4.7: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 4.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 4 of 5","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[]},{"index":4,"markdown":"Quarterly
+        Operations Report\n\n# Appendix with Section Boundaries\n\n1. Scope\n2. Findings\n3.
+        Recommendations\n\nSection 5.1: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 5.2: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 5.3: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 5.4: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 5.5: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 5.6: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 5.7: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 5.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 5 of 5","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[]}],"model":"mistral-ocr-2512","document_annotation":null,"usage_info":{"pages_processed":5,"doc_size_bytes":26446}}'
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 3.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 3.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 3.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
21 0 obj
<<
/Length 1494
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Approval Signature and Watermark) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 4 of 5) Tj T* ET
q
.827451 .827451 .827451 rg
BT /F2 54 Tf 64.8 TL ET
.906308 .422618 -0.422618 .906308 110 390 cm
BT 1 0 0 1 0 0 Tm (DRAFT) Tj T* ET
Q
0 0 0 rg
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 635 Tm (Approved by: Jordan Lee) Tj T* ET
n 45 610 m 310 610 l S
n 55 595 m 75 625 112 602 155 600 c S
BT 1 0 0 1 45 580 Tm (Signature) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 4.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 4.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 4.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 4.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 4.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 4.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 4.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 4.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
22 0 obj
<<
/Length 1327
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Appendix with Section Boundaries) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 5 of 5) Tj T* ET
BT /F2 14 Tf 16.8 TL ET
BT 1 0 0 1 45 700 Tm (1. Scope) Tj T* ET
BT 1 0 0 1 45 650 Tm (2. Findings) Tj T* ET
BT 1 0 0 1 45 600 Tm (3. Recommendations) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 5.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 5.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 5.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 5.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 5.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 5.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 5.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 5.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
xref
0 23
0000000000 65535 f 
0000000061 00000 n 
0000000102 00000 n 
0000000209 00000 n 
0000000321 00000 n 
0000000516 00000 n 
0000006322 00000 n 
0000012824 00000 n 
0000014142 00000 n 
0000014496 00000 n 
0000014664 00000 n 
0000014850 00000 n 
0000015028 00000 n 
0000015256 00000 n 
0000015452 00000 n 
0000015648 00000 n 
0000015718 00000 n 
0000016128 00000 n 
0000016215 00000 n 
0000018552 00000 n 
0000020327 00000 n 
0000022845 00000 n 
0000024391 00000 n 
trailer
<<
/ID 
[<cb011a3ef088e46b638e8b45c01a470f><cb011a3ef088e46b638e8b45c01a470f>]
% ReportLab generated PDF document -- digest (opensource)

/Info 16 0 R
/Root 15 0 R
/Size 23
>>
startxref
25770
%%EOF

+        type: document_url
+      model: mistral/mistral-ocr-2512
+      table_format: markdown
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/4e4d87350d1af889a5ab6d26260a9b75c1ef71dc72e524adfb1479b68725d659.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/4e4d87350d1af889a5ab6d26260a9b75c1ef71dc72e524adfb1479b68725d659.yaml
new file mode 100644
index 00000000000..ccd5d0e48c0
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/4e4d87350d1af889a5ab6d26260a9b75c1ef71dc72e524adfb1479b68725d659.yaml
@@ -0,0 +1,192 @@
+interactions:
+- request:
+    body: '{"model":"mistral-ocr-latest","document":{"type":"document_url","document_url":"data:application/pdf;base64,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+        Invoice Summary and Line Items\n\n|  Item | Quantity | Amount  |\n| --- |
+        --- | --- |\n|  Document analysis | 2 | 120.00  |\n|  Document verification
+        | 1 | 80.00  |\n\n|  Item continued | Quantity | Amount  |\n| --- | --- |
+        --- |\n|  Fixture validation | 3 | 45.00  |\n|  Provider review | 1 | 25.00  |\n\nSection
+        1.1: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.2: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.3: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.4: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.5: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.6: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.7: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 1 of 5","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[{"top_left_x":55,"top_left_y":14,"bottom_right_x":241,"bottom_right_y":33,"content":"Quarterly
+        Operations Report","confidence_scores":null,"type":"header"},{"top_left_x":55,"top_left_y":42,"bottom_right_x":383,"bottom_right_y":67,"content":"##
+        Invoice Summary and Line Items","confidence_scores":null,"type":"title"},{"top_left_x":55,"top_left_y":78,"bottom_right_x":728,"bottom_right_y":216,"content":"|  Item
+        | Quantity | Amount  |\n| --- | --- | --- |\n|  Document analysis | 2 | 120.00  |\n|  Document
+        verification | 1 | 80.00  |","confidence_scores":null,"type":"table","table_id":null},{"top_left_x":55,"top_left_y":246,"bottom_right_x":728,"bottom_right_y":384,"content":"|  Item
+        continued | Quantity | Amount  |\n| --- | --- | --- |\n|  Fixture validation
+        | 3 | 45.00  |\n|  Provider review | 1 | 25.00  |","confidence_scores":null,"type":"table","table_id":null},{"top_left_x":55,"top_left_y":400,"bottom_right_x":458,"bottom_right_y":417,"content":"Section
+        1.1: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":436,"bottom_right_x":458,"bottom_right_y":453,"content":"Section
+        1.2: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":473,"bottom_right_x":458,"bottom_right_y":489,"content":"Section
+        1.3: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":509,"bottom_right_x":458,"bottom_right_y":526,"content":"Section
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+        | Page 1 of 5","confidence_scores":null,"type":"footer"}]},{"index":1,"markdown":"Quarterly
+        Operations Report\n\n# Revenue Chart and Formula Review\n\n![img-0.jpeg](img-0.jpeg)\n\nQ1\n\n![img-1.jpeg](img-1.jpeg)\n\nQ2\n\n![img-2.jpeg](img-2.jpeg)\n\nQ3\n\n![img-3.jpeg](img-3.jpeg)\n\nQ4\n\n![img-4.jpeg](img-4.jpeg)\n\n![img-5.jpeg](img-5.jpeg)\n\nFormula:
+        gross margin = (revenue - cost) / revenue\n\n![img-6.jpeg](img-6.jpeg)\n\nSection
+        2.1: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.2: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.3: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.4: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.5: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.6: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.7: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 2 of 5","images":[{"id":"img-0.jpeg","top_left_x":87,"top_left_y":141,"bottom_right_x":177,"bottom_right_y":236,"image_base64":null,"image_annotation":null},{"id":"img-1.jpeg","top_left_x":216,"top_left_y":84,"bottom_right_x":306,"bottom_right_y":236,"image_base64":null,"image_annotation":null},{"id":"img-2.jpeg","top_left_x":346,"top_left_y":116,"bottom_right_x":435,"bottom_right_y":236,"image_base64":null,"image_annotation":null},{"id":"img-3.jpeg","top_left_x":476,"top_left_y":65,"bottom_right_x":564,"bottom_right_y":236,"image_base64":null,"image_annotation":null},{"id":"img-4.jpeg","top_left_x":584,"top_left_y":84,"bottom_right_x":681,"bottom_right_y":177,"image_base64":null,"image_annotation":null},{"id":"img-5.jpeg","top_left_x":584,"top_left_y":211,"bottom_right_x":681,"bottom_right_y":295,"image_base64":null,"image_annotation":null},{"id":"img-6.jpeg","top_left_x":584,"top_left_y":315,"bottom_right_x":648,"bottom_right_y":379,"image_base64":null,"image_annotation":null}],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[{"top_left_x":55,"top_left_y":14,"bottom_right_x":239,"bottom_right_y":33,"content":"Quarterly
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+        Operations Report\n\n# Key Values, Link, Highlight, and Comment\n\nInvoice
+        Number: INV-2048\n\nPurchase Order: PO-4096\n\nhttps://example.com/invoices/INV-2048\n\nHighlighted
+        total requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\nRevised total: 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\n![img-7.jpeg](img-7.jpeg)\n\nConfidential
+        | Page 3 of 5","images":[{"id":"img-7.jpeg","top_left_x":138,"top_left_y":763,"bottom_right_x":331,"bottom_right_y":856,"image_base64":null,"image_annotation":null}],"tables":[],"hyperlinks":["https://example.com/invoices/INV-2048"],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[{"top_left_x":55,"top_left_y":14,"bottom_right_x":240,"bottom_right_y":33,"content":"Quarterly
+        Operations Report","confidence_scores":null,"type":"header"},{"top_left_x":55,"top_left_y":41,"bottom_right_x":477,"bottom_right_y":67,"content":"#
+        Key Values, Link, Highlight, and Comment","confidence_scores":null,"type":"title"},{"top_left_x":55,"top_left_y":104,"bottom_right_x":244,"bottom_right_y":122,"content":"Invoice
+        Number: INV-2048","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":136,"bottom_right_x":241,"bottom_right_y":154,"content":"Purchase
+        Order: PO-4096","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":265,"bottom_right_x":330,"bottom_right_y":284,"content":"https://example.com/invoices/INV-2048","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":284,"bottom_right_x":287,"bottom_right_y":304,"content":"Highlighted
+        total requiring review","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":322,"bottom_right_x":491,"bottom_right_y":342,"content":"Reviewer
+        comment: verify the highlighted total before approval","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":368,"bottom_right_x":206,"bottom_right_y":387,"content":"Revised
+        total: 245.00","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":400,"bottom_right_x":458,"bottom_right_y":417,"content":"Section
+        3.1: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"list"},{"top_left_x":55,"top_left_y":435,"bottom_right_x":458,"bottom_right_y":453,"content":"Section
+        3.2: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"list"},{"top_left_x":55,"top_left_y":472,"bottom_right_x":458,"bottom_right_y":489,"content":"Section
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+        | Page 3 of 5","confidence_scores":null,"type":"footer"}]},{"index":3,"markdown":"Quarterly
+        Operations Report\n\n# Approval Signature and Watermark\n\nApproved by: Jordan
+        Lee\n\nSignature\n\nSection 4.1: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.2: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.3: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.4: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.5: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.6: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.7: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 4 of 5","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[{"top_left_x":55,"top_left_y":14,"bottom_right_x":241,"bottom_right_y":33,"content":"Quarterly
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+        Operations Report\n\n# Appendix with Section Boundaries\n\n## 1. Scope\n\n##
+        2. Findings\n\n## 3. Recommendations\n\nSection 5.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nConfidential | Page 5 of 5","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[{"top_left_x":55,"top_left_y":14,"bottom_right_x":241,"bottom_right_y":33,"content":"Quarterly
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 3.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 3.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 3.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
21 0 obj
<<
/Length 1494
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Approval Signature and Watermark) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 4 of 5) Tj T* ET
q
.827451 .827451 .827451 rg
BT /F2 54 Tf 64.8 TL ET
.906308 .422618 -0.422618 .906308 110 390 cm
BT 1 0 0 1 0 0 Tm (DRAFT) Tj T* ET
Q
0 0 0 rg
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 635 Tm (Approved by: Jordan Lee) Tj T* ET
n 45 610 m 310 610 l S
n 55 595 m 75 625 112 602 155 600 c S
BT 1 0 0 1 45 580 Tm (Signature) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 4.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 4.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 4.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 4.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 4.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 4.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 4.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 4.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
22 0 obj
<<
/Length 1327
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Appendix with Section Boundaries) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 5 of 5) Tj T* ET
BT /F2 14 Tf 16.8 TL ET
BT 1 0 0 1 45 700 Tm (1. Scope) Tj T* ET
BT 1 0 0 1 45 650 Tm (2. Findings) Tj T* ET
BT 1 0 0 1 45 600 Tm (3. Recommendations) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 5.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 5.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 5.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 5.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 5.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 5.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 5.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 5.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
xref
0 23
0000000000 65535 f 
0000000061 00000 n 
0000000102 00000 n 
0000000209 00000 n 
0000000321 00000 n 
0000000516 00000 n 
0000006322 00000 n 
0000012824 00000 n 
0000014142 00000 n 
0000014496 00000 n 
0000014664 00000 n 
0000014850 00000 n 
0000015028 00000 n 
0000015256 00000 n 
0000015452 00000 n 
0000015648 00000 n 
0000015718 00000 n 
0000016128 00000 n 
0000016215 00000 n 
0000018552 00000 n 
0000020327 00000 n 
0000022845 00000 n 
0000024391 00000 n 
trailer
<<
/ID 
[<cb011a3ef088e46b638e8b45c01a470f><cb011a3ef088e46b638e8b45c01a470f>]
% ReportLab generated PDF document -- digest (opensource)

/Info 16 0 R
/Root 15 0 R
/Size 23
>>
startxref
25770
%%EOF

+        type: document_url
+      include_image_base64: false
+      model: mistral/mistral-ocr-latest
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/531b8ac261099643b357fef2064627387abf747c80ee95733af00b3d1957bb09.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/531b8ac261099643b357fef2064627387abf747c80ee95733af00b3d1957bb09.yaml
new file mode 100644
index 00000000000..ae751cfb923
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/531b8ac261099643b357fef2064627387abf747c80ee95733af00b3d1957bb09.yaml
@@ -0,0 +1,191 @@
+interactions:
+- request:
+    body: '{"model":"mistral-ocr-4","document":{"type":"document_url","document_url":"data:application/pdf;base64,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+      string: '{"pages":[{"index":0,"markdown":"Quarterly Operations Report\n\n##
+        Invoice Summary and Line Items\n\n|  Item | Quantity | Amount  |\n| --- |
+        --- | --- |\n|  Document analysis | 2 | 120.00  |\n|  Document verification
+        | 1 | 80.00  |\n\n|  Item continued | Quantity | Amount  |\n| --- | --- |
+        --- |\n|  Fixture validation | 3 | 45.00  |\n|  Provider review | 1 | 25.00  |\n\nSection
+        1.1: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.2: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.3: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.4: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.5: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.6: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.7: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 1 of 5","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[{"top_left_x":55,"top_left_y":14,"bottom_right_x":241,"bottom_right_y":33,"content":"Quarterly
+        Operations Report","confidence_scores":null,"type":"header"},{"top_left_x":55,"top_left_y":42,"bottom_right_x":383,"bottom_right_y":67,"content":"##
+        Invoice Summary and Line Items","confidence_scores":null,"type":"title"},{"top_left_x":55,"top_left_y":78,"bottom_right_x":728,"bottom_right_y":216,"content":"|  Item
+        | Quantity | Amount  |\n| --- | --- | --- |\n|  Document analysis | 2 | 120.00  |\n|  Document
+        verification | 1 | 80.00  |","confidence_scores":null,"type":"table","table_id":null},{"top_left_x":55,"top_left_y":246,"bottom_right_x":728,"bottom_right_y":384,"content":"|  Item
+        continued | Quantity | Amount  |\n| --- | --- | --- |\n|  Fixture validation
+        | 3 | 45.00  |\n|  Provider review | 1 | 25.00  |","confidence_scores":null,"type":"table","table_id":null},{"top_left_x":55,"top_left_y":400,"bottom_right_x":458,"bottom_right_y":417,"content":"Section
+        1.1: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":436,"bottom_right_x":458,"bottom_right_y":453,"content":"Section
+        1.2: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":473,"bottom_right_x":458,"bottom_right_y":489,"content":"Section
+        1.3: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":509,"bottom_right_x":458,"bottom_right_y":526,"content":"Section
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+        Operations Report\n\n# Revenue Chart and Formula Review\n\n![img-0.jpeg](img-0.jpeg)\n\nQ1\n\n![img-1.jpeg](img-1.jpeg)\n\nQ2\n\n![img-2.jpeg](img-2.jpeg)\n\nQ3\n\n![img-3.jpeg](img-3.jpeg)\n\nQ4\n\n![img-4.jpeg](img-4.jpeg)\n\n![img-5.jpeg](img-5.jpeg)\n\nFormula:
+        gross margin = (revenue - cost) / revenue\n\n![img-6.jpeg](img-6.jpeg)\n\nSection
+        2.1: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.2: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.3: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.4: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.5: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.6: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.7: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 2 of 5","images":[{"id":"img-0.jpeg","top_left_x":87,"top_left_y":141,"bottom_right_x":177,"bottom_right_y":236,"image_base64":null,"image_annotation":null},{"id":"img-1.jpeg","top_left_x":216,"top_left_y":84,"bottom_right_x":306,"bottom_right_y":236,"image_base64":null,"image_annotation":null},{"id":"img-2.jpeg","top_left_x":346,"top_left_y":116,"bottom_right_x":435,"bottom_right_y":236,"image_base64":null,"image_annotation":null},{"id":"img-3.jpeg","top_left_x":476,"top_left_y":65,"bottom_right_x":564,"bottom_right_y":236,"image_base64":null,"image_annotation":null},{"id":"img-4.jpeg","top_left_x":584,"top_left_y":84,"bottom_right_x":681,"bottom_right_y":177,"image_base64":null,"image_annotation":null},{"id":"img-5.jpeg","top_left_x":584,"top_left_y":211,"bottom_right_x":681,"bottom_right_y":295,"image_base64":null,"image_annotation":null},{"id":"img-6.jpeg","top_left_x":584,"top_left_y":315,"bottom_right_x":648,"bottom_right_y":379,"image_base64":null,"image_annotation":null}],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[{"top_left_x":55,"top_left_y":14,"bottom_right_x":239,"bottom_right_y":33,"content":"Quarterly
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+        Operations Report\n\n# Key Values, Link, Highlight, and Comment\n\nInvoice
+        Number: INV-2048\n\nPurchase Order: PO-4096\n\nhttps://example.com/invoices/INV-2048\n\nHighlighted
+        total requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\nRevised total: 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\n![img-7.jpeg](img-7.jpeg)\n\nConfidential
+        | Page 3 of 5","images":[{"id":"img-7.jpeg","top_left_x":138,"top_left_y":763,"bottom_right_x":331,"bottom_right_y":856,"image_base64":null,"image_annotation":null}],"tables":[],"hyperlinks":["https://example.com/invoices/INV-2048"],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[{"top_left_x":55,"top_left_y":14,"bottom_right_x":240,"bottom_right_y":33,"content":"Quarterly
+        Operations Report","confidence_scores":null,"type":"header"},{"top_left_x":55,"top_left_y":41,"bottom_right_x":477,"bottom_right_y":67,"content":"#
+        Key Values, Link, Highlight, and Comment","confidence_scores":null,"type":"title"},{"top_left_x":55,"top_left_y":104,"bottom_right_x":244,"bottom_right_y":122,"content":"Invoice
+        Number: INV-2048","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":136,"bottom_right_x":241,"bottom_right_y":154,"content":"Purchase
+        Order: PO-4096","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":265,"bottom_right_x":330,"bottom_right_y":284,"content":"https://example.com/invoices/INV-2048","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":284,"bottom_right_x":287,"bottom_right_y":304,"content":"Highlighted
+        total requiring review","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":322,"bottom_right_x":491,"bottom_right_y":342,"content":"Reviewer
+        comment: verify the highlighted total before approval","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":368,"bottom_right_x":206,"bottom_right_y":387,"content":"Revised
+        total: 245.00","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":400,"bottom_right_x":458,"bottom_right_y":417,"content":"Section
+        3.1: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"list"},{"top_left_x":55,"top_left_y":435,"bottom_right_x":458,"bottom_right_y":453,"content":"Section
+        3.2: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"list"},{"top_left_x":55,"top_left_y":472,"bottom_right_x":458,"bottom_right_y":489,"content":"Section
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+        | Page 3 of 5","confidence_scores":null,"type":"footer"}]},{"index":3,"markdown":"Quarterly
+        Operations Report\n\n# Approval Signature and Watermark\n\nApproved by: Jordan
+        Lee\n\nSignature\n\nSection 4.1: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.2: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.3: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.4: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.5: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.6: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.7: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 4 of 5","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[{"top_left_x":55,"top_left_y":14,"bottom_right_x":241,"bottom_right_y":33,"content":"Quarterly
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+        Operations Report\n\n# Appendix with Section Boundaries\n\n## 1. Scope\n\n##
+        2. Findings\n\n## 3. Recommendations\n\nSection 5.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nConfidential | Page 5 of 5","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[{"top_left_x":55,"top_left_y":14,"bottom_right_x":241,"bottom_right_y":33,"content":"Quarterly
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 3.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 3.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 3.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
21 0 obj
<<
/Length 1494
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Approval Signature and Watermark) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 4 of 5) Tj T* ET
q
.827451 .827451 .827451 rg
BT /F2 54 Tf 64.8 TL ET
.906308 .422618 -0.422618 .906308 110 390 cm
BT 1 0 0 1 0 0 Tm (DRAFT) Tj T* ET
Q
0 0 0 rg
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 635 Tm (Approved by: Jordan Lee) Tj T* ET
n 45 610 m 310 610 l S
n 55 595 m 75 625 112 602 155 600 c S
BT 1 0 0 1 45 580 Tm (Signature) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 4.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 4.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 4.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 4.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 4.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 4.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 4.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 4.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
22 0 obj
<<
/Length 1327
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Appendix with Section Boundaries) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 5 of 5) Tj T* ET
BT /F2 14 Tf 16.8 TL ET
BT 1 0 0 1 45 700 Tm (1. Scope) Tj T* ET
BT 1 0 0 1 45 650 Tm (2. Findings) Tj T* ET
BT 1 0 0 1 45 600 Tm (3. Recommendations) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 5.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 5.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 5.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 5.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 5.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 5.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 5.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 5.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
xref
0 23
0000000000 65535 f 
0000000061 00000 n 
0000000102 00000 n 
0000000209 00000 n 
0000000321 00000 n 
0000000516 00000 n 
0000006322 00000 n 
0000012824 00000 n 
0000014142 00000 n 
0000014496 00000 n 
0000014664 00000 n 
0000014850 00000 n 
0000015028 00000 n 
0000015256 00000 n 
0000015452 00000 n 
0000015648 00000 n 
0000015718 00000 n 
0000016128 00000 n 
0000016215 00000 n 
0000018552 00000 n 
0000020327 00000 n 
0000022845 00000 n 
0000024391 00000 n 
trailer
<<
/ID 
[<cb011a3ef088e46b638e8b45c01a470f><cb011a3ef088e46b638e8b45c01a470f>]
% ReportLab generated PDF document -- digest (opensource)

/Info 16 0 R
/Root 15 0 R
/Size 23
>>
startxref
25770
%%EOF

+        type: document_url
+      model: mistral/mistral-ocr-4
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/54ce0991a21ea668e2373d2b05801606b7039583f55a0f85bfe38c7c15712adf.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/54ce0991a21ea668e2373d2b05801606b7039583f55a0f85bfe38c7c15712adf.yaml
new file mode 100644
index 00000000000..90a4abd5574
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/54ce0991a21ea668e2373d2b05801606b7039583f55a0f85bfe38c7c15712adf.yaml
@@ -0,0 +1,67 @@
+interactions:
+- request:
+    body: '{"model":"mistral-ocr-latest","document":{"type":"image_url","image_url":"https://dummyjson.com/image/800x300/ffffff/000000?text=invoice%20123&fontSize=24"}}'
+    headers:
+      Accept:
+      - '*/*'
+      Content-Type:
+      - application/json
+      User-Agent:
+      - litellm/1.101.0
+    method: POST
+    uri: http://parity-provider.invalid/v1/ocr
+  response:
+    body:
+      string: '{"pages":[{"index":0,"markdown":"invoice 123","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":200,"height":300,"width":800},"confidence_scores":null,"blocks":[{"top_left_x":335,"top_left_y":138,"bottom_right_x":464,"bottom_right_y":162,"content":"invoice
+        123","confidence_scores":null,"type":"text"}]}],"model":"mistral-ocr-latest","document_annotation":null,"usage_info":{"pages_processed":1,"doc_size_bytes":4124}}'
+    headers:
+      CF-RAY:
+      - a346d356fb3698ce-SJC
+      Content-Type:
+      - application/json
+      Date:
+      - Tue, 01 Sep 2026 19:54:13 GMT
+      Server:
+      - cloudflare
+      Strict-Transport-Security:
+      - max-age=15552000; includeSubDomains; preload
+      X-Content-Type-Options:
+      - nosniff
+      access-control-allow-origin:
+      - '*'
+      alt-svc:
+      - h3=":443"; ma=86400
+      cf-cache-status:
+      - DYNAMIC
+      mistral-correlation-id:
+      - 01a05e89-52b4-7e7b-983e-5bc4e5469b39
+      x-envoy-upstream-service-time:
+      - '554'
+      x-kong-proxy-latency:
+      - '13'
+      x-kong-request-id:
+      - 01a05e89-52b4-7e7b-983e-5bc4e5469b39
+      x-kong-upstream-latency:
+      - '557'
+      x-ratelimit-limit-ocr-pages-minute:
+      - '60'
+      x-ratelimit-ocr-pages-query-cost:
+      - '1'
+      x-ratelimit-remaining-ocr-pages-minute:
+      - '59'
+    status:
+      code: 200
+      message: ''
+recorded_at: '2026-09-01T19:54:13.880852+00:00'
+ttl_seconds: 0
+version: 1
+x-litellm:
+  case:
+    litellm_input:
+      contract: mistral
+      document:
+        image_url: https://dummyjson.com/image/800x300/ffffff/000000?text=invoice%20123&fontSize=24
+        type: image_url
+      model: mistral/mistral-ocr-latest
+  request_source: python_replay
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/6288bbc7fa109d331374994937107ce19497c2230a0dde199f0aa2cdc7375a1b.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/6288bbc7fa109d331374994937107ce19497c2230a0dde199f0aa2cdc7375a1b.yaml
new file mode 100644
index 00000000000..0a7e91f1416
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/6288bbc7fa109d331374994937107ce19497c2230a0dde199f0aa2cdc7375a1b.yaml
@@ -0,0 +1,122 @@
+interactions:
+- request:
+    body: '{"model":"mistral-ocr-2512","document":{"type":"document_url","document_url":"data:application/pdf;base64,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+    headers:
+      Accept:
+      - '*/*'
+      Content-Type:
+      - application/json
+      User-Agent:
+      - litellm/1.101.0
+    method: POST
+    uri: http://parity-provider.invalid/v1/ocr
+  response:
+    body:
+      string: '{"pages":[{"index":0,"markdown":"Quarterly Operations Report\n\n# Invoice
+        Summary and Line Items\n\n|  Item | Quantity | Amount  |\n| --- | --- | ---
+        |\n|  Document analysis | 2 | 120.00  |\n|  Document verification | 1 | 80.00  |\n\n|  Item
+        continued | Quantity | Amount  |\n| --- | --- | --- |\n|  Fixture validation
+        | 3 | 45.00  |\n|  Provider review | 1 | 25.00  |\n\nSection 1.1: Invoice
+        totals, regional revenue, and reconciliation notes.\nSection 1.2: Invoice
+        totals, regional revenue, and reconciliation notes.\nSection 1.3: Invoice
+        totals, regional revenue, and reconciliation notes.\nSection 1.4: Invoice
+        totals, regional revenue, and reconciliation notes.\nSection 1.5: Invoice
+        totals, regional revenue, and reconciliation notes.\nSection 1.6: Invoice
+        totals, regional revenue, and reconciliation notes.\nSection 1.7: Invoice
+        totals, regional revenue, and reconciliation notes.\nSection 1.8: Invoice
+        totals, regional revenue, and reconciliation notes.\n\nConfidential | Page
+        1 of 5","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[]},{"index":1,"markdown":"Quarterly
+        Operations Report\n\n# Revenue Chart and Formula Review\n\n![img-0.jpeg](img-0.jpeg)\nQ1\n\n![img-1.jpeg](img-1.jpeg)\nQ2\n\n![img-2.jpeg](img-2.jpeg)\nQ3\n\n![img-3.jpeg](img-3.jpeg)\nQ4\n\n![img-4.jpeg](img-4.jpeg)\n\n![img-5.jpeg](img-5.jpeg)\n\nFormula:
+        gross margin = (revenue - cost) / revenue\n\n![img-6.jpeg](img-6.jpeg)\n\nSection
+        2.1: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        2.2: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        2.3: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        2.4: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        2.5: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        2.6: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        2.7: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        2.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 2 of 5","images":[{"id":"img-0.jpeg","top_left_x":86,"top_left_y":140,"bottom_right_x":177,"bottom_right_y":236,"image_base64":null,"image_annotation":null},{"id":"img-1.jpeg","top_left_x":215,"top_left_y":82,"bottom_right_x":306,"bottom_right_y":236,"image_base64":null,"image_annotation":null},{"id":"img-2.jpeg","top_left_x":345,"top_left_y":115,"bottom_right_x":436,"bottom_right_y":236,"image_base64":null,"image_annotation":null},{"id":"img-3.jpeg","top_left_x":475,"top_left_y":63,"bottom_right_x":563,"bottom_right_y":236,"image_base64":null,"image_annotation":null},{"id":"img-4.jpeg","top_left_x":582,"top_left_y":82,"bottom_right_x":681,"bottom_right_y":178,"image_base64":null,"image_annotation":null},{"id":"img-5.jpeg","top_left_x":582,"top_left_y":210,"bottom_right_x":681,"bottom_right_y":295,"image_base64":null,"image_annotation":null},{"id":"img-6.jpeg","top_left_x":582,"top_left_y":316,"bottom_right_x":647,"bottom_right_y":379,"image_base64":null,"image_annotation":null}],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[]},{"index":2,"markdown":"Quarterly
+        Operations Report\n\n# Key Values, Link, Highlight, and Comment\n\nInvoice
+        Number: INV-2048\n\nPurchase Order: PO-4096\n\nhttps://example.com/invoices/INV-2048\n\nHighlighted
+        total requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\n# Revised total: 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\n![img-7.jpeg](img-7.jpeg)\n\nConfidential
+        | Page 3 of 5","images":[{"id":"img-7.jpeg","top_left_x":135,"top_left_y":759,"bottom_right_x":331,"bottom_right_y":856,"image_base64":null,"image_annotation":null}],"tables":[],"hyperlinks":["https://example.com/invoices/INV-2048"],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[]},{"index":3,"markdown":"Quarterly
+        Operations Report\n\nApproval Signature and Watermark\n\nApproved by: Jordan
+        Lee\n\nSignature\n\nSection 4.1: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 4.2: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 4.3: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 4.4: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 4.5: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 4.6: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 4.7: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 4.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 4 of 5","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[]},{"index":4,"markdown":"Quarterly
+        Operations Report\n\n# Appendix with Section Boundaries\n\n1. Scope\n2. Findings\n3.
+        Recommendations\n\nSection 5.1: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 5.2: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 5.3: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 5.4: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 5.5: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 5.6: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 5.7: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 5.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 5 of 5","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[]}],"model":"mistral-ocr-2512","document_annotation":null,"usage_info":{"pages_processed":5,"doc_size_bytes":26446}}'
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 3.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 3.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 3.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
21 0 obj
<<
/Length 1494
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Approval Signature and Watermark) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 4 of 5) Tj T* ET
q
.827451 .827451 .827451 rg
BT /F2 54 Tf 64.8 TL ET
.906308 .422618 -0.422618 .906308 110 390 cm
BT 1 0 0 1 0 0 Tm (DRAFT) Tj T* ET
Q
0 0 0 rg
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 635 Tm (Approved by: Jordan Lee) Tj T* ET
n 45 610 m 310 610 l S
n 55 595 m 75 625 112 602 155 600 c S
BT 1 0 0 1 45 580 Tm (Signature) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 4.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 4.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 4.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 4.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 4.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 4.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 4.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 4.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
22 0 obj
<<
/Length 1327
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Appendix with Section Boundaries) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 5 of 5) Tj T* ET
BT /F2 14 Tf 16.8 TL ET
BT 1 0 0 1 45 700 Tm (1. Scope) Tj T* ET
BT 1 0 0 1 45 650 Tm (2. Findings) Tj T* ET
BT 1 0 0 1 45 600 Tm (3. Recommendations) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 5.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 5.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 5.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 5.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 5.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 5.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 5.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 5.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
xref
0 23
0000000000 65535 f 
0000000061 00000 n 
0000000102 00000 n 
0000000209 00000 n 
0000000321 00000 n 
0000000516 00000 n 
0000006322 00000 n 
0000012824 00000 n 
0000014142 00000 n 
0000014496 00000 n 
0000014664 00000 n 
0000014850 00000 n 
0000015028 00000 n 
0000015256 00000 n 
0000015452 00000 n 
0000015648 00000 n 
0000015718 00000 n 
0000016128 00000 n 
0000016215 00000 n 
0000018552 00000 n 
0000020327 00000 n 
0000022845 00000 n 
0000024391 00000 n 
trailer
<<
/ID 
[<cb011a3ef088e46b638e8b45c01a470f><cb011a3ef088e46b638e8b45c01a470f>]
% ReportLab generated PDF document -- digest (opensource)

/Info 16 0 R
/Root 15 0 R
/Size 23
>>
startxref
25770
%%EOF

+        type: document_url
+      model: mistral/mistral-ocr-2512
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/62a60a5c6797e4c8e01f2d7b408bb555da76bcfb03780a0e02f767f5dabdb9e3.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/62a60a5c6797e4c8e01f2d7b408bb555da76bcfb03780a0e02f767f5dabdb9e3.yaml
new file mode 100644
index 00000000000..84aa542daeb
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/62a60a5c6797e4c8e01f2d7b408bb555da76bcfb03780a0e02f767f5dabdb9e3.yaml
@@ -0,0 +1,146 @@
+interactions:
+- request:
+    body: '{"model":"mistral-ocr-4-1","document":{"type":"document_url","document_url":"data:application/pdf;base64,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+      - application/json
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+      string: '{"pages":[{"index":0,"markdown":"Quarterly Operations Report\n\n##
+        Invoice Summary and Line Items\n\n|  Item | Quantity | Amount  |\n| --- |
+        --- | --- |\n|  Document analysis | 2 | 120.00  |\n|  Document verification
+        | 1 | 80.00  |\n\n|  Item continued | Quantity | Amount  |\n| --- | --- |
+        --- |\n|  Fixture validation | 3 | 45.00  |\n|  Provider review | 1 | 25.00  |\n\nSection
+        1.1: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.2: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.3: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.4: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.5: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.6: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.7: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 1 of 5","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[{"top_left_x":55,"top_left_y":14,"bottom_right_x":241,"bottom_right_y":33,"content":"Quarterly
+        Operations Report","confidence_scores":null,"type":"header"},{"top_left_x":55,"top_left_y":42,"bottom_right_x":383,"bottom_right_y":67,"content":"##
+        Invoice Summary and Line Items","confidence_scores":null,"type":"title"},{"top_left_x":55,"top_left_y":78,"bottom_right_x":728,"bottom_right_y":216,"content":"|  Item
+        | Quantity | Amount  |\n| --- | --- | --- |\n|  Document analysis | 2 | 120.00  |\n|  Document
+        verification | 1 | 80.00  |","confidence_scores":null,"type":"table","table_id":null},{"top_left_x":55,"top_left_y":246,"bottom_right_x":728,"bottom_right_y":384,"content":"|  Item
+        continued | Quantity | Amount  |\n| --- | --- | --- |\n|  Fixture validation
+        | 3 | 45.00  |\n|  Provider review | 1 | 25.00  |","confidence_scores":null,"type":"table","table_id":null},{"top_left_x":55,"top_left_y":400,"bottom_right_x":458,"bottom_right_y":417,"content":"Section
+        1.1: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":436,"bottom_right_x":458,"bottom_right_y":453,"content":"Section
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+        Operations Report\n\n# Revenue Chart and Formula Review\n\n![img-0.jpeg](img-0.jpeg)\n\nQ1\n\n![img-1.jpeg](img-1.jpeg)\n\nQ2\n\n![img-2.jpeg](img-2.jpeg)\n\nQ3\n\n![img-3.jpeg](img-3.jpeg)\n\nQ4\n\n![img-4.jpeg](img-4.jpeg)\n\n![img-5.jpeg](img-5.jpeg)\n\nFormula:
+        gross margin = (revenue - cost) / revenue\n\n![img-6.jpeg](img-6.jpeg)\n\nSection
+        2.1: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.2: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.3: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.4: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.5: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.6: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.7: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 2 of 5","images":[{"id":"img-0.jpeg","top_left_x":87,"top_left_y":141,"bottom_right_x":177,"bottom_right_y":236,"image_base64":null,"image_annotation":null},{"id":"img-1.jpeg","top_left_x":216,"top_left_y":84,"bottom_right_x":306,"bottom_right_y":236,"image_base64":null,"image_annotation":null},{"id":"img-2.jpeg","top_left_x":346,"top_left_y":116,"bottom_right_x":435,"bottom_right_y":236,"image_base64":null,"image_annotation":null},{"id":"img-3.jpeg","top_left_x":476,"top_left_y":65,"bottom_right_x":564,"bottom_right_y":236,"image_base64":null,"image_annotation":null},{"id":"img-4.jpeg","top_left_x":584,"top_left_y":84,"bottom_right_x":681,"bottom_right_y":177,"image_base64":null,"image_annotation":null},{"id":"img-5.jpeg","top_left_x":584,"top_left_y":211,"bottom_right_x":681,"bottom_right_y":295,"image_base64":null,"image_annotation":null},{"id":"img-6.jpeg","top_left_x":584,"top_left_y":315,"bottom_right_x":648,"bottom_right_y":379,"image_base64":null,"image_annotation":null}],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[{"top_left_x":55,"top_left_y":14,"bottom_right_x":239,"bottom_right_y":33,"content":"Quarterly
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+        Operations Report\n\n# Key Values, Link, Highlight, and Comment\n\nInvoice
+        Number: INV-2048\n\nPurchase Order: PO-4096\n\nhttps://example.com/invoices/INV-2048\n\nHighlighted
+        total requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\nRevised total: 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\n![img-7.jpeg](img-7.jpeg)\n\nConfidential
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 3.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 3.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 3.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
21 0 obj
<<
/Length 1494
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Approval Signature and Watermark) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 4 of 5) Tj T* ET
q
.827451 .827451 .827451 rg
BT /F2 54 Tf 64.8 TL ET
.906308 .422618 -0.422618 .906308 110 390 cm
BT 1 0 0 1 0 0 Tm (DRAFT) Tj T* ET
Q
0 0 0 rg
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 635 Tm (Approved by: Jordan Lee) Tj T* ET
n 45 610 m 310 610 l S
n 55 595 m 75 625 112 602 155 600 c S
BT 1 0 0 1 45 580 Tm (Signature) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 4.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 4.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 4.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 4.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 4.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 4.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 4.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 4.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
22 0 obj
<<
/Length 1327
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Appendix with Section Boundaries) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 5 of 5) Tj T* ET
BT /F2 14 Tf 16.8 TL ET
BT 1 0 0 1 45 700 Tm (1. Scope) Tj T* ET
BT 1 0 0 1 45 650 Tm (2. Findings) Tj T* ET
BT 1 0 0 1 45 600 Tm (3. Recommendations) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 5.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 5.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 5.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 5.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 5.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 5.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 5.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 5.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
xref
0 23
0000000000 65535 f 
0000000061 00000 n 
0000000102 00000 n 
0000000209 00000 n 
0000000321 00000 n 
0000000516 00000 n 
0000006322 00000 n 
0000012824 00000 n 
0000014142 00000 n 
0000014496 00000 n 
0000014664 00000 n 
0000014850 00000 n 
0000015028 00000 n 
0000015256 00000 n 
0000015452 00000 n 
0000015648 00000 n 
0000015718 00000 n 
0000016128 00000 n 
0000016215 00000 n 
0000018552 00000 n 
0000020327 00000 n 
0000022845 00000 n 
0000024391 00000 n 
trailer
<<
/ID 
[<cb011a3ef088e46b638e8b45c01a470f><cb011a3ef088e46b638e8b45c01a470f>]
% ReportLab generated PDF document -- digest (opensource)

/Info 16 0 R
/Root 15 0 R
/Size 23
>>
startxref
25770
%%EOF

+        type: document_url
+      model: mistral/mistral-ocr-4-1
+      pages: 0-2
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/6942ca4d2f8439a5b193d7c6011653ed2c1b24aea0bf845c3a654a24da69886d.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/6942ca4d2f8439a5b193d7c6011653ed2c1b24aea0bf845c3a654a24da69886d.yaml
new file mode 100644
index 00000000000..34cc56ed88d
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/6942ca4d2f8439a5b193d7c6011653ed2c1b24aea0bf845c3a654a24da69886d.yaml
@@ -0,0 +1,190 @@
+interactions:
+- request:
+    body: '{"model":"mistral-ocr-latest","document":{"type":"document_url","document_url":"data:application/pdf;base64,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+      string: '{"pages":[{"index":0,"markdown":"Quarterly Operations Report\n\n##
+        Invoice Summary and Line Items\n\n|  Item | Quantity | Amount  |\n| --- |
+        --- | --- |\n|  Document analysis | 2 | 120.00  |\n|  Document verification
+        | 1 | 80.00  |\n\n|  Item continued | Quantity | Amount  |\n| --- | --- |
+        --- |\n|  Fixture validation | 3 | 45.00  |\n|  Provider review | 1 | 25.00  |\n\nSection
+        1.1: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.2: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.3: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.4: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.5: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.6: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.7: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 1 of 5","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[{"top_left_x":55,"top_left_y":14,"bottom_right_x":241,"bottom_right_y":33,"content":"Quarterly
+        Operations Report","confidence_scores":null,"type":"header"},{"top_left_x":55,"top_left_y":42,"bottom_right_x":383,"bottom_right_y":67,"content":"##
+        Invoice Summary and Line Items","confidence_scores":null,"type":"title"},{"top_left_x":55,"top_left_y":78,"bottom_right_x":728,"bottom_right_y":216,"content":"|  Item
+        | Quantity | Amount  |\n| --- | --- | --- |\n|  Document analysis | 2 | 120.00  |\n|  Document
+        verification | 1 | 80.00  |","confidence_scores":null,"type":"table","table_id":null},{"top_left_x":55,"top_left_y":246,"bottom_right_x":728,"bottom_right_y":384,"content":"|  Item
+        continued | Quantity | Amount  |\n| --- | --- | --- |\n|  Fixture validation
+        | 3 | 45.00  |\n|  Provider review | 1 | 25.00  |","confidence_scores":null,"type":"table","table_id":null},{"top_left_x":55,"top_left_y":400,"bottom_right_x":458,"bottom_right_y":417,"content":"Section
+        1.1: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":436,"bottom_right_x":458,"bottom_right_y":453,"content":"Section
+        1.2: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":473,"bottom_right_x":458,"bottom_right_y":489,"content":"Section
+        1.3: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":509,"bottom_right_x":458,"bottom_right_y":526,"content":"Section
+        1.4: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":545,"bottom_right_x":458,"bottom_right_y":562,"content":"Section
+        1.5: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":581,"bottom_right_x":458,"bottom_right_y":598,"content":"Section
+        1.6: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":617,"bottom_right_x":458,"bottom_right_y":634,"content":"Section
+        1.7: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":653,"bottom_right_x":458,"bottom_right_y":670,"content":"Section
+        1.8: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":971,"bottom_right_x":192,"bottom_right_y":988,"content":"Confidential
+        | Page 1 of 5","confidence_scores":null,"type":"footer"}]},{"index":1,"markdown":"Quarterly
+        Operations Report\n\n# Revenue Chart and Formula Review\n\nQ1\n\nQ2\n\nQ3\n\nQ4\n\nFormula:
+        gross margin = (revenue - cost) / revenue\n\nSection 2.1: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 2.2: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 2.3: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 2.4: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 2.5: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 2.6: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 2.7: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 2.8: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nConfidential | Page 2 of 5","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[{"top_left_x":55,"top_left_y":14,"bottom_right_x":239,"bottom_right_y":33,"content":"Quarterly
+        Operations Report","confidence_scores":null,"type":"header"},{"top_left_x":55,"top_left_y":42,"bottom_right_x":412,"bottom_right_y":65,"content":"#
+        Revenue Chart and Formula Review","confidence_scores":null,"type":"title"},{"top_left_x":113,"top_left_y":249,"bottom_right_x":131,"bottom_right_y":263,"content":"Q1","confidence_scores":null,"type":"caption"},{"top_left_x":242,"top_left_y":249,"bottom_right_x":262,"bottom_right_y":263,"content":"Q2","confidence_scores":null,"type":"caption"},{"top_left_x":372,"top_left_y":249,"bottom_right_x":391,"bottom_right_y":263,"content":"Q3","confidence_scores":null,"type":"caption"},{"top_left_x":501,"top_left_y":249,"bottom_right_x":520,"bottom_right_y":263,"content":"Q4","confidence_scores":null,"type":"caption"},{"top_left_x":55,"top_left_y":300,"bottom_right_x":322,"bottom_right_y":316,"content":"Formula:
+        gross margin = (revenue - cost) / revenue","confidence_scores":null,"type":"text"},{"top_left_x":54,"top_left_y":399,"bottom_right_x":456,"bottom_right_y":418,"content":"Section
+        2.1: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":54,"top_left_y":435,"bottom_right_x":455,"bottom_right_y":453,"content":"Section
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+        2.4: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":54,"top_left_y":545,"bottom_right_x":455,"bottom_right_y":561,"content":"Section
+        2.5: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":54,"top_left_y":581,"bottom_right_x":455,"bottom_right_y":597,"content":"Section
+        2.6: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":54,"top_left_y":616,"bottom_right_x":455,"bottom_right_y":633,"content":"Section
+        2.7: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":54,"top_left_y":652,"bottom_right_x":455,"bottom_right_y":670,"content":"Section
+        2.8: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":972,"bottom_right_x":190,"bottom_right_y":988,"content":"Confidential
+        | Page 2 of 5","confidence_scores":null,"type":"footer"}]},{"index":2,"markdown":"Quarterly
+        Operations Report\n\n# Key Values, Link, Highlight, and Comment\n\nInvoice
+        Number: INV-2048\n\nPurchase Order: PO-4096\n\nhttps://example.com/invoices/INV-2048\n\nHighlighted
+        total requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\nRevised total: 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nConfidential | Page 3 of 5","images":[],"tables":[],"hyperlinks":["https://example.com/invoices/INV-2048"],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[{"top_left_x":55,"top_left_y":14,"bottom_right_x":240,"bottom_right_y":33,"content":"Quarterly
+        Operations Report","confidence_scores":null,"type":"header"},{"top_left_x":55,"top_left_y":41,"bottom_right_x":477,"bottom_right_y":67,"content":"#
+        Key Values, Link, Highlight, and Comment","confidence_scores":null,"type":"title"},{"top_left_x":55,"top_left_y":104,"bottom_right_x":244,"bottom_right_y":122,"content":"Invoice
+        Number: INV-2048","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":136,"bottom_right_x":241,"bottom_right_y":154,"content":"Purchase
+        Order: PO-4096","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":265,"bottom_right_x":330,"bottom_right_y":284,"content":"https://example.com/invoices/INV-2048","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":284,"bottom_right_x":287,"bottom_right_y":304,"content":"Highlighted
+        total requiring review","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":322,"bottom_right_x":491,"bottom_right_y":342,"content":"Reviewer
+        comment: verify the highlighted total before approval","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":368,"bottom_right_x":206,"bottom_right_y":387,"content":"Revised
+        total: 245.00","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":400,"bottom_right_x":458,"bottom_right_y":417,"content":"Section
+        3.1: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"list"},{"top_left_x":55,"top_left_y":435,"bottom_right_x":458,"bottom_right_y":453,"content":"Section
+        3.2: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"list"},{"top_left_x":55,"top_left_y":472,"bottom_right_x":458,"bottom_right_y":489,"content":"Section
+        3.3: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"list"},{"top_left_x":55,"top_left_y":508,"bottom_right_x":458,"bottom_right_y":525,"content":"Section
+        3.4: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"list"},{"top_left_x":55,"top_left_y":544,"bottom_right_x":458,"bottom_right_y":561,"content":"Section
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+        3.7: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"list"},{"top_left_x":55,"top_left_y":652,"bottom_right_x":458,"bottom_right_y":670,"content":"Section
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+        | Page 3 of 5","confidence_scores":null,"type":"footer"}]},{"index":3,"markdown":"Quarterly
+        Operations Report\n\n# Approval Signature and Watermark\n\nApproved by: Jordan
+        Lee\n\nSignature\n\nSection 4.1: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.2: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.3: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.4: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.5: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.6: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.7: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 4 of 5","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[{"top_left_x":55,"top_left_y":14,"bottom_right_x":241,"bottom_right_y":33,"content":"Quarterly
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+        Approval Signature and Watermark","confidence_scores":null,"type":"title"},{"top_left_x":55,"top_left_y":188,"bottom_right_x":234,"bottom_right_y":208,"content":"Approved
+        by: Jordan Lee","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":259,"bottom_right_x":128,"bottom_right_y":279,"content":"Signature","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":400,"bottom_right_x":458,"bottom_right_y":418,"content":"Section
+        4.1: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":436,"bottom_right_x":458,"bottom_right_y":454,"content":"Section
+        4.2: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":473,"bottom_right_x":458,"bottom_right_y":491,"content":"Section
+        4.3: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":509,"bottom_right_x":458,"bottom_right_y":526,"content":"Section
+        4.4: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":545,"bottom_right_x":458,"bottom_right_y":562,"content":"Section
+        4.5: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":581,"bottom_right_x":458,"bottom_right_y":598,"content":"Section
+        4.6: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":617,"bottom_right_x":458,"bottom_right_y":634,"content":"Section
+        4.7: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":653,"bottom_right_x":458,"bottom_right_y":671,"content":"Section
+        4.8: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":971,"bottom_right_x":192,"bottom_right_y":988,"content":"Confidential
+        | Page 4 of 5","confidence_scores":null,"type":"footer"}]},{"index":4,"markdown":"Quarterly
+        Operations Report\n\n# Appendix with Section Boundaries\n\n## 1. Scope\n\n##
+        2. Findings\n\n## 3. Recommendations\n\nSection 5.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nConfidential | Page 5 of 5","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[{"top_left_x":55,"top_left_y":14,"bottom_right_x":241,"bottom_right_y":33,"content":"Quarterly
+        Operations Report","confidence_scores":null,"type":"header"},{"top_left_x":55,"top_left_y":41,"bottom_right_x":403,"bottom_right_y":67,"content":"#
+        Appendix with Section Boundaries","confidence_scores":null,"type":"title"},{"top_left_x":55,"top_left_y":102,"bottom_right_x":136,"bottom_right_y":124,"content":"##
+        1. Scope","confidence_scores":null,"type":"title"},{"top_left_x":55,"top_left_y":166,"bottom_right_x":158,"bottom_right_y":188,"content":"##
+        2. Findings","confidence_scores":null,"type":"title"},{"top_left_x":55,"top_left_y":231,"bottom_right_x":244,"bottom_right_y":252,"content":"##
+        3. Recommendations","confidence_scores":null,"type":"title"},{"top_left_x":55,"top_left_y":400,"bottom_right_x":458,"bottom_right_y":417,"content":"Section
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 3.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 3.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 3.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
21 0 obj
<<
/Length 1494
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Approval Signature and Watermark) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 4 of 5) Tj T* ET
q
.827451 .827451 .827451 rg
BT /F2 54 Tf 64.8 TL ET
.906308 .422618 -0.422618 .906308 110 390 cm
BT 1 0 0 1 0 0 Tm (DRAFT) Tj T* ET
Q
0 0 0 rg
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 635 Tm (Approved by: Jordan Lee) Tj T* ET
n 45 610 m 310 610 l S
n 55 595 m 75 625 112 602 155 600 c S
BT 1 0 0 1 45 580 Tm (Signature) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 4.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 4.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 4.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 4.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 4.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 4.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 4.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 4.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
22 0 obj
<<
/Length 1327
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Appendix with Section Boundaries) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 5 of 5) Tj T* ET
BT /F2 14 Tf 16.8 TL ET
BT 1 0 0 1 45 700 Tm (1. Scope) Tj T* ET
BT 1 0 0 1 45 650 Tm (2. Findings) Tj T* ET
BT 1 0 0 1 45 600 Tm (3. Recommendations) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 5.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 5.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 5.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 5.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 5.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 5.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 5.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 5.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
xref
0 23
0000000000 65535 f 
0000000061 00000 n 
0000000102 00000 n 
0000000209 00000 n 
0000000321 00000 n 
0000000516 00000 n 
0000006322 00000 n 
0000012824 00000 n 
0000014142 00000 n 
0000014496 00000 n 
0000014664 00000 n 
0000014850 00000 n 
0000015028 00000 n 
0000015256 00000 n 
0000015452 00000 n 
0000015648 00000 n 
0000015718 00000 n 
0000016128 00000 n 
0000016215 00000 n 
0000018552 00000 n 
0000020327 00000 n 
0000022845 00000 n 
0000024391 00000 n 
trailer
<<
/ID 
[<cb011a3ef088e46b638e8b45c01a470f><cb011a3ef088e46b638e8b45c01a470f>]
% ReportLab generated PDF document -- digest (opensource)

/Info 16 0 R
/Root 15 0 R
/Size 23
>>
startxref
25770
%%EOF

+        type: document_url
+      image_min_size: 300
+      model: mistral/mistral-ocr-latest
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/7727f65058eebe0c68c2a9be97c4777f9a19a7c5a860f5953037e19690bc1154.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/7727f65058eebe0c68c2a9be97c4777f9a19a7c5a860f5953037e19690bc1154.yaml
new file mode 100644
index 00000000000..95f9984895a
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/7727f65058eebe0c68c2a9be97c4777f9a19a7c5a860f5953037e19690bc1154.yaml
@@ -0,0 +1,122 @@
+interactions:
+- request:
+    body: '{"model":"mistral-ocr-3","document":{"type":"document_url","document_url":"data:application/pdf;base64,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+    headers:
+      Accept:
+      - '*/*'
+      Content-Type:
+      - application/json
+      User-Agent:
+      - litellm/1.101.0
+    method: POST
+    uri: http://parity-provider.invalid/v1/ocr
+  response:
+    body:
+      string: '{"pages":[{"index":0,"markdown":"Quarterly Operations Report\n\n# Invoice
+        Summary and Line Items\n\n|  Item | Quantity | Amount  |\n| --- | --- | ---
+        |\n|  Document analysis | 2 | 120.00  |\n|  Document verification | 1 | 80.00  |\n\n|  Item
+        continued | Quantity | Amount  |\n| --- | --- | --- |\n|  Fixture validation
+        | 3 | 45.00  |\n|  Provider review | 1 | 25.00  |\n\nSection 1.1: Invoice
+        totals, regional revenue, and reconciliation notes.\nSection 1.2: Invoice
+        totals, regional revenue, and reconciliation notes.\nSection 1.3: Invoice
+        totals, regional revenue, and reconciliation notes.\nSection 1.4: Invoice
+        totals, regional revenue, and reconciliation notes.\nSection 1.5: Invoice
+        totals, regional revenue, and reconciliation notes.\nSection 1.6: Invoice
+        totals, regional revenue, and reconciliation notes.\nSection 1.7: Invoice
+        totals, regional revenue, and reconciliation notes.\nSection 1.8: Invoice
+        totals, regional revenue, and reconciliation notes.\n\nConfidential | Page
+        1 of 5","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[]},{"index":1,"markdown":"Quarterly
+        Operations Report\n\n# Revenue Chart and Formula Review\n\n![img-0.jpeg](img-0.jpeg)\nQ1\n\n![img-1.jpeg](img-1.jpeg)\nQ2\n\n![img-2.jpeg](img-2.jpeg)\nQ3\n\n![img-3.jpeg](img-3.jpeg)\nQ4\n\n![img-4.jpeg](img-4.jpeg)\n\n![img-5.jpeg](img-5.jpeg)\n\nFormula:
+        gross margin = (revenue - cost) / revenue\n\n![img-6.jpeg](img-6.jpeg)\n\nSection
+        2.1: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        2.2: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        2.3: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        2.4: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        2.5: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        2.6: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        2.7: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        2.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 2 of 5","images":[{"id":"img-0.jpeg","top_left_x":86,"top_left_y":140,"bottom_right_x":177,"bottom_right_y":236,"image_base64":null,"image_annotation":null},{"id":"img-1.jpeg","top_left_x":215,"top_left_y":82,"bottom_right_x":306,"bottom_right_y":236,"image_base64":null,"image_annotation":null},{"id":"img-2.jpeg","top_left_x":345,"top_left_y":115,"bottom_right_x":436,"bottom_right_y":236,"image_base64":null,"image_annotation":null},{"id":"img-3.jpeg","top_left_x":475,"top_left_y":63,"bottom_right_x":563,"bottom_right_y":236,"image_base64":null,"image_annotation":null},{"id":"img-4.jpeg","top_left_x":582,"top_left_y":82,"bottom_right_x":681,"bottom_right_y":178,"image_base64":null,"image_annotation":null},{"id":"img-5.jpeg","top_left_x":582,"top_left_y":210,"bottom_right_x":681,"bottom_right_y":295,"image_base64":null,"image_annotation":null},{"id":"img-6.jpeg","top_left_x":582,"top_left_y":316,"bottom_right_x":647,"bottom_right_y":379,"image_base64":null,"image_annotation":null}],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[]},{"index":2,"markdown":"Quarterly
+        Operations Report\n\n# Key Values, Link, Highlight, and Comment\n\nInvoice
+        Number: INV-2048\n\nPurchase Order: PO-4096\n\nhttps://example.com/invoices/INV-2048\n\nHighlighted
+        total requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\n# Revised total: 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\n![img-7.jpeg](img-7.jpeg)\n\nConfidential
+        | Page 3 of 5","images":[{"id":"img-7.jpeg","top_left_x":135,"top_left_y":759,"bottom_right_x":331,"bottom_right_y":856,"image_base64":null,"image_annotation":null}],"tables":[],"hyperlinks":["https://example.com/invoices/INV-2048"],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[]},{"index":3,"markdown":"Quarterly
+        Operations Report\n\nApproval Signature and Watermark\n\nApproved by: Jordan
+        Lee\n\nSignature\n\nSection 4.1: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 4.2: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 4.3: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 4.4: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 4.5: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 4.6: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 4.7: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 4.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 4 of 5","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[]},{"index":4,"markdown":"Quarterly
+        Operations Report\n\n# Appendix with Section Boundaries\n\n1. Scope\n2. Findings\n3.
+        Recommendations\n\nSection 5.1: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 5.2: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 5.3: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 5.4: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 5.5: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 5.6: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 5.7: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 5.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 5 of 5","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[]}],"model":"mistral-ocr-3","document_annotation":null,"usage_info":{"pages_processed":5,"doc_size_bytes":26446}}'
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 3.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 3.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 3.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
21 0 obj
<<
/Length 1494
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Approval Signature and Watermark) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 4 of 5) Tj T* ET
q
.827451 .827451 .827451 rg
BT /F2 54 Tf 64.8 TL ET
.906308 .422618 -0.422618 .906308 110 390 cm
BT 1 0 0 1 0 0 Tm (DRAFT) Tj T* ET
Q
0 0 0 rg
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 635 Tm (Approved by: Jordan Lee) Tj T* ET
n 45 610 m 310 610 l S
n 55 595 m 75 625 112 602 155 600 c S
BT 1 0 0 1 45 580 Tm (Signature) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 4.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 4.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 4.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 4.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 4.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 4.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 4.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 4.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
22 0 obj
<<
/Length 1327
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Appendix with Section Boundaries) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 5 of 5) Tj T* ET
BT /F2 14 Tf 16.8 TL ET
BT 1 0 0 1 45 700 Tm (1. Scope) Tj T* ET
BT 1 0 0 1 45 650 Tm (2. Findings) Tj T* ET
BT 1 0 0 1 45 600 Tm (3. Recommendations) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 5.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 5.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 5.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 5.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 5.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 5.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 5.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 5.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
xref
0 23
0000000000 65535 f 
0000000061 00000 n 
0000000102 00000 n 
0000000209 00000 n 
0000000321 00000 n 
0000000516 00000 n 
0000006322 00000 n 
0000012824 00000 n 
0000014142 00000 n 
0000014496 00000 n 
0000014664 00000 n 
0000014850 00000 n 
0000015028 00000 n 
0000015256 00000 n 
0000015452 00000 n 
0000015648 00000 n 
0000015718 00000 n 
0000016128 00000 n 
0000016215 00000 n 
0000018552 00000 n 
0000020327 00000 n 
0000022845 00000 n 
0000024391 00000 n 
trailer
<<
/ID 
[<cb011a3ef088e46b638e8b45c01a470f><cb011a3ef088e46b638e8b45c01a470f>]
% ReportLab generated PDF document -- digest (opensource)

/Info 16 0 R
/Root 15 0 R
/Size 23
>>
startxref
25770
%%EOF

+        type: document_url
+      model: mistral/mistral-ocr-3
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/7e880d33d14ef3f85ac13de167ca2b5c2d9bfe00005dd057cd57db7ff16cbbeb.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/7e880d33d14ef3f85ac13de167ca2b5c2d9bfe00005dd057cd57db7ff16cbbeb.yaml
new file mode 100644
index 00000000000..bf5b9ee22e9
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/7e880d33d14ef3f85ac13de167ca2b5c2d9bfe00005dd057cd57db7ff16cbbeb.yaml
@@ -0,0 +1,125 @@
+interactions:
+- request:
+    body: 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3MnRDtrJlBcRjRZZU5qJUFkPVs7P28xSTNXVyRlVlMhbVheSyRiaWg4LEJoTERkSWhlJFYkP0BTYGZIMzRXYm5dMl4hVWRCVGckR3I6Uy8uXXRhdXU/U0lvb21qKkJHOSJvPi4kSGxkMVJPJT49SiI4QG9pNS0xb15ML2xpaEFRPWgyPmtfPC1uS2thQlRnIjFyKjlzKU9VRnVmcmRyTkNII05HJDxQPy9XZmE+bzAwVWE5VWVjJ0dXcFAsMDtZbCJbIjhiMWEobiIrRmNcVG5QKj9TSW9vbiJwIyRNdFc6JlVwMGIjVUlrJTVrak9AOypjP19MbmVbNjNhYTlTbkxONURjaTxtYjgwVWE5VT8yZ0YyamxhVzUvOllLTFAuVlYsKV48Y0UyYypyWSRWJD9AXXVBa1dRIz5RUEQjKTg8cEJsQ2NoWnJdP3FoSkRUbyZUMyxEaG1OJm8vIkhwMFVhOCpGKzddXTRtRGUzLGs7YjEtSFkjcWhmKmlPSFRqSE5xdXJpZW8hXDNNNmYuRitbbmU8Il8uXSJFNG9KKjwybCxXTVpjUVEuUk51Zj1KK01gXGw/VkVDbmVbNjNha1AodDwtXFJtPzlQNGEiZiJaW1tkbEBdaFVuRWQ6K0xoMUJUZyNWcXV0LlxoUiE3K25lWzYzYWtPYUBONF4jazQmN0pZXy5dIkUqVzFXNVMoK2UtcjoxWV8tSFRLWzAyZ1o+U2owKjZeTC9saWhIR0VGbnR1LUk8I0V1YXI4bCUpa1YkOSFtJS0/SSIxamM0NEYrIiovV2dqckYmZkM7QkFmMWpQSj9vTDxdSy9qVCQlazdeSD9mM3JtbSlnVldaWmxucz0pUz84bWZINlxBSEtkX1cmI3JFY19vaylvQ2I8VFA2LlhPY15TPlc4LmJobEEiWzhbbi4pYW4qQGNqUz86WUgqRl9pSS5nJ1tAPG5vInJkY0U8JGgxV2RdTiUrSSlqJWZzSCpkSGQtI1s1PGE8J0NxOllvJyM0XHBSTzRpOyR0bC5QLTljbGRWcFY8U3FxWWwqVilTKWdiTz9FMFQqJEhsZUpdR15dcDdeVXNHNj5qNktuczpfQlxBLT5KbSwxX2EyY1g7XmJFRm05P2lPNGRuWWhQPVZtLSpcYVcnSTRkUW1OclcwIUxFWWwqVikpcy1QUi4oOF1GT0lNckpyOGwkPmlwWGt1RzRWWW8pbTZGQ2ppTWw7bikhZ3NvVmRpalgwRE5gYWE8Nz9wPkdXOVcvcXNzWWwqVilIZkZNOWFMMV0+TztrJSNyOGwmNG1JMCM8Rm5WYnEpa3NTN2ppUC10bitpPi5wU2ExI2hRP187YWgtTU1hRXA9KU5zYEZRJUVpK01dVzskJDRlbDxBOydHXDBCREtgN0dLSl9qSCMqJC5fVksqNnJwby5DcVxwciVEO0wyXEhfJj5lVCJJZ0pBKidpO0hQXm4kSDI1WElmQWdlWl1YPCRnajAmKS9Jc0xVNm9KXS5vZzpUQGJRWW8rZ28mUDVmRGolY0BHcVw6VW1tQCRFakYtJyxUIk1JVm4pWlRLNy9sYzxyUUYodEgjKiJYYzFUa01yOGwmdGtcbW9CWzxaXVJEVldqb0gyI1oyR3JQWjc0bXJCUnI7REV1YWgtaixKQG1cSm8oUDs5LGskbzIxXC1SYmIyNS1rUC5aNm5hNWlmMFErcWdCOGIrcUBTV249OD04a0NYOGIrTTRyMmI+MmsqXWosbz0nK1NablwlXFNyTGtMbnRGSyRtZF1vSE1Dc0goXGBNa0lOU2ZCT3EpPFdoLk5dcidXYS5jNj4sU0VLS1g+Tj1vYC9hbzAzcDNKZE9lUSFkJTNsKkdjZW1TMTM3NyJcdUtENHF0WDU2R3FqVGAvXEgqISluVD1yJGNqamRwVEQpT3EmP2gsOklDPzpNWWtPSjstPGZlRDxGRCxBK0dOU1J1Oj9NcmU+N2hrRSVMak1ZZTIrWEtfVWNoanU+S1QuPW5pPmJvNy1wTWAySVgyQTIhJGZmKTxRRzRnJUluYFoiOG1FMkxVVGpbUGhGZVs3QjxLMSxFPC1FaWhuP15MMjZIIjU+U29EKEBKUk8/Ml9Mcl0+X3JqS1ZDRi1IPTgxUW8xbjYoOUBHRXUham1VWFNeNS9BJSxxYi5HVXAwZGltdW84ODQnMUZZXC8+WHM/ZnNVKF5ba11lJGZjc2wvOlRoW11fOksvLHFiLHFYMEROQCddKz5CYC5gMTUncGNWJVdpcWQ/RUZJWVdrSzddM0dKTHNAYEdOZjNxV0JuVG4qYzR1J1FIM1VuLDZNMUhNXWVkRiRhbDlFdDlXbXJlPU0uV2I2PktGJjFwbXJXXFxBWVwuc1ppLDI+XXIhZlZbcWdRTCljZVknUnEwUTNkbSFjbm9jZVhzUnE3Qm9RcmRNZyxjWCEpL3E3QkwtaVZlV3FUIj9oPW5lV0VlQEYqcmlhUyFrKVxcQXUsJFtXWmA7UWInclJKaGldPk0tOWxwTXJGZzhhQSQtaFNQbCddcGVoPDhpY2hSYkY8XmppZjwxXydhRWovM2UtXGpnO0xONyhXUStyJSppV1dyZyhXQDZnJSdIKHE0NnQ1PVMqVCRWUWpKPTVxKixoJVUoZj5UODFePl9yaktbU2xsLlxHVnVaQmtfXXJLVGYoSD1fbU4kUlYvWSk9c1UvcDwwS0V0QC5LMnVfXyVNSm0oREVcSXRxVSYucmYiMF9haCFXVVx0cG5BP05rKW1EOm0wYk5qRjchO0ZccT01cSosPD0xLDhGWyJPPkhQVF08LF04SVUpMHUxUWI+SSohXER0LEVLdTxNLiwqX2dRWS4uJi5ZZW1ZalNWUVtcWmFmIUFFS0xTNWs0S2guOF5IQ1JTJkMiMCowa2E0XmpVTUU9NTUmUjdjQkhBWCUuJFdaYWYhQUU8LUU9a004Ky5cIjpQUjJpNCQrbjZ0MWVqIy0xKz5dR3Q7Vz0jOVloKityZVQjREYnTTQ6RjRHMkFFLVtJJSslRUtkbigkTGQoPjRBPXEwYD4oPWdTIl09QGhYYjU2bW9gbjhQSVRRWVlOPzlTNWxbRnAnZlVzZ1g3MCRELi5lNjtNXnJaWDJjL0lySXJGLGpaYWYhQUVGW2w1QENZV0woMEI5OkRXJTk8IS1FLyppZWo1RE5WWSVfJ2V1QG9FUShaMypyPlEkUmolNnM0YzpoLicpMD5NMnIjWyhuKk83X0VLZG9lWTVRPmFQUD1ANmA+KD1nXTRdbkQyY1xfaEhQVF08LGpwRDJeVWAlZyVkNyYjRUtkbzVwQU5uTmpJT10pXERlaVRRUTFEN0BjU1FZWmFmIUFFVyU2YF9oSDJvV0ZwNGk6I1wzXnI4bzNiKlMuUixpWy9ZLjxvVzUzZjxgIUgtPzI4XU0zaUVzY2YwaE9gOWVvP2U9T1ZvMnNMIT5hWkkiRkVRKForSUg2c1RaYWYhQW0zX0NhbW9gbjhQUC9vcHJ0Iy1rPW0jfj5lbmRzdHJlYW0KZW5kb2JqCjYgMCBvYmoKPDwKL0JpdHNQZXJDb21wb25lbnQgOCAvQ29sb3JTcGFjZSAvRGV2aWNlUkdCIC9GaWx0ZXIgWyAvQVNDSUk4NURlY29kZSAvRmxhdGVEZWNvZGUgXSAvSGVpZ2h0IDMyMCAvTGVuZ3RoIDYzMTEgL1N1YnR5cGUgL0ltYWdlIAogIC9UeXBlIC9YT2JqZWN0IC9XaWR0aCAzNjAKPj4Kc3RyZWFtCkdiIi9sOTYpO2cmT2BoPmVYVDgrZFFNWkZQbm1RMU04ai8kJDM7ODVOYzljbTkjSVk2JWc2MnBGJS5ybT9YTmoycWQyU1I5MXFvTmxnT01pJyNVYStVUiUyXWQnPzQmOkhlYVJEZDdfWi1eNWdYXERlUXFoJiRJbEJcWzY/YEdOTktQPUQnJ10oVDkzRVNHRy5VXzBEX1FAME5NZ2JyRVwvJ3JaZG9dcmluaWpSZkxEIixdbzwoRjhZTV5yWmFZMGQ+OVxTOj9tZTdXZD9EOFdiI2kibj1CKkd0WChZLi8+WTk2XkUkUyJQY19JMjVvPipvKWA2UzNxMmRTJ3AnZy8/WkwiXDlqU0AqQi1xPD04LGomRVNHSEFZUEFFQFMzJCoqWmFmIydpTFg8RGNlS1hjPmhXaDFgR05MVV1bbXElXS9qaXJaYWYjJ2lMXHE/LE0tITtmQ2A5T0VTR0c8bV1yRExXL2VMZC8/WkwiXDZjWGhNPGJQX1U8aGhWZ09uaGhZMHUtLXA0am1eNSlVcS8pbTkocWk3USt0XidGUiJNXnJaYVkuSE5eL1Q3MEoiTUUoP01WRWspK2NVLWQpaSs7Vm1eJ0ZfW2MnW21qIVQwTWoqTV90bUJhPV5bYyw0dGojUWhRaFkmWiMvP1pMIlw9cT5xNE03cig4XGROSi5ySDtEWm5yZ09EbGRna1hqPyFhZ09nSTsoQSZYJGpmQGBwYHAnaD5palJnQzhgT2dgTDQvNS1JMjVvPjJWXnU/NFBucEttTjguS2llbEtGUmswT0heYDFVVzNuVl9aPl1KVDFhaT0rNE5xZDRFM19LNiJZLi8+WS0uNyNeXiUoMV9cIillbldUSGguYG5cSC4ncUguNSpHZmRDRElbU09idD8nOFVDTzw3JyI5QU1zIjNISGE6KFdeUl5qJz8wYzArKU9sVSlALnJjTUwmTURKV2E+cD9tZUV1RWtnckEuP2xnbCNUJTlLJTRwS1dSMFIjPkk1P11kLnJaakElamRhSCE7XGhEcjZYakdNJS9EWk90OStCOnNxUmpXNDhDYlVUbmwmYjw/PypxQVFLOmhLPFNmLCVeJCc3KDFaK0Y/Uk9gQHNGLGNOPGZjMFc7IU02TClpanMzdWY3RF1yOT4vMiY/WkYmLWs6VSRDSCI0NmxqbFwuc1xGLy8mcTNPJUs+Pz5qWmllbSdJaDNgUzhqMDQqJms6PF5GbWJHTERRVCYxJ1F1S2UhTVgvUkRTcCNDc1onZlVwKWsnaTU2TE5lbzRhQTlIWCNQTUM9NTtDZyspY0VMWS4iW2IoMEI5dWpZR0taN1dhRSRxXmVuWzVLZGk8amMvLEYoMEI7W0NATSxsRiw7aWcpTGZZMU07K0VQaipmYSlQckkiQ05eJFYpMldqai5VRzIuWFJsOmhIJW1GKFMyV2hTRFVHMi5YVGY1YCwhLXRgY21FMFIhWW4qI2xcXk1NUEI3VydFaVxvcj04WVwhLkYwLkNwOic+Tz1gLDNeLVB0IzM9a0BTWEtTLiIlVU07K0M6L1dJV1tjZk8iYzRXVUszJyI5U1NnKS41Q1REUT0sRkErWjgtI1I0MU5caCs3NSRiZzA0PWxUKSciOVNTOWNBXzJUMTdcQSojWlV1TTsrRGUuPzIzVzpHNldLQXAoSyYua1YpZGlAUUhRaFBabydUJ0g+dEZhZFk6YklMVXQtWkFicVJRQipoJkpfY29mXTNNOUpsMmooNGVncmVOZ1tObDspbWshXE9UV1NvJyk7cmlpO29xUE9qWzRcT281VTVrWDtsXDxoNlotYFhXJCV1Myo4bEBXdShPL1RRMmRPPUpSNmZYMChvWEs4Kiw5QUpfKW1lNl41PjlwWXEjM0loXDtsN2lOUFtrREFEWykqcXJkZ29vZFwvO0ZOU0FlUE47WkVidVtFTUhVUGgxOHUjKmU0LjdHYDJgRmtbamEiaSQwJEJjLGIuRU5YPmZKdXJadFBkUTZ1MDpgXk5jXFZfbD1iYVhpYVgtSV09P2ZIPkZgP2FgSCxzRFlYakRtT0leTzouKDYrclAxISw3RmB1NGBCPD1WOGIuPm1RNEtidV5Ga3U8Ij5pXiwuQ1hbVTxRSz09NEBjLzxucDVTVjlqVmk+UGU9OFYtSFlUS3FhUVhaaV1cRT1JVEtpRzFlRCJERF8uamkyUXNXOjosdFYoalJyMiM+b2cucGFnbGA0RUpQc2BsZz40VzNhaFItRV00SjNoS1ZKUWpQQj1GbjorXU4jQWReQVk0NGQ9TkBDO0FuIilJbXM4LnM/QC5QIk9tNy9VRDlbUCwyXCVPTm85OkRwSVw0X1VVbzo7VUludCgpOXBmRUhNImUxajldNlxZa2BZOy4xcFdzbEpJVi9FZ2ZYcz8lTkRsJCJWSikuKjAmQEhFZl1RJkhqc0IhU3JLXGpNOVtQLDJddD8pdGFVXUpIYy0qb1lQSyoqRT02LlVvUE42bFlgcGVjQEkyNF9aRHNtN0o8bU1SRURhJ1U4WUhLbT41PG8mTWZZITNTTFhJI2ciKjM2MjFlRCJ0RFtcbCQ+LU46YUVtTFI6NEJePUxha1REQ3BxJkddQ1xYbFFsOU5QSVAzWDxPaU5aa1NQckhqckhOUTIoaSh0Ry1IMkRTZU46SD0wIVY9R1EjaShVdSloLl9HZ0RdZkhXLW5JcURiU1AoSCkmJi1yLltPXF8iS2RfZ2NJMC05W1AsMic+LSd0T3QoVWlwPVssJ0g3aiwwZDNPIVldSjk+VSZwOyJgZnMuRVZHISYwR11FbTpfaFk9XSYwNmw4NzJzQFNMS2YzKWpSJWQxQ0FwUnReRDk7J25tQl1HU1tvX0ZSVS5PbyZIWGxpKVJIZj1pbzZEVz08bzA0PDhiMiJqQSwpVS9sQEE4Q0ZBJTY3Q2pobkw4Yi8wbGo3My0zT1cqbGZVbydeVGlsVzM9MWVIT2pEajcxJlthM10+T2JVTjJMKmsjSGxdJDo3XyJOJldONyplSGRhMDdiYklvVnVgMk5qSWNgOHA/Zy01VzxeJmlSaU1DLUgnaS9KbStMUHNYRVY2W1InaEZMLCJqOT4obiYvOVxNbUJhS2wpQzk7SVVJayU5R1tuZzhWby81XT1LPSQ6MmoyUTZIKGhsKmA7KzlOW2ExOG5rYCEwOk80Ty5HclZfYGhCYDkoIiguKGY9JjZkKFIyKEFtYCJEPDotS0RaRmptJlApKTVWPl8qX1dfMGkmX0lvQUY0bGZEcWcpWy5uJj8lPlYxJTNZNU9FdT4/OUErZzUhLEsxbnEpM3VcOktocV89Zmw7XEBkcl8tSFYyN05TdHFlRzZRYWFUWkhbbjE3QktXKCNCZEYiNXQ6KWpiPEInXUoyaj1qTHJNT19rISVsaEIlZzJuWSsvaVlJbFNZUE45RXUpdDNMLFpwISYqXTsxQTEuclMsLyxeSFRiYGMrVEUqUSVPRzBOViJVSCIyXllhYTlkQUw6YiRGU2cxJmlUIXEiWFVYOj80MEQzPihBIVZORXAzQFM7ViElOzwxN0JLV14ic1VvRDdXclk1KTJiSjRnMkxRNz9jZkdnKUlyc0lHUVlXVDsvN0FTbGFkOVUuT3E0bVokMDg1Tzk4Y2NPJiQ9Y1JXcC1kM051VkdbbjgqR008PmRGK1EsZXFPR0kqYi5FM09ha09dUG4kYCkoRitjYFQ4XSpdcF1KMmo9alIpI2ZpR08tRkgoUW1oaVNKM21AdTtWVGdXVVZTJTFndWRkY1kuVFxHJy5fUiVkMUNwQEg6Q2NgY1YpbWRrTm4mXmtYZVpiLyJdUE42VEZOVCU8ZW1PP2slakdkXCw4YCRXLCkiLCUpKk9YWGAyajJRNkdvTSo/XEc5WlhQXSZoRDg0SmcobUhvbmxybVBhO19KX08sN1BeRFhEZ1FFODkrY1QrJloiQ0JCNmUhRS1IU3A/TkZAcFlNW1VkPXBISGI+O2AlJ1AqY0RJbjZxInFUTDNvUVNOQEM7QTA5bkpORT8qRyVeSD5YO21YOkJbVkopLipDdTRxQnInUXMjKShmMidHZVNxTiFSRmooNWlEQS03WUVnXWRKdURlX2pIaFMuclVZbj5DKzFnKkhsLHNUJ29TISljSlJiPzxWN1VVTVlaQUlLTXBubzkpJjBCVGckUGhLVGpgVCVFc0VTQGczcURiU1AoSDAoI283U0RnPTpJNCp1L3BVcmEtSFJjVl1TbFNHcCQwa3Vqa1ZHNEB1O1ZULnJUZiszWGU0TlohaU9qbzU5ZiowaCU7ZVByQ21eaDVIOCZZKlFeVDc/Y2V0Mmw6bEhWMUcuXFdTJGNaVExuXnMpalxSI2RLJVUvMDZxJmItSFJjVihmUD5saiwxTGhPdUZxKlhmcCw6PSc8NTNdT2Q8c29ldUNXRio9W143NlcyYWBtNydwP2QkME43bigxMnIqJT10TkpsbC5Dcyg8KiVEQ1pvZCRFTzYycGBncWpVRmxERipmJW1bP25OXDc/Y2V0Mmw6aytlLGMlX1dTJGNaVExuXnMpa1kjb1c8NHNGQzw3RG4xZUQjIWokVjcnbjMobW9rMXFHMkB1O1ZULnJXKFlxKVMtNWNfS1VYLnNZV14tSFJjViRvOycyMDc9MFdtcmxlbDtgJSdQSCIwVmdYLlJBUUhXJ0ZTJ01YYVdmYyw5Vi5dMy5eSUtNcG5vOSkmMEJUZyQ4aEplVXNdLCYoXEghWmhVUDtmQFBQLls9QUUwU0FTMCJrMGdnQSlmMGAmcUNQVVJeKWIpdCkuIWY7UEIoZCpEQT4sTi9DPylbUDUyaE08az9yUURtYz00THIvQHU7VlQ5QkQvJzkrQF4tR3A9MiRQKmEzLlJGYDxIKlYpWlRSTnNQQzJ0QVVXTGNYVVZBMkhtN3A+LjNGa0NCMzhHcD0yJFAuLm5aJERkZC8hSTVuLTlwMnVqMnAxUz9fRF5KN0EySG03WTIwL0A3ZXBaV05GWGs7aE5tI2M/SUphOD0vZVJEODRKZyhtSDRxOjFvZ0RCWTc+aCYpLDY6J1I1XilRLi11I1wzb2w5MjFlSFAhaFFVNlZLS2ElSzZmKEAnUE47LGklSyJsXk8/VFNBNmYoQCdQTjZUPSVEK0hpcVJqMVBLS11xQFNBVkpPXTdEPE5IYjI0O0RdX3JOJ0BcMUQsYm1zJT9MPGAzSFxeMjhCUV9COGFfNmpNcE5nPzxcY01MYjwjdE8hMTdCS1dWO0JrPUJHXj9wVj0haEMxN0JLV05TWlkqQF4oOEViYSJBbmhPKCQvbm06TD1fb2k1PEI6IV9mSDAoIzdSTyU+amhKZGBOIThELjViaWg1RG1IcmFvI0dGYFtoVm50XEJkIS4xLC02LHRIIjJeWWFhOF8jQC4tcmg/SDouWDdQXkRYMD45QGJWMUlGYlRdI0IxMTdCSUFcMlBDZSFUKiJRcHNUX28pdTQwTFlMM0M9XStBOFVQTTFgPiNNTEVMPiRZLidKb2InKyguXkMqOkkzMTw4aychRlJRckhYVCcuO29Ncl9FYmF1dDZOWWYmXFNVOysoXVFKMVBdRGROPEQ+aSJRVjFlRCIlRGFbNSNcXi85IUQzO0puTiRjWilqLEYxVStTWFBxOTkjKW5QMGtQIzYraT0pJUhLXStRK15KbzdQXkRYMDdsLSdNdWhldWVNPS1saEZMLCJqPVUqcVZET0QzXU48U01hVyY/OFAuXDNaODxzSSNUPTwiQk5aXSo1VDhkTkldUzU0YFFOaEsmOldmRGwrOnFQRi9TTDxbLS9MPT5Sb0F1P1x0cVwsW1FbTDcsXkshcDsoKW43NStibkNBKiZcIVJOdWdXMmVvMT9naDJ0MkRRZ10tNz9jZldvTD9BSk9TZUJFVGhVaDNWSikuKkMjMTZzIydjYVwubyUsVWBZOy4xMm9jaltkUW02LEhVW1IzaE8oJC9uZzhTYDdpS0hzTltYWUliOFhBOjhgIi0hNVkyJ2djVSRbSUlzR09dLUhSNGklRWhbLkAsPz87N3MybGw7YCUpJitFJipuIUxVPkJmNV9qWGEsNjlkaEMuUSklJSg8PUo5ZWJJPy46JDk5W1AsMmg3WzZlOlk8PT5cYGA3PjJsOjhPXVk8NyxPIVNXIWhWOkpAYTtcJjc4Uj1vKi8uRWtAPzNdaSszb2w4TFJPIyknMmNgRVwyRDVBXDpFQiNHJ01YYkJgPl1hYCNiLjA5XTVfVFZgWTsuMXBXc2w2Y2NgUDxXT1QhQS1aO10rLF5FMXVZcTZGR11QUUIiNmUocCxkM08iSF1sPjUqakxnLk5xYmJLVDtgJSkmNGA7PDQiJCYiXmY2RXRaYFk7LjFHSmJBVGBXND1YYk0+LWtIL2ZXNlAxU00vXCojKCNhcj8rTFAuXE5jQlRROyNIL2YkJVAxUykjNG49TC1HVD9RY0dvYjlYSCtnbDwtRWpxLzkmQTJmUE42bGFJNyRHKmY/SkBuUk8lPzdEWVtEN25FWmZvOi1iJChyUDEhLDhDXTs3YEI8PVY4YjBVVVFCLmQqWG9iNlk5SmwsZCslIk07PEJbY29RKWY8MTw7MEdkbjdwSyklPk5Ic1YkWnQxOD1uIz1cWCNIUzNvcSojXS5BJE8uSVJuPCxdQU1yYjRDTDs9Uz9CbipkUi1kUC5XKmhXNkhpcTksWjotLUVlIlVQLipndEttQ1hbWEsoNFttLjgtVU5QXCYkSCZpNkFCXjFbPFU5IiF0XUE9Yy0vcmkhUk5SMC4+a2hjJmlPQlhuR1s9KkswXVJiJT9tSShXMVFbLGEqZiYiMmYpSi1FS0tcWi5fT3VNLyg3aUZDNWBAXiciTmdbUT0+PldhPWE9RC1PW3JDIVwlRUNmITdXX3NWYklMVXQtWj03W29fPW06J2MyTy1VKDJJZFYyV2k5UD8yIUdEUik9YU5Vc0ZxPW51PFpnUmFuNiVYSSo9Ti8qKkA9NXBbT1ZQdXI+ZldNKDY4cyRScltsbFo/KlYuM1ZYaEtiMlI0RTozRXRkRHBhcjs7LUVAdCgvLSNTJ0lab1s5LWVfMyhzWygtZ1k0Wj89XG8jPVJFKnNDTSxNOytVQFZbZSFpPzcvNm4zRVAycUUkTmpVRF0lZkVxOGRWJ0RMOE91M29nYENTW1RWZVkvRzInb2k2ZFtFUywsPF9zdW5eaCJGdUNGaVlMTElDP1ddTVJhQS80bm5ZNyM5UzIvcHFEWyNBWmlzZ2NaTCtBR3BCSyQjXm1JaWd0K1MvRGc+aWZYKGdhZFA/MiFVbVwpXSZOUmBKKVQ1U2dYRUxGQWxkazVSS1puX0UpYD4oPWZdL1Q/UGBhSnR1YzwiN2pLPURrYTA1anRoRnNyP2U1KVVxb1YsbGJkaEZOX3RAQHRMUmYydFpeSl9WMilkTz1JZ1xEbDVjSU49ZmhPWD8oKTUpVXJaO0FoK2tYWitbZSZUa2JITUFzTEFXMiYsZS0tUC1cL001OEU0N1swZCteLyc4VjQ3JWhlLVtjWnFndUw3Qm9iXU5EYUFIOTZjQmQhSlFtQTc1IipcKWVPbms5NF1nWE9rRV1KSWY+bjdAS1tkXXU5JjAsRktNMXFuMS5nP3JGIVleTjAlPG4kOXB1WGJCQHUnXi0jUyZeSmldWHRRM1ZkSGdPPzxEQWArY0YuVnAhaT8hKjkjJyI6JDVuOiZAPFNWSCxhP1pGJG9pYDwkJywtVSwoTXNZbzInZlVxUVUoNnExRyVuMU9ZSU5RckVWJihQcVc5WydeViVuUE1WRilaWDpFOmBwNzNIIz1eNXM5RUFRLyhRJDZyWytGUCMsZ2gsPXVGaCRMPGgndTBsYD4saigyYUpKSUdySVg8ZW45IUFEOHFROWEnbWk8bS9jb2A+XUg2UTZlL0g0cForbVFaZDdXZ2dQZClMTmtOKVxZP3RdNy8/Wk0tXDNZJSoydEVSLyJNKWs8TVZGKC9Ub1JbOS9wZFRlWmFmIVFqMTs6JC5CYU8rXlgobnNnUGtJISVTKEVDNSlVcS81SGFHc3JGcmUtcUNKZVpjKyNCTWZ0bjJFV0goWShgPixqImZCWDE1cEBpSnJqMk85QC5ySTAyaVAjNislP2VgLUkyNW8+QiYmUlhyZi5wRk5JMU9SWS4yYGRnWGdobyVAK3JgSTI1bz5CJigpQ3JsUFstN1k8bV8uckkwMkwsc2QnJztYJEtjZjBpOk8xVE4uSXJdVitkQUc3TE1WRikqMm8lQDI5Y0JUIS8/Wk0tXDQuIVZlYnIuakhoOkhHRUxVciIyVFY0U15IUlErRERTRmEkZCRoMWZrNTxERDhvIy43YjloXi5ySS1xTlxQa1M9XjVzOUVMM0trVjU6I2JwJkZdYk0jUkpsM1NKSH4+ZW5kc3RyZWFtCmVuZG9iago3IDAgb2JqCjw8Ci9CaXRzUGVyQ29tcG9uZW50IDggL0NvbG9yU3BhY2UgL0RldmljZVJHQiAvRmlsdGVyIFsgL0FTQ0lJODVEZWNvZGUgL0ZsYXRlRGVjb2RlIF0gL0hlaWdodCAxMjAgL0xlbmd0aCAxMTI3IC9TdWJ0eXBlIC9JbWFnZSAKICAvVHlwZSAvWE9iamVjdCAvV2lkdGggMTIwCj4+CnN0cmVhbQpHYiIwUzk5LE4tJi1VQFxFIXAkZ3BWMjVzMGFrMXRuNyYxL2xDZkBjJmMmSVdZbGw5QUpWaz88RT8nSVdzI003Qj9BUzlPSD9qJUZDcWg3OmhvRkArSiVYZ2xMUk9Cay5uPTJNJXNITUo7bFFaVWdRNl4xLEZvb0BIMUJEVVM6dUdyIkIsaFBRS1ojJixIMyVOJGYwKz1ARlNlV2peTi89MSI4Ikw8RTs+KiIvbEdhQ1IkTW5nIW5pSyU2Z0QpV1JTJkBEKSsmXDRSMForQXM8KnMmcDcsY08yYlpeSz1baGFkbTktKVZmKFxhKEQsXzxXSSRXbUFzX1peVz5kam1WSDJlZjZnSGhPP2BpOExnVlRBYDxON1o7STIiLm1QPFNzIVguMiYpNDJbMypjSFwyMVNKZktpQjI+QTBjNlFxdVphajE0Qi0rQTlmaUc7TDFETGVlQ2FgSDJSPm0vR2VsRkJhKi5TSD5RNSZiMz9scSxnRFdyXTBPbD1UTFcuPzkoazhEY08mPF8qWUM6RkpvXE0jZ20sMkpZRDw1RDJrbXJLcj1fOU9kYmwiKEBZO1hLQFMpUHJsVlFNKEQ7XSo8MWYjQHUlXFR1Mi9wQ2wrPScxMy0xaTwwRl5UTEgxLGUkV0A2ayM+aVY0NU1LPkhGN1BGPW84XCNBOyttIVBGLCFVJE9WYCwqaTFRMUhZKCFpYGB1LjJxXVlpYVM6MjlVNGdZIzkmXG5YPV1XM3RmLEIqNF5gclNQbihDPjEpQVNbSHJPalIlbyZJTjNNbXFsKG1aREooPylFN2pSRVRwPzUkU14jWmFAQ05RUEgsJVtQSXI9NUg2QyckOkIqZSZRZTk0OyloY2pyMSdzZD4hbTxtcUYjO2Y3cUIsZEU4cjlcO2MxTC4+WUQ5MUZIKE8sUXFYNyEzdFpRRT1GXXJYIXM9XC02JzFEWCteXW9GbE49XGNZZDFDbVc4czF1dXNBNiRjT2s4N19pRmcqWjM0Y1hmdUYzYSplPzo+Jkw7TTJJRDlOUyxgYmwvVGQtXlFFS21NcGFeVGhoaDQoaWpyIW9fNW9NZEU9UEBXdTxrNTM/PitCMjtDM19XJFhDUTM/PiJLMjorQFNWKHNwTj1dTGpjczNdbDIjTkJ0JCdQRDo1O1UuI0hyY25yIVgjVURdNDZPJCUvKlAzU3A8NzspPG4hSS9ENF0/WFdON246Zyw/LkA5UCVpTFs6KkJrTlQvNGxDQC9acSFxaSxDZT5kZGtkNExsbmUxJl9RTV9mPjtQbDdWRTFNWldKbXInamxMcW1MUSo0X2lOaHItYmNKX1xjLldIIitwNkxPMSsxJjcnVzZaMjotUUZZNTksJ1M3PnE+QUhKLDdlYE8uKSJeSCtPPiNYPitLX0VPTjA+XWAqVHVfYUhOLlVEVnIhZWFNWE8lZUZDV09TMGNcVGE8UjdIZS9kXkhiVW5OMmZcJk9HSUdWb3QsMDhmODA8K3NSSzJtXkZ+PmVuZHN0cmVhbQplbmRvYmoKOCAwIG9iago8PAovQ29udGVudHMgMTkgMCBSIC9NZWRpYUJveCBbIDAgMCA2MTIgNzkyIF0gL1BhcmVudCAxNyAwIFIgL1Jlc291cmNlcyA8PAovRm9udCAxIDAgUiAvUHJvY1NldCBbIC9QREYgL1RleHQgL0ltYWdlQiAvSW1hZ2VDIC9JbWFnZUkgXSAvWE9iamVjdCA8PAovRm9ybVhvYi4yYTg4YWM2NzEyYzljYTcyN2U0YWQ4ZjI1YmNiZGFlMiA3IDAgUiAvRm9ybVhvYi42YmU0MGVlYWFmMGQ4MWQxODc1MGRjMGE3ZjlkYzIxMyA1IDAgUiAvRm9ybVhvYi5lNWMzMTQ3ZDE4Zjk4NjdhNGYxMDhkM2E1NWEyNDhiNCA2IDAgUgo+Pgo+PiAvUm90YXRlIDAgL1RyYW5zIDw8Cgo+PiAKICAvVHlwZSAvUGFnZQo+PgplbmRvYmoKOSAwIG9iago8PAovQSA8PAovUyAvVVJJIC9UeXBlIC9BY3Rpb24gL1VSSSAoaHR0cHM6Ly9leGFtcGxlLmNvbS9pbnZvaWNlcy9JTlYtMjA0OCkKPj4gL0JvcmRlciBbIDAgMCAwIF0gL1JlY3QgWyA0NSA1NzUgMzAwIDU5MCBdIC9TdWJ0eXBlIC9MaW5rIC9UeXBlIC9Bbm5vdAo+PgplbmRvYmoKMTAgMCBvYmoKPDwKL0MgWyAuODMgLjg5IC45NSBdIC9Db250ZW50cyAoVG90YWwgaGlnaGxpZ2h0ZWQgZm9yIHJldmlldykgL1F1YWRQb2ludHMgWyA0MCA1NzkgNTQwIDU3OSA0MCA1NTUgNTQwIDU1NSBdIC9SZWN0IFsgNDAgNTU1IDU0MCA1NzkgXSAvU3VidHlwZSAvSGlnaGxpZ2h0IC9UeXBlIC9Bbm5vdAo+PgplbmRvYmoKMTEgMCBvYmoKPDwKL0MgWyAwIDAgMCBdIC9Db250ZW50cyAoVmVyaWZ5IHRoZSBoaWdobGlnaHRlZCB0b3RhbCkgL1F1YWRQb2ludHMgWyA1MjAgNTI1IDU0MCA1MjUgNTIwIDU0NSA1NDAgNTQ1IF0gL1JlY3QgWyA1MjAgNTI1IDU0MCA1NDUgXSAvU3VidHlwZSAvVGV4dCAvVHlwZSAvQW5ub3QKPj4KZW5kb2JqCjEyIDAgb2JqCjw8Ci9Bbm5vdHMgWyA5IDAgUiAxMCAwIFIgMTEgMCBSIF0gL0NvbnRlbnRzIDIwIDAgUiAvTWVkaWFCb3ggWyAwIDAgNjEyIDc5MiBdIC9QYXJlbnQgMTcgMCBSIC9SZXNvdXJjZXMgPDwKL0ZvbnQgMSAwIFIgL1Byb2NTZXQgWyAvUERGIC9UZXh0IC9JbWFnZUIgL0ltYWdlQyAvSW1hZ2VJIF0KPj4gL1JvdGF0ZSAwIAogIC9UcmFucyA8PAoKPj4gL1R5cGUgL1BhZ2UKPj4KZW5kb2JqCjEzIDAgb2JqCjw8Ci9Db250ZW50cyAyMSAwIFIgL01lZGlhQm94IFsgMCAwIDYxMiA3OTIgXSAvUGFyZW50IDE3IDAgUiAvUmVzb3VyY2VzIDw8Ci9Gb250IDEgMCBSIC9Qcm9jU2V0IFsgL1BERiAvVGV4dCAvSW1hZ2VCIC9JbWFnZUMgL0ltYWdlSSBdCj4+IC9Sb3RhdGUgMCAvVHJhbnMgPDwKCj4+IAogIC9UeXBlIC9QYWdlCj4+CmVuZG9iagoxNCAwIG9iago8PAovQ29udGVudHMgMjIgMCBSIC9NZWRpYUJveCBbIDAgMCA2MTIgNzkyIF0gL1BhcmVudCAxNyAwIFIgL1Jlc291cmNlcyA8PAovRm9udCAxIDAgUiAvUHJvY1NldCBbIC9QREYgL1RleHQgL0ltYWdlQiAvSW1hZ2VDIC9JbWFnZUkgXQo+PiAvUm90YXRlIDAgL1RyYW5zIDw8Cgo+PiAKICAvVHlwZSAvUGFnZQo+PgplbmRvYmoKMTUgMCBvYmoKPDwKL1BhZ2VNb2RlIC9Vc2VOb25lIC9QYWdlcyAxNyAwIFIgL1R5cGUgL0NhdGFsb2cKPj4KZW5kb2JqCjE2IDAgb2JqCjw8Ci9BdXRob3IgKExpdGVMTE0gcGFyaXR5IGZpeHR1cmUgZ2VuZXJhdG9yKSAvQ3JlYXRpb25EYXRlIChEOjIwMDAwMTAxMDAwMDAwKzAwJzAwJykgL0NyZWF0b3IgKGFub255bW91cykgL0tleXdvcmRzIChkb2N1bWVudCwgaW52b2ljZSwgdGFibGUsIGZpZ3VyZSwgYW5ub3RhdGlvbikgL01vZERhdGUgKEQ6MjAwMDAxMDEwMDAwMDArMDAnMDAnKSAvUHJvZHVjZXIgKFJlcG9ydExhYiBQREYgTGlicmFyeSAtIFwob3BlbnNvdXJjZVwpKSAKICAvU3ViamVjdCAoU2VtYW50aWMgZG9jdW1lbnQgY292ZXJhZ2UgZm9yIHRhYmxlcywgZmlndXJlcywgYW5ub3RhdGlvbnMsIGFuZCBtZXRhZGF0YSkgL1RpdGxlIChRdWFydGVybHkgT3BlcmF0aW9ucyBSZXBvcnQpIC9UcmFwcGVkIC9GYWxzZQo+PgplbmRvYmoKMTcgMCBvYmoKPDwKL0NvdW50IDUgL0tpZHMgWyA0IDAgUiA4IDAgUiAxMiAwIFIgMTMgMCBSIDE0IDAgUiBdIC9UeXBlIC9QYWdlcwo+PgplbmRvYmoKMTggMCBvYmoKPDwKL0xlbmd0aCAyMjg1Cj4+CnN0cmVhbQoxIDAgMCAxIDAgMCBjbSAgQlQgL0YxIDEyIFRmIDE0LjQgVEwgRVQKMCAwIDAgcmcKQlQgL0YxIDExIFRmIDEzLjIgVEwgRVQKQlQgMSAwIDAgMSA0NSA3NzAgVG0gKFF1YXJ0ZXJseSBPcGVyYXRpb25zIFJlcG9ydCkgVGogVCogRVQKQlQgL0YyIDE2IFRmIDE5LjIgVEwgRVQKQlQgMSAwIDAgMSA0NSA3NDUgVG0gKEludm9pY2UgU3VtbWFyeSBhbmQgTGluZSBJdGVtcykgVGogVCogRVQKQlQgL0YxIDkgVGYgMTAuOCBUTCBFVApCVCAxIDAgMCAxIDQ1IDMwIFRtIChDb25maWRlbnRpYWwgfCBQYWdlIDEgb2YgNSkgVGogVCogRVQKbiA0NSA2MjUgbSA0NSA3MzAgbCBTCm4gMjQ1IDYyNSBtIDI0NSA3MzAgbCBTCm4gNDA1IDYyNSBtIDQwNSA3MzAgbCBTCm4gNTY1IDYyNSBtIDU2NSA3MzAgbCBTCm4gNDUgNzMwIG0gNTY1IDczMCBsIFMKbiA0NSA2OTUgbSA1NjUgNjk1IGwgUwpuIDQ1IDY2MCBtIDU2NSA2NjAgbCBTCm4gNDUgNjI1IG0gNTY1IDYyNSBsIFMKQlQgMSAwIDAgMSA1NSA3MDcgVG0gKEl0ZW0pIFRqIFQqIEVUCkJUIDEgMCAwIDEgMjU1IDcwNyBUbSAoUXVhbnRpdHkpIFRqIFQqIEVUCkJUIDEgMCAwIDEgNDE1IDcwNyBUbSAoQW1vdW50KSBUaiBUKiBFVApCVCAxIDAgMCAxIDU1IDY3MiBUbSAoRG9jdW1lbnQgYW5hbHlzaXMpIFRqIFQqIEVUCkJUIDEgMCAwIDEgMjU1IDY3MiBUbSAoMikgVGogVCogRVQKQlQgMSAwIDAgMSA0MTUgNjcyIFRtICgxMjAuMDApIFRqIFQqIEVUCkJUIDEgMCAwIDEgNTUgNjM3IFRtIChEb2N1bWVudCB2ZXJpZmljYXRpb24pIFRqIFQqIEVUCkJUIDEgMCAwIDEgMjU1IDYzNyBUbSAoMSkgVGogVCogRVQKQlQgMSAwIDAgMSA0MTUgNjM3IFRtICg4MC4wMCkgVGogVCogRVQKbiA0NSA0OTUgbSA0NSA2MDAgbCBTCm4gMjQ1IDQ5NSBtIDI0NSA2MDAgbCBTCm4gNDA1IDQ5NSBtIDQwNSA2MDAgbCBTCm4gNTY1IDQ5NSBtIDU2NSA2MDAgbCBTCm4gNDUgNjAwIG0gNTY1IDYwMCBsIFMKbiA0NSA1NjUgbSA1NjUgNTY1IGwgUwpuIDQ1IDUzMCBtIDU2NSA1MzAgbCBTCm4gNDUgNDk1IG0gNTY1IDQ5NSBsIFMKQlQgMSAwIDAgMSA1NSA1NzcgVG0gKEl0ZW0gY29udGludWVkKSBUaiBUKiBFVApCVCAxIDAgMCAxIDI1NSA1NzcgVG0gKFF1YW50aXR5KSBUaiBUKiBFVApCVCAxIDAgMCAxIDQxNSA1NzcgVG0gKEFtb3VudCkgVGogVCogRVQKQlQgMSAwIDAgMSA1NSA1NDIgVG0gKEZpeHR1cmUgdmFsaWRhdGlvbikgVGogVCogRVQKQlQgMSAwIDAgMSAyNTUgNTQyIFRtICgzKSBUaiBUKiBFVApCVCAxIDAgMCAxIDQxNSA1NDIgVG0gKDQ1LjAwKSBUaiBUKiBFVApCVCAxIDAgMCAxIDU1IDUwNyBUbSAoUHJvdmlkZXIgcmV2aWV3KSBUaiBUKiBFVApCVCAxIDAgMCAxIDI1NSA1MDcgVG0gKDEpIFRqIFQqIEVUCkJUIDEgMCAwIDEgNDE1IDUwNyBUbSAoMjUuMDApIFRqIFQqIEVUCkJUIC9GMSAxMCBUZiAxMiBUTCBFVApCVCAxIDAgMCAxIDQ1IDQ3MiBUbSAoU2VjdGlvbiAxLjE6IEludm9pY2UgdG90YWxzLCByZWdpb25hbCByZXZlbnVlLCBhbmQgcmVjb25jaWxpYXRpb24gbm90ZXMuKSBUaiBUKiBFVApCVCAxIDAgMCAxIDQ1IDQ0NCBUbSAoU2VjdGlvbiAxLjI6IEludm9pY2UgdG90YWxzLCByZWdpb25hbCByZXZlbnVlLCBhbmQgcmVjb25jaWxpYXRpb24gbm90ZXMuKSBUaiBUKiBFVApCVCAxIDAgMCAxIDQ1IDQxNiBUbSAoU2VjdGlvbiAxLjM6IEludm9pY2UgdG90YWxzLCByZWdpb25hbCByZXZlbnVlLCBhbmQgcmVjb25jaWxpYXRpb24gbm90ZXMuKSBUaiBUKiBFVApCVCAxIDAgMCAxIDQ1IDM4OCBUbSAoU2VjdGlvbiAxLjQ6IEludm9pY2UgdG90YWxzLCByZWdpb25hbCByZXZlbnVlLCBhbmQgcmVjb25jaWxpYXRpb24gbm90ZXMuKSBUaiBUKiBFVApCVCAxIDAgMCAxIDQ1IDM2MCBUbSAoU2VjdGlvbiAxLjU6IEludm9pY2UgdG90YWxzLCByZWdpb25hbCByZXZlbnVlLCBhbmQgcmVjb25jaWxpYXRpb24gbm90ZXMuKSBUaiBUKiBFVApCVCAxIDAgMCAxIDQ1IDMzMiBUbSAoU2VjdGlvbiAxLjY6IEludm9pY2UgdG90YWxzLCByZWdpb25hbCByZXZlbnVlLCBhbmQgcmVjb25jaWxpYXRpb24gbm90ZXMuKSBUaiBUKiBFVApCVCAxIDAgMCAxIDQ1IDMwNCBUbSAoU2VjdGlvbiAxLjc6IEludm9pY2UgdG90YWxzLCByZWdpb25hbCByZXZlbnVlLCBhbmQgcmVjb25jaWxpYXRpb24gbm90ZXMuKSBUaiBUKiBFVApCVCAxIDAgMCAxIDQ1IDI3NiBUbSAoU2VjdGlvbiAxLjg6IEludm9pY2UgdG90YWxzLCByZWdpb25hbCByZXZlbnVlLCBhbmQgcmVjb25jaWxpYXRpb24gbm90ZXMuKSBUaiBUKiBFVAogCmVuZHN0cmVhbQplbmRvYmoKMTkgMCBvYmoKPDwKL0xlbmd0aCAxNzIzCj4+CnN0cmVhbQoxIDAgMCAxIDAgMCBjbSAgQlQgL0YxIDEyIFRmIDE0LjQgVEwgRVQKMCAwIDAgcmcKQlQgL0YxIDExIFRmIDEzLjIgVEwgRVQKQlQgMSAwIDAgMSA0NSA3NzAgVG0gKFF1YXJ0ZXJseSBPcGVyYXRpb25zIFJlcG9ydCkgVGogVCogRVQKQlQgL0YyIDE2IFRmIDE5LjIgVEwgRVQKQlQgMSAwIDAgMSA0NSA3NDUgVG0gKFJldmVudWUgQ2hhcnQgYW5kIEZvcm11bGEgUmV2aWV3KSBUaiBUKiBFVApCVCAvRjEgOSBUZiAxMC44IFRMIEVUCkJUIDEgMCAwIDEgNDUgMzAgVG0gKENvbmZpZGVudGlhbCB8IFBhZ2UgMiBvZiA1KSBUaiBUKiBFVAouMiAuNDUwOTggLjg1MDk4IHJnCm4gNzAgNjEwIDY1IDcwIHJlIGYqCm4gMTcwIDYxMCA2NSAxMTUgcmUgZioKbiAyNzAgNjEwIDY1IDkwIHJlIGYqCm4gMzcwIDYxMCA2NSAxMzAgcmUgZioKMCAwIDAgcmcKQlQgMSAwIDAgMSA5MCA1OTAgVG0gKFExKSBUaiBUKiBFVApCVCAxIDAgMCAxIDE5MCA1OTAgVG0gKFEyKSBUaiBUKiBFVApCVCAxIDAgMCAxIDI5MCA1OTAgVG0gKFEzKSBUaiBUKiBFVApCVCAxIDAgMCAxIDM5MCA1OTAgVG0gKFE0KSBUaiBUKiBFVApCVCAxIDAgMCAxIDQ1IDU1MCBUbSAoRm9ybXVsYTogZ3Jvc3MgbWFyZ2luID0gXChyZXZlbnVlIC0gY29zdFwpIC8gcmV2ZW51ZSkgVGogVCogRVQKcQo3MCAwIDAgNzAgNDU1IDY1NSBjbQovRm9ybVhvYi42YmU0MGVlYWFmMGQ4MWQxODc1MGRjMGE3ZjlkYzIxMyBEbwpRCnEKNzAgMCAwIDYyIDQ1NSA1NjUgY20KL0Zvcm1Yb2IuZTVjMzE0N2QxOGY5ODY3YTRmMTA4ZDNhNTVhMjQ4YjQgRG8KUQpxCjQ1IDAgMCA0NSA0NTUgNTAwIGNtCi9Gb3JtWG9iLjJhODhhYzY3MTJjOWNhNzI3ZTRhZDhmMjViY2JkYWUyIERvClEKQlQgL0YxIDEwIFRmIDEyIFRMIEVUCkJUIDEgMCAwIDEgNDUgNDcyIFRtIChTZWN0aW9uIDIuMTogSW52b2ljZSB0b3RhbHMsIHJlZ2lvbmFsIHJldmVudWUsIGFuZCByZWNvbmNpbGlhdGlvbiBub3Rlcy4pIFRqIFQqIEVUCkJUIDEgMCAwIDEgNDUgNDQ0IFRtIChTZWN0aW9uIDIuMjogSW52b2ljZSB0b3RhbHMsIHJlZ2lvbmFsIHJldmVudWUsIGFuZCByZWNvbmNpbGlhdGlvbiBub3Rlcy4pIFRqIFQqIEVUCkJUIDEgMCAwIDEgNDUgNDE2IFRtIChTZWN0aW9uIDIuMzogSW52b2ljZSB0b3RhbHMsIHJlZ2lvbmFsIHJldmVudWUsIGFuZCByZWNvbmNpbGlhdGlvbiBub3Rlcy4pIFRqIFQqIEVUCkJUIDEgMCAwIDEgNDUgMzg4IFRtIChTZWN0aW9uIDIuNDogSW52b2ljZSB0b3RhbHMsIHJlZ2lvbmFsIHJldmVudWUsIGFuZCByZWNvbmNpbGlhdGlvbiBub3Rlcy4pIFRqIFQqIEVUCkJUIDEgMCAwIDEgNDUgMzYwIFRtIChTZWN0aW9uIDIuNTogSW52b2ljZSB0b3RhbHMsIHJlZ2lvbmFsIHJldmVudWUsIGFuZCByZWNvbmNpbGlhdGlvbiBub3Rlcy4pIFRqIFQqIEVUCkJUIDEgMCAwIDEgNDUgMzMyIFRtIChTZWN0aW9uIDIuNjogSW52b2ljZSB0b3RhbHMsIHJlZ2lvbmFsIHJldmVudWUsIGFuZCByZWNvbmNpbGlhdGlvbiBub3Rlcy4pIFRqIFQqIEVUCkJUIDEgMCAwIDEgNDUgMzA0IFRtIChTZWN0aW9uIDIuNzogSW52b2ljZSB0b3RhbHMsIHJlZ2lvbmFsIHJldmVudWUsIGFuZCByZWNvbmNpbGlhdGlvbiBub3Rlcy4pIFRqIFQqIEVUCkJUIDEgMCAwIDEgNDUgMjc2IFRtIChTZWN0aW9uIDIuODogSW52b2ljZSB0b3RhbHMsIHJlZ2lvbmFsIHJldmVudWUsIGFuZCByZWNvbmNpbGlhdGlvbiBub3Rlcy4pIFRqIFQqIEVUCiAKZW5kc3RyZWFtCmVuZG9iagoyMCAwIG9iago8PAovTGVuZ3RoIDI0NjYKPj4Kc3RyZWFtCjEgMCAwIDEgMCAwIGNtICBCVCAvRjEgMTIgVGYgMTQuNCBUTCBFVAowIDAgMCByZwpCVCAvRjEgMTEgVGYgMTMuMiBUTCBFVApCVCAxIDAgMCAxIDQ1IDc3MCBUbSAoUXVhcnRlcmx5IE9wZXJhdGlvbnMgUmVwb3J0KSBUaiBUKiBFVApCVCAvRjIgMTYgVGYgMTkuMiBUTCBFVApCVCAxIDAgMCAxIDQ1IDc0NSBUbSAoS2V5IFZhbHVlcywgTGluaywgSGlnaGxpZ2h0LCBhbmQgQ29tbWVudCkgVGogVCogRVQKQlQgL0YxIDkgVGYgMTAuOCBUTCBFVApCVCAxIDAgMCAxIDQ1IDMwIFRtIChDb25maWRlbnRpYWwgfCBQYWdlIDMgb2YgNSkgVGogVCogRVQKQlQgL0YxIDEyIFRmIDE0LjQgVEwgRVQKQlQgMSAwIDAgMSA0NSA3MDAgVG0gKEludm9pY2UgTnVtYmVyOiBJTlYtMjA0OCkgVGogVCogRVQKQlQgMSAwIDAgMSA0NSA2NzUgVG0gKFB1cmNoYXNlIE9yZGVyOiBQTy00MDk2KSBUaiBUKiBFVAouOTQ5MDIgLjkwMTk2MSAuMzUyOTQxIHJnCm4gNDAgNTU1IDUwMCAyNCByZSBmKgowIDAgMCByZwpCVCAxIDAgMCAxIDQ1IDU2MCBUbSAoSGlnaGxpZ2h0ZWQgdG90YWwgcmVxdWlyaW5nIHJldmlldykgVGogVCogRVQKQlQgMSAwIDAgMSA0NSA1MzAgVG0gKFJldmlld2VyIGNvbW1lbnQ6IHZlcmlmeSB0aGUgaGlnaGxpZ2h0ZWQgdG90YWwgYmVmb3JlIGFwcHJvdmFsKSBUaiBUKiBFVAoxIDAgMCByZwpCVCAxIDAgMCAxIDQ1IDQ5NSBUbSAoUmV2aXNlZCB0b3RhbDogMjQ1LjAwKSBUaiBUKiBFVApuIDQ1IDUwMSBtIDE1MCA1MDEgbCBTCjAgMCAwIHJnCkJUIDEgMCAwIDEgNDUgNTc1IFRtIChodHRwczovL2V4YW1wbGUuY29tL2ludm9pY2VzL0lOVi0yMDQ4KSBUaiBUKiBFVApxCjEgMCAwIDEgOTAgMTMwIGNtCm4gMTggMCAyLjQgNzAgcmUgZioKbiAyMS42IDAgMS4yIDcwIHJlIGYqCm4gMjUuMiAwIDMuNiA3MCByZSBmKgpuIDMxLjIgMCAzLjYgNzAgcmUgZioKbiAzOC40IDAgMi40IDcwIHJlIGYqCm4gNDIgMCAxLjIgNzAgcmUgZioKbiA0NC40IDAgMi40IDcwIHJlIGYqCm4gNDkuMiAwIDIuNCA3MCByZSBmKgpuIDUyLjggMCAyLjQgNzAgcmUgZioKbiA1Ny42IDAgMy42IDcwIHJlIGYqCm4gNjIuNCAwIDIuNCA3MCByZSBmKgpuIDY2IDAgMy42IDcwIHJlIGYqCm4gNzAuOCAwIDIuNCA3MCByZSBmKgpuIDc2LjggMCAxLjIgNzAgcmUgZioKbiA4MS42IDAgMS4yIDcwIHJlIGYqCm4gODQgMCAzLjYgNzAgcmUgZioKbiA4OC44IDAgMi40IDcwIHJlIGYqCm4gOTIuNCAwIDMuNiA3MCByZSBmKgpuIDk3LjIgMCAxLjIgNzAgcmUgZioKbiA5OS42IDAgMy42IDcwIHJlIGYqCm4gMTA0LjQgMCAyLjQgNzAgcmUgZioKbiAxMTAuNCAwIDEuMiA3MCByZSBmKgpuIDExMi44IDAgNC44IDcwIHJlIGYqCm4gMTE4LjggMCAzLjYgNzAgcmUgZioKbiAxMjMuNiAwIDMuNiA3MCByZSBmKgpuIDEyOC40IDAgMi40IDcwIHJlIGYqCm4gMTMyIDAgMy42IDcwIHJlIGYqCm4gMTM2LjggMCAyLjQgNzAgcmUgZioKbiAxNDEuNiAwIDEuMiA3MCByZSBmKgpuIDE0NS4yIDAgMy42IDcwIHJlIGYqCm4gMTUwIDAgMi40IDcwIHJlIGYqCm4gMTU2IDAgMy42IDcwIHJlIGYqCm4gMTYwLjggMCAxLjIgNzAgcmUgZioKbiAxNjMuMiAwIDIuNCA3MCByZSBmKgpRCkJUIC9GMSAxMCBUZiAxMiBUTCBFVApCVCAxIDAgMCAxIDQ1IDQ3MiBUbSAoU2VjdGlvbiAzLjE6IEludm9pY2UgdG90YWxzLCByZWdpb25hbCByZXZlbnVlLCBhbmQgcmVjb25jaWxpYXRpb24gbm90ZXMuKSBUaiBUKiBFVApCVCAxIDAgMCAxIDQ1IDQ0NCBUbSAoU2VjdGlvbiAzLjI6IEludm9pY2UgdG90YWxzLCByZWdpb25hbCByZXZlbnVlLCBhbmQgcmVjb25jaWxpYXRpb24gbm90ZXMuKSBUaiBUKiBFVApCVCAxIDAgMCAxIDQ1IDQxNiBUbSAoU2VjdGlvbiAzLjM6IEludm9pY2UgdG90YWxzLCByZWdpb25hbCByZXZlbnVlLCBhbmQgcmVjb25jaWxpYXRpb24gbm90ZXMuKSBUaiBUKiBFVApCVCAxIDAgMCAxIDQ1IDM4OCBUbSAoU2VjdGlvbiAzLjQ6IEludm9pY2UgdG90YWxzLCByZWdpb25hbCByZXZlbnVlLCBhbmQgcmVjb25jaWxpYXRpb24gbm90ZXMuKSBUaiBUKiBFVApCVCAxIDAgMCAxIDQ1IDM2MCBUbSAoU2VjdGlvbiAzLjU6IEludm9pY2UgdG90YWxzLCByZWdpb25hbCByZXZlbnVlLCBhbmQgcmVjb25jaWxpYXRpb24gbm90ZXMuKSBUaiBUKiBFVApCVCAxIDAgMCAxIDQ1IDMzMiBUbSAoU2VjdGlvbiAzLjY6IEludm9pY2UgdG90YWxzLCByZWdpb25hbCByZXZlbnVlLCBhbmQgcmVjb25jaWxpYXRpb24gbm90ZXMuKSBUaiBUKiBFVApCVCAxIDAgMCAxIDQ1IDMwNCBUbSAoU2VjdGlvbiAzLjc6IEludm9pY2UgdG90YWxzLCByZWdpb25hbCByZXZlbnVlLCBhbmQgcmVjb25jaWxpYXRpb24gbm90ZXMuKSBUaiBUKiBFVApCVCAxIDAgMCAxIDQ1IDI3NiBUbSAoU2VjdGlvbiAzLjg6IEludm9pY2UgdG90YWxzLCByZWdpb25hbCByZXZlbnVlLCBhbmQgcmVjb25jaWxpYXRpb24gbm90ZXMuKSBUaiBUKiBFVAogCmVuZHN0cmVhbQplbmRvYmoKMjEgMCBvYmoKPDwKL0xlbmd0aCAxNDk0Cj4+CnN0cmVhbQoxIDAgMCAxIDAgMCBjbSAgQlQgL0YxIDEyIFRmIDE0LjQgVEwgRVQKMCAwIDAgcmcKQlQgL0YxIDExIFRmIDEzLjIgVEwgRVQKQlQgMSAwIDAgMSA0NSA3NzAgVG0gKFF1YXJ0ZXJseSBPcGVyYXRpb25zIFJlcG9ydCkgVGogVCogRVQKQlQgL0YyIDE2IFRmIDE5LjIgVEwgRVQKQlQgMSAwIDAgMSA0NSA3NDUgVG0gKEFwcHJvdmFsIFNpZ25hdHVyZSBhbmQgV2F0ZXJtYXJrKSBUaiBUKiBFVApCVCAvRjEgOSBUZiAxMC44IFRMIEVUCkJUIDEgMCAwIDEgNDUgMzAgVG0gKENvbmZpZGVudGlhbCB8IFBhZ2UgNCBvZiA1KSBUaiBUKiBFVApxCi44Mjc0NTEgLjgyNzQ1MSAuODI3NDUxIHJnCkJUIC9GMiA1NCBUZiA2NC44IFRMIEVUCi45MDYzMDggLjQyMjYxOCAtMC40MjI2MTggLjkwNjMwOCAxMTAgMzkwIGNtCkJUIDEgMCAwIDEgMCAwIFRtIChEUkFGVCkgVGogVCogRVQKUQowIDAgMCByZwpCVCAvRjEgMTIgVGYgMTQuNCBUTCBFVApCVCAxIDAgMCAxIDQ1IDYzNSBUbSAoQXBwcm92ZWQgYnk6IEpvcmRhbiBMZWUpIFRqIFQqIEVUCm4gNDUgNjEwIG0gMzEwIDYxMCBsIFMKbiA1NSA1OTUgbSA3NSA2MjUgMTEyIDYwMiAxNTUgNjAwIGMgUwpCVCAxIDAgMCAxIDQ1IDU4MCBUbSAoU2lnbmF0dXJlKSBUaiBUKiBFVApCVCAvRjEgMTAgVGYgMTIgVEwgRVQKQlQgMSAwIDAgMSA0NSA0NzIgVG0gKFNlY3Rpb24gNC4xOiBJbnZvaWNlIHRvdGFscywgcmVnaW9uYWwgcmV2ZW51ZSwgYW5kIHJlY29uY2lsaWF0aW9uIG5vdGVzLikgVGogVCogRVQKQlQgMSAwIDAgMSA0NSA0NDQgVG0gKFNlY3Rpb24gNC4yOiBJbnZvaWNlIHRvdGFscywgcmVnaW9uYWwgcmV2ZW51ZSwgYW5kIHJlY29uY2lsaWF0aW9uIG5vdGVzLikgVGogVCogRVQKQlQgMSAwIDAgMSA0NSA0MTYgVG0gKFNlY3Rpb24gNC4zOiBJbnZvaWNlIHRvdGFscywgcmVnaW9uYWwgcmV2ZW51ZSwgYW5kIHJlY29uY2lsaWF0aW9uIG5vdGVzLikgVGogVCogRVQKQlQgMSAwIDAgMSA0NSAzODggVG0gKFNlY3Rpb24gNC40OiBJbnZvaWNlIHRvdGFscywgcmVnaW9uYWwgcmV2ZW51ZSwgYW5kIHJlY29uY2lsaWF0aW9uIG5vdGVzLikgVGogVCogRVQKQlQgMSAwIDAgMSA0NSAzNjAgVG0gKFNlY3Rpb24gNC41OiBJbnZvaWNlIHRvdGFscywgcmVnaW9uYWwgcmV2ZW51ZSwgYW5kIHJlY29uY2lsaWF0aW9uIG5vdGVzLikgVGogVCogRVQKQlQgMSAwIDAgMSA0NSAzMzIgVG0gKFNlY3Rpb24gNC42OiBJbnZvaWNlIHRvdGFscywgcmVnaW9uYWwgcmV2ZW51ZSwgYW5kIHJlY29uY2lsaWF0aW9uIG5vdGVzLikgVGogVCogRVQKQlQgMSAwIDAgMSA0NSAzMDQgVG0gKFNlY3Rpb24gNC43OiBJbnZvaWNlIHRvdGFscywgcmVnaW9uYWwgcmV2ZW51ZSwgYW5kIHJlY29uY2lsaWF0aW9uIG5vdGVzLikgVGogVCogRVQKQlQgMSAwIDAgMSA0NSAyNzYgVG0gKFNlY3Rpb24gNC44OiBJbnZvaWNlIHRvdGFscywgcmVnaW9uYWwgcmV2ZW51ZSwgYW5kIHJlY29uY2lsaWF0aW9uIG5vdGVzLikgVGogVCogRVQKIAplbmRzdHJlYW0KZW5kb2JqCjIyIDAgb2JqCjw8Ci9MZW5ndGggMTMyNwo+PgpzdHJlYW0KMSAwIDAgMSAwIDAgY20gIEJUIC9GMSAxMiBUZiAxNC40IFRMIEVUCjAgMCAwIHJnCkJUIC9GMSAxMSBUZiAxMy4yIFRMIEVUCkJUIDEgMCAwIDEgNDUgNzcwIFRtIChRdWFydGVybHkgT3BlcmF0aW9ucyBSZXBvcnQpIFRqIFQqIEVUCkJUIC9GMiAxNiBUZiAxOS4yIFRMIEVUCkJUIDEgMCAwIDEgNDUgNzQ1IFRtIChBcHBlbmRpeCB3aXRoIFNlY3Rpb24gQm91bmRhcmllcykgVGogVCogRVQKQlQgL0YxIDkgVGYgMTAuOCBUTCBFVApCVCAxIDAgMCAxIDQ1IDMwIFRtIChDb25maWRlbnRpYWwgfCBQYWdlIDUgb2YgNSkgVGogVCogRVQKQlQgL0YyIDE0IFRmIDE2LjggVEwgRVQKQlQgMSAwIDAgMSA0NSA3MDAgVG0gKDEuIFNjb3BlKSBUaiBUKiBFVApCVCAxIDAgMCAxIDQ1IDY1MCBUbSAoMi4gRmluZGluZ3MpIFRqIFQqIEVUCkJUIDEgMCAwIDEgNDUgNjAwIFRtICgzLiBSZWNvbW1lbmRhdGlvbnMpIFRqIFQqIEVUCkJUIC9GMSAxMCBUZiAxMiBUTCBFVApCVCAxIDAgMCAxIDQ1IDQ3MiBUbSAoU2VjdGlvbiA1LjE6IEludm9pY2UgdG90YWxzLCByZWdpb25hbCByZXZlbnVlLCBhbmQgcmVjb25jaWxpYXRpb24gbm90ZXMuKSBUaiBUKiBFVApCVCAxIDAgMCAxIDQ1IDQ0NCBUbSAoU2VjdGlvbiA1LjI6IEludm9pY2UgdG90YWxzLCByZWdpb25hbCByZXZlbnVlLCBhbmQgcmVjb25jaWxpYXRpb24gbm90ZXMuKSBUaiBUKiBFVApCVCAxIDAgMCAxIDQ1IDQxNiBUbSAoU2VjdGlvbiA1LjM6IEludm9pY2UgdG90YWxzLCByZWdpb25hbCByZXZlbnVlLCBhbmQgcmVjb25jaWxpYXRpb24gbm90ZXMuKSBUaiBUKiBFVApCVCAxIDAgMCAxIDQ1IDM4OCBUbSAoU2VjdGlvbiA1LjQ6IEludm9pY2UgdG90YWxzLCByZWdpb25hbCByZXZlbnVlLCBhbmQgcmVjb25jaWxpYXRpb24gbm90ZXMuKSBUaiBUKiBFVApCVCAxIDAgMCAxIDQ1IDM2MCBUbSAoU2VjdGlvbiA1LjU6IEludm9pY2UgdG90YWxzLCByZWdpb25hbCByZXZlbnVlLCBhbmQgcmVjb25jaWxpYXRpb24gbm90ZXMuKSBUaiBUKiBFVApCVCAxIDAgMCAxIDQ1IDMzMiBUbSAoU2VjdGlvbiA1LjY6IEludm9pY2UgdG90YWxzLCByZWdpb25hbCByZXZlbnVlLCBhbmQgcmVjb25jaWxpYXRpb24gbm90ZXMuKSBUaiBUKiBFVApCVCAxIDAgMCAxIDQ1IDMwNCBUbSAoU2VjdGlvbiA1Ljc6IEludm9pY2UgdG90YWxzLCByZWdpb25hbCByZXZlbnVlLCBhbmQgcmVjb25jaWxpYXRpb24gbm90ZXMuKSBUaiBUKiBFVApCVCAxIDAgMCAxIDQ1IDI3NiBUbSAoU2VjdGlvbiA1Ljg6IEludm9pY2UgdG90YWxzLCByZWdpb25hbCByZXZlbnVlLCBhbmQgcmVjb25jaWxpYXRpb24gbm90ZXMuKSBUaiBUKiBFVAogCmVuZHN0cmVhbQplbmRvYmoKeHJlZgowIDIzCjAwMDAwMDAwMDAgNjU1MzUgZiAKMDAwMDAwMDA2MSAwMDAwMCBuIAowMDAwMDAwMTAyIDAwMDAwIG4gCjAwMDAwMDAyMDkgMDAwMDAgbiAKMDAwMDAwMDMyMSAwMDAwMCBuIAowMDAwMDAwNTE2IDAwMDAwIG4gCjAwMDAwMDYzMjIgMDAwMDAgbiAKMDAwMDAxMjgyNCAwMDAwMCBuIAowMDAwMDE0MTQyIDAwMDAwIG4gCjAwMDAwMTQ0OTYgMDAwMDAgbiAKMDAwMDAxNDY2NCAwMDAwMCBuIAowMDAwMDE0ODUwIDAwMDAwIG4gCjAwMDAwMTUwMjggMDAwMDAgbiAKMDAwMDAxNTI1NiAwMDAwMCBuIAowMDAwMDE1NDUyIDAwMDAwIG4gCjAwMDAwMTU2NDggMDAwMDAgbiAKMDAwMDAxNTcxOCAwMDAwMCBuIAowMDAwMDE2MTI4IDAwMDAwIG4gCjAwMDAwMTYyMTUgMDAwMDAgbiAKMDAwMDAxODU1M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+    headers:
+      Accept:
+      - '*/*'
+      Content-Type:
+      - application/json
+      User-Agent:
+      - litellm/1.101.0
+    method: POST
+    uri: http://parity-provider.invalid/v1/ocr
+  response:
+    body:
+      string: '{"pages":[{"index":0,"markdown":"Quarterly Operations Report\n\n# Invoice
+        Summary and Line Items\n\n|  Item | Quantity | Amount  |\n| --- | --- | ---
+        |\n|  Document analysis | 2 | 120.00  |\n|  Document verification | 1 | 80.00  |\n\n|  Item
+        continued | Quantity | Amount  |\n| --- | --- | --- |\n|  Fixture validation
+        | 3 | 45.00  |\n|  Provider review | 1 | 25.00  |\n\nSection 1.1: Invoice
+        totals, regional revenue, and reconciliation notes.\nSection 1.2: Invoice
+        totals, regional revenue, and reconciliation notes.\nSection 1.3: Invoice
+        totals, regional revenue, and reconciliation notes.\nSection 1.4: Invoice
+        totals, regional revenue, and reconciliation notes.\nSection 1.5: Invoice
+        totals, regional revenue, and reconciliation notes.\nSection 1.6: Invoice
+        totals, regional revenue, and reconciliation notes.\nSection 1.7: Invoice
+        totals, regional revenue, and reconciliation notes.\nSection 1.8: Invoice
+        totals, regional revenue, and reconciliation notes.\n\n","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":"Confidential
+        | Page 1 of 5","dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[]},{"index":1,"markdown":"Quarterly
+        Operations Report\n\n# Revenue Chart and Formula Review\n\n![img-0.jpeg](img-0.jpeg)\nQ1\n\n![img-1.jpeg](img-1.jpeg)\nQ2\n\n![img-2.jpeg](img-2.jpeg)\nQ3\n\n![img-3.jpeg](img-3.jpeg)\nQ4\n\n![img-4.jpeg](img-4.jpeg)\n\n![img-5.jpeg](img-5.jpeg)\n\nFormula:
+        gross margin = (revenue - cost) / revenue\n\n![img-6.jpeg](img-6.jpeg)\n\nSection
+        2.1: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        2.2: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        2.3: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        2.4: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        2.5: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        2.6: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        2.7: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        2.8: Invoice totals, regional revenue, and reconciliation notes.\n\n","images":[{"id":"img-0.jpeg","top_left_x":86,"top_left_y":140,"bottom_right_x":177,"bottom_right_y":236,"image_base64":null,"image_annotation":null},{"id":"img-1.jpeg","top_left_x":215,"top_left_y":82,"bottom_right_x":306,"bottom_right_y":236,"image_base64":null,"image_annotation":null},{"id":"img-2.jpeg","top_left_x":345,"top_left_y":115,"bottom_right_x":436,"bottom_right_y":236,"image_base64":null,"image_annotation":null},{"id":"img-3.jpeg","top_left_x":475,"top_left_y":63,"bottom_right_x":563,"bottom_right_y":236,"image_base64":null,"image_annotation":null},{"id":"img-4.jpeg","top_left_x":582,"top_left_y":82,"bottom_right_x":681,"bottom_right_y":178,"image_base64":null,"image_annotation":null},{"id":"img-5.jpeg","top_left_x":582,"top_left_y":210,"bottom_right_x":681,"bottom_right_y":295,"image_base64":null,"image_annotation":null},{"id":"img-6.jpeg","top_left_x":582,"top_left_y":316,"bottom_right_x":647,"bottom_right_y":379,"image_base64":null,"image_annotation":null}],"tables":[],"hyperlinks":[],"header":null,"footer":"Confidential
+        | Page 2 of 5","dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[]},{"index":2,"markdown":"Quarterly
+        Operations Report\n\n# Key Values, Link, Highlight, and Comment\n\nInvoice
+        Number: INV-2048\n\nPurchase Order: PO-4096\n\nhttps://example.com/invoices/INV-2048\n\nHighlighted
+        total requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\n# Revised total: 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\n![img-7.jpeg](img-7.jpeg)\n\n","images":[{"id":"img-7.jpeg","top_left_x":135,"top_left_y":759,"bottom_right_x":331,"bottom_right_y":856,"image_base64":null,"image_annotation":null}],"tables":[],"hyperlinks":["https://example.com/invoices/INV-2048"],"header":null,"footer":"Confidential
+        | Page 3 of 5","dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[]},{"index":3,"markdown":"Quarterly
+        Operations Report\n\nApproval Signature and Watermark\n\nApproved by: Jordan
+        Lee\n\nSignature\n\nSection 4.1: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 4.2: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 4.3: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 4.4: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 4.5: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 4.6: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 4.7: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 4.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\n","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":"Confidential
+        | Page 4 of 5","dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[]},{"index":4,"markdown":"Quarterly
+        Operations Report\n\n# Appendix with Section Boundaries\n\n1. Scope\n2. Findings\n3.
+        Recommendations\n\nSection 5.1: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 5.2: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 5.3: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 5.4: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 5.5: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 5.6: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 5.7: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 5.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\n","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":"Confidential
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 3.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 3.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 3.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
21 0 obj
<<
/Length 1494
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Approval Signature and Watermark) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 4 of 5) Tj T* ET
q
.827451 .827451 .827451 rg
BT /F2 54 Tf 64.8 TL ET
.906308 .422618 -0.422618 .906308 110 390 cm
BT 1 0 0 1 0 0 Tm (DRAFT) Tj T* ET
Q
0 0 0 rg
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 635 Tm (Approved by: Jordan Lee) Tj T* ET
n 45 610 m 310 610 l S
n 55 595 m 75 625 112 602 155 600 c S
BT 1 0 0 1 45 580 Tm (Signature) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 4.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 4.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 4.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 4.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 4.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 4.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 4.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 4.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
22 0 obj
<<
/Length 1327
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Appendix with Section Boundaries) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 5 of 5) Tj T* ET
BT /F2 14 Tf 16.8 TL ET
BT 1 0 0 1 45 700 Tm (1. Scope) Tj T* ET
BT 1 0 0 1 45 650 Tm (2. Findings) Tj T* ET
BT 1 0 0 1 45 600 Tm (3. Recommendations) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 5.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 5.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 5.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 5.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 5.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 5.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 5.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 5.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
xref
0 23
0000000000 65535 f 
0000000061 00000 n 
0000000102 00000 n 
0000000209 00000 n 
0000000321 00000 n 
0000000516 00000 n 
0000006322 00000 n 
0000012824 00000 n 
0000014142 00000 n 
0000014496 00000 n 
0000014664 00000 n 
0000014850 00000 n 
0000015028 00000 n 
0000015256 00000 n 
0000015452 00000 n 
0000015648 00000 n 
0000015718 00000 n 
0000016128 00000 n 
0000016215 00000 n 
0000018552 00000 n 
0000020327 00000 n 
0000022845 00000 n 
0000024391 00000 n 
trailer
<<
/ID 
[<cb011a3ef088e46b638e8b45c01a470f><cb011a3ef088e46b638e8b45c01a470f>]
% ReportLab generated PDF document -- digest (opensource)

/Info 16 0 R
/Root 15 0 R
/Size 23
>>
startxref
25770
%%EOF

+        type: document_url
+      extract_footer: true
+      model: mistral/mistral-ocr-2512
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/7f7dc004625cb90e3f4bd2f473fda532390140ade4e10b5bb07570ca7b372499.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/7f7dc004625cb90e3f4bd2f473fda532390140ade4e10b5bb07570ca7b372499.yaml
new file mode 100644
index 00000000000..748948e5e8c
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/7f7dc004625cb90e3f4bd2f473fda532390140ade4e10b5bb07570ca7b372499.yaml
@@ -0,0 +1,82 @@
+interactions:
+- request:
+    body: '{"model":"mistral-ocr-latest","document":{"type":"image_url","image_url":"https://dummyjson.com/image/800x300/ffffff/000000?text=invoice%20123&fontSize=24"},"bbox_annotation_format":{"type":"json_schema","json_schema":{"name":"bounding_boxes","description":"Extract
+      the visible document fields","schema":{"additionalProperties":false,"properties":{"title":{"type":"string"}},"required":["title"],"type":"object"},"strict":true}}}'
+    headers:
+      Accept:
+      - '*/*'
+      Content-Type:
+      - application/json
+      User-Agent:
+      - litellm/1.101.0
+    method: POST
+    uri: http://parity-provider.invalid/v1/ocr
+  response:
+    body:
+      string: '{"pages":[{"index":0,"markdown":"invoice 123","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":200,"height":300,"width":800},"confidence_scores":null,"blocks":[{"top_left_x":335,"top_left_y":138,"bottom_right_x":464,"bottom_right_y":162,"content":"invoice
+        123","confidence_scores":null,"type":"text"}]}],"model":"mistral-ocr-latest","document_annotation":null,"usage_info":{"pages_processed":1,"doc_size_bytes":4124}}'
+    headers:
+      CF-RAY:
+      - a346d369be838fc5-SJC
+      Content-Type:
+      - application/json
+      Date:
+      - Tue, 01 Sep 2026 19:54:16 GMT
+      Server:
+      - cloudflare
+      Strict-Transport-Security:
+      - max-age=15552000; includeSubDomains; preload
+      X-Content-Type-Options:
+      - nosniff
+      access-control-allow-origin:
+      - '*'
+      alt-svc:
+      - h3=":443"; ma=86400
+      cf-cache-status:
+      - DYNAMIC
+      mistral-correlation-id:
+      - 01a05e89-5e6e-70ac-890d-c0110a5e81af
+      x-envoy-upstream-service-time:
+      - '210'
+      x-kong-proxy-latency:
+      - '17'
+      x-kong-request-id:
+      - 01a05e89-5e6e-70ac-890d-c0110a5e81af
+      x-kong-upstream-latency:
+      - '212'
+      x-ratelimit-limit-ocr-pages-minute:
+      - '60'
+      x-ratelimit-ocr-pages-query-cost:
+      - '1'
+      x-ratelimit-remaining-ocr-pages-minute:
+      - '54'
+    status:
+      code: 200
+      message: ''
+recorded_at: '2026-09-01T19:54:16.402593+00:00'
+ttl_seconds: 0
+version: 1
+x-litellm:
+  case:
+    litellm_input:
+      bbox_annotation_format:
+        json_schema:
+          description: Extract the visible document fields
+          name: bounding_boxes
+          schema:
+            additionalProperties: false
+            properties:
+              title:
+                type: string
+            required:
+            - title
+            type: object
+          strict: true
+        type: json_schema
+      contract: mistral
+      document:
+        image_url: https://dummyjson.com/image/800x300/ffffff/000000?text=invoice%20123&fontSize=24
+        type: image_url
+      model: mistral/mistral-ocr-latest
+  request_source: python_replay
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/82ad5009dfdbf2a2e75bb0522f542e50f005edc0c7875e530158492b15423248.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/82ad5009dfdbf2a2e75bb0522f542e50f005edc0c7875e530158492b15423248.yaml
new file mode 100644
index 00000000000..025954c4f80
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/82ad5009dfdbf2a2e75bb0522f542e50f005edc0c7875e530158492b15423248.yaml
@@ -0,0 +1,192 @@
+interactions:
+- request:
+    body: '{"model":"mistral-ocr-4-1","document":{"type":"document_url","document_url":"data:application/pdf;base64,JVBERi0xLjQKJZOMi54gUmVwb3J0TGFiIEdlbmVyYXRlZCBQREYgZG9jdW1lbnQgKG9wZW5zb3VyY2UpCjEgMCBvYmoKPDwKL0YxIDIgMCBSIC9GMiAzIDAgUgo+PgplbmRvYmoKMiAwIG9iago8PAovQmFzZUZvbnQgL0hlbHZldGljYSAvRW5jb2RpbmcgL1dpbkFuc2lFbmNvZGluZyAvTmFtZSAvRjEgL1N1YnR5cGUgL1R5cGUxIC9UeXBlIC9Gb250Cj4+CmVuZG9iagozIDAgb2JqCjw8Ci9CYXNlRm9udCAvSGVsdmV0aWNhLUJvbGQgL0VuY29kaW5nIC9XaW5BbnNpRW5jb2RpbmcgL05hbWUgL0YyIC9TdWJ0eXBlIC9UeXBlMSAvVHlwZSAvRm9udAo+PgplbmRvYmoKNCAwIG9iago8PAovQ29udGVudHMgMTggMCBSIC9NZWRpYUJveCBbIDAgMCA2MTIgNzkyIF0gL1BhcmVudCAxNyAwIFIgL1Jlc291cmNlcyA8PAovRm9udCAxIDAgUiAvUHJvY1NldCBbIC9QREYgL1RleHQgL0ltYWdlQiAvSW1hZ2VDIC9JbWFnZUkgXQo+PiAvUm90YXRlIDAgL1RyYW5zIDw8Cgo+PiAKICAvVHlwZSAvUGFnZQo+PgplbmRvYmoKNSAwIG9iago8PAovQml0c1BlckNvbXBvbmVudCA4IC9Db2xvclNwYWNlIC9EZXZpY2VSR0IgL0ZpbHRlciBbIC9BU0NJSTg1RGVjb2RlIC9GbGF0ZURlY29kZSBdIC9IZWlnaHQgMzIwIC9MZW5ndGggNTYxNSAvU3VidHlwZSAvSW1hZ2UgCiAgL1R5cGUgL1hPYmplY3QgL1dpZHRoIDMyMAo+PgpzdHJlYW0KR2IiL2w2I3BIcSVSZE1bNDNaKzdadVpbLUFpNUtMMzIvY0tJbkxtaixYPmxxXEVxWFItTGs6PWw+I1lObGclcFhybTBwMGRhSFMvXHBpPC5cPyFyU1Y1PGpoNFMhcj5xc1hSVXAtN18zVjItWWksZChNMkNrWk5yLz9aTUFIV0FwJUthNz8nWS4zRzs6WW4zZlZ0TVtFXERkPkY3b2FlZjgrbkw6XERhWFhyMjpMN25AWUAzJ2ZWWktaMTh0aDtXMiVJTV5yWylmQk08RyhULVx0VCNERidTRWktKCM4YTApUiVEODMyazdNQGksOjU1aT5GZTouckk9amVcNE9rW19gLG0oMEI6MW1ZNXE4RURtVWRdazs/KCVIbS1zcFAsMDhuQzlbWy5yST1qZ1U2ZTIsX2JeUz1eNXNhXEwzXGtqQ1RmZkMhWWRyKXBVVj1iSk9janByOG9FJ2ZWWTBETy1KKlg3MTZwTV5yWykyb0kuMDJjL0pGSDU5VDtFLExuNzlBRVk1J2c3SSpERSdUUVhqSSpvI0pUSHNtb2BuOF9tcFlHVS5ddF1sQ2toOGNmMGckYzsiLWBHa0ZpUSppIjUyaWVlXSMlQD5baXJCMzg6bzpFbzkyazY/XFk5IUNiRWhwdURNXnJbKTJiQD07bzY6KD5EMG0lImdpLi8mXVFXWjFoWFBwYy8/Wk1BZ2YvUE5fVl4+PzJYRlJPRVBvPz9ubGgtaVglMlIuWmFmIkxFcmtpOFNBLl0lRFVsKSdpZURNL25saSEscmFZXWU9XjVzYVxNLzpcZzBhJSVTK0o4N1xEXlxnXVUlS1otVU5UW2A+KD4lJF5UQ2JyJih0I0QiZklKP25QYmw5Q3BiXyRDQ0I5WS4zSEcmcFooWD9cOlFOMzVcWT1RKzI/TTM5U3Q/PjpJY1M9NWo6KW09WVQ0cC8uMmxZL0NNMW8lRiJvL0ViJlY+JDteb1dpO2omWCM1PjxjOC9tPlhjXVs9LGExPkRpOkRnZk8nRFYtcWA/UXI9O1pQXT5fcmpIW1pdNWxyJTBJLm42Q2VYaS0oPTlNWiFFJnJRQWdFayI4a1lmQ1Iyb2M+LlMlUTcrazlZL0NLX1NLQ3NibzMvLS5HX1A+KlErLWdzO2RNZT80bHU9Tj9aPzxsNG5IZV5ZSHN0M3BGR1o+WSZjQT9yVWd1V209KiJwYms5O1hyKj8+J2FvLilZUihHMjdub3BrOWdBO1YvMFIlWExqbVJBOC0yL3FYQC4pIztiMjopPE9uVUJvQC4pbjxha3IwdSFWXCw0QC4qYTxha3NsaG9Cbk9wWUlNIXFQQmlBLGlLXms6PWtyL3BfYiQnLDhdPFVQPWtxPFhvLDNiLFdWKVNPLzhlWzBhRTVPMjVmbl5DTXFhR0JxY3FmI3JeS245Yj9UbDNpIiNPbWNMMTNdViFvbnM4bURAP2BvZWdwUSt1TGlwUmBzVSFTZ2UmJGhOKGhyWjdCX0knMUJrRTVVY2hiXEoka0haQjpcaz1TdFoyYWNIPV1RVTNmZ0RBN1xZL0NLX1BOND0+Q1kvRXBHOSZqMDhtRD9UOllydCRHLWVxJlFkVGlVYCEoKllqWG5cbFFpIkNAMjtSQ2U+UT9dZWhTUXBLXlY8RFhlN3UvKSJgT001KD9XIjpycWBndGNXbDs3aSp0YiFiXEwvVEZeQSs0XElvXm9LdW1QZGYqOyc6XFp1XWQscWFfK1BkYD9NYzE5SnRJU1ddNjRCJDc5bmVVQXFFVzAuYm10cClzVy5eKHFba1AhW29baXFmOkZpLC8tLz5NSVFiVkxrUSw3PllRI0krTD5sSkAlNHBrNTY8NVBjTmxaLktRMCdDOFg+JCFCNW8mMDMyRWpdUUtsMmZCcT8wKjwsPyskXycmJSY/Y0JTUjJDIz4jbEwjTER1UEY5cloqL0taP1dqO3BQM1lOUVRJU20rQlhnNmJTaWNVUidjUV8mbTsyVT1MVHItZDpfbmRhXiZoYV1McD9OOW9rUihTV21ITjNwTzlwMF9ia048Xy5hKUxfQ28sQk1YaEJkWFIncVhKYCQhNUhmbidORCs9OGUrVkdgNS09Z3NtcGU0bXJURCxrJEsmK1VaUWJXLl9kJj9XWkZINl4tU1pvW2k3KUljL3RrU3BRVTc0Ri10dGY3czlScmk8VFQpai5sdEgvSkM0Jz5HWFA/RVg7XGo9YTxjcFxybVZuIypkXl02IkdPUVJENWxJcjNkMl9xckk/bTlma2BqUnI6YEs+KnVWM3BvSy9uczpgLWRwSiM2cGM9SS5cOWpkaT9fNG9aSWs9WFldMCVTJURSVjNJSDFFVGBDTjBcZ2pBPzZYVWhCTUhQQllQYSRXP2E4TyVRcDslRWkrTV1HcGlSS1lnZjg8NUxmZTxyVltOaD1LNllhL20kRy0vPVRTRDwqP0doSkljMEN0UDInPDVLKixwW05CUGsiUzouaj88JWIlUyFWLTdqWnE9R29wQ25AR1lmVzhfdWdhRDBQTCdIO3FgalBrWF51XSZhKmc4Yi9KTUNLb2lOZSJbT25YTHNUSWZJQU5ZOXAuSFI/WCJWaEwpdVYhX3JaO29icyREXUJUZyMqcm4/P1tHNFZZY1JqJTdcYjtSSiM3JEhbQG9bZCtKWkJbcCtnYSUuZT9iJk8xMFVhOCpYTTxtPWI8P3U0RTpgLj1JLj9kP0dWaSJLRS4/K2tTNHUqcWlNT2NwcSJkKjlTLEE5QG9vXkNlWyJDanBnaF82WGJOSi1DakRXQ2BHXWtSXGRrYUpNYTYlWW4yWWU8ZCxtdGNKUjxzXD1jSTksQWhwQ2dQSmRsU2dTcmwxVz9fNHBgcmBWKzM5NnBlJCtGZVwtIXJUSCQkS0hLUUI6JEE0bGdfT2UnRUdMZlEpI2JrPHBQK0tZKyYvRVdrQEFNZVR0TkJsZk0nUzBeN0xyckpUYF5pPSM1U3FtdT1ES0Q7JFIxSHRaKTkhJT1SJUBTT3FoSHFjUkRhO1hWbmllK0ZCOl9pczY5WWpdKVkzNmRiTjQuNyI0Jyohci5XQUksOFk8WGU9SmxPX1ZEP21qaUxgakRpKT5WNGFaN1ReRyVLOWhIR0YhJDdHTjVQWlJrJGNtM25bckFFcHRAbitlOW8/MUpwUk51ZVZJZ3I+cUdnRlshYj9scmwsXT0/RyVBZSNbY2ksYEQ/U0lvb0RdYUg8VTJYTWQ5O2UmaT9vMUkzPHJROjpfR05KIlNsPlc/ZDNPIkxxLm4oWkxcLzYhNk1WIVlQTjZURVlAVDIyaFhmVVdqPV8/RVAuLkAoUURYLltjZUdAXF5ML2xpaFI8RGVObCEvLFQ6QUZOSyRiaWg0OFdlIiQ/LFpkR1M5Zls3WyluTW1dVCYwXVt1Y04pPDxGZjlwMyEjXkQ8aj03YUU2InEkVFpVakxyRTtNYzlCZG1gQ2QwNEYobDhmLixWXkNaImxxXCw+QDBIXWMndEkxP15OKE9YIWdRUkQ2LXJZaydDaSlrOUBwRkNgPW5tOkxfam85UFdFLV06by50O2o4aFdWLlNyXVIxZ0gsOTUqSXNMVGtsRUI9STRsZGw2Xz1vSTBIMUtoWFk9OEpANV5EcFBtb1RNWmpMczhTTXUzTm47cm4yP1lQZE0oSGI3JC5uVHVzcWpUWFBGcjhsJF5eZ0IyIzRdREUsXz1vSTBIMUs4TWY2MldTLFh1LDByUThLPV1PVWxJcCMhWHFQOEFWXW5zOmBtLF8nW21IT3U7MEsndWU/byZMaFJZUEFrOmI2dSRrcTkrdEdUImpEYShiQD84SWNXNFloTkBma0pcbWM5SUBtJ0NTa10zRW5DUClfXixrX1BpJnBVSW5vb3UrW10mXEddUlFkP1JISVguYWExVmYxITsiYW9lQF1DbHVaRHFmKGVSLlA0c21tNkZDLk9tLUU3Im4kJG9aN0luK1xWPDsyS3MnRDtrJlBcRjRZZU5qJUFkPVs7P28xSTNXVyRlVlMhbVheSyRiaWg4LEJoTERkSWhlJFYkP0BTYGZIMzRXYm5dMl4hVWRCVGckR3I6Uy8uXXRhdXU/U0lvb21qKkJHOSJvPi4kSGxkMVJPJT49SiI4QG9pNS0xb15ML2xpaEFRPWgyPmtfPC1uS2thQlRnIjFyKjlzKU9VRnVmcmRyTkNII05HJDxQPy9XZmE+bzAwVWE5VWVjJ0dXcFAsMDtZbCJbIjhiMWEobiIrRmNcVG5QKj9TSW9vbiJwIyRNdFc6JlVwMGIjVUlrJTVrak9AOypjP19MbmVbNjNhYTlTbkxONURjaTxtYjgwVWE5VT8yZ0YyamxhVzUvOllLTFAuVlYsKV48Y0UyYypyWSRWJD9AXXVBa1dRIz5RUEQjKTg8cEJsQ2NoWnJdP3FoSkRUbyZUMyxEaG1OJm8vIkhwMFVhOCpGKzddXTRtRGUzLGs7YjEtSFkjcWhmKmlPSFRqSE5xdXJpZW8hXDNNNmYuRitbbmU8Il8uXSJFNG9KKjwybCxXTVpjUVEuUk51Zj1KK01gXGw/VkVDbmVbNjNha1AodDwtXFJtPzlQNGEiZiJaW1tkbEBdaFVuRWQ6K0xoMUJUZyNWcXV0LlxoUiE3K25lWzYzYWtPYUBONF4jazQmN0pZXy5dIkUqVzFXNVMoK2UtcjoxWV8tSFRLWzAyZ1o+U2owKjZeTC9saWhIR0VGbnR1LUk8I0V1YXI4bCUpa1YkOSFtJS0/SSIxamM0NEYrIiovV2dqckYmZkM7QkFmMWpQSj9vTDxdSy9qVCQlazdeSD9mM3JtbSlnVldaWmxucz0pUz84bWZINlxBSEtkX1cmI3JFY19vaylvQ2I8VFA2LlhPY15TPlc4LmJobEEiWzhbbi4pYW4qQGNqUz86WUgqRl9pSS5nJ1tAPG5vInJkY0U8JGgxV2RdTiUrSSlqJWZzSCpkSGQtI1s1PGE8J0NxOllvJyM0XHBSTzRpOyR0bC5QLTljbGRWcFY8U3FxWWwqVilTKWdiTz9FMFQqJEhsZUpdR15dcDdeVXNHNj5qNktuczpfQlxBLT5KbSwxX2EyY1g7XmJFRm05P2lPNGRuWWhQPVZtLSpcYVcnSTRkUW1OclcwIUxFWWwqVikpcy1QUi4oOF1GT0lNckpyOGwkPmlwWGt1RzRWWW8pbTZGQ2ppTWw7bikhZ3NvVmRpalgwRE5gYWE8Nz9wPkdXOVcvcXNzWWwqVilIZkZNOWFMMV0+TztrJSNyOGwmNG1JMCM8Rm5WYnEpa3NTN2ppUC10bitpPi5wU2ExI2hRP187YWgtTU1hRXA9KU5zYEZRJUVpK01dVzskJDRlbDxBOydHXDBCREtgN0dLSl9qSCMqJC5fVksqNnJwby5DcVxwciVEO0wyXEhfJj5lVCJJZ0pBKidpO0hQXm4kSDI1WElmQWdlWl1YPCRnajAmKS9Jc0xVNm9KXS5vZzpUQGJRWW8rZ28mUDVmRGolY0BHcVw6VW1tQCRFakYtJyxUIk1JVm4pWlRLNy9sYzxyUUYodEgjKiJYYzFUa01yOGwmdGtcbW9CWzxaXVJEVldqb0gyI1oyR3JQWjc0bXJCUnI7REV1YWgtaixKQG1cSm8oUDs5LGskbzIxXC1SYmIyNS1rUC5aNm5hNWlmMFErcWdCOGIrcUBTV249OD04a0NYOGIrTTRyMmI+MmsqXWosbz0nK1NablwlXFNyTGtMbnRGSyRtZF1vSE1Dc0goXGBNa0lOU2ZCT3EpPFdoLk5dcidXYS5jNj4sU0VLS1g+Tj1vYC9hbzAzcDNKZE9lUSFkJTNsKkdjZW1TMTM3NyJcdUtENHF0WDU2R3FqVGAvXEgqISluVD1yJGNqamRwVEQpT3EmP2gsOklDPzpNWWtPSjstPGZlRDxGRCxBK0dOU1J1Oj9NcmU+N2hrRSVMak1ZZTIrWEtfVWNoanU+S1QuPW5pPmJvNy1wTWAySVgyQTIhJGZmKTxRRzRnJUluYFoiOG1FMkxVVGpbUGhGZVs3QjxLMSxFPC1FaWhuP15MMjZIIjU+U29EKEBKUk8/Ml9Mcl0+X3JqS1ZDRi1IPTgxUW8xbjYoOUBHRXUham1VWFNeNS9BJSxxYi5HVXAwZGltdW84ODQnMUZZXC8+WHM/ZnNVKF5ba11lJGZjc2wvOlRoW11fOksvLHFiLHFYMEROQCddKz5CYC5gMTUncGNWJVdpcWQ/RUZJWVdrSzddM0dKTHNAYEdOZjNxV0JuVG4qYzR1J1FIM1VuLDZNMUhNXWVkRiRhbDlFdDlXbXJlPU0uV2I2PktGJjFwbXJXXFxBWVwuc1ppLDI+XXIhZlZbcWdRTCljZVknUnEwUTNkbSFjbm9jZVhzUnE3Qm9RcmRNZyxjWCEpL3E3QkwtaVZlV3FUIj9oPW5lV0VlQEYqcmlhUyFrKVxcQXUsJFtXWmA7UWInclJKaGldPk0tOWxwTXJGZzhhQSQtaFNQbCddcGVoPDhpY2hSYkY8XmppZjwxXydhRWovM2UtXGpnO0xONyhXUStyJSppV1dyZyhXQDZnJSdIKHE0NnQ1PVMqVCRWUWpKPTVxKixoJVUoZj5UODFePl9yaktbU2xsLlxHVnVaQmtfXXJLVGYoSD1fbU4kUlYvWSk9c1UvcDwwS0V0QC5LMnVfXyVNSm0oREVcSXRxVSYucmYiMF9haCFXVVx0cG5BP05rKW1EOm0wYk5qRjchO0ZccT01cSosPD0xLDhGWyJPPkhQVF08LF04SVUpMHUxUWI+SSohXER0LEVLdTxNLiwqX2dRWS4uJi5ZZW1ZalNWUVtcWmFmIUFFS0xTNWs0S2guOF5IQ1JTJkMiMCowa2E0XmpVTUU9NTUmUjdjQkhBWCUuJFdaYWYhQUU8LUU9a004Ky5cIjpQUjJpNCQrbjZ0MWVqIy0xKz5dR3Q7Vz0jOVloKityZVQjREYnTTQ6RjRHMkFFLVtJJSslRUtkbigkTGQoPjRBPXEwYD4oPWdTIl09QGhYYjU2bW9gbjhQSVRRWVlOPzlTNWxbRnAnZlVzZ1g3MCRELi5lNjtNXnJaWDJjL0lySXJGLGpaYWYhQUVGW2w1QENZV0woMEI5OkRXJTk8IS1FLyppZWo1RE5WWSVfJ2V1QG9FUShaMypyPlEkUmolNnM0YzpoLicpMD5NMnIjWyhuKk83X0VLZG9lWTVRPmFQUD1ANmA+KD1nXTRdbkQyY1xfaEhQVF08LGpwRDJeVWAlZyVkNyYjRUtkbzVwQU5uTmpJT10pXERlaVRRUTFEN0BjU1FZWmFmIUFFVyU2YF9oSDJvV0ZwNGk6I1wzXnI4bzNiKlMuUixpWy9ZLjxvVzUzZjxgIUgtPzI4XU0zaUVzY2YwaE9gOWVvP2U9T1ZvMnNMIT5hWkkiRkVRKForSUg2c1RaYWYhQW0zX0NhbW9gbjhQUC9vcHJ0Iy1rPW0jfj5lbmRzdHJlYW0KZW5kb2JqCjYgMCBvYmoKPDwKL0JpdHNQZXJDb21wb25lbnQgOCAvQ29sb3JTcGFjZSAvRGV2aWNlUkdCIC9GaWx0ZXIgWyAvQVNDSUk4NURlY29kZSAvRmxhdGVEZWNvZGUgXSAvSGVpZ2h0IDMyMCAvTGVuZ3RoIDYzMTEgL1N1YnR5cGUgL0ltYWdlIAogIC9UeXBlIC9YT2JqZWN0IC9XaWR0aCAzNjAKPj4Kc3RyZWFtCkdiIi9sOTYpO2cmT2BoPmVYVDgrZFFNWkZQbm1RMU04ai8kJDM7ODVOYzljbTkjSVk2JWc2MnBGJS5ybT9YTmoycWQyU1I5MXFvTmxnT01pJyNVYStVUiUyXWQnPzQmOkhlYVJEZDdfWi1eNWdYXERlUXFoJiRJbEJcWzY/YEdOTktQPUQnJ10oVDkzRVNHRy5VXzBEX1FAME5NZ2JyRVwvJ3JaZG9dcmluaWpSZkxEIixdbzwoRjhZTV5yWmFZMGQ+OVxTOj9tZTdXZD9EOFdiI2kibj1CKkd0WChZLi8+WTk2XkUkUyJQY19JMjVvPipvKWA2UzNxMmRTJ3AnZy8/WkwiXDlqU0AqQi1xPD04LGomRVNHSEFZUEFFQFMzJCoqWmFmIydpTFg8RGNlS1hjPmhXaDFgR05MVV1bbXElXS9qaXJaYWYjJ2lMXHE/LE0tITtmQ2A5T0VTR0c8bV1yRExXL2VMZC8/WkwiXDZjWGhNPGJQX1U8aGhWZ09uaGhZMHUtLXA0am1eNSlVcS8pbTkocWk3USt0XidGUiJNXnJaYVkuSE5eL1Q3MEoiTUUoP01WRWspK2NVLWQpaSs7Vm1eJ0ZfW2MnW21qIVQwTWoqTV90bUJhPV5bYyw0dGojUWhRaFkmWiMvP1pMIlw9cT5xNE03cig4XGROSi5ySDtEWm5yZ09EbGRna1hqPyFhZ09nSTsoQSZYJGpmQGBwYHAnaD5palJnQzhgT2dgTDQvNS1JMjVvPjJWXnU/NFBucEttTjguS2llbEtGUmswT0heYDFVVzNuVl9aPl1KVDFhaT0rNE5xZDRFM19LNiJZLi8+WS0uNyNeXiUoMV9cIillbldUSGguYG5cSC4ncUguNSpHZmRDRElbU09idD8nOFVDTzw3JyI5QU1zIjNISGE6KFdeUl5qJz8wYzArKU9sVSlALnJjTUwmTURKV2E+cD9tZUV1RWtnckEuP2xnbCNUJTlLJTRwS1dSMFIjPkk1P11kLnJaakElamRhSCE7XGhEcjZYakdNJS9EWk90OStCOnNxUmpXNDhDYlVUbmwmYjw/PypxQVFLOmhLPFNmLCVeJCc3KDFaK0Y/Uk9gQHNGLGNOPGZjMFc7IU02TClpanMzdWY3RF1yOT4vMiY/WkYmLWs6VSRDSCI0NmxqbFwuc1xGLy8mcTNPJUs+Pz5qWmllbSdJaDNgUzhqMDQqJms6PF5GbWJHTERRVCYxJ1F1S2UhTVgvUkRTcCNDc1onZlVwKWsnaTU2TE5lbzRhQTlIWCNQTUM9NTtDZyspY0VMWS4iW2IoMEI5dWpZR0taN1dhRSRxXmVuWzVLZGk8amMvLEYoMEI7W0NATSxsRiw7aWcpTGZZMU07K0VQaipmYSlQckkiQ05eJFYpMldqai5VRzIuWFJsOmhIJW1GKFMyV2hTRFVHMi5YVGY1YCwhLXRgY21FMFIhWW4qI2xcXk1NUEI3VydFaVxvcj04WVwhLkYwLkNwOic+Tz1gLDNeLVB0IzM9a0BTWEtTLiIlVU07K0M6L1dJV1tjZk8iYzRXVUszJyI5U1NnKS41Q1REUT0sRkErWjgtI1I0MU5caCs3NSRiZzA0PWxUKSciOVNTOWNBXzJUMTdcQSojWlV1TTsrRGUuPzIzVzpHNldLQXAoSyYua1YpZGlAUUhRaFBabydUJ0g+dEZhZFk6YklMVXQtWkFicVJRQipoJkpfY29mXTNNOUpsMmooNGVncmVOZ1tObDspbWshXE9UV1NvJyk7cmlpO29xUE9qWzRcT281VTVrWDtsXDxoNlotYFhXJCV1Myo4bEBXdShPL1RRMmRPPUpSNmZYMChvWEs4Kiw5QUpfKW1lNl41PjlwWXEjM0loXDtsN2lOUFtrREFEWykqcXJkZ29vZFwvO0ZOU0FlUE47WkVidVtFTUhVUGgxOHUjKmU0LjdHYDJgRmtbamEiaSQwJEJjLGIuRU5YPmZKdXJadFBkUTZ1MDpgXk5jXFZfbD1iYVhpYVgtSV09P2ZIPkZgP2FgSCxzRFlYakRtT0leTzouKDYrclAxISw3RmB1NGBCPD1WOGIuPm1RNEtidV5Ga3U8Ij5pXiwuQ1hbVTxRSz09NEBjLzxucDVTVjlqVmk+UGU9OFYtSFlUS3FhUVhaaV1cRT1JVEtpRzFlRCJERF8uamkyUXNXOjosdFYoalJyMiM+b2cucGFnbGA0RUpQc2BsZz40VzNhaFItRV00SjNoS1ZKUWpQQj1GbjorXU4jQWReQVk0NGQ9TkBDO0FuIilJbXM4LnM/QC5QIk9tNy9VRDlbUCwyXCVPTm85OkRwSVw0X1VVbzo7VUludCgpOXBmRUhNImUxajldNlxZa2BZOy4xcFdzbEpJVi9FZ2ZYcz8lTkRsJCJWSikuKjAmQEhFZl1RJkhqc0IhU3JLXGpNOVtQLDJddD8pdGFVXUpIYy0qb1lQSyoqRT02LlVvUE42bFlgcGVjQEkyNF9aRHNtN0o8bU1SRURhJ1U4WUhLbT41PG8mTWZZITNTTFhJI2ciKjM2MjFlRCJ0RFtcbCQ+LU46YUVtTFI6NEJePUxha1REQ3BxJkddQ1xYbFFsOU5QSVAzWDxPaU5aa1NQckhqckhOUTIoaSh0Ry1IMkRTZU46SD0wIVY9R1EjaShVdSloLl9HZ0RdZkhXLW5JcURiU1AoSCkmJi1yLltPXF8iS2RfZ2NJMC05W1AsMic+LSd0T3QoVWlwPVssJ0g3aiwwZDNPIVldSjk+VSZwOyJgZnMuRVZHISYwR11FbTpfaFk9XSYwNmw4NzJzQFNMS2YzKWpSJWQxQ0FwUnReRDk7J25tQl1HU1tvX0ZSVS5PbyZIWGxpKVJIZj1pbzZEVz08bzA0PDhiMiJqQSwpVS9sQEE4Q0ZBJTY3Q2pobkw4Yi8wbGo3My0zT1cqbGZVbydeVGlsVzM9MWVIT2pEajcxJlthM10+T2JVTjJMKmsjSGxdJDo3XyJOJldONyplSGRhMDdiYklvVnVgMk5qSWNgOHA/Zy01VzxeJmlSaU1DLUgnaS9KbStMUHNYRVY2W1InaEZMLCJqOT4obiYvOVxNbUJhS2wpQzk7SVVJayU5R1tuZzhWby81XT1LPSQ6MmoyUTZIKGhsKmA7KzlOW2ExOG5rYCEwOk80Ty5HclZfYGhCYDkoIiguKGY9JjZkKFIyKEFtYCJEPDotS0RaRmptJlApKTVWPl8qX1dfMGkmX0lvQUY0bGZEcWcpWy5uJj8lPlYxJTNZNU9FdT4/OUErZzUhLEsxbnEpM3VcOktocV89Zmw7XEBkcl8tSFYyN05TdHFlRzZRYWFUWkhbbjE3QktXKCNCZEYiNXQ6KWpiPEInXUoyaj1qTHJNT19rISVsaEIlZzJuWSsvaVlJbFNZUE45RXUpdDNMLFpwISYqXTsxQTEuclMsLyxeSFRiYGMrVEUqUSVPRzBOViJVSCIyXllhYTlkQUw6YiRGU2cxJmlUIXEiWFVYOj80MEQzPihBIVZORXAzQFM7ViElOzwxN0JLV14ic1VvRDdXclk1KTJiSjRnMkxRNz9jZkdnKUlyc0lHUVlXVDsvN0FTbGFkOVUuT3E0bVokMDg1Tzk4Y2NPJiQ9Y1JXcC1kM051VkdbbjgqR008PmRGK1EsZXFPR0kqYi5FM09ha09dUG4kYCkoRitjYFQ4XSpdcF1KMmo9alIpI2ZpR08tRkgoUW1oaVNKM21AdTtWVGdXVVZTJTFndWRkY1kuVFxHJy5fUiVkMUNwQEg6Q2NgY1YpbWRrTm4mXmtYZVpiLyJdUE42VEZOVCU8ZW1PP2slakdkXCw4YCRXLCkiLCUpKk9YWGAyajJRNkdvTSo/XEc5WlhQXSZoRDg0SmcobUhvbmxybVBhO19KX08sN1BeRFhEZ1FFODkrY1QrJloiQ0JCNmUhRS1IU3A/TkZAcFlNW1VkPXBISGI+O2AlJ1AqY0RJbjZxInFUTDNvUVNOQEM7QTA5bkpORT8qRyVeSD5YO21YOkJbVkopLipDdTRxQnInUXMjKShmMidHZVNxTiFSRmooNWlEQS03WUVnXWRKdURlX2pIaFMuclVZbj5DKzFnKkhsLHNUJ29TISljSlJiPzxWN1VVTVlaQUlLTXBubzkpJjBCVGckUGhLVGpgVCVFc0VTQGczcURiU1AoSDAoI283U0RnPTpJNCp1L3BVcmEtSFJjVl1TbFNHcCQwa3Vqa1ZHNEB1O1ZULnJUZiszWGU0TlohaU9qbzU5ZiowaCU7ZVByQ21eaDVIOCZZKlFeVDc/Y2V0Mmw6bEhWMUcuXFdTJGNaVExuXnMpalxSI2RLJVUvMDZxJmItSFJjVihmUD5saiwxTGhPdUZxKlhmcCw6PSc8NTNdT2Q8c29ldUNXRio9W143NlcyYWBtNydwP2QkME43bigxMnIqJT10TkpsbC5Dcyg8KiVEQ1pvZCRFTzYycGBncWpVRmxERipmJW1bP25OXDc/Y2V0Mmw6aytlLGMlX1dTJGNaVExuXnMpa1kjb1c8NHNGQzw3RG4xZUQjIWokVjcnbjMobW9rMXFHMkB1O1ZULnJXKFlxKVMtNWNfS1VYLnNZV14tSFJjViRvOycyMDc9MFdtcmxlbDtgJSdQSCIwVmdYLlJBUUhXJ0ZTJ01YYVdmYyw5Vi5dMy5eSUtNcG5vOSkmMEJUZyQ4aEplVXNdLCYoXEghWmhVUDtmQFBQLls9QUUwU0FTMCJrMGdnQSlmMGAmcUNQVVJeKWIpdCkuIWY7UEIoZCpEQT4sTi9DPylbUDUyaE08az9yUURtYz00THIvQHU7VlQ5QkQvJzkrQF4tR3A9MiRQKmEzLlJGYDxIKlYpWlRSTnNQQzJ0QVVXTGNYVVZBMkhtN3A+LjNGa0NCMzhHcD0yJFAuLm5aJERkZC8hSTVuLTlwMnVqMnAxUz9fRF5KN0EySG03WTIwL0A3ZXBaV05GWGs7aE5tI2M/SUphOD0vZVJEODRKZyhtSDRxOjFvZ0RCWTc+aCYpLDY6J1I1XilRLi11I1wzb2w5MjFlSFAhaFFVNlZLS2ElSzZmKEAnUE47LGklSyJsXk8/VFNBNmYoQCdQTjZUPSVEK0hpcVJqMVBLS11xQFNBVkpPXTdEPE5IYjI0O0RdX3JOJ0BcMUQsYm1zJT9MPGAzSFxeMjhCUV9COGFfNmpNcE5nPzxcY01MYjwjdE8hMTdCS1dWO0JrPUJHXj9wVj0haEMxN0JLV05TWlkqQF4oOEViYSJBbmhPKCQvbm06TD1fb2k1PEI6IV9mSDAoIzdSTyU+amhKZGBOIThELjViaWg1RG1IcmFvI0dGYFtoVm50XEJkIS4xLC02LHRIIjJeWWFhOF8jQC4tcmg/SDouWDdQXkRYMD45QGJWMUlGYlRdI0IxMTdCSUFcMlBDZSFUKiJRcHNUX28pdTQwTFlMM0M9XStBOFVQTTFgPiNNTEVMPiRZLidKb2InKyguXkMqOkkzMTw4aychRlJRckhYVCcuO29Ncl9FYmF1dDZOWWYmXFNVOysoXVFKMVBdRGROPEQ+aSJRVjFlRCIlRGFbNSNcXi85IUQzO0puTiRjWilqLEYxVStTWFBxOTkjKW5QMGtQIzYraT0pJUhLXStRK15KbzdQXkRYMDdsLSdNdWhldWVNPS1saEZMLCJqPVUqcVZET0QzXU48U01hVyY/OFAuXDNaODxzSSNUPTwiQk5aXSo1VDhkTkldUzU0YFFOaEsmOldmRGwrOnFQRi9TTDxbLS9MPT5Sb0F1P1x0cVwsW1FbTDcsXkshcDsoKW43NStibkNBKiZcIVJOdWdXMmVvMT9naDJ0MkRRZ10tNz9jZldvTD9BSk9TZUJFVGhVaDNWSikuKkMjMTZzIydjYVwubyUsVWBZOy4xMm9jaltkUW02LEhVW1IzaE8oJC9uZzhTYDdpS0hzTltYWUliOFhBOjhgIi0hNVkyJ2djVSRbSUlzR09dLUhSNGklRWhbLkAsPz87N3MybGw7YCUpJitFJipuIUxVPkJmNV9qWGEsNjlkaEMuUSklJSg8PUo5ZWJJPy46JDk5W1AsMmg3WzZlOlk8PT5cYGA3PjJsOjhPXVk8NyxPIVNXIWhWOkpAYTtcJjc4Uj1vKi8uRWtAPzNdaSszb2w4TFJPIyknMmNgRVwyRDVBXDpFQiNHJ01YYkJgPl1hYCNiLjA5XTVfVFZgWTsuMXBXc2w2Y2NgUDxXT1QhQS1aO10rLF5FMXVZcTZGR11QUUIiNmUocCxkM08iSF1sPjUqakxnLk5xYmJLVDtgJSkmNGA7PDQiJCYiXmY2RXRaYFk7LjFHSmJBVGBXND1YYk0+LWtIL2ZXNlAxU00vXCojKCNhcj8rTFAuXE5jQlRROyNIL2YkJVAxUykjNG49TC1HVD9RY0dvYjlYSCtnbDwtRWpxLzkmQTJmUE42bGFJNyRHKmY/SkBuUk8lPzdEWVtEN25FWmZvOi1iJChyUDEhLDhDXTs3YEI8PVY4YjBVVVFCLmQqWG9iNlk5SmwsZCslIk07PEJbY29RKWY8MTw7MEdkbjdwSyklPk5Ic1YkWnQxOD1uIz1cWCNIUzNvcSojXS5BJE8uSVJuPCxdQU1yYjRDTDs9Uz9CbipkUi1kUC5XKmhXNkhpcTksWjotLUVlIlVQLipndEttQ1hbWEsoNFttLjgtVU5QXCYkSCZpNkFCXjFbPFU5IiF0XUE9Yy0vcmkhUk5SMC4+a2hjJmlPQlhuR1s9KkswXVJiJT9tSShXMVFbLGEqZiYiMmYpSi1FS0tcWi5fT3VNLyg3aUZDNWBAXiciTmdbUT0+PldhPWE9RC1PW3JDIVwlRUNmITdXX3NWYklMVXQtWj03W29fPW06J2MyTy1VKDJJZFYyV2k5UD8yIUdEUik9YU5Vc0ZxPW51PFpnUmFuNiVYSSo9Ti8qKkA9NXBbT1ZQdXI+ZldNKDY4cyRScltsbFo/KlYuM1ZYaEtiMlI0RTozRXRkRHBhcjs7LUVAdCgvLSNTJ0lab1s5LWVfMyhzWygtZ1k0Wj89XG8jPVJFKnNDTSxNOytVQFZbZSFpPzcvNm4zRVAycUUkTmpVRF0lZkVxOGRWJ0RMOE91M29nYENTW1RWZVkvRzInb2k2ZFtFUywsPF9zdW5eaCJGdUNGaVlMTElDP1ddTVJhQS80bm5ZNyM5UzIvcHFEWyNBWmlzZ2NaTCtBR3BCSyQjXm1JaWd0K1MvRGc+aWZYKGdhZFA/MiFVbVwpXSZOUmBKKVQ1U2dYRUxGQWxkazVSS1puX0UpYD4oPWZdL1Q/UGBhSnR1YzwiN2pLPURrYTA1anRoRnNyP2U1KVVxb1YsbGJkaEZOX3RAQHRMUmYydFpeSl9WMilkTz1JZ1xEbDVjSU49ZmhPWD8oKTUpVXJaO0FoK2tYWitbZSZUa2JITUFzTEFXMiYsZS0tUC1cL001OEU0N1swZCteLyc4VjQ3JWhlLVtjWnFndUw3Qm9iXU5EYUFIOTZjQmQhSlFtQTc1IipcKWVPbms5NF1nWE9rRV1KSWY+bjdAS1tkXXU5JjAsRktNMXFuMS5nP3JGIVleTjAlPG4kOXB1WGJCQHUnXi0jUyZeSmldWHRRM1ZkSGdPPzxEQWArY0YuVnAhaT8hKjkjJyI6JDVuOiZAPFNWSCxhP1pGJG9pYDwkJywtVSwoTXNZbzInZlVxUVUoNnExRyVuMU9ZSU5RckVWJihQcVc5WydeViVuUE1WRilaWDpFOmBwNzNIIz1eNXM5RUFRLyhRJDZyWytGUCMsZ2gsPXVGaCRMPGgndTBsYD4saigyYUpKSUdySVg8ZW45IUFEOHFROWEnbWk8bS9jb2A+XUg2UTZlL0g0cForbVFaZDdXZ2dQZClMTmtOKVxZP3RdNy8/Wk0tXDNZJSoydEVSLyJNKWs8TVZGKC9Ub1JbOS9wZFRlWmFmIVFqMTs6JC5CYU8rXlgobnNnUGtJISVTKEVDNSlVcS81SGFHc3JGcmUtcUNKZVpjKyNCTWZ0bjJFV0goWShgPixqImZCWDE1cEBpSnJqMk85QC5ySTAyaVAjNislP2VgLUkyNW8+QiYmUlhyZi5wRk5JMU9SWS4yYGRnWGdobyVAK3JgSTI1bz5CJigpQ3JsUFstN1k8bV8uckkwMkwsc2QnJztYJEtjZjBpOk8xVE4uSXJdVitkQUc3TE1WRikqMm8lQDI5Y0JUIS8/Wk0tXDQuIVZlYnIuakhoOkhHRUxVciIyVFY0U15IUlErRERTRmEkZCRoMWZrNTxERDhvIy43YjloXi5ySS1xTlxQa1M9XjVzOUVMM0trVjU6I2JwJkZdYk0jUkpsM1NKSH4+ZW5kc3RyZWFtCmVuZG9iago3IDAgb2JqCjw8Ci9CaXRzUGVyQ29tcG9uZW50IDggL0NvbG9yU3BhY2UgL0RldmljZVJHQiAvRmlsdGVyIFsgL0FTQ0lJODVEZWNvZGUgL0ZsYXRlRGVjb2RlIF0gL0hlaWdodCAxMjAgL0xlbmd0aCAxMTI3IC9TdWJ0eXBlIC9JbWFnZSAKICAvVHlwZSAvWE9iamVjdCAvV2lkdGggMTIwCj4+CnN0cmVhbQpHYiIwUzk5LE4tJi1VQFxFIXAkZ3BWMjVzMGFrMXRuNyYxL2xDZkBjJmMmSVdZbGw5QUpWaz88RT8nSVdzI003Qj9BUzlPSD9qJUZDcWg3OmhvRkArSiVYZ2xMUk9Cay5uPTJNJXNITUo7bFFaVWdRNl4xLEZvb0BIMUJEVVM6dUdyIkIsaFBRS1ojJixIMyVOJGYwKz1ARlNlV2peTi89MSI4Ikw8RTs+KiIvbEdhQ1IkTW5nIW5pSyU2Z0QpV1JTJkBEKSsmXDRSMForQXM8KnMmcDcsY08yYlpeSz1baGFkbTktKVZmKFxhKEQsXzxXSSRXbUFzX1peVz5kam1WSDJlZjZnSGhPP2BpOExnVlRBYDxON1o7STIiLm1QPFNzIVguMiYpNDJbMypjSFwyMVNKZktpQjI+QTBjNlFxdVphajE0Qi0rQTlmaUc7TDFETGVlQ2FgSDJSPm0vR2VsRkJhKi5TSD5RNSZiMz9scSxnRFdyXTBPbD1UTFcuPzkoazhEY08mPF8qWUM6RkpvXE0jZ20sMkpZRDw1RDJrbXJLcj1fOU9kYmwiKEBZO1hLQFMpUHJsVlFNKEQ7XSo8MWYjQHUlXFR1Mi9wQ2wrPScxMy0xaTwwRl5UTEgxLGUkV0A2ayM+aVY0NU1LPkhGN1BGPW84XCNBOyttIVBGLCFVJE9WYCwqaTFRMUhZKCFpYGB1LjJxXVlpYVM6MjlVNGdZIzkmXG5YPV1XM3RmLEIqNF5gclNQbihDPjEpQVNbSHJPalIlbyZJTjNNbXFsKG1aREooPylFN2pSRVRwPzUkU14jWmFAQ05RUEgsJVtQSXI9NUg2QyckOkIqZSZRZTk0OyloY2pyMSdzZD4hbTxtcUYjO2Y3cUIsZEU4cjlcO2MxTC4+WUQ5MUZIKE8sUXFYNyEzdFpRRT1GXXJYIXM9XC02JzFEWCteXW9GbE49XGNZZDFDbVc4czF1dXNBNiRjT2s4N19pRmcqWjM0Y1hmdUYzYSplPzo+Jkw7TTJJRDlOUyxgYmwvVGQtXlFFS21NcGFeVGhoaDQoaWpyIW9fNW9NZEU9UEBXdTxrNTM/PitCMjtDM19XJFhDUTM/PiJLMjorQFNWKHNwTj1dTGpjczNdbDIjTkJ0JCdQRDo1O1UuI0hyY25yIVgjVURdNDZPJCUvKlAzU3A8NzspPG4hSS9ENF0/WFdON246Zyw/LkA5UCVpTFs6KkJrTlQvNGxDQC9acSFxaSxDZT5kZGtkNExsbmUxJl9RTV9mPjtQbDdWRTFNWldKbXInamxMcW1MUSo0X2lOaHItYmNKX1xjLldIIitwNkxPMSsxJjcnVzZaMjotUUZZNTksJ1M3PnE+QUhKLDdlYE8uKSJeSCtPPiNYPitLX0VPTjA+XWAqVHVfYUhOLlVEVnIhZWFNWE8lZUZDV09TMGNcVGE8UjdIZS9kXkhiVW5OMmZcJk9HSUdWb3QsMDhmODA8K3NSSzJtXkZ+PmVuZHN0cmVhbQplbmRvYmoKOCAwIG9iago8PAovQ29udGVudHMgMTkgMCBSIC9NZWRpYUJveCBbIDAgMCA2MTIgNzkyIF0gL1BhcmVudCAxNyAwIFIgL1Jlc291cmNlcyA8PAovRm9udCAxIDAgUiAvUHJvY1NldCBbIC9QREYgL1RleHQgL0ltYWdlQiAvSW1hZ2VDIC9JbWFnZUkgXSAvWE9iamVjdCA8PAovRm9ybVhvYi4yYTg4YWM2NzEyYzljYTcyN2U0YWQ4ZjI1YmNiZGFlMiA3IDAgUiAvRm9ybVhvYi42YmU0MGVlYWFmMGQ4MWQxODc1MGRjMGE3ZjlkYzIxMyA1IDAgUiAvRm9ybVhvYi5lNWMzMTQ3ZDE4Zjk4NjdhNGYxMDhkM2E1NWEyNDhiNCA2IDAgUgo+Pgo+PiAvUm90YXRlIDAgL1RyYW5zIDw8Cgo+PiAKICAvVHlwZSAvUGFnZQo+PgplbmRvYmoKOSAwIG9iago8PAovQSA8PAovUyAvVVJJIC9UeXBlIC9BY3Rpb24gL1VSSSAoaHR0cHM6Ly9leGFtcGxlLmNvbS9pbnZvaWNlcy9JTlYtMjA0OCkKPj4gL0JvcmRlciBbIDAgMCAwIF0gL1JlY3QgWyA0NSA1NzUgMzAwIDU5MCBdIC9TdWJ0eXBlIC9MaW5rIC9UeXBlIC9Bbm5vdAo+PgplbmRvYmoKMTAgMCBvYmoKPDwKL0MgWyAuODMgLjg5IC45NSBdIC9Db250ZW50cyAoVG90YWwgaGlnaGxpZ2h0ZWQgZm9yIHJldmlldykgL1F1YWRQb2ludHMgWyA0MCA1NzkgNTQwIDU3OSA0MCA1NTUgNTQwIDU1NSBdIC9SZWN0IFsgNDAgNTU1IDU0MCA1NzkgXSAvU3VidHlwZSAvSGlnaGxpZ2h0IC9UeXBlIC9Bbm5vdAo+PgplbmRvYmoKMTEgMCBvYmoKPDwKL0MgWyAwIDAgMCBdIC9Db250ZW50cyAoVmVyaWZ5IHRoZSBoaWdobGlnaHRlZCB0b3RhbCkgL1F1YWRQb2ludHMgWyA1MjAgNTI1IDU0MCA1MjUgNTIwIDU0NSA1NDAgNTQ1IF0gL1JlY3QgWyA1MjAgNTI1IDU0MCA1NDUgXSAvU3VidHlwZSAvVGV4dCAvVHlwZSAvQW5ub3QKPj4KZW5kb2JqCjEyIDAgb2JqCjw8Ci9Bbm5vdHMgWyA5IDAgUiAxMCAwIFIgMTEgMCBSIF0gL0NvbnRlbnRzIDIwIDAgUiAvTWVkaWFCb3ggWyAwIDAgNjEyIDc5MiBdIC9QYXJlbnQgMTcgMCBSIC9SZXNvdXJjZXMgPDwKL0ZvbnQgMSAwIFIgL1Byb2NTZXQgWyAvUERGIC9UZXh0IC9JbWFnZUIgL0ltYWdlQyAvSW1hZ2VJIF0KPj4gL1JvdGF0ZSAwIAogIC9UcmFucyA8PAoKPj4gL1R5cGUgL1BhZ2UKPj4KZW5kb2JqCjEzIDAgb2JqCjw8Ci9Db250ZW50cyAyMSAwIFIgL01lZGlhQm94IFsgMCAwIDYxMiA3OTIgXSAvUGFyZW50IDE3IDAgUiAvUmVzb3VyY2VzIDw8Ci9Gb250IDEgMCBSIC9Qcm9jU2V0IFsgL1BERiAvVGV4dCAvSW1hZ2VCIC9JbWFnZUMgL0ltYWdlSSBdCj4+IC9Sb3RhdGUgMCAvVHJhbnMgPDwKCj4+IAogIC9UeXBlIC9QYWdlCj4+CmVuZG9iagoxNCAwIG9iago8PAovQ29udGVudHMgMjIgMCBSIC9NZWRpYUJveCBbIDAgMCA2MTIgNzkyIF0gL1BhcmVudCAxNyAwIFIgL1Jlc291cmNlcyA8PAovRm9udCAxIDAgUiAvUHJvY1NldCBbIC9QREYgL1RleHQgL0ltYWdlQiAvSW1hZ2VDIC9JbWFnZUkgXQo+PiAvUm90YXRlIDAgL1RyYW5zIDw8Cgo+PiAKICAvVHlwZSAvUGFnZQo+PgplbmRvYmoKMTUgMCBvYmoKPDwKL1BhZ2VNb2RlIC9Vc2VOb25lIC9QYWdlcyAxNyAwIFIgL1R5cGUgL0NhdGFsb2cKPj4KZW5kb2JqCjE2IDAgb2JqCjw8Ci9BdXRob3IgKExpdGVMTE0gcGFyaXR5IGZpeHR1cmUgZ2VuZXJhdG9yKSAvQ3JlYXRpb25EYXRlIChEOjIwMDAwMTAxMDAwMDAwKzAwJzAwJykgL0NyZWF0b3IgKGFub255bW91cykgL0tleXdvcmRzIChkb2N1bWVudCwgaW52b2ljZSwgdGFibGUsIGZpZ3VyZSwgYW5ub3RhdGlvbikgL01vZERhdGUgKEQ6MjAwMDAxMDEwMDAwMDArMDAnMDAnKSAvUHJvZHVjZXIgKFJlcG9ydExhYiBQREYgTGlicmFyeSAtIFwob3BlbnNvdXJjZVwpKSAKICAvU3ViamVjdCAoU2VtYW50aWMgZG9jdW1lbnQgY292ZXJhZ2UgZm9yIHRhYmxlcywgZmlndXJlcywgYW5ub3RhdGlvbnMsIGFuZCBtZXRhZGF0YSkgL1RpdGxlIChRdWFydGVybHkgT3BlcmF0aW9ucyBSZXBvcnQpIC9UcmFwcGVkIC9GYWxzZQo+PgplbmRvYmoKMTcgMCBvYmoKPDwKL0NvdW50IDUgL0tpZHMgWyA0IDAgUiA4IDAgUiAxMiAwIFIgMTMgMCBSIDE0IDAgUiBdIC9UeXBlIC9QYWdlcwo+PgplbmRvYmoKMTggMCBvYmoKPDwKL0xlbmd0aCAyMjg1Cj4+CnN0cmVhbQoxIDAgMCAxIDAgMCBjbSAgQlQgL0YxIDEyIFRmIDE0LjQgVEwgRVQKMCAwIDAgcmcKQlQgL0YxIDExIFRmIDEzLjIgVEwgRVQKQlQgMSAwIDAgMSA0NSA3NzAgVG0gKFF1YXJ0ZXJseSBPcGVyYXRpb25zIFJlcG9ydCkgVGogVCogRVQKQlQgL0YyIDE2IFRmIDE5LjIgVEwgRVQKQlQgMSAwIDAgMSA0NSA3NDUgVG0gKEludm9pY2UgU3VtbWFyeSBhbmQgTGluZSBJdGVtcykgVGogVCogRVQKQlQgL0YxIDkgVGYgMTAuOCBUTCBFVApCVCAxIDAgMCAxIDQ1IDMwIFRtIChDb25maWRlbnRpYWwgfCBQYWdlIDEgb2YgNSkgVGogVCogRVQKbiA0NSA2MjUgbSA0NSA3MzAgbCBTCm4gMjQ1IDYyNSBtIDI0NSA3MzAgbCBTCm4gNDA1IDYyNSBtIDQwNSA3MzAgbCBTCm4gNTY1IDYyNSBtIDU2NSA3MzAgbCBTCm4gNDUgNzMwIG0gNTY1IDczMCBsIFMKbiA0NSA2OTUgbSA1NjUgNjk1IGwgUwpuIDQ1IDY2MCBtIDU2NSA2NjAgbCBTCm4gNDUgNjI1IG0gNTY1IDYyNSBsIFMKQlQgMSAwIDAgMSA1NSA3MDcgVG0gKEl0ZW0pIFRqIFQqIEVUCkJUIDEgMCAwIDEgMjU1IDcwNyBUbSAoUXVhbnRpdHkpIFRqIFQqIEVUCkJUIDEgMCAwIDEgNDE1IDcwNyBUbSAoQW1vdW50KSBUaiBUKiBFVApCVCAxIDAgMCAxIDU1IDY3MiBUbSAoRG9jdW1lbnQgYW5hbHlzaXMpIFRqIFQqIEVUCkJUIDEgMCAwIDEgMjU1IDY3MiBUbSAoMikgVGogVCogRVQKQlQgMSAwIDAgMSA0MTUgNjcyIFRtICgxMjAuMDApIFRqIFQqIEVUCkJUIDEgMCAwIDEgNTUgNjM3IFRtIChEb2N1bWVudCB2ZXJpZmljYXRpb24pIFRqIFQqIEVUCkJUIDEgMCAwIDEgMjU1IDYzNyBUbSAoMSkgVGogVCogRVQKQlQgMSAwIDAgMSA0MTUgNjM3IFRtICg4MC4wMCkgVGogVCogRVQKbiA0NSA0OTUgbSA0NSA2MDAgbCBTCm4gMjQ1IDQ5NSBtIDI0NSA2MDAgbCBTCm4gNDA1IDQ5NSBtIDQwNSA2MDAgbCBTCm4gNTY1IDQ5NSBtIDU2NSA2MDAgbCBTCm4gNDUgNjAwIG0gNTY1IDYwMCBsIFMKbiA0NSA1NjUgbSA1NjUgNTY1IGwgUwpuIDQ1IDUzMCBtIDU2NSA1MzAgbCBTCm4gNDUgNDk1IG0gNTY1IDQ5NSBsIFMKQlQgMSAwIDAgMSA1NSA1NzcgVG0gKEl0ZW0gY29udGludWVkKSBUaiBUKiBFVApCVCAxIDAgMCAxIDI1NSA1NzcgVG0gKFF1YW50aXR5KSBUaiBUKiBFVApCVCAxIDAgMCAxIDQxNSA1NzcgVG0gKEFtb3VudCkgVGogVCogRVQKQlQgMSAwIDAgMSA1NSA1NDIgVG0gKEZpeHR1cmUgdmFsaWRhdGlvbikgVGogVCogRVQKQlQgMSAwIDAgMSAyNTUgNTQyIFRtICgzKSBUaiBUKiBFVApCVCAxIDAgMCAxIDQxNSA1NDIgVG0gKDQ1LjAwKSBUaiBUKiBFVApCVCAxIDAgMCAxIDU1IDUwNyBUbSAoUHJvdmlkZXIgcmV2aWV3KSBUaiBUKiBFVApCVCAxIDAgMCAxIDI1NSA1MDcgVG0gKDEpIFRqIFQqIEVUCkJUIDEgMCAwIDEgNDE1IDUwNyBUbSAoMjUuMDApIFRqIFQqIEVUCkJUIC9GMSAxMCBUZiAxMiBUTCBFVApCVCAxIDAgMCAxIDQ1IDQ3MiBUbSAoU2VjdGlvbiAxLjE6IEludm9pY2UgdG90YWxzLCByZWdpb25hbCByZXZlbnVlLCBhbmQgcmVjb25jaWxpYXRpb24gbm90ZXMuKSBUaiBUKiBFVApCVCAxIDAgMCAxIDQ1IDQ0NCBUbSAoU2VjdGlvbiAxLjI6IEludm9pY2UgdG90YWxzLCByZWdpb25hbCByZXZlbnVlLCBhbmQgcmVjb25jaWxpYXRpb24gbm90ZXMuKSBUaiBUKiBFVApCVCAxIDAgMCAxIDQ1IDQxNiBUbSAoU2VjdGlvbiAxLjM6IEludm9pY2UgdG90YWxzLCByZWdpb25hbCByZXZlbnVlLCBhbmQgcmVjb25jaWxpYXRpb24gbm90ZXMuKSBUaiBUKiBFVApCVCAxIDAgMCAxIDQ1IDM4OCBUbSAoU2VjdGlvbiAxLjQ6IEludm9pY2UgdG90YWxzLCByZWdpb25hbCByZXZlbnVlLCBhbmQgcmVjb25jaWxpYXRpb24gbm90ZXMuKSBUaiBUKiBFVApCVCAxIDAgMCAxIDQ1IDM2MCBUbSAoU2VjdGlvbiAxLjU6IEludm9pY2UgdG90YWxzLCByZWdpb25hbCByZXZlbnVlLCBhbmQgcmVjb25jaWxpYXRpb24gbm90ZXMuKSBUaiBUKiBFVApCVCAxIDAgMCAxIDQ1IDMzMiBUbSAoU2VjdGlvbiAxLjY6IEludm9pY2UgdG90YWxzLCByZWdpb25hbCByZXZlbnVlLCBhbmQgcmVjb25jaWxpYXRpb24gbm90ZXMuKSBUaiBUKiBFVApCVCAxIDAgMCAxIDQ1IDMwNCBUbSAoU2VjdGlvbiAxLjc6IEludm9pY2UgdG90YWxzLCByZWdpb25hbCByZXZlbnVlLCBhbmQgcmVjb25jaWxpYXRpb24gbm90ZXMuKSBUaiBUKiBFVApCVCAxIDAgMCAxIDQ1IDI3NiBUbSAoU2VjdGlvbiAxLjg6IEludm9pY2UgdG90YWxzLCByZWdpb25hbCByZXZlbnVlLCBhbmQgcmVjb25jaWxpYXRpb24gbm90ZXMuKSBUaiBUKiBFVAogCmVuZHN0cmVhbQplbmRvYmoKMTkgMCBvYmoKPDwKL0xlbmd0aCAxNzIzCj4+CnN0cmVhbQoxIDAgMCAxIDAgMCBjbSAgQlQgL0YxIDEyIFRmIDE0LjQgVEwgRVQKMCAwIDAgcmcKQlQgL0YxIDExIFRmIDEzLjIgVEwgRVQKQlQgMSAwIDAgMS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+        Invoice Summary and Line Items\n\n|  Item | Quantity | Amount  |\n| --- |
+        --- | --- |\n|  Document analysis | 2 | 120.00  |\n|  Document verification
+        | 1 | 80.00  |\n\n|  Item continued | Quantity | Amount  |\n| --- | --- |
+        --- |\n|  Fixture validation | 3 | 45.00  |\n|  Provider review | 1 | 25.00  |\n\nSection
+        1.1: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.2: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.3: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.4: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.5: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.6: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.7: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 1 of 5","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[{"top_left_x":55,"top_left_y":14,"bottom_right_x":241,"bottom_right_y":33,"content":"Quarterly
+        Operations Report","confidence_scores":null,"type":"header"},{"top_left_x":55,"top_left_y":42,"bottom_right_x":383,"bottom_right_y":67,"content":"##
+        Invoice Summary and Line Items","confidence_scores":null,"type":"title"},{"top_left_x":55,"top_left_y":78,"bottom_right_x":728,"bottom_right_y":216,"content":"|  Item
+        | Quantity | Amount  |\n| --- | --- | --- |\n|  Document analysis | 2 | 120.00  |\n|  Document
+        verification | 1 | 80.00  |","confidence_scores":null,"type":"table","table_id":null},{"top_left_x":55,"top_left_y":246,"bottom_right_x":728,"bottom_right_y":384,"content":"|  Item
+        continued | Quantity | Amount  |\n| --- | --- | --- |\n|  Fixture validation
+        | 3 | 45.00  |\n|  Provider review | 1 | 25.00  |","confidence_scores":null,"type":"table","table_id":null},{"top_left_x":55,"top_left_y":400,"bottom_right_x":458,"bottom_right_y":417,"content":"Section
+        1.1: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":436,"bottom_right_x":458,"bottom_right_y":453,"content":"Section
+        1.2: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":473,"bottom_right_x":458,"bottom_right_y":489,"content":"Section
+        1.3: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":509,"bottom_right_x":458,"bottom_right_y":526,"content":"Section
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+        | Page 1 of 5","confidence_scores":null,"type":"footer"}]},{"index":1,"markdown":"Quarterly
+        Operations Report\n\n# Revenue Chart and Formula Review\n\n![img-0.jpeg](img-0.jpeg)\n\nQ1\n\n![img-1.jpeg](img-1.jpeg)\n\nQ2\n\n![img-2.jpeg](img-2.jpeg)\n\nQ3\n\n![img-3.jpeg](img-3.jpeg)\n\nQ4\n\n![img-4.jpeg](img-4.jpeg)\n\n![img-5.jpeg](img-5.jpeg)\n\nFormula:
+        gross margin = (revenue - cost) / revenue\n\n![img-6.jpeg](img-6.jpeg)\n\nSection
+        2.1: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.2: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.3: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.4: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.5: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.6: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.7: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 2 of 5","images":[{"id":"img-0.jpeg","top_left_x":87,"top_left_y":141,"bottom_right_x":177,"bottom_right_y":236,"image_base64":null,"image_annotation":null},{"id":"img-1.jpeg","top_left_x":216,"top_left_y":84,"bottom_right_x":306,"bottom_right_y":236,"image_base64":null,"image_annotation":null},{"id":"img-2.jpeg","top_left_x":346,"top_left_y":116,"bottom_right_x":435,"bottom_right_y":236,"image_base64":null,"image_annotation":null},{"id":"img-3.jpeg","top_left_x":476,"top_left_y":65,"bottom_right_x":564,"bottom_right_y":236,"image_base64":null,"image_annotation":null},{"id":"img-4.jpeg","top_left_x":584,"top_left_y":84,"bottom_right_x":681,"bottom_right_y":177,"image_base64":null,"image_annotation":null},{"id":"img-5.jpeg","top_left_x":584,"top_left_y":211,"bottom_right_x":681,"bottom_right_y":295,"image_base64":null,"image_annotation":null},{"id":"img-6.jpeg","top_left_x":584,"top_left_y":315,"bottom_right_x":648,"bottom_right_y":379,"image_base64":null,"image_annotation":null}],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[{"top_left_x":55,"top_left_y":14,"bottom_right_x":239,"bottom_right_y":33,"content":"Quarterly
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+        gross margin = (revenue - cost) / revenue","confidence_scores":null,"type":"text"},{"top_left_x":584,"top_left_y":315,"bottom_right_x":648,"bottom_right_y":379,"content":"![img-6.jpeg](img-6.jpeg)","confidence_scores":null,"type":"image","image_id":"img-6.jpeg"},{"top_left_x":54,"top_left_y":399,"bottom_right_x":456,"bottom_right_y":418,"content":"Section
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+        | Page 2 of 5","confidence_scores":null,"type":"footer"}]},{"index":2,"markdown":"Quarterly
+        Operations Report\n\n# Key Values, Link, Highlight, and Comment\n\nInvoice
+        Number: INV-2048\n\nPurchase Order: PO-4096\n\nhttps://example.com/invoices/INV-2048\n\nHighlighted
+        total requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\nRevised total: 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\n![img-7.jpeg](img-7.jpeg)\n\nConfidential
+        | Page 3 of 5","images":[{"id":"img-7.jpeg","top_left_x":138,"top_left_y":763,"bottom_right_x":331,"bottom_right_y":856,"image_base64":null,"image_annotation":null}],"tables":[],"hyperlinks":["https://example.com/invoices/INV-2048"],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[{"top_left_x":55,"top_left_y":14,"bottom_right_x":240,"bottom_right_y":33,"content":"Quarterly
+        Operations Report","confidence_scores":null,"type":"header"},{"top_left_x":55,"top_left_y":41,"bottom_right_x":477,"bottom_right_y":67,"content":"#
+        Key Values, Link, Highlight, and Comment","confidence_scores":null,"type":"title"},{"top_left_x":55,"top_left_y":104,"bottom_right_x":244,"bottom_right_y":122,"content":"Invoice
+        Number: INV-2048","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":136,"bottom_right_x":241,"bottom_right_y":154,"content":"Purchase
+        Order: PO-4096","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":265,"bottom_right_x":330,"bottom_right_y":284,"content":"https://example.com/invoices/INV-2048","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":284,"bottom_right_x":287,"bottom_right_y":304,"content":"Highlighted
+        total requiring review","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":322,"bottom_right_x":491,"bottom_right_y":342,"content":"Reviewer
+        comment: verify the highlighted total before approval","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":368,"bottom_right_x":206,"bottom_right_y":387,"content":"Revised
+        total: 245.00","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":400,"bottom_right_x":458,"bottom_right_y":417,"content":"Section
+        3.1: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"list"},{"top_left_x":55,"top_left_y":435,"bottom_right_x":458,"bottom_right_y":453,"content":"Section
+        3.2: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"list"},{"top_left_x":55,"top_left_y":472,"bottom_right_x":458,"bottom_right_y":489,"content":"Section
+        3.3: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"list"},{"top_left_x":55,"top_left_y":508,"bottom_right_x":458,"bottom_right_y":525,"content":"Section
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+        | Page 3 of 5","confidence_scores":null,"type":"footer"}]},{"index":3,"markdown":"Quarterly
+        Operations Report\n\n# Approval Signature and Watermark\n\nApproved by: Jordan
+        Lee\n\nSignature\n\nSection 4.1: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.2: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.3: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.4: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.5: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.6: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.7: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 4 of 5","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[{"top_left_x":55,"top_left_y":14,"bottom_right_x":241,"bottom_right_y":33,"content":"Quarterly
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+        | Page 4 of 5","confidence_scores":null,"type":"footer"}]},{"index":4,"markdown":"Quarterly
+        Operations Report\n\n# Appendix with Section Boundaries\n\n## 1. Scope\n\n##
+        2. Findings\n\n## 3. Recommendations\n\nSection 5.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nConfidential | Page 5 of 5","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[{"top_left_x":55,"top_left_y":14,"bottom_right_x":241,"bottom_right_y":33,"content":"Quarterly
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 3.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 3.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 3.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
21 0 obj
<<
/Length 1494
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Approval Signature and Watermark) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 4 of 5) Tj T* ET
q
.827451 .827451 .827451 rg
BT /F2 54 Tf 64.8 TL ET
.906308 .422618 -0.422618 .906308 110 390 cm
BT 1 0 0 1 0 0 Tm (DRAFT) Tj T* ET
Q
0 0 0 rg
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 635 Tm (Approved by: Jordan Lee) Tj T* ET
n 45 610 m 310 610 l S
n 55 595 m 75 625 112 602 155 600 c S
BT 1 0 0 1 45 580 Tm (Signature) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 4.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 4.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 4.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 4.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 4.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 4.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 4.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 4.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
22 0 obj
<<
/Length 1327
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Appendix with Section Boundaries) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 5 of 5) Tj T* ET
BT /F2 14 Tf 16.8 TL ET
BT 1 0 0 1 45 700 Tm (1. Scope) Tj T* ET
BT 1 0 0 1 45 650 Tm (2. Findings) Tj T* ET
BT 1 0 0 1 45 600 Tm (3. Recommendations) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 5.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 5.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 5.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 5.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 5.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 5.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 5.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 5.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
xref
0 23
0000000000 65535 f 
0000000061 00000 n 
0000000102 00000 n 
0000000209 00000 n 
0000000321 00000 n 
0000000516 00000 n 
0000006322 00000 n 
0000012824 00000 n 
0000014142 00000 n 
0000014496 00000 n 
0000014664 00000 n 
0000014850 00000 n 
0000015028 00000 n 
0000015256 00000 n 
0000015452 00000 n 
0000015648 00000 n 
0000015718 00000 n 
0000016128 00000 n 
0000016215 00000 n 
0000018552 00000 n 
0000020327 00000 n 
0000022845 00000 n 
0000024391 00000 n 
trailer
<<
/ID 
[<cb011a3ef088e46b638e8b45c01a470f><cb011a3ef088e46b638e8b45c01a470f>]
% ReportLab generated PDF document -- digest (opensource)

/Info 16 0 R
/Root 15 0 R
/Size 23
>>
startxref
25770
%%EOF

+        type: document_url
+      include_blocks: true
+      model: mistral/mistral-ocr-4-1
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/99d9d5ac0449213a562a36163ee598ef9e6df1813bee21137e88bcc14ce7a473.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/99d9d5ac0449213a562a36163ee598ef9e6df1813bee21137e88bcc14ce7a473.yaml
new file mode 100644
index 00000000000..80c9a75578a
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/99d9d5ac0449213a562a36163ee598ef9e6df1813bee21137e88bcc14ce7a473.yaml
@@ -0,0 +1,92 @@
+interactions:
+- request:
+    body: '{"model":"mistral-ocr-latest","document":{"type":"document_url","document_url":"data:application/pdf;base64,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"},"pages":[0],"include_image_base64":true,"image_limit":1,"image_min_size":300,"bbox_annotation_format":{"type":"json_schema","json_schema":{"name":"bounding_boxes","description":"Extract
+      the visible document fields","schema":{"additionalProperties":false,"properties":{"title":{"type":"string"}},"required":["title"],"type":"object"},"strict":true}},"extract_header":true,"extract_footer":false,"table_format":"markdown","confidence_scores_granularity":"page","include_blocks":false,"id":"case-1"}'
+    headers:
+      Accept:
+      - '*/*'
+      Content-Type:
+      - application/json
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'{"model":"mistral-ocr-latest","document":{"type":"document_url","document_url":"data:application/pdf;base64,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+      string: '{"pages":[{"index":0,"markdown":"Quarterly Operations Report\n\n##
+        Invoice Summary and Line Items\n\n|  Item | Quantity | Amount  |\n| --- |
+        --- | --- |\n|  Document analysis | 2 | 120.00  |\n|  Document verification
+        | 1 | 80.00  |\n\n|  Item continued | Quantity | Amount  |\n| --- | --- |
+        --- |\n|  Fixture validation | 3 | 45.00  |\n|  Provider review | 1 | 25.00  |\n\nSection
+        1.1: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.2: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.3: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.4: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.5: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.6: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.7: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 1 of 5","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[{"top_left_x":55,"top_left_y":14,"bottom_right_x":241,"bottom_right_y":33,"content":"Quarterly
+        Operations Report","confidence_scores":null,"type":"header"},{"top_left_x":55,"top_left_y":42,"bottom_right_x":383,"bottom_right_y":67,"content":"##
+        Invoice Summary and Line Items","confidence_scores":null,"type":"title"},{"top_left_x":55,"top_left_y":78,"bottom_right_x":728,"bottom_right_y":216,"content":"|  Item
+        | Quantity | Amount  |\n| --- | --- | --- |\n|  Document analysis | 2 | 120.00  |\n|  Document
+        verification | 1 | 80.00  |","confidence_scores":null,"type":"table","table_id":null},{"top_left_x":55,"top_left_y":246,"bottom_right_x":728,"bottom_right_y":384,"content":"|  Item
+        continued | Quantity | Amount  |\n| --- | --- | --- |\n|  Fixture validation
+        | 3 | 45.00  |\n|  Provider review | 1 | 25.00  |","confidence_scores":null,"type":"table","table_id":null},{"top_left_x":55,"top_left_y":400,"bottom_right_x":458,"bottom_right_y":417,"content":"Section
+        1.1: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":436,"bottom_right_x":458,"bottom_right_y":453,"content":"Section
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+        Operations Report\n\n# Revenue Chart and Formula Review\n\n![img-0.jpeg](img-0.jpeg)\n\nQ1\n\n![img-1.jpeg](img-1.jpeg)\n\nQ2\n\n![img-2.jpeg](img-2.jpeg)\n\nQ3\n\n![img-3.jpeg](img-3.jpeg)\n\nQ4\n\n![img-4.jpeg](img-4.jpeg)\n\n![img-5.jpeg](img-5.jpeg)\n\nFormula:
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+        2.1: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.2: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.3: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.4: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.5: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.6: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.7: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 3.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 3.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 3.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
21 0 obj
<<
/Length 1494
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Approval Signature and Watermark) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 4 of 5) Tj T* ET
q
.827451 .827451 .827451 rg
BT /F2 54 Tf 64.8 TL ET
.906308 .422618 -0.422618 .906308 110 390 cm
BT 1 0 0 1 0 0 Tm (DRAFT) Tj T* ET
Q
0 0 0 rg
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 635 Tm (Approved by: Jordan Lee) Tj T* ET
n 45 610 m 310 610 l S
n 55 595 m 75 625 112 602 155 600 c S
BT 1 0 0 1 45 580 Tm (Signature) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 4.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 4.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 4.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 4.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 4.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 4.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 4.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 4.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
22 0 obj
<<
/Length 1327
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Appendix with Section Boundaries) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 5 of 5) Tj T* ET
BT /F2 14 Tf 16.8 TL ET
BT 1 0 0 1 45 700 Tm (1. Scope) Tj T* ET
BT 1 0 0 1 45 650 Tm (2. Findings) Tj T* ET
BT 1 0 0 1 45 600 Tm (3. Recommendations) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 5.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 5.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 5.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 5.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 5.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 5.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 5.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 5.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
xref
0 23
0000000000 65535 f 
0000000061 00000 n 
0000000102 00000 n 
0000000209 00000 n 
0000000321 00000 n 
0000000516 00000 n 
0000006322 00000 n 
0000012824 00000 n 
0000014142 00000 n 
0000014496 00000 n 
0000014664 00000 n 
0000014850 00000 n 
0000015028 00000 n 
0000015256 00000 n 
0000015452 00000 n 
0000015648 00000 n 
0000015718 00000 n 
0000016128 00000 n 
0000016215 00000 n 
0000018552 00000 n 
0000020327 00000 n 
0000022845 00000 n 
0000024391 00000 n 
trailer
<<
/ID 
[<cb011a3ef088e46b638e8b45c01a470f><cb011a3ef088e46b638e8b45c01a470f>]
% ReportLab generated PDF document -- digest (opensource)

/Info 16 0 R
/Root 15 0 R
/Size 23
>>
startxref
25770
%%EOF

+        type: document_url
+      model: mistral/mistral-ocr-latest
+      pages:
+      - 0
+      - 1
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/b19fdc140375a4eadfd6eb4e4cbe88e27651580bac1e145ad352728b1a0acd31.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/b19fdc140375a4eadfd6eb4e4cbe88e27651580bac1e145ad352728b1a0acd31.yaml
new file mode 100644
index 00000000000..acabdaf2b5e
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/b19fdc140375a4eadfd6eb4e4cbe88e27651580bac1e145ad352728b1a0acd31.yaml
@@ -0,0 +1,68 @@
+interactions:
+- request:
+    body: '{"model":"mistral-ocr-latest","document":{"type":"image_url","image_url":"https://dummyjson.com/image/800x300/ffffff/000000?text=invoice%20123&fontSize=24"},"image_min_size":300}'
+    headers:
+      Accept:
+      - '*/*'
+      Content-Type:
+      - application/json
+      User-Agent:
+      - litellm/1.101.0
+    method: POST
+    uri: http://parity-provider.invalid/v1/ocr
+  response:
+    body:
+      string: '{"pages":[{"index":0,"markdown":"invoice 123","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":200,"height":300,"width":800},"confidence_scores":null,"blocks":[{"top_left_x":335,"top_left_y":138,"bottom_right_x":464,"bottom_right_y":162,"content":"invoice
+        123","confidence_scores":null,"type":"text"}]}],"model":"mistral-ocr-latest","document_annotation":null,"usage_info":{"pages_processed":1,"doc_size_bytes":4124}}'
+    headers:
+      CF-RAY:
+      - a346d36688d203c2-SJC
+      Content-Type:
+      - application/json
+      Date:
+      - Tue, 01 Sep 2026 19:54:15 GMT
+      Server:
+      - cloudflare
+      Strict-Transport-Security:
+      - max-age=15552000; includeSubDomains; preload
+      X-Content-Type-Options:
+      - nosniff
+      access-control-allow-origin:
+      - '*'
+      alt-svc:
+      - h3=":443"; ma=86400
+      cf-cache-status:
+      - DYNAMIC
+      mistral-correlation-id:
+      - 01a05e89-5c60-769b-abf3-44dcefdf5282
+      x-envoy-upstream-service-time:
+      - '272'
+      x-kong-proxy-latency:
+      - '17'
+      x-kong-request-id:
+      - 01a05e89-5c60-769b-abf3-44dcefdf5282
+      x-kong-upstream-latency:
+      - '273'
+      x-ratelimit-limit-ocr-pages-minute:
+      - '60'
+      x-ratelimit-ocr-pages-query-cost:
+      - '1'
+      x-ratelimit-remaining-ocr-pages-minute:
+      - '55'
+    status:
+      code: 200
+      message: ''
+recorded_at: '2026-09-01T19:54:15.898087+00:00'
+ttl_seconds: 0
+version: 1
+x-litellm:
+  case:
+    litellm_input:
+      contract: mistral
+      document:
+        image_url: https://dummyjson.com/image/800x300/ffffff/000000?text=invoice%20123&fontSize=24
+        type: image_url
+      image_min_size: 300
+      model: mistral/mistral-ocr-latest
+  request_source: python_replay
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/b446a23a15552419ec3f68b454c6744d7e7487bd01194c71f675f4391fd8e256.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/b446a23a15552419ec3f68b454c6744d7e7487bd01194c71f675f4391fd8e256.yaml
new file mode 100644
index 00000000000..6602c259900
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/b446a23a15552419ec3f68b454c6744d7e7487bd01194c71f675f4391fd8e256.yaml
@@ -0,0 +1,193 @@
+interactions:
+- request:
+    body: '{"model":"mistral-ocr-4-1","document":{"type":"document_url","document_url":"data:application/pdf;base64,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+      - application/json
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+      string: '{"pages":[{"index":0,"markdown":"Quarterly Operations Report\n\n##
+        Invoice Summary and Line Items\n\n|  Item | Quantity | Amount  |\n| --- |
+        --- | --- |\n|  Document analysis | 2 | 120.00  |\n|  Document verification
+        | 1 | 80.00  |\n\n|  Item continued | Quantity | Amount  |\n| --- | --- |
+        --- |\n|  Fixture validation | 3 | 45.00  |\n|  Provider review | 1 | 25.00  |\n\nSection
+        1.1: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.2: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.3: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.4: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.5: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.6: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.7: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 1 of 5","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":{"word_confidence_scores":[],"average_page_confidence_score":0.9835907112129545,"minimum_page_confidence_score":0.26094085317740695},"blocks":[{"top_left_x":55,"top_left_y":14,"bottom_right_x":241,"bottom_right_y":33,"content":"Quarterly
+        Operations Report","confidence_scores":{"average_content_confidence_score":0.9999899645437226,"minimum_content_confidence_score":0.9999778806072335,"block_type_confidence_score":0.9989654016880637},"type":"header"},{"top_left_x":55,"top_left_y":42,"bottom_right_x":383,"bottom_right_y":67,"content":"##
+        Invoice Summary and Line Items","confidence_scores":{"average_content_confidence_score":0.9998313248480118,"minimum_content_confidence_score":0.9992403798445277,"block_type_confidence_score":0.9999723442092404},"type":"title"},{"top_left_x":55,"top_left_y":78,"bottom_right_x":726,"bottom_right_y":215,"content":"|  Item
+        | Quantity | Amount  |\n| --- | --- | --- |\n|  Document analysis | 2 | 120.00  |\n|  Document
+        verification | 1 | 80.00  |","confidence_scores":{"average_content_confidence_score":0.9998734077827075,"minimum_content_confidence_score":0.9996340359632188,"block_type_confidence_score":1.0},"type":"table","table_id":null},{"top_left_x":55,"top_left_y":245,"bottom_right_x":726,"bottom_right_y":383,"content":"|  Item
+        continued | Quantity | Amount  |\n| --- | --- | --- |\n|  Fixture validation
+        | 3 | 45.00  |\n|  Provider review | 1 | 25.00  |","confidence_scores":{"average_content_confidence_score":0.9999947690965251,"minimum_content_confidence_score":0.9999871607489509,"block_type_confidence_score":1.0},"type":"table","table_id":null},{"top_left_x":55,"top_left_y":400,"bottom_right_x":458,"bottom_right_y":417,"content":"Section
+        1.1: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":{"average_content_confidence_score":0.9999964783017512,"minimum_content_confidence_score":0.999989816225948,"block_type_confidence_score":0.9979096331666133},"type":"text"},{"top_left_x":55,"top_left_y":436,"bottom_right_x":458,"bottom_right_y":453,"content":"Section
+        1.2: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":{"average_content_confidence_score":0.9999986017718001,"minimum_content_confidence_score":0.9999906677083418,"block_type_confidence_score":1.0},"type":"text"},{"top_left_x":55,"top_left_y":473,"bottom_right_x":458,"bottom_right_y":489,"content":"Section
+        1.3: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":{"average_content_confidence_score":0.9999984899318645,"minimum_content_confidence_score":0.9999905995888662,"block_type_confidence_score":1.0},"type":"text"},{"top_left_x":55,"top_left_y":509,"bottom_right_x":458,"bottom_right_y":526,"content":"Section
+        1.4: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":{"average_content_confidence_score":0.9999978035484296,"minimum_content_confidence_score":0.9999849287765646,"block_type_confidence_score":1.0},"type":"text"},{"top_left_x":55,"top_left_y":545,"bottom_right_x":458,"bottom_right_y":562,"content":"Section
+        1.5: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":{"average_content_confidence_score":0.9999974267312606,"minimum_content_confidence_score":0.9999821530038524,"block_type_confidence_score":1.0},"type":"text"},{"top_left_x":55,"top_left_y":581,"bottom_right_x":458,"bottom_right_y":598,"content":"Section
+        1.6: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":{"average_content_confidence_score":0.9999963810010111,"minimum_content_confidence_score":0.9999731616435336,"block_type_confidence_score":1.0},"type":"text"},{"top_left_x":55,"top_left_y":617,"bottom_right_x":458,"bottom_right_y":634,"content":"Section
+        1.7: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":{"average_content_confidence_score":0.9999970902045665,"minimum_content_confidence_score":0.9999805352266775,"block_type_confidence_score":1.0},"type":"text"},{"top_left_x":55,"top_left_y":653,"bottom_right_x":458,"bottom_right_y":670,"content":"Section
+        1.8: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":{"average_content_confidence_score":0.999996520614927,"minimum_content_confidence_score":0.9999754264739827,"block_type_confidence_score":1.0},"type":"text"},{"top_left_x":55,"top_left_y":971,"bottom_right_x":192,"bottom_right_y":988,"content":"Confidential
+        | Page 1 of 5","confidence_scores":{"average_content_confidence_score":0.9999826692576258,"minimum_content_confidence_score":0.999951804210119,"block_type_confidence_score":1.0},"type":"footer"}]},{"index":1,"markdown":"Quarterly
+        Operations Report\n\n# Revenue Chart and Formula Review\n\n![img-0.jpeg](img-0.jpeg)\n\nQ1\n\n![img-1.jpeg](img-1.jpeg)\n\nQ2\n\n![img-2.jpeg](img-2.jpeg)\n\nQ3\n\n![img-3.jpeg](img-3.jpeg)\n\nQ4\n\n![img-4.jpeg](img-4.jpeg)\n\n![img-5.jpeg](img-5.jpeg)\n\nFormula:
+        gross margin = (revenue - cost) / revenue\n\n![img-6.jpeg](img-6.jpeg)\n\nSection
+        2.1: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.2: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.3: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.4: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.5: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.6: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.7: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 2 of 5","images":[{"id":"img-0.jpeg","top_left_x":87,"top_left_y":141,"bottom_right_x":177,"bottom_right_y":236,"image_base64":null,"image_annotation":null},{"id":"img-1.jpeg","top_left_x":216,"top_left_y":84,"bottom_right_x":306,"bottom_right_y":236,"image_base64":null,"image_annotation":null},{"id":"img-2.jpeg","top_left_x":346,"top_left_y":116,"bottom_right_x":435,"bottom_right_y":236,"image_base64":null,"image_annotation":null},{"id":"img-3.jpeg","top_left_x":476,"top_left_y":65,"bottom_right_x":563,"bottom_right_y":236,"image_base64":null,"image_annotation":null},{"id":"img-4.jpeg","top_left_x":584,"top_left_y":84,"bottom_right_x":681,"bottom_right_y":177,"image_base64":null,"image_annotation":null},{"id":"img-5.jpeg","top_left_x":584,"top_left_y":211,"bottom_right_x":681,"bottom_right_y":295,"image_base64":null,"image_annotation":null},{"id":"img-6.jpeg","top_left_x":584,"top_left_y":315,"bottom_right_x":648,"bottom_right_y":379,"image_base64":null,"image_annotation":null}],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":{"word_confidence_scores":[],"average_page_confidence_score":0.9704658530116999,"minimum_page_confidence_score":0.22133978201304677},"blocks":[{"top_left_x":55,"top_left_y":14,"bottom_right_x":239,"bottom_right_y":33,"content":"Quarterly
+        Operations Report","confidence_scores":{"average_content_confidence_score":0.9999806450977683,"minimum_content_confidence_score":0.9999449155210456,"block_type_confidence_score":0.9901896543064508},"type":"header"},{"top_left_x":55,"top_left_y":42,"bottom_right_x":412,"bottom_right_y":65,"content":"#
+        Revenue Chart and Formula Review","confidence_scores":{"average_content_confidence_score":0.9370181157569916,"minimum_content_confidence_score":0.6224469010068592,"block_type_confidence_score":0.9234243026283717},"type":"title"},{"top_left_x":87,"top_left_y":141,"bottom_right_x":177,"bottom_right_y":236,"content":"![img-0.jpeg](img-0.jpeg)","confidence_scores":{"average_content_confidence_score":null,"minimum_content_confidence_score":null,"block_type_confidence_score":0.9999860527077029},"type":"image","image_id":"img-0.jpeg"},{"top_left_x":113,"top_left_y":249,"bottom_right_x":131,"bottom_right_y":263,"content":"Q1","confidence_scores":{"average_content_confidence_score":0.9998899829575701,"minimum_content_confidence_score":0.9998899829575701,"block_type_confidence_score":0.9578353469940953},"type":"caption"},{"top_left_x":216,"top_left_y":84,"bottom_right_x":306,"bottom_right_y":236,"content":"![img-1.jpeg](img-1.jpeg)","confidence_scores":{"average_content_confidence_score":null,"minimum_content_confidence_score":null,"block_type_confidence_score":0.9999960661089133},"type":"image","image_id":"img-1.jpeg"},{"top_left_x":242,"top_left_y":249,"bottom_right_x":262,"bottom_right_y":263,"content":"Q2","confidence_scores":{"average_content_confidence_score":0.9999572063059501,"minimum_content_confidence_score":0.9999572063059501,"block_type_confidence_score":0.9999991655356624},"type":"caption"},{"top_left_x":346,"top_left_y":116,"bottom_right_x":435,"bottom_right_y":236,"content":"![img-2.jpeg](img-2.jpeg)","confidence_scores":{"average_content_confidence_score":null,"minimum_content_confidence_score":null,"block_type_confidence_score":0.9999983310727032},"type":"image","image_id":"img-2.jpeg"},{"top_left_x":372,"top_left_y":249,"bottom_right_x":391,"bottom_right_y":263,"content":"Q3","confidence_scores":{"average_content_confidence_score":0.9999455850055542,"minimum_content_confidence_score":0.9999455850055542,"block_type_confidence_score":1.0},"type":"caption"},{"top_left_x":476,"top_left_y":65,"bottom_right_x":563,"bottom_right_y":236,"content":"![img-3.jpeg](img-3.jpeg)","confidence_scores":{"average_content_confidence_score":null,"minimum_content_confidence_score":null,"block_type_confidence_score":0.9999810460826691},"type":"image","image_id":"img-3.jpeg"},{"top_left_x":501,"top_left_y":249,"bottom_right_x":520,"bottom_right_y":263,"content":"Q4","confidence_scores":{"average_content_confidence_score":0.9999338447975046,"minimum_content_confidence_score":0.9999338447975046,"block_type_confidence_score":0.9999984502816872},"type":"caption"},{"top_left_x":584,"top_left_y":84,"bottom_right_x":681,"bottom_right_y":177,"content":"![img-4.jpeg](img-4.jpeg)","confidence_scores":{"average_content_confidence_score":null,"minimum_content_confidence_score":null,"block_type_confidence_score":0.9999594704850789},"type":"image","image_id":"img-4.jpeg"},{"top_left_x":584,"top_left_y":211,"bottom_right_x":681,"bottom_right_y":295,"content":"![img-5.jpeg](img-5.jpeg)","confidence_scores":{"average_content_confidence_score":null,"minimum_content_confidence_score":null,"block_type_confidence_score":0.9999934435319415},"type":"image","image_id":"img-5.jpeg"},{"top_left_x":55,"top_left_y":300,"bottom_right_x":322,"bottom_right_y":316,"content":"Formula:
+        gross margin = (revenue - cost) / revenue","confidence_scores":{"average_content_confidence_score":0.9998037704554752,"minimum_content_confidence_score":0.998797434057903,"block_type_confidence_score":0.9398871033621771},"type":"text"},{"top_left_x":584,"top_left_y":315,"bottom_right_x":648,"bottom_right_y":379,"content":"![img-6.jpeg](img-6.jpeg)","confidence_scores":{"average_content_confidence_score":null,"minimum_content_confidence_score":null,"block_type_confidence_score":0.9998461244924994},"type":"image","image_id":"img-6.jpeg"},{"top_left_x":54,"top_left_y":399,"bottom_right_x":456,"bottom_right_y":418,"content":"Section
+        2.1: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":{"average_content_confidence_score":0.9999953874939655,"minimum_content_confidence_score":0.9999831917733143,"block_type_confidence_score":0.8788742772299617},"type":"text"},{"top_left_x":54,"top_left_y":435,"bottom_right_x":455,"bottom_right_y":453,"content":"Section
+        2.2: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":{"average_content_confidence_score":0.9999993453641126,"minimum_content_confidence_score":0.9999985524607302,"block_type_confidence_score":0.9999997615814777},"type":"text"},{"top_left_x":54,"top_left_y":472,"bottom_right_x":455,"bottom_right_y":489,"content":"Section
+        2.3: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":{"average_content_confidence_score":0.9999989535419131,"minimum_content_confidence_score":0.9999974489357865,"block_type_confidence_score":1.0},"type":"text"},{"top_left_x":54,"top_left_y":509,"bottom_right_x":455,"bottom_right_y":525,"content":"Section
+        2.4: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":{"average_content_confidence_score":0.999998468287418,"minimum_content_confidence_score":0.9999949932351057,"block_type_confidence_score":1.0},"type":"text"},{"top_left_x":54,"top_left_y":545,"bottom_right_x":455,"bottom_right_y":562,"content":"Section
+        2.5: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":{"average_content_confidence_score":0.9999980690347675,"minimum_content_confidence_score":0.9999921322487634,"block_type_confidence_score":1.0},"type":"text"},{"top_left_x":54,"top_left_y":581,"bottom_right_x":455,"bottom_right_y":598,"content":"Section
+        2.6: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":{"average_content_confidence_score":0.999998008485814,"minimum_content_confidence_score":0.9999908209686689,"block_type_confidence_score":1.0},"type":"text"},{"top_left_x":54,"top_left_y":616,"bottom_right_x":455,"bottom_right_y":634,"content":"Section
+        2.7: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":{"average_content_confidence_score":0.9999981213011324,"minimum_content_confidence_score":0.9999924898711537,"block_type_confidence_score":1.0},"type":"text"},{"top_left_x":54,"top_left_y":652,"bottom_right_x":455,"bottom_right_y":670,"content":"Section
+        2.8: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":{"average_content_confidence_score":0.9999977658555631,"minimum_content_confidence_score":0.99999238776432,"block_type_confidence_score":1.0},"type":"text"},{"top_left_x":55,"top_left_y":972,"bottom_right_x":190,"bottom_right_y":988,"content":"Confidential
+        | Page 2 of 5","confidence_scores":{"average_content_confidence_score":0.9999794220027559,"minimum_content_confidence_score":0.999886406453068,"block_type_confidence_score":0.9999430597731408},"type":"footer"}]},{"index":2,"markdown":"Quarterly
+        Operations Report\n\n# Key Values, Link, Highlight, and Comment\n\nInvoice
+        Number: INV-2048\n\nPurchase Order: PO-4096\n\nhttps://example.com/invoices/INV-2048\n\nHighlighted
+        total requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\nRevised total: 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\n![img-7.jpeg](img-7.jpeg)\n\nConfidential
+        | Page 3 of 5","images":[{"id":"img-7.jpeg","top_left_x":138,"top_left_y":763,"bottom_right_x":331,"bottom_right_y":856,"image_base64":null,"image_annotation":null}],"tables":[],"hyperlinks":["https://example.com/invoices/INV-2048"],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":{"word_confidence_scores":[],"average_page_confidence_score":0.9781348311990421,"minimum_page_confidence_score":0.36012257971713685},"blocks":[{"top_left_x":55,"top_left_y":14,"bottom_right_x":240,"bottom_right_y":33,"content":"Quarterly
+        Operations Report","confidence_scores":{"average_content_confidence_score":0.9999761864155111,"minimum_content_confidence_score":0.9999315394742461,"block_type_confidence_score":0.9877458052406024},"type":"header"},{"top_left_x":55,"top_left_y":41,"bottom_right_x":477,"bottom_right_y":67,"content":"#
+        Key Values, Link, Highlight, and Comment","confidence_scores":{"average_content_confidence_score":0.9673275205300185,"minimum_content_confidence_score":0.7772845543357969,"block_type_confidence_score":0.9992449029350807},"type":"title"},{"top_left_x":55,"top_left_y":104,"bottom_right_x":244,"bottom_right_y":122,"content":"Invoice
+        Number: INV-2048","confidence_scores":{"average_content_confidence_score":0.9999771854992066,"minimum_content_confidence_score":0.9999507041842814,"block_type_confidence_score":0.999922043204773},"type":"text"},{"top_left_x":55,"top_left_y":136,"bottom_right_x":241,"bottom_right_y":154,"content":"Purchase
+        Order: PO-4096","confidence_scores":{"average_content_confidence_score":0.9999902832139443,"minimum_content_confidence_score":0.9999853374722015,"block_type_confidence_score":1.0},"type":"text"},{"top_left_x":55,"top_left_y":265,"bottom_right_x":330,"bottom_right_y":284,"content":"https://example.com/invoices/INV-2048","confidence_scores":{"average_content_confidence_score":0.9999377918985882,"minimum_content_confidence_score":0.9999377918985882,"block_type_confidence_score":0.9982114888291278},"type":"text"},{"top_left_x":55,"top_left_y":284,"bottom_right_x":287,"bottom_right_y":304,"content":"Highlighted
+        total requiring review","confidence_scores":{"average_content_confidence_score":0.9997369451715264,"minimum_content_confidence_score":0.9990085755702717,"block_type_confidence_score":0.9949933681522658},"type":"text"},{"top_left_x":55,"top_left_y":322,"bottom_right_x":491,"bottom_right_y":342,"content":"Reviewer
+        comment: verify the highlighted total before approval","confidence_scores":{"average_content_confidence_score":0.999993936550615,"minimum_content_confidence_score":0.9999816421070834,"block_type_confidence_score":0.999715409232722},"type":"text"},{"top_left_x":55,"top_left_y":369,"bottom_right_x":206,"bottom_right_y":387,"content":"Revised
+        total: 245.00","confidence_scores":{"average_content_confidence_score":0.9721360479498555,"minimum_content_confidence_score":0.9192946214862464,"block_type_confidence_score":0.9966106051981806},"type":"text"},{"top_left_x":55,"top_left_y":400,"bottom_right_x":458,"bottom_right_y":417,"content":"Section
+        3.1: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":{"average_content_confidence_score":0.999996599112234,"minimum_content_confidence_score":0.9999851673043546,"block_type_confidence_score":0.5925061016878095},"type":"list"},{"top_left_x":55,"top_left_y":436,"bottom_right_x":458,"bottom_right_y":453,"content":"Section
+        3.2: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":{"average_content_confidence_score":0.9999994269923066,"minimum_content_confidence_score":0.9999971049261259,"block_type_confidence_score":1.0},"type":"list"},{"top_left_x":55,"top_left_y":473,"bottom_right_x":458,"bottom_right_y":489,"content":"Section
+        3.3: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":{"average_content_confidence_score":0.9999990177570304,"minimum_content_confidence_score":0.9999947718500753,"block_type_confidence_score":1.0},"type":"list"},{"top_left_x":55,"top_left_y":509,"bottom_right_x":458,"bottom_right_y":526,"content":"Section
+        3.4: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":{"average_content_confidence_score":0.9999984492048648,"minimum_content_confidence_score":0.9999894075224716,"block_type_confidence_score":1.0},"type":"list"},{"top_left_x":55,"top_left_y":545,"bottom_right_x":458,"bottom_right_y":562,"content":"Section
+        3.5: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":{"average_content_confidence_score":0.9999984198679,"minimum_content_confidence_score":0.9999906677083418,"block_type_confidence_score":1.0},"type":"list"},{"top_left_x":55,"top_left_y":581,"bottom_right_x":458,"bottom_right_y":598,"content":"Section
+        3.6: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":{"average_content_confidence_score":0.9999981355368193,"minimum_content_confidence_score":0.9999886411963149,"block_type_confidence_score":1.0},"type":"list"},{"top_left_x":55,"top_left_y":617,"bottom_right_x":458,"bottom_right_y":634,"content":"Section
+        3.7: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":{"average_content_confidence_score":0.9999980566660045,"minimum_content_confidence_score":0.9999911615654709,"block_type_confidence_score":0.9999998807907247},"type":"list"},{"top_left_x":55,"top_left_y":653,"bottom_right_x":458,"bottom_right_y":670,"content":"Section
+        3.8: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":{"average_content_confidence_score":0.9999981554952024,"minimum_content_confidence_score":0.9999881813958942,"block_type_confidence_score":0.9999991655356624},"type":"list"},{"top_left_x":138,"top_left_y":763,"bottom_right_x":331,"bottom_right_y":856,"content":"![img-7.jpeg](img-7.jpeg)","confidence_scores":{"average_content_confidence_score":null,"minimum_content_confidence_score":null,"block_type_confidence_score":0.999977350747961},"type":"image","image_id":"img-7.jpeg"},{"top_left_x":55,"top_left_y":971,"bottom_right_x":192,"bottom_right_y":988,"content":"Confidential
+        | Page 3 of 5","confidence_scores":{"average_content_confidence_score":0.9999973774103866,"minimum_content_confidence_score":0.9999926090786457,"block_type_confidence_score":0.9999766175054429},"type":"footer"}]},{"index":3,"markdown":"Quarterly
+        Operations Report\n\n# Approval Signature and Watermark\n\nApproved by: Jordan
+        Lee\n\nSignature\n\nSection 4.1: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.2: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.3: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.4: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.5: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.6: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.7: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 4 of 5","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":{"word_confidence_scores":[],"average_page_confidence_score":0.9793263334381583,"minimum_page_confidence_score":0.35238389858790803},"blocks":[{"top_left_x":55,"top_left_y":14,"bottom_right_x":241,"bottom_right_y":33,"content":"Quarterly
+        Operations Report","confidence_scores":{"average_content_confidence_score":0.9999884634539402,"minimum_content_confidence_score":0.9999744502152467,"block_type_confidence_score":0.9974491186294578},"type":"header"},{"top_left_x":55,"top_left_y":41,"bottom_right_x":408,"bottom_right_y":67,"content":"#
+        Approval Signature and Watermark","confidence_scores":{"average_content_confidence_score":0.9458516441927177,"minimum_content_confidence_score":0.7310447872614673,"block_type_confidence_score":0.9998800898331569},"type":"title"},{"top_left_x":55,"top_left_y":188,"bottom_right_x":234,"bottom_right_y":208,"content":"Approved
+        by: Jordan Lee","confidence_scores":{"average_content_confidence_score":0.9999474145865043,"minimum_content_confidence_score":0.9998196688755632,"block_type_confidence_score":0.9999549409187368},"type":"text"},{"top_left_x":55,"top_left_y":259,"bottom_right_x":128,"bottom_right_y":279,"content":"Signature","confidence_scores":{"average_content_confidence_score":0.9640273090239989,"minimum_content_confidence_score":0.9640273090239989,"block_type_confidence_score":0.9984839332514094},"type":"text"},{"top_left_x":55,"top_left_y":400,"bottom_right_x":458,"bottom_right_y":418,"content":"Section
+        4.1: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":{"average_content_confidence_score":0.9999925282218124,"minimum_content_confidence_score":0.9999798540367254,"block_type_confidence_score":0.9316149974417105},"type":"text"},{"top_left_x":55,"top_left_y":436,"bottom_right_x":458,"bottom_right_y":454,"content":"Section
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+        Operations Report\n\n# Appendix with Section Boundaries\n\n## 1. Scope\n\n##
+        2. Findings\n\n## 3. Recommendations\n\nSection 5.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.8: Invoice totals, regional
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 3.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 3.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 3.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
21 0 obj
<<
/Length 1494
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Approval Signature and Watermark) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 4 of 5) Tj T* ET
q
.827451 .827451 .827451 rg
BT /F2 54 Tf 64.8 TL ET
.906308 .422618 -0.422618 .906308 110 390 cm
BT 1 0 0 1 0 0 Tm (DRAFT) Tj T* ET
Q
0 0 0 rg
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 635 Tm (Approved by: Jordan Lee) Tj T* ET
n 45 610 m 310 610 l S
n 55 595 m 75 625 112 602 155 600 c S
BT 1 0 0 1 45 580 Tm (Signature) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 4.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 4.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 4.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 4.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 4.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 4.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 4.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 4.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
22 0 obj
<<
/Length 1327
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Appendix with Section Boundaries) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 5 of 5) Tj T* ET
BT /F2 14 Tf 16.8 TL ET
BT 1 0 0 1 45 700 Tm (1. Scope) Tj T* ET
BT 1 0 0 1 45 650 Tm (2. Findings) Tj T* ET
BT 1 0 0 1 45 600 Tm (3. Recommendations) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 5.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 5.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 5.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 5.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 5.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 5.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 5.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 5.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
xref
0 23
0000000000 65535 f 
0000000061 00000 n 
0000000102 00000 n 
0000000209 00000 n 
0000000321 00000 n 
0000000516 00000 n 
0000006322 00000 n 
0000012824 00000 n 
0000014142 00000 n 
0000014496 00000 n 
0000014664 00000 n 
0000014850 00000 n 
0000015028 00000 n 
0000015256 00000 n 
0000015452 00000 n 
0000015648 00000 n 
0000015718 00000 n 
0000016128 00000 n 
0000016215 00000 n 
0000018552 00000 n 
0000020327 00000 n 
0000022845 00000 n 
0000024391 00000 n 
trailer
<<
/ID 
[<cb011a3ef088e46b638e8b45c01a470f><cb011a3ef088e46b638e8b45c01a470f>]
% ReportLab generated PDF document -- digest (opensource)

/Info 16 0 R
/Root 15 0 R
/Size 23
>>
startxref
25770
%%EOF

+        type: document_url
+      include_blocks: true
+      model: mistral/mistral-ocr-4-1
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/b5f930a7549d3d0ad80915be967e94e82da1fa15d6bd8e3e0c1683fd2c39fb17.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/b5f930a7549d3d0ad80915be967e94e82da1fa15d6bd8e3e0c1683fd2c39fb17.yaml
new file mode 100644
index 00000000000..dfc5c929208
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/b5f930a7549d3d0ad80915be967e94e82da1fa15d6bd8e3e0c1683fd2c39fb17.yaml
@@ -0,0 +1,190 @@
+interactions:
+- request:
+    body: '{"model":"mistral-ocr-4-0","document":{"type":"document_url","document_url":"data:application/pdf;base64,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+      - application/json
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+      string: '{"pages":[{"index":0,"markdown":"Quarterly Operations Report\n\n##
+        Invoice Summary and Line Items\n\n|  Item | Quantity | Amount  |\n| --- |
+        --- | --- |\n|  Document analysis | 2 | 120.00  |\n|  Document verification
+        | 1 | 80.00  |\n\n|  Item continued | Quantity | Amount  |\n| --- | --- |
+        --- |\n|  Fixture validation | 3 | 45.00  |\n|  Provider review | 1 | 25.00  |\n\nSection
+        1.1: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.2: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.3: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.4: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.5: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.6: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.7: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 1 of 5","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[{"top_left_x":54,"top_left_y":12,"bottom_right_x":239,"bottom_right_y":30,"content":"Quarterly
+        Operations Report","confidence_scores":null,"type":"header"},{"top_left_x":54,"top_left_y":39,"bottom_right_x":381,"bottom_right_y":63,"content":"##
+        Invoice Summary and Line Items","confidence_scores":null,"type":"title"},{"top_left_x":54,"top_left_y":75,"bottom_right_x":726,"bottom_right_y":212,"content":"|  Item
+        | Quantity | Amount  |\n| --- | --- | --- |\n|  Document analysis | 2 | 120.00  |\n|  Document
+        verification | 1 | 80.00  |","confidence_scores":null,"type":"table","table_id":null},{"top_left_x":54,"top_left_y":243,"bottom_right_x":726,"bottom_right_y":380,"content":"|  Item
+        continued | Quantity | Amount  |\n| --- | --- | --- |\n|  Fixture validation
+        | 3 | 45.00  |\n|  Provider review | 1 | 25.00  |","confidence_scores":null,"type":"table","table_id":null},{"top_left_x":54,"top_left_y":397,"bottom_right_x":456,"bottom_right_y":414,"content":"Section
+        1.1: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":54,"top_left_y":433,"bottom_right_x":456,"bottom_right_y":450,"content":"Section
+        1.2: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":54,"top_left_y":470,"bottom_right_x":456,"bottom_right_y":486,"content":"Section
+        1.3: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":54,"top_left_y":506,"bottom_right_x":456,"bottom_right_y":522,"content":"Section
+        1.4: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":54,"top_left_y":542,"bottom_right_x":456,"bottom_right_y":558,"content":"Section
+        1.5: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":54,"top_left_y":578,"bottom_right_x":456,"bottom_right_y":594,"content":"Section
+        1.6: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":54,"top_left_y":614,"bottom_right_x":456,"bottom_right_y":631,"content":"Section
+        1.7: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":54,"top_left_y":650,"bottom_right_x":456,"bottom_right_y":667,"content":"Section
+        1.8: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":54,"top_left_y":969,"bottom_right_x":189,"bottom_right_y":985,"content":"Confidential
+        | Page 1 of 5","confidence_scores":null,"type":"footer"}]},{"index":1,"markdown":"Quarterly
+        Operations Report\n\n## Revenue Chart and Formula Review\n\n![img-0.jpeg](img-0.jpeg)\n\nFormula:
+        gross margin = (revenue - cost) / revenue\n\nSection 2.1: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 2.2: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 2.3: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 2.4: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 2.5: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 2.6: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 2.7: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 2.8: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nConfidential | Page 2 of 5","images":[{"id":"img-0.jpeg","top_left_x":86,"top_left_y":62,"bottom_right_x":676,"bottom_right_y":376,"image_base64":null,"image_annotation":null}],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[{"top_left_x":54,"top_left_y":12,"bottom_right_x":239,"bottom_right_y":31,"content":"Quarterly
+        Operations Report","confidence_scores":null,"type":"header"},{"top_left_x":54,"top_left_y":39,"bottom_right_x":413,"bottom_right_y":62,"content":"##
+        Revenue Chart and Formula Review","confidence_scores":null,"type":"title"},{"top_left_x":86,"top_left_y":62,"bottom_right_x":676,"bottom_right_y":376,"content":"![img-0.jpeg](img-0.jpeg)","confidence_scores":null,"type":"image","image_id":"img-0.jpeg"},{"top_left_x":54,"top_left_y":298,"bottom_right_x":322,"bottom_right_y":314,"content":"Formula:
+        gross margin = (revenue - cost) / revenue","confidence_scores":null,"type":"text"},{"top_left_x":54,"top_left_y":397,"bottom_right_x":456,"bottom_right_y":414,"content":"Section
+        2.1: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":54,"top_left_y":433,"bottom_right_x":456,"bottom_right_y":450,"content":"Section
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+        2.5: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":54,"top_left_y":578,"bottom_right_x":456,"bottom_right_y":594,"content":"Section
+        2.6: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":54,"top_left_y":614,"bottom_right_x":456,"bottom_right_y":631,"content":"Section
+        2.7: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":54,"top_left_y":650,"bottom_right_x":456,"bottom_right_y":667,"content":"Section
+        2.8: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":54,"top_left_y":969,"bottom_right_x":190,"bottom_right_y":985,"content":"Confidential
+        | Page 2 of 5","confidence_scores":null,"type":"footer"}]},{"index":2,"markdown":"Quarterly
+        Operations Report\n\n## Key Values, Link, Highlight, and Comment\n\nInvoice
+        Number: INV-2048\n\nPurchase Order: PO-4096\n\nhttps://example.com/invoices/INV-2048\n\nHighlighted
+        total requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\nRevised total: 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\n![img-1.jpeg](img-1.jpeg)\n\nConfidential
+        | Page 3 of 5","images":[{"id":"img-1.jpeg","top_left_x":136,"top_left_y":760,"bottom_right_x":330,"bottom_right_y":853,"image_base64":null,"image_annotation":null}],"tables":[],"hyperlinks":["https://example.com/invoices/INV-2048"],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[{"top_left_x":54,"top_left_y":12,"bottom_right_x":239,"bottom_right_y":31,"content":"Quarterly
+        Operations Report","confidence_scores":null,"type":"header"},{"top_left_x":54,"top_left_y":39,"bottom_right_x":475,"bottom_right_y":63,"content":"##
+        Key Values, Link, Highlight, and Comment","confidence_scores":null,"type":"title"},{"top_left_x":54,"top_left_y":102,"bottom_right_x":242,"bottom_right_y":120,"content":"Invoice
+        Number: INV-2048","confidence_scores":null,"type":"text"},{"top_left_x":54,"top_left_y":133,"bottom_right_x":239,"bottom_right_y":151,"content":"Purchase
+        Order: PO-4096","confidence_scores":null,"type":"text"},{"top_left_x":54,"top_left_y":262,"bottom_right_x":328,"bottom_right_y":281,"content":"https://example.com/invoices/INV-2048","confidence_scores":null,"type":"text"},{"top_left_x":54,"top_left_y":282,"bottom_right_x":284,"bottom_right_y":301,"content":"Highlighted
+        total requiring review","confidence_scores":null,"type":"text"},{"top_left_x":54,"top_left_y":319,"bottom_right_x":489,"bottom_right_y":339,"content":"Reviewer
+        comment: verify the highlighted total before approval","confidence_scores":null,"type":"text"},{"top_left_x":54,"top_left_y":366,"bottom_right_x":204,"bottom_right_y":384,"content":"Revised
+        total: 245.00","confidence_scores":null,"type":"text"},{"top_left_x":54,"top_left_y":397,"bottom_right_x":456,"bottom_right_y":414,"content":"Section
+        3.1: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"list"},{"top_left_x":54,"top_left_y":433,"bottom_right_x":456,"bottom_right_y":450,"content":"Section
+        3.2: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"list"},{"top_left_x":54,"top_left_y":470,"bottom_right_x":456,"bottom_right_y":486,"content":"Section
+        3.3: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"list"},{"top_left_x":54,"top_left_y":506,"bottom_right_x":456,"bottom_right_y":522,"content":"Section
+        3.4: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"list"},{"top_left_x":54,"top_left_y":542,"bottom_right_x":456,"bottom_right_y":558,"content":"Section
+        3.5: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"list"},{"top_left_x":54,"top_left_y":578,"bottom_right_x":456,"bottom_right_y":594,"content":"Section
+        3.6: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"list"},{"top_left_x":54,"top_left_y":614,"bottom_right_x":456,"bottom_right_y":631,"content":"Section
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+        3.8: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"list"},{"top_left_x":136,"top_left_y":760,"bottom_right_x":330,"bottom_right_y":853,"content":"![img-1.jpeg](img-1.jpeg)","confidence_scores":null,"type":"image","image_id":"img-1.jpeg"},{"top_left_x":54,"top_left_y":969,"bottom_right_x":189,"bottom_right_y":985,"content":"Confidential
+        | Page 3 of 5","confidence_scores":null,"type":"footer"}]},{"index":3,"markdown":"Quarterly
+        Operations Report\n\n## Approval Signature and Watermark\n\nApproved by: Jordan
+        Lee\n\nSignature\n\nSection 4.1: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.2: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.3: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.4: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.5: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.6: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.7: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 4 of 5","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[{"top_left_x":54,"top_left_y":12,"bottom_right_x":239,"bottom_right_y":31,"content":"Quarterly
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+        Approval Signature and Watermark","confidence_scores":null,"type":"title"},{"top_left_x":54,"top_left_y":186,"bottom_right_x":232,"bottom_right_y":205,"content":"Approved
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+        4.1: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":54,"top_left_y":433,"bottom_right_x":456,"bottom_right_y":451,"content":"Section
+        4.2: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":54,"top_left_y":470,"bottom_right_x":456,"bottom_right_y":487,"content":"Section
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+        4.4: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":54,"top_left_y":542,"bottom_right_x":456,"bottom_right_y":559,"content":"Section
+        4.5: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":54,"top_left_y":578,"bottom_right_x":456,"bottom_right_y":595,"content":"Section
+        4.6: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":54,"top_left_y":614,"bottom_right_x":456,"bottom_right_y":631,"content":"Section
+        4.7: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":54,"top_left_y":650,"bottom_right_x":456,"bottom_right_y":667,"content":"Section
+        4.8: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":54,"top_left_y":969,"bottom_right_x":190,"bottom_right_y":985,"content":"Confidential
+        | Page 4 of 5","confidence_scores":null,"type":"footer"}]},{"index":4,"markdown":"Quarterly
+        Operations Report\n\n# Appendix with Section Boundaries\n\n## 1. Scope\n\n##
+        2. Findings\n\n## 3. Recommendations\n\nSection 5.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nConfidential | Page 5 of 5","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[{"top_left_x":54,"top_left_y":11,"bottom_right_x":239,"bottom_right_y":30,"content":"Quarterly
+        Operations Report","confidence_scores":null,"type":"header"},{"top_left_x":54,"top_left_y":39,"bottom_right_x":401,"bottom_right_y":63,"content":"#
+        Appendix with Section Boundaries","confidence_scores":null,"type":"title"},{"top_left_x":54,"top_left_y":99,"bottom_right_x":134,"bottom_right_y":121,"content":"##
+        1. Scope","confidence_scores":null,"type":"title"},{"top_left_x":54,"top_left_y":163,"bottom_right_x":154,"bottom_right_y":185,"content":"##
+        2. Findings","confidence_scores":null,"type":"title"},{"top_left_x":54,"top_left_y":228,"bottom_right_x":241,"bottom_right_y":249,"content":"##
+        3. Recommendations","confidence_scores":null,"type":"title"},{"top_left_x":54,"top_left_y":397,"bottom_right_x":456,"bottom_right_y":414,"content":"Section
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 3.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 3.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 3.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
21 0 obj
<<
/Length 1494
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Approval Signature and Watermark) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 4 of 5) Tj T* ET
q
.827451 .827451 .827451 rg
BT /F2 54 Tf 64.8 TL ET
.906308 .422618 -0.422618 .906308 110 390 cm
BT 1 0 0 1 0 0 Tm (DRAFT) Tj T* ET
Q
0 0 0 rg
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 635 Tm (Approved by: Jordan Lee) Tj T* ET
n 45 610 m 310 610 l S
n 55 595 m 75 625 112 602 155 600 c S
BT 1 0 0 1 45 580 Tm (Signature) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 4.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 4.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 4.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 4.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 4.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 4.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 4.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 4.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
22 0 obj
<<
/Length 1327
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Appendix with Section Boundaries) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 5 of 5) Tj T* ET
BT /F2 14 Tf 16.8 TL ET
BT 1 0 0 1 45 700 Tm (1. Scope) Tj T* ET
BT 1 0 0 1 45 650 Tm (2. Findings) Tj T* ET
BT 1 0 0 1 45 600 Tm (3. Recommendations) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 5.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 5.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 5.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 5.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 5.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 5.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 5.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 5.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
xref
0 23
0000000000 65535 f 
0000000061 00000 n 
0000000102 00000 n 
0000000209 00000 n 
0000000321 00000 n 
0000000516 00000 n 
0000006322 00000 n 
0000012824 00000 n 
0000014142 00000 n 
0000014496 00000 n 
0000014664 00000 n 
0000014850 00000 n 
0000015028 00000 n 
0000015256 00000 n 
0000015452 00000 n 
0000015648 00000 n 
0000015718 00000 n 
0000016128 00000 n 
0000016215 00000 n 
0000018552 00000 n 
0000020327 00000 n 
0000022845 00000 n 
0000024391 00000 n 
trailer
<<
/ID 
[<cb011a3ef088e46b638e8b45c01a470f><cb011a3ef088e46b638e8b45c01a470f>]
% ReportLab generated PDF document -- digest (opensource)

/Info 16 0 R
/Root 15 0 R
/Size 23
>>
startxref
25770
%%EOF

+        type: document_url
+      model: mistral/mistral-ocr-4-0
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/b9388a2041c9183302e02cc25f5a926d509f108af9eed7a20fdd89806a822fb7.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/b9388a2041c9183302e02cc25f5a926d509f108af9eed7a20fdd89806a822fb7.yaml
new file mode 100644
index 00000000000..94bc916a5eb
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/b9388a2041c9183302e02cc25f5a926d509f108af9eed7a20fdd89806a822fb7.yaml
@@ -0,0 +1,214 @@
+interactions:
+- request:
+    body: '{"model":"mistral-ocr-latest","document":{"type":"document_url","document_url":"data:application/pdf;base64,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+        Invoice Summary and Line Items\n\n|  Item | Quantity | Amount  |\n| --- |
+        --- | --- |\n|  Document analysis | 2 | 120.00  |\n|  Document verification
+        | 1 | 80.00  |\n\n|  Item continued | Quantity | Amount  |\n| --- | --- |
+        --- |\n|  Fixture validation | 3 | 45.00  |\n|  Provider review | 1 | 25.00  |\n\nSection
+        1.1: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.2: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.3: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.4: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.5: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.6: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.7: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 1 of 5","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[{"top_left_x":55,"top_left_y":14,"bottom_right_x":241,"bottom_right_y":33,"content":"Quarterly
+        Operations Report","confidence_scores":null,"type":"header"},{"top_left_x":55,"top_left_y":42,"bottom_right_x":383,"bottom_right_y":67,"content":"##
+        Invoice Summary and Line Items","confidence_scores":null,"type":"title"},{"top_left_x":55,"top_left_y":78,"bottom_right_x":728,"bottom_right_y":216,"content":"|  Item
+        | Quantity | Amount  |\n| --- | --- | --- |\n|  Document analysis | 2 | 120.00  |\n|  Document
+        verification | 1 | 80.00  |","confidence_scores":null,"type":"table","table_id":null},{"top_left_x":55,"top_left_y":246,"bottom_right_x":728,"bottom_right_y":384,"content":"|  Item
+        continued | Quantity | Amount  |\n| --- | --- | --- |\n|  Fixture validation
+        | 3 | 45.00  |\n|  Provider review | 1 | 25.00  |","confidence_scores":null,"type":"table","table_id":null},{"top_left_x":55,"top_left_y":400,"bottom_right_x":458,"bottom_right_y":417,"content":"Section
+        1.1: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":436,"bottom_right_x":458,"bottom_right_y":453,"content":"Section
+        1.2: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":473,"bottom_right_x":458,"bottom_right_y":489,"content":"Section
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+        Operations Report\n\n# Revenue Chart and Formula Review\n\n![img-0.jpeg](img-0.jpeg)\n\nQ1\n\n![img-1.jpeg](img-1.jpeg)\n\nQ2\n\n![img-2.jpeg](img-2.jpeg)\n\nQ3\n\n![img-3.jpeg](img-3.jpeg)\n\nQ4\n\n![img-4.jpeg](img-4.jpeg)\n\n![img-5.jpeg](img-5.jpeg)\n\nFormula:
+        gross margin = (revenue - cost) / revenue\n\n![img-6.jpeg](img-6.jpeg)\n\nSection
+        2.1: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.2: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.3: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.4: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.5: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.6: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.7: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
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+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\n![img-7.jpeg](img-7.jpeg)\n\nConfidential
+        | Page 3 of 5","images":[{"id":"img-7.jpeg","top_left_x":138,"top_left_y":763,"bottom_right_x":331,"bottom_right_y":856,"image_base64":null,"image_annotation":"{\"title\":
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+        Operations Report","confidence_scores":null,"type":"header"},{"top_left_x":55,"top_left_y":41,"bottom_right_x":477,"bottom_right_y":67,"content":"#
+        Key Values, Link, Highlight, and Comment","confidence_scores":null,"type":"title"},{"top_left_x":55,"top_left_y":104,"bottom_right_x":244,"bottom_right_y":122,"content":"Invoice
+        Number: INV-2048","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":136,"bottom_right_x":241,"bottom_right_y":154,"content":"Purchase
+        Order: PO-4096","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":265,"bottom_right_x":330,"bottom_right_y":284,"content":"https://example.com/invoices/INV-2048","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":284,"bottom_right_x":287,"bottom_right_y":304,"content":"Highlighted
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+        comment: verify the highlighted total before approval","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":368,"bottom_right_x":206,"bottom_right_y":387,"content":"Revised
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+        Operations Report\n\n# Approval Signature and Watermark\n\nApproved by: Jordan
+        Lee\n\nSignature\n\nSection 4.1: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.2: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.3: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.4: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.5: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.6: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.7: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.8: Invoice totals, regional revenue, and reconciliation
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+        Operations Report\n\n# Appendix with Section Boundaries\n\n## 1. Scope\n\n##
+        2. Findings\n\n## 3. Recommendations\n\nSection 5.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nConfidential | Page 5 of 5","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[{"top_left_x":55,"top_left_y":14,"bottom_right_x":241,"bottom_right_y":33,"content":"Quarterly
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 3.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 3.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 3.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
21 0 obj
<<
/Length 1494
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Approval Signature and Watermark) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 4 of 5) Tj T* ET
q
.827451 .827451 .827451 rg
BT /F2 54 Tf 64.8 TL ET
.906308 .422618 -0.422618 .906308 110 390 cm
BT 1 0 0 1 0 0 Tm (DRAFT) Tj T* ET
Q
0 0 0 rg
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 635 Tm (Approved by: Jordan Lee) Tj T* ET
n 45 610 m 310 610 l S
n 55 595 m 75 625 112 602 155 600 c S
BT 1 0 0 1 45 580 Tm (Signature) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 4.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 4.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 4.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 4.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 4.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 4.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 4.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 4.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
22 0 obj
<<
/Length 1327
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Appendix with Section Boundaries) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 5 of 5) Tj T* ET
BT /F2 14 Tf 16.8 TL ET
BT 1 0 0 1 45 700 Tm (1. Scope) Tj T* ET
BT 1 0 0 1 45 650 Tm (2. Findings) Tj T* ET
BT 1 0 0 1 45 600 Tm (3. Recommendations) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 5.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 5.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 5.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 5.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 5.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 5.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 5.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 5.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
xref
0 23
0000000000 65535 f 
0000000061 00000 n 
0000000102 00000 n 
0000000209 00000 n 
0000000321 00000 n 
0000000516 00000 n 
0000006322 00000 n 
0000012824 00000 n 
0000014142 00000 n 
0000014496 00000 n 
0000014664 00000 n 
0000014850 00000 n 
0000015028 00000 n 
0000015256 00000 n 
0000015452 00000 n 
0000015648 00000 n 
0000015718 00000 n 
0000016128 00000 n 
0000016215 00000 n 
0000018552 00000 n 
0000020327 00000 n 
0000022845 00000 n 
0000024391 00000 n 
trailer
<<
/ID 
[<cb011a3ef088e46b638e8b45c01a470f><cb011a3ef088e46b638e8b45c01a470f>]
% ReportLab generated PDF document -- digest (opensource)

/Info 16 0 R
/Root 15 0 R
/Size 23
>>
startxref
25770
%%EOF

+        type: document_url
+      model: mistral/mistral-ocr-latest
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/bd32284807bf7cf9a96732645203e59dfc6f976748728a12ed72096a2c991eca.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/bd32284807bf7cf9a96732645203e59dfc6f976748728a12ed72096a2c991eca.yaml
new file mode 100644
index 00000000000..34d460c9784
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/bd32284807bf7cf9a96732645203e59dfc6f976748728a12ed72096a2c991eca.yaml
@@ -0,0 +1,448 @@
+interactions:
+- request:
+    body: '{"model":"mistral-ocr-latest","document":{"type":"document_url","document_url":"data:application/pdf;base64,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+      - '*/*'
+      Content-Type:
+      - application/json
+      User-Agent:
+      - litellm/1.101.0
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+      string: '{"pages":[{"index":0,"markdown":"Quarterly Operations Report\n\n##
+        Invoice Summary and Line Items\n\n|  Item | Quantity | Amount  |\n| --- |
+        --- | --- |\n|  Document analysis | 2 | 120.00  |\n|  Document verification
+        | 1 | 80.00  |\n\n|  Item continued | Quantity | Amount  |\n| --- | --- |
+        --- |\n|  Fixture validation | 3 | 45.00  |\n|  Provider review | 1 | 25.00  |\n\nSection
+        1.1: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.2: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.3: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.4: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.5: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.6: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.7: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 1 of 5","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":{"word_confidence_scores":[{"text":"Quarterly","confidence":0.9999778806072335,"start_index":0},{"text":"
+        Operations","confidence":0.9999988079084972,"start_index":9},{"text":" Report","confidence":0.9999933243243502,"start_index":20},{"text":"##","confidence":0.9997939296050322,"start_index":29},{"text":"
+        Invoice","confidence":0.9993052544326705,"start_index":31},{"text":" Summary","confidence":0.9999977350285647,"start_index":39},{"text":"
+        and","confidence":1.0,"start_index":47},{"text":" Line","confidence":0.9999936819476216,"start_index":51},{"text":"
+        Items","confidence":0.9999892712787918,"start_index":56},{"text":"Item","confidence":0.9995856241368453,"start_index":67},{"text":"Quantity","confidence":0.9995856241368453,"start_index":74},{"text":"Amount","confidence":0.9995856241368453,"start_index":85},{"text":"Document","confidence":0.9995856241368453,"start_index":118},{"text":"
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+        Operations Report","confidence_scores":null,"type":"header"},{"top_left_x":55,"top_left_y":42,"bottom_right_x":383,"bottom_right_y":67,"content":"##
+        Invoice Summary and Line Items","confidence_scores":null,"type":"title"},{"top_left_x":55,"top_left_y":78,"bottom_right_x":728,"bottom_right_y":216,"content":"|  Item
+        | Quantity | Amount  |\n| --- | --- | --- |\n|  Document analysis | 2 | 120.00  |\n|  Document
+        verification | 1 | 80.00  |","confidence_scores":null,"type":"table","table_id":null},{"top_left_x":55,"top_left_y":246,"bottom_right_x":728,"bottom_right_y":384,"content":"|  Item
+        continued | Quantity | Amount  |\n| --- | --- | --- |\n|  Fixture validation
+        | 3 | 45.00  |\n|  Provider review | 1 | 25.00  |","confidence_scores":null,"type":"table","table_id":null},{"top_left_x":55,"top_left_y":400,"bottom_right_x":458,"bottom_right_y":417,"content":"Section
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+        1.7: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":653,"bottom_right_x":458,"bottom_right_y":670,"content":"Section
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+        | Page 1 of 5","confidence_scores":null,"type":"footer"}]},{"index":1,"markdown":"Quarterly
+        Operations Report\n\n# Revenue Chart and Formula Review\n\n![img-0.jpeg](img-0.jpeg)\n\nQ1\n\n![img-1.jpeg](img-1.jpeg)\n\nQ2\n\n![img-2.jpeg](img-2.jpeg)\n\nQ3\n\n![img-3.jpeg](img-3.jpeg)\n\nQ4\n\n![img-4.jpeg](img-4.jpeg)\n\n![img-5.jpeg](img-5.jpeg)\n\nFormula:
+        gross margin = (revenue - cost) / revenue\n\n![img-6.jpeg](img-6.jpeg)\n\nSection
+        2.1: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.2: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.3: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.4: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.5: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.6: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.7: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 2 of 5","images":[{"id":"img-0.jpeg","top_left_x":87,"top_left_y":141,"bottom_right_x":177,"bottom_right_y":236,"image_base64":null,"image_annotation":null},{"id":"img-1.jpeg","top_left_x":216,"top_left_y":84,"bottom_right_x":306,"bottom_right_y":236,"image_base64":null,"image_annotation":null},{"id":"img-2.jpeg","top_left_x":346,"top_left_y":116,"bottom_right_x":435,"bottom_right_y":236,"image_base64":null,"image_annotation":null},{"id":"img-3.jpeg","top_left_x":476,"top_left_y":65,"bottom_right_x":564,"bottom_right_y":236,"image_base64":null,"image_annotation":null},{"id":"img-4.jpeg","top_left_x":584,"top_left_y":84,"bottom_right_x":681,"bottom_right_y":177,"image_base64":null,"image_annotation":null},{"id":"img-5.jpeg","top_left_x":584,"top_left_y":211,"bottom_right_x":681,"bottom_right_y":295,"image_base64":null,"image_annotation":null},{"id":"img-6.jpeg","top_left_x":584,"top_left_y":315,"bottom_right_x":648,"bottom_right_y":379,"image_base64":null,"image_annotation":null}],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":{"word_confidence_scores":[{"text":"Quarterly","confidence":0.9999438692601569,"start_index":0},{"text":"
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+        =","confidence":0.9987981476398257,"start_index":264},{"text":" (revenue","confidence":0.9998183365011759,"start_index":266},{"text":"
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+        2.5:","confidence":0.9999980688169916,"start_index":625},{"text":" Invoice","confidence":0.9999964237340748,"start_index":630},{"text":"
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+        2.8:","confidence":0.9999987125420818,"start_index":847},{"text":" Invoice","confidence":0.9999934435319415,"start_index":852},{"text":"
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+        revenue,","confidence":0.9999994436902916,"start_index":877},{"text":" and","confidence":1.0,"start_index":886},{"text":"
+        reconciliation","confidence":0.9999967813595916,"start_index":890},{"text":"
+        notes.","confidence":0.999992813496809,"start_index":905},{"text":"Confidential","confidence":0.9999949137810642,"start_index":914},{"text":"
+        |","confidence":0.9998768719663205,"start_index":926},{"text":" Page","confidence":0.9999990463265931,"start_index":928},{"text":"
+        2","confidence":0.9999999403953606,"start_index":933},{"text":" of","confidence":0.9999995231630692,"start_index":935},{"text":"
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+        Operations Report","confidence_scores":null,"type":"header"},{"top_left_x":55,"top_left_y":42,"bottom_right_x":412,"bottom_right_y":65,"content":"#
+        Revenue Chart and Formula Review","confidence_scores":null,"type":"title"},{"top_left_x":87,"top_left_y":141,"bottom_right_x":177,"bottom_right_y":236,"content":"![img-0.jpeg](img-0.jpeg)","confidence_scores":null,"type":"image","image_id":"img-0.jpeg"},{"top_left_x":113,"top_left_y":249,"bottom_right_x":131,"bottom_right_y":263,"content":"Q1","confidence_scores":null,"type":"caption"},{"top_left_x":216,"top_left_y":84,"bottom_right_x":306,"bottom_right_y":236,"content":"![img-1.jpeg](img-1.jpeg)","confidence_scores":null,"type":"image","image_id":"img-1.jpeg"},{"top_left_x":242,"top_left_y":249,"bottom_right_x":262,"bottom_right_y":263,"content":"Q2","confidence_scores":null,"type":"caption"},{"top_left_x":346,"top_left_y":116,"bottom_right_x":435,"bottom_right_y":236,"content":"![img-2.jpeg](img-2.jpeg)","confidence_scores":null,"type":"image","image_id":"img-2.jpeg"},{"top_left_x":372,"top_left_y":249,"bottom_right_x":391,"bottom_right_y":263,"content":"Q3","confidence_scores":null,"type":"caption"},{"top_left_x":476,"top_left_y":65,"bottom_right_x":564,"bottom_right_y":236,"content":"![img-3.jpeg](img-3.jpeg)","confidence_scores":null,"type":"image","image_id":"img-3.jpeg"},{"top_left_x":501,"top_left_y":249,"bottom_right_x":520,"bottom_right_y":263,"content":"Q4","confidence_scores":null,"type":"caption"},{"top_left_x":584,"top_left_y":84,"bottom_right_x":681,"bottom_right_y":177,"content":"![img-4.jpeg](img-4.jpeg)","confidence_scores":null,"type":"image","image_id":"img-4.jpeg"},{"top_left_x":584,"top_left_y":211,"bottom_right_x":681,"bottom_right_y":295,"content":"![img-5.jpeg](img-5.jpeg)","confidence_scores":null,"type":"image","image_id":"img-5.jpeg"},{"top_left_x":55,"top_left_y":300,"bottom_right_x":322,"bottom_right_y":316,"content":"Formula:
+        gross margin = (revenue - cost) / revenue","confidence_scores":null,"type":"text"},{"top_left_x":584,"top_left_y":315,"bottom_right_x":648,"bottom_right_y":379,"content":"![img-6.jpeg](img-6.jpeg)","confidence_scores":null,"type":"image","image_id":"img-6.jpeg"},{"top_left_x":54,"top_left_y":399,"bottom_right_x":456,"bottom_right_y":418,"content":"Section
+        2.1: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":54,"top_left_y":435,"bottom_right_x":455,"bottom_right_y":453,"content":"Section
+        2.2: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":54,"top_left_y":472,"bottom_right_x":455,"bottom_right_y":489,"content":"Section
+        2.3: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":54,"top_left_y":509,"bottom_right_x":455,"bottom_right_y":525,"content":"Section
+        2.4: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":54,"top_left_y":545,"bottom_right_x":455,"bottom_right_y":562,"content":"Section
+        2.5: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":54,"top_left_y":581,"bottom_right_x":455,"bottom_right_y":598,"content":"Section
+        2.6: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":54,"top_left_y":616,"bottom_right_x":455,"bottom_right_y":634,"content":"Section
+        2.7: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":54,"top_left_y":652,"bottom_right_x":455,"bottom_right_y":670,"content":"Section
+        2.8: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":972,"bottom_right_x":190,"bottom_right_y":988,"content":"Confidential
+        | Page 2 of 5","confidence_scores":null,"type":"footer"}]},{"index":2,"markdown":"Quarterly
+        Operations Report\n\n# Key Values, Link, Highlight, and Comment\n\nInvoice
+        Number: INV-2048\n\nPurchase Order: PO-4096\n\nhttps://example.com/invoices/INV-2048\n\nHighlighted
+        total requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\nRevised total: 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\n![img-7.jpeg](img-7.jpeg)\n\nConfidential
+        | Page 3 of 5","images":[{"id":"img-7.jpeg","top_left_x":137,"top_left_y":763,"bottom_right_x":331,"bottom_right_y":856,"image_base64":null,"image_annotation":null}],"tables":[],"hyperlinks":["https://example.com/invoices/INV-2048"],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":{"word_confidence_scores":[{"text":"Quarterly","confidence":0.9999314202844548,"start_index":0},{"text":"
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+        Key","confidence":0.9932339948099073,"start_index":30},{"text":" Values,","confidence":0.99999640883377,"start_index":34},{"text":"
+        Link,","confidence":0.9999920527835049,"start_index":42},{"text":" Highlight,","confidence":0.9999969330797651,"start_index":48},{"text":"
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+        total","confidence":0.9999727018181879,"start_index":174},{"text":" requiring","confidence":0.9999680529300359,"start_index":180},{"text":"
+        review","confidence":0.9999998807907247,"start_index":190},{"text":"Reviewer","confidence":0.9999844732542773,"start_index":199},{"text":"
+        comment:","confidence":0.9999974303841221,"start_index":207},{"text":" verify","confidence":0.9999958276922101,"start_index":216},{"text":"
+        the","confidence":0.9999997615814777,"start_index":223},{"text":" highlighted","confidence":0.9999959469005546,"start_index":227},{"text":"
+        total","confidence":0.9999971389852362,"start_index":239},{"text":" before","confidence":0.9999994039539004,"start_index":245},{"text":"
+        approval","confidence":0.9999815229018083,"start_index":252},{"text":"Revised","confidence":0.9276382163099701,"start_index":263},{"text":"
+        total:","confidence":0.9999379979836318,"start_index":270},{"text":" 245.00","confidence":0.996917747609832,"start_index":277},{"text":"Section","confidence":0.9999971389852362,"start_index":286},{"text":"
+        3.1:","confidence":0.9999997854233417,"start_index":293},{"text":" Invoice","confidence":0.9999986886995842,"start_index":298},{"text":"
+        totals,","confidence":0.9999991655357192,"start_index":306},{"text":" regional","confidence":0.9999998807907247,"start_index":314},{"text":"
+        revenue,","confidence":0.9999962912811048,"start_index":323},{"text":" and","confidence":0.9999997615814777,"start_index":332},{"text":"
+        reconciliation","confidence":0.9999933243243502,"start_index":336},{"text":"
+        notes.","confidence":0.9999845883500909,"start_index":351},{"text":"Section","confidence":0.9999996423722521,"start_index":360},{"text":"
+        3.2:","confidence":0.9999999284744402,"start_index":367},{"text":" Invoice","confidence":0.9999995231630692,"start_index":372},{"text":"
+        totals,","confidence":0.9999993741516247,"start_index":380},{"text":" regional","confidence":0.9999998807907247,"start_index":388},{"text":"
+        revenue,","confidence":1.0,"start_index":397},{"text":" and","confidence":0.9999996423722521,"start_index":406},{"text":"
+        reconciliation","confidence":0.9999996423722521,"start_index":410},{"text":"
+        notes.","confidence":0.9999973092837526,"start_index":425},{"text":"Section","confidence":0.9999997615814777,"start_index":434},{"text":"
+        3.3:","confidence":0.9999998331070767,"start_index":441},{"text":" Invoice","confidence":0.999997854237364,"start_index":446},{"text":"
+        totals,","confidence":0.9999995827676731,"start_index":454},{"text":" regional","confidence":0.9999997615814777,"start_index":462},{"text":"
+        revenue,","confidence":1.0,"start_index":471},{"text":" and","confidence":0.9999998807907247,"start_index":480},{"text":"
+        reconciliation","confidence":0.9999996423722521,"start_index":484},{"text":"
+        notes.","confidence":0.9999949762066406,"start_index":499},{"text":"Section","confidence":0.9999998807907247,"start_index":508},{"text":"
+        3.4:","confidence":0.9999996900561453,"start_index":515},{"text":" Invoice","confidence":0.9999983310727032,"start_index":520},{"text":"
+        totals,","confidence":0.9999996870757136,"start_index":528},{"text":" regional","confidence":0.9999997615814777,"start_index":536},{"text":"
+        revenue,","confidence":1.0,"start_index":545},{"text":" and","confidence":0.9999998807907247,"start_index":554},{"text":"
+        reconciliation","confidence":0.9999995231630692,"start_index":558},{"text":"
+        notes.","confidence":0.9999881813998894,"start_index":573},{"text":"Section","confidence":0.9999997615814777,"start_index":582},{"text":"
+        3.5:","confidence":0.9999998569488983,"start_index":589},{"text":" Invoice","confidence":0.9999973774024795,"start_index":594},{"text":"
+        totals,","confidence":0.9999994784596434,"start_index":602},{"text":" regional","confidence":0.9999997615814777,"start_index":610},{"text":"
+        revenue,","confidence":0.9999999867545243,"start_index":619},{"text":" and","confidence":0.9999997615814777,"start_index":628},{"text":"
+        reconciliation","confidence":0.9999990463265931,"start_index":632},{"text":"
+        notes.","confidence":0.9999900205854957,"start_index":647},{"text":"Section","confidence":0.9999997615814777,"start_index":656},{"text":"
+        3.6:","confidence":0.9999997138978597,"start_index":663},{"text":" Invoice","confidence":0.9999972581939645,"start_index":668},{"text":"
+        totals,","confidence":0.9999995827676731,"start_index":676},{"text":" regional","confidence":0.9999996423722521,"start_index":684},{"text":"
+        revenue,","confidence":0.9999997880724218,"start_index":693},{"text":" and","confidence":0.9999998807907247,"start_index":702},{"text":"
+        reconciliation","confidence":0.9999988079084972,"start_index":706},{"text":"
+        notes.","confidence":0.9999880281349159,"start_index":721},{"text":"Section","confidence":0.9999997615814777,"start_index":730},{"text":"
+        3.7:","confidence":0.9999998331070767,"start_index":737},{"text":" Invoice","confidence":0.9999941587791524,"start_index":742},{"text":"
+        totals,","confidence":0.9999994784596434,"start_index":750},{"text":" regional","confidence":0.9999995231630692,"start_index":758},{"text":"
+        revenue,","confidence":1.0,"start_index":767},{"text":" and","confidence":0.9999998807907247,"start_index":776},{"text":"
+        reconciliation","confidence":0.9999994039539004,"start_index":780},{"text":"
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+        totals,","confidence":0.9999996870757136,"start_index":824},{"text":" regional","confidence":0.9999997615814777,"start_index":832},{"text":"
+        revenue,","confidence":1.0,"start_index":841},{"text":" and","confidence":0.9999998807907247,"start_index":850},{"text":"
+        reconciliation","confidence":0.9999991655356624,"start_index":854},{"text":"
+        notes.","confidence":0.9999891691069335,"start_index":869},{"text":"Confidential","confidence":0.9999968608397398,"start_index":905},{"text":"
+        |","confidence":0.9999924898711537,"start_index":917},{"text":" Page","confidence":0.9999997615814777,"start_index":919},{"text":"
+        3","confidence":0.9999974370099292,"start_index":924},{"text":" of","confidence":0.9999997615814777,"start_index":926},{"text":"
+        5","confidence":0.99999779463535,"start_index":929}],"average_page_confidence_score":0.9972126342003138,"minimum_page_confidence_score":0.7772847628197888},"blocks":[{"top_left_x":55,"top_left_y":14,"bottom_right_x":240,"bottom_right_y":33,"content":"Quarterly
+        Operations Report","confidence_scores":null,"type":"header"},{"top_left_x":55,"top_left_y":41,"bottom_right_x":477,"bottom_right_y":67,"content":"#
+        Key Values, Link, Highlight, and Comment","confidence_scores":null,"type":"title"},{"top_left_x":55,"top_left_y":104,"bottom_right_x":244,"bottom_right_y":122,"content":"Invoice
+        Number: INV-2048","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":136,"bottom_right_x":241,"bottom_right_y":154,"content":"Purchase
+        Order: PO-4096","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":265,"bottom_right_x":330,"bottom_right_y":284,"content":"https://example.com/invoices/INV-2048","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":284,"bottom_right_x":287,"bottom_right_y":304,"content":"Highlighted
+        total requiring review","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":322,"bottom_right_x":491,"bottom_right_y":342,"content":"Reviewer
+        comment: verify the highlighted total before approval","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":368,"bottom_right_x":206,"bottom_right_y":387,"content":"Revised
+        total: 245.00","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":400,"bottom_right_x":458,"bottom_right_y":417,"content":"Section
+        3.1: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"list"},{"top_left_x":55,"top_left_y":435,"bottom_right_x":458,"bottom_right_y":453,"content":"Section
+        3.2: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"list"},{"top_left_x":55,"top_left_y":472,"bottom_right_x":458,"bottom_right_y":489,"content":"Section
+        3.3: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"list"},{"top_left_x":55,"top_left_y":508,"bottom_right_x":458,"bottom_right_y":525,"content":"Section
+        3.4: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"list"},{"top_left_x":55,"top_left_y":544,"bottom_right_x":458,"bottom_right_y":561,"content":"Section
+        3.5: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"list"},{"top_left_x":55,"top_left_y":580,"bottom_right_x":458,"bottom_right_y":597,"content":"Section
+        3.6: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"list"},{"top_left_x":55,"top_left_y":616,"bottom_right_x":458,"bottom_right_y":634,"content":"Section
+        3.7: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"list"},{"top_left_x":55,"top_left_y":652,"bottom_right_x":458,"bottom_right_y":670,"content":"Section
+        3.8: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"list"},{"top_left_x":137,"top_left_y":763,"bottom_right_x":331,"bottom_right_y":856,"content":"![img-7.jpeg](img-7.jpeg)","confidence_scores":null,"type":"image","image_id":"img-7.jpeg"},{"top_left_x":55,"top_left_y":971,"bottom_right_x":192,"bottom_right_y":988,"content":"Confidential
+        | Page 3 of 5","confidence_scores":null,"type":"footer"}]},{"index":3,"markdown":"Quarterly
+        Operations Report\n\n# Approval Signature and Watermark\n\nApproved by: Jordan
+        Lee\n\nSignature\n\nSection 4.1: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.2: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.3: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.4: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.5: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.6: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.7: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 4 of 5","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":{"word_confidence_scores":[{"text":"Quarterly","confidence":0.9999745429255593,"start_index":0},{"text":"
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+        4.2:","confidence":0.9999999284744402,"start_index":182},{"text":" Invoice","confidence":0.9999995231630692,"start_index":187},{"text":"
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+        revenue,","confidence":0.999999867545252,"start_index":212},{"text":" and","confidence":0.9999997615814777,"start_index":221},{"text":"
+        reconciliation","confidence":0.9999996423722521,"start_index":225},{"text":"
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+        4.3:","confidence":0.9999997854233758,"start_index":256},{"text":" Invoice","confidence":0.9999960661089133,"start_index":261},{"text":"
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+        reconciliation","confidence":0.9999996423722521,"start_index":299},{"text":"
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+        4.4:","confidence":0.9999996662141686,"start_index":330},{"text":" Invoice","confidence":0.9999969005680498,"start_index":335},{"text":"
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+        reconciliation","confidence":0.9999994039539004,"start_index":373},{"text":"
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+        4.5:","confidence":0.9999998092651862,"start_index":404},{"text":" Invoice","confidence":0.9999969005680498,"start_index":409},{"text":"
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+        reconciliation","confidence":0.9999990463265931,"start_index":447},{"text":"
+        notes.","confidence":0.9999864103365592,"start_index":462},{"text":"Section","confidence":0.9999998807907247,"start_index":471},{"text":"
+        4.6:","confidence":0.9999996662141715,"start_index":478},{"text":" Invoice","confidence":0.9999974966112362,"start_index":483},{"text":"
+        totals,","confidence":0.9999992549425172,"start_index":491},{"text":" regional","confidence":0.9999995231630692,"start_index":499},{"text":"
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+        4.7:","confidence":0.9999997854233473,"start_index":552},{"text":" Invoice","confidence":0.9999947548186582,"start_index":557},{"text":"
+        totals,","confidence":0.9999993592504738,"start_index":565},{"text":" regional","confidence":0.9999995231630692,"start_index":573},{"text":"
+        revenue,","confidence":0.9999998807907247,"start_index":582},{"text":" and","confidence":0.9999998807907247,"start_index":591},{"text":"
+        reconciliation","confidence":0.9999994039539004,"start_index":595},{"text":"
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+        4.8:","confidence":0.9999994039539644,"start_index":626},{"text":" Invoice","confidence":0.9999955892755635,"start_index":631},{"text":"
+        totals,","confidence":0.9999995380642163,"start_index":639},{"text":" regional","confidence":0.9999996423722521,"start_index":647},{"text":"
+        revenue,","confidence":0.9999997615814777,"start_index":656},{"text":" and","confidence":1.0,"start_index":665},{"text":"
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+        notes.","confidence":0.9999815910254729,"start_index":684},{"text":"Confidential","confidence":0.9994624670099496,"start_index":693},{"text":"
+        |","confidence":0.9999691257472011,"start_index":705},{"text":" Page","confidence":0.9999997615814777,"start_index":707},{"text":"
+        4","confidence":0.9999976754251936,"start_index":712},{"text":" of","confidence":0.9999991655356624,"start_index":714},{"text":"
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+        Operations Report","confidence_scores":null,"type":"header"},{"top_left_x":55,"top_left_y":41,"bottom_right_x":408,"bottom_right_y":67,"content":"#
+        Approval Signature and Watermark","confidence_scores":null,"type":"title"},{"top_left_x":55,"top_left_y":188,"bottom_right_x":234,"bottom_right_y":208,"content":"Approved
+        by: Jordan Lee","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":259,"bottom_right_x":128,"bottom_right_y":279,"content":"Signature","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":400,"bottom_right_x":458,"bottom_right_y":418,"content":"Section
+        4.1: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":436,"bottom_right_x":458,"bottom_right_y":454,"content":"Section
+        4.2: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":473,"bottom_right_x":458,"bottom_right_y":491,"content":"Section
+        4.3: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":509,"bottom_right_x":458,"bottom_right_y":526,"content":"Section
+        4.4: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":545,"bottom_right_x":458,"bottom_right_y":562,"content":"Section
+        4.5: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":581,"bottom_right_x":458,"bottom_right_y":598,"content":"Section
+        4.6: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":617,"bottom_right_x":458,"bottom_right_y":634,"content":"Section
+        4.7: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":653,"bottom_right_x":458,"bottom_right_y":671,"content":"Section
+        4.8: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":971,"bottom_right_x":192,"bottom_right_y":988,"content":"Confidential
+        | Page 4 of 5","confidence_scores":null,"type":"footer"}]},{"index":4,"markdown":"Quarterly
+        Operations Report\n\n# Appendix with Section Boundaries\n\n## 1. Scope\n\n##
+        2. Findings\n\n## 3. Recommendations\n\nSection 5.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.8: Invoice totals, regional
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 3.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 3.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 3.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
21 0 obj
<<
/Length 1494
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Approval Signature and Watermark) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 4 of 5) Tj T* ET
q
.827451 .827451 .827451 rg
BT /F2 54 Tf 64.8 TL ET
.906308 .422618 -0.422618 .906308 110 390 cm
BT 1 0 0 1 0 0 Tm (DRAFT) Tj T* ET
Q
0 0 0 rg
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 635 Tm (Approved by: Jordan Lee) Tj T* ET
n 45 610 m 310 610 l S
n 55 595 m 75 625 112 602 155 600 c S
BT 1 0 0 1 45 580 Tm (Signature) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 4.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 4.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 4.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 4.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 4.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 4.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 4.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 4.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
22 0 obj
<<
/Length 1327
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Appendix with Section Boundaries) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 5 of 5) Tj T* ET
BT /F2 14 Tf 16.8 TL ET
BT 1 0 0 1 45 700 Tm (1. Scope) Tj T* ET
BT 1 0 0 1 45 650 Tm (2. Findings) Tj T* ET
BT 1 0 0 1 45 600 Tm (3. Recommendations) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 5.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 5.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 5.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 5.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 5.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 5.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 5.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 5.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
xref
0 23
0000000000 65535 f 
0000000061 00000 n 
0000000102 00000 n 
0000000209 00000 n 
0000000321 00000 n 
0000000516 00000 n 
0000006322 00000 n 
0000012824 00000 n 
0000014142 00000 n 
0000014496 00000 n 
0000014664 00000 n 
0000014850 00000 n 
0000015028 00000 n 
0000015256 00000 n 
0000015452 00000 n 
0000015648 00000 n 
0000015718 00000 n 
0000016128 00000 n 
0000016215 00000 n 
0000018552 00000 n 
0000020327 00000 n 
0000022845 00000 n 
0000024391 00000 n 
trailer
<<
/ID 
[<cb011a3ef088e46b638e8b45c01a470f><cb011a3ef088e46b638e8b45c01a470f>]
% ReportLab generated PDF document -- digest (opensource)

/Info 16 0 R
/Root 15 0 R
/Size 23
>>
startxref
25770
%%EOF

+        type: document_url
+      model: mistral/mistral-ocr-latest
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/bdb616d21dece89481debccb9358047b28006b5cbd4486d54c6fe89070e7a671.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/bdb616d21dece89481debccb9358047b28006b5cbd4486d54c6fe89070e7a671.yaml
new file mode 100644
index 00000000000..ed060cd05ca
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/bdb616d21dece89481debccb9358047b28006b5cbd4486d54c6fe89070e7a671.yaml
@@ -0,0 +1,68 @@
+interactions:
+- request:
+    body: '{"model":"mistral-ocr-latest","document":{"type":"image_url","image_url":"https://dummyjson.com/image/800x300/ffffff/000000?text=invoice%20123&fontSize=24"},"id":"case-1"}'
+    headers:
+      Accept:
+      - '*/*'
+      Content-Type:
+      - application/json
+      User-Agent:
+      - litellm/1.101.0
+    method: POST
+    uri: http://parity-provider.invalid/v1/ocr
+  response:
+    body:
+      string: '{"pages":[{"index":0,"markdown":"invoice 123","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":200,"height":300,"width":800},"confidence_scores":null,"blocks":[{"top_left_x":335,"top_left_y":138,"bottom_right_x":464,"bottom_right_y":162,"content":"invoice
+        123","confidence_scores":null,"type":"text"}]}],"model":"mistral-ocr-latest","document_annotation":null,"usage_info":{"pages_processed":1,"doc_size_bytes":4124}}'
+    headers:
+      CF-RAY:
+      - a346d398da783ad4-SJC
+      Content-Type:
+      - application/json
+      Date:
+      - Tue, 01 Sep 2026 19:54:23 GMT
+      Server:
+      - cloudflare
+      Strict-Transport-Security:
+      - max-age=15552000; includeSubDomains; preload
+      X-Content-Type-Options:
+      - nosniff
+      access-control-allow-origin:
+      - '*'
+      alt-svc:
+      - h3=":443"; ma=86400
+      cf-cache-status:
+      - DYNAMIC
+      mistral-correlation-id:
+      - 01a05e89-7bdc-74c5-b8eb-15fbd25b6cfd
+      x-envoy-upstream-service-time:
+      - '182'
+      x-kong-proxy-latency:
+      - '22'
+      x-kong-request-id:
+      - 01a05e89-7bdc-74c5-b8eb-15fbd25b6cfd
+      x-kong-upstream-latency:
+      - '183'
+      x-ratelimit-limit-ocr-pages-minute:
+      - '60'
+      x-ratelimit-ocr-pages-query-cost:
+      - '1'
+      x-ratelimit-remaining-ocr-pages-minute:
+      - '46'
+    status:
+      code: 200
+      message: ''
+recorded_at: '2026-09-01T19:54:23.946966+00:00'
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'{"model":"mistral-ocr-latest","document":{"type":"document_url","document_url":"data:application/pdf;base64,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+      string: '{"pages":[{"index":0,"markdown":"Quarterly Operations Report\n\n##
+        Invoice Summary and Line Items\n\n|  Item | Quantity | Amount  |\n| --- |
+        --- | --- |\n|  Document analysis | 2 | 120.00  |\n|  Document verification
+        | 1 | 80.00  |\n\n|  Item continued | Quantity | Amount  |\n| --- | --- |
+        --- |\n|  Fixture validation | 3 | 45.00  |\n|  Provider review | 1 | 25.00  |\n\nSection
+        1.1: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.2: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.3: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.4: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.5: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.6: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.7: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 1 of 5","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[{"top_left_x":55,"top_left_y":14,"bottom_right_x":241,"bottom_right_y":33,"content":"Quarterly
+        Operations Report","confidence_scores":null,"type":"header"},{"top_left_x":55,"top_left_y":42,"bottom_right_x":383,"bottom_right_y":67,"content":"##
+        Invoice Summary and Line Items","confidence_scores":null,"type":"title"},{"top_left_x":55,"top_left_y":78,"bottom_right_x":728,"bottom_right_y":216,"content":"|  Item
+        | Quantity | Amount  |\n| --- | --- | --- |\n|  Document analysis | 2 | 120.00  |\n|  Document
+        verification | 1 | 80.00  |","confidence_scores":null,"type":"table","table_id":null},{"top_left_x":55,"top_left_y":246,"bottom_right_x":728,"bottom_right_y":384,"content":"|  Item
+        continued | Quantity | Amount  |\n| --- | --- | --- |\n|  Fixture validation
+        | 3 | 45.00  |\n|  Provider review | 1 | 25.00  |","confidence_scores":null,"type":"table","table_id":null},{"top_left_x":55,"top_left_y":400,"bottom_right_x":458,"bottom_right_y":417,"content":"Section
+        1.1: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":436,"bottom_right_x":458,"bottom_right_y":453,"content":"Section
+        1.2: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":473,"bottom_right_x":458,"bottom_right_y":489,"content":"Section
+        1.3: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":509,"bottom_right_x":458,"bottom_right_y":526,"content":"Section
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+        1.5: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":581,"bottom_right_x":458,"bottom_right_y":598,"content":"Section
+        1.6: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":617,"bottom_right_x":458,"bottom_right_y":634,"content":"Section
+        1.7: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":653,"bottom_right_x":458,"bottom_right_y":670,"content":"Section
+        1.8: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":971,"bottom_right_x":192,"bottom_right_y":988,"content":"Confidential
+        | Page 1 of 5","confidence_scores":null,"type":"footer"}]},{"index":1,"markdown":"Quarterly
+        Operations Report\n\n# Revenue Chart and Formula Review\n\n![img-0.jpeg](img-0.jpeg)\n\nQ1\n\nQ2\n\nQ3\n\nQ4\n\nFormula:
+        gross margin = (revenue - cost) / revenue\n\nSection 2.1: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 2.2: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 2.3: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 2.4: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 2.5: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 2.6: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 2.7: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 2.8: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nConfidential | Page 2 of 5","images":[{"id":"img-0.jpeg","top_left_x":87,"top_left_y":141,"bottom_right_x":177,"bottom_right_y":236,"image_base64":null,"image_annotation":null}],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[{"top_left_x":55,"top_left_y":14,"bottom_right_x":239,"bottom_right_y":33,"content":"Quarterly
+        Operations Report","confidence_scores":null,"type":"header"},{"top_left_x":55,"top_left_y":42,"bottom_right_x":412,"bottom_right_y":65,"content":"#
+        Revenue Chart and Formula Review","confidence_scores":null,"type":"title"},{"top_left_x":87,"top_left_y":141,"bottom_right_x":177,"bottom_right_y":236,"content":"![img-0.jpeg](img-0.jpeg)","confidence_scores":null,"type":"image","image_id":"img-0.jpeg"},{"top_left_x":113,"top_left_y":249,"bottom_right_x":131,"bottom_right_y":263,"content":"Q1","confidence_scores":null,"type":"caption"},{"top_left_x":242,"top_left_y":249,"bottom_right_x":262,"bottom_right_y":263,"content":"Q2","confidence_scores":null,"type":"caption"},{"top_left_x":372,"top_left_y":249,"bottom_right_x":391,"bottom_right_y":263,"content":"Q3","confidence_scores":null,"type":"caption"},{"top_left_x":501,"top_left_y":249,"bottom_right_x":520,"bottom_right_y":263,"content":"Q4","confidence_scores":null,"type":"caption"},{"top_left_x":55,"top_left_y":300,"bottom_right_x":322,"bottom_right_y":316,"content":"Formula:
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+        2.1: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":54,"top_left_y":435,"bottom_right_x":455,"bottom_right_y":453,"content":"Section
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+        2.4: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":54,"top_left_y":545,"bottom_right_x":455,"bottom_right_y":561,"content":"Section
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+        2.6: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":54,"top_left_y":616,"bottom_right_x":455,"bottom_right_y":633,"content":"Section
+        2.7: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":54,"top_left_y":652,"bottom_right_x":455,"bottom_right_y":670,"content":"Section
+        2.8: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":972,"bottom_right_x":190,"bottom_right_y":988,"content":"Confidential
+        | Page 2 of 5","confidence_scores":null,"type":"footer"}]},{"index":2,"markdown":"Quarterly
+        Operations Report\n\n# Key Values, Link, Highlight, and Comment\n\nInvoice
+        Number: INV-2048\n\nPurchase Order: PO-4096\n\nhttps://example.com/invoices/INV-2048\n\nHighlighted
+        total requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\nRevised total: 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nConfidential | Page 3 of 5","images":[],"tables":[],"hyperlinks":["https://example.com/invoices/INV-2048"],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[{"top_left_x":55,"top_left_y":14,"bottom_right_x":240,"bottom_right_y":33,"content":"Quarterly
+        Operations Report","confidence_scores":null,"type":"header"},{"top_left_x":55,"top_left_y":41,"bottom_right_x":477,"bottom_right_y":67,"content":"#
+        Key Values, Link, Highlight, and Comment","confidence_scores":null,"type":"title"},{"top_left_x":55,"top_left_y":104,"bottom_right_x":244,"bottom_right_y":122,"content":"Invoice
+        Number: INV-2048","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":136,"bottom_right_x":241,"bottom_right_y":154,"content":"Purchase
+        Order: PO-4096","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":265,"bottom_right_x":330,"bottom_right_y":284,"content":"https://example.com/invoices/INV-2048","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":284,"bottom_right_x":287,"bottom_right_y":304,"content":"Highlighted
+        total requiring review","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":322,"bottom_right_x":491,"bottom_right_y":342,"content":"Reviewer
+        comment: verify the highlighted total before approval","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":368,"bottom_right_x":206,"bottom_right_y":387,"content":"Revised
+        total: 245.00","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":400,"bottom_right_x":458,"bottom_right_y":417,"content":"Section
+        3.1: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"list"},{"top_left_x":55,"top_left_y":435,"bottom_right_x":458,"bottom_right_y":453,"content":"Section
+        3.2: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"list"},{"top_left_x":55,"top_left_y":472,"bottom_right_x":458,"bottom_right_y":489,"content":"Section
+        3.3: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"list"},{"top_left_x":55,"top_left_y":508,"bottom_right_x":458,"bottom_right_y":525,"content":"Section
+        3.4: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"list"},{"top_left_x":55,"top_left_y":544,"bottom_right_x":458,"bottom_right_y":561,"content":"Section
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+        3.7: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"list"},{"top_left_x":55,"top_left_y":652,"bottom_right_x":458,"bottom_right_y":670,"content":"Section
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+        | Page 3 of 5","confidence_scores":null,"type":"footer"}]},{"index":3,"markdown":"Quarterly
+        Operations Report\n\n# Approval Signature and Watermark\n\nApproved by: Jordan
+        Lee\n\nSignature\n\nSection 4.1: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.2: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.3: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.4: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.5: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.6: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.7: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 4 of 5","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[{"top_left_x":55,"top_left_y":14,"bottom_right_x":241,"bottom_right_y":33,"content":"Quarterly
+        Operations Report","confidence_scores":null,"type":"header"},{"top_left_x":55,"top_left_y":41,"bottom_right_x":408,"bottom_right_y":67,"content":"#
+        Approval Signature and Watermark","confidence_scores":null,"type":"title"},{"top_left_x":55,"top_left_y":188,"bottom_right_x":234,"bottom_right_y":208,"content":"Approved
+        by: Jordan Lee","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":259,"bottom_right_x":128,"bottom_right_y":279,"content":"Signature","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":400,"bottom_right_x":458,"bottom_right_y":418,"content":"Section
+        4.1: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":436,"bottom_right_x":458,"bottom_right_y":454,"content":"Section
+        4.2: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":473,"bottom_right_x":458,"bottom_right_y":491,"content":"Section
+        4.3: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":509,"bottom_right_x":458,"bottom_right_y":526,"content":"Section
+        4.4: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":545,"bottom_right_x":458,"bottom_right_y":562,"content":"Section
+        4.5: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":581,"bottom_right_x":458,"bottom_right_y":598,"content":"Section
+        4.6: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":617,"bottom_right_x":458,"bottom_right_y":634,"content":"Section
+        4.7: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":653,"bottom_right_x":458,"bottom_right_y":671,"content":"Section
+        4.8: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":971,"bottom_right_x":192,"bottom_right_y":988,"content":"Confidential
+        | Page 4 of 5","confidence_scores":null,"type":"footer"}]},{"index":4,"markdown":"Quarterly
+        Operations Report\n\n# Appendix with Section Boundaries\n\n## 1. Scope\n\n##
+        2. Findings\n\n## 3. Recommendations\n\nSection 5.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nConfidential | Page 5 of 5","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[{"top_left_x":55,"top_left_y":14,"bottom_right_x":241,"bottom_right_y":33,"content":"Quarterly
+        Operations Report","confidence_scores":null,"type":"header"},{"top_left_x":55,"top_left_y":41,"bottom_right_x":403,"bottom_right_y":67,"content":"#
+        Appendix with Section Boundaries","confidence_scores":null,"type":"title"},{"top_left_x":55,"top_left_y":102,"bottom_right_x":136,"bottom_right_y":124,"content":"##
+        1. Scope","confidence_scores":null,"type":"title"},{"top_left_x":55,"top_left_y":166,"bottom_right_x":158,"bottom_right_y":188,"content":"##
+        2. Findings","confidence_scores":null,"type":"title"},{"top_left_x":55,"top_left_y":231,"bottom_right_x":244,"bottom_right_y":252,"content":"##
+        3. Recommendations","confidence_scores":null,"type":"title"},{"top_left_x":55,"top_left_y":400,"bottom_right_x":458,"bottom_right_y":417,"content":"Section
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 3.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 3.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 3.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
21 0 obj
<<
/Length 1494
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Approval Signature and Watermark) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 4 of 5) Tj T* ET
q
.827451 .827451 .827451 rg
BT /F2 54 Tf 64.8 TL ET
.906308 .422618 -0.422618 .906308 110 390 cm
BT 1 0 0 1 0 0 Tm (DRAFT) Tj T* ET
Q
0 0 0 rg
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 635 Tm (Approved by: Jordan Lee) Tj T* ET
n 45 610 m 310 610 l S
n 55 595 m 75 625 112 602 155 600 c S
BT 1 0 0 1 45 580 Tm (Signature) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 4.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 4.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 4.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 4.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 4.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 4.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 4.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 4.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
22 0 obj
<<
/Length 1327
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Appendix with Section Boundaries) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 5 of 5) Tj T* ET
BT /F2 14 Tf 16.8 TL ET
BT 1 0 0 1 45 700 Tm (1. Scope) Tj T* ET
BT 1 0 0 1 45 650 Tm (2. Findings) Tj T* ET
BT 1 0 0 1 45 600 Tm (3. Recommendations) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 5.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 5.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 5.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 5.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 5.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 5.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 5.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 5.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
xref
0 23
0000000000 65535 f 
0000000061 00000 n 
0000000102 00000 n 
0000000209 00000 n 
0000000321 00000 n 
0000000516 00000 n 
0000006322 00000 n 
0000012824 00000 n 
0000014142 00000 n 
0000014496 00000 n 
0000014664 00000 n 
0000014850 00000 n 
0000015028 00000 n 
0000015256 00000 n 
0000015452 00000 n 
0000015648 00000 n 
0000015718 00000 n 
0000016128 00000 n 
0000016215 00000 n 
0000018552 00000 n 
0000020327 00000 n 
0000022845 00000 n 
0000024391 00000 n 
trailer
<<
/ID 
[<cb011a3ef088e46b638e8b45c01a470f><cb011a3ef088e46b638e8b45c01a470f>]
% ReportLab generated PDF document -- digest (opensource)

/Info 16 0 R
/Root 15 0 R
/Size 23
>>
startxref
25770
%%EOF

+        type: document_url
+      image_limit: 1
+      model: mistral/mistral-ocr-latest
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/d480e7ff6e38a62e7449393c553730ed10fcde2014b3e219e2ff8e54d8bb7e8e.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/d480e7ff6e38a62e7449393c553730ed10fcde2014b3e219e2ff8e54d8bb7e8e.yaml
new file mode 100644
index 00000000000..f30f8fffe85
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/d480e7ff6e38a62e7449393c553730ed10fcde2014b3e219e2ff8e54d8bb7e8e.yaml
@@ -0,0 +1,123 @@
+interactions:
+- request:
+    body: 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+    headers:
+      Accept:
+      - '*/*'
+      Content-Type:
+      - application/json
+      User-Agent:
+      - litellm/1.101.0
+    method: POST
+    uri: http://parity-provider.invalid/v1/ocr
+  response:
+    body:
+      string: '{"pages":[{"index":0,"markdown":"Quarterly Operations Report\n\n# Invoice
+        Summary and Line Items\n\n|  Item | Quantity | Amount  |\n| --- | --- | ---
+        |\n|  Document analysis | 2 | 120.00  |\n|  Document verification | 1 | 80.00  |\n\n|  Item
+        continued | Quantity | Amount  |\n| --- | --- | --- |\n|  Fixture validation
+        | 3 | 45.00  |\n|  Provider review | 1 | 25.00  |\n\nSection 1.1: Invoice
+        totals, regional revenue, and reconciliation notes.\nSection 1.2: Invoice
+        totals, regional revenue, and reconciliation notes.\nSection 1.3: Invoice
+        totals, regional revenue, and reconciliation notes.\nSection 1.4: Invoice
+        totals, regional revenue, and reconciliation notes.\nSection 1.5: Invoice
+        totals, regional revenue, and reconciliation notes.\nSection 1.6: Invoice
+        totals, regional revenue, and reconciliation notes.\nSection 1.7: Invoice
+        totals, regional revenue, and reconciliation notes.\nSection 1.8: Invoice
+        totals, regional revenue, and reconciliation notes.\n\nConfidential | Page
+        1 of 5","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[]},{"index":1,"markdown":"Quarterly
+        Operations Report\n\n# Revenue Chart and Formula Review\n\n![img-0.jpeg](img-0.jpeg)\nQ1\n\n![img-1.jpeg](img-1.jpeg)\nQ2\n\n![img-2.jpeg](img-2.jpeg)\nQ3\n\n![img-3.jpeg](img-3.jpeg)\nQ4\n\n![img-4.jpeg](img-4.jpeg)\n\n![img-5.jpeg](img-5.jpeg)\n\nFormula:
+        gross margin = (revenue - cost) / revenue\n\n![img-6.jpeg](img-6.jpeg)\n\nSection
+        2.1: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        2.2: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        2.3: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        2.4: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        2.5: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        2.6: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        2.7: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        2.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 2 of 5","images":[{"id":"img-0.jpeg","top_left_x":86,"top_left_y":140,"bottom_right_x":177,"bottom_right_y":236,"image_base64":null,"image_annotation":null},{"id":"img-1.jpeg","top_left_x":215,"top_left_y":82,"bottom_right_x":306,"bottom_right_y":236,"image_base64":null,"image_annotation":null},{"id":"img-2.jpeg","top_left_x":345,"top_left_y":115,"bottom_right_x":436,"bottom_right_y":236,"image_base64":null,"image_annotation":null},{"id":"img-3.jpeg","top_left_x":475,"top_left_y":63,"bottom_right_x":563,"bottom_right_y":236,"image_base64":null,"image_annotation":null},{"id":"img-4.jpeg","top_left_x":582,"top_left_y":82,"bottom_right_x":681,"bottom_right_y":178,"image_base64":null,"image_annotation":null},{"id":"img-5.jpeg","top_left_x":582,"top_left_y":210,"bottom_right_x":681,"bottom_right_y":295,"image_base64":null,"image_annotation":null},{"id":"img-6.jpeg","top_left_x":582,"top_left_y":316,"bottom_right_x":647,"bottom_right_y":379,"image_base64":null,"image_annotation":null}],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[]},{"index":2,"markdown":"Quarterly
+        Operations Report\n\n# Key Values, Link, Highlight, and Comment\n\nInvoice
+        Number: INV-2048\n\nPurchase Order: PO-4096\n\nhttps://example.com/invoices/INV-2048\n\nHighlighted
+        total requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\n# Revised total: 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\n![img-7.jpeg](img-7.jpeg)\n\nConfidential
+        | Page 3 of 5","images":[{"id":"img-7.jpeg","top_left_x":135,"top_left_y":759,"bottom_right_x":331,"bottom_right_y":856,"image_base64":null,"image_annotation":null}],"tables":[],"hyperlinks":["https://example.com/invoices/INV-2048"],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[]},{"index":3,"markdown":"Quarterly
+        Operations Report\n\nApproval Signature and Watermark\n\nApproved by: Jordan
+        Lee\n\nSignature\n\nSection 4.1: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 4.2: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 4.3: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 4.4: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 4.5: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 4.6: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 4.7: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 4.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 4 of 5","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[]},{"index":4,"markdown":"Quarterly
+        Operations Report\n\n# Appendix with Section Boundaries\n\n1. Scope\n2. Findings\n3.
+        Recommendations\n\nSection 5.1: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 5.2: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 5.3: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 5.4: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 5.5: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 5.6: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 5.7: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 5.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 5 of 5","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[]}],"model":"mistral-ocr-2512","document_annotation":null,"usage_info":{"pages_processed":5,"doc_size_bytes":26446}}'
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 3.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 3.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 3.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
21 0 obj
<<
/Length 1494
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Approval Signature and Watermark) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 4 of 5) Tj T* ET
q
.827451 .827451 .827451 rg
BT /F2 54 Tf 64.8 TL ET
.906308 .422618 -0.422618 .906308 110 390 cm
BT 1 0 0 1 0 0 Tm (DRAFT) Tj T* ET
Q
0 0 0 rg
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 635 Tm (Approved by: Jordan Lee) Tj T* ET
n 45 610 m 310 610 l S
n 55 595 m 75 625 112 602 155 600 c S
BT 1 0 0 1 45 580 Tm (Signature) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 4.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 4.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 4.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 4.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 4.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 4.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 4.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 4.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
22 0 obj
<<
/Length 1327
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Appendix with Section Boundaries) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 5 of 5) Tj T* ET
BT /F2 14 Tf 16.8 TL ET
BT 1 0 0 1 45 700 Tm (1. Scope) Tj T* ET
BT 1 0 0 1 45 650 Tm (2. Findings) Tj T* ET
BT 1 0 0 1 45 600 Tm (3. Recommendations) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 5.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 5.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 5.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 5.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 5.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 5.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 5.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 5.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
xref
0 23
0000000000 65535 f 
0000000061 00000 n 
0000000102 00000 n 
0000000209 00000 n 
0000000321 00000 n 
0000000516 00000 n 
0000006322 00000 n 
0000012824 00000 n 
0000014142 00000 n 
0000014496 00000 n 
0000014664 00000 n 
0000014850 00000 n 
0000015028 00000 n 
0000015256 00000 n 
0000015452 00000 n 
0000015648 00000 n 
0000015718 00000 n 
0000016128 00000 n 
0000016215 00000 n 
0000018552 00000 n 
0000020327 00000 n 
0000022845 00000 n 
0000024391 00000 n 
trailer
<<
/ID 
[<cb011a3ef088e46b638e8b45c01a470f><cb011a3ef088e46b638e8b45c01a470f>]
% ReportLab generated PDF document -- digest (opensource)

/Info 16 0 R
/Root 15 0 R
/Size 23
>>
startxref
25770
%%EOF

+        type: document_url
+      extract_footer: false
+      model: mistral/mistral-ocr-2512
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/d80a6ccca02922ba9094426235a6ab165f1866eb074a8c079273eef5df512985.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/d80a6ccca02922ba9094426235a6ab165f1866eb074a8c079273eef5df512985.yaml
new file mode 100644
index 00000000000..5e8fe1a1cdc
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/d80a6ccca02922ba9094426235a6ab165f1866eb074a8c079273eef5df512985.yaml
@@ -0,0 +1,105 @@
+interactions:
+- request:
+    body: '{"model":"mistral-ocr-latest","document":{"type":"image_url","image_url":"https://dummyjson.com/image/800x300/ffffff/000000?text=invoice%20123&fontSize=24"},"pages":[0],"include_image_base64":false,"image_min_size":300,"bbox_annotation_format":{"type":"json_schema","json_schema":{"name":"bounding_boxes","description":"Extract
+      the visible document fields","schema":{"additionalProperties":false,"properties":{"title":{"type":"string"}},"required":["title"],"type":"object"},"strict":true}},"document_annotation_format":{"type":"json_schema","json_schema":{"name":"document_title","description":"Extract
+      the visible document fields","schema":{"additionalProperties":false,"properties":{"title":{"type":"string"}},"required":["title"],"type":"object"},"strict":true}},"extract_header":true,"table_format":"markdown","include_blocks":true}'
+    headers:
+      Accept:
+      - '*/*'
+      Content-Type:
+      - application/json
+      User-Agent:
+      - litellm/1.101.0
+    method: POST
+    uri: http://parity-provider.invalid/v1/ocr
+  response:
+    body:
+      string: '{"pages":[{"index":0,"markdown":"invoice 123","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":200,"height":300,"width":800},"confidence_scores":null,"blocks":[{"top_left_x":335,"top_left_y":138,"bottom_right_x":464,"bottom_right_y":162,"content":"invoice
+        123","confidence_scores":null,"type":"text"}]}],"model":"mistral-ocr-latest","document_annotation":"{\"title\":
+        \"Invoice_123\"}","usage_info":{"pages_processed":1,"doc_size_bytes":4124}}'
+    headers:
+      CF-RAY:
+      - a346d3a89a85f953-SJC
+      Content-Type:
+      - application/json
+      Date:
+      - Tue, 01 Sep 2026 19:54:26 GMT
+      Server:
+      - cloudflare
+      Strict-Transport-Security:
+      - max-age=15552000; includeSubDomains; preload
+      X-Content-Type-Options:
+      - nosniff
+      access-control-allow-origin:
+      - '*'
+      alt-svc:
+      - h3=":443"; ma=86400
+      cf-cache-status:
+      - DYNAMIC
+      mistral-correlation-id:
+      - 01a05e89-85bd-7075-af53-8e341b35a63e
+      x-envoy-upstream-service-time:
+      - '432'
+      x-kong-proxy-latency:
+      - '13'
+      x-kong-request-id:
+      - 01a05e89-85bd-7075-af53-8e341b35a63e
+      x-kong-upstream-latency:
+      - '433'
+      x-ratelimit-limit-ocr-pages-minute:
+      - '60'
+      x-ratelimit-ocr-pages-query-cost:
+      - '1'
+      x-ratelimit-remaining-ocr-pages-minute:
+      - '43'
+    status:
+      code: 200
+      message: ''
+recorded_at: '2026-09-01T19:54:26.965078+00:00'
+ttl_seconds: 0
+version: 1
+x-litellm:
+  case:
+    litellm_input:
+      bbox_annotation_format:
+        json_schema:
+          description: Extract the visible document fields
+          name: bounding_boxes
+          schema:
+            additionalProperties: false
+            properties:
+              title:
+                type: string
+            required:
+            - title
+            type: object
+          strict: true
+        type: json_schema
+      contract: mistral
+      document:
+        image_url: https://dummyjson.com/image/800x300/ffffff/000000?text=invoice%20123&fontSize=24
+        type: image_url
+      document_annotation_format:
+        json_schema:
+          description: Extract the visible document fields
+          name: document_title
+          schema:
+            additionalProperties: false
+            properties:
+              title:
+                type: string
+            required:
+            - title
+            type: object
+          strict: true
+        type: json_schema
+      extract_header: true
+      image_min_size: 300
+      include_blocks: true
+      include_image_base64: false
+      model: mistral/mistral-ocr-latest
+      pages:
+      - 0
+      table_format: markdown
+  request_source: python_replay
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/d9fd0baef4b8b985464228aac77a8a1f88d8bfa19c7cfd57cfea7964d349d60c.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/d9fd0baef4b8b985464228aac77a8a1f88d8bfa19c7cfd57cfea7964d349d60c.yaml
new file mode 100644
index 00000000000..004770a834e
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/d9fd0baef4b8b985464228aac77a8a1f88d8bfa19c7cfd57cfea7964d349d60c.yaml
@@ -0,0 +1,66 @@
+interactions:
+- request:
+    body: '{"model":"mistral-ocr-latest","document":{"type":"document_url","document_url":"https://www.w3.org/WAI/ER/tests/xhtml/testfiles/resources/pdf/dummy.pdf"}}'
+    headers:
+      Accept:
+      - '*/*'
+      Content-Type:
+      - application/json
+      User-Agent:
+      - litellm/1.101.0
+    method: POST
+    uri: http://parity-provider.invalid/v1/ocr
+  response:
+    body:
+      string: '{"pages":[{"index":0,"markdown":"Dummy PDF file","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":87,"height":1018,"width":719},"confidence_scores":null,"blocks":[{"top_left_x":65,"top_left_y":82,"bottom_right_x":222,"bottom_right_y":108,"content":"Dummy
+        PDF file","confidence_scores":null,"type":"text"}]}],"model":"mistral-ocr-latest","document_annotation":null,"usage_info":{"pages_processed":1,"doc_size_bytes":13264}}'
+    headers:
+      CF-RAY:
+      - a34ffd604a71938c-SJC
+      Content-Type:
+      - application/json
+      Date:
+      - Wed, 02 Sep 2026 22:35:47 GMT
+      Server:
+      - cloudflare
+      Strict-Transport-Security:
+      - max-age=15552000; includeSubDomains; preload
+      X-Content-Type-Options:
+      - nosniff
+      access-control-allow-origin:
+      - '*'
+      alt-svc:
+      - h3=":443"; ma=86400
+      cf-cache-status:
+      - DYNAMIC
+      mistral-correlation-id:
+      - 01a06443-987c-7007-876d-bbd07c05013b
+      x-envoy-upstream-service-time:
+      - '233'
+      x-kong-proxy-latency:
+      - '13'
+      x-kong-request-id:
+      - 01a06443-987c-7007-876d-bbd07c05013b
+      x-kong-upstream-latency:
+      - '234'
+      x-ratelimit-limit-ocr-pages-minute:
+      - '60'
+      x-ratelimit-ocr-pages-query-cost:
+      - '1'
+      x-ratelimit-remaining-ocr-pages-minute:
+      - '58'
+    status:
+      code: 200
+      message: ''
+recorded_at: '2026-09-02T22:35:47.022798+00:00'
+ttl_seconds: 0
+version: 1
+x-litellm:
+  case:
+    litellm_input:
+      document:
+        document_url: https://www.w3.org/WAI/ER/tests/xhtml/testfiles/resources/pdf/dummy.pdf
+        type: document_url
+      model: mistral/mistral-ocr-latest
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/e117088fe6cf8569a4b8d760f4d1f701903aed5620cb716d21d005250ca200e0.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/e117088fe6cf8569a4b8d760f4d1f701903aed5620cb716d21d005250ca200e0.yaml
new file mode 100644
index 00000000000..6f77eb684e2
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/e117088fe6cf8569a4b8d760f4d1f701903aed5620cb716d21d005250ca200e0.yaml
@@ -0,0 +1,126 @@
+interactions:
+- request:
+    body: '{"model":"mistral-ocr-2512","document":{"type":"document_url","document_url":"data:application/pdf;base64,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+    headers:
+      Accept:
+      - '*/*'
+      Content-Type:
+      - application/json
+      User-Agent:
+      - litellm/1.101.0
+    method: POST
+    uri: http://parity-provider.invalid/v1/ocr
+  response:
+    body:
+      string: '{"pages":[{"index":0,"markdown":"# Invoice Summary and Line Items\n\n|  Item
+        | Quantity | Amount  |\n| --- | --- | --- |\n|  Document analysis | 2 | 120.00  |\n|  Document
+        verification | 1 | 80.00  |\n\n|  Item continued | Quantity | Amount  |\n|
+        --- | --- | --- |\n|  Fixture validation | 3 | 45.00  |\n|  Provider review
+        | 1 | 25.00  |\n\nSection 1.1: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 1.2: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 1.3: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 1.4: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 1.5: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 1.6: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 1.7: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 1.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 1 of 5","images":[],"tables":[],"hyperlinks":[],"header":"Quarterly
+        Operations Report","footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[]},{"index":1,"markdown":"#
+        Revenue Chart and Formula Review\n\n![img-0.jpeg](img-0.jpeg)\nQ1\n\n![img-1.jpeg](img-1.jpeg)\nQ2\n\n![img-2.jpeg](img-2.jpeg)\nQ3\n\n![img-3.jpeg](img-3.jpeg)\nQ4\n\n![img-4.jpeg](img-4.jpeg)\n\n![img-5.jpeg](img-5.jpeg)\n\nFormula:
+        gross margin = (revenue - cost) / revenue\n\n![img-6.jpeg](img-6.jpeg)\n\nSection
+        2.1: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        2.2: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        2.3: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        2.4: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        2.5: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        2.6: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        2.7: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        2.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 2 of 5","images":[{"id":"img-0.jpeg","top_left_x":86,"top_left_y":140,"bottom_right_x":177,"bottom_right_y":236,"image_base64":null,"image_annotation":null},{"id":"img-1.jpeg","top_left_x":215,"top_left_y":82,"bottom_right_x":306,"bottom_right_y":236,"image_base64":null,"image_annotation":null},{"id":"img-2.jpeg","top_left_x":345,"top_left_y":115,"bottom_right_x":436,"bottom_right_y":236,"image_base64":null,"image_annotation":null},{"id":"img-3.jpeg","top_left_x":475,"top_left_y":63,"bottom_right_x":563,"bottom_right_y":236,"image_base64":null,"image_annotation":null},{"id":"img-4.jpeg","top_left_x":582,"top_left_y":82,"bottom_right_x":681,"bottom_right_y":178,"image_base64":null,"image_annotation":null},{"id":"img-5.jpeg","top_left_x":582,"top_left_y":210,"bottom_right_x":681,"bottom_right_y":295,"image_base64":null,"image_annotation":null},{"id":"img-6.jpeg","top_left_x":582,"top_left_y":316,"bottom_right_x":647,"bottom_right_y":379,"image_base64":null,"image_annotation":null}],"tables":[],"hyperlinks":[],"header":"Quarterly
+        Operations Report","footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[]},{"index":2,"markdown":"#
+        Key Values, Link, Highlight, and Comment\n\nInvoice Number: INV-2048\n\nPurchase
+        Order: PO-4096\n\nhttps://example.com/invoices/INV-2048\n\nHighlighted total
+        requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\n# Revised total: 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\n![img-7.jpeg](img-7.jpeg)\n\nConfidential
+        | Page 3 of 5","images":[{"id":"img-7.jpeg","top_left_x":135,"top_left_y":759,"bottom_right_x":331,"bottom_right_y":856,"image_base64":null,"image_annotation":null}],"tables":[],"hyperlinks":["https://example.com/invoices/INV-2048"],"header":"Quarterly
+        Operations Report","footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[]},{"index":3,"markdown":"Approved
+        by: Jordan Lee\n\nSignature\n\nSection 4.1: Invoice totals, regional revenue,
+        and reconciliation notes.\nSection 4.2: Invoice totals, regional revenue,
+        and reconciliation notes.\nSection 4.3: Invoice totals, regional revenue,
+        and reconciliation notes.\nSection 4.4: Invoice totals, regional revenue,
+        and reconciliation notes.\nSection 4.5: Invoice totals, regional revenue,
+        and reconciliation notes.\nSection 4.6: Invoice totals, regional revenue,
+        and reconciliation notes.\nSection 4.7: Invoice totals, regional revenue,
+        and reconciliation notes.\nSection 4.8: Invoice totals, regional revenue,
+        and reconciliation notes.\n\nConfidential | Page 4 of 5","images":[],"tables":[],"hyperlinks":[],"header":"Quarterly
+        Operations Report\n\nApproval Signature and Watermark","footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[]},{"index":4,"markdown":"#
+        Appendix with Section Boundaries\n\n1. Scope\n2. Findings\n3. Recommendations\n\nSection
+        5.1: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        5.2: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        5.3: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        5.4: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        5.5: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        5.6: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        5.7: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        5.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 5 of 5","images":[],"tables":[],"hyperlinks":[],"header":"Quarterly
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 3.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 3.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 3.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
21 0 obj
<<
/Length 1494
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Approval Signature and Watermark) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 4 of 5) Tj T* ET
q
.827451 .827451 .827451 rg
BT /F2 54 Tf 64.8 TL ET
.906308 .422618 -0.422618 .906308 110 390 cm
BT 1 0 0 1 0 0 Tm (DRAFT) Tj T* ET
Q
0 0 0 rg
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 635 Tm (Approved by: Jordan Lee) Tj T* ET
n 45 610 m 310 610 l S
n 55 595 m 75 625 112 602 155 600 c S
BT 1 0 0 1 45 580 Tm (Signature) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 4.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 4.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 4.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 4.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 4.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 4.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 4.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 4.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
22 0 obj
<<
/Length 1327
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Appendix with Section Boundaries) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 5 of 5) Tj T* ET
BT /F2 14 Tf 16.8 TL ET
BT 1 0 0 1 45 700 Tm (1. Scope) Tj T* ET
BT 1 0 0 1 45 650 Tm (2. Findings) Tj T* ET
BT 1 0 0 1 45 600 Tm (3. Recommendations) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 5.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 5.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 5.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 5.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 5.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 5.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 5.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 5.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
xref
0 23
0000000000 65535 f 
0000000061 00000 n 
0000000102 00000 n 
0000000209 00000 n 
0000000321 00000 n 
0000000516 00000 n 
0000006322 00000 n 
0000012824 00000 n 
0000014142 00000 n 
0000014496 00000 n 
0000014664 00000 n 
0000014850 00000 n 
0000015028 00000 n 
0000015256 00000 n 
0000015452 00000 n 
0000015648 00000 n 
0000015718 00000 n 
0000016128 00000 n 
0000016215 00000 n 
0000018552 00000 n 
0000020327 00000 n 
0000022845 00000 n 
0000024391 00000 n 
trailer
<<
/ID 
[<cb011a3ef088e46b638e8b45c01a470f><cb011a3ef088e46b638e8b45c01a470f>]
% ReportLab generated PDF document -- digest (opensource)

/Info 16 0 R
/Root 15 0 R
/Size 23
>>
startxref
25770
%%EOF

+        type: document_url
+      extract_header: true
+      model: mistral/mistral-ocr-2512
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/f1d1140ee9b1e79c1c04532424a33e2cb8df0b15ec039796c6a90a7d793d7f67.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/f1d1140ee9b1e79c1c04532424a33e2cb8df0b15ec039796c6a90a7d793d7f67.yaml
new file mode 100644
index 00000000000..fc35f7a2488
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/f1d1140ee9b1e79c1c04532424a33e2cb8df0b15ec039796c6a90a7d793d7f67.yaml
@@ -0,0 +1,191 @@
+interactions:
+- request:
+    body: '{"model":"mistral-ocr-latest","document":{"type":"document_url","document_url":"data:application/pdf;base64,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+      string: '{"pages":[{"index":0,"markdown":"Quarterly Operations Report\n\n##
+        Invoice Summary and Line Items\n\n|  Item | Quantity | Amount  |\n| --- |
+        --- | --- |\n|  Document analysis | 2 | 120.00  |\n|  Document verification
+        | 1 | 80.00  |\n\n|  Item continued | Quantity | Amount  |\n| --- | --- |
+        --- |\n|  Fixture validation | 3 | 45.00  |\n|  Provider review | 1 | 25.00  |\n\nSection
+        1.1: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.2: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.3: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.4: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.5: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.6: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.7: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 1 of 5","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[{"top_left_x":55,"top_left_y":14,"bottom_right_x":241,"bottom_right_y":33,"content":"Quarterly
+        Operations Report","confidence_scores":null,"type":"header"},{"top_left_x":55,"top_left_y":42,"bottom_right_x":383,"bottom_right_y":67,"content":"##
+        Invoice Summary and Line Items","confidence_scores":null,"type":"title"},{"top_left_x":55,"top_left_y":78,"bottom_right_x":728,"bottom_right_y":216,"content":"|  Item
+        | Quantity | Amount  |\n| --- | --- | --- |\n|  Document analysis | 2 | 120.00  |\n|  Document
+        verification | 1 | 80.00  |","confidence_scores":null,"type":"table","table_id":null},{"top_left_x":55,"top_left_y":246,"bottom_right_x":728,"bottom_right_y":384,"content":"|  Item
+        continued | Quantity | Amount  |\n| --- | --- | --- |\n|  Fixture validation
+        | 3 | 45.00  |\n|  Provider review | 1 | 25.00  |","confidence_scores":null,"type":"table","table_id":null},{"top_left_x":55,"top_left_y":400,"bottom_right_x":458,"bottom_right_y":417,"content":"Section
+        1.1: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":436,"bottom_right_x":458,"bottom_right_y":453,"content":"Section
+        1.2: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":473,"bottom_right_x":458,"bottom_right_y":489,"content":"Section
+        1.3: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":509,"bottom_right_x":458,"bottom_right_y":526,"content":"Section
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+        | Page 1 of 5","confidence_scores":null,"type":"footer"}]},{"index":1,"markdown":"Quarterly
+        Operations Report\n\n# Revenue Chart and Formula Review\n\n![img-0.jpeg](img-0.jpeg)\n\nQ1\n\n![img-1.jpeg](img-1.jpeg)\n\nQ2\n\n![img-2.jpeg](img-2.jpeg)\n\nQ3\n\n![img-3.jpeg](img-3.jpeg)\n\nQ4\n\n![img-4.jpeg](img-4.jpeg)\n\n![img-5.jpeg](img-5.jpeg)\n\nFormula:
+        gross margin = (revenue - cost) / revenue\n\n![img-6.jpeg](img-6.jpeg)\n\nSection
+        2.1: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.2: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.3: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.4: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.5: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.6: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.7: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 2 of 5","images":[{"id":"img-0.jpeg","top_left_x":87,"top_left_y":141,"bottom_right_x":177,"bottom_right_y":236,"image_base64":null,"image_annotation":null},{"id":"img-1.jpeg","top_left_x":216,"top_left_y":84,"bottom_right_x":306,"bottom_right_y":236,"image_base64":null,"image_annotation":null},{"id":"img-2.jpeg","top_left_x":346,"top_left_y":116,"bottom_right_x":435,"bottom_right_y":236,"image_base64":null,"image_annotation":null},{"id":"img-3.jpeg","top_left_x":476,"top_left_y":65,"bottom_right_x":564,"bottom_right_y":236,"image_base64":null,"image_annotation":null},{"id":"img-4.jpeg","top_left_x":584,"top_left_y":84,"bottom_right_x":681,"bottom_right_y":177,"image_base64":null,"image_annotation":null},{"id":"img-5.jpeg","top_left_x":584,"top_left_y":211,"bottom_right_x":681,"bottom_right_y":295,"image_base64":null,"image_annotation":null},{"id":"img-6.jpeg","top_left_x":584,"top_left_y":315,"bottom_right_x":648,"bottom_right_y":379,"image_base64":null,"image_annotation":null}],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[{"top_left_x":55,"top_left_y":14,"bottom_right_x":239,"bottom_right_y":33,"content":"Quarterly
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+        | Page 2 of 5","confidence_scores":null,"type":"footer"}]},{"index":2,"markdown":"Quarterly
+        Operations Report\n\n# Key Values, Link, Highlight, and Comment\n\nInvoice
+        Number: INV-2048\n\nPurchase Order: PO-4096\n\nhttps://example.com/invoices/INV-2048\n\nHighlighted
+        total requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\nRevised total: 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\n![img-7.jpeg](img-7.jpeg)\n\nConfidential
+        | Page 3 of 5","images":[{"id":"img-7.jpeg","top_left_x":138,"top_left_y":763,"bottom_right_x":331,"bottom_right_y":856,"image_base64":null,"image_annotation":null}],"tables":[],"hyperlinks":["https://example.com/invoices/INV-2048"],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[{"top_left_x":55,"top_left_y":14,"bottom_right_x":240,"bottom_right_y":33,"content":"Quarterly
+        Operations Report","confidence_scores":null,"type":"header"},{"top_left_x":55,"top_left_y":41,"bottom_right_x":477,"bottom_right_y":67,"content":"#
+        Key Values, Link, Highlight, and Comment","confidence_scores":null,"type":"title"},{"top_left_x":55,"top_left_y":104,"bottom_right_x":244,"bottom_right_y":122,"content":"Invoice
+        Number: INV-2048","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":136,"bottom_right_x":241,"bottom_right_y":154,"content":"Purchase
+        Order: PO-4096","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":265,"bottom_right_x":330,"bottom_right_y":284,"content":"https://example.com/invoices/INV-2048","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":284,"bottom_right_x":287,"bottom_right_y":304,"content":"Highlighted
+        total requiring review","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":322,"bottom_right_x":491,"bottom_right_y":342,"content":"Reviewer
+        comment: verify the highlighted total before approval","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":368,"bottom_right_x":206,"bottom_right_y":387,"content":"Revised
+        total: 245.00","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":400,"bottom_right_x":458,"bottom_right_y":417,"content":"Section
+        3.1: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"list"},{"top_left_x":55,"top_left_y":435,"bottom_right_x":458,"bottom_right_y":453,"content":"Section
+        3.2: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"list"},{"top_left_x":55,"top_left_y":472,"bottom_right_x":458,"bottom_right_y":489,"content":"Section
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+        | Page 3 of 5","confidence_scores":null,"type":"footer"}]},{"index":3,"markdown":"Quarterly
+        Operations Report\n\n# Approval Signature and Watermark\n\nApproved by: Jordan
+        Lee\n\nSignature\n\nSection 4.1: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.2: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.3: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.4: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.5: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.6: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.7: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 4 of 5","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[{"top_left_x":55,"top_left_y":14,"bottom_right_x":241,"bottom_right_y":33,"content":"Quarterly
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+        4.4: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":545,"bottom_right_x":458,"bottom_right_y":562,"content":"Section
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+        Operations Report\n\n# Appendix with Section Boundaries\n\n## 1. Scope\n\n##
+        2. Findings\n\n## 3. Recommendations\n\nSection 5.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nConfidential | Page 5 of 5","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[{"top_left_x":55,"top_left_y":14,"bottom_right_x":241,"bottom_right_y":33,"content":"Quarterly
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 3.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 3.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 3.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
21 0 obj
<<
/Length 1494
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Approval Signature and Watermark) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 4 of 5) Tj T* ET
q
.827451 .827451 .827451 rg
BT /F2 54 Tf 64.8 TL ET
.906308 .422618 -0.422618 .906308 110 390 cm
BT 1 0 0 1 0 0 Tm (DRAFT) Tj T* ET
Q
0 0 0 rg
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 635 Tm (Approved by: Jordan Lee) Tj T* ET
n 45 610 m 310 610 l S
n 55 595 m 75 625 112 602 155 600 c S
BT 1 0 0 1 45 580 Tm (Signature) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 4.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 4.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 4.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 4.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 4.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 4.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 4.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 4.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
22 0 obj
<<
/Length 1327
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Appendix with Section Boundaries) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 5 of 5) Tj T* ET
BT /F2 14 Tf 16.8 TL ET
BT 1 0 0 1 45 700 Tm (1. Scope) Tj T* ET
BT 1 0 0 1 45 650 Tm (2. Findings) Tj T* ET
BT 1 0 0 1 45 600 Tm (3. Recommendations) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 5.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 5.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 5.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 5.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 5.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 5.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 5.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 5.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
xref
0 23
0000000000 65535 f 
0000000061 00000 n 
0000000102 00000 n 
0000000209 00000 n 
0000000321 00000 n 
0000000516 00000 n 
0000006322 00000 n 
0000012824 00000 n 
0000014142 00000 n 
0000014496 00000 n 
0000014664 00000 n 
0000014850 00000 n 
0000015028 00000 n 
0000015256 00000 n 
0000015452 00000 n 
0000015648 00000 n 
0000015718 00000 n 
0000016128 00000 n 
0000016215 00000 n 
0000018552 00000 n 
0000020327 00000 n 
0000022845 00000 n 
0000024391 00000 n 
trailer
<<
/ID 
[<cb011a3ef088e46b638e8b45c01a470f><cb011a3ef088e46b638e8b45c01a470f>]
% ReportLab generated PDF document -- digest (opensource)

/Info 16 0 R
/Root 15 0 R
/Size 23
>>
startxref
25770
%%EOF

+        type: document_url
+      model: mistral/mistral-ocr-latest
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/f3398fc2e41b4041fdc11cbc14b287bfd2099ac065e551dbbd0ab6858be021b5.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/f3398fc2e41b4041fdc11cbc14b287bfd2099ac065e551dbbd0ab6858be021b5.yaml
new file mode 100644
index 00000000000..a8a7d75251b
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/f3398fc2e41b4041fdc11cbc14b287bfd2099ac065e551dbbd0ab6858be021b5.yaml
@@ -0,0 +1,192 @@
+interactions:
+- request:
+    body: '{"model":"mistral-ocr-latest","document":{"type":"document_url","document_url":"data:application/pdf;base64,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+      string: '{"pages":[{"index":0,"markdown":"Quarterly Operations Report\n\n##
+        Invoice Summary and Line Items\n\n|  Item | Quantity | Amount  |\n| --- |
+        --- | --- |\n|  Document analysis | 2 | 120.00  |\n|  Document verification
+        | 1 | 80.00  |\n\n|  Item continued | Quantity | Amount  |\n| --- | --- |
+        --- |\n|  Fixture validation | 3 | 45.00  |\n|  Provider review | 1 | 25.00  |\n\nSection
+        1.1: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.2: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.3: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.4: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.5: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.6: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.7: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 1 of 5","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[{"top_left_x":55,"top_left_y":14,"bottom_right_x":241,"bottom_right_y":33,"content":"Quarterly
+        Operations Report","confidence_scores":null,"type":"header"},{"top_left_x":55,"top_left_y":42,"bottom_right_x":383,"bottom_right_y":67,"content":"##
+        Invoice Summary and Line Items","confidence_scores":null,"type":"title"},{"top_left_x":55,"top_left_y":78,"bottom_right_x":728,"bottom_right_y":216,"content":"|  Item
+        | Quantity | Amount  |\n| --- | --- | --- |\n|  Document analysis | 2 | 120.00  |\n|  Document
+        verification | 1 | 80.00  |","confidence_scores":null,"type":"table","table_id":null},{"top_left_x":55,"top_left_y":246,"bottom_right_x":728,"bottom_right_y":384,"content":"|  Item
+        continued | Quantity | Amount  |\n| --- | --- | --- |\n|  Fixture validation
+        | 3 | 45.00  |\n|  Provider review | 1 | 25.00  |","confidence_scores":null,"type":"table","table_id":null},{"top_left_x":55,"top_left_y":400,"bottom_right_x":458,"bottom_right_y":417,"content":"Section
+        1.1: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":436,"bottom_right_x":458,"bottom_right_y":453,"content":"Section
+        1.2: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":473,"bottom_right_x":458,"bottom_right_y":489,"content":"Section
+        1.3: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":509,"bottom_right_x":458,"bottom_right_y":526,"content":"Section
+        1.4: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":545,"bottom_right_x":458,"bottom_right_y":562,"content":"Section
+        1.5: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":581,"bottom_right_x":458,"bottom_right_y":598,"content":"Section
+        1.6: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":617,"bottom_right_x":458,"bottom_right_y":634,"content":"Section
+        1.7: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":653,"bottom_right_x":458,"bottom_right_y":670,"content":"Section
+        1.8: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":971,"bottom_right_x":192,"bottom_right_y":988,"content":"Confidential
+        | Page 1 of 5","confidence_scores":null,"type":"footer"}]},{"index":1,"markdown":"Quarterly
+        Operations Report\n\n# Revenue Chart and Formula Review\n\n![img-0.jpeg](img-0.jpeg)\n\nQ1\n\n![img-1.jpeg](img-1.jpeg)\n\nQ2\n\n![img-2.jpeg](img-2.jpeg)\n\nQ3\n\n![img-3.jpeg](img-3.jpeg)\n\nQ4\n\n![img-4.jpeg](img-4.jpeg)\n\n![img-5.jpeg](img-5.jpeg)\n\nFormula:
+        gross margin = (revenue - cost) / revenue\n\n![img-6.jpeg](img-6.jpeg)\n\nSection
+        2.1: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.2: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.3: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.4: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.5: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.6: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.7: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 2 of 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+        Operations Report","confidence_scores":null,"type":"header"},{"top_left_x":55,"top_left_y":42,"bottom_right_x":412,"bottom_right_y":65,"content":"#
+        Revenue Chart and Formula Review","confidence_scores":null,"type":"title"},{"top_left_x":87,"top_left_y":141,"bottom_right_x":177,"bottom_right_y":236,"content":"![img-0.jpeg](img-0.jpeg)","confidence_scores":null,"type":"image","image_id":"img-0.jpeg"},{"top_left_x":113,"top_left_y":249,"bottom_right_x":131,"bottom_right_y":263,"content":"Q1","confidence_scores":null,"type":"caption"},{"top_left_x":216,"top_left_y":84,"bottom_right_x":306,"bottom_right_y":236,"content":"![img-1.jpeg](img-1.jpeg)","confidence_scores":null,"type":"image","image_id":"img-1.jpeg"},{"top_left_x":242,"top_left_y":249,"bottom_right_x":262,"bottom_right_y":263,"content":"Q2","confidence_scores":null,"type":"caption"},{"top_left_x":346,"top_left_y":116,"bottom_right_x":435,"bottom_right_y":236,"content":"![img-2.jpeg](img-2.jpeg)","confidence_scores":null,"type":"image","image_id":"img-2.jpeg"},{"top_left_x":372,"top_left_y":249,"bottom_right_x":391,"bottom_right_y":263,"content":"Q3","confidence_scores":null,"type":"caption"},{"top_left_x":476,"top_left_y":65,"bottom_right_x":564,"bottom_right_y":236,"content":"![img-3.jpeg](img-3.jpeg)","confidence_scores":null,"type":"image","image_id":"img-3.jpeg"},{"top_left_x":501,"top_left_y":249,"bottom_right_x":520,"bottom_right_y":263,"content":"Q4","confidence_scores":null,"type":"caption"},{"top_left_x":584,"top_left_y":84,"bottom_right_x":681,"bottom_right_y":177,"content":"![img-4.jpeg](img-4.jpeg)","confidence_scores":null,"type":"image","image_id":"img-4.jpeg"},{"top_left_x":584,"top_left_y":211,"bottom_right_x":681,"bottom_right_y":295,"content":"![img-5.jpeg](img-5.jpeg)","confidence_scores":null,"type":"image","image_id":"img-5.jpeg"},{"top_left_x":55,"top_left_y":300,"bottom_right_x":322,"bottom_right_y":316,"content":"Formula:
+        gross margin = (revenue - cost) / revenue","confidence_scores":null,"type":"text"},{"top_left_x":584,"top_left_y":315,"bottom_right_x":648,"bottom_right_y":379,"content":"![img-6.jpeg](img-6.jpeg)","confidence_scores":null,"type":"image","image_id":"img-6.jpeg"},{"top_left_x":54,"top_left_y":399,"bottom_right_x":456,"bottom_right_y":418,"content":"Section
+        2.1: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":54,"top_left_y":435,"bottom_right_x":455,"bottom_right_y":453,"content":"Section
+        2.2: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":54,"top_left_y":472,"bottom_right_x":455,"bottom_right_y":489,"content":"Section
+        2.3: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":54,"top_left_y":509,"bottom_right_x":455,"bottom_right_y":525,"content":"Section
+        2.4: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":54,"top_left_y":545,"bottom_right_x":455,"bottom_right_y":561,"content":"Section
+        2.5: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":54,"top_left_y":581,"bottom_right_x":455,"bottom_right_y":597,"content":"Section
+        2.6: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":54,"top_left_y":616,"bottom_right_x":455,"bottom_right_y":633,"content":"Section
+        2.7: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":54,"top_left_y":652,"bottom_right_x":455,"bottom_right_y":670,"content":"Section
+        2.8: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":972,"bottom_right_x":190,"bottom_right_y":988,"content":"Confidential
+        | Page 2 of 5","confidence_scores":null,"type":"footer"}]},{"index":2,"markdown":"Quarterly
+        Operations Report\n\n# Key Values, Link, Highlight, and Comment\n\nInvoice
+        Number: INV-2048\n\nPurchase Order: PO-4096\n\nhttps://example.com/invoices/INV-2048\n\nHighlighted
+        total requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\nRevised total: 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\n![img-7.jpeg](img-7.jpeg)\n\nConfidential
+        | Page 3 of 5","images":[{"id":"img-7.jpeg","top_left_x":138,"top_left_y":763,"bottom_right_x":331,"bottom_right_y":856,"image_base64":"data:image/jpeg;base64,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+        Operations Report","confidence_scores":null,"type":"header"},{"top_left_x":55,"top_left_y":41,"bottom_right_x":477,"bottom_right_y":67,"content":"#
+        Key Values, Link, Highlight, and Comment","confidence_scores":null,"type":"title"},{"top_left_x":55,"top_left_y":104,"bottom_right_x":244,"bottom_right_y":122,"content":"Invoice
+        Number: INV-2048","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":136,"bottom_right_x":241,"bottom_right_y":154,"content":"Purchase
+        Order: PO-4096","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":265,"bottom_right_x":330,"bottom_right_y":284,"content":"https://example.com/invoices/INV-2048","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":284,"bottom_right_x":287,"bottom_right_y":304,"content":"Highlighted
+        total requiring review","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":322,"bottom_right_x":491,"bottom_right_y":342,"content":"Reviewer
+        comment: verify the highlighted total before approval","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":368,"bottom_right_x":206,"bottom_right_y":387,"content":"Revised
+        total: 245.00","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":400,"bottom_right_x":458,"bottom_right_y":417,"content":"Section
+        3.1: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"list"},{"top_left_x":55,"top_left_y":435,"bottom_right_x":458,"bottom_right_y":453,"content":"Section
+        3.2: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"list"},{"top_left_x":55,"top_left_y":472,"bottom_right_x":458,"bottom_right_y":489,"content":"Section
+        3.3: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"list"},{"top_left_x":55,"top_left_y":508,"bottom_right_x":458,"bottom_right_y":525,"content":"Section
+        3.4: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"list"},{"top_left_x":55,"top_left_y":544,"bottom_right_x":458,"bottom_right_y":561,"content":"Section
+        3.5: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"list"},{"top_left_x":55,"top_left_y":580,"bottom_right_x":458,"bottom_right_y":597,"content":"Section
+        3.6: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"list"},{"top_left_x":55,"top_left_y":616,"bottom_right_x":458,"bottom_right_y":634,"content":"Section
+        3.7: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"list"},{"top_left_x":55,"top_left_y":652,"bottom_right_x":458,"bottom_right_y":670,"content":"Section
+        3.8: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"list"},{"top_left_x":138,"top_left_y":763,"bottom_right_x":331,"bottom_right_y":856,"content":"![img-7.jpeg](img-7.jpeg)","confidence_scores":null,"type":"image","image_id":"img-7.jpeg"},{"top_left_x":55,"top_left_y":971,"bottom_right_x":192,"bottom_right_y":988,"content":"Confidential
+        | Page 3 of 5","confidence_scores":null,"type":"footer"}]},{"index":3,"markdown":"Quarterly
+        Operations Report\n\n# Approval Signature and Watermark\n\nApproved by: Jordan
+        Lee\n\nSignature\n\nSection 4.1: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.2: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.3: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.4: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.5: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.6: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.7: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 4.8: Invoice totals, regional revenue, and reconciliation
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+        Operations Report\n\n# Appendix with Section Boundaries\n\n## 1. Scope\n\n##
+        2. Findings\n\n## 3. Recommendations\n\nSection 5.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 5.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nConfidential | Page 5 of 5","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[{"top_left_x":55,"top_left_y":14,"bottom_right_x":241,"bottom_right_y":33,"content":"Quarterly
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 3.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 3.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 3.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
21 0 obj
<<
/Length 1494
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Approval Signature and Watermark) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 4 of 5) Tj T* ET
q
.827451 .827451 .827451 rg
BT /F2 54 Tf 64.8 TL ET
.906308 .422618 -0.422618 .906308 110 390 cm
BT 1 0 0 1 0 0 Tm (DRAFT) Tj T* ET
Q
0 0 0 rg
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 635 Tm (Approved by: Jordan Lee) Tj T* ET
n 45 610 m 310 610 l S
n 55 595 m 75 625 112 602 155 600 c S
BT 1 0 0 1 45 580 Tm (Signature) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 4.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 4.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 4.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 4.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 4.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 4.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 4.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 4.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
22 0 obj
<<
/Length 1327
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Appendix with Section Boundaries) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 5 of 5) Tj T* ET
BT /F2 14 Tf 16.8 TL ET
BT 1 0 0 1 45 700 Tm (1. Scope) Tj T* ET
BT 1 0 0 1 45 650 Tm (2. Findings) Tj T* ET
BT 1 0 0 1 45 600 Tm (3. Recommendations) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 5.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 5.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 5.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 5.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 5.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 5.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 5.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 5.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
xref
0 23
0000000000 65535 f 
0000000061 00000 n 
0000000102 00000 n 
0000000209 00000 n 
0000000321 00000 n 
0000000516 00000 n 
0000006322 00000 n 
0000012824 00000 n 
0000014142 00000 n 
0000014496 00000 n 
0000014664 00000 n 
0000014850 00000 n 
0000015028 00000 n 
0000015256 00000 n 
0000015452 00000 n 
0000015648 00000 n 
0000015718 00000 n 
0000016128 00000 n 
0000016215 00000 n 
0000018552 00000 n 
0000020327 00000 n 
0000022845 00000 n 
0000024391 00000 n 
trailer
<<
/ID 
[<cb011a3ef088e46b638e8b45c01a470f><cb011a3ef088e46b638e8b45c01a470f>]
% ReportLab generated PDF document -- digest (opensource)

/Info 16 0 R
/Root 15 0 R
/Size 23
>>
startxref
25770
%%EOF

+        type: document_url
+      include_image_base64: true
+      model: mistral/mistral-ocr-latest
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/f37663aa896b47fd7f1cb110afbcac4bd247cacb972739abb5a2d30c629e5b91.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/f37663aa896b47fd7f1cb110afbcac4bd247cacb972739abb5a2d30c629e5b91.yaml
new file mode 100644
index 00000000000..e7f3d33588b
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/mistral-ocr/f37663aa896b47fd7f1cb110afbcac4bd247cacb972739abb5a2d30c629e5b91.yaml
@@ -0,0 +1,95 @@
+interactions:
+- request:
+    body: '{"model":"mistral-ocr-latest","document":{"type":"document_url","document_url":"data:application/pdf;base64,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+      - application/json
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+      string: '{"pages":[{"index":0,"markdown":"Quarterly Operations Report\n\n##
+        Invoice Summary and Line Items\n\n|  Item | Quantity | Amount  |\n| --- |
+        --- | --- |\n|  Document analysis | 2 | 120.00  |\n|  Document verification
+        | 1 | 80.00  |\n\n|  Item continued | Quantity | Amount  |\n| --- | --- |
+        --- |\n|  Fixture validation | 3 | 45.00  |\n|  Provider review | 1 | 25.00  |\n\nSection
+        1.1: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.2: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.3: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.4: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.5: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.6: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.7: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 1 of 5","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":93,"height":1023,"width":791},"confidence_scores":null,"blocks":[{"top_left_x":55,"top_left_y":14,"bottom_right_x":241,"bottom_right_y":33,"content":"Quarterly
+        Operations Report","confidence_scores":null,"type":"header"},{"top_left_x":55,"top_left_y":42,"bottom_right_x":383,"bottom_right_y":67,"content":"##
+        Invoice Summary and Line Items","confidence_scores":null,"type":"title"},{"top_left_x":55,"top_left_y":78,"bottom_right_x":728,"bottom_right_y":216,"content":"|  Item
+        | Quantity | Amount  |\n| --- | --- | --- |\n|  Document analysis | 2 | 120.00  |\n|  Document
+        verification | 1 | 80.00  |","confidence_scores":null,"type":"table","table_id":null},{"top_left_x":55,"top_left_y":246,"bottom_right_x":728,"bottom_right_y":384,"content":"|  Item
+        continued | Quantity | Amount  |\n| --- | --- | --- |\n|  Fixture validation
+        | 3 | 45.00  |\n|  Provider review | 1 | 25.00  |","confidence_scores":null,"type":"table","table_id":null},{"top_left_x":55,"top_left_y":400,"bottom_right_x":458,"bottom_right_y":417,"content":"Section
+        1.1: Invoice totals, regional revenue, and reconciliation notes.","confidence_scores":null,"type":"text"},{"top_left_x":55,"top_left_y":436,"bottom_right_x":458,"bottom_right_y":453,"content":"Section
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 3.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 3.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 3.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
21 0 obj
<<
/Length 1494
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Approval Signature and Watermark) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 4 of 5) Tj T* ET
q
.827451 .827451 .827451 rg
BT /F2 54 Tf 64.8 TL ET
.906308 .422618 -0.422618 .906308 110 390 cm
BT 1 0 0 1 0 0 Tm (DRAFT) Tj T* ET
Q
0 0 0 rg
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 635 Tm (Approved by: Jordan Lee) Tj T* ET
n 45 610 m 310 610 l S
n 55 595 m 75 625 112 602 155 600 c S
BT 1 0 0 1 45 580 Tm (Signature) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 4.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 4.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 4.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 4.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 4.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 4.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 4.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 4.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
22 0 obj
<<
/Length 1327
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Appendix with Section Boundaries) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 5 of 5) Tj T* ET
BT /F2 14 Tf 16.8 TL ET
BT 1 0 0 1 45 700 Tm (1. Scope) Tj T* ET
BT 1 0 0 1 45 650 Tm (2. Findings) Tj T* ET
BT 1 0 0 1 45 600 Tm (3. Recommendations) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 5.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 5.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 5.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 5.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 5.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 5.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 5.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 5.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
xref
0 23
0000000000 65535 f 
0000000061 00000 n 
0000000102 00000 n 
0000000209 00000 n 
0000000321 00000 n 
0000000516 00000 n 
0000006322 00000 n 
0000012824 00000 n 
0000014142 00000 n 
0000014496 00000 n 
0000014664 00000 n 
0000014850 00000 n 
0000015028 00000 n 
0000015256 00000 n 
0000015452 00000 n 
0000015648 00000 n 
0000015718 00000 n 
0000016128 00000 n 
0000016215 00000 n 
0000018552 00000 n 
0000020327 00000 n 
0000022845 00000 n 
0000024391 00000 n 
trailer
<<
/ID 
[<cb011a3ef088e46b638e8b45c01a470f><cb011a3ef088e46b638e8b45c01a470f>]
% ReportLab generated PDF document -- digest (opensource)

/Info 16 0 R
/Root 15 0 R
/Size 23
>>
startxref
25770
%%EOF

+        type: document_url
+      model: mistral/mistral-ocr-latest
+      pages:
+      - 0
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-legacy/09cc2f0155ffdc3d25abff96797030105ad107ae3400532b20ad70ebbd021954.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-legacy/09cc2f0155ffdc3d25abff96797030105ad107ae3400532b20ad70ebbd021954.yaml
new file mode 100644
index 00000000000..36cb1ff8ce1
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-legacy/09cc2f0155ffdc3d25abff96797030105ad107ae3400532b20ad70ebbd021954.yaml
@@ -0,0 +1,70 @@
+interactions:
+- request:
+    body: "--3d54cb2e388c04dbfc172c1497aaa396\r\nContent-Disposition: form-data; name=\"file\";
+      filename=\"document\"\r\nContent-Type: application/pdf\r\n\r\n%PDF-1.4\n1 0
+      obj\n<< /Type /Catalog /Pages 2 0 R >>\nendobj\n2 0 obj\n<< /Type /Pages /Kids
+      [3 0 R] /Count 1 >>\nendobj\n3 0 obj\n<< /Type /Page /Parent 2 0 R /Resources
+      4 0 R /MediaBox [0 0 612 792] /Contents 5 0 R >>\nendobj\n4 0 obj\n<< /Font
+      << /F1 << /Type /Font /Subtype /Type1 /BaseFont /Helvetica >> >> >>\nendobj\n5
+      0 obj\n<< /Length 44 >>\nstream\nBT\n/F1 12 Tf\n100 700 Td\n(Test PDF File)
+      Tj\nET\nendstream\nendobj\nxref\n0 6\n0000000000 65535 f \n0000000009 00000
+      n \n0000000058 00000 n \n0000000115 00000 n \n0000000214 00000 n \n0000000293
+      00000 n \ntrailer\n<< /Size 6 /Root 1 0 R >>\nstartxref\n385\n%%EOF\n\r\n--3d54cb2e388c04dbfc172c1497aaa396--\r\n"
+    headers:
+      Accept:
+      - '*/*'
+      Content-Type:
+      - multipart/form-data; boundary=3d54cb2e388c04dbfc172c1497aaa396
+      User-Agent:
+      - litellm/1.101.0
+    method: POST
+    uri: http://parity-provider.invalid/upload
+  response:
+    body:
+      string: '{"file_id":"reducto://45d3cbbc-4d77-4967-8941-935b0c4a0493.pdf","presigned_url":null}'
+    headers:
+      Content-Type:
+      - application/json
+      Date:
+      - Tue, 01 Sep 2026 19:54:58 GMT
+    status:
+      code: 200
+      message: ''
+- request:
+    body: '{"document_url":"reducto://45d3cbbc-4d77-4967-8941-935b0c4a0493.pdf"}'
+    headers:
+      Accept:
+      - '*/*'
+      Content-Type:
+      - application/json
+      User-Agent:
+      - litellm/1.101.0
+    method: POST
+    uri: http://parity-provider.invalid/parse
+  response:
+    body:
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diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-legacy/0e14b53ca259f07071261b145cd8d84294b6b3cf503512c016560eafe231cb4e.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-legacy/0e14b53ca259f07071261b145cd8d84294b6b3cf503512c016560eafe231cb4e.yaml
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+        regional revenue, and reconciliation notes.\n\nSection 1.3: Invoice totals,
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+        1.5: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.672797891497612},"extra":null},{"type":"Text","bbox":{"left":0.0727124183006536,"top":0.5713383838383839,"width":0.5016339869281046,"height":0.011363636363636364,"page":1,"original_page":1},"content":"Section
+        1.6: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6809763252735138},"extra":null},{"type":"Text","bbox":{"left":0.0727124183006536,"top":0.6073232323232324,"width":0.5024509803921569,"height":0.011363636363636364,"page":1,"original_page":1},"content":"Section
+        1.7: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6803615659475326},"extra":null},{"type":"Text","bbox":{"left":0.0727124183006536,"top":0.6426767676767676,"width":0.5016339869281046,"height":0.010732323232323232,"page":1,"original_page":1},"content":"Section
+        1.8: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6838025510311126},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9532828282828283,"width":0.1642156862745098,"height":0.010732323232323232,"page":1,"original_page":1},"content":"Confidential
+        | Page 1 of 5","image_url":null,"chart_data":null,"confidence":"low","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7858205258846284},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.017676767676767676,"width":0.22712418300653595,"height":0.012626262626262626,"page":2,"original_page":2},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9090005308389664},"extra":null}]},{"content":"#
+        Revenue Chart and Formula Review\n\nQ1 Q2 Q3 60 Q4\n\n\n\n\n\nFormula: gross
+        margin = (revenue - cost) / revenue\n\n\n\nSection 2.1: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.2: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.3: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.4: Invoice totals, regional revenue, and reconciliation
+        notes. Section 2.5: Invoice totals, regional revenue, and reconciliation notes.
+        Section 2.6: Invoice totals, regional revenue, and reconciliation notes. Section
+        2.7: Invoice totals, regional revenue, and reconciliation notes. Section 2.8:
+        Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 2 of 5\n\nQuarterly Operations Report\n\n# Key Values, Link, Highlight,
+        and Comment\n\nInvoice Number: INV-2048\n\nPurchase Order: PO-4096\n\n## https://example.com/invoices/INV-2048\nHighlighted
+        total requiring review\n\nReviewer comment: verify the highlighted total before
+        approval","embed":"# Revenue Chart and Formula Review\n\nQ1 Q2 Q3 60 Q4\n\n\n\n\n\nFormula:
+        gross margin = (revenue - cost) / revenue\n\n\n\nSection 2.1: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.2: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.3: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.4: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.5: Invoice totals, regional revenue, and reconciliation
+        notes. Section 2.6: Invoice totals, regional revenue, and reconciliation notes.
+        Section 2.7: Invoice totals, regional revenue, and reconciliation notes. Section
+        2.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 2 of 5\n\nQuarterly Operations Report\n\n# Key Values, Link, Highlight,
+        and Comment\n\nInvoice Number: INV-2048\n\nPurchase Order: PO-4096\n\n## https://example.com/invoices/INV-2048\nHighlighted
+        total requiring review\n\nReviewer comment: verify the highlighted total before
+        approval","enriched":null,"enrichment_success":false,"blocks":[{"type":"Title","bbox":{"left":0.07434640522875817,"top":0.04419191919191919,"width":0.4444444444444444,"height":0.015782828282828284,"page":2,"original_page":2},"content":"Revenue
+        Chart and Formula Review","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.861013650894165},"extra":null},{"type":"Figure","bbox":{"left":0.10457516339869281,"top":0.07386363636363637,"width":0.6070261437908496,"height":0.1849747474747475,"page":2,"original_page":2},"content":"Q1
+        Q2 Q3 60 Q4","image_url":null,"chart_data":null,"confidence":"low","granular_confidence":{"extract_confidence":null,"parse_confidence":0.4104905590415001},"extra":null},{"type":"Figure","bbox":{"left":0.741607666015625,"top":0.0819091796875,"width":0.11834716796875,"height":0.092529296875,"page":2,"original_page":2},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.303449621796608},"extra":null},{"type":"Figure","bbox":{"left":0.741546630859375,"top":0.20660400390625,"width":0.11749267578125,"height":0.0811767578125,"page":2,"original_page":2},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.28771371841430665},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.29734848484848486,"width":0.33169934640522875,"height":0.010732323232323232,"page":2,"original_page":2},"content":"Formula:
+        gross margin = (revenue - cost) / revenue","image_url":null,"chart_data":null,"confidence":"low","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8196270018815994},"extra":null},{"type":"Figure","bbox":{"left":0.7423095703125,"top":0.309906005859375,"width":0.076904296875,"height":0.06085205078125,"page":2,"original_page":2},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.3421227872371674},"extra":null},{"type":"Text","bbox":{"left":0.0727124183006536,"top":0.3952020202020202,"width":0.5024509803921569,"height":0.2582070707070707,"page":2,"original_page":2},"content":"Section
+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
+        notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6270521610975266},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9532828282828283,"width":0.1650326797385621,"height":0.010732323232323232,"page":2,"original_page":2},"content":"Confidential
+        | Page 2 of 5","image_url":null,"chart_data":null,"confidence":"low","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7925299763679505},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.017676767676767676,"width":0.22712418300653595,"height":0.012626262626262626,"page":3,"original_page":3},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.805020660161972},"extra":null},{"type":"Title","bbox":{"left":0.07352941176470588,"top":0.04292929292929293,"width":0.5245098039215687,"height":0.022095959595959596,"page":3,"original_page":3},"content":"Key
+        Values, Link, Highlight, and Comment","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8986493557691574},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.10542929292929293,"width":0.23039215686274508,"height":0.011363636363636364,"page":3,"original_page":3},"content":"Invoice
+        Number: INV-2048","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.739451989531517},"extra":null},{"type":"Text","bbox":{"left":0.07434640522875817,"top":0.1369949494949495,"width":0.22630718954248366,"height":0.010732323232323232,"page":3,"original_page":3},"content":"Purchase
+        Order: PO-4096","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.741858696937561},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.26073232323232326,"width":0.3382352941176471,"height":0.03535353535353535,"page":3,"original_page":3},"content":"https://example.com/invoices/INV-2048\nHighlighted
+        total requiring review","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6238544598221779},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.3194444444444444,"width":0.5424836601307189,"height":0.01452020202020202,"page":3,"original_page":3},"content":"Reviewer
+        comment: verify the highlighted total before approval","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6398871809244155},"extra":null},{"type":"Figure","bbox":{"left":0.848846435546875,"top":0.3119659423828125,"width":0.03472900390625,"height":0.025482177734375,"page":3,"original_page":3},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.35475045442581177},"extra":null}]},{"content":"#
+        Key Values, Link, Highlight, and Comment (cont.)\n\n## Revised total. 245.00\n\nSection
+        3.1: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.2: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.3: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.4: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.5: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.6: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.7: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.8: Invoice totals, regional revenue, and reconciliation notes.\n\n\n\nConfidential
+        | Page 3 of 5\n\nQuarterly Operations Report","embed":"# Key Values, Link,
+        Highlight, and Comment (cont.)\n\n## Revised total. 245.00\n\nSection 3.1:
+        Invoice totals, regional revenue, and reconciliation notes.\n\nSection 3.2:
+        Invoice totals, regional revenue, and reconciliation notes.\n\nSection 3.3:
+        Invoice totals, regional revenue, and reconciliation notes.\n\nSection 3.4:
+        Invoice totals, regional revenue, and reconciliation notes.\n\nSection 3.5:
+        Invoice totals, regional revenue, and reconciliation notes.\n\nSection 3.6:
+        Invoice totals, regional revenue, and reconciliation notes.\n\nSection 3.7:
+        Invoice totals, regional revenue, and reconciliation notes.\n\nSection 3.8:
+        Invoice totals, regional revenue, and reconciliation notes.\n\n\n\nConfidential
+        | Page 3 of 5\n\nQuarterly Operations Report","enriched":null,"enrichment_success":false,"blocks":[{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.36426767676767674,"width":0.1830065359477124,"height":0.010732323232323232,"page":3,"original_page":3},"content":"Revised
+        total. 245.00","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7559733480215072},"extra":null},{"type":"Text","bbox":{"left":0.0727124183006536,"top":0.3952020202020202,"width":0.5024509803921569,"height":0.010732323232323232,"page":3,"original_page":3},"content":"Section
+        3.1: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7034008383750916},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.42992424242424243,"width":0.5008169934640523,"height":0.011363636363636364,"page":3,"original_page":3},"content":"Section
+        3.2: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7084807366132737},"extra":null},{"type":"Text","bbox":{"left":0.0727124183006536,"top":0.4659090909090909,"width":0.5024509803921569,"height":0.011363636363636364,"page":3,"original_page":3},"content":"Section
+        3.3: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.729765886068344},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5006313131313131,"width":0.5008169934640523,"height":0.011363636363636364,"page":3,"original_page":3},"content":"Section
+        3.4: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7124977856874466},"extra":null},{"type":"Text","bbox":{"left":0.0727124183006536,"top":0.5366161616161617,"width":0.5024509803921569,"height":0.011363636363636364,"page":3,"original_page":3},"content":"Section
+        3.5: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7059262692928314},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5713383838383839,"width":0.5008169934640523,"height":0.011363636363636364,"page":3,"original_page":3},"content":"Section
+        3.6: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7190613269805908},"extra":null},{"type":"Text","bbox":{"left":0.0727124183006536,"top":0.6073232323232324,"width":0.5024509803921569,"height":0.011363636363636364,"page":3,"original_page":3},"content":"Section
+        3.7: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7045427054166793},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6420454545454546,"width":0.5024509803921569,"height":0.011363636363636364,"page":3,"original_page":3},"content":"Section
+        3.8: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7063517481088638},"extra":null},{"type":"Figure","bbox":{"left":0.1739501953125,"top":0.74609375,"width":0.244873046875,"height":0.091796875,"page":3,"original_page":3},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6302859634160995},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9532828282828283,"width":0.1642156862745098,"height":0.010732323232323232,"page":3,"original_page":3},"content":"Confidential
+        | Page 3 of 5","image_url":null,"chart_data":null,"confidence":"low","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7724602609872818},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.018308080808080808,"width":0.22712418300653595,"height":0.011994949494949494,"page":4,"original_page":4},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8802960753440857},"extra":null}]},{"content":"#
+        Approval Signature and Watermark\n\nApproved by: Jordan Lee\nSignature: <signature>\n\nSection
+        4.1: Invoice totals, regional revenue, and reconciliation notes. Section 4.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 4.3: Invoi
+        totals, regional revenue, and reconciliation notes. Section 4.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 4.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 4.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 4.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 4 of 5\n\nQuarterly Operations Report\n\n# Appendix
+        with Section Boundaries\n\n## 1. Scope\n\n## 2. Findings","embed":"# Approval
+        Signature and Watermark\n\nApproved by: Jordan Lee\nSignature: <signature>\n\nSection
+        4.1: Invoice totals, regional revenue, and reconciliation notes. Section 4.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 4.3: Invoi
+        totals, regional revenue, and reconciliation notes. Section 4.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 4.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 4.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 4.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 4 of 5\n\nQuarterly Operations Report\n\n# Appendix
+        with Section Boundaries\n\n## 1. Scope\n\n## 2. Findings","enriched":null,"enrichment_success":false,"blocks":[{"type":"Title","bbox":{"left":0.0718954248366013,"top":0.0422979797979798,"width":0.4387254901960784,"height":0.020833333333333332,"page":4,"original_page":4},"content":"Approval
+        Signature and Watermark","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9190816521644593},"extra":null},{"type":"Key
+        Value","bbox":{"left":0.07026143790849673,"top":0.18434343434343434,"width":0.43790849673202614,"height":0.08838383838383838,"page":4,"original_page":4},"content":"Approved
+        by: Jordan Lee\nSignature: <signature>","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8993409156799317},"extra":null},{"type":"Text","bbox":{"left":0.0727124183006536,"top":0.39457070707070707,"width":0.5032679738562091,"height":0.2588383838383838,"page":4,"original_page":4},"content":"Section
+        4.1: Invoice totals, regional revenue, and reconciliation notes. Section 4.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 4.3: Invoi
+        totals, regional revenue, and reconciliation notes. Section 4.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 4.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 4.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 4.8: Invoice totals, regional revenue, and reconciliation
+        notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7069442301988602},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9532828282828283,"width":0.1642156862745098,"height":0.010732323232323232,"page":4,"original_page":4},"content":"Confidential
+        | Page 4 of 5","image_url":null,"chart_data":null,"confidence":"low","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7863447219133377},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.018308080808080808,"width":0.22712418300653595,"height":0.011994949494949494,"page":5,"original_page":5},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9078197360038758},"extra":null},{"type":"Title","bbox":{"left":0.0727124183006536,"top":0.0422979797979798,"width":0.4305555555555556,"height":0.019570707070707072,"page":5,"original_page":5},"content":"Appendix
+        with Section Boundaries","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9206764549016953},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07434640522875817,"top":0.10416666666666667,"width":0.09313725490196079,"height":0.01452020202020202,"page":5,"original_page":5},"content":"1.
+        Scope","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8790526151657105},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.0718954248366013,"top":0.16666666666666666,"width":0.12091503267973856,"height":0.015151515151515152,"page":5,"original_page":5},"content":"2.
+        Findings","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9091683983802795},"extra":null}]},{"content":"#
+        Appendix with Section Boundaries (cont.)\n\n## 3. Recommendations\n\nSection
+        5.1: Invoice totals, regional revenue, and reconciliation notes. Section 5.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 5.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 5 of 5","embed":"# Appendix with Section Boundaries
+        (cont.)\n\n## 3. Recommendations\n\nSection 5.1: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.2: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.3: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.4: Invoice totals, regional revenue, and reconciliation
+        notes. Section 5.5: Invoice totals, regional revenue, and reconciliation notes.
+        Section 5.6: Invoice totals, regional revenue, and reconciliation notes. Section
+        5.7: Invoice totals, regional revenue, and reconciliation notes. Section 5.8:
+        Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 5 of 5","enriched":null,"enrichment_success":false,"blocks":[{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.2297979797979798,"width":0.22875816993464052,"height":0.012626262626262626,"page":5,"original_page":5},"content":"3.
+        Recommendations","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9221650391817092},"extra":null},{"type":"Text","bbox":{"left":0.0727124183006536,"top":0.3952020202020202,"width":0.5024509803921569,"height":0.2582070707070707,"page":5,"original_page":5},"content":"Section
+        5.1: Invoice totals, regional revenue, and reconciliation notes. Section 5.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 5.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.8: Invoice totals, regional revenue, and reconciliation
+        notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7028804212808608},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9532828282828283,"width":0.1650326797385621,"height":0.010732323232323232,"page":5,"original_page":5},"content":"Confidential
+        | Page 5 of 5","image_url":null,"chart_data":null,"confidence":"low","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7929113447666168},"extra":null}]}],"ocr":null,"custom":null},"parse_mode":null,"document_properties":null}'
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+      - Wed, 02 Sep 2026 22:37:18 GMT
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 3.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 3.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 3.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
21 0 obj
<<
/Length 1494
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Approval Signature and Watermark) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 4 of 5) Tj T* ET
q
.827451 .827451 .827451 rg
BT /F2 54 Tf 64.8 TL ET
.906308 .422618 -0.422618 .906308 110 390 cm
BT 1 0 0 1 0 0 Tm (DRAFT) Tj T* ET
Q
0 0 0 rg
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 635 Tm (Approved by: Jordan Lee) Tj T* ET
n 45 610 m 310 610 l S
n 55 595 m 75 625 112 602 155 600 c S
BT 1 0 0 1 45 580 Tm (Signature) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 4.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 4.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 4.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 4.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 4.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 4.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 4.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 4.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
22 0 obj
<<
/Length 1327
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Appendix with Section Boundaries) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 5 of 5) Tj T* ET
BT /F2 14 Tf 16.8 TL ET
BT 1 0 0 1 45 700 Tm (1. Scope) Tj T* ET
BT 1 0 0 1 45 650 Tm (2. Findings) Tj T* ET
BT 1 0 0 1 45 600 Tm (3. Recommendations) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 5.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 5.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 5.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 5.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 5.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 5.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 5.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 5.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
xref
0 23
0000000000 65535 f 
0000000061 00000 n 
0000000102 00000 n 
0000000209 00000 n 
0000000321 00000 n 
0000000516 00000 n 
0000006322 00000 n 
0000012824 00000 n 
0000014142 00000 n 
0000014496 00000 n 
0000014664 00000 n 
0000014850 00000 n 
0000015028 00000 n 
0000015256 00000 n 
0000015452 00000 n 
0000015648 00000 n 
0000015718 00000 n 
0000016128 00000 n 
0000016215 00000 n 
0000018552 00000 n 
0000020327 00000 n 
0000022845 00000 n 
0000024391 00000 n 
trailer
<<
/ID 
[<cb011a3ef088e46b638e8b45c01a470f><cb011a3ef088e46b638e8b45c01a470f>]
% ReportLab generated PDF document -- digest (opensource)

/Info 16 0 R
/Root 15 0 R
/Size 23
>>
startxref
25770
%%EOF

+        type: document_url
+      model: reducto/parse-legacy
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-legacy/7c4bbc65dfbc17bac7f0d179c5d7e201dfb9ac31de66094734ef38c288293625.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-legacy/7c4bbc65dfbc17bac7f0d179c5d7e201dfb9ac31de66094734ef38c288293625.yaml
new file mode 100644
index 00000000000..deb47484ec8
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-legacy/7c4bbc65dfbc17bac7f0d179c5d7e201dfb9ac31de66094734ef38c288293625.yaml
@@ -0,0 +1,39 @@
+interactions:
+- request:
+    body: '{"document_url":"reducto://invalid-document-for-parity"}'
+    headers:
+      Accept:
+      - '*/*'
+      Content-Type:
+      - application/json
+      User-Agent:
+      - litellm/1.101.0
+    method: POST
+    uri: http://parity-provider.invalid/parse
+  response:
+    body:
+      string: '{"error":{"code":404,"name":"NOT_FOUND","message":"Document ''The file
+        may have expired or been deleted. Please re-upload and try again.'' not found"},"detail":"Document
+        ''The file may have expired or been deleted. Please re-upload and try again.''
+        not found"}'
+    headers:
+      Content-Type:
+      - application/json
+      Date:
+      - Wed, 02 Sep 2026 01:14:06 GMT
+    status:
+      code: 404
+      message: ''
+recorded_at: '2026-09-02T01:14:06.814847+00:00'
+ttl_seconds: 0
+version: 1
+x-litellm:
+  case:
+    litellm_input:
+      contract: reducto_legacy
+      document:
+        document_url: reducto://invalid-document-for-parity
+        type: document_url
+      model: reducto/parse-legacy
+  request_source: python_replay
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-legacy/866ad8bee095b8afd336b7bd293d1968fa5eae28b3a2340be224f30158999871.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-legacy/866ad8bee095b8afd336b7bd293d1968fa5eae28b3a2340be224f30158999871.yaml
new file mode 100644
index 00000000000..ee1e6891ba8
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-legacy/866ad8bee095b8afd336b7bd293d1968fa5eae28b3a2340be224f30158999871.yaml
@@ -0,0 +1,710 @@
+interactions:
+- request:
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+        Operations Report\n\n# Invoice Summary and Line Items\n\n<table><tr><th>Item</th><th>Quantity</th><th>Amount</th></tr><tr><td>Document
+        analysis</td><td>2</td><td>120.00</td></tr><tr><td>Document verification</td><td>1</td><td>80.00</td></tr></table>\n\n<table><tr><th>Item
+        continued</th><th>Quantity</th><th>Amount</th></tr><tr><td>Fixture validation</td><td>3</td><td>45.00</td></tr><tr><td>Provider
+        review</td><td>1</td><td>25.00</td></tr></table>\n\nSection 1.1: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.2: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.3: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.4: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.5: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.6: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.7: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.8: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nConfidential | Page 1 of 5\n\nQuarterly
+        Operations Report","embed":"Quarterly Operations Report\n\n# Invoice Summary
+        and Line Items\n\n<table><tr><th>Item</th><th>Quantity</th><th>Amount</th></tr><tr><td>Document
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+        continued</th><th>Quantity</th><th>Amount</th></tr><tr><td>Fixture validation</td><td>3</td><td>45.00</td></tr><tr><td>Provider
+        review</td><td>1</td><td>25.00</td></tr></table>\n\nSection 1.1: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.2: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.3: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.4: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.5: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.6: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.7: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.8: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nConfidential | Page 1 of 5\n\nQuarterly
+        Operations Report","enriched":null,"enrichment_success":false,"blocks":[{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.018308080808080808,"width":0.22712418300653595,"height":0.011994949494949494,"page":1,"original_page":1},"content":"Quarterly
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+        1.4: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6530862480401993},"extra":null},{"type":"Text","bbox":{"left":0.0727124183006536,"top":0.5366161616161617,"width":0.5024509803921569,"height":0.011363636363636364,"page":1,"original_page":1},"content":"Section
+        1.5: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.672797891497612},"extra":null},{"type":"Text","bbox":{"left":0.0727124183006536,"top":0.5713383838383839,"width":0.5016339869281046,"height":0.011363636363636364,"page":1,"original_page":1},"content":"Section
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+        1.7: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6803615659475326},"extra":null},{"type":"Text","bbox":{"left":0.0727124183006536,"top":0.6426767676767676,"width":0.5016339869281046,"height":0.010732323232323232,"page":1,"original_page":1},"content":"Section
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+        | Page 1 of 5","image_url":null,"chart_data":null,"confidence":"low","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7858205258846284},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.017676767676767676,"width":0.22712418300653595,"height":0.012626262626262626,"page":2,"original_page":2},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9090005308389664},"extra":null}]},{"content":"#
+        Revenue Chart and Formula Review\n\nQ1 Q2 Q3 60 Q4\n\n\n\n\n\nFormula: gross
+        margin = (revenue - cost) / revenue\n\n\n\nSection 2.1: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.2: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.3: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.4: Invoice totals, regional revenue, and reconciliation
+        notes. Section 2.5: Invoice totals, regional revenue, and reconciliation notes.
+        Section 2.6: Invoice totals, regional revenue, and reconciliation notes. Section
+        2.7: Invoice totals, regional revenue, and reconciliation notes. Section 2.8:
+        Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 2 of 5\n\nQuarterly Operations Report\n\n# Key Values, Link, Highlight,
+        and Comment\n\nInvoice Number: INV-2048\n\nPurchase Order: PO-4096\n\n## https://example.com/invoices/INV-2048\nHighlighted
+        total requiring review\n\nReviewer comment: verify the highlighted total before
+        approval","embed":"# Revenue Chart and Formula Review\n\nQ1 Q2 Q3 60 Q4\n\n\n\n\n\nFormula:
+        gross margin = (revenue - cost) / revenue\n\n\n\nSection 2.1: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.2: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.3: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.4: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.5: Invoice totals, regional revenue, and reconciliation
+        notes. Section 2.6: Invoice totals, regional revenue, and reconciliation notes.
+        Section 2.7: Invoice totals, regional revenue, and reconciliation notes. Section
+        2.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 2 of 5\n\nQuarterly Operations Report\n\n# Key Values, Link, Highlight,
+        and Comment\n\nInvoice Number: INV-2048\n\nPurchase Order: PO-4096\n\n## https://example.com/invoices/INV-2048\nHighlighted
+        total requiring review\n\nReviewer comment: verify the highlighted total before
+        approval","enriched":null,"enrichment_success":false,"blocks":[{"type":"Title","bbox":{"left":0.07434640522875817,"top":0.04419191919191919,"width":0.4444444444444444,"height":0.015782828282828284,"page":2,"original_page":2},"content":"Revenue
+        Chart and Formula Review","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.861013650894165},"extra":null},{"type":"Figure","bbox":{"left":0.10457516339869281,"top":0.07386363636363637,"width":0.6070261437908496,"height":0.1849747474747475,"page":2,"original_page":2},"content":"Q1
+        Q2 Q3 60 Q4","image_url":null,"chart_data":null,"confidence":"low","granular_confidence":{"extract_confidence":null,"parse_confidence":0.4104905590415001},"extra":null},{"type":"Figure","bbox":{"left":0.741607666015625,"top":0.0819091796875,"width":0.11834716796875,"height":0.092529296875,"page":2,"original_page":2},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.303449621796608},"extra":null},{"type":"Figure","bbox":{"left":0.741546630859375,"top":0.20660400390625,"width":0.11749267578125,"height":0.0811767578125,"page":2,"original_page":2},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.28771371841430665},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.29734848484848486,"width":0.33169934640522875,"height":0.010732323232323232,"page":2,"original_page":2},"content":"Formula:
+        gross margin = (revenue - cost) / revenue","image_url":null,"chart_data":null,"confidence":"low","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8196270018815994},"extra":null},{"type":"Figure","bbox":{"left":0.7423095703125,"top":0.309906005859375,"width":0.076904296875,"height":0.06085205078125,"page":2,"original_page":2},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.3421227872371674},"extra":null},{"type":"Text","bbox":{"left":0.0727124183006536,"top":0.3952020202020202,"width":0.5024509803921569,"height":0.2582070707070707,"page":2,"original_page":2},"content":"Section
+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
+        notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6270521610975266},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9532828282828283,"width":0.1650326797385621,"height":0.010732323232323232,"page":2,"original_page":2},"content":"Confidential
+        | Page 2 of 5","image_url":null,"chart_data":null,"confidence":"low","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7925299763679505},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.017676767676767676,"width":0.22712418300653595,"height":0.012626262626262626,"page":3,"original_page":3},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.805020660161972},"extra":null},{"type":"Title","bbox":{"left":0.07352941176470588,"top":0.04292929292929293,"width":0.5245098039215687,"height":0.022095959595959596,"page":3,"original_page":3},"content":"Key
+        Values, Link, Highlight, and Comment","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8986493557691574},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.10542929292929293,"width":0.23039215686274508,"height":0.011363636363636364,"page":3,"original_page":3},"content":"Invoice
+        Number: INV-2048","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.739451989531517},"extra":null},{"type":"Text","bbox":{"left":0.07434640522875817,"top":0.1369949494949495,"width":0.22630718954248366,"height":0.010732323232323232,"page":3,"original_page":3},"content":"Purchase
+        Order: PO-4096","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.741858696937561},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.26073232323232326,"width":0.3382352941176471,"height":0.03535353535353535,"page":3,"original_page":3},"content":"https://example.com/invoices/INV-2048\nHighlighted
+        total requiring review","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6238544598221779},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.3194444444444444,"width":0.5424836601307189,"height":0.01452020202020202,"page":3,"original_page":3},"content":"Reviewer
+        comment: verify the highlighted total before approval","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6398871809244155},"extra":null},{"type":"Figure","bbox":{"left":0.848846435546875,"top":0.3119659423828125,"width":0.03472900390625,"height":0.025482177734375,"page":3,"original_page":3},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.35475045442581177},"extra":null}]},{"content":"#
+        Key Values, Link, Highlight, and Comment (cont.)\n\n## Revised total. 245.00\n\nSection
+        3.1: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.2: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.3: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.4: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.5: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.6: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.7: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.8: Invoice totals, regional revenue, and reconciliation notes.\n\n\n\nConfidential
+        | Page 3 of 5\n\nQuarterly Operations Report","embed":"# Key Values, Link,
+        Highlight, and Comment (cont.)\n\n## Revised total. 245.00\n\nSection 3.1:
+        Invoice totals, regional revenue, and reconciliation notes.\n\nSection 3.2:
+        Invoice totals, regional revenue, and reconciliation notes.\n\nSection 3.3:
+        Invoice totals, regional revenue, and reconciliation notes.\n\nSection 3.4:
+        Invoice totals, regional revenue, and reconciliation notes.\n\nSection 3.5:
+        Invoice totals, regional revenue, and reconciliation notes.\n\nSection 3.6:
+        Invoice totals, regional revenue, and reconciliation notes.\n\nSection 3.7:
+        Invoice totals, regional revenue, and reconciliation notes.\n\nSection 3.8:
+        Invoice totals, regional revenue, and reconciliation notes.\n\n\n\nConfidential
+        | Page 3 of 5\n\nQuarterly Operations Report","enriched":null,"enrichment_success":false,"blocks":[{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.36426767676767674,"width":0.1830065359477124,"height":0.010732323232323232,"page":3,"original_page":3},"content":"Revised
+        total. 245.00","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7559733480215072},"extra":null},{"type":"Text","bbox":{"left":0.0727124183006536,"top":0.3952020202020202,"width":0.5024509803921569,"height":0.010732323232323232,"page":3,"original_page":3},"content":"Section
+        3.1: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7034008383750916},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.42992424242424243,"width":0.5008169934640523,"height":0.011363636363636364,"page":3,"original_page":3},"content":"Section
+        3.2: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7084807366132737},"extra":null},{"type":"Text","bbox":{"left":0.0727124183006536,"top":0.4659090909090909,"width":0.5024509803921569,"height":0.011363636363636364,"page":3,"original_page":3},"content":"Section
+        3.3: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.729765886068344},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5006313131313131,"width":0.5008169934640523,"height":0.011363636363636364,"page":3,"original_page":3},"content":"Section
+        3.4: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7124977856874466},"extra":null},{"type":"Text","bbox":{"left":0.0727124183006536,"top":0.5366161616161617,"width":0.5024509803921569,"height":0.011363636363636364,"page":3,"original_page":3},"content":"Section
+        3.5: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7059262692928314},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5713383838383839,"width":0.5008169934640523,"height":0.011363636363636364,"page":3,"original_page":3},"content":"Section
+        3.6: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7190613269805908},"extra":null},{"type":"Text","bbox":{"left":0.0727124183006536,"top":0.6073232323232324,"width":0.5024509803921569,"height":0.011363636363636364,"page":3,"original_page":3},"content":"Section
+        3.7: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7045427054166793},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6420454545454546,"width":0.5024509803921569,"height":0.011363636363636364,"page":3,"original_page":3},"content":"Section
+        3.8: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7063517481088638},"extra":null},{"type":"Figure","bbox":{"left":0.1739501953125,"top":0.74609375,"width":0.244873046875,"height":0.091796875,"page":3,"original_page":3},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6302859634160995},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9532828282828283,"width":0.1642156862745098,"height":0.010732323232323232,"page":3,"original_page":3},"content":"Confidential
+        | Page 3 of 5","image_url":null,"chart_data":null,"confidence":"low","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7724602609872818},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.018308080808080808,"width":0.22712418300653595,"height":0.011994949494949494,"page":4,"original_page":4},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8802960753440857},"extra":null}]},{"content":"#
+        Approval Signature and Watermark\n\nApproved by: Jordan Lee\nSignature: <signature>\n\nSection
+        4.1: Invoice totals, regional revenue, and reconciliation notes. Section 4.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 4.3: Invoi
+        totals, regional revenue, and reconciliation notes. Section 4.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 4.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 4.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 4.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 4 of 5\n\nQuarterly Operations Report\n\n# Appendix
+        with Section Boundaries\n\n## 1. Scope\n\n## 2. Findings","embed":"# Approval
+        Signature and Watermark\n\nApproved by: Jordan Lee\nSignature: <signature>\n\nSection
+        4.1: Invoice totals, regional revenue, and reconciliation notes. Section 4.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 4.3: Invoi
+        totals, regional revenue, and reconciliation notes. Section 4.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 4.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 4.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 4.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 4 of 5\n\nQuarterly Operations Report\n\n# Appendix
+        with Section Boundaries\n\n## 1. Scope\n\n## 2. Findings","enriched":null,"enrichment_success":false,"blocks":[{"type":"Title","bbox":{"left":0.0718954248366013,"top":0.0422979797979798,"width":0.4387254901960784,"height":0.020833333333333332,"page":4,"original_page":4},"content":"Approval
+        Signature and Watermark","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9190816521644593},"extra":null},{"type":"Key
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+        by: Jordan Lee\nSignature: <signature>","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8993409156799317},"extra":null},{"type":"Text","bbox":{"left":0.0727124183006536,"top":0.39457070707070707,"width":0.5032679738562091,"height":0.2588383838383838,"page":4,"original_page":4},"content":"Section
+        4.1: Invoice totals, regional revenue, and reconciliation notes. Section 4.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 4.3: Invoi
+        totals, regional revenue, and reconciliation notes. Section 4.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 4.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 4.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 4.8: Invoice totals, regional revenue, and reconciliation
+        notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7069442301988602},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9532828282828283,"width":0.1642156862745098,"height":0.010732323232323232,"page":4,"original_page":4},"content":"Confidential
+        | Page 4 of 5","image_url":null,"chart_data":null,"confidence":"low","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7863447219133377},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.018308080808080808,"width":0.22712418300653595,"height":0.011994949494949494,"page":5,"original_page":5},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9078197360038758},"extra":null},{"type":"Title","bbox":{"left":0.0727124183006536,"top":0.0422979797979798,"width":0.4305555555555556,"height":0.019570707070707072,"page":5,"original_page":5},"content":"Appendix
+        with Section Boundaries","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9206764549016953},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07434640522875817,"top":0.10416666666666667,"width":0.09313725490196079,"height":0.01452020202020202,"page":5,"original_page":5},"content":"1.
+        Scope","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8790526151657105},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.0718954248366013,"top":0.16666666666666666,"width":0.12091503267973856,"height":0.015151515151515152,"page":5,"original_page":5},"content":"2.
+        Findings","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9091683983802795},"extra":null}]},{"content":"#
+        Appendix with Section Boundaries (cont.)\n\n## 3. Recommendations\n\nSection
+        5.1: Invoice totals, regional revenue, and reconciliation notes. Section 5.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 5.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 5 of 5","embed":"# Appendix with Section Boundaries
+        (cont.)\n\n## 3. Recommendations\n\nSection 5.1: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.2: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.3: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.4: Invoice totals, regional revenue, and reconciliation
+        notes. Section 5.5: Invoice totals, regional revenue, and reconciliation notes.
+        Section 5.6: Invoice totals, regional revenue, and reconciliation notes. Section
+        5.7: Invoice totals, regional revenue, and reconciliation notes. Section 5.8:
+        Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 5 of 5","enriched":null,"enrichment_success":false,"blocks":[{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.2297979797979798,"width":0.22875816993464052,"height":0.012626262626262626,"page":5,"original_page":5},"content":"3.
+        Recommendations","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9221650391817092},"extra":null},{"type":"Text","bbox":{"left":0.0727124183006536,"top":0.3952020202020202,"width":0.5024509803921569,"height":0.2582070707070707,"page":5,"original_page":5},"content":"Section
+        5.1: Invoice totals, regional revenue, and reconciliation notes. Section 5.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 5.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.8: Invoice totals, regional revenue, and reconciliation
+        notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7028804212808608},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9532828282828283,"width":0.1650326797385621,"height":0.010732323232323232,"page":5,"original_page":5},"content":"Confidential
+        | Page 5 of 5","image_url":null,"chart_data":null,"confidence":"low","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7929113447666168},"extra":null}]}],"ocr":null,"custom":null},"parse_mode":null,"document_properties":null}'
+    headers:
+      Content-Type:
+      - application/json
+      Date:
+      - Wed, 02 Sep 2026 22:37:18 GMT
+    status:
+      code: 200
+      message: ''
+recorded_at: '2026-09-02T22:37:18.467232+00:00'
+ttl_seconds: 0
+version: 1
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 3.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 3.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 3.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
21 0 obj
<<
/Length 1494
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Approval Signature and Watermark) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 4 of 5) Tj T* ET
q
.827451 .827451 .827451 rg
BT /F2 54 Tf 64.8 TL ET
.906308 .422618 -0.422618 .906308 110 390 cm
BT 1 0 0 1 0 0 Tm (DRAFT) Tj T* ET
Q
0 0 0 rg
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 635 Tm (Approved by: Jordan Lee) Tj T* ET
n 45 610 m 310 610 l S
n 55 595 m 75 625 112 602 155 600 c S
BT 1 0 0 1 45 580 Tm (Signature) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 4.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 4.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 4.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 4.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 4.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 4.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 4.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 4.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
22 0 obj
<<
/Length 1327
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Appendix with Section Boundaries) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 5 of 5) Tj T* ET
BT /F2 14 Tf 16.8 TL ET
BT 1 0 0 1 45 700 Tm (1. Scope) Tj T* ET
BT 1 0 0 1 45 650 Tm (2. Findings) Tj T* ET
BT 1 0 0 1 45 600 Tm (3. Recommendations) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 5.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 5.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 5.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 5.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 5.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 5.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 5.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 5.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
xref
0 23
0000000000 65535 f 
0000000061 00000 n 
0000000102 00000 n 
0000000209 00000 n 
0000000321 00000 n 
0000000516 00000 n 
0000006322 00000 n 
0000012824 00000 n 
0000014142 00000 n 
0000014496 00000 n 
0000014664 00000 n 
0000014850 00000 n 
0000015028 00000 n 
0000015256 00000 n 
0000015452 00000 n 
0000015648 00000 n 
0000015718 00000 n 
0000016128 00000 n 
0000016215 00000 n 
0000018552 00000 n 
0000020327 00000 n 
0000022845 00000 n 
0000024391 00000 n 
trailer
<<
/ID 
[<cb011a3ef088e46b638e8b45c01a470f><cb011a3ef088e46b638e8b45c01a470f>]
% ReportLab generated PDF document -- digest (opensource)

/Info 16 0 R
/Root 15 0 R
/Size 23
>>
startxref
25770
%%EOF

+        type: document_url
+      model: parse-legacy
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-legacy/953d2a3bfea5594f9df19fc3f6c37e51b7e915b96a85e4ce8dfc41ba5f7f11df.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-legacy/953d2a3bfea5594f9df19fc3f6c37e51b7e915b96a85e4ce8dfc41ba5f7f11df.yaml
new file mode 100644
index 00000000000..1e1c7c44463
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-legacy/953d2a3bfea5594f9df19fc3f6c37e51b7e915b96a85e4ce8dfc41ba5f7f11df.yaml
@@ -0,0 +1,70 @@
+interactions:
+- request:
+    body: "--90e8e7e6a71b2a4b14695234a736d695\r\nContent-Disposition: form-data; name=\"file\";
+      filename=\"document\"\r\nContent-Type: application/pdf\r\n\r\n%PDF-1.4\n1 0
+      obj\n<< /Type /Catalog /Pages 2 0 R >>\nendobj\n2 0 obj\n<< /Type /Pages /Kids
+      [3 0 R] /Count 1 >>\nendobj\n3 0 obj\n<< /Type /Page /Parent 2 0 R /Resources
+      4 0 R /MediaBox [0 0 612 792] /Contents 5 0 R >>\nendobj\n4 0 obj\n<< /Font
+      << /F1 << /Type /Font /Subtype /Type1 /BaseFont /Helvetica >> >> >>\nendobj\n5
+      0 obj\n<< /Length 44 >>\nstream\nBT\n/F1 12 Tf\n100 700 Td\n(Test PDF File)
+      Tj\nET\nendstream\nendobj\nxref\n0 6\n0000000000 65535 f \n0000000009 00000
+      n \n0000000058 00000 n \n0000000115 00000 n \n0000000214 00000 n \n0000000293
+      00000 n \ntrailer\n<< /Size 6 /Root 1 0 R >>\nstartxref\n385\n%%EOF\n\r\n--90e8e7e6a71b2a4b14695234a736d695--\r\n"
+    headers:
+      Accept:
+      - '*/*'
+      Content-Type:
+      - multipart/form-data; boundary=90e8e7e6a71b2a4b14695234a736d695
+      User-Agent:
+      - litellm/1.101.0
+    method: POST
+    uri: http://parity-provider.invalid/upload
+  response:
+    body:
+      string: '{"file_id":"reducto://b9f242fd-fdb4-4b0a-9535-f11f432c7678.pdf","presigned_url":null}'
+    headers:
+      Content-Type:
+      - application/json
+      Date:
+      - Tue, 01 Sep 2026 19:54:57 GMT
+    status:
+      code: 200
+      message: ''
+- request:
+    body: '{"document_url":"reducto://b9f242fd-fdb4-4b0a-9535-f11f432c7678.pdf","options":{"enhance":{}}}'
+    headers:
+      Accept:
+      - '*/*'
+      Content-Type:
+      - application/json
+      User-Agent:
+      - litellm/1.101.0
+    method: POST
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+      string: '{"response_type":"parse","job_id":"becc8180-1431-442d-82c8-3e12d5e88a1a","duration":2.0662453174591064,"pdf_url":"https://prod-storage20241010144745140900000001.s3.amazonaws.com/org/8bd983d1-47dd-440b-93d8-431412d819bf/f59f59d4-f8b0-4829-bab8-d4226e87903e.pdf?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=AKIA2UOK6OVBOUYL7WYA%2F20260902%2Fus-west-2%2Fs3%2Faws4_request&X-Amz-Date=20260902T223708Z&X-Amz-Expires=43200&X-Amz-SignedHeaders=host&X-Amz-Signature=94851ba8198ad493110b2d8c1b5439fa52e1eafec60d46914a163a7f59bf8ae3","studio_link":"https://studio.reducto.ai/job/becc8180-1431-442d-82c8-3e12d5e88a1a","usage":{"num_pages":5,"credits":8.0,"credit_breakdown":{"page":5.0,"complex":3.0},"page_billing_breakdown":{"1":["page"],"2":["complex","page"],"3":["complex","page"],"4":["complex","page"],"5":["page"]},"non_empty_cell_count":null},"result":{"type":"full","chunks":[{"content":"#
+        Invoice Summary and Line Items\n\n| Item                  | Quantity   | Amount   |\n|-|-|-|\n|
+        Document analysis     | 2          | 120.00   |\n| Document verification |
+        1          | 80.00    |\n\n| Item continued     | Quantity   | Amount   |\n|-|-|-|\n|
+        Fixture validation | 3          | 45.00    |\n| Provider review    | 1          |
+        25.00    |\n\nSection 1.1: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.2: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.3: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.4: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.5: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.6: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.7: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\n# Revenue Chart and Formula Review\n\nQuarterly revenue bar chart
+        with four blue bars labeled Q1, Q2, Q3, and Q4. Q1 is the lowest, Q2 is higher,
+        Q3 is lower than Q2, and Q4 is the tallest bar.\n\nBlue geometric line drawing
+        on a square grid, with a central square and diagonal lines extending to the
+        grid corners.\n\n\n\nFormula: gross margin = (revenue - cost) / revenue\n\n\n\nSection
+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\n# Key Values, Link, Highlight, and Comment\n\nInvoice Number: INV-2048\n\nPurchase
+        Order: PO-4096\n\n## https://example.com/invoices/INV-2048\nHighlighted total
+        requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\n\n\n## Revised total. 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nLinear barcode.\n\n# Approval Signature
+        and Watermark\n\nApproved by: Jordan Lee\nSignature: <signature>\n\nSection
+        4.1: Invoice totals, regional revenue, and reconciliation notes. Section 4.2:
+        Invoice totals, regional revenue, and reconciliation notes. DRAFT Section
+        4.3: Invoice totals, regional revenue, and reconciliation notes. Section 4.4:
+        Invoice totals, regional revenue, and reconciliation notes. Section 4.5: Invoice
+        totals, regional revenue, and reconciliation notes. Section 4.6: Invoice totals,
+        regional revenue, and reconciliation notes. Section 4.7: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.8: Invoice totals, regional revenue,
+        and reconciliation notes.\n\n# Appendix with Section Boundaries\n\n## 1. Scope\n\n##
+        2. Findings\n\n## 3. Recommendations\n\nSection 5.1: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.2: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.3: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.4: Invoice totals, regional revenue, and reconciliation
+        notes. Section 5.5: Invoice totals, regional revenue, and reconciliation notes.
+        Section 5.6: Invoice totals, regional revenue, and reconciliation notes. Section
+        5.7: Invoice totals, regional revenue, and reconciliation notes. Section 5.8:
+        Invoice totals, regional revenue, and reconciliation notes.","embed":"# Invoice
+        Summary and Line Items\n\n| Item                  | Quantity   | Amount   |\n|-|-|-|\n|
+        Document analysis     | 2          | 120.00   |\n| Document verification |
+        1          | 80.00    |\n\n| Item continued     | Quantity   | Amount   |\n|-|-|-|\n|
+        Fixture validation | 3          | 45.00    |\n| Provider review    | 1          |
+        25.00    |\n\nSection 1.1: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.2: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.3: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.4: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.5: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.6: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.7: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\n# Revenue Chart and Formula Review\n\nQuarterly revenue bar chart
+        with four blue bars labeled Q1, Q2, Q3, and Q4. Q1 is the lowest, Q2 is higher,
+        Q3 is lower than Q2, and Q4 is the tallest bar.\n\nBlue geometric line drawing
+        on a square grid, with a central square and diagonal lines extending to the
+        grid corners.\n\n\n\nFormula: gross margin = (revenue - cost) / revenue\n\n\n\nSection
+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\n# Key Values, Link, Highlight, and Comment\n\nInvoice Number: INV-2048\n\nPurchase
+        Order: PO-4096\n\n## https://example.com/invoices/INV-2048\nHighlighted total
+        requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\n\n\n## Revised total. 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nLinear barcode.\n\n# Approval Signature
+        and Watermark\n\nApproved by: Jordan Lee\nSignature: <signature>\n\nSection
+        4.1: Invoice totals, regional revenue, and reconciliation notes. Section 4.2:
+        Invoice totals, regional revenue, and reconciliation notes. DRAFT Section
+        4.3: Invoice totals, regional revenue, and reconciliation notes. Section 4.4:
+        Invoice totals, regional revenue, and reconciliation notes. Section 4.5: Invoice
+        totals, regional revenue, and reconciliation notes. Section 4.6: Invoice totals,
+        regional revenue, and reconciliation notes. Section 4.7: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.8: Invoice totals, regional revenue,
+        and reconciliation notes.\n\n# Appendix with Section Boundaries\n\n## 1. Scope\n\n##
+        2. Findings\n\n## 3. Recommendations\n\nSection 5.1: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.2: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.3: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.4: Invoice totals, regional revenue, and reconciliation
+        notes. Section 5.5: Invoice totals, regional revenue, and reconciliation notes.
+        Section 5.6: Invoice totals, regional revenue, and reconciliation notes. Section
+        5.7: Invoice totals, regional revenue, and reconciliation notes. Section 5.8:
+        Invoice totals, regional revenue, and reconciliation notes.","enriched":null,"enrichment_success":false,"blocks":[{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.018308080808080808,"width":0.22712418300653595,"height":0.011994949494949494,"page":1,"original_page":1},"content":"Quarterly
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+        Summary and Line Items","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9120991796255111},"extra":null},{"type":"Table","bbox":{"left":0.0718954248366013,"top":0.07702020202020202,"width":0.8504901960784313,"height":0.13320707070707072,"page":1,"original_page":1},"content":"|
+        Item                  | Quantity   | Amount   |\n|-|-|-|\n| Document analysis     |
+        2          | 120.00   |\n| Document verification | 1          | 80.00    |","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9576186398665111},"extra":null},{"type":"Table","bbox":{"left":0.0727124183006536,"top":0.24116161616161616,"width":0.8488562091503268,"height":0.13320707070707072,"page":1,"original_page":1},"content":"|
+        Item continued     | Quantity   | Amount   |\n|-|-|-|\n| Fixture validation
+        | 3          | 45.00    |\n| Provider review    | 1          | 25.00    |","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9573022246360778},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.1: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7204042226076126},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4255050505050505,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.2: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6971822381019592},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.46085858585858586,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.3: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6927557319402695},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4962121212121212,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.4: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6769042581319809},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5315656565656566,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.5: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.683884510397911},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5669191919191919,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.6: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7034911513328552},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6022727272727273,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.7: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6940211951732635},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6376262626262627,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.8: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6971822381019592},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":1,"original_page":1},"content":"Confidential
+        | Page 1 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9209042668342591},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.017676767676767676,"width":0.22712418300653595,"height":0.012626262626262626,"page":2,"original_page":2},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9090005308389664},"extra":null},{"type":"Title","bbox":{"left":0.07352941176470588,"top":0.037247474747474744,"width":0.4452614379084967,"height":0.027777777777777776,"page":2,"original_page":2},"content":"Revenue
+        Chart and Formula Review","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8688214063644409},"extra":null},{"type":"Figure","bbox":{"left":0.10457516339869281,"top":0.07386363636363637,"width":0.6070261437908496,"height":0.1849747474747475,"page":2,"original_page":2},"content":"Quarterly
+        revenue bar chart with four blue bars labeled Q1, Q2, Q3, and Q4. Q1 is the
+        lowest, Q2 is higher, Q3 is lower than Q2, and Q4 is the tallest bar.","image_url":null,"chart_data":null,"confidence":"low","granular_confidence":{"extract_confidence":null,"parse_confidence":0.41049053817987446},"extra":null},{"type":"Figure","bbox":{"left":0.741607666015625,"top":0.0819091796875,"width":0.11834716796875,"height":0.092529296875,"page":2,"original_page":2},"content":"Blue
+        geometric line drawing on a square grid, with a central square and diagonal
+        lines extending to the grid corners.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.303449621796608},"extra":null},{"type":"Figure","bbox":{"left":0.741546630859375,"top":0.20660400390625,"width":0.11749267578125,"height":0.0811767578125,"page":2,"original_page":2},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.28771371841430665},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.29292929292929293,"width":0.33169934640522875,"height":0.015782828282828284,"page":2,"original_page":2},"content":"Formula:
+        gross margin = (revenue - cost) / revenue","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9167426466941834},"extra":null},{"type":"Figure","bbox":{"left":0.7423095703125,"top":0.309906005859375,"width":0.076904296875,"height":0.06085205078125,"page":2,"original_page":2},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.3421227872371674},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.26452020202020204,"page":2,"original_page":2},"content":"Section
+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
+        notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6421052008867263},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":2,"original_page":2},"content":"Confidential
+        | Page 2 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9227842718362809},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.017676767676767676,"width":0.22712418300653595,"height":0.012626262626262626,"page":3,"original_page":3},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.805020660161972},"extra":null},{"type":"Title","bbox":{"left":0.07352941176470588,"top":0.037247474747474744,"width":0.5236928104575164,"height":0.027777777777777776,"page":3,"original_page":3},"content":"Key
+        Values, Link, Highlight, and Comment","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.907549238204956},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.09974747474747475,"width":0.23039215686274508,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Invoice
+        Number: INV-2048","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7455861002206803},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.13131313131313133,"width":0.22712418300653595,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Purchase
+        Order: PO-4096","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7557907789945602},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.26073232323232326,"width":0.3382352941176471,"height":0.03535353535353535,"page":3,"original_page":3},"content":"https://example.com/invoices/INV-2048\nHighlighted
+        total requiring review","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6239689275622368},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.3143939393939394,"width":0.5424836601307189,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Reviewer
+        comment: verify the highlighted total before approval","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6458791196346283},"extra":null},{"type":"Figure","bbox":{"left":0.848846435546875,"top":0.3119659423828125,"width":0.03472900390625,"height":0.025482177734375,"page":3,"original_page":3},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.35475045442581177},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.36426767676767674,"width":0.1830065359477124,"height":0.010732323232323232,"page":3,"original_page":3},"content":"Revised
+        total. 245.00","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7559733271598816},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.1: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7197816997766495},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4255050505050505,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.2: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7241321921348571},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.46085858585858586,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.3: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7395129382610321},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4962121212121212,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.4: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7290821939706802},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5315656565656566,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.5: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7154147416353225},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5669191919191919,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
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+        3.7: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7154147416353225},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6376262626262627,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.8: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7204042226076126},"extra":null},{"type":"Figure","bbox":{"left":0.1739501953125,"top":0.74609375,"width":0.244873046875,"height":0.091796875,"page":3,"original_page":3},"content":"Linear
+        barcode.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6302859634160995},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":3,"original_page":3},"content":"Confidential
+        | Page 3 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9031270325183869},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.018308080808080808,"width":0.22712418300653595,"height":0.011994949494949494,"page":4,"original_page":4},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8802960753440857},"extra":null},{"type":"Title","bbox":{"left":0.0718954248366013,"top":0.0422979797979798,"width":0.4387254901960784,"height":0.020833333333333332,"page":4,"original_page":4},"content":"Approval
+        Signature and Watermark","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9190816521644593},"extra":null},{"type":"Key
+        Value","bbox":{"left":0.07026143790849673,"top":0.18181818181818182,"width":0.43790849673202614,"height":0.09090909090909091,"page":4,"original_page":4},"content":"Approved
+        by: Jordan Lee\nSignature: <signature>","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8993409156799317},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.3434343434343434,"width":0.5016339869281046,"height":0.31123737373737376,"page":4,"original_page":4},"content":"Section
+        4.1: Invoice totals, regional revenue, and reconciliation notes. Section 4.2:
+        Invoice totals, regional revenue, and reconciliation notes. DRAFT Section
+        4.3: Invoice totals, regional revenue, and reconciliation notes. Section 4.4:
+        Invoice totals, regional revenue, and reconciliation notes. Section 4.5: Invoice
+        totals, regional revenue, and reconciliation notes. Section 4.6: Invoice totals,
+        regional revenue, and reconciliation notes. Section 4.7: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.8: Invoice totals, regional revenue,
+        and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7228909820318221},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":4,"original_page":4},"content":"Confidential
+        | Page 4 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9192615240812302},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.018308080808080808,"width":0.22712418300653595,"height":0.011994949494949494,"page":5,"original_page":5},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9078197360038758},"extra":null},{"type":"Title","bbox":{"left":0.0727124183006536,"top":0.0422979797979798,"width":0.4305555555555556,"height":0.019570707070707072,"page":5,"original_page":5},"content":"Appendix
+        with Section Boundaries","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9206647515296936},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.09722222222222222,"width":0.09395424836601307,"height":0.023989898989898988,"page":5,"original_page":5},"content":"1.
+        Scope","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8958270728588105},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.0718954248366013,"top":0.16666666666666666,"width":0.12091503267973856,"height":0.015151515151515152,"page":5,"original_page":5},"content":"2.
+        Findings","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9091800391674041},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.2297979797979798,"width":0.22875816993464052,"height":0.012626262626262626,"page":5,"original_page":5},"content":"3.
+        Recommendations","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9221650391817092},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.26452020202020204,"page":5,"original_page":5},"content":"Section
+        5.1: Invoice totals, regional revenue, and reconciliation notes. Section 5.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 5.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.8: Invoice totals, regional revenue, and reconciliation
+        notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7166640102863311},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":5,"original_page":5},"content":"Confidential
+        | Page 5 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9235781162977219},"extra":null}]}],"ocr":null,"custom":null},"parse_mode":null,"document_properties":null}'
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16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+        type: document_url
+      model: reducto/parse-v3
+      retrieval:
+        filter_blocks:
+        - Header
+        - Footer
+        - Page Number
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/0c1400fec2df9040e27de5b2c9c0cb2abe80fad706cbb05c9bf44dc005f4e0d0.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/0c1400fec2df9040e27de5b2c9c0cb2abe80fad706cbb05c9bf44dc005f4e0d0.yaml
new file mode 100644
index 00000000000..43f0deac547
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/0c1400fec2df9040e27de5b2c9c0cb2abe80fad706cbb05c9bf44dc005f4e0d0.yaml
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+interactions:
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+        Invoice Summary and Line Items\n\n| Item                  | Quantity   | Amount   |\n|-|-|-|\n|
+        Document analysis     | 2          | 120.00   |\n| Document verification |
+        1          | 80.00    |\n\n| Item continued     | Quantity   | Amount   |\n|-|-|-|\n|
+        Fixture validation | 3          | 45.00    |\n| Provider review    | 1          |
+        25.00    |\n\nSection 1.1: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.2: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.3: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.4: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.5: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.6: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.7: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 1 of 5\n\nQuarterly Operations Report","embed":"#
+        Invoice Summary and Line Items\n\n| Item                  | Quantity   | Amount   |\n|-|-|-|\n|
+        Document analysis     | 2          | 120.00   |\n| Document verification |
+        1          | 80.00    |\n\n| Item continued     | Quantity   | Amount   |\n|-|-|-|\n|
+        Fixture validation | 3          | 45.00    |\n| Provider review    | 1          |
+        25.00    |\n\nSection 1.1: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.2: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.3: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.4: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.5: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.6: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.7: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 1 of 5\n\nQuarterly Operations Report","enriched":null,"enrichment_success":false,"blocks":[{"type":"Title","bbox":{"left":0.07352941176470588,"top":0.037247474747474744,"width":0.40604575163398693,"height":0.027777777777777776,"page":1,"original_page":1},"content":"Invoice
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+        Item                  | Quantity   | Amount   |\n|-|-|-|\n| Document analysis     |
+        2          | 120.00   |\n| Document verification | 1          | 80.00    |","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9576186398665111},"extra":null},{"type":"Table","bbox":{"left":0.0727124183006536,"top":0.24116161616161616,"width":0.8488562091503268,"height":0.13320707070707072,"page":1,"original_page":1},"content":"|
+        Item continued     | Quantity   | Amount   |\n|-|-|-|\n| Fixture validation
+        | 3          | 45.00    |\n| Provider review    | 1          | 25.00    |","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9573022246360778},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.1: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7204042226076126},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4255050505050505,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.2: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6971822381019592},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.46085858585858586,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.3: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6927557319402695},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4962121212121212,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.4: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6769042581319809},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5315656565656566,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.5: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.683884510397911},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5669191919191919,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.6: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7034911513328552},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6022727272727273,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.7: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6940211951732635},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6376262626262627,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.8: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6971822381019592},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":1,"original_page":1},"content":"Confidential
+        | Page 1 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9209042668342591},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.017676767676767676,"width":0.22712418300653595,"height":0.012626262626262626,"page":2,"original_page":2},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9090005308389664},"extra":null}]},{"content":"#
+        Revenue Chart and Formula Review\n\nQuarterly revenue bar chart with four
+        blue bars labeled Q1, Q2, Q3, and Q4. Q1 is the lowest, Q2 is higher, Q3 is
+        lower than Q2, and Q4 is the tallest bar.\n\nBlue geometric line drawing on
+        a square grid, with a central square and diagonal lines extending to the grid
+        corners.\n\n\n\nFormula: gross margin = (revenue - cost) / revenue\n\n\n\nSection
+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 2 of 5\n\nQuarterly Operations Report","embed":"#
+        Revenue Chart and Formula Review\n\nQuarterly revenue bar chart with four
+        blue bars labeled Q1, Q2, Q3, and Q4. Q1 is the lowest, Q2 is higher, Q3 is
+        lower than Q2, and Q4 is the tallest bar.\n\nBlue geometric line drawing on
+        a square grid, with a central square and diagonal lines extending to the grid
+        corners.\n\n\n\nFormula: gross margin = (revenue - cost) / revenue\n\n\n\nSection
+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 2 of 5\n\nQuarterly Operations Report","enriched":null,"enrichment_success":false,"blocks":[{"type":"Title","bbox":{"left":0.07352941176470588,"top":0.037247474747474744,"width":0.4452614379084967,"height":0.027777777777777776,"page":2,"original_page":2},"content":"Revenue
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+        revenue bar chart with four blue bars labeled Q1, Q2, Q3, and Q4. Q1 is the
+        lowest, Q2 is higher, Q3 is lower than Q2, and Q4 is the tallest bar.","image_url":null,"chart_data":null,"confidence":"low","granular_confidence":{"extract_confidence":null,"parse_confidence":0.4104905590415001},"extra":null},{"type":"Figure","bbox":{"left":0.741607666015625,"top":0.0819091796875,"width":0.11834716796875,"height":0.092529296875,"page":2,"original_page":2},"content":"Blue
+        geometric line drawing on a square grid, with a central square and diagonal
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+        gross margin = (revenue - cost) / revenue","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9167426466941834},"extra":null},{"type":"Figure","bbox":{"left":0.7423095703125,"top":0.309906005859375,"width":0.076904296875,"height":0.06085205078125,"page":2,"original_page":2},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.3421227872371674},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.26452020202020204,"page":2,"original_page":2},"content":"Section
+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
+        notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6421052008867263},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":2,"original_page":2},"content":"Confidential
+        | Page 2 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9227842718362809},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.017676767676767676,"width":0.22712418300653595,"height":0.012626262626262626,"page":3,"original_page":3},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.805020660161972},"extra":null}]},{"content":"#
+        Key Values, Link, Highlight, and Comment\n\nInvoice Number: INV-2048\n\nPurchase
+        Order: PO-4096","embed":"# Key Values, Link, Highlight, and Comment\n\nInvoice
+        Number: INV-2048\n\nPurchase Order: PO-4096","enriched":null,"enrichment_success":false,"blocks":[{"type":"Title","bbox":{"left":0.07352941176470588,"top":0.037247474747474744,"width":0.5236928104575164,"height":0.027777777777777776,"page":3,"original_page":3},"content":"Key
+        Values, Link, Highlight, and Comment","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.907549238204956},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.09974747474747475,"width":0.23039215686274508,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Invoice
+        Number: INV-2048","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7455861002206803},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.13131313131313133,"width":0.22712418300653595,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Purchase
+        Order: PO-4096","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7557907789945602},"extra":null}]},{"content":"#
+        Key Values, Link, Highlight, and Comment (cont.)\n\n## https://example.com/invoices/INV-2048\nHighlighted
+        total requiring review\n\nReviewer comment: verify the highlighted total before
+        approval","embed":"# Key Values, Link, Highlight, and Comment (cont.)\n\n##
+        https://example.com/invoices/INV-2048\nHighlighted total requiring review\n\nReviewer
+        comment: verify the highlighted total before approval","enriched":null,"enrichment_success":false,"blocks":[{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.26073232323232326,"width":0.3382352941176471,"height":0.03535353535353535,"page":3,"original_page":3},"content":"https://example.com/invoices/INV-2048\nHighlighted
+        total requiring review","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6238544598221779},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.3143939393939394,"width":0.5424836601307189,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Reviewer
+        comment: verify the highlighted total before approval","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6458791196346283},"extra":null},{"type":"Figure","bbox":{"left":0.848846435546875,"top":0.3119659423828125,"width":0.03472900390625,"height":0.025482177734375,"page":3,"original_page":3},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.35475045442581177},"extra":null}]},{"content":"#
+        Key Values, Link, Highlight, and Comment (cont.)\n\n## Revised total. 245.00\n\nSection
+        3.1: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.2: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.3: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.4: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.5: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.6: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.7: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.8: Invoice totals, regional revenue, and reconciliation notes.\n\nLinear
+        barcode.\n\nConfidential | Page 3 of 5\n\nQuarterly Operations Report","embed":"#
+        Key Values, Link, Highlight, and Comment (cont.)\n\n## Revised total. 245.00\n\nSection
+        3.1: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.2: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.3: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.4: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.5: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.6: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.7: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.8: Invoice totals, regional revenue, and reconciliation notes.\n\nLinear
+        barcode.\n\nConfidential | Page 3 of 5\n\nQuarterly Operations Report","enriched":null,"enrichment_success":false,"blocks":[{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.36426767676767674,"width":0.1830065359477124,"height":0.010732323232323232,"page":3,"original_page":3},"content":"Revised
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+        3.1: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7197816997766495},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4255050505050505,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.2: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7241321921348571},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.46085858585858586,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.3: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7395129382610321},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4962121212121212,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.4: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7290821939706802},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5315656565656566,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.5: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7154147416353225},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5669191919191919,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.6: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7340064704418182},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6022727272727273,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.7: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7154147416353225},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6376262626262627,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.8: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7204042226076126},"extra":null},{"type":"Figure","bbox":{"left":0.1739501953125,"top":0.74609375,"width":0.244873046875,"height":0.091796875,"page":3,"original_page":3},"content":"Linear
+        barcode.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6302859634160995},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":3,"original_page":3},"content":"Confidential
+        | Page 3 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9031270325183869},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.018308080808080808,"width":0.22712418300653595,"height":0.011994949494949494,"page":4,"original_page":4},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8802960753440857},"extra":null}]},{"content":"#
+        Approval Signature and Watermark\n\nApproved by: Jordan Lee\nSignature: <signature>\n\nSection
+        4.1: Invoice totals, regional revenue, and reconciliation notes. Section 4.2:
+        Invoice totals, regional revenue, and reconciliation notes. DRAFT Section
+        4.3: Invoice totals, regional revenue, and reconciliation notes. Section 4.4:
+        Invoice totals, regional revenue, and reconciliation notes. Section 4.5: Invoice
+        totals, regional revenue, and reconciliation notes. Section 4.6: Invoice totals,
+        regional revenue, and reconciliation notes. Section 4.7: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.8: Invoice totals, regional revenue,
+        and reconciliation notes.\n\nConfidential | Page 4 of 5\n\nQuarterly Operations
+        Report","embed":"# Approval Signature and Watermark\n\nApproved by: Jordan
+        Lee\nSignature: <signature>\n\nSection 4.1: Invoice totals, regional revenue,
+        and reconciliation notes. Section 4.2: Invoice totals, regional revenue, and
+        reconciliation notes. DRAFT Section 4.3: Invoice totals, regional revenue,
+        and reconciliation notes. Section 4.4: Invoice totals, regional revenue, and
+        reconciliation notes. Section 4.5: Invoice totals, regional revenue, and reconciliation
+        notes. Section 4.6: Invoice totals, regional revenue, and reconciliation notes.
+        Section 4.7: Invoice totals, regional revenue, and reconciliation notes. Section
+        4.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 4 of 5\n\nQuarterly Operations Report","enriched":null,"enrichment_success":false,"blocks":[{"type":"Title","bbox":{"left":0.0718954248366013,"top":0.0422979797979798,"width":0.4387254901960784,"height":0.020833333333333332,"page":4,"original_page":4},"content":"Approval
+        Signature and Watermark","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9189441114664079},"extra":null},{"type":"Key
+        Value","bbox":{"left":0.07026143790849673,"top":0.18181818181818182,"width":0.43790849673202614,"height":0.09090909090909091,"page":4,"original_page":4},"content":"Approved
+        by: Jordan Lee\nSignature: <signature>","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8993409156799317},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.3434343434343434,"width":0.5016339869281046,"height":0.31123737373737376,"page":4,"original_page":4},"content":"Section
+        4.1: Invoice totals, regional revenue, and reconciliation notes. Section 4.2:
+        Invoice totals, regional revenue, and reconciliation notes. DRAFT Section
+        4.3: Invoice totals, regional revenue, and reconciliation notes. Section 4.4:
+        Invoice totals, regional revenue, and reconciliation notes. Section 4.5: Invoice
+        totals, regional revenue, and reconciliation notes. Section 4.6: Invoice totals,
+        regional revenue, and reconciliation notes. Section 4.7: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.8: Invoice totals, regional revenue,
+        and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7228909820318221},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":4,"original_page":4},"content":"Confidential
+        | Page 4 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9192615240812302},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.018308080808080808,"width":0.22712418300653595,"height":0.011994949494949494,"page":5,"original_page":5},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9078197360038758},"extra":null}]},{"content":"#
+        Appendix with Section Boundaries","embed":"# Appendix with Section Boundaries","enriched":null,"enrichment_success":false,"blocks":[{"type":"Title","bbox":{"left":0.0727124183006536,"top":0.0422979797979798,"width":0.4305555555555556,"height":0.019570707070707072,"page":5,"original_page":5},"content":"Appendix
+        with Section Boundaries","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.920676475763321},"extra":null}]},{"content":"#
+        Appendix with Section Boundaries (cont.)\n\n## 1. Scope","embed":"# Appendix
+        with Section Boundaries (cont.)\n\n## 1. Scope","enriched":null,"enrichment_success":false,"blocks":[{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.09722222222222222,"width":0.09395424836601307,"height":0.023989898989898988,"page":5,"original_page":5},"content":"1.
+        Scope","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8958270728588105},"extra":null}]},{"content":"#
+        Appendix with Section Boundaries (cont.)\n\n## 2. Findings","embed":"# Appendix
+        with Section Boundaries (cont.)\n\n## 2. Findings","enriched":null,"enrichment_success":false,"blocks":[{"type":"Section
+        Header","bbox":{"left":0.0718954248366013,"top":0.16666666666666666,"width":0.12091503267973856,"height":0.015151515151515152,"page":5,"original_page":5},"content":"2.
+        Findings","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9091683983802795},"extra":null}]},{"content":"#
+        Appendix with Section Boundaries (cont.)\n\n## 3. Recommendations\n\nSection
+        5.1: Invoice totals, regional revenue, and reconciliation notes. Section 5.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 5.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 5 of 5","embed":"# Appendix with Section Boundaries
+        (cont.)\n\n## 3. Recommendations\n\nSection 5.1: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.2: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.3: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.4: Invoice totals, regional revenue, and reconciliation
+        notes. Section 5.5: Invoice totals, regional revenue, and reconciliation notes.
+        Section 5.6: Invoice totals, regional revenue, and reconciliation notes. Section
+        5.7: Invoice totals, regional revenue, and reconciliation notes. Section 5.8:
+        Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 5 of 5","enriched":null,"enrichment_success":false,"blocks":[{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.2297979797979798,"width":0.22875816993464052,"height":0.012626262626262626,"page":5,"original_page":5},"content":"3.
+        Recommendations","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9221650391817092},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.26452020202020204,"page":5,"original_page":5},"content":"Section
+        5.1: Invoice totals, regional revenue, and reconciliation notes. Section 5.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 5.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.8: Invoice totals, regional revenue, and reconciliation
+        notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7166640102863311},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":5,"original_page":5},"content":"Confidential
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and 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+        type: document_url
+      model: reducto/parse-v3
+      retrieval:
+        chunking:
+          chunk_mode: section
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/0d61934cc1d7ffd6becbcde19556980fbc47b3694cf03224033b251ee4a63e6e.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/0d61934cc1d7ffd6becbcde19556980fbc47b3694cf03224033b251ee4a63e6e.yaml
new file mode 100644
index 00000000000..78dd1d16a5d
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/0d61934cc1d7ffd6becbcde19556980fbc47b3694cf03224033b251ee4a63e6e.yaml
@@ -0,0 +1,719 @@
+interactions:
+- request:
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+        Operations Report\n\n# Invoice Summary and Line Items\n\n[[\"Item\", \"Quantity\",
+        \"Amount\"], [\"Document analysis\", \"2\", \"120.00\"], [\"Document verification\",
+        \"1\", \"80.00\"]]\n\n[[\"Item continued\", \"Quantity\", \"Amount\"], [\"Fixture
+        validation\", \"3\", \"45.00\"], [\"Provider review\", \"1\", \"25.00\"]]\n\nSection
+        1.1: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.2: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.3: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.4: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.5: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.6: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.7: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 1 of 5\n\nQuarterly Operations Report\n\n# Revenue Chart and Formula
+        Review\n\nQuarterly revenue bar chart with four blue bars labeled Q1, Q2,
+        Q3, and Q4. Q1 is the lowest, Q2 is higher, Q3 is lower than Q2, and Q4 is
+        the tallest bar.\n\nBlue geometric line drawing on a square grid, with a central
+        square and diagonal lines extending to the grid corners.\n\n\n\nFormula: gross
+        margin = (revenue - cost) / revenue\n\n\n\nSection 2.1: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.2: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.3: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.4: Invoice totals, regional revenue, and reconciliation
+        notes. Section 2.5: Invoice totals, regional revenue, and reconciliation notes.
+        Section 2.6: Invoice totals, regional revenue, and reconciliation notes. Section
+        2.7: Invoice totals, regional revenue, and reconciliation notes. Section 2.8:
+        Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 2 of 5\n\nQuarterly Operations Report\n\n# Key Values, Link, Highlight,
+        and Comment\n\nInvoice Number: INV-2048\n\nPurchase Order: PO-4096\n\n## https://example.com/invoices/INV-2048\nHighlighted
+        total requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\n\n\n## Revised total. 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nLinear barcode.\n\nConfidential | Page
+        3 of 5\n\nQuarterly Operations Report\n\n# Approval Signature and Watermark\n\nApproved
+        by: Jordan Lee\nSignature: <signature>\n\nSection 4.1: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.2: Invoice totals, regional revenue,
+        and reconciliation notes. DRAFT Section 4.3: Invoice totals, regional revenue,
+        and reconciliation notes. Section 4.4: Invoice totals, regional revenue, and
+        reconciliation notes. Section 4.5: Invoice totals, regional revenue, and reconciliation
+        notes. Section 4.6: Invoice totals, regional revenue, and reconciliation notes.
+        Section 4.7: Invoice totals, regional revenue, and reconciliation notes. Section
+        4.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 4 of 5\n\nQuarterly Operations Report\n\n# Appendix with Section Boundaries\n\n##
+        1. Scope\n\n## 2. Findings\n\n## 3. Recommendations\n\nSection 5.1: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.2: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.3: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.4: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.5: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.6: Invoice totals, regional revenue, and reconciliation
+        notes. Section 5.7: Invoice totals, regional revenue, and reconciliation notes.
+        Section 5.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 5 of 5","embed":"Quarterly Operations Report\n\n# Invoice Summary and
+        Line Items\n\n[[\"Item\", \"Quantity\", \"Amount\"], [\"Document analysis\",
+        \"2\", \"120.00\"], [\"Document verification\", \"1\", \"80.00\"]]\n\n[[\"Item
+        continued\", \"Quantity\", \"Amount\"], [\"Fixture validation\", \"3\", \"45.00\"],
+        [\"Provider review\", \"1\", \"25.00\"]]\n\nSection 1.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 1.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 1.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 1.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 1.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 1.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 1.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 1.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nConfidential | Page 1 of 5\n\nQuarterly
+        Operations Report\n\n# Revenue Chart and Formula Review\n\nQuarterly revenue
+        bar chart with four blue bars labeled Q1, Q2, Q3, and Q4. Q1 is the lowest,
+        Q2 is higher, Q3 is lower than Q2, and Q4 is the tallest bar.\n\nBlue geometric
+        line drawing on a square grid, with a central square and diagonal lines extending
+        to the grid corners.\n\n\n\nFormula: gross margin = (revenue - cost) / revenue\n\n\n\nSection
+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 2 of 5\n\nQuarterly Operations Report\n\n# Key
+        Values, Link, Highlight, and Comment\n\nInvoice Number: INV-2048\n\nPurchase
+        Order: PO-4096\n\n## https://example.com/invoices/INV-2048\nHighlighted total
+        requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\n\n\n## Revised total. 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nLinear barcode.\n\nConfidential | Page
+        3 of 5\n\nQuarterly Operations Report\n\n# Approval Signature and Watermark\n\nApproved
+        by: Jordan Lee\nSignature: <signature>\n\nSection 4.1: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.2: Invoice totals, regional revenue,
+        and reconciliation notes. DRAFT Section 4.3: Invoice totals, regional revenue,
+        and reconciliation notes. Section 4.4: Invoice totals, regional revenue, and
+        reconciliation notes. Section 4.5: Invoice totals, regional revenue, and reconciliation
+        notes. Section 4.6: Invoice totals, regional revenue, and reconciliation notes.
+        Section 4.7: Invoice totals, regional revenue, and reconciliation notes. Section
+        4.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 4 of 5\n\nQuarterly Operations Report\n\n# Appendix with Section Boundaries\n\n##
+        1. Scope\n\n## 2. Findings\n\n## 3. Recommendations\n\nSection 5.1: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.2: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.3: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.4: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.5: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.6: Invoice totals, regional revenue, and reconciliation
+        notes. Section 5.7: Invoice totals, regional revenue, and reconciliation notes.
+        Section 5.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
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+        1.1: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7204042226076126},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4255050505050505,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.2: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6971822381019592},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.46085858585858586,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.3: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6927557319402695},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4962121212121212,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.4: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6769042581319809},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5315656565656566,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.5: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.683884510397911},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5669191919191919,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.6: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7034911513328552},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6022727272727273,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
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+        1.8: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6971822381019592},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":1,"original_page":1},"content":"Confidential
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+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9090005308389664},"extra":null},{"type":"Title","bbox":{"left":0.07352941176470588,"top":0.037247474747474744,"width":0.4452614379084967,"height":0.027777777777777776,"page":2,"original_page":2},"content":"Revenue
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+        revenue bar chart with four blue bars labeled Q1, Q2, Q3, and Q4. Q1 is the
+        lowest, Q2 is higher, Q3 is lower than Q2, and Q4 is the tallest bar.","image_url":null,"chart_data":null,"confidence":"low","granular_confidence":{"extract_confidence":null,"parse_confidence":0.4104905590415001},"extra":null},{"type":"Figure","bbox":{"left":0.741607666015625,"top":0.0819091796875,"width":0.11834716796875,"height":0.092529296875,"page":2,"original_page":2},"content":"Blue
+        geometric line drawing on a square grid, with a central square and diagonal
+        lines extending to the grid corners.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.303449621796608},"extra":null},{"type":"Figure","bbox":{"left":0.741546630859375,"top":0.20660400390625,"width":0.11749267578125,"height":0.0811767578125,"page":2,"original_page":2},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.28771371841430665},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.29292929292929293,"width":0.33169934640522875,"height":0.015782828282828284,"page":2,"original_page":2},"content":"Formula:
+        gross margin = (revenue - cost) / revenue","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9167426466941834},"extra":null},{"type":"Figure","bbox":{"left":0.7423095703125,"top":0.309906005859375,"width":0.076904296875,"height":0.06085205078125,"page":2,"original_page":2},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.3421227872371674},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.26452020202020204,"page":2,"original_page":2},"content":"Section
+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
+        notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6421052008867263},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":2,"original_page":2},"content":"Confidential
+        | Page 2 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9227842718362809},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.017676767676767676,"width":0.22712418300653595,"height":0.012626262626262626,"page":3,"original_page":3},"content":"Quarterly
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+        Values, Link, Highlight, and Comment","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.907549238204956},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.09974747474747475,"width":0.23039215686274508,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Invoice
+        Number: INV-2048","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7455861002206803},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.13131313131313133,"width":0.22712418300653595,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Purchase
+        Order: PO-4096","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7557907789945602},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.26073232323232326,"width":0.3382352941176471,"height":0.03535353535353535,"page":3,"original_page":3},"content":"https://example.com/invoices/INV-2048\nHighlighted
+        total requiring review","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6238544598221779},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.3143939393939394,"width":0.5424836601307189,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Reviewer
+        comment: verify the highlighted total before approval","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6458791196346283},"extra":null},{"type":"Figure","bbox":{"left":0.848846435546875,"top":0.3119659423828125,"width":0.03472900390625,"height":0.025482177734375,"page":3,"original_page":3},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.35475045442581177},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.36426767676767674,"width":0.1830065359477124,"height":0.010732323232323232,"page":3,"original_page":3},"content":"Revised
+        total. 245.00","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7559733480215072},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.1: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7197816997766495},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4255050505050505,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.2: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7241321921348571},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.46085858585858586,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.3: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7395129382610321},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4962121212121212,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.4: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7290821939706802},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5315656565656566,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.5: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7154147416353225},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5669191919191919,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.6: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7340064704418182},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6022727272727273,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.7: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7154147416353225},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6376262626262627,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.8: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7204042226076126},"extra":null},{"type":"Figure","bbox":{"left":0.1739501953125,"top":0.74609375,"width":0.244873046875,"height":0.091796875,"page":3,"original_page":3},"content":"Linear
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+        | Page 3 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9031270325183869},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.018308080808080808,"width":0.22712418300653595,"height":0.011994949494949494,"page":4,"original_page":4},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8802960753440857},"extra":null},{"type":"Title","bbox":{"left":0.0718954248366013,"top":0.0422979797979798,"width":0.4387254901960784,"height":0.020833333333333332,"page":4,"original_page":4},"content":"Approval
+        Signature and Watermark","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9190816521644593},"extra":null},{"type":"Key
+        Value","bbox":{"left":0.07026143790849673,"top":0.18181818181818182,"width":0.43790849673202614,"height":0.09090909090909091,"page":4,"original_page":4},"content":"Approved
+        by: Jordan Lee\nSignature: <signature>","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8993409156799317},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.3434343434343434,"width":0.5016339869281046,"height":0.31123737373737376,"page":4,"original_page":4},"content":"Section
+        4.1: Invoice totals, regional revenue, and reconciliation notes. Section 4.2:
+        Invoice totals, regional revenue, and reconciliation notes. DRAFT Section
+        4.3: Invoice totals, regional revenue, and reconciliation notes. Section 4.4:
+        Invoice totals, regional revenue, and reconciliation notes. Section 4.5: Invoice
+        totals, regional revenue, and reconciliation notes. Section 4.6: Invoice totals,
+        regional revenue, and reconciliation notes. Section 4.7: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.8: Invoice totals, regional revenue,
+        and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7228909820318221},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":4,"original_page":4},"content":"Confidential
+        | Page 4 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9192615240812302},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.018308080808080808,"width":0.22712418300653595,"height":0.011994949494949494,"page":5,"original_page":5},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9078197360038758},"extra":null},{"type":"Title","bbox":{"left":0.0727124183006536,"top":0.0422979797979798,"width":0.4305555555555556,"height":0.019570707070707072,"page":5,"original_page":5},"content":"Appendix
+        with Section Boundaries","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9206647515296936},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.09722222222222222,"width":0.09395424836601307,"height":0.023989898989898988,"page":5,"original_page":5},"content":"1.
+        Scope","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8958270728588105},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.0718954248366013,"top":0.16666666666666666,"width":0.12091503267973856,"height":0.015151515151515152,"page":5,"original_page":5},"content":"2.
+        Findings","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9091800391674041},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.2297979797979798,"width":0.22875816993464052,"height":0.012626262626262626,"page":5,"original_page":5},"content":"3.
+        Recommendations","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9221650391817092},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.26452020202020204,"page":5,"original_page":5},"content":"Section
+        5.1: Invoice totals, regional revenue, and reconciliation notes. Section 5.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 5.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.8: Invoice totals, regional revenue, and reconciliation
+        notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7166640102863311},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":5,"original_page":5},"content":"Confidential
+        | Page 5 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9235781162977219},"extra":null}]}],"ocr":null,"custom":null},"parse_mode":null,"document_properties":null}'
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+      - Wed, 02 Sep 2026 22:36:38 GMT
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+      message: ''
+recorded_at: '2026-09-02T22:36:39.334615+00:00'
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and 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+        type: document_url
+      formatting:
+        table_output_format: json
+      model: reducto/parse-v3
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/12566e450245f00659efe20879261f2c702b334a7cb293cffd283d1651354c70.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/12566e450245f00659efe20879261f2c702b334a7cb293cffd283d1651354c70.yaml
new file mode 100644
index 00000000000..1966f6e47ff
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/12566e450245f00659efe20879261f2c702b334a7cb293cffd283d1651354c70.yaml
@@ -0,0 +1,725 @@
+interactions:
+- request:
+    body: !!binary |
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+        Operations Report\n\n# Invoice Summary and Line Items\n\n<table><tr><td>|
+        Item                  | Quantity   | Amount   |\n|-|-|-|\n| Document analysis     |
+        2          | 120.00   |\n| Document verification | 1          | 80.00    |</td></tr><tr><td>|
+        Item continued     | Quantity   | Amount   |\n|-|-|-|\n| Fixture validation
+        | 3          | 45.00    |\n| Provider review    | 1          | 25.00    |</td></tr></table>\n\nSection
+        1.1: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.2: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.3: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.4: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.5: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.6: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.7: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 1 of 5\n\nQuarterly Operations Report\n\n# Revenue Chart and Formula
+        Review\n\nQuarterly revenue bar chart with four blue bars labeled Q1 through
+        Q4. Q1 is the lowest, Q2 is higher, Q3 is lower than Q2, and Q4 is the tallest
+        bar.\n\nBlue geometric line drawing on a square grid, with a central square
+        and diagonal lines extending to the grid corners.\n\n\n\nFormula: gross margin
+        = (revenue - cost) / revenue\n\n\n\nSection 2.1: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.2: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.3: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.4: Invoice totals, regional revenue, and reconciliation
+        notes. Section 2.5: Invoice totals, regional revenue, and reconciliation notes.
+        Section 2.6: Invoice totals, regional revenue, and reconciliation notes. Section
+        2.7: Invoice totals, regional revenue, and reconciliation notes. Section 2.8:
+        Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 2 of 5\n\nQuarterly Operations Report\n\n# Key Values, Link, Highlight,
+        and Comment\n\nInvoice Number: INV-2048\n\nPurchase Order: PO-4096\n\n## https://example.com/invoices/INV-2048\nHighlighted
+        total requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\n\n\n## Revised total. 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nLinear barcode.\n\nConfidential | Page
+        3 of 5\n\nQuarterly Operations Report\n\n# Approval Signature and Watermark\n\nApproved
+        by: Jordan Lee\nSignature: <signature>\n\nSection 4.1: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.2: Invoice totals, regional revenue,
+        and reconciliation notes. DRAFT Section 4.3: Invoice totals, regional revenue,
+        and reconciliation notes. Section 4.4: Invoice totals, regional revenue, and
+        reconciliation notes. Section 4.5: Invoice totals, regional revenue, and reconciliation
+        notes. Section 4.6: Invoice totals, regional revenue, and reconciliation notes.
+        Section 4.7: Invoice totals, regional revenue, and reconciliation notes. Section
+        4.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 4 of 5\n\nQuarterly Operations Report\n\n# Appendix with Section Boundaries\n\n##
+        1. Scope\n\n## 2. Findings\n\n## 3. Recommendations\n\nSection 5.1: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.2: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.3: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.4: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.5: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.6: Invoice totals, regional revenue, and reconciliation
+        notes. Section 5.7: Invoice totals, regional revenue, and reconciliation notes.
+        Section 5.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 5 of 5","embed":"Quarterly Operations Report\n\n# Invoice Summary and
+        Line Items\n\n<table><tr><td>| Item                  | Quantity   | Amount   |\n|-|-|-|\n|
+        Document analysis     | 2          | 120.00   |\n| Document verification |
+        1          | 80.00    |</td></tr><tr><td>| Item continued     | Quantity   |
+        Amount   |\n|-|-|-|\n| Fixture validation | 3          | 45.00    |\n| Provider
+        review    | 1          | 25.00    |</td></tr></table>\n\nSection 1.1: Invoice
+        totals, regional revenue, and reconciliation notes.\n\nSection 1.2: Invoice
+        totals, regional revenue, and reconciliation notes.\n\nSection 1.3: Invoice
+        totals, regional revenue, and reconciliation notes.\n\nSection 1.4: Invoice
+        totals, regional revenue, and reconciliation notes.\n\nSection 1.5: Invoice
+        totals, regional revenue, and reconciliation notes.\n\nSection 1.6: Invoice
+        totals, regional revenue, and reconciliation notes.\n\nSection 1.7: Invoice
+        totals, regional revenue, and reconciliation notes.\n\nSection 1.8: Invoice
+        totals, regional revenue, and reconciliation notes.\n\nConfidential | Page
+        1 of 5\n\nQuarterly Operations Report\n\n# Revenue Chart and Formula Review\n\nQuarterly
+        revenue bar chart with four blue bars labeled Q1 through Q4. Q1 is the lowest,
+        Q2 is higher, Q3 is lower than Q2, and Q4 is the tallest bar.\n\nBlue geometric
+        line drawing on a square grid, with a central square and diagonal lines extending
+        to the grid corners.\n\n\n\nFormula: gross margin = (revenue - cost) / revenue\n\n\n\nSection
+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 2 of 5\n\nQuarterly Operations Report\n\n# Key
+        Values, Link, Highlight, and Comment\n\nInvoice Number: INV-2048\n\nPurchase
+        Order: PO-4096\n\n## https://example.com/invoices/INV-2048\nHighlighted total
+        requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\n\n\n## Revised total. 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nLinear barcode.\n\nConfidential | Page
+        3 of 5\n\nQuarterly Operations Report\n\n# Approval Signature and Watermark\n\nApproved
+        by: Jordan Lee\nSignature: <signature>\n\nSection 4.1: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.2: Invoice totals, regional revenue,
+        and reconciliation notes. DRAFT Section 4.3: Invoice totals, regional revenue,
+        and reconciliation notes. Section 4.4: Invoice totals, regional revenue, and
+        reconciliation notes. Section 4.5: Invoice totals, regional revenue, and reconciliation
+        notes. Section 4.6: Invoice totals, regional revenue, and reconciliation notes.
+        Section 4.7: Invoice totals, regional revenue, and reconciliation notes. Section
+        4.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 4 of 5\n\nQuarterly Operations Report\n\n# Appendix with Section Boundaries\n\n##
+        1. Scope\n\n## 2. Findings\n\n## 3. Recommendations\n\nSection 5.1: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.2: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.3: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.4: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.5: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.6: Invoice totals, regional revenue, and reconciliation
+        notes. Section 5.7: Invoice totals, regional revenue, and reconciliation notes.
+        Section 5.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
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+        Item                  | Quantity   | Amount   |\n|-|-|-|\n| Document analysis     |
+        2          | 120.00   |\n| Document verification | 1          | 80.00    |</td></tr><tr><td>|
+        Item continued     | Quantity   | Amount   |\n|-|-|-|\n| Fixture validation
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+        Item continued     | Quantity   | Amount   |\n|-|-|-|\n| Fixture validation
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+        1.1: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7204042226076126},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4255050505050505,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.2: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6971822381019592},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.46085858585858586,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.3: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6927557319402695},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4962121212121212,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.4: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6769042581319809},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5315656565656566,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.5: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.683884510397911},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5669191919191919,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
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+        1.8: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6971822381019592},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":1,"original_page":1},"content":"Confidential
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+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9090005308389664},"extra":null},{"type":"Title","bbox":{"left":0.07352941176470588,"top":0.037247474747474744,"width":0.4452614379084967,"height":0.027777777777777776,"page":2,"original_page":2},"content":"Revenue
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+        revenue bar chart with four blue bars labeled Q1 through Q4. Q1 is the lowest,
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+        gross margin = (revenue - cost) / revenue","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9167426466941834},"extra":null},{"type":"Figure","bbox":{"left":0.7423095703125,"top":0.309906005859375,"width":0.076904296875,"height":0.06085205078125,"page":2,"original_page":2},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.3421227872371674},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.26452020202020204,"page":2,"original_page":2},"content":"Section
+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
+        notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6421052008867263},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":2,"original_page":2},"content":"Confidential
+        | Page 2 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9227842718362809},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.017676767676767676,"width":0.22712418300653595,"height":0.012626262626262626,"page":3,"original_page":3},"content":"Quarterly
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+        Values, Link, Highlight, and Comment","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.907549238204956},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.09974747474747475,"width":0.23039215686274508,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Invoice
+        Number: INV-2048","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7455861002206803},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.13131313131313133,"width":0.22712418300653595,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Purchase
+        Order: PO-4096","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7557907789945602},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.26073232323232326,"width":0.3382352941176471,"height":0.03535353535353535,"page":3,"original_page":3},"content":"https://example.com/invoices/INV-2048\nHighlighted
+        total requiring review","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6239689275622368},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.3143939393939394,"width":0.5424836601307189,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Reviewer
+        comment: verify the highlighted total before approval","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6458791196346283},"extra":null},{"type":"Figure","bbox":{"left":0.848846435546875,"top":0.3119659423828125,"width":0.03472900390625,"height":0.025482177734375,"page":3,"original_page":3},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.35475045442581177},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.36426767676767674,"width":0.1830065359477124,"height":0.010732323232323232,"page":3,"original_page":3},"content":"Revised
+        total. 245.00","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7559733271598816},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.1: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7197816997766495},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4255050505050505,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.2: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7241321921348571},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.46085858585858586,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.3: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7395129382610321},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4962121212121212,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.4: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7290821939706802},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5315656565656566,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.5: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7154147416353225},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5669191919191919,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.6: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7340064704418182},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6022727272727273,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.7: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7154147416353225},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6376262626262627,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.8: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7204042226076126},"extra":null},{"type":"Figure","bbox":{"left":0.1739501953125,"top":0.74609375,"width":0.244873046875,"height":0.091796875,"page":3,"original_page":3},"content":"Linear
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+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8802960753440857},"extra":null},{"type":"Title","bbox":{"left":0.0718954248366013,"top":0.0422979797979798,"width":0.4387254901960784,"height":0.020833333333333332,"page":4,"original_page":4},"content":"Approval
+        Signature and Watermark","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9189441114664079},"extra":null},{"type":"Key
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+        by: Jordan Lee\nSignature: <signature>","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8993409156799317},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.3434343434343434,"width":0.5016339869281046,"height":0.31123737373737376,"page":4,"original_page":4},"content":"Section
+        4.1: Invoice totals, regional revenue, and reconciliation notes. Section 4.2:
+        Invoice totals, regional revenue, and reconciliation notes. DRAFT Section
+        4.3: Invoice totals, regional revenue, and reconciliation notes. Section 4.4:
+        Invoice totals, regional revenue, and reconciliation notes. Section 4.5: Invoice
+        totals, regional revenue, and reconciliation notes. Section 4.6: Invoice totals,
+        regional revenue, and reconciliation notes. Section 4.7: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.8: Invoice totals, regional revenue,
+        and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7228909820318221},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":4,"original_page":4},"content":"Confidential
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+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9078197360038758},"extra":null},{"type":"Title","bbox":{"left":0.0727124183006536,"top":0.0422979797979798,"width":0.4305555555555556,"height":0.019570707070707072,"page":5,"original_page":5},"content":"Appendix
+        with Section Boundaries","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.920676475763321},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.09722222222222222,"width":0.09395424836601307,"height":0.023989898989898988,"page":5,"original_page":5},"content":"1.
+        Scope","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8958270728588105},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.0718954248366013,"top":0.16666666666666666,"width":0.12091503267973856,"height":0.015151515151515152,"page":5,"original_page":5},"content":"2.
+        Findings","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9091683983802795},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.2297979797979798,"width":0.22875816993464052,"height":0.012626262626262626,"page":5,"original_page":5},"content":"3.
+        Recommendations","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9221650391817092},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.26452020202020204,"page":5,"original_page":5},"content":"Section
+        5.1: Invoice totals, regional revenue, and reconciliation notes. Section 5.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 5.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.8: Invoice totals, regional revenue, and reconciliation
+        notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7166640102863311},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":5,"original_page":5},"content":"Confidential
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+      - Wed, 02 Sep 2026 22:37:05 GMT
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+recorded_at: '2026-09-02T22:37:06.362377+00:00'
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and 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+        type: document_url
+      formatting:
+        merge_tables: true
+      model: reducto/parse-v3
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/146fb51ea8a9668f5758e10b1dd50f684b65530cd3e799049565f0928f521576.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/146fb51ea8a9668f5758e10b1dd50f684b65530cd3e799049565f0928f521576.yaml
new file mode 100644
index 00000000000..6a27bf3e271
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/146fb51ea8a9668f5758e10b1dd50f684b65530cd3e799049565f0928f521576.yaml
@@ -0,0 +1,720 @@
+interactions:
+- request:
+    body: !!binary |
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+        Operations Report\n\n# Invoice Summary and Line Items\n\n| Item                  |
+        Quantity   | Amount   |\n|-|-|-|\n| Document analysis     | 2          | 120.00   |\n|
+        Document verification | 1          | 80.00    |\n\n| Item continued     |
+        Quantity   | Amount   |\n|-|-|-|\n| Fixture validation | 3          | 45.00    |\n|
+        Provider review    | 1          | 25.00    |\n\nSection 1.1: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.2: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.3: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.4: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.5: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.6: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.7: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.8: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nConfidential | Page 1 of 5\n\nQuarterly
+        Operations Report\n\n# Revenue Chart and Formula Review\n\nQuarterly revenue
+        bar chart with four blue bars labeled Q1, Q2, Q3, and Q4. Q1 is the lowest,
+        Q2 is higher, Q3 is lower than Q2, and Q4 is the tallest bar.\n\nBlue geometric
+        line drawing on a square grid, with a central square and diagonal lines extending
+        to the grid corners.\n\n\n\nFormula: gross margin = (revenue - cost) / revenue\n\n\n\nSection
+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 2 of 5\n\nQuarterly Operations Report\n\n# Key
+        Values, Link, Highlight, and Comment\n\nInvoice Number: INV-2048\n\nPurchase
+        Order: PO-4096\n\n## https://example.com/invoices/INV-2048\nHighlighted total
+        requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\n\n\n## Revised total: 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nLinear barcode.\n\nConfidential | Page
+        3 of 5\n\nQuarterly Operations Report\n\n# Approval Signature and Watermark\n\nApproved
+        by: Jordan Lee\nSignature: <signature>\n\nSection 4.1: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.2: Invoice totals, regional revenue,
+        and reconciliation notes. DRAFT Section 4.3: Invoice totals, regional revenue,
+        and reconciliation notes. Section 4.4: Invoice totals, regional revenue, and
+        reconciliation notes. Section 4.5: Invoice totals, regional revenue, and reconciliation
+        notes. Section 4.6: Invoice totals, regional revenue, and reconciliation notes.
+        Section 4.7: Invoice totals, regional revenue, and reconciliation notes. Section
+        4.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 4 of 5\n\nQuarterly Operations Report\n\n# Appendix with Section Boundaries\n\n##
+        1. Scope\n\n## 2. Findings\n\n## 3. Recommendations\n\nSection 5.1: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.2: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.3: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.4: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.5: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.6: Invoice totals, regional revenue, and reconciliation
+        notes. Section 5.7: Invoice totals, regional revenue, and reconciliation notes.
+        Section 5.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 5 of 5","embed":"Quarterly Operations Report\n\n# Invoice Summary and
+        Line Items\n\n| Item                  | Quantity   | Amount   |\n|-|-|-|\n|
+        Document analysis     | 2          | 120.00   |\n| Document verification |
+        1          | 80.00    |\n\n| Item continued     | Quantity   | Amount   |\n|-|-|-|\n|
+        Fixture validation | 3          | 45.00    |\n| Provider review    | 1          |
+        25.00    |\n\nSection 1.1: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.2: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.3: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.4: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.5: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.6: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.7: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 1 of 5\n\nQuarterly Operations Report\n\n# Revenue
+        Chart and Formula Review\n\nQuarterly revenue bar chart with four blue bars
+        labeled Q1, Q2, Q3, and Q4. Q1 is the lowest, Q2 is higher, Q3 is lower than
+        Q2, and Q4 is the tallest bar.\n\nBlue geometric line drawing on a square
+        grid, with a central square and diagonal lines extending to the grid corners.\n\n\n\nFormula:
+        gross margin = (revenue - cost) / revenue\n\n\n\nSection 2.1: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.2: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.3: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.4: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.5: Invoice totals, regional revenue, and reconciliation
+        notes. Section 2.6: Invoice totals, regional revenue, and reconciliation notes.
+        Section 2.7: Invoice totals, regional revenue, and reconciliation notes. Section
+        2.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 2 of 5\n\nQuarterly Operations Report\n\n# Key Values, Link, Highlight,
+        and Comment\n\nInvoice Number: INV-2048\n\nPurchase Order: PO-4096\n\n## https://example.com/invoices/INV-2048\nHighlighted
+        total requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\n\n\n## Revised total: 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nLinear barcode.\n\nConfidential | Page
+        3 of 5\n\nQuarterly Operations Report\n\n# Approval Signature and Watermark\n\nApproved
+        by: Jordan Lee\nSignature: <signature>\n\nSection 4.1: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.2: Invoice totals, regional revenue,
+        and reconciliation notes. DRAFT Section 4.3: Invoice totals, regional revenue,
+        and reconciliation notes. Section 4.4: Invoice totals, regional revenue, and
+        reconciliation notes. Section 4.5: Invoice totals, regional revenue, and reconciliation
+        notes. Section 4.6: Invoice totals, regional revenue, and reconciliation notes.
+        Section 4.7: Invoice totals, regional revenue, and reconciliation notes. Section
+        4.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 4 of 5\n\nQuarterly Operations Report\n\n# Appendix with Section Boundaries\n\n##
+        1. Scope\n\n## 2. Findings\n\n## 3. Recommendations\n\nSection 5.1: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.2: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.3: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.4: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.5: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.6: Invoice totals, regional revenue, and reconciliation
+        notes. Section 5.7: Invoice totals, regional revenue, and reconciliation notes.
+        Section 5.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
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+        Item                  | Quantity   | Amount   |\n|-|-|-|\n| Document analysis     |
+        2          | 120.00   |\n| Document verification | 1          | 80.00    |","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9576186398665111},"extra":null},{"type":"Table","bbox":{"left":0.0727124183006536,"top":0.24116161616161616,"width":0.8488562091503268,"height":0.13320707070707072,"page":1,"original_page":1},"content":"|
+        Item continued     | Quantity   | Amount   |\n|-|-|-|\n| Fixture validation
+        | 3          | 45.00    |\n| Provider review    | 1          | 25.00    |","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9573022246360778},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.1: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7204042226076126},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4255050505050505,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.2: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6971822381019592},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.46085858585858586,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.3: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6927557319402695},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4962121212121212,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.4: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6769042581319809},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5315656565656566,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.5: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.683884510397911},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5669191919191919,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
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+        1.8: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6971822381019592},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":1,"original_page":1},"content":"Confidential
+        | Page 1 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9209042668342591},"extra":null},{"type":"Header","bbox":{"left":0.07352941176470588,"top":0.012626262626262626,"width":0.22549019607843138,"height":0.01893939393939394,"page":2,"original_page":2},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9158882468938827},"extra":null},{"type":"Title","bbox":{"left":0.07352941176470588,"top":0.037247474747474744,"width":0.4452614379084967,"height":0.027777777777777776,"page":2,"original_page":2},"content":"Revenue
+        Chart and Formula Review","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8688214063644409},"extra":null},{"type":"Figure","bbox":{"left":0.10457516339869281,"top":0.07386363636363637,"width":0.6070261437908496,"height":0.1849747474747475,"page":2,"original_page":2},"content":"Quarterly
+        revenue bar chart with four blue bars labeled Q1, Q2, Q3, and Q4. Q1 is the
+        lowest, Q2 is higher, Q3 is lower than Q2, and Q4 is the tallest bar.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.632087941467762},"extra":null},{"type":"Figure","bbox":{"left":0.741607666015625,"top":0.0819091796875,"width":0.11834716796875,"height":0.092529296875,"page":2,"original_page":2},"content":"Blue
+        geometric line drawing on a square grid, with a central square and diagonal
+        lines extending to the grid corners.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.303449621796608},"extra":null},{"type":"Figure","bbox":{"left":0.741546630859375,"top":0.20660400390625,"width":0.11749267578125,"height":0.0811767578125,"page":2,"original_page":2},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.28771371841430665},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.29292929292929293,"width":0.33169934640522875,"height":0.015782828282828284,"page":2,"original_page":2},"content":"Formula:
+        gross margin = (revenue - cost) / revenue","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9167426466941834},"extra":null},{"type":"Figure","bbox":{"left":0.7423095703125,"top":0.309906005859375,"width":0.076904296875,"height":0.06085205078125,"page":2,"original_page":2},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.3421227872371674},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.26452020202020204,"page":2,"original_page":2},"content":"Section
+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
+        notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6421052008867263},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":2,"original_page":2},"content":"Confidential
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+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8119083762168884},"extra":null},{"type":"Title","bbox":{"left":0.07352941176470588,"top":0.037247474747474744,"width":0.5236928104575164,"height":0.027777777777777776,"page":3,"original_page":3},"content":"Key
+        Values, Link, Highlight, and Comment","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.907549238204956},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.09974747474747475,"width":0.23039215686274508,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Invoice
+        Number: INV-2048","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7455861002206803},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.13131313131313133,"width":0.22712418300653595,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Purchase
+        Order: PO-4096","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7557907789945602},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.25757575757575757,"width":0.33986928104575165,"height":0.03977272727272727,"page":3,"original_page":3},"content":"https://example.com/invoices/INV-2048\nHighlighted
+        total requiring review","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6302183195948601},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.3143939393939394,"width":0.5424836601307189,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Reviewer
+        comment: verify the highlighted total before approval","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6458791196346283},"extra":null},{"type":"Figure","bbox":{"left":0.848846435546875,"top":0.3119659423828125,"width":0.03472900390625,"height":0.025482177734375,"page":3,"original_page":3},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.35475045442581177},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.35858585858585856,"width":0.18382352941176472,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Revised
+        total: 245.00","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7779713898897171},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.1: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7197816997766495},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4255050505050505,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.2: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7241321921348571},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.46085858585858586,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.3: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7395129382610321},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4962121212121212,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.4: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7290821939706802},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5315656565656566,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.5: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7154147416353225},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5669191919191919,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.6: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7340064704418182},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6022727272727273,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.7: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7154147416353225},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6376262626262627,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.8: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7204042226076126},"extra":null},{"type":"Figure","bbox":{"left":0.1739501953125,"top":0.74609375,"width":0.244873046875,"height":0.091796875,"page":3,"original_page":3},"content":"Linear
+        barcode.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6302859634160995},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":3,"original_page":3},"content":"Confidential
+        | Page 3 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9031270325183869},"extra":null},{"type":"Header","bbox":{"left":0.07352941176470588,"top":0.012626262626262626,"width":0.22549019607843138,"height":0.01893939393939394,"page":4,"original_page":4},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8866333156824112},"extra":null},{"type":"Title","bbox":{"left":0.07352941176470588,"top":0.037247474747474744,"width":0.43709150326797386,"height":0.027777777777777776,"page":4,"original_page":4},"content":"Approval
+        Signature and Watermark","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9254029124975205},"extra":null},{"type":"Key
+        Value","bbox":{"left":0.07026143790849673,"top":0.18181818181818182,"width":0.43790849673202614,"height":0.09090909090909091,"page":4,"original_page":4},"content":"Approved
+        by: Jordan Lee\nSignature: <signature>","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8993409156799317},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.3434343434343434,"width":0.5016339869281046,"height":0.31123737373737376,"page":4,"original_page":4},"content":"Section
+        4.1: Invoice totals, regional revenue, and reconciliation notes. Section 4.2:
+        Invoice totals, regional revenue, and reconciliation notes. DRAFT Section
+        4.3: Invoice totals, regional revenue, and reconciliation notes. Section 4.4:
+        Invoice totals, regional revenue, and reconciliation notes. Section 4.5: Invoice
+        totals, regional revenue, and reconciliation notes. Section 4.6: Invoice totals,
+        regional revenue, and reconciliation notes. Section 4.7: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.8: Invoice totals, regional revenue,
+        and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7228909820318221},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":4,"original_page":4},"content":"Confidential
+        | Page 4 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9192615240812302},"extra":null},{"type":"Header","bbox":{"left":0.07352941176470588,"top":0.012626262626262626,"width":0.22549019607843138,"height":0.01893939393939394,"page":5,"original_page":5},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9141569763422013},"extra":null},{"type":"Title","bbox":{"left":0.07352941176470588,"top":0.037247474747474744,"width":0.43137254901960786,"height":0.027777777777777776,"page":5,"original_page":5},"content":"Appendix
+        with Section Boundaries","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.936023497581482},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.09722222222222222,"width":0.09395424836601307,"height":0.023989898989898988,"page":5,"original_page":5},"content":"1.
+        Scope","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8958270728588105},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.16035353535353536,"width":0.12009803921568628,"height":0.023989898989898988,"page":5,"original_page":5},"content":"2.
+        Findings","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9198123335838317},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.22348484848484848,"width":0.2295751633986928,"height":0.023989898989898988,"page":5,"original_page":5},"content":"3.
+        Recommendations","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9286912649869918},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.26452020202020204,"page":5,"original_page":5},"content":"Section
+        5.1: Invoice totals, regional revenue, and reconciliation notes. Section 5.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 5.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.8: Invoice totals, regional revenue, and reconciliation
+        notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7166640102863311},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":5,"original_page":5},"content":"Confidential
+        | Page 5 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9235781162977219},"extra":null}]}],"ocr":null,"custom":null},"parse_mode":null,"document_properties":null}'
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+      Content-Type:
+      - application/json
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+      - Wed, 02 Sep 2026 22:36:43 GMT
+    status:
+      code: 200
+      message: ''
+recorded_at: '2026-09-02T22:36:44.396206+00:00'
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and 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+        type: document_url
+      model: reducto/parse-v3
+      settings:
+        extraction_mode: metadata
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/15088f13e65f30977ea52c4896848cc05000d78ce7e0ddbdf1eb7e9e0fd85e8e.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/15088f13e65f30977ea52c4896848cc05000d78ce7e0ddbdf1eb7e9e0fd85e8e.yaml
new file mode 100644
index 00000000000..3ed384d0bfb
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/15088f13e65f30977ea52c4896848cc05000d78ce7e0ddbdf1eb7e9e0fd85e8e.yaml
@@ -0,0 +1,722 @@
+interactions:
+- request:
+    body: !!binary |
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+        Operations Report\n\n# Invoice Summary and Line Items\n\n| Item                  |
+        Quantity   | Amount   |\n|-|-|-|\n| Document analysis     | 2          | 120.00   |\n|
+        Document verification | 1          | 80.00    |\n\n| Item continued     |
+        Quantity   | Amount   |\n|-|-|-|\n| Fixture validation | 3          | 45.00    |\n|
+        Provider review    | 1          | 25.00    |\n\nSection 1.1: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.2: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.3: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.4: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.5: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.6: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.7: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.8: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nConfidential | Page 1 of 5\n\nQuarterly
+        Operations Report\n\n# Revenue Chart and Formula Review\n\nQuarterly revenue
+        bar chart with four blue bars labeled Q1 through Q4. Q1 is the lowest, Q2
+        is higher, Q3 is lower than Q2, and Q4 is the tallest bar; no numeric y-axis
+        or units are shown.\n\nBlue geometric line drawing on a square grid, with
+        a central square and diagonal lines extending to the grid corners.\n\n\n\nFormula:
+        gross margin = (revenue - cost) / revenue\n\n\n\nSection 2.1: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.2: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.3: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.4: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.5: Invoice totals, regional revenue, and reconciliation
+        notes. Section 2.6: Invoice totals, regional revenue, and reconciliation notes.
+        Section 2.7: Invoice totals, regional revenue, and reconciliation notes. Section
+        2.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 2 of 5\n\nQuarterly Operations Report\n\n# Key Values, Link, Highlight,
+        and Comment\n\nInvoice Number: INV-2048\n\nPurchase Order: PO-4096\n\n## https://example.com/invoices/INV-2048\nHighlighted
+        total requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\n\n\n## Revised total. 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nLinear barcode.\n\nConfidential | Page
+        3 of 5\n\nQuarterly Operations Report\n\n# Approval Signature and Watermark\n\nApproved
+        by: Jordan Lee\nSignature: <signature>\n\nSection 4.1: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.2: Invoice totals, regional revenue,
+        and reconciliation notes. DRAFT Section 4.3: Invoice totals, regional revenue,
+        and reconciliation notes. Section 4.4: Invoice totals, regional revenue, and
+        reconciliation notes. Section 4.5: Invoice totals, regional revenue, and reconciliation
+        notes. Section 4.6: Invoice totals, regional revenue, and reconciliation notes.
+        Section 4.7: Invoice totals, regional revenue, and reconciliation notes. Section
+        4.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 4 of 5\n\nQuarterly Operations Report\n\n# Appendix with Section Boundaries\n\n##
+        1. Scope\n\n## 2. Findings\n\n## 3. Recommendations\n\nSection 5.1: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.2: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.3: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.4: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.5: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.6: Invoice totals, regional revenue, and reconciliation
+        notes. Section 5.7: Invoice totals, regional revenue, and reconciliation notes.
+        Section 5.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 5 of 5","embed":"Quarterly Operations Report\n\n# Invoice Summary and
+        Line Items\n\n| Item                  | Quantity   | Amount   |\n|-|-|-|\n|
+        Document analysis     | 2          | 120.00   |\n| Document verification |
+        1          | 80.00    |\n\n| Item continued     | Quantity   | Amount   |\n|-|-|-|\n|
+        Fixture validation | 3          | 45.00    |\n| Provider review    | 1          |
+        25.00    |\n\nSection 1.1: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.2: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.3: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.4: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.5: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.6: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.7: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 1 of 5\n\nQuarterly Operations Report\n\n# Revenue
+        Chart and Formula Review\n\nQuarterly revenue bar chart with four blue bars
+        labeled Q1 through Q4. Q1 is the lowest, Q2 is higher, Q3 is lower than Q2,
+        and Q4 is the tallest bar; no numeric y-axis or units are shown.\n\nBlue geometric
+        line drawing on a square grid, with a central square and diagonal lines extending
+        to the grid corners.\n\n\n\nFormula: gross margin = (revenue - cost) / revenue\n\n\n\nSection
+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 2 of 5\n\nQuarterly Operations Report\n\n# Key
+        Values, Link, Highlight, and Comment\n\nInvoice Number: INV-2048\n\nPurchase
+        Order: PO-4096\n\n## https://example.com/invoices/INV-2048\nHighlighted total
+        requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\n\n\n## Revised total. 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nLinear barcode.\n\nConfidential | Page
+        3 of 5\n\nQuarterly Operations Report\n\n# Approval Signature and Watermark\n\nApproved
+        by: Jordan Lee\nSignature: <signature>\n\nSection 4.1: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.2: Invoice totals, regional revenue,
+        and reconciliation notes. DRAFT Section 4.3: Invoice totals, regional revenue,
+        and reconciliation notes. Section 4.4: Invoice totals, regional revenue, and
+        reconciliation notes. Section 4.5: Invoice totals, regional revenue, and reconciliation
+        notes. Section 4.6: Invoice totals, regional revenue, and reconciliation notes.
+        Section 4.7: Invoice totals, regional revenue, and reconciliation notes. Section
+        4.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 4 of 5\n\nQuarterly Operations Report\n\n# Appendix with Section Boundaries\n\n##
+        1. Scope\n\n## 2. Findings\n\n## 3. Recommendations\n\nSection 5.1: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.2: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.3: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.4: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.5: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.6: Invoice totals, regional revenue, and reconciliation
+        notes. Section 5.7: Invoice totals, regional revenue, and reconciliation notes.
+        Section 5.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
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+        Item                  | Quantity   | Amount   |\n|-|-|-|\n| Document analysis     |
+        2          | 120.00   |\n| Document verification | 1          | 80.00    |","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9576186398665111},"extra":null},{"type":"Table","bbox":{"left":0.0727124183006536,"top":0.24116161616161616,"width":0.8488562091503268,"height":0.13320707070707072,"page":1,"original_page":1},"content":"|
+        Item continued     | Quantity   | Amount   |\n|-|-|-|\n| Fixture validation
+        | 3          | 45.00    |\n| Provider review    | 1          | 25.00    |","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9573022246360778},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.1: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7204042226076126},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4255050505050505,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.2: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6971822381019592},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.46085858585858586,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.3: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6927557319402695},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4962121212121212,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.4: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6769042581319809},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5315656565656566,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.5: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.683884510397911},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5669191919191919,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.6: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7034911513328552},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6022727272727273,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.7: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6940211951732635},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6376262626262627,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.8: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6971822381019592},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":1,"original_page":1},"content":"Confidential
+        | Page 1 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9209042668342591},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.017676767676767676,"width":0.22712418300653595,"height":0.012626262626262626,"page":2,"original_page":2},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9090005308389664},"extra":null},{"type":"Title","bbox":{"left":0.07352941176470588,"top":0.037247474747474744,"width":0.4452614379084967,"height":0.027777777777777776,"page":2,"original_page":2},"content":"Revenue
+        Chart and Formula Review","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8688214063644409},"extra":null},{"type":"Figure","bbox":{"left":0.10457516339869281,"top":0.07386363636363637,"width":0.6070261437908496,"height":0.1849747474747475,"page":2,"original_page":2},"content":"Quarterly
+        revenue bar chart with four blue bars labeled Q1 through Q4. Q1 is the lowest,
+        Q2 is higher, Q3 is lower than Q2, and Q4 is the tallest bar; no numeric y-axis
+        or units are shown.","image_url":null,"chart_data":null,"confidence":"low","granular_confidence":{"extract_confidence":null,"parse_confidence":0.41049053817987446},"extra":null},{"type":"Figure","bbox":{"left":0.741607666015625,"top":0.0819091796875,"width":0.11834716796875,"height":0.092529296875,"page":2,"original_page":2},"content":"Blue
+        geometric line drawing on a square grid, with a central square and diagonal
+        lines extending to the grid corners.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.303449621796608},"extra":null},{"type":"Figure","bbox":{"left":0.741546630859375,"top":0.20660400390625,"width":0.11749267578125,"height":0.0811767578125,"page":2,"original_page":2},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.28771371841430665},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.29292929292929293,"width":0.33169934640522875,"height":0.015782828282828284,"page":2,"original_page":2},"content":"Formula:
+        gross margin = (revenue - cost) / revenue","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9167426466941834},"extra":null},{"type":"Figure","bbox":{"left":0.7423095703125,"top":0.309906005859375,"width":0.076904296875,"height":0.06085205078125,"page":2,"original_page":2},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.3421227872371674},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.26452020202020204,"page":2,"original_page":2},"content":"Section
+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
+        notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6421052008867263},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":2,"original_page":2},"content":"Confidential
+        | Page 2 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9227842718362809},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.017676767676767676,"width":0.22712418300653595,"height":0.012626262626262626,"page":3,"original_page":3},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.805020660161972},"extra":null},{"type":"Title","bbox":{"left":0.07352941176470588,"top":0.037247474747474744,"width":0.5236928104575164,"height":0.027777777777777776,"page":3,"original_page":3},"content":"Key
+        Values, Link, Highlight, and Comment","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.907549238204956},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.09974747474747475,"width":0.23039215686274508,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Invoice
+        Number: INV-2048","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7455861002206803},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.13131313131313133,"width":0.22712418300653595,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Purchase
+        Order: PO-4096","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7557907789945602},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.26073232323232326,"width":0.3382352941176471,"height":0.03535353535353535,"page":3,"original_page":3},"content":"https://example.com/invoices/INV-2048\nHighlighted
+        total requiring review","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6238544598221779},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.3143939393939394,"width":0.5424836601307189,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Reviewer
+        comment: verify the highlighted total before approval","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6458791196346283},"extra":null},{"type":"Figure","bbox":{"left":0.848846435546875,"top":0.3119659423828125,"width":0.03472900390625,"height":0.025482177734375,"page":3,"original_page":3},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.35475045442581177},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.36426767676767674,"width":0.1830065359477124,"height":0.010732323232323232,"page":3,"original_page":3},"content":"Revised
+        total. 245.00","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7559733480215072},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.1: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7197816997766495},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4255050505050505,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.2: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7241321921348571},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.46085858585858586,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.3: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7395129382610321},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4962121212121212,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.4: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7290821939706802},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5315656565656566,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.5: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7154147416353225},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5669191919191919,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.6: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7340064704418182},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6022727272727273,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.7: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7154147416353225},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6376262626262627,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.8: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7204042226076126},"extra":null},{"type":"Figure","bbox":{"left":0.1739501953125,"top":0.74609375,"width":0.244873046875,"height":0.091796875,"page":3,"original_page":3},"content":"Linear
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+        | Page 3 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9031270325183869},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.018308080808080808,"width":0.22712418300653595,"height":0.011994949494949494,"page":4,"original_page":4},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8802960753440857},"extra":null},{"type":"Title","bbox":{"left":0.0718954248366013,"top":0.0422979797979798,"width":0.4387254901960784,"height":0.020833333333333332,"page":4,"original_page":4},"content":"Approval
+        Signature and Watermark","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9189441114664079},"extra":null},{"type":"Key
+        Value","bbox":{"left":0.07026143790849673,"top":0.18181818181818182,"width":0.43790849673202614,"height":0.09090909090909091,"page":4,"original_page":4},"content":"Approved
+        by: Jordan Lee\nSignature: <signature>","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8993409156799317},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.3434343434343434,"width":0.5016339869281046,"height":0.31123737373737376,"page":4,"original_page":4},"content":"Section
+        4.1: Invoice totals, regional revenue, and reconciliation notes. Section 4.2:
+        Invoice totals, regional revenue, and reconciliation notes. DRAFT Section
+        4.3: Invoice totals, regional revenue, and reconciliation notes. Section 4.4:
+        Invoice totals, regional revenue, and reconciliation notes. Section 4.5: Invoice
+        totals, regional revenue, and reconciliation notes. Section 4.6: Invoice totals,
+        regional revenue, and reconciliation notes. Section 4.7: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.8: Invoice totals, regional revenue,
+        and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7228909820318221},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":4,"original_page":4},"content":"Confidential
+        | Page 4 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9192615240812302},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.018308080808080808,"width":0.22712418300653595,"height":0.011994949494949494,"page":5,"original_page":5},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9078197360038758},"extra":null},{"type":"Title","bbox":{"left":0.0727124183006536,"top":0.0422979797979798,"width":0.4305555555555556,"height":0.019570707070707072,"page":5,"original_page":5},"content":"Appendix
+        with Section Boundaries","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9206647515296936},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.09722222222222222,"width":0.09395424836601307,"height":0.023989898989898988,"page":5,"original_page":5},"content":"1.
+        Scope","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8958270728588105},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.0718954248366013,"top":0.16666666666666666,"width":0.12091503267973856,"height":0.015151515151515152,"page":5,"original_page":5},"content":"2.
+        Findings","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9091800391674041},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.2297979797979798,"width":0.22875816993464052,"height":0.012626262626262626,"page":5,"original_page":5},"content":"3.
+        Recommendations","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9221650391817092},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.26452020202020204,"page":5,"original_page":5},"content":"Section
+        5.1: Invoice totals, regional revenue, and reconciliation notes. Section 5.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 5.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.8: Invoice totals, regional revenue, and reconciliation
+        notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7166640102863311},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":5,"original_page":5},"content":"Confidential
+        | Page 5 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9235781162977219},"extra":null}]}],"ocr":null,"custom":null},"parse_mode":null,"document_properties":null}'
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+      - Wed, 02 Sep 2026 22:37:03 GMT
+    status:
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+      message: ''
+recorded_at: '2026-09-02T22:37:03.360599+00:00'
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 3.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 3.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 3.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
21 0 obj
<<
/Length 1494
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Approval Signature and Watermark) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 4 of 5) Tj T* ET
q
.827451 .827451 .827451 rg
BT /F2 54 Tf 64.8 TL ET
.906308 .422618 -0.422618 .906308 110 390 cm
BT 1 0 0 1 0 0 Tm (DRAFT) Tj T* ET
Q
0 0 0 rg
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 635 Tm (Approved by: Jordan Lee) Tj T* ET
n 45 610 m 310 610 l S
n 55 595 m 75 625 112 602 155 600 c S
BT 1 0 0 1 45 580 Tm (Signature) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 4.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 4.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 4.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 4.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 4.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 4.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 4.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 4.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
22 0 obj
<<
/Length 1327
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Appendix with Section Boundaries) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 5 of 5) Tj T* ET
BT /F2 14 Tf 16.8 TL ET
BT 1 0 0 1 45 700 Tm (1. Scope) Tj T* ET
BT 1 0 0 1 45 650 Tm (2. Findings) Tj T* ET
BT 1 0 0 1 45 600 Tm (3. Recommendations) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 5.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 5.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 5.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 5.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 5.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 5.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 5.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 5.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
xref
0 23
0000000000 65535 f 
0000000061 00000 n 
0000000102 00000 n 
0000000209 00000 n 
0000000321 00000 n 
0000000516 00000 n 
0000006322 00000 n 
0000012824 00000 n 
0000014142 00000 n 
0000014496 00000 n 
0000014664 00000 n 
0000014850 00000 n 
0000015028 00000 n 
0000015256 00000 n 
0000015452 00000 n 
0000015648 00000 n 
0000015718 00000 n 
0000016128 00000 n 
0000016215 00000 n 
0000018552 00000 n 
0000020327 00000 n 
0000022845 00000 n 
0000024391 00000 n 
trailer
<<
/ID 
[<cb011a3ef088e46b638e8b45c01a470f><cb011a3ef088e46b638e8b45c01a470f>]
% ReportLab generated PDF document -- digest (opensource)

/Info 16 0 R
/Root 15 0 R
/Size 23
>>
startxref
25770
%%EOF

+        type: document_url
+      model: reducto/parse-v3
+      settings:
+        timeout: 300.0
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/1d4bec047dee87eab29a9c335fd196347d3bceff626d64ba4628768fcf4095ee.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/1d4bec047dee87eab29a9c335fd196347d3bceff626d64ba4628768fcf4095ee.yaml
new file mode 100644
index 00000000000..d3053472ea9
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/1d4bec047dee87eab29a9c335fd196347d3bceff626d64ba4628768fcf4095ee.yaml
@@ -0,0 +1,71 @@
+interactions:
+- request:
+    body: !!binary |
+      LS1mOTY3MGM3NTExM2E4OTEzMTE4ODllNzk0NjcyMjgxNA0KQ29udGVudC1EaXNwb3NpdGlvbjog
+      Zm9ybS1kYXRhOyBuYW1lPSJmaWxlIjsgZmlsZW5hbWU9ImRvY3VtZW50Ig0KQ29udGVudC1UeXBl
+      OiBpbWFnZS9wbmcNCg0KiVBORw0KGgoAAAANSUhEUgAAAUAAAABQCAIAAADnUzvSAAABfUlEQVR4
+      nO3dwY2DMBRAQbza/ltmK+BAhNd+YaYAcEBPPnwC4zzPA2j6Wb0A4HMChjABQ5iAIUzAECZgCBMw
+      hAkYwgQMYQKGMAFD2O9TBxpjHDM99cz2U+vcbT1XdnvW/er3zl7nWHTfZ99fOzCECRjCBAxhAoYw
+      AUOYgCFMwBD22Bx41bz06viz5427rWc3s+efd897Lrrvs++vHRjCBAxhAoYwAUOYgCFMwBAmYAib
+      Pgfmne7Ow2ef91vZgSFMwBAmYAgTMIQJGMIEDGEChjBzYNjof8V32YEhTMAQJmAIEzCECRjCBAxh
+      AoYwc2BebSx6X/dTx7cDQ5iAIUzAECZgCBMwhAkYwgQMYebAvML40u8z24EhTMAQJmAIEzCECRjC
+      BAxhAoawsdt7bq/sts7d1nNl1Zxz1XUek6/nbt9DtgNDmIAhTMAQJmAIEzCECRjCBAxhj82Bgf9n
+      B4YwAUOYgCFMwBAmYAgTMIQJGMIEDGEChjABQ5iA4ej6A6GiUaF+b+RaAAAAAElFTkSuQmCCDQot
+      LWY5NjcwYzc1MTEzYTg5MTMxMTg4OWU3OTQ2NzIyODE0LS0NCg==
+    headers:
+      Accept:
+      - '*/*'
+      Content-Type:
+      - multipart/form-data; boundary=f9670c75113a891311889e7946722814
+      User-Agent:
+      - litellm/1.101.0
+    method: POST
+    uri: http://parity-provider.invalid/upload
+  response:
+    body:
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+      model: reducto/parse-v3
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diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/211cc4375cfe8f749a2b8a719166fe3763471a7dffdcc3694f85f1326f1e7b52.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/211cc4375cfe8f749a2b8a719166fe3763471a7dffdcc3694f85f1326f1e7b52.yaml
new file mode 100644
index 00000000000..c0524c7fa83
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/211cc4375cfe8f749a2b8a719166fe3763471a7dffdcc3694f85f1326f1e7b52.yaml
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+        Operations Report\n\n# Invoice Summary and Line Items\n\n| Item                  |
+        Quantity   | Amount   |\n|-|-|-|\n| Document analysis     | 2          | 120.00   |\n|
+        Document verification | 1          | 80.00    |\n\n| Item continued     |
+        Quantity   | Amount   |\n|-|-|-|\n| Fixture validation | 3          | 45.00    |\n|
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+        regional revenue, and reconciliation notes.\n\nSection 1.3: Invoice totals,
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+        regional revenue, and reconciliation notes.\n\nSection 1.7: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.8: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nConfidential | Page 1 of 5\n\nQuarterly
+        Operations Report# Revenue Chart and Formula Review\n\nQuarterly revenue bar
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+        Operations Report\n\n# Invoice Summary and Line Items\n\n| Item                  |
+        Quantity   | Amount   |\n|-|-|-|\n| Document analysis     | 2          | 120.00   |\n|
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+        Quantity   | Amount   |\n|-|-|-|\n| Fixture validation | 3          | 45.00    |\n|
+        Provider review    | 1          | 25.00    |\n\nSection 1.1: Invoice totals,
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+        regional revenue, and reconciliation notes.\n\nSection 1.5: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.6: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.7: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.8: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nConfidential | Page 1 of 5\n\nQuarterly
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+        Item continued     | Quantity   | Amount   |\n|-|-|-|\n| Fixture validation
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+        1.4: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6769042581319809},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5315656565656566,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.5: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.683884510397911},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5669191919191919,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.6: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7034911513328552},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6022727272727273,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.7: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6940211951732635},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6376262626262627,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.8: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6971822381019592},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":1,"original_page":1},"content":"Confidential
+        | Page 1 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9209042668342591},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.017676767676767676,"width":0.22712418300653595,"height":0.012626262626262626,"page":2,"original_page":2},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9090005308389664},"extra":null}]},{"content":"ection
+        1.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 1 of 5\n\nQuarterly Operations Report# Revenue Chart and Formula Review\n\nQuarterly
+        revenue bar chart with four blue bars labeled Q1 through Q4. Q1 is the lowest,
+        Q2 is higher, Q3 is lower than Q2, and Q4 is the tallest bar.\n\nBlue geometric
+        line drawing on a square grid, with a central square and diagonal lines extending
+        to the grid corners.\n\n\n\nFormula: gross margin = (revenue - cost) / revenue\n\n\n\nSection
+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 2 of 5\n\nQuarterly Operations Report\n\n# Key
+        Values, Link, Highlight, and Comment\n\nInvoice Number: INV-2048\n\nPurchase
+        Order: PO-4096\n\n## https://example.com/invoices/INV-2048\nHighlighted total
+        requiring review\n\nReviewer comment: verify the highlighted total before
+        approval# Key Values, Link, Highlight, and Comment (cont.)\n\n## Revised total.
+        245.00\n\nSection 3.1: Invoice totals, regional revenue, and","embed":"ection
+        1.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 1 of 5\n\nQuarterly Operations Report# Revenue Chart and Formula Review\n\nQuarterly
+        revenue bar chart with four blue bars labeled Q1 through Q4. Q1 is the lowest,
+        Q2 is higher, Q3 is lower than Q2, and Q4 is the tallest bar.\n\nBlue geometric
+        line drawing on a square grid, with a central square and diagonal lines extending
+        to the grid corners.\n\n\n\nFormula: gross margin = (revenue - cost) / revenue\n\n\n\nSection
+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 2 of 5\n\nQuarterly Operations Report\n\n# Key
+        Values, Link, Highlight, and Comment\n\nInvoice Number: INV-2048\n\nPurchase
+        Order: PO-4096\n\n## https://example.com/invoices/INV-2048\nHighlighted total
+        requiring review\n\nReviewer comment: verify the highlighted total before
+        approval# Key Values, Link, Highlight, and Comment (cont.)\n\n## Revised total.
+        245.00\n\nSection 3.1: Invoice totals, regional revenue, and","enriched":null,"enrichment_success":false,"blocks":[{"type":"Title","bbox":{"left":0.07352941176470588,"top":0.037247474747474744,"width":0.4452614379084967,"height":0.027777777777777776,"page":2,"original_page":2},"content":"Revenue
+        Chart and Formula Review","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8688214063644409},"extra":null},{"type":"Figure","bbox":{"left":0.10457516339869281,"top":0.07386363636363637,"width":0.6070261437908496,"height":0.1849747474747475,"page":2,"original_page":2},"content":"Quarterly
+        revenue bar chart with four blue bars labeled Q1 through Q4. Q1 is the lowest,
+        Q2 is higher, Q3 is lower than Q2, and Q4 is the tallest bar.","image_url":null,"chart_data":null,"confidence":"low","granular_confidence":{"extract_confidence":null,"parse_confidence":0.4104905590415001},"extra":null},{"type":"Figure","bbox":{"left":0.741607666015625,"top":0.0819091796875,"width":0.11834716796875,"height":0.092529296875,"page":2,"original_page":2},"content":"Blue
+        geometric line drawing on a square grid, with a central square and diagonal
+        lines extending to the grid corners.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.303449621796608},"extra":null},{"type":"Figure","bbox":{"left":0.741546630859375,"top":0.20660400390625,"width":0.11749267578125,"height":0.0811767578125,"page":2,"original_page":2},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.28771371841430665},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.29292929292929293,"width":0.33169934640522875,"height":0.015782828282828284,"page":2,"original_page":2},"content":"Formula:
+        gross margin = (revenue - cost) / revenue","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9167426466941834},"extra":null},{"type":"Figure","bbox":{"left":0.7423095703125,"top":0.309906005859375,"width":0.076904296875,"height":0.06085205078125,"page":2,"original_page":2},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.3421227872371674},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.26452020202020204,"page":2,"original_page":2},"content":"Section
+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
+        notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6421052008867263},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":2,"original_page":2},"content":"Confidential
+        | Page 2 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9227842718362809},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.017676767676767676,"width":0.22712418300653595,"height":0.012626262626262626,"page":3,"original_page":3},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.805020660161972},"extra":null},{"type":"Title","bbox":{"left":0.07352941176470588,"top":0.037247474747474744,"width":0.5236928104575164,"height":0.027777777777777776,"page":3,"original_page":3},"content":"Key
+        Values, Link, Highlight, and Comment","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.907549238204956},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.09974747474747475,"width":0.23039215686274508,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Invoice
+        Number: INV-2048","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7455861002206803},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.13131313131313133,"width":0.22712418300653595,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Purchase
+        Order: PO-4096","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7557907789945602},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.26073232323232326,"width":0.3382352941176471,"height":0.03535353535353535,"page":3,"original_page":3},"content":"https://example.com/invoices/INV-2048\nHighlighted
+        total requiring review","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6238544598221779},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.3143939393939394,"width":0.5424836601307189,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Reviewer
+        comment: verify the highlighted total before approval","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6458791196346283},"extra":null},{"type":"Figure","bbox":{"left":0.848846435546875,"top":0.3119659423828125,"width":0.03472900390625,"height":0.025482177734375,"page":3,"original_page":3},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.35475045442581177},"extra":null}]},{"content":"example.com/invoices/INV-2048\nHighlighted
+        total requiring review\n\nReviewer comment: verify the highlighted total before
+        approval# Key Values, Link, Highlight, and Comment (cont.)\n\n## Revised total.
+        245.00\n\nSection 3.1: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 3.2: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 3.3: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 3.4: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 3.5: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 3.6: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 3.7: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 3.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nLinear barcode.\n\nConfidential | Page 3 of 5\n\nQuarterly Operations
+        Report# Approval Signature and Watermark\n\nApproved by: Jordan Lee\nSignature:
+        <signature>\n\nSection 4.1: Invoice totals, regional revenu","embed":"example.com/invoices/INV-2048\nHighlighted
+        total requiring review\n\nReviewer comment: verify the highlighted total before
+        approval# Key Values, Link, Highlight, and Comment (cont.)\n\n## Revised total.
+        245.00\n\nSection 3.1: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 3.2: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 3.3: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 3.4: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 3.5: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 3.6: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 3.7: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 3.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nLinear barcode.\n\nConfidential | Page 3 of 5\n\nQuarterly Operations
+        Report# Approval Signature and Watermark\n\nApproved by: Jordan Lee\nSignature:
+        <signature>\n\nSection 4.1: Invoice totals, regional revenu","enriched":null,"enrichment_success":false,"blocks":[{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.36426767676767674,"width":0.1830065359477124,"height":0.010732323232323232,"page":3,"original_page":3},"content":"Revised
+        total. 245.00","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7559733480215072},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.1: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7197816997766495},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4255050505050505,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.2: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7241321921348571},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.46085858585858586,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.3: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7395129382610321},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4962121212121212,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.4: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7290821939706802},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5315656565656566,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.5: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7154147416353225},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5669191919191919,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.6: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7340064704418182},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6022727272727273,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.7: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7154147416353225},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6376262626262627,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.8: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7204042226076126},"extra":null},{"type":"Figure","bbox":{"left":0.1739501953125,"top":0.74609375,"width":0.244873046875,"height":0.091796875,"page":3,"original_page":3},"content":"Linear
+        barcode.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6302859634160995},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":3,"original_page":3},"content":"Confidential
+        | Page 3 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9031270325183869},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.018308080808080808,"width":0.22712418300653595,"height":0.011994949494949494,"page":4,"original_page":4},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8802960753440857},"extra":null}]},{"content":"ce
+        totals, regional revenue, and reconciliation notes.\n\nLinear barcode.\n\nConfidential
+        | Page 3 of 5\n\nQuarterly Operations Report# Approval Signature and Watermark\n\nApproved
+        by: Jordan Lee\nSignature: <signature>\n\nSection 4.1: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.2: Invoice totals, regional revenue,
+        and reconciliation notes. DRAFT Section 4.3: Invoice totals, regional revenue,
+        and reconciliation notes. Section 4.4: Invoice totals, regional revenue, and
+        reconciliation notes. Section 4.5: Invoice totals, regional revenue, and reconciliation
+        notes. Section 4.6: Invoice totals, regional revenue, and reconciliation notes.
+        Section 4.7: Invoice totals, regional revenue, and reconciliation notes. Section
+        4.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 4 of 5\n\nQuarterly Operations Report\n\n# Appendix with Section Boundaries\n\n##
+        1. Scope\n\n## 2. Findings# Appendix with Section Boundaries (cont.)\n\n##
+        3. Recommendations\n\nSection 5.1: Invoice totals, regional revenue, and reconcilia","embed":"ce
+        totals, regional revenue, and reconciliation notes.\n\nLinear barcode.\n\nConfidential
+        | Page 3 of 5\n\nQuarterly Operations Report# Approval Signature and Watermark\n\nApproved
+        by: Jordan Lee\nSignature: <signature>\n\nSection 4.1: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.2: Invoice totals, regional revenue,
+        and reconciliation notes. DRAFT Section 4.3: Invoice totals, regional revenue,
+        and reconciliation notes. Section 4.4: Invoice totals, regional revenue, and
+        reconciliation notes. Section 4.5: Invoice totals, regional revenue, and reconciliation
+        notes. Section 4.6: Invoice totals, regional revenue, and reconciliation notes.
+        Section 4.7: Invoice totals, regional revenue, and reconciliation notes. Section
+        4.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 4 of 5\n\nQuarterly Operations Report\n\n# Appendix with Section Boundaries\n\n##
+        1. Scope\n\n## 2. Findings# Appendix with Section Boundaries (cont.)\n\n##
+        3. Recommendations\n\nSection 5.1: Invoice totals, regional revenue, and reconcilia","enriched":null,"enrichment_success":false,"blocks":[{"type":"Title","bbox":{"left":0.0718954248366013,"top":0.0422979797979798,"width":0.4387254901960784,"height":0.020833333333333332,"page":4,"original_page":4},"content":"Approval
+        Signature and Watermark","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9189441114664079},"extra":null},{"type":"Key
+        Value","bbox":{"left":0.07026143790849673,"top":0.18181818181818182,"width":0.43790849673202614,"height":0.09090909090909091,"page":4,"original_page":4},"content":"Approved
+        by: Jordan Lee\nSignature: <signature>","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8993409156799317},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.3434343434343434,"width":0.5016339869281046,"height":0.31123737373737376,"page":4,"original_page":4},"content":"Section
+        4.1: Invoice totals, regional revenue, and reconciliation notes. Section 4.2:
+        Invoice totals, regional revenue, and reconciliation notes. DRAFT Section
+        4.3: Invoice totals, regional revenue, and reconciliation notes. Section 4.4:
+        Invoice totals, regional revenue, and reconciliation notes. Section 4.5: Invoice
+        totals, regional revenue, and reconciliation notes. Section 4.6: Invoice totals,
+        regional revenue, and reconciliation notes. Section 4.7: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.8: Invoice totals, regional revenue,
+        and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7228909820318221},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":4,"original_page":4},"content":"Confidential
+        | Page 4 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9192615240812302},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.018308080808080808,"width":0.22712418300653595,"height":0.011994949494949494,"page":5,"original_page":5},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9078197360038758},"extra":null},{"type":"Title","bbox":{"left":0.0727124183006536,"top":0.0422979797979798,"width":0.4305555555555556,"height":0.019570707070707072,"page":5,"original_page":5},"content":"Appendix
+        with Section Boundaries","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9206647515296936},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.09722222222222222,"width":0.09395424836601307,"height":0.023989898989898988,"page":5,"original_page":5},"content":"1.
+        Scope","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8958270728588105},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.0718954248366013,"top":0.16666666666666666,"width":0.12091503267973856,"height":0.015151515151515152,"page":5,"original_page":5},"content":"2.
+        Findings","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9091800391674041},"extra":null}]},{"content":"notes.\n\nConfidential
+        | Page 4 of 5\n\nQuarterly Operations Report\n\n# Appendix with Section Boundaries\n\n##
+        1. Scope\n\n## 2. Findings# Appendix with Section Boundaries (cont.)\n\n##
+        3. Recommendations\n\nSection 5.1: Invoice totals, regional revenue, and reconciliation
+        notes. Section 5.2: Invoice totals, regional revenue, and reconciliation notes.
+        Section 5.3: Invoice totals, regional revenue, and reconciliation notes. Section
+        5.4: Invoice totals, regional revenue, and reconciliation notes. Section 5.5:
+        Invoice totals, regional revenue, and reconciliation notes. Section 5.6: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.7: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nConfidential | Page 5 of 5","embed":"notes.\n\nConfidential
+        | Page 4 of 5\n\nQuarterly Operations Report\n\n# Appendix with Section Boundaries\n\n##
+        1. Scope\n\n## 2. Findings# Appendix with Section Boundaries (cont.)\n\n##
+        3. Recommendations\n\nSection 5.1: Invoice totals, regional revenue, and reconciliation
+        notes. Section 5.2: Invoice totals, regional revenue, and reconciliation notes.
+        Section 5.3: Invoice totals, regional revenue, and reconciliation notes. Section
+        5.4: Invoice totals, regional revenue, and reconciliation notes. Section 5.5:
+        Invoice totals, regional revenue, and reconciliation notes. Section 5.6: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.7: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nConfidential | Page 5 of 5","enriched":null,"enrichment_success":false,"blocks":[{"type":"Section
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+        5.1: Invoice totals, regional revenue, and reconciliation notes. Section 5.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 5.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.8: Invoice totals, regional revenue, and reconciliation
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 3.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 3.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 3.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
21 0 obj
<<
/Length 1494
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Approval Signature and Watermark) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 4 of 5) Tj T* ET
q
.827451 .827451 .827451 rg
BT /F2 54 Tf 64.8 TL ET
.906308 .422618 -0.422618 .906308 110 390 cm
BT 1 0 0 1 0 0 Tm (DRAFT) Tj T* ET
Q
0 0 0 rg
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 635 Tm (Approved by: Jordan Lee) Tj T* ET
n 45 610 m 310 610 l S
n 55 595 m 75 625 112 602 155 600 c S
BT 1 0 0 1 45 580 Tm (Signature) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 4.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 4.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 4.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 4.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 4.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 4.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 4.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 4.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
22 0 obj
<<
/Length 1327
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Appendix with Section Boundaries) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 5 of 5) Tj T* ET
BT /F2 14 Tf 16.8 TL ET
BT 1 0 0 1 45 700 Tm (1. Scope) Tj T* ET
BT 1 0 0 1 45 650 Tm (2. Findings) Tj T* ET
BT 1 0 0 1 45 600 Tm (3. Recommendations) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 5.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 5.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 5.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 5.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 5.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 5.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 5.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 5.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
xref
0 23
0000000000 65535 f 
0000000061 00000 n 
0000000102 00000 n 
0000000209 00000 n 
0000000321 00000 n 
0000000516 00000 n 
0000006322 00000 n 
0000012824 00000 n 
0000014142 00000 n 
0000014496 00000 n 
0000014664 00000 n 
0000014850 00000 n 
0000015028 00000 n 
0000015256 00000 n 
0000015452 00000 n 
0000015648 00000 n 
0000015718 00000 n 
0000016128 00000 n 
0000016215 00000 n 
0000018552 00000 n 
0000020327 00000 n 
0000022845 00000 n 
0000024391 00000 n 
trailer
<<
/ID 
[<cb011a3ef088e46b638e8b45c01a470f><cb011a3ef088e46b638e8b45c01a470f>]
% ReportLab generated PDF document -- digest (opensource)

/Info 16 0 R
/Root 15 0 R
/Size 23
>>
startxref
25770
%%EOF

+        type: document_url
+      model: reducto/parse-v3
+      retrieval:
+        chunking:
+          chunk_mode: variable
+          chunk_overlap: 128
+          chunk_size: 1000
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/2148dfafc823aea933d7c9aa8877398c1c26cf1fb8f134b1326e79bd3d487c41.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/2148dfafc823aea933d7c9aa8877398c1c26cf1fb8f134b1326e79bd3d487c41.yaml
new file mode 100644
index 00000000000..474e6aba8c3
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/2148dfafc823aea933d7c9aa8877398c1c26cf1fb8f134b1326e79bd3d487c41.yaml
@@ -0,0 +1,72 @@
+interactions:
+- request:
+    body: "--3c37fd2676c46ae1ff34a706baa70fad\r\nContent-Disposition: form-data; name=\"file\";
+      filename=\"document\"\r\nContent-Type: application/pdf\r\n\r\n%PDF-1.4\n1 0
+      obj\n<< /Type /Catalog /Pages 2 0 R >>\nendobj\n2 0 obj\n<< /Type /Pages /Kids
+      [3 0 R] /Count 1 >>\nendobj\n3 0 obj\n<< /Type /Page /Parent 2 0 R /Resources
+      4 0 R /MediaBox [0 0 612 792] /Contents 5 0 R >>\nendobj\n4 0 obj\n<< /Font
+      << /F1 << /Type /Font /Subtype /Type1 /BaseFont /Helvetica >> >> >>\nendobj\n5
+      0 obj\n<< /Length 44 >>\nstream\nBT\n/F1 12 Tf\n100 700 Td\n(Test PDF File)
+      Tj\nET\nendstream\nendobj\nxref\n0 6\n0000000000 65535 f \n0000000009 00000
+      n \n0000000058 00000 n \n0000000115 00000 n \n0000000214 00000 n \n0000000293
+      00000 n \ntrailer\n<< /Size 6 /Root 1 0 R >>\nstartxref\n385\n%%EOF\n\r\n--3c37fd2676c46ae1ff34a706baa70fad--\r\n"
+    headers:
+      Accept:
+      - '*/*'
+      Content-Type:
+      - multipart/form-data; boundary=3c37fd2676c46ae1ff34a706baa70fad
+      User-Agent:
+      - litellm/1.101.0
+    method: POST
+    uri: http://parity-provider.invalid/upload
+  response:
+    body:
+      string: '{"file_id":"reducto://671d6e00-6df5-493a-bd9e-8bbf3d77d3ab.pdf","presigned_url":null}'
+    headers:
+      Content-Type:
+      - application/json
+      Date:
+      - Tue, 01 Sep 2026 19:54:36 GMT
+    status:
+      code: 200
+      message: ''
+- request:
+    body: '{"input":"reducto://671d6e00-6df5-493a-bd9e-8bbf3d77d3ab.pdf","retrieval":{"chunking":{"chunk_mode":"page"}}}'
+    headers:
+      Accept:
+      - '*/*'
+      Content-Type:
+      - application/json
+      User-Agent:
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+    method: POST
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+  response:
+    body:
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+    headers:
+      Content-Type:
+      - application/json
+      Date:
+      - Tue, 01 Sep 2026 19:54:40 GMT
+    status:
+      code: 200
+      message: ''
+recorded_at: '2026-09-01T19:54:41.233002+00:00'
+ttl_seconds: 0
+version: 1
+x-litellm:
+  case:
+    litellm_input:
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+      document:
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+        type: document_url
+      model: reducto/parse-v3
+      retrieval:
+        chunking:
+          chunk_mode: page
+  request_source: python_replay
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/26cf2b0079f9d4da3552b8815f6434db63d35430d13c3b9a5b4c4944dfa219e5.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/26cf2b0079f9d4da3552b8815f6434db63d35430d13c3b9a5b4c4944dfa219e5.yaml
new file mode 100644
index 00000000000..64ff8adb1f5
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/26cf2b0079f9d4da3552b8815f6434db63d35430d13c3b9a5b4c4944dfa219e5.yaml
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+        Operations Report\n\n# Invoice Summary and Line Items\n\nSection 1.1: Invoice
+        totals, regional revenue, and reconciliation notes.\n\nSection 1.2: Invoice
+        totals, regional revenue, and reconciliation notes.\n\nSection 1.3: Invoice
+        totals, regional revenue, and reconciliation notes.\n\nSection 1.4: Invoice
+        totals, regional revenue, and reconciliation notes.\n\nSection 1.5: Invoice
+        totals, regional revenue, and reconciliation notes.\n\nSection 1.6: Invoice
+        totals, regional revenue, and reconciliation notes.\n\nSection 1.7: Invoice
+        totals, regional revenue, and reconciliation notes.\n\nSection 1.8: Invoice
+        totals, regional revenue, and reconciliation notes.\n\nConfidential | Page
+        1 of 5\n\nQuarterly Operations Report\n\n# Revenue Chart and Formula Review\n\nFormula:
+        gross margin = (revenue - cost) / revenue\n\nSection 2.1: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.2: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.3: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.4: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.5: Invoice totals, regional revenue, and reconciliation
+        notes. Section 2.6: Invoice totals, regional revenue, and reconciliation notes.
+        Section 2.7: Invoice totals, regional revenue, and reconciliation notes. Section
+        2.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 2 of 5\n\nQuarterly Operations Report\n\n# Key Values, Link, Highlight,
+        and Comment\n\nInvoice Number: INV-2048\n\nPurchase Order: PO-4096\n\n## https://example.com/invoices/INV-2048\nHighlighted
+        total requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\n## Revised total. 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nConfidential | Page 3 of 5\n\nQuarterly
+        Operations Report\n\n# Approval Signature and Watermark\n\nSection 4.1: Invoice
+        totals, regional revenue, and reconciliation notes. Section 4.2: Invoice totals,
+        regional revenue, and reconciliation notes. DRAFT Section 4.3: Invoice totals,
+        regional revenue, and reconciliation notes. Section 4.4: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.5: Invoice totals, regional revenue,
+        and reconciliation notes. Section 4.6: Invoice totals, regional revenue, and
+        reconciliation notes. Section 4.7: Invoice totals, regional revenue, and reconciliation
+        notes. Section 4.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 4 of 5\n\nQuarterly Operations Report\n\n# Appendix with Section Boundaries\n\n##
+        1. Scope\n\n## 2. Findings\n\n## 3. Recommendations\n\nSection 5.1: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.2: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.3: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.4: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.5: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.6: Invoice totals, regional revenue, and reconciliation
+        notes. Section 5.7: Invoice totals, regional revenue, and reconciliation notes.
+        Section 5.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 5 of 5","embed":"Quarterly Operations Report\n\n# Invoice Summary and
+        Line Items\n\nSection 1.1: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.2: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.3: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.4: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.5: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.6: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.7: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 1 of 5\n\nQuarterly Operations Report\n\n# Revenue
+        Chart and Formula Review\n\nFormula: gross margin = (revenue - cost) / revenue\n\nSection
+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 2 of 5\n\nQuarterly Operations Report\n\n# Key
+        Values, Link, Highlight, and Comment\n\nInvoice Number: INV-2048\n\nPurchase
+        Order: PO-4096\n\n## https://example.com/invoices/INV-2048\nHighlighted total
+        requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\n## Revised total. 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nConfidential | Page 3 of 5\n\nQuarterly
+        Operations Report\n\n# Approval Signature and Watermark\n\nSection 4.1: Invoice
+        totals, regional revenue, and reconciliation notes. Section 4.2: Invoice totals,
+        regional revenue, and reconciliation notes. DRAFT Section 4.3: Invoice totals,
+        regional revenue, and reconciliation notes. Section 4.4: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.5: Invoice totals, regional revenue,
+        and reconciliation notes. Section 4.6: Invoice totals, regional revenue, and
+        reconciliation notes. Section 4.7: Invoice totals, regional revenue, and reconciliation
+        notes. Section 4.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 4 of 5\n\nQuarterly Operations Report\n\n# Appendix with Section Boundaries\n\n##
+        1. Scope\n\n## 2. Findings\n\n## 3. Recommendations\n\nSection 5.1: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.2: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.3: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.4: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.5: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.6: Invoice totals, regional revenue, and reconciliation
+        notes. Section 5.7: Invoice totals, regional revenue, and reconciliation notes.
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+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
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+        4.1: Invoice totals, regional revenue, and reconciliation notes. Section 4.2:
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+        4.3: Invoice totals, regional revenue, and reconciliation notes. Section 4.4:
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+        totals, regional revenue, and reconciliation notes. Section 4.6: Invoice totals,
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+        5.1: Invoice totals, regional revenue, and reconciliation notes. Section 5.2:
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+        totals, regional revenue, and reconciliation notes. Section 5.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.5: Invoice totals, regional
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and 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+        type: document_url
+      model: reducto/parse-v3
+      retrieval:
+        filter_blocks:
+        - Figure
+        - Table
+        - Key Value
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/286cb85cc8719139f2878fa5933848cc83b2b0905b626bc987c0d0742cb3977b.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/286cb85cc8719139f2878fa5933848cc83b2b0905b626bc987c0d0742cb3977b.yaml
new file mode 100644
index 00000000000..f0c89e7786a
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/286cb85cc8719139f2878fa5933848cc83b2b0905b626bc987c0d0742cb3977b.yaml
@@ -0,0 +1,730 @@
+interactions:
+- request:
+    body: !!binary |
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+        Operations Report\n\n# Invoice Summary and Line Items\n\n| Item                  |
+        Quantity   | Amount   |\n|-|-|-|\n| Document analysis     | 2          | 120.00   |\n|
+        Document verification | 1          | 80.00    |\n\n| Item continued     |
+        Quantity   | Amount   |\n|-|-|-|\n| Fixture validation | 3          | 45.00    |\n|
+        Provider review    | 1          | 25.00    |\n\nSection 1.1: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.2: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.3: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.4: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.5: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.6: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.7: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.8: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nConfidential | Page 1 of 5","embed":"Quarterly
+        Operations Report\n\n# Invoice Summary and Line Items\n\n| Item                  |
+        Quantity   | Amount   |\n|-|-|-|\n| Document analysis     | 2          | 120.00   |\n|
+        Document verification | 1          | 80.00    |\n\n| Item continued     |
+        Quantity   | Amount   |\n|-|-|-|\n| Fixture validation | 3          | 45.00    |\n|
+        Provider review    | 1          | 25.00    |\n\nSection 1.1: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.2: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.3: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.4: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.5: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.6: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.7: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.8: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nConfidential | Page 1 of 5","enriched":null,"enrichment_success":false,"blocks":[{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.018308080808080808,"width":0.22712418300653595,"height":0.011994949494949494,"page":1,"original_page":1},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.908977261185646},"extra":null},{"type":"Title","bbox":{"left":0.07352941176470588,"top":0.037247474747474744,"width":0.40604575163398693,"height":0.027777777777777776,"page":1,"original_page":1},"content":"Invoice
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+        Item                  | Quantity   | Amount   |\n|-|-|-|\n| Document analysis     |
+        2          | 120.00   |\n| Document verification | 1          | 80.00    |","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9576186398665111},"extra":null},{"type":"Table","bbox":{"left":0.0727124183006536,"top":0.24116161616161616,"width":0.8488562091503268,"height":0.13320707070707072,"page":1,"original_page":1},"content":"|
+        Item continued     | Quantity   | Amount   |\n|-|-|-|\n| Fixture validation
+        | 3          | 45.00    |\n| Provider review    | 1          | 25.00    |","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9573022246360778},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.1: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7204042226076126},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4255050505050505,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.2: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6971822381019592},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.46085858585858586,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.3: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6927557319402695},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4962121212121212,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.4: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6769042581319809},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5315656565656566,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.5: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.683884510397911},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5669191919191919,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.6: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7034911513328552},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6022727272727273,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.7: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6940211951732635},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6376262626262627,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.8: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6971822381019592},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":1,"original_page":1},"content":"Confidential
+        | Page 1 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9209042668342591},"extra":null}]},{"content":"#
+        Invoice Summary and Line Items (cont.)\n\nQuarterly Operations Report\n\n#
+        Revenue Chart and Formula Review\n\nQuarterly revenue bar chart with four
+        blue bars labeled Q1, Q2, Q3, and Q4. Q1 is the lowest, Q2 is higher, Q3 is
+        lower than Q2, and Q4 is the tallest bar.\n\nBlue geometric line drawing on
+        a square grid, with a central square and diagonal lines extending to the grid
+        corners.\n\n\n\nFormula: gross margin = (revenue - cost) / revenue\n\n\n\nSection
+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 2 of 5","embed":"# Invoice Summary and Line
+        Items (cont.)\n\nQuarterly Operations Report\n\n# Revenue Chart and Formula
+        Review\n\nQuarterly revenue bar chart with four blue bars labeled Q1, Q2,
+        Q3, and Q4. Q1 is the lowest, Q2 is higher, Q3 is lower than Q2, and Q4 is
+        the tallest bar.\n\nBlue geometric line drawing on a square grid, with a central
+        square and diagonal lines extending to the grid corners.\n\n\n\nFormula: gross
+        margin = (revenue - cost) / revenue\n\n\n\nSection 2.1: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.2: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.3: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.4: Invoice totals, regional revenue, and reconciliation
+        notes. Section 2.5: Invoice totals, regional revenue, and reconciliation notes.
+        Section 2.6: Invoice totals, regional revenue, and reconciliation notes. Section
+        2.7: Invoice totals, regional revenue, and reconciliation notes. Section 2.8:
+        Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 2 of 5","enriched":null,"enrichment_success":false,"blocks":[{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.017676767676767676,"width":0.22712418300653595,"height":0.012626262626262626,"page":2,"original_page":2},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9090005308389664},"extra":null},{"type":"Title","bbox":{"left":0.07352941176470588,"top":0.037247474747474744,"width":0.4452614379084967,"height":0.027777777777777776,"page":2,"original_page":2},"content":"Revenue
+        Chart and Formula Review","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8688214063644409},"extra":null},{"type":"Figure","bbox":{"left":0.10457516339869281,"top":0.07386363636363637,"width":0.6070261437908496,"height":0.1849747474747475,"page":2,"original_page":2},"content":"Quarterly
+        revenue bar chart with four blue bars labeled Q1, Q2, Q3, and Q4. Q1 is the
+        lowest, Q2 is higher, Q3 is lower than Q2, and Q4 is the tallest bar.","image_url":null,"chart_data":null,"confidence":"low","granular_confidence":{"extract_confidence":null,"parse_confidence":0.41049053817987446},"extra":null},{"type":"Figure","bbox":{"left":0.741607666015625,"top":0.0819091796875,"width":0.11834716796875,"height":0.092529296875,"page":2,"original_page":2},"content":"Blue
+        geometric line drawing on a square grid, with a central square and diagonal
+        lines extending to the grid corners.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.303449621796608},"extra":null},{"type":"Figure","bbox":{"left":0.741546630859375,"top":0.20660400390625,"width":0.11749267578125,"height":0.0811767578125,"page":2,"original_page":2},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.28771371841430665},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.29292929292929293,"width":0.33169934640522875,"height":0.015782828282828284,"page":2,"original_page":2},"content":"Formula:
+        gross margin = (revenue - cost) / revenue","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9167426466941834},"extra":null},{"type":"Figure","bbox":{"left":0.7423095703125,"top":0.309906005859375,"width":0.076904296875,"height":0.06085205078125,"page":2,"original_page":2},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.3421227872371674},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.26452020202020204,"page":2,"original_page":2},"content":"Section
+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
+        notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6421052008867263},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":2,"original_page":2},"content":"Confidential
+        | Page 2 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9227842718362809},"extra":null}]},{"content":"#
+        Revenue Chart and Formula Review (cont.)\n\nQuarterly Operations Report\n\n#
+        Key Values, Link, Highlight, and Comment\n\nInvoice Number: INV-2048\n\nPurchase
+        Order: PO-4096\n\n## https://example.com/invoices/INV-2048\nHighlighted total
+        requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\n\n\n## Revised total. 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nLinear barcode.\n\nConfidential | Page
+        3 of 5","embed":"# Revenue Chart and Formula Review (cont.)\n\nQuarterly Operations
+        Report\n\n# Key Values, Link, Highlight, and Comment\n\nInvoice Number: INV-2048\n\nPurchase
+        Order: PO-4096\n\n## https://example.com/invoices/INV-2048\nHighlighted total
+        requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\n\n\n## Revised total. 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nLinear barcode.\n\nConfidential | Page
+        3 of 5","enriched":null,"enrichment_success":false,"blocks":[{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.017676767676767676,"width":0.22712418300653595,"height":0.012626262626262626,"page":3,"original_page":3},"content":"Quarterly
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+        Number: INV-2048","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7455861002206803},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.13131313131313133,"width":0.22712418300653595,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Purchase
+        Order: PO-4096","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7557907789945602},"extra":null},{"type":"Section
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+        total requiring review","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6238544598221779},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.3143939393939394,"width":0.5424836601307189,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Reviewer
+        comment: verify the highlighted total before approval","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6458791196346283},"extra":null},{"type":"Figure","bbox":{"left":0.848846435546875,"top":0.3119659423828125,"width":0.03472900390625,"height":0.025482177734375,"page":3,"original_page":3},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.35475045442581177},"extra":null},{"type":"Section
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+        total. 245.00","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7559733480215072},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.1: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7197816997766495},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4255050505050505,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.2: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7241321921348571},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.46085858585858586,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.3: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7395129382610321},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4962121212121212,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.4: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7290821939706802},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5315656565656566,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.5: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7154147416353225},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5669191919191919,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.6: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7340064704418182},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6022727272727273,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.7: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7154147416353225},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6376262626262627,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.8: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7204042226076126},"extra":null},{"type":"Figure","bbox":{"left":0.1739501953125,"top":0.74609375,"width":0.244873046875,"height":0.091796875,"page":3,"original_page":3},"content":"Linear
+        barcode.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6302859634160995},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":3,"original_page":3},"content":"Confidential
+        | Page 3 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9031270325183869},"extra":null}]},{"content":"#
+        Key Values, Link, Highlight, and Comment (cont.)\n\n## Revised total. 245.00
+        (cont.)\n\nQuarterly Operations Report\n\n# Approval Signature and Watermark\n\nApproved
+        by: Jordan Lee\nSignature: <signature>\n\nSection 4.1: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.2: Invoice totals, regional revenue,
+        and reconciliation notes. DRAFT Section 4.3: Invoice totals, regional revenue,
+        and reconciliation notes. Section 4.4: Invoice totals, regional revenue, and
+        reconciliation notes. Section 4.5: Invoice totals, regional revenue, and reconciliation
+        notes. Section 4.6: Invoice totals, regional revenue, and reconciliation notes.
+        Section 4.7: Invoice totals, regional revenue, and reconciliation notes. Section
+        4.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 4 of 5","embed":"# Key Values, Link, Highlight, and Comment (cont.)\n\n##
+        Revised total. 245.00 (cont.)\n\nQuarterly Operations Report\n\n# Approval
+        Signature and Watermark\n\nApproved by: Jordan Lee\nSignature: <signature>\n\nSection
+        4.1: Invoice totals, regional revenue, and reconciliation notes. Section 4.2:
+        Invoice totals, regional revenue, and reconciliation notes. DRAFT Section
+        4.3: Invoice totals, regional revenue, and reconciliation notes. Section 4.4:
+        Invoice totals, regional revenue, and reconciliation notes. Section 4.5: Invoice
+        totals, regional revenue, and reconciliation notes. Section 4.6: Invoice totals,
+        regional revenue, and reconciliation notes. Section 4.7: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.8: Invoice totals, regional revenue,
+        and reconciliation notes.\n\nConfidential | Page 4 of 5","enriched":null,"enrichment_success":false,"blocks":[{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.018308080808080808,"width":0.22712418300653595,"height":0.011994949494949494,"page":4,"original_page":4},"content":"Quarterly
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+        Signature and Watermark","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9189441114664079},"extra":null},{"type":"Key
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+        4.1: Invoice totals, regional revenue, and reconciliation notes. Section 4.2:
+        Invoice totals, regional revenue, and reconciliation notes. DRAFT Section
+        4.3: Invoice totals, regional revenue, and reconciliation notes. Section 4.4:
+        Invoice totals, regional revenue, and reconciliation notes. Section 4.5: Invoice
+        totals, regional revenue, and reconciliation notes. Section 4.6: Invoice totals,
+        regional revenue, and reconciliation notes. Section 4.7: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.8: Invoice totals, regional revenue,
+        and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7228909820318221},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":4,"original_page":4},"content":"Confidential
+        | Page 4 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9192615240812302},"extra":null}]},{"content":"#
+        Approval Signature and Watermark (cont.)\n\nQuarterly Operations Report\n\n#
+        Appendix with Section Boundaries\n\n## 1. Scope\n\n## 2. Findings\n\n## 3.
+        Recommendations\n\nSection 5.1: Invoice totals, regional revenue, and reconciliation
+        notes. Section 5.2: Invoice totals, regional revenue, and reconciliation notes.
+        Section 5.3: Invoice totals, regional revenue, and reconciliation notes. Section
+        5.4: Invoice totals, regional revenue, and reconciliation notes. Section 5.5:
+        Invoice totals, regional revenue, and reconciliation notes. Section 5.6: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.7: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nConfidential | Page 5 of 5","embed":"#
+        Approval Signature and Watermark (cont.)\n\nQuarterly Operations Report\n\n#
+        Appendix with Section Boundaries\n\n## 1. Scope\n\n## 2. Findings\n\n## 3.
+        Recommendations\n\nSection 5.1: Invoice totals, regional revenue, and reconciliation
+        notes. Section 5.2: Invoice totals, regional revenue, and reconciliation notes.
+        Section 5.3: Invoice totals, regional revenue, and reconciliation notes. Section
+        5.4: Invoice totals, regional revenue, and reconciliation notes. Section 5.5:
+        Invoice totals, regional revenue, and reconciliation notes. Section 5.6: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.7: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nConfidential | Page 5 of 5","enriched":null,"enrichment_success":false,"blocks":[{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.018308080808080808,"width":0.22712418300653595,"height":0.011994949494949494,"page":5,"original_page":5},"content":"Quarterly
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+        5.1: Invoice totals, regional revenue, and reconciliation notes. Section 5.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 5.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.8: Invoice totals, regional revenue, and reconciliation
+        notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7166640102863311},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":5,"original_page":5},"content":"Confidential
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and 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+        type: document_url
+      model: reducto/parse-v3
+      retrieval:
+        chunking:
+          chunk_mode: page
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/2a2fd017a41e5efb24ea8890ded55534277d4cde678f8e086df9e7ed3eeafdbd.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/2a2fd017a41e5efb24ea8890ded55534277d4cde678f8e086df9e7ed3eeafdbd.yaml
new file mode 100644
index 00000000000..6ba65805441
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/2a2fd017a41e5efb24ea8890ded55534277d4cde678f8e086df9e7ed3eeafdbd.yaml
@@ -0,0 +1,723 @@
+interactions:
+- request:
+    body: !!binary |
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+        Operations Report\n\n# Invoice Summary and Line Items\n\n| Item                  |
+        Quantity   | Amount   |\n|-|-|-|\n| Document analysis     | 2          | 120.00   |\n|
+        Document verification | 1          | 80.00    |\n\n| Item continued     |
+        Quantity   | Amount   |\n|-|-|-|\n| Fixture validation | 3          | 45.00    |\n|
+        Provider review    | 1          | 25.00    |\n\nSection 1.1: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.2: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.3: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.4: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.5: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.6: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.7: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.8: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nConfidential | Page 1 of 5\n\nQuarterly
+        Operations Report\n\n# Revenue Chart and Formula Review\n\nQuarterly revenue
+        bar chart with four blue bars labeled Q1 through Q4. Q1 is the lowest, Q2
+        is higher, Q3 is lower than Q2, and Q4 is the tallest bar; no numeric y-axis
+        or units are shown.\n\nBlue geometric line drawing on a square grid, with
+        a central square and diagonal lines extending to the grid corners.\n\n\n\nFormula:
+        gross margin = (revenue - cost) / revenue\n\n\n\nSection 2.1: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.2: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.3: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.4: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.5: Invoice totals, regional revenue, and reconciliation
+        notes. Section 2.6: Invoice totals, regional revenue, and reconciliation notes.
+        Section 2.7: Invoice totals, regional revenue, and reconciliation notes. Section
+        2.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 2 of 5\n\nQuarterly Operations Report\n\n# Key Values, Link, Highlight,
+        and Comment\n\nInvoice Number: INV-2048\n\nPurchase Order: PO-4096\n\n## https://example.com/invoices/INV-2048\nHighlighted
+        total requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\n\n\n## Revised total. 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nLinear barcode.\n\nConfidential | Page
+        3 of 5\n\nQuarterly Operations Report\n\n# Approval Signature and Watermark\n\nApproved
+        by: Jordan Lee\nSignature: <signature>\n\nSection 4.1: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.2: Invoice totals, regional revenue,
+        and reconciliation notes. DRAFT Section 4.3: Invoice totals, regional revenue,
+        and reconciliation notes. Section 4.4: Invoice totals, regional revenue, and
+        reconciliation notes. Section 4.5: Invoice totals, regional revenue, and reconciliation
+        notes. Section 4.6: Invoice totals, regional revenue, and reconciliation notes.
+        Section 4.7: Invoice totals, regional revenue, and reconciliation notes. Section
+        4.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 4 of 5\n\nQuarterly Operations Report\n\n# Appendix with Section Boundaries\n\n##
+        1. Scope\n\n## 2. Findings\n\n## 3. Recommendations\n\nSection 5.1: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.2: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.3: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.4: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.5: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.6: Invoice totals, regional revenue, and reconciliation
+        notes. Section 5.7: Invoice totals, regional revenue, and reconciliation notes.
+        Section 5.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 5 of 5","embed":"Quarterly Operations Report\n\n# Invoice Summary and
+        Line Items\n\n| Item                  | Quantity   | Amount   |\n|-|-|-|\n|
+        Document analysis     | 2          | 120.00   |\n| Document verification |
+        1          | 80.00    |\n\n| Item continued     | Quantity   | Amount   |\n|-|-|-|\n|
+        Fixture validation | 3          | 45.00    |\n| Provider review    | 1          |
+        25.00    |\n\nSection 1.1: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.2: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.3: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.4: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.5: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.6: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.7: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 1 of 5\n\nQuarterly Operations Report\n\n# Revenue
+        Chart and Formula Review\n\nQuarterly revenue bar chart with four blue bars
+        labeled Q1 through Q4. Q1 is the lowest, Q2 is higher, Q3 is lower than Q2,
+        and Q4 is the tallest bar; no numeric y-axis or units are shown.\n\nBlue geometric
+        line drawing on a square grid, with a central square and diagonal lines extending
+        to the grid corners.\n\n\n\nFormula: gross margin = (revenue - cost) / revenue\n\n\n\nSection
+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 2 of 5\n\nQuarterly Operations Report\n\n# Key
+        Values, Link, Highlight, and Comment\n\nInvoice Number: INV-2048\n\nPurchase
+        Order: PO-4096\n\n## https://example.com/invoices/INV-2048\nHighlighted total
+        requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\n\n\n## Revised total. 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nLinear barcode.\n\nConfidential | Page
+        3 of 5\n\nQuarterly Operations Report\n\n# Approval Signature and Watermark\n\nApproved
+        by: Jordan Lee\nSignature: <signature>\n\nSection 4.1: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.2: Invoice totals, regional revenue,
+        and reconciliation notes. DRAFT Section 4.3: Invoice totals, regional revenue,
+        and reconciliation notes. Section 4.4: Invoice totals, regional revenue, and
+        reconciliation notes. Section 4.5: Invoice totals, regional revenue, and reconciliation
+        notes. Section 4.6: Invoice totals, regional revenue, and reconciliation notes.
+        Section 4.7: Invoice totals, regional revenue, and reconciliation notes. Section
+        4.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 4 of 5\n\nQuarterly Operations Report\n\n# Appendix with Section Boundaries\n\n##
+        1. Scope\n\n## 2. Findings\n\n## 3. Recommendations\n\nSection 5.1: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.2: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.3: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.4: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.5: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.6: Invoice totals, regional revenue, and reconciliation
+        notes. Section 5.7: Invoice totals, regional revenue, and reconciliation notes.
+        Section 5.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
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+        Item                  | Quantity   | Amount   |\n|-|-|-|\n| Document analysis     |
+        2          | 120.00   |\n| Document verification | 1          | 80.00    |","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9576186398665111},"extra":null},{"type":"Table","bbox":{"left":0.0727124183006536,"top":0.24116161616161616,"width":0.8488562091503268,"height":0.13320707070707072,"page":1,"original_page":1},"content":"|
+        Item continued     | Quantity   | Amount   |\n|-|-|-|\n| Fixture validation
+        | 3          | 45.00    |\n| Provider review    | 1          | 25.00    |","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9573022246360778},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.1: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7204042226076126},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4255050505050505,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.2: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6971822381019592},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.46085858585858586,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.3: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6927557319402695},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4962121212121212,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.4: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6769042581319809},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5315656565656566,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.5: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.683884510397911},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5669191919191919,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
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+        1.7: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6940211951732635},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6376262626262627,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.8: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6971822381019592},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":1,"original_page":1},"content":"Confidential
+        | Page 1 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9209042668342591},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.017676767676767676,"width":0.22712418300653595,"height":0.012626262626262626,"page":2,"original_page":2},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9090005308389664},"extra":null},{"type":"Title","bbox":{"left":0.07352941176470588,"top":0.037247474747474744,"width":0.4452614379084967,"height":0.027777777777777776,"page":2,"original_page":2},"content":"Revenue
+        Chart and Formula Review","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8688214063644409},"extra":null},{"type":"Figure","bbox":{"left":0.10457516339869281,"top":0.07386363636363637,"width":0.6070261437908496,"height":0.1849747474747475,"page":2,"original_page":2},"content":"Quarterly
+        revenue bar chart with four blue bars labeled Q1 through Q4. Q1 is the lowest,
+        Q2 is higher, Q3 is lower than Q2, and Q4 is the tallest bar; no numeric y-axis
+        or units are shown.","image_url":null,"chart_data":null,"confidence":"low","granular_confidence":{"extract_confidence":null,"parse_confidence":0.4104905590415001},"extra":null},{"type":"Figure","bbox":{"left":0.741607666015625,"top":0.0819091796875,"width":0.11834716796875,"height":0.092529296875,"page":2,"original_page":2},"content":"Blue
+        geometric line drawing on a square grid, with a central square and diagonal
+        lines extending to the grid corners.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.303449621796608},"extra":null},{"type":"Figure","bbox":{"left":0.741546630859375,"top":0.20660400390625,"width":0.11749267578125,"height":0.0811767578125,"page":2,"original_page":2},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.28771371841430665},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.29292929292929293,"width":0.33169934640522875,"height":0.015782828282828284,"page":2,"original_page":2},"content":"Formula:
+        gross margin = (revenue - cost) / revenue","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9167426466941834},"extra":null},{"type":"Figure","bbox":{"left":0.7423095703125,"top":0.309906005859375,"width":0.076904296875,"height":0.06085205078125,"page":2,"original_page":2},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.3421227872371674},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.26452020202020204,"page":2,"original_page":2},"content":"Section
+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
+        notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6421052008867263},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":2,"original_page":2},"content":"Confidential
+        | Page 2 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9227842718362809},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.017676767676767676,"width":0.22712418300653595,"height":0.012626262626262626,"page":3,"original_page":3},"content":"Quarterly
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+        Values, Link, Highlight, and Comment","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.907549238204956},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.09974747474747475,"width":0.23039215686274508,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Invoice
+        Number: INV-2048","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7455861002206803},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.13131313131313133,"width":0.22712418300653595,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Purchase
+        Order: PO-4096","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7557907789945602},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.26073232323232326,"width":0.3382352941176471,"height":0.03535353535353535,"page":3,"original_page":3},"content":"https://example.com/invoices/INV-2048\nHighlighted
+        total requiring review","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6238544598221779},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.3143939393939394,"width":0.5424836601307189,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Reviewer
+        comment: verify the highlighted total before approval","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6458791196346283},"extra":null},{"type":"Figure","bbox":{"left":0.848846435546875,"top":0.3119659423828125,"width":0.03472900390625,"height":0.025482177734375,"page":3,"original_page":3},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.35475045442581177},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.36426767676767674,"width":0.1830065359477124,"height":0.010732323232323232,"page":3,"original_page":3},"content":"Revised
+        total. 245.00","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7559733480215072},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.1: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7197816997766495},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4255050505050505,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.2: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7241321921348571},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.46085858585858586,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.3: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7395129382610321},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4962121212121212,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.4: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7290821939706802},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5315656565656566,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.5: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7154147416353225},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5669191919191919,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.6: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7340064704418182},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6022727272727273,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.7: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7154147416353225},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6376262626262627,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.8: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7204042226076126},"extra":null},{"type":"Figure","bbox":{"left":0.1739501953125,"top":0.74609375,"width":0.244873046875,"height":0.091796875,"page":3,"original_page":3},"content":"Linear
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+        | Page 3 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9031270325183869},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.018308080808080808,"width":0.22712418300653595,"height":0.011994949494949494,"page":4,"original_page":4},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8802960753440857},"extra":null},{"type":"Title","bbox":{"left":0.0718954248366013,"top":0.0422979797979798,"width":0.4387254901960784,"height":0.020833333333333332,"page":4,"original_page":4},"content":"Approval
+        Signature and Watermark","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9190816521644593},"extra":null},{"type":"Key
+        Value","bbox":{"left":0.07026143790849673,"top":0.18181818181818182,"width":0.43790849673202614,"height":0.09090909090909091,"page":4,"original_page":4},"content":"Approved
+        by: Jordan Lee\nSignature: <signature>","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8993409156799317},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.3434343434343434,"width":0.5016339869281046,"height":0.31123737373737376,"page":4,"original_page":4},"content":"Section
+        4.1: Invoice totals, regional revenue, and reconciliation notes. Section 4.2:
+        Invoice totals, regional revenue, and reconciliation notes. DRAFT Section
+        4.3: Invoice totals, regional revenue, and reconciliation notes. Section 4.4:
+        Invoice totals, regional revenue, and reconciliation notes. Section 4.5: Invoice
+        totals, regional revenue, and reconciliation notes. Section 4.6: Invoice totals,
+        regional revenue, and reconciliation notes. Section 4.7: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.8: Invoice totals, regional revenue,
+        and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7228909820318221},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":4,"original_page":4},"content":"Confidential
+        | Page 4 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9192615240812302},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.018308080808080808,"width":0.22712418300653595,"height":0.011994949494949494,"page":5,"original_page":5},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9078197360038758},"extra":null},{"type":"Title","bbox":{"left":0.0727124183006536,"top":0.0422979797979798,"width":0.4305555555555556,"height":0.019570707070707072,"page":5,"original_page":5},"content":"Appendix
+        with Section Boundaries","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9206764549016953},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.09722222222222222,"width":0.09395424836601307,"height":0.023989898989898988,"page":5,"original_page":5},"content":"1.
+        Scope","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8958270728588105},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.0718954248366013,"top":0.16666666666666666,"width":0.12091503267973856,"height":0.015151515151515152,"page":5,"original_page":5},"content":"2.
+        Findings","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9091683983802795},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.2297979797979798,"width":0.22875816993464052,"height":0.012626262626262626,"page":5,"original_page":5},"content":"3.
+        Recommendations","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9221650391817092},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.26452020202020204,"page":5,"original_page":5},"content":"Section
+        5.1: Invoice totals, regional revenue, and reconciliation notes. Section 5.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 5.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.8: Invoice totals, regional revenue, and reconciliation
+        notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7166640102863311},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":5,"original_page":5},"content":"Confidential
+        | Page 5 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9235781162977219},"extra":null}]}],"ocr":null,"custom":null},"parse_mode":null,"document_properties":null}'
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+      - Wed, 02 Sep 2026 22:36:54 GMT
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+      message: ''
+recorded_at: '2026-09-02T22:36:55.268065+00:00'
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and 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+        type: document_url
+      model: reducto/parse-v3
+      retrieval:
+        chunking:
+          chunk_mode: disabled
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/2eaf70d56f67bdeaacbf49cebbbf86a683796b478b079e97077a3acdab20dcbe.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/2eaf70d56f67bdeaacbf49cebbbf86a683796b478b079e97077a3acdab20dcbe.yaml
new file mode 100644
index 00000000000..5a22114f909
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/2eaf70d56f67bdeaacbf49cebbbf86a683796b478b079e97077a3acdab20dcbe.yaml
@@ -0,0 +1,816 @@
+interactions:
+- request:
+    body: !!binary |
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+        Operations Report\n\n# Invoice Summary and Line Items\n\n[[[{\"text\": \"Item\",
+        \"bbox\": {\"x\": 0.08823529411764706, \"y\": 0.07702020202020202, \"width\":
+        0.14215686274509803, \"height\": 0.045454545454545456}}, {\"text\": \"Quantity\",
+        \"bbox\": {\"x\": 0.4150326797385621, \"y\": 0.07702020202020202, \"width\":
+        0.056372549019607844, \"height\": 0.045454545454545456}}, {\"text\": \"Amount\",
+        \"bbox\": {\"x\": 0.6764705882352942, \"y\": 0.07702020202020202, \"width\":
+        0.051470588235294115, \"height\": 0.045454545454545456}}], [{\"text\": \"Document
+        analysis\", \"bbox\": {\"x\": 0.08823529411764706, \"y\": 0.12184343434343434,
+        \"width\": 0.14215686274509803, \"height\": 0.045454545454545456}}, {\"text\":
+        \"2\", \"bbox\": {\"x\": 0.4150326797385621, \"y\": 0.12184343434343434, \"width\":
+        0.056372549019607844, \"height\": 0.045454545454545456}}, {\"text\": \"120.00\",
+        \"bbox\": {\"x\": 0.6764705882352942, \"y\": 0.12184343434343434, \"width\":
+        0.051470588235294115, \"height\": 0.045454545454545456}}], [{\"text\": \"Document
+        verification\", \"bbox\": {\"x\": 0.08823529411764706, \"y\": 0.16666666666666666,
+        \"width\": 0.14215686274509803, \"height\": 0.043560606060606064}}, {\"text\":
+        \"1\", \"bbox\": {\"x\": 0.4150326797385621, \"y\": 0.16666666666666666, \"width\":
+        0.056372549019607844, \"height\": 0.043560606060606064}}, {\"text\": \"80.00\",
+        \"bbox\": {\"x\": 0.6764705882352942, \"y\": 0.16666666666666666, \"width\":
+        0.051470588235294115, \"height\": 0.043560606060606064}}]]]\n\n[[[{\"text\":
+        \"Item continued\", \"bbox\": {\"x\": 0.08905228758169935, \"y\": 0.24116161616161616,
+        \"width\": 0.1111111111111111, \"height\": 0.045454545454545456}}, {\"text\":
+        \"Quantity\", \"bbox\": {\"x\": 0.4150326797385621, \"y\": 0.24116161616161616,
+        \"width\": 0.056372549019607844, \"height\": 0.045454545454545456}}, {\"text\":
+        \"Amount\", \"bbox\": {\"x\": 0.6764705882352942, \"y\": 0.24116161616161616,
+        \"width\": 0.051470588235294115, \"height\": 0.045454545454545456}}], [{\"text\":
+        \"Fixture validation\", \"bbox\": {\"x\": 0.08905228758169935, \"y\": 0.2859848484848485,
+        \"width\": 0.1111111111111111, \"height\": 0.04482323232323232}}, {\"text\":
+        \"3\", \"bbox\": {\"x\": 0.4150326797385621, \"y\": 0.2859848484848485, \"width\":
+        0.056372549019607844, \"height\": 0.04482323232323232}}, {\"text\": \"45.00\",
+        \"bbox\": {\"x\": 0.6764705882352942, \"y\": 0.2859848484848485, \"width\":
+        0.051470588235294115, \"height\": 0.04482323232323232}}], [{\"text\": \"Provider
+        review\", \"bbox\": {\"x\": 0.08905228758169935, \"y\": 0.33080808080808083,
+        \"width\": 0.1111111111111111, \"height\": 0.043560606060606064}}, {\"text\":
+        \"1\", \"bbox\": {\"x\": 0.4150326797385621, \"y\": 0.33080808080808083, \"width\":
+        0.056372549019607844, \"height\": 0.043560606060606064}}, {\"text\": \"25.00\",
+        \"bbox\": {\"x\": 0.6764705882352942, \"y\": 0.33080808080808083, \"width\":
+        0.051470588235294115, \"height\": 0.043560606060606064}}]]]\n\nSection 1.1:
+        Invoice totals, regional revenue, and reconciliation notes.\n\nSection 1.2:
+        Invoice totals, regional revenue, and reconciliation notes.\n\nSection 1.3:
+        Invoice totals, regional revenue, and reconciliation notes.\n\nSection 1.4:
+        Invoice totals, regional revenue, and reconciliation notes.\n\nSection 1.5:
+        Invoice totals, regional revenue, and reconciliation notes.\n\nSection 1.6:
+        Invoice totals, regional revenue, and reconciliation notes.\n\nSection 1.7:
+        Invoice totals, regional revenue, and reconciliation notes.\n\nSection 1.8:
+        Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 1 of 5\n\nQuarterly Operations Report\n\n# Revenue Chart and Formula
+        Review\n\nQuarterly revenue bar chart with four blue bars labeled Q1, Q2,
+        Q3, and Q4. Q1 is the lowest, Q2 is higher, Q3 is lower than Q2, and Q4 is
+        the tallest bar.\n\nBlue geometric line drawing on a square grid, with a central
+        square and diagonal lines extending to the grid corners.\n\n\n\nFormula: gross
+        margin = (revenue - cost) / revenue\n\n\n\nSection 2.1: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.2: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.3: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.4: Invoice totals, regional revenue, and reconciliation
+        notes. Section 2.5: Invoice totals, regional revenue, and reconciliation notes.
+        Section 2.6: Invoice totals, regional revenue, and reconciliation notes. Section
+        2.7: Invoice totals, regional revenue, and reconciliation notes. Section 2.8:
+        Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 2 of 5\n\nQuarterly Operations Report\n\n# Key Values, Link, Highlight,
+        and Comment\n\nInvoice Number: INV-2048\n\nPurchase Order: PO-4096\n\n## https://example.com/invoices/INV-2048\nHighlighted
+        total requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\n\n\n## Revised total. 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nLinear barcode.\n\nConfidential | Page
+        3 of 5\n\nQuarterly Operations Report\n\n# Approval Signature and Watermark\n\nApproved
+        by: Jordan Lee\nSignature: <signature>\n\nSection 4.1: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.2: Invoice totals, regional revenue,
+        and reconciliation notes. DRAFT Section 4.3: Invoice totals, regional revenue,
+        and reconciliation notes. Section 4.4: Invoice totals, regional revenue, and
+        reconciliation notes. Section 4.5: Invoice totals, regional revenue, and reconciliation
+        notes. Section 4.6: Invoice totals, regional revenue, and reconciliation notes.
+        Section 4.7: Invoice totals, regional revenue, and reconciliation notes. Section
+        4.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 4 of 5\n\nQuarterly Operations Report\n\n# Appendix with Section Boundaries\n\n##
+        1. Scope\n\n## 2. Findings\n\n## 3. Recommendations\n\nSection 5.1: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.2: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.3: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.4: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.5: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.6: Invoice totals, regional revenue, and reconciliation
+        notes. Section 5.7: Invoice totals, regional revenue, and reconciliation notes.
+        Section 5.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 5 of 5","embed":"Quarterly Operations Report\n\n# Invoice Summary and
+        Line Items\n\n[[[{\"text\": \"Item\", \"bbox\": {\"x\": 0.08823529411764706,
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+        \"2\", \"bbox\": {\"x\": 0.4150326797385621, \"y\": 0.12184343434343434, \"width\":
+        0.056372549019607844, \"height\": 0.045454545454545456}}, {\"text\": \"120.00\",
+        \"bbox\": {\"x\": 0.6764705882352942, \"y\": 0.12184343434343434, \"width\":
+        0.051470588235294115, \"height\": 0.045454545454545456}}], [{\"text\": \"Document
+        verification\", \"bbox\": {\"x\": 0.08823529411764706, \"y\": 0.16666666666666666,
+        \"width\": 0.14215686274509803, \"height\": 0.043560606060606064}}, {\"text\":
+        \"1\", \"bbox\": {\"x\": 0.4150326797385621, \"y\": 0.16666666666666666, \"width\":
+        0.056372549019607844, \"height\": 0.043560606060606064}}, {\"text\": \"80.00\",
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+        0.051470588235294115, \"height\": 0.043560606060606064}}]]]\n\n[[[{\"text\":
+        \"Item continued\", \"bbox\": {\"x\": 0.08905228758169935, \"y\": 0.24116161616161616,
+        \"width\": 0.1111111111111111, \"height\": 0.045454545454545456}}, {\"text\":
+        \"Quantity\", \"bbox\": {\"x\": 0.4150326797385621, \"y\": 0.24116161616161616,
+        \"width\": 0.056372549019607844, \"height\": 0.045454545454545456}}, {\"text\":
+        \"Amount\", \"bbox\": {\"x\": 0.6764705882352942, \"y\": 0.24116161616161616,
+        \"width\": 0.051470588235294115, \"height\": 0.045454545454545456}}], [{\"text\":
+        \"Fixture validation\", \"bbox\": {\"x\": 0.08905228758169935, \"y\": 0.2859848484848485,
+        \"width\": 0.1111111111111111, \"height\": 0.04482323232323232}}, {\"text\":
+        \"3\", \"bbox\": {\"x\": 0.4150326797385621, \"y\": 0.2859848484848485, \"width\":
+        0.056372549019607844, \"height\": 0.04482323232323232}}, {\"text\": \"45.00\",
+        \"bbox\": {\"x\": 0.6764705882352942, \"y\": 0.2859848484848485, \"width\":
+        0.051470588235294115, \"height\": 0.04482323232323232}}], [{\"text\": \"Provider
+        review\", \"bbox\": {\"x\": 0.08905228758169935, \"y\": 0.33080808080808083,
+        \"width\": 0.1111111111111111, \"height\": 0.043560606060606064}}, {\"text\":
+        \"1\", \"bbox\": {\"x\": 0.4150326797385621, \"y\": 0.33080808080808083, \"width\":
+        0.056372549019607844, \"height\": 0.043560606060606064}}, {\"text\": \"25.00\",
+        \"bbox\": {\"x\": 0.6764705882352942, \"y\": 0.33080808080808083, \"width\":
+        0.051470588235294115, \"height\": 0.043560606060606064}}]]]\n\nSection 1.1:
+        Invoice totals, regional revenue, and reconciliation notes.\n\nSection 1.2:
+        Invoice totals, regional revenue, and reconciliation notes.\n\nSection 1.3:
+        Invoice totals, regional revenue, and reconciliation notes.\n\nSection 1.4:
+        Invoice totals, regional revenue, and reconciliation notes.\n\nSection 1.5:
+        Invoice totals, regional revenue, and reconciliation notes.\n\nSection 1.6:
+        Invoice totals, regional revenue, and reconciliation notes.\n\nSection 1.7:
+        Invoice totals, regional revenue, and reconciliation notes.\n\nSection 1.8:
+        Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 1 of 5\n\nQuarterly Operations Report\n\n# Revenue Chart and Formula
+        Review\n\nQuarterly revenue bar chart with four blue bars labeled Q1, Q2,
+        Q3, and Q4. Q1 is the lowest, Q2 is higher, Q3 is lower than Q2, and Q4 is
+        the tallest bar.\n\nBlue geometric line drawing on a square grid, with a central
+        square and diagonal lines extending to the grid corners.\n\n\n\nFormula: gross
+        margin = (revenue - cost) / revenue\n\n\n\nSection 2.1: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.2: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.3: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.4: Invoice totals, regional revenue, and reconciliation
+        notes. Section 2.5: Invoice totals, regional revenue, and reconciliation notes.
+        Section 2.6: Invoice totals, regional revenue, and reconciliation notes. Section
+        2.7: Invoice totals, regional revenue, and reconciliation notes. Section 2.8:
+        Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 2 of 5\n\nQuarterly Operations Report\n\n# Key Values, Link, Highlight,
+        and Comment\n\nInvoice Number: INV-2048\n\nPurchase Order: PO-4096\n\n## https://example.com/invoices/INV-2048\nHighlighted
+        total requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\n\n\n## Revised total. 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nLinear barcode.\n\nConfidential | Page
+        3 of 5\n\nQuarterly Operations Report\n\n# Approval Signature and Watermark\n\nApproved
+        by: Jordan Lee\nSignature: <signature>\n\nSection 4.1: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.2: Invoice totals, regional revenue,
+        and reconciliation notes. DRAFT Section 4.3: Invoice totals, regional revenue,
+        and reconciliation notes. Section 4.4: Invoice totals, regional revenue, and
+        reconciliation notes. Section 4.5: Invoice totals, regional revenue, and reconciliation
+        notes. Section 4.6: Invoice totals, regional revenue, and reconciliation notes.
+        Section 4.7: Invoice totals, regional revenue, and reconciliation notes. Section
+        4.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 4 of 5\n\nQuarterly Operations Report\n\n# Appendix with Section Boundaries\n\n##
+        1. Scope\n\n## 2. Findings\n\n## 3. Recommendations\n\nSection 5.1: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.2: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.3: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.4: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.5: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.6: Invoice totals, regional revenue, and reconciliation
+        notes. Section 5.7: Invoice totals, regional revenue, and reconciliation notes.
+        Section 5.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 5 of 5","enriched":null,"enrichment_success":false,"blocks":[{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.018308080808080808,"width":0.22712418300653595,"height":0.011994949494949494,"page":1,"original_page":1},"content":"Quarterly
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+        Summary and Line Items","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9120991796255111},"extra":null},{"type":"Table","bbox":{"left":0.0718954248366013,"top":0.07702020202020202,"width":0.8504901960784313,"height":0.13320707070707072,"page":1,"original_page":1},"content":"[[[{\"text\":
+        \"Item\", \"bbox\": {\"x\": 0.08823529411764706, \"y\": 0.07702020202020202,
+        \"width\": 0.14215686274509803, \"height\": 0.045454545454545456}}, {\"text\":
+        \"Quantity\", \"bbox\": {\"x\": 0.4150326797385621, \"y\": 0.07702020202020202,
+        \"width\": 0.056372549019607844, \"height\": 0.045454545454545456}}, {\"text\":
+        \"Amount\", \"bbox\": {\"x\": 0.6764705882352942, \"y\": 0.07702020202020202,
+        \"width\": 0.051470588235294115, \"height\": 0.045454545454545456}}], [{\"text\":
+        \"Document analysis\", \"bbox\": {\"x\": 0.08823529411764706, \"y\": 0.12184343434343434,
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+        \"bbox\": {\"x\": 0.6764705882352942, \"y\": 0.12184343434343434, \"width\":
+        0.051470588235294115, \"height\": 0.045454545454545456}}], [{\"text\": \"Document
+        verification\", \"bbox\": {\"x\": 0.08823529411764706, \"y\": 0.16666666666666666,
+        \"width\": 0.14215686274509803, \"height\": 0.043560606060606064}}, {\"text\":
+        \"1\", \"bbox\": {\"x\": 0.4150326797385621, \"y\": 0.16666666666666666, \"width\":
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+        \"bbox\": {\"x\": 0.6764705882352942, \"y\": 0.16666666666666666, \"width\":
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+        \"Item continued\", \"bbox\": {\"x\": 0.08905228758169935, \"y\": 0.24116161616161616,
+        \"width\": 0.1111111111111111, \"height\": 0.045454545454545456}}, {\"text\":
+        \"Quantity\", \"bbox\": {\"x\": 0.4150326797385621, \"y\": 0.24116161616161616,
+        \"width\": 0.056372549019607844, \"height\": 0.045454545454545456}}, {\"text\":
+        \"Amount\", \"bbox\": {\"x\": 0.6764705882352942, \"y\": 0.24116161616161616,
+        \"width\": 0.051470588235294115, \"height\": 0.045454545454545456}}], [{\"text\":
+        \"Fixture validation\", \"bbox\": {\"x\": 0.08905228758169935, \"y\": 0.2859848484848485,
+        \"width\": 0.1111111111111111, \"height\": 0.04482323232323232}}, {\"text\":
+        \"3\", \"bbox\": {\"x\": 0.4150326797385621, \"y\": 0.2859848484848485, \"width\":
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+        \"bbox\": {\"x\": 0.6764705882352942, \"y\": 0.2859848484848485, \"width\":
+        0.051470588235294115, \"height\": 0.04482323232323232}}], [{\"text\": \"Provider
+        review\", \"bbox\": {\"x\": 0.08905228758169935, \"y\": 0.33080808080808083,
+        \"width\": 0.1111111111111111, \"height\": 0.043560606060606064}}, {\"text\":
+        \"1\", \"bbox\": {\"x\": 0.4150326797385621, \"y\": 0.33080808080808083, \"width\":
+        0.056372549019607844, \"height\": 0.043560606060606064}}, {\"text\": \"25.00\",
+        \"bbox\": {\"x\": 0.6764705882352942, \"y\": 0.33080808080808083, \"width\":
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+        1.1: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7204042226076126},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4255050505050505,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.2: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6971822381019592},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.46085858585858586,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.3: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6927557319402695},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4962121212121212,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.4: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6769042581319809},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5315656565656566,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.5: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.683884510397911},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5669191919191919,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.6: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7034911513328552},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6022727272727273,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.7: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6940211951732635},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6376262626262627,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.8: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6971822381019592},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":1,"original_page":1},"content":"Confidential
+        | Page 1 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9209042668342591},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.017676767676767676,"width":0.22712418300653595,"height":0.012626262626262626,"page":2,"original_page":2},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9090005308389664},"extra":null},{"type":"Title","bbox":{"left":0.07352941176470588,"top":0.037247474747474744,"width":0.4452614379084967,"height":0.027777777777777776,"page":2,"original_page":2},"content":"Revenue
+        Chart and Formula Review","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8688214063644409},"extra":null},{"type":"Figure","bbox":{"left":0.10457516339869281,"top":0.07386363636363637,"width":0.6070261437908496,"height":0.1849747474747475,"page":2,"original_page":2},"content":"Quarterly
+        revenue bar chart with four blue bars labeled Q1, Q2, Q3, and Q4. Q1 is the
+        lowest, Q2 is higher, Q3 is lower than Q2, and Q4 is the tallest bar.","image_url":null,"chart_data":null,"confidence":"low","granular_confidence":{"extract_confidence":null,"parse_confidence":0.4104905590415001},"extra":null},{"type":"Figure","bbox":{"left":0.741607666015625,"top":0.0819091796875,"width":0.11834716796875,"height":0.092529296875,"page":2,"original_page":2},"content":"Blue
+        geometric line drawing on a square grid, with a central square and diagonal
+        lines extending to the grid corners.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.303449621796608},"extra":null},{"type":"Figure","bbox":{"left":0.741546630859375,"top":0.20660400390625,"width":0.11749267578125,"height":0.0811767578125,"page":2,"original_page":2},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.28771371841430665},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.29292929292929293,"width":0.33169934640522875,"height":0.015782828282828284,"page":2,"original_page":2},"content":"Formula:
+        gross margin = (revenue - cost) / revenue","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9167426466941834},"extra":null},{"type":"Figure","bbox":{"left":0.7423095703125,"top":0.309906005859375,"width":0.076904296875,"height":0.06085205078125,"page":2,"original_page":2},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.3421227872371674},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.26452020202020204,"page":2,"original_page":2},"content":"Section
+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
+        notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6421052008867263},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":2,"original_page":2},"content":"Confidential
+        | Page 2 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9227842718362809},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.017676767676767676,"width":0.22712418300653595,"height":0.012626262626262626,"page":3,"original_page":3},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.805020660161972},"extra":null},{"type":"Title","bbox":{"left":0.07352941176470588,"top":0.037247474747474744,"width":0.5236928104575164,"height":0.027777777777777776,"page":3,"original_page":3},"content":"Key
+        Values, Link, Highlight, and Comment","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.907549238204956},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.09974747474747475,"width":0.23039215686274508,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Invoice
+        Number: INV-2048","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7455861002206803},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.13131313131313133,"width":0.22712418300653595,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Purchase
+        Order: PO-4096","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7557907789945602},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.26073232323232326,"width":0.3382352941176471,"height":0.03535353535353535,"page":3,"original_page":3},"content":"https://example.com/invoices/INV-2048\nHighlighted
+        total requiring review","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6238544598221779},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.3143939393939394,"width":0.5424836601307189,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Reviewer
+        comment: verify the highlighted total before approval","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6458791196346283},"extra":null},{"type":"Figure","bbox":{"left":0.848846435546875,"top":0.3119659423828125,"width":0.03472900390625,"height":0.025482177734375,"page":3,"original_page":3},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.35475045442581177},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.36426767676767674,"width":0.1830065359477124,"height":0.010732323232323232,"page":3,"original_page":3},"content":"Revised
+        total. 245.00","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7559733480215072},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.1: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7197816997766495},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4255050505050505,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.2: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7241321921348571},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.46085858585858586,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.3: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7395129382610321},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4962121212121212,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.4: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7290821939706802},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5315656565656566,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.5: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7154147416353225},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5669191919191919,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.6: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7340064704418182},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6022727272727273,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.7: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7154147416353225},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6376262626262627,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.8: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7204042226076126},"extra":null},{"type":"Figure","bbox":{"left":0.1739501953125,"top":0.74609375,"width":0.244873046875,"height":0.091796875,"page":3,"original_page":3},"content":"Linear
+        barcode.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6302859634160995},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":3,"original_page":3},"content":"Confidential
+        | Page 3 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9031270325183869},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.018308080808080808,"width":0.22712418300653595,"height":0.011994949494949494,"page":4,"original_page":4},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8802960753440857},"extra":null},{"type":"Title","bbox":{"left":0.0718954248366013,"top":0.0422979797979798,"width":0.4387254901960784,"height":0.020833333333333332,"page":4,"original_page":4},"content":"Approval
+        Signature and Watermark","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9190816521644593},"extra":null},{"type":"Key
+        Value","bbox":{"left":0.07026143790849673,"top":0.18181818181818182,"width":0.43790849673202614,"height":0.09090909090909091,"page":4,"original_page":4},"content":"Approved
+        by: Jordan Lee\nSignature: <signature>","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8993409156799317},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.3434343434343434,"width":0.5016339869281046,"height":0.31123737373737376,"page":4,"original_page":4},"content":"Section
+        4.1: Invoice totals, regional revenue, and reconciliation notes. Section 4.2:
+        Invoice totals, regional revenue, and reconciliation notes. DRAFT Section
+        4.3: Invoice totals, regional revenue, and reconciliation notes. Section 4.4:
+        Invoice totals, regional revenue, and reconciliation notes. Section 4.5: Invoice
+        totals, regional revenue, and reconciliation notes. Section 4.6: Invoice totals,
+        regional revenue, and reconciliation notes. Section 4.7: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.8: Invoice totals, regional revenue,
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+        | Page 4 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9192615240812302},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.018308080808080808,"width":0.22712418300653595,"height":0.011994949494949494,"page":5,"original_page":5},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9078197360038758},"extra":null},{"type":"Title","bbox":{"left":0.0727124183006536,"top":0.0422979797979798,"width":0.4305555555555556,"height":0.019570707070707072,"page":5,"original_page":5},"content":"Appendix
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+        Scope","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8958270728588105},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.0718954248366013,"top":0.16666666666666666,"width":0.12091503267973856,"height":0.015151515151515152,"page":5,"original_page":5},"content":"2.
+        Findings","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9091683983802795},"extra":null},{"type":"Section
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+        Recommendations","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9221650391817092},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.26452020202020204,"page":5,"original_page":5},"content":"Section
+        5.1: Invoice totals, regional revenue, and reconciliation notes. Section 5.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 5.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.8: Invoice totals, regional revenue, and reconciliation
+        notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7166640102863311},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":5,"original_page":5},"content":"Confidential
+        | Page 5 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9235781162977219},"extra":null}]}],"ocr":null,"custom":null},"parse_mode":null,"document_properties":null}'
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and 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+        type: document_url
+      formatting:
+        table_output_format: jsonbbox
+      model: reducto/parse-v3
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/356abdcbe2afb9f8b45c7216aa59a3e1da58991308740a1ab0198cc67f3e8d3d.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/356abdcbe2afb9f8b45c7216aa59a3e1da58991308740a1ab0198cc67f3e8d3d.yaml
new file mode 100644
index 00000000000..2afac28adea
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/356abdcbe2afb9f8b45c7216aa59a3e1da58991308740a1ab0198cc67f3e8d3d.yaml
@@ -0,0 +1,722 @@
+interactions:
+- request:
+    body: !!binary |
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+        Operations Report\n\n# Invoice Summary and Line Items\n\n| Item                  |
+        Quantity   | Amount   |\n|-|-|-|\n| Document analysis     | 2          | 120.00   |\n|
+        Document verification | 1          | 80.00    |\n\n| Item continued     |
+        Quantity   | Amount   |\n|-|-|-|\n| Fixture validation | 3          | 45.00    |\n|
+        Provider review    | 1          | 25.00    |\n\nSection 1.1: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.2: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.3: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.4: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.5: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.6: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.7: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.8: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nConfidential | Page 1 of 5\n\nQuarterly
+        Operations Report\n\n# Revenue Chart and Formula Review\n\nQuarterly revenue
+        bar chart with four blue bars labeled Q1 through Q4. Q1 is the lowest, Q2
+        is higher, Q3 is lower than Q2, and Q4 is the tallest bar; no numeric y-axis
+        or units are shown.\n\nBlue geometric line drawing on a square grid, with
+        a central square and diagonal lines extending to the grid corners.\n\n\n\nFormula:
+        gross margin = (revenue - cost) / revenue\n\n\n\nSection 2.1: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.2: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.3: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.4: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.5: Invoice totals, regional revenue, and reconciliation
+        notes. Section 2.6: Invoice totals, regional revenue, and reconciliation notes.
+        Section 2.7: Invoice totals, regional revenue, and reconciliation notes. Section
+        2.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 2 of 5\n\nQuarterly Operations Report\n\n# Key Values, Link, Highlight,
+        and Comment\n\nInvoice Number: INV-2048\n\nPurchase Order: PO-4096\n\n## https://example.com/invoices/INV-2048\nHighlighted
+        total requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\n\n\n## Revised total. 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nLinear barcode.\n\nConfidential | Page
+        3 of 5\n\nQuarterly Operations Report\n\n# Approval Signature and Watermark\n\nApproved
+        by: Jordan Lee\nSignature: <signature>\n\nSection 4.1: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.2: Invoice totals, regional revenue,
+        and reconciliation notes. DRAFT Section 4.3: Invoice totals, regional revenue,
+        and reconciliation notes. Section 4.4: Invoice totals, regional revenue, and
+        reconciliation notes. Section 4.5: Invoice totals, regional revenue, and reconciliation
+        notes. Section 4.6: Invoice totals, regional revenue, and reconciliation notes.
+        Section 4.7: Invoice totals, regional revenue, and reconciliation notes. Section
+        4.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 4 of 5\n\nQuarterly Operations Report\n\n# Appendix with Section Boundaries\n\n##
+        1. Scope\n\n## 2. Findings\n\n## 3. Recommendations\n\nSection 5.1: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.2: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.3: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.4: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.5: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.6: Invoice totals, regional revenue, and reconciliation
+        notes. Section 5.7: Invoice totals, regional revenue, and reconciliation notes.
+        Section 5.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 5 of 5","embed":"Quarterly Operations Report\n\n# Invoice Summary and
+        Line Items\n\n| Item                  | Quantity   | Amount   |\n|-|-|-|\n|
+        Document analysis     | 2          | 120.00   |\n| Document verification |
+        1          | 80.00    |\n\n| Item continued     | Quantity   | Amount   |\n|-|-|-|\n|
+        Fixture validation | 3          | 45.00    |\n| Provider review    | 1          |
+        25.00    |\n\nSection 1.1: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.2: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.3: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.4: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.5: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.6: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.7: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 1 of 5\n\nQuarterly Operations Report\n\n# Revenue
+        Chart and Formula Review\n\nQuarterly revenue bar chart with four blue bars
+        labeled Q1 through Q4. Q1 is the lowest, Q2 is higher, Q3 is lower than Q2,
+        and Q4 is the tallest bar; no numeric y-axis or units are shown.\n\nBlue geometric
+        line drawing on a square grid, with a central square and diagonal lines extending
+        to the grid corners.\n\n\n\nFormula: gross margin = (revenue - cost) / revenue\n\n\n\nSection
+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 2 of 5\n\nQuarterly Operations Report\n\n# Key
+        Values, Link, Highlight, and Comment\n\nInvoice Number: INV-2048\n\nPurchase
+        Order: PO-4096\n\n## https://example.com/invoices/INV-2048\nHighlighted total
+        requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\n\n\n## Revised total. 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nLinear barcode.\n\nConfidential | Page
+        3 of 5\n\nQuarterly Operations Report\n\n# Approval Signature and Watermark\n\nApproved
+        by: Jordan Lee\nSignature: <signature>\n\nSection 4.1: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.2: Invoice totals, regional revenue,
+        and reconciliation notes. DRAFT Section 4.3: Invoice totals, regional revenue,
+        and reconciliation notes. Section 4.4: Invoice totals, regional revenue, and
+        reconciliation notes. Section 4.5: Invoice totals, regional revenue, and reconciliation
+        notes. Section 4.6: Invoice totals, regional revenue, and reconciliation notes.
+        Section 4.7: Invoice totals, regional revenue, and reconciliation notes. Section
+        4.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 4 of 5\n\nQuarterly Operations Report\n\n# Appendix with Section Boundaries\n\n##
+        1. Scope\n\n## 2. Findings\n\n## 3. Recommendations\n\nSection 5.1: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.2: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.3: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.4: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.5: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.6: Invoice totals, regional revenue, and reconciliation
+        notes. Section 5.7: Invoice totals, regional revenue, and reconciliation notes.
+        Section 5.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
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+        Item                  | Quantity   | Amount   |\n|-|-|-|\n| Document analysis     |
+        2          | 120.00   |\n| Document verification | 1          | 80.00    |","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9576186398665111},"extra":null},{"type":"Table","bbox":{"left":0.0727124183006536,"top":0.24116161616161616,"width":0.8488562091503268,"height":0.13320707070707072,"page":1,"original_page":1},"content":"|
+        Item continued     | Quantity   | Amount   |\n|-|-|-|\n| Fixture validation
+        | 3          | 45.00    |\n| Provider review    | 1          | 25.00    |","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9573022246360778},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.1: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7204042226076126},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4255050505050505,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.2: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6971822381019592},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.46085858585858586,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.3: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6927557319402695},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4962121212121212,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.4: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6769042581319809},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5315656565656566,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.5: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.683884510397911},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5669191919191919,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.6: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7034911513328552},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6022727272727273,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.7: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6940211951732635},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6376262626262627,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.8: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6971822381019592},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":1,"original_page":1},"content":"Confidential
+        | Page 1 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9209042668342591},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.017676767676767676,"width":0.22712418300653595,"height":0.012626262626262626,"page":2,"original_page":2},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9090005308389664},"extra":null},{"type":"Title","bbox":{"left":0.07352941176470588,"top":0.037247474747474744,"width":0.4452614379084967,"height":0.027777777777777776,"page":2,"original_page":2},"content":"Revenue
+        Chart and Formula Review","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8688214063644409},"extra":null},{"type":"Figure","bbox":{"left":0.10457516339869281,"top":0.07386363636363637,"width":0.6070261437908496,"height":0.1849747474747475,"page":2,"original_page":2},"content":"Quarterly
+        revenue bar chart with four blue bars labeled Q1 through Q4. Q1 is the lowest,
+        Q2 is higher, Q3 is lower than Q2, and Q4 is the tallest bar; no numeric y-axis
+        or units are shown.","image_url":null,"chart_data":null,"confidence":"low","granular_confidence":{"extract_confidence":null,"parse_confidence":0.4104905590415001},"extra":null},{"type":"Figure","bbox":{"left":0.741607666015625,"top":0.0819091796875,"width":0.11834716796875,"height":0.092529296875,"page":2,"original_page":2},"content":"Blue
+        geometric line drawing on a square grid, with a central square and diagonal
+        lines extending to the grid corners.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.303449621796608},"extra":null},{"type":"Figure","bbox":{"left":0.741546630859375,"top":0.20660400390625,"width":0.11749267578125,"height":0.0811767578125,"page":2,"original_page":2},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.28771371841430665},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.29292929292929293,"width":0.33169934640522875,"height":0.015782828282828284,"page":2,"original_page":2},"content":"Formula:
+        gross margin = (revenue - cost) / revenue","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9167426466941834},"extra":null},{"type":"Figure","bbox":{"left":0.7423095703125,"top":0.309906005859375,"width":0.076904296875,"height":0.06085205078125,"page":2,"original_page":2},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.3421227872371674},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.26452020202020204,"page":2,"original_page":2},"content":"Section
+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
+        notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6421052008867263},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":2,"original_page":2},"content":"Confidential
+        | Page 2 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9227842718362809},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.017676767676767676,"width":0.22712418300653595,"height":0.012626262626262626,"page":3,"original_page":3},"content":"Quarterly
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+        Values, Link, Highlight, and Comment","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.907549238204956},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.09974747474747475,"width":0.23039215686274508,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Invoice
+        Number: INV-2048","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7455861002206803},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.13131313131313133,"width":0.22712418300653595,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Purchase
+        Order: PO-4096","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7557907789945602},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.26073232323232326,"width":0.3382352941176471,"height":0.03535353535353535,"page":3,"original_page":3},"content":"https://example.com/invoices/INV-2048\nHighlighted
+        total requiring review","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6238544598221779},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.3143939393939394,"width":0.5424836601307189,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Reviewer
+        comment: verify the highlighted total before approval","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6458791196346283},"extra":null},{"type":"Figure","bbox":{"left":0.848846435546875,"top":0.3119659423828125,"width":0.03472900390625,"height":0.025482177734375,"page":3,"original_page":3},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.35475045442581177},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.36426767676767674,"width":0.1830065359477124,"height":0.010732323232323232,"page":3,"original_page":3},"content":"Revised
+        total. 245.00","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7559733480215072},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.1: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7197816997766495},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4255050505050505,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.2: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7241321921348571},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.46085858585858586,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.3: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7395129382610321},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4962121212121212,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.4: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7290821939706802},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5315656565656566,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.5: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7154147416353225},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5669191919191919,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.6: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7340064704418182},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6022727272727273,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.7: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7154147416353225},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6376262626262627,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.8: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7204042226076126},"extra":null},{"type":"Figure","bbox":{"left":0.1739501953125,"top":0.74609375,"width":0.244873046875,"height":0.091796875,"page":3,"original_page":3},"content":"Linear
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+        | Page 3 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9031270325183869},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.018308080808080808,"width":0.22712418300653595,"height":0.011994949494949494,"page":4,"original_page":4},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8802960753440857},"extra":null},{"type":"Title","bbox":{"left":0.0718954248366013,"top":0.0422979797979798,"width":0.4387254901960784,"height":0.020833333333333332,"page":4,"original_page":4},"content":"Approval
+        Signature and Watermark","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9190816521644593},"extra":null},{"type":"Key
+        Value","bbox":{"left":0.07026143790849673,"top":0.18181818181818182,"width":0.43790849673202614,"height":0.09090909090909091,"page":4,"original_page":4},"content":"Approved
+        by: Jordan Lee\nSignature: <signature>","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8993409156799317},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.3434343434343434,"width":0.5016339869281046,"height":0.31123737373737376,"page":4,"original_page":4},"content":"Section
+        4.1: Invoice totals, regional revenue, and reconciliation notes. Section 4.2:
+        Invoice totals, regional revenue, and reconciliation notes. DRAFT Section
+        4.3: Invoice totals, regional revenue, and reconciliation notes. Section 4.4:
+        Invoice totals, regional revenue, and reconciliation notes. Section 4.5: Invoice
+        totals, regional revenue, and reconciliation notes. Section 4.6: Invoice totals,
+        regional revenue, and reconciliation notes. Section 4.7: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.8: Invoice totals, regional revenue,
+        and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7228909820318221},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":4,"original_page":4},"content":"Confidential
+        | Page 4 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9192615240812302},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.018308080808080808,"width":0.22712418300653595,"height":0.011994949494949494,"page":5,"original_page":5},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9078197360038758},"extra":null},{"type":"Title","bbox":{"left":0.0727124183006536,"top":0.0422979797979798,"width":0.4305555555555556,"height":0.019570707070707072,"page":5,"original_page":5},"content":"Appendix
+        with Section Boundaries","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9206764549016953},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.09722222222222222,"width":0.09395424836601307,"height":0.023989898989898988,"page":5,"original_page":5},"content":"1.
+        Scope","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8958270728588105},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.0718954248366013,"top":0.16666666666666666,"width":0.12091503267973856,"height":0.015151515151515152,"page":5,"original_page":5},"content":"2.
+        Findings","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9091683983802795},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.2297979797979798,"width":0.22875816993464052,"height":0.012626262626262626,"page":5,"original_page":5},"content":"3.
+        Recommendations","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9221650391817092},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.26452020202020204,"page":5,"original_page":5},"content":"Section
+        5.1: Invoice totals, regional revenue, and reconciliation notes. Section 5.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 5.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.8: Invoice totals, regional revenue, and reconciliation
+        notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7166640102863311},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":5,"original_page":5},"content":"Confidential
+        | Page 5 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9235781162977219},"extra":null}]}],"ocr":null,"custom":null},"parse_mode":null,"document_properties":null}'
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+      - Wed, 02 Sep 2026 22:37:06 GMT
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+      message: ''
+recorded_at: '2026-09-02T22:37:06.767717+00:00'
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and 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+        type: document_url
+      formatting:
+        add_page_markers: false
+      model: reducto/parse-v3
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/37517c8975487311143648b38261d4262a09db848837f5f8943775c7ba94f476.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/37517c8975487311143648b38261d4262a09db848837f5f8943775c7ba94f476.yaml
new file mode 100644
index 00000000000..246a8c23abb
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/37517c8975487311143648b38261d4262a09db848837f5f8943775c7ba94f476.yaml
@@ -0,0 +1,722 @@
+interactions:
+- request:
+    body: !!binary |
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+        Operations Report\n\n# Invoice Summary and Line Items\n\n| Item                  |
+        Quantity   | Amount   |\n|-|-|-|\n| Document analysis     | 2          | 120.00   |\n|
+        Document verification | 1          | 80.00    |\n\n| Item continued     |
+        Quantity   | Amount   |\n|-|-|-|\n| Fixture validation | 3          | 45.00    |\n|
+        Provider review    | 1          | 25.00    |\n\nSection 1.1: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.2: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.3: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.4: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.5: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.6: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.7: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.8: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nConfidential | Page 1 of 5\n\nQuarterly
+        Operations Report\n\n# Revenue Chart and Formula Review\n\nQuarterly revenue
+        bar chart with four blue bars labeled Q1 through Q4. Q1 is the lowest, Q2
+        is higher, Q3 is lower than Q2, and Q4 is the tallest bar; no numeric y-axis
+        or units are shown.\n\nBlue geometric line drawing on a square grid, with
+        a central square and diagonal lines extending to the grid corners.\n\n\n\nFormula:
+        gross margin = (revenue - cost) / revenue\n\n\n\nSection 2.1: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.2: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.3: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.4: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.5: Invoice totals, regional revenue, and reconciliation
+        notes. Section 2.6: Invoice totals, regional revenue, and reconciliation notes.
+        Section 2.7: Invoice totals, regional revenue, and reconciliation notes. Section
+        2.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 2 of 5\n\nQuarterly Operations Report\n\n# Key Values, Link, Highlight,
+        and Comment\n\nInvoice Number: INV-2048\n\nPurchase Order: PO-4096\n\n## https://example.com/invoices/INV-2048\nHighlighted
+        total requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\n\n\n## Revised total. 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nLinear barcode.\n\nConfidential | Page
+        3 of 5\n\nQuarterly Operations Report\n\n# Approval Signature and Watermark\n\nApproved
+        by: Jordan Lee\nSignature: <signature>\n\nSection 4.1: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.2: Invoice totals, regional revenue,
+        and reconciliation notes. DRAFT Section 4.3: Invoice totals, regional revenue,
+        and reconciliation notes. Section 4.4: Invoice totals, regional revenue, and
+        reconciliation notes. Section 4.5: Invoice totals, regional revenue, and reconciliation
+        notes. Section 4.6: Invoice totals, regional revenue, and reconciliation notes.
+        Section 4.7: Invoice totals, regional revenue, and reconciliation notes. Section
+        4.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 4 of 5\n\nQuarterly Operations Report\n\n# Appendix with Section Boundaries\n\n##
+        1. Scope\n\n## 2. Findings\n\n## 3. Recommendations\n\nSection 5.1: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.2: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.3: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.4: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.5: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.6: Invoice totals, regional revenue, and reconciliation
+        notes. Section 5.7: Invoice totals, regional revenue, and reconciliation notes.
+        Section 5.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 5 of 5","embed":"Quarterly Operations Report\n\n# Invoice Summary and
+        Line Items\n\n| Item                  | Quantity   | Amount   |\n|-|-|-|\n|
+        Document analysis     | 2          | 120.00   |\n| Document verification |
+        1          | 80.00    |\n\n| Item continued     | Quantity   | Amount   |\n|-|-|-|\n|
+        Fixture validation | 3          | 45.00    |\n| Provider review    | 1          |
+        25.00    |\n\nSection 1.1: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.2: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.3: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.4: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.5: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.6: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.7: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 1 of 5\n\nQuarterly Operations Report\n\n# Revenue
+        Chart and Formula Review\n\nQuarterly revenue bar chart with four blue bars
+        labeled Q1 through Q4. Q1 is the lowest, Q2 is higher, Q3 is lower than Q2,
+        and Q4 is the tallest bar; no numeric y-axis or units are shown.\n\nBlue geometric
+        line drawing on a square grid, with a central square and diagonal lines extending
+        to the grid corners.\n\n\n\nFormula: gross margin = (revenue - cost) / revenue\n\n\n\nSection
+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 2 of 5\n\nQuarterly Operations Report\n\n# Key
+        Values, Link, Highlight, and Comment\n\nInvoice Number: INV-2048\n\nPurchase
+        Order: PO-4096\n\n## https://example.com/invoices/INV-2048\nHighlighted total
+        requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\n\n\n## Revised total. 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nLinear barcode.\n\nConfidential | Page
+        3 of 5\n\nQuarterly Operations Report\n\n# Approval Signature and Watermark\n\nApproved
+        by: Jordan Lee\nSignature: <signature>\n\nSection 4.1: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.2: Invoice totals, regional revenue,
+        and reconciliation notes. DRAFT Section 4.3: Invoice totals, regional revenue,
+        and reconciliation notes. Section 4.4: Invoice totals, regional revenue, and
+        reconciliation notes. Section 4.5: Invoice totals, regional revenue, and reconciliation
+        notes. Section 4.6: Invoice totals, regional revenue, and reconciliation notes.
+        Section 4.7: Invoice totals, regional revenue, and reconciliation notes. Section
+        4.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 4 of 5\n\nQuarterly Operations Report\n\n# Appendix with Section Boundaries\n\n##
+        1. Scope\n\n## 2. Findings\n\n## 3. Recommendations\n\nSection 5.1: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.2: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.3: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.4: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.5: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.6: Invoice totals, regional revenue, and reconciliation
+        notes. Section 5.7: Invoice totals, regional revenue, and reconciliation notes.
+        Section 5.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
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+        Item                  | Quantity   | Amount   |\n|-|-|-|\n| Document analysis     |
+        2          | 120.00   |\n| Document verification | 1          | 80.00    |","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9576186398665111},"extra":null},{"type":"Table","bbox":{"left":0.0727124183006536,"top":0.24116161616161616,"width":0.8488562091503268,"height":0.13320707070707072,"page":1,"original_page":1},"content":"|
+        Item continued     | Quantity   | Amount   |\n|-|-|-|\n| Fixture validation
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+        1.1: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7204042226076126},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4255050505050505,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.2: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6971822381019592},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.46085858585858586,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.3: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6927557319402695},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4962121212121212,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.4: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6769042581319809},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5315656565656566,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.5: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.683884510397911},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5669191919191919,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
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+        1.8: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6971822381019592},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":1,"original_page":1},"content":"Confidential
+        | Page 1 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9209042668342591},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.017676767676767676,"width":0.22712418300653595,"height":0.012626262626262626,"page":2,"original_page":2},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9090005308389664},"extra":null},{"type":"Title","bbox":{"left":0.07352941176470588,"top":0.037247474747474744,"width":0.4452614379084967,"height":0.027777777777777776,"page":2,"original_page":2},"content":"Revenue
+        Chart and Formula Review","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8688214063644409},"extra":null},{"type":"Figure","bbox":{"left":0.10457516339869281,"top":0.07386363636363637,"width":0.6070261437908496,"height":0.1849747474747475,"page":2,"original_page":2},"content":"Quarterly
+        revenue bar chart with four blue bars labeled Q1 through Q4. Q1 is the lowest,
+        Q2 is higher, Q3 is lower than Q2, and Q4 is the tallest bar; no numeric y-axis
+        or units are shown.","image_url":null,"chart_data":null,"confidence":"low","granular_confidence":{"extract_confidence":null,"parse_confidence":0.4104905590415001},"extra":null},{"type":"Figure","bbox":{"left":0.741607666015625,"top":0.0819091796875,"width":0.11834716796875,"height":0.092529296875,"page":2,"original_page":2},"content":"Blue
+        geometric line drawing on a square grid, with a central square and diagonal
+        lines extending to the grid corners.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.303449621796608},"extra":null},{"type":"Figure","bbox":{"left":0.741546630859375,"top":0.20660400390625,"width":0.11749267578125,"height":0.0811767578125,"page":2,"original_page":2},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.28771371841430665},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.29292929292929293,"width":0.33169934640522875,"height":0.015782828282828284,"page":2,"original_page":2},"content":"Formula:
+        gross margin = (revenue - cost) / revenue","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9167426466941834},"extra":null},{"type":"Figure","bbox":{"left":0.7423095703125,"top":0.309906005859375,"width":0.076904296875,"height":0.06085205078125,"page":2,"original_page":2},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.3421227872371674},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.26452020202020204,"page":2,"original_page":2},"content":"Section
+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
+        notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6421052008867263},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":2,"original_page":2},"content":"Confidential
+        | Page 2 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9227842718362809},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.017676767676767676,"width":0.22712418300653595,"height":0.012626262626262626,"page":3,"original_page":3},"content":"Quarterly
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+        Values, Link, Highlight, and Comment","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.907549238204956},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.09974747474747475,"width":0.23039215686274508,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Invoice
+        Number: INV-2048","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7455861002206803},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.13131313131313133,"width":0.22712418300653595,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Purchase
+        Order: PO-4096","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7557907789945602},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.26073232323232326,"width":0.3382352941176471,"height":0.03535353535353535,"page":3,"original_page":3},"content":"https://example.com/invoices/INV-2048\nHighlighted
+        total requiring review","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6238544598221779},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.3143939393939394,"width":0.5424836601307189,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Reviewer
+        comment: verify the highlighted total before approval","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6458791196346283},"extra":null},{"type":"Figure","bbox":{"left":0.848846435546875,"top":0.3119659423828125,"width":0.03472900390625,"height":0.025482177734375,"page":3,"original_page":3},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.35475045442581177},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.36426767676767674,"width":0.1830065359477124,"height":0.010732323232323232,"page":3,"original_page":3},"content":"Revised
+        total. 245.00","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7559733480215072},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.1: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7197816997766495},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4255050505050505,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.2: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7241321921348571},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.46085858585858586,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.3: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7395129382610321},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4962121212121212,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.4: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7290821939706802},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5315656565656566,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.5: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7154147416353225},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5669191919191919,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.6: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7340064704418182},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6022727272727273,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.7: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7154147416353225},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6376262626262627,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.8: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7204042226076126},"extra":null},{"type":"Figure","bbox":{"left":0.1739501953125,"top":0.74609375,"width":0.244873046875,"height":0.091796875,"page":3,"original_page":3},"content":"Linear
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+        | Page 3 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9031270325183869},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.018308080808080808,"width":0.22712418300653595,"height":0.011994949494949494,"page":4,"original_page":4},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8802960753440857},"extra":null},{"type":"Title","bbox":{"left":0.0718954248366013,"top":0.0422979797979798,"width":0.4387254901960784,"height":0.020833333333333332,"page":4,"original_page":4},"content":"Approval
+        Signature and Watermark","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9190816521644593},"extra":null},{"type":"Key
+        Value","bbox":{"left":0.07026143790849673,"top":0.18181818181818182,"width":0.43790849673202614,"height":0.09090909090909091,"page":4,"original_page":4},"content":"Approved
+        by: Jordan Lee\nSignature: <signature>","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8993409156799317},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.3434343434343434,"width":0.5016339869281046,"height":0.31123737373737376,"page":4,"original_page":4},"content":"Section
+        4.1: Invoice totals, regional revenue, and reconciliation notes. Section 4.2:
+        Invoice totals, regional revenue, and reconciliation notes. DRAFT Section
+        4.3: Invoice totals, regional revenue, and reconciliation notes. Section 4.4:
+        Invoice totals, regional revenue, and reconciliation notes. Section 4.5: Invoice
+        totals, regional revenue, and reconciliation notes. Section 4.6: Invoice totals,
+        regional revenue, and reconciliation notes. Section 4.7: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.8: Invoice totals, regional revenue,
+        and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7228909820318221},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":4,"original_page":4},"content":"Confidential
+        | Page 4 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9192615240812302},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.018308080808080808,"width":0.22712418300653595,"height":0.011994949494949494,"page":5,"original_page":5},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9078197360038758},"extra":null},{"type":"Title","bbox":{"left":0.0727124183006536,"top":0.0422979797979798,"width":0.4305555555555556,"height":0.019570707070707072,"page":5,"original_page":5},"content":"Appendix
+        with Section Boundaries","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9206764549016953},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.09722222222222222,"width":0.09395424836601307,"height":0.023989898989898988,"page":5,"original_page":5},"content":"1.
+        Scope","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8958270728588105},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.0718954248366013,"top":0.16666666666666666,"width":0.12091503267973856,"height":0.015151515151515152,"page":5,"original_page":5},"content":"2.
+        Findings","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9091683983802795},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.2297979797979798,"width":0.22875816993464052,"height":0.012626262626262626,"page":5,"original_page":5},"content":"3.
+        Recommendations","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9221650391817092},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.26452020202020204,"page":5,"original_page":5},"content":"Section
+        5.1: Invoice totals, regional revenue, and reconciliation notes. Section 5.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 5.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.8: Invoice totals, regional revenue, and reconciliation
+        notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7166640102863311},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":5,"original_page":5},"content":"Confidential
+        | Page 5 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9235781162977219},"extra":null}]}],"ocr":null,"custom":null},"parse_mode":null,"document_properties":null}'
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+      - application/json
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+      - Wed, 02 Sep 2026 22:36:36 GMT
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+      message: ''
+recorded_at: '2026-09-02T22:36:37.277048+00:00'
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and 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+        type: document_url
+      model: reducto/parse-v3
+      settings:
+        return_images: []
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/4db756dc56f107184bd5d9146d4311816cc0fe5ef96681af4dcb78768d54c37b.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/4db756dc56f107184bd5d9146d4311816cc0fe5ef96681af4dcb78768d54c37b.yaml
new file mode 100644
index 00000000000..22497366d0e
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/4db756dc56f107184bd5d9146d4311816cc0fe5ef96681af4dcb78768d54c37b.yaml
@@ -0,0 +1,724 @@
+interactions:
+- request:
+    body: !!binary |
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+        Operations Report\n\n# Invoice Summary and Line Items\n\n| Item                  |
+        Quantity   | Amount   |\n|-|-|-|\n| Document analysis     | 2          | 120.00   |\n|
+        Document verification | 1          | 80.00    |\n\n| Item continued     |
+        Quantity   | Amount   |\n|-|-|-|\n| Fixture validation | 3          | 45.00    |\n|
+        Provider review    | 1          | 25.00    |\n\nSection 1.1: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.2: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.3: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.4: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.5: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.6: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.7: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.8: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nConfidential | Page 1 of 5\n\nQuarterly
+        Operations Report\n\n# Revenue Chart and Formula Review\n\nQuarterly revenue
+        bar chart with four blue bars labeled Q1, Q2, Q3, and Q4. Q1 is the lowest,
+        Q2 is higher, Q3 is slightly lower than Q2, and Q4 is the tallest bar.\n\nBlue
+        geometric line drawing on a square grid, with a central square and diagonal
+        lines extending to the grid corners.\n\n\n\nFormula: gross margin = (revenue
+        - cost) / revenue\n\n\n\nSection 2.1: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.2: Invoice totals, regional revenue, and reconciliation
+        notes. Section 2.3: Invoice totals, regional revenue, and reconciliation notes.
+        Section 2.4: Invoice totals, regional revenue, and reconciliation notes. Section
+        2.5: Invoice totals, regional revenue, and reconciliation notes. Section 2.6:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.7: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.8: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nConfidential | Page 2 of 5\n\nQuarterly
+        Operations Report\n\n# Key Values, Link, Highlight, and Comment\n\nInvoice
+        Number: INV-2048\n\nPurchase Order: PO-4096\n\n## https://example.com/invoices/INV-2048\nHighlighted
+        total requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\n\n\n## Revised total. 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nLinear barcode.\n\nConfidential | Page
+        3 of 5\n\nQuarterly Operations Report\n\n# Approval Signature and Watermark\n\nApproved
+        by: Jordan Lee\nSignature: <signature>\n\nSection 4.1: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.2: Invoice totals, regional revenue,
+        and reconciliation notes. DRAFT Section 4.3: Invoice totals, regional revenue,
+        and reconciliation notes. Section 4.4: Invoice totals, regional revenue, and
+        reconciliation notes. Section 4.5: Invoice totals, regional revenue, and reconciliation
+        notes. Section 4.6: Invoice totals, regional revenue, and reconciliation notes.
+        Section 4.7: Invoice totals, regional revenue, and reconciliation notes. Section
+        4.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 4 of 5\n\nQuarterly Operations Report\n\n# Appendix with Section Boundaries\n\n##
+        1. Scope\n\n## 2. Findings\n\n## 3. Recommendations\n\nSection 5.1: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.2: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.3: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.4: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.5: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.6: Invoice totals, regional revenue, and reconciliation
+        notes. Section 5.7: Invoice totals, regional revenue, and reconciliation notes.
+        Section 5.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 5 of 5","embed":"Quarterly Operations Report\n\n# Invoice Summary and
+        Line Items\n\n| Item                  | Quantity   | Amount   |\n|-|-|-|\n|
+        Document analysis     | 2          | 120.00   |\n| Document verification |
+        1          | 80.00    |\n\n| Item continued     | Quantity   | Amount   |\n|-|-|-|\n|
+        Fixture validation | 3          | 45.00    |\n| Provider review    | 1          |
+        25.00    |\n\nSection 1.1: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.2: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.3: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.4: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.5: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.6: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.7: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 1 of 5\n\nQuarterly Operations Report\n\n# Revenue
+        Chart and Formula Review\n\nQuarterly revenue bar chart with four blue bars
+        labeled Q1, Q2, Q3, and Q4. Q1 is the lowest, Q2 is higher, Q3 is slightly
+        lower than Q2, and Q4 is the tallest bar.\n\nBlue geometric line drawing on
+        a square grid, with a central square and diagonal lines extending to the grid
+        corners.\n\n\n\nFormula: gross margin = (revenue - cost) / revenue\n\n\n\nSection
+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 2 of 5\n\nQuarterly Operations Report\n\n# Key
+        Values, Link, Highlight, and Comment\n\nInvoice Number: INV-2048\n\nPurchase
+        Order: PO-4096\n\n## https://example.com/invoices/INV-2048\nHighlighted total
+        requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\n\n\n## Revised total. 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nLinear barcode.\n\nConfidential | Page
+        3 of 5\n\nQuarterly Operations Report\n\n# Approval Signature and Watermark\n\nApproved
+        by: Jordan Lee\nSignature: <signature>\n\nSection 4.1: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.2: Invoice totals, regional revenue,
+        and reconciliation notes. DRAFT Section 4.3: Invoice totals, regional revenue,
+        and reconciliation notes. Section 4.4: Invoice totals, regional revenue, and
+        reconciliation notes. Section 4.5: Invoice totals, regional revenue, and reconciliation
+        notes. Section 4.6: Invoice totals, regional revenue, and reconciliation notes.
+        Section 4.7: Invoice totals, regional revenue, and reconciliation notes. Section
+        4.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 4 of 5\n\nQuarterly Operations Report\n\n# Appendix with Section Boundaries\n\n##
+        1. Scope\n\n## 2. Findings\n\n## 3. Recommendations\n\nSection 5.1: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.2: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.3: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.4: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.5: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.6: Invoice totals, regional revenue, and reconciliation
+        notes. Section 5.7: Invoice totals, regional revenue, and reconciliation notes.
+        Section 5.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
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+        1.5: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.683884510397911},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5669191919191919,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.6: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7034911513328552},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6022727272727273,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.7: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6940211951732635},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6376262626262627,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.8: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6971822381019592},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":1,"original_page":1},"content":"Confidential
+        | Page 1 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9209042668342591},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.017676767676767676,"width":0.22712418300653595,"height":0.012626262626262626,"page":2,"original_page":2},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9090005308389664},"extra":null},{"type":"Title","bbox":{"left":0.07352941176470588,"top":0.037247474747474744,"width":0.4452614379084967,"height":0.027777777777777776,"page":2,"original_page":2},"content":"Revenue
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+        revenue bar chart with four blue bars labeled Q1, Q2, Q3, and Q4. Q1 is the
+        lowest, Q2 is higher, Q3 is slightly lower than Q2, and Q4 is the tallest
+        bar.","image_url":"https://prod-storage20241010144745140900000001.s3.amazonaws.com/org/8bd983d1-47dd-440b-93d8-431412d819bf/03adce84-7b51-4cc0-99fe-5d3076303941/4bcf22d0-9933-4f59-b1c0-edf367185d90.png?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=AKIA2UOK6OVBOUYL7WYA%2F20260902%2Fus-west-2%2Fs3%2Faws4_request&X-Amz-Date=20260902T223638Z&X-Amz-Expires=43200&X-Amz-SignedHeaders=host&X-Amz-Signature=58d9022fa9056247daa3f7beb24d658bf49c6f2242a98bae627a300113776b86","chart_data":null,"confidence":"low","granular_confidence":{"extract_confidence":null,"parse_confidence":0.4104905590415001},"extra":null},{"type":"Figure","bbox":{"left":0.741607666015625,"top":0.0819091796875,"width":0.11834716796875,"height":0.092529296875,"page":2,"original_page":2},"content":"Blue
+        geometric line drawing on a square grid, with a central square and diagonal
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+        gross margin = (revenue - cost) / revenue","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9167426466941834},"extra":null},{"type":"Figure","bbox":{"left":0.7423095703125,"top":0.309906005859375,"width":0.076904296875,"height":0.06085205078125,"page":2,"original_page":2},"content":"","image_url":"https://prod-storage20241010144745140900000001.s3.amazonaws.com/org/8bd983d1-47dd-440b-93d8-431412d819bf/03adce84-7b51-4cc0-99fe-5d3076303941/53e55c99-36d7-44c7-a43d-665c11c2f9ab.png?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=AKIA2UOK6OVBOUYL7WYA%2F20260902%2Fus-west-2%2Fs3%2Faws4_request&X-Amz-Date=20260902T223638Z&X-Amz-Expires=43200&X-Amz-SignedHeaders=host&X-Amz-Signature=427dcecefe21459d4f9236628946da1faae89c7d02c11a505c385a3f20f1e3dd","chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.3421227872371674},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.26452020202020204,"page":2,"original_page":2},"content":"Section
+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
+        notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6421052008867263},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":2,"original_page":2},"content":"Confidential
+        | Page 2 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9227842718362809},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.017676767676767676,"width":0.22712418300653595,"height":0.012626262626262626,"page":3,"original_page":3},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.805020660161972},"extra":null},{"type":"Title","bbox":{"left":0.07352941176470588,"top":0.037247474747474744,"width":0.5236928104575164,"height":0.027777777777777776,"page":3,"original_page":3},"content":"Key
+        Values, Link, Highlight, and Comment","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.907549238204956},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.09974747474747475,"width":0.23039215686274508,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Invoice
+        Number: INV-2048","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7455861002206803},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.13131313131313133,"width":0.22712418300653595,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Purchase
+        Order: PO-4096","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7557907789945602},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.26073232323232326,"width":0.3382352941176471,"height":0.03535353535353535,"page":3,"original_page":3},"content":"https://example.com/invoices/INV-2048\nHighlighted
+        total requiring review","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6238544598221779},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.3143939393939394,"width":0.5424836601307189,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Reviewer
+        comment: verify the highlighted total before approval","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6458791196346283},"extra":null},{"type":"Figure","bbox":{"left":0.848846435546875,"top":0.3119659423828125,"width":0.03472900390625,"height":0.025482177734375,"page":3,"original_page":3},"content":"","image_url":"https://prod-storage20241010144745140900000001.s3.amazonaws.com/org/8bd983d1-47dd-440b-93d8-431412d819bf/03adce84-7b51-4cc0-99fe-5d3076303941/471564ac-e4da-4743-a532-080b1ac7bb77.png?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=AKIA2UOK6OVBOUYL7WYA%2F20260902%2Fus-west-2%2Fs3%2Faws4_request&X-Amz-Date=20260902T223638Z&X-Amz-Expires=43200&X-Amz-SignedHeaders=host&X-Amz-Signature=67cb0c97716c01bdd56b3c204de42ff50aa18fdbdde269b3127b219530bc36a7","chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.35475045442581177},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.36426767676767674,"width":0.1830065359477124,"height":0.010732323232323232,"page":3,"original_page":3},"content":"Revised
+        total. 245.00","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7559733480215072},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.1: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7197816997766495},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4255050505050505,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.2: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7241321921348571},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.46085858585858586,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.3: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7395129382610321},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4962121212121212,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.4: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7290821939706802},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5315656565656566,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.5: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7154147416353225},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5669191919191919,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.6: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7340064704418182},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6022727272727273,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.7: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7154147416353225},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6376262626262627,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.8: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7204042226076126},"extra":null},{"type":"Figure","bbox":{"left":0.1739501953125,"top":0.74609375,"width":0.244873046875,"height":0.091796875,"page":3,"original_page":3},"content":"Linear
+        barcode.","image_url":"https://prod-storage20241010144745140900000001.s3.amazonaws.com/org/8bd983d1-47dd-440b-93d8-431412d819bf/03adce84-7b51-4cc0-99fe-5d3076303941/9ecfed78-142f-4e68-b321-9e5aea5ee356.png?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=AKIA2UOK6OVBOUYL7WYA%2F20260902%2Fus-west-2%2Fs3%2Faws4_request&X-Amz-Date=20260902T223638Z&X-Amz-Expires=43200&X-Amz-SignedHeaders=host&X-Amz-Signature=8257af3995acc8580919ab544f6f2cdf240853560392704d872a8c14e2fdf28c","chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6302859634160995},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":3,"original_page":3},"content":"Confidential
+        | Page 3 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9031270325183869},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.018308080808080808,"width":0.22712418300653595,"height":0.011994949494949494,"page":4,"original_page":4},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8802960753440857},"extra":null},{"type":"Title","bbox":{"left":0.0718954248366013,"top":0.0422979797979798,"width":0.4387254901960784,"height":0.020833333333333332,"page":4,"original_page":4},"content":"Approval
+        Signature and Watermark","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9190816521644593},"extra":null},{"type":"Key
+        Value","bbox":{"left":0.07026143790849673,"top":0.18181818181818182,"width":0.43790849673202614,"height":0.09090909090909091,"page":4,"original_page":4},"content":"Approved
+        by: Jordan Lee\nSignature: <signature>","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8993409156799317},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.3434343434343434,"width":0.5016339869281046,"height":0.31123737373737376,"page":4,"original_page":4},"content":"Section
+        4.1: Invoice totals, regional revenue, and reconciliation notes. Section 4.2:
+        Invoice totals, regional revenue, and reconciliation notes. DRAFT Section
+        4.3: Invoice totals, regional revenue, and reconciliation notes. Section 4.4:
+        Invoice totals, regional revenue, and reconciliation notes. Section 4.5: Invoice
+        totals, regional revenue, and reconciliation notes. Section 4.6: Invoice totals,
+        regional revenue, and reconciliation notes. Section 4.7: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.8: Invoice totals, regional revenue,
+        and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7228909820318221},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":4,"original_page":4},"content":"Confidential
+        | Page 4 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9192615240812302},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.018308080808080808,"width":0.22712418300653595,"height":0.011994949494949494,"page":5,"original_page":5},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9078197360038758},"extra":null},{"type":"Title","bbox":{"left":0.0727124183006536,"top":0.0422979797979798,"width":0.4305555555555556,"height":0.019570707070707072,"page":5,"original_page":5},"content":"Appendix
+        with Section Boundaries","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9206764549016953},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.09722222222222222,"width":0.09395424836601307,"height":0.023989898989898988,"page":5,"original_page":5},"content":"1.
+        Scope","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8958270728588105},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.0718954248366013,"top":0.16666666666666666,"width":0.12091503267973856,"height":0.015151515151515152,"page":5,"original_page":5},"content":"2.
+        Findings","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9091683983802795},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.2297979797979798,"width":0.22875816993464052,"height":0.012626262626262626,"page":5,"original_page":5},"content":"3.
+        Recommendations","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9221650391817092},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.26452020202020204,"page":5,"original_page":5},"content":"Section
+        5.1: Invoice totals, regional revenue, and reconciliation notes. Section 5.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 5.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.8: Invoice totals, regional revenue, and reconciliation
+        notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7166640102863311},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":5,"original_page":5},"content":"Confidential
+        | Page 5 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9235781162977219},"extra":null}]}],"ocr":null,"custom":null},"parse_mode":null,"document_properties":null}'
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+      - Wed, 02 Sep 2026 22:36:39 GMT
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+recorded_at: '2026-09-02T22:36:39.358728+00:00'
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 3.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 3.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 3.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
21 0 obj
<<
/Length 1494
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Approval Signature and Watermark) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 4 of 5) Tj T* ET
q
.827451 .827451 .827451 rg
BT /F2 54 Tf 64.8 TL ET
.906308 .422618 -0.422618 .906308 110 390 cm
BT 1 0 0 1 0 0 Tm (DRAFT) Tj T* ET
Q
0 0 0 rg
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 635 Tm (Approved by: Jordan Lee) Tj T* ET
n 45 610 m 310 610 l S
n 55 595 m 75 625 112 602 155 600 c S
BT 1 0 0 1 45 580 Tm (Signature) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 4.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 4.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 4.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 4.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 4.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 4.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 4.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 4.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
22 0 obj
<<
/Length 1327
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Appendix with Section Boundaries) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 5 of 5) Tj T* ET
BT /F2 14 Tf 16.8 TL ET
BT 1 0 0 1 45 700 Tm (1. Scope) Tj T* ET
BT 1 0 0 1 45 650 Tm (2. Findings) Tj T* ET
BT 1 0 0 1 45 600 Tm (3. Recommendations) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 5.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 5.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 5.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 5.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 5.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 5.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 5.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 5.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
xref
0 23
0000000000 65535 f 
0000000061 00000 n 
0000000102 00000 n 
0000000209 00000 n 
0000000321 00000 n 
0000000516 00000 n 
0000006322 00000 n 
0000012824 00000 n 
0000014142 00000 n 
0000014496 00000 n 
0000014664 00000 n 
0000014850 00000 n 
0000015028 00000 n 
0000015256 00000 n 
0000015452 00000 n 
0000015648 00000 n 
0000015718 00000 n 
0000016128 00000 n 
0000016215 00000 n 
0000018552 00000 n 
0000020327 00000 n 
0000022845 00000 n 
0000024391 00000 n 
trailer
<<
/ID 
[<cb011a3ef088e46b638e8b45c01a470f><cb011a3ef088e46b638e8b45c01a470f>]
% ReportLab generated PDF document -- digest (opensource)

/Info 16 0 R
/Root 15 0 R
/Size 23
>>
startxref
25770
%%EOF

+        type: document_url
+      model: reducto/parse-v3
+      settings:
+        return_images:
+        - figure
+        - table
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/50890748074024915ef138fcb8e0c95f731a0913d223fbe1780bbaaef1ecd835.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/50890748074024915ef138fcb8e0c95f731a0913d223fbe1780bbaaef1ecd835.yaml
new file mode 100644
index 00000000000..31f5ed2be1c
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/50890748074024915ef138fcb8e0c95f731a0913d223fbe1780bbaaef1ecd835.yaml
@@ -0,0 +1,83 @@
+interactions:
+- request:
+    body: "--43159c32150fa5f506932c4b4a645ef6\r\nContent-Disposition: form-data; name=\"file\";
+      filename=\"document\"\r\nContent-Type: application/pdf\r\n\r\n%PDF-1.4\n1 0
+      obj\n<< /Type /Catalog /Pages 2 0 R >>\nendobj\n2 0 obj\n<< /Type /Pages /Kids
+      [3 0 R] /Count 1 >>\nendobj\n3 0 obj\n<< /Type /Page /Parent 2 0 R /Resources
+      4 0 R /MediaBox [0 0 612 792] /Contents 5 0 R >>\nendobj\n4 0 obj\n<< /Font
+      << /F1 << /Type /Font /Subtype /Type1 /BaseFont /Helvetica >> >> >>\nendobj\n5
+      0 obj\n<< /Length 44 >>\nstream\nBT\n/F1 12 Tf\n100 700 Td\n(Test PDF File)
+      Tj\nET\nendstream\nendobj\nxref\n0 6\n0000000000 65535 f \n0000000009 00000
+      n \n0000000058 00000 n \n0000000115 00000 n \n0000000214 00000 n \n0000000293
+      00000 n \ntrailer\n<< /Size 6 /Root 1 0 R >>\nstartxref\n385\n%%EOF\n\r\n--43159c32150fa5f506932c4b4a645ef6--\r\n"
+    headers:
+      Accept:
+      - '*/*'
+      Content-Type:
+      - multipart/form-data; boundary=43159c32150fa5f506932c4b4a645ef6
+      User-Agent:
+      - litellm/1.101.0
+    method: POST
+    uri: http://parity-provider.invalid/upload
+  response:
+    body:
+      string: '{"file_id":"reducto://f8bf17e8-ca0b-4add-b484-9982d2e4ac2a.pdf","presigned_url":null}'
+    headers:
+      Content-Type:
+      - application/json
+      Date:
+      - Tue, 01 Sep 2026 19:54:50 GMT
+    status:
+      code: 200
+      message: ''
+- request:
+    body: '{"input":"reducto://f8bf17e8-ca0b-4add-b484-9982d2e4ac2a.pdf","formatting":{"add_page_markers":true,"table_output_format":"json","merge_tables":true,"include":["change_tracking","highlight","comments"]}}'
+    headers:
+      Accept:
+      - '*/*'
+      Content-Type:
+      - application/json
+      User-Agent:
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diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/557e370790c2a8105b16bacaed78ee3f6622d92038c476426bf163e29c5fa259.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/557e370790c2a8105b16bacaed78ee3f6622d92038c476426bf163e29c5fa259.yaml
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+        Operations Report\n\n# Invoice Summary and Line Items\n\n| Item                  |
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+        Document verification | 1          | 80.00    |","embed":"Quarterly Operations
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+        Invoice Summary and Line Items (cont.)\n\n| Item continued     | Quantity   |
+        Amount   |\n|-|-|-|\n| Fixture validation | 3          | 45.00    |\n| Provider
+        review    | 1          | 25.00    |\n\nSection 1.1: Invoice totals, regional
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+        revenue, and reconciliation notes.","embed":"# Invoice Summary and Line Items
+        (cont.)\n\n| Item continued     | Quantity   | Amount   |\n|-|-|-|\n| Fixture
+        validation | 3          | 45.00    |\n| Provider review    | 1          |
+        25.00    |\n\nSection 1.1: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.2: Invoice totals, regional revenue, and reconciliation
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+        Item continued     | Quantity   | Amount   |\n|-|-|-|\n| Fixture validation
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+        Invoice Summary and Line Items (cont.)\n\nSection 1.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 1.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 1.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 1.6: Invoice totals, regional
+        revenue, and reconciliation notes.","embed":"# Invoice Summary and Line Items
+        (cont.)\n\nSection 1.3: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.4: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.5: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.6: Invoice totals, regional revenue, and reconciliation
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+        1.4: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6769042581319809},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5315656565656566,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.5: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.683884510397911},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5669191919191919,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.6: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7034911513328552},"extra":null}]},{"content":"#
+        Invoice Summary and Line Items (cont.)\n\nSection 1.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 1.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nConfidential | Page 1 of 5\n\nQuarterly
+        Operations Report","embed":"# Invoice Summary and Line Items (cont.)\n\nSection
+        1.7: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 1 of 5\n\nQuarterly Operations Report","enriched":null,"enrichment_success":false,"blocks":[{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6022727272727273,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.7: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6940211951732635},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6376262626262627,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.8: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6971822381019592},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":1,"original_page":1},"content":"Confidential
+        | Page 1 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9209042668342591},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.017676767676767676,"width":0.22712418300653595,"height":0.012626262626262626,"page":2,"original_page":2},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9090005308389664},"extra":null}]},{"content":"#
+        Revenue Chart and Formula Review\n\nQuarterly revenue bar chart with four
+        blue bars labeled Q1, Q2, Q3, and Q4. Q1 is the lowest, Q2 is higher, Q3 is
+        lower than Q2, and Q4 is the tallest bar.\n\nBlue geometric line drawing on
+        a square grid, with a central square and diagonal lines extending to the grid
+        corners.","embed":"# Revenue Chart and Formula Review\n\nQuarterly revenue
+        bar chart with four blue bars labeled Q1, Q2, Q3, and Q4. Q1 is the lowest,
+        Q2 is higher, Q3 is lower than Q2, and Q4 is the tallest bar.\n\nBlue geometric
+        line drawing on a square grid, with a central square and diagonal lines extending
+        to the grid corners.","enriched":null,"enrichment_success":false,"blocks":[{"type":"Title","bbox":{"left":0.07352941176470588,"top":0.037247474747474744,"width":0.4452614379084967,"height":0.027777777777777776,"page":2,"original_page":2},"content":"Revenue
+        Chart and Formula Review","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8688214063644409},"extra":null},{"type":"Figure","bbox":{"left":0.10457516339869281,"top":0.07386363636363637,"width":0.6070261437908496,"height":0.1849747474747475,"page":2,"original_page":2},"content":"Quarterly
+        revenue bar chart with four blue bars labeled Q1, Q2, Q3, and Q4. Q1 is the
+        lowest, Q2 is higher, Q3 is lower than Q2, and Q4 is the tallest bar.","image_url":null,"chart_data":null,"confidence":"low","granular_confidence":{"extract_confidence":null,"parse_confidence":0.41049053817987446},"extra":null},{"type":"Figure","bbox":{"left":0.741607666015625,"top":0.0819091796875,"width":0.11834716796875,"height":0.092529296875,"page":2,"original_page":2},"content":"Blue
+        geometric line drawing on a square grid, with a central square and diagonal
+        lines extending to the grid corners.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.303449621796608},"extra":null},{"type":"Figure","bbox":{"left":0.741546630859375,"top":0.20660400390625,"width":0.11749267578125,"height":0.0811767578125,"page":2,"original_page":2},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.28771371841430665},"extra":null}]},{"content":"#
+        Revenue Chart and Formula Review (cont.)\n\nFormula: gross margin = (revenue
+        - cost) / revenue","embed":"# Revenue Chart and Formula Review (cont.)\n\nFormula:
+        gross margin = (revenue - cost) / revenue","enriched":null,"enrichment_success":false,"blocks":[{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.29292929292929293,"width":0.33169934640522875,"height":0.015782828282828284,"page":2,"original_page":2},"content":"Formula:
+        gross margin = (revenue - cost) / revenue","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9167426466941834},"extra":null},{"type":"Figure","bbox":{"left":0.7423095703125,"top":0.309906005859375,"width":0.076904296875,"height":0.06085205078125,"page":2,"original_page":2},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.3421227872371674},"extra":null}]},{"content":"#
+        Revenue Chart and Formula Review (cont.)\n\nSection 2.1: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.2: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.3: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.4: Invoice totals, regional revenue, and reconciliation
+        notes. Section 2.5: Invoice totals, regional revenue, and reconciliation notes.
+        Section 2.6: Invoice totals, regional revenue, and reconciliation notes. Section
+        2.7: Invoice totals, regional revenue, and reconciliation notes. Section 2.8:
+        Invoice totals, regional revenue, and reconciliation notes.","embed":"# Revenue
+        Chart and Formula Review (cont.)\n\nSection 2.1: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.2: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.3: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.4: Invoice totals, regional revenue, and reconciliation
+        notes. Section 2.5: Invoice totals, regional revenue, and reconciliation notes.
+        Section 2.6: Invoice totals, regional revenue, and reconciliation notes. Section
+        2.7: Invoice totals, regional revenue, and reconciliation notes. Section 2.8:
+        Invoice totals, regional revenue, and reconciliation notes.","enriched":null,"enrichment_success":false,"blocks":[{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.26452020202020204,"page":2,"original_page":2},"content":"Section
+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
+        notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6421052008867263},"extra":null}]},{"content":"#
+        Revenue Chart and Formula Review (cont.)\n\nConfidential | Page 2 of 5\n\nQuarterly
+        Operations Report\n\n# Key Values, Link, Highlight, and Comment\n\nInvoice
+        Number: INV-2048\n\nPurchase Order: PO-4096\n\n## https://example.com/invoices/INV-2048\nHighlighted
+        total requiring review\n\nReviewer comment: verify the highlighted total before
+        approval","embed":"# Revenue Chart and Formula Review (cont.)\n\nConfidential
+        | Page 2 of 5\n\nQuarterly Operations Report\n\n# Key Values, Link, Highlight,
+        and Comment\n\nInvoice Number: INV-2048\n\nPurchase Order: PO-4096\n\n## https://example.com/invoices/INV-2048\nHighlighted
+        total requiring review\n\nReviewer comment: verify the highlighted total before
+        approval","enriched":null,"enrichment_success":false,"blocks":[{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":2,"original_page":2},"content":"Confidential
+        | Page 2 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9227842718362809},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.017676767676767676,"width":0.22712418300653595,"height":0.012626262626262626,"page":3,"original_page":3},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.805020660161972},"extra":null},{"type":"Title","bbox":{"left":0.07352941176470588,"top":0.037247474747474744,"width":0.5236928104575164,"height":0.027777777777777776,"page":3,"original_page":3},"content":"Key
+        Values, Link, Highlight, and Comment","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.907549238204956},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.09974747474747475,"width":0.23039215686274508,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Invoice
+        Number: INV-2048","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7455861002206803},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.13131313131313133,"width":0.22712418300653595,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Purchase
+        Order: PO-4096","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7557907789945602},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.26073232323232326,"width":0.3382352941176471,"height":0.03535353535353535,"page":3,"original_page":3},"content":"https://example.com/invoices/INV-2048\nHighlighted
+        total requiring review","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6238544598221779},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.3143939393939394,"width":0.5424836601307189,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Reviewer
+        comment: verify the highlighted total before approval","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6458791196346283},"extra":null},{"type":"Figure","bbox":{"left":0.848846435546875,"top":0.3119659423828125,"width":0.03472900390625,"height":0.025482177734375,"page":3,"original_page":3},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.35475045442581177},"extra":null}]},{"content":"#
+        Key Values, Link, Highlight, and Comment (cont.)\n\n## Revised total. 245.00\n\nSection
+        3.1: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.2: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.3: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.4: Invoice totals, regional revenue, and reconciliation notes.","embed":"#
+        Key Values, Link, Highlight, and Comment (cont.)\n\n## Revised total. 245.00\n\nSection
+        3.1: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.2: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.3: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.4: Invoice totals, regional revenue, and reconciliation notes.","enriched":null,"enrichment_success":false,"blocks":[{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.36426767676767674,"width":0.1830065359477124,"height":0.010732323232323232,"page":3,"original_page":3},"content":"Revised
+        total. 245.00","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7559733480215072},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.1: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7197816997766495},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4255050505050505,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.2: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7241321921348571},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.46085858585858586,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.3: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7395129382610321},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4962121212121212,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.4: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7290821939706802},"extra":null}]},{"content":"#
+        Key Values, Link, Highlight, and Comment (cont.)\n\n## Revised total. 245.00
+        (cont.)\n\nSection 3.5: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 3.6: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 3.7: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 3.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nLinear barcode.","embed":"# Key Values, Link, Highlight, and Comment
+        (cont.)\n\n## Revised total. 245.00 (cont.)\n\nSection 3.5: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nLinear barcode.","enriched":null,"enrichment_success":false,"blocks":[{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5315656565656566,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.5: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7154147416353225},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5669191919191919,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.6: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7340064704418182},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6022727272727273,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.7: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7154147416353225},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6376262626262627,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.8: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7204042226076126},"extra":null},{"type":"Figure","bbox":{"left":0.1739501953125,"top":0.74609375,"width":0.244873046875,"height":0.091796875,"page":3,"original_page":3},"content":"Linear
+        barcode.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6302859634160995},"extra":null}]},{"content":"#
+        Key Values, Link, Highlight, and Comment (cont.)\n\n## Revised total. 245.00
+        (cont.)\n\nConfidential | Page 3 of 5\n\nQuarterly Operations Report\n\n#
+        Approval Signature and Watermark\n\nApproved by: Jordan Lee\nSignature: <signature>","embed":"#
+        Key Values, Link, Highlight, and Comment (cont.)\n\n## Revised total. 245.00
+        (cont.)\n\nConfidential | Page 3 of 5\n\nQuarterly Operations Report\n\n#
+        Approval Signature and Watermark\n\nApproved by: Jordan Lee\nSignature: <signature>","enriched":null,"enrichment_success":false,"blocks":[{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":3,"original_page":3},"content":"Confidential
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+        Signature and Watermark","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9190816521644593},"extra":null},{"type":"Key
+        Value","bbox":{"left":0.07026143790849673,"top":0.18181818181818182,"width":0.43790849673202614,"height":0.09090909090909091,"page":4,"original_page":4},"content":"Approved
+        by: Jordan Lee\nSignature: <signature>","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8993409156799317},"extra":null}]},{"content":"#
+        Approval Signature and Watermark (cont.)\n\nSection 4.1: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.2: Invoice totals, regional revenue,
+        and reconciliation notes. DRAFT Section 4.3: Invoice totals, regional revenue,
+        and reconciliation notes. Section 4.4: Invoice totals, regional revenue, and
+        reconciliation notes. Section 4.5: Invoice totals, regional revenue, and reconciliation
+        notes. Section 4.6: Invoice totals, regional revenue, and reconciliation notes.
+        Section 4.7: Invoice totals, regional revenue, and reconciliation notes. Section
+        4.8: Invoice totals, regional revenue, and reconciliation notes.","embed":"#
+        Approval Signature and Watermark (cont.)\n\nSection 4.1: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.2: Invoice totals, regional revenue,
+        and reconciliation notes. DRAFT Section 4.3: Invoice totals, regional revenue,
+        and reconciliation notes. Section 4.4: Invoice totals, regional revenue, and
+        reconciliation notes. Section 4.5: Invoice totals, regional revenue, and reconciliation
+        notes. Section 4.6: Invoice totals, regional revenue, and reconciliation notes.
+        Section 4.7: Invoice totals, regional revenue, and reconciliation notes. Section
+        4.8: Invoice totals, regional revenue, and reconciliation notes.","enriched":null,"enrichment_success":false,"blocks":[{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.3434343434343434,"width":0.5016339869281046,"height":0.31123737373737376,"page":4,"original_page":4},"content":"Section
+        4.1: Invoice totals, regional revenue, and reconciliation notes. Section 4.2:
+        Invoice totals, regional revenue, and reconciliation notes. DRAFT Section
+        4.3: Invoice totals, regional revenue, and reconciliation notes. Section 4.4:
+        Invoice totals, regional revenue, and reconciliation notes. Section 4.5: Invoice
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+        revenue, and reconciliation notes. Section 4.8: Invoice totals, regional revenue,
+        and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7228909820318221},"extra":null}]},{"content":"#
+        Approval Signature and Watermark (cont.)\n\nConfidential | Page 4 of 5\n\nQuarterly
+        Operations Report\n\n# Appendix with Section Boundaries\n\n## 1. Scope\n\n##
+        2. Findings","embed":"# Approval Signature and Watermark (cont.)\n\nConfidential
+        | Page 4 of 5\n\nQuarterly Operations Report\n\n# Appendix with Section Boundaries\n\n##
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+        with Section Boundaries","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.920676475763321},"extra":null},{"type":"Section
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+        Scope","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8958270728588105},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.0718954248366013,"top":0.16666666666666666,"width":0.12091503267973856,"height":0.015151515151515152,"page":5,"original_page":5},"content":"2.
+        Findings","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9091683983802795},"extra":null}]},{"content":"#
+        Appendix with Section Boundaries (cont.)\n\n## 3. Recommendations\n\nSection
+        5.1: Invoice totals, regional revenue, and reconciliation notes. Section 5.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 5.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.8: Invoice totals, regional revenue, and reconciliation
+        notes.","embed":"# Appendix with Section Boundaries (cont.)\n\n## 3. Recommendations\n\nSection
+        5.1: Invoice totals, regional revenue, and reconciliation notes. Section 5.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 5.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.8: Invoice totals, regional revenue, and reconciliation
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+        5.1: Invoice totals, regional revenue, and reconciliation notes. Section 5.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 5.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.8: Invoice totals, regional revenue, and reconciliation
+        notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7166640102863311},"extra":null}]},{"content":"#
+        Appendix with Section Boundaries (cont.)\n\n## 3. Recommendations (cont.)\n\nConfidential
+        | Page 5 of 5","embed":"# Appendix with Section Boundaries (cont.)\n\n## 3.
+        Recommendations (cont.)\n\nConfidential | Page 5 of 5","enriched":null,"enrichment_success":false,"blocks":[{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":5,"original_page":5},"content":"Confidential
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and 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+        type: document_url
+      model: reducto/parse-v3
+      retrieval:
+        chunking:
+          chunk_mode: variable
+          chunk_size: 250
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/5af84ad862f16a82dc62943520754d6ecc610fbd20c433690779bff84489ac89.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/5af84ad862f16a82dc62943520754d6ecc610fbd20c433690779bff84489ac89.yaml
new file mode 100644
index 00000000000..60c25f6b30c
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/5af84ad862f16a82dc62943520754d6ecc610fbd20c433690779bff84489ac89.yaml
@@ -0,0 +1,722 @@
+interactions:
+- request:
+    body: !!binary |
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+        Operations Report\n\n# Invoice Summary and Line Items\n\n| Item                  |
+        Quantity   | Amount   |\n|-|-|-|\n| Document analysis     | 2          | 120.00   |\n|
+        Document verification | 1          | 80.00    |\n\n| Item continued     |
+        Quantity   | Amount   |\n|-|-|-|\n| Fixture validation | 3          | 45.00    |\n|
+        Provider review    | 1          | 25.00    |\n\nSection 1.1: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.2: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.3: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.4: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.5: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.6: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.7: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.8: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nConfidential | Page 1 of 5\n\nQuarterly
+        Operations Report\n\n# Revenue Chart and Formula Review\n\nQuarterly revenue
+        bar chart with four blue bars labeled Q1 through Q4. Q1 is the lowest, Q2
+        is higher, Q3 is lower than Q2, and Q4 is the tallest bar; no numeric y-axis
+        or units are shown.\n\nBlue geometric line drawing on a square grid, with
+        a central square and diagonal lines extending to the grid corners.\n\n\n\nFormula:
+        gross margin = (revenue - cost) / revenue\n\n\n\nSection 2.1: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.2: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.3: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.4: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.5: Invoice totals, regional revenue, and reconciliation
+        notes. Section 2.6: Invoice totals, regional revenue, and reconciliation notes.
+        Section 2.7: Invoice totals, regional revenue, and reconciliation notes. Section
+        2.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 2 of 5\n\nQuarterly Operations Report\n\n# Key Values, Link, Highlight,
+        and Comment\n\nInvoice Number: INV-2048\n\nPurchase Order: PO-4096\n\n## https://example.com/invoices/INV-2048\nHighlighted
+        total requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\n\n\n## Revised total. 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nLinear barcode.\n\nConfidential | Page
+        3 of 5\n\nQuarterly Operations Report\n\n# Approval Signature and Watermark\n\nApproved
+        by: Jordan Lee\nSignature: <signature>\n\nSection 4.1: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.2: Invoice totals, regional revenue,
+        and reconciliation notes. DRAFT Section 4.3: Invoice totals, regional revenue,
+        and reconciliation notes. Section 4.4: Invoice totals, regional revenue, and
+        reconciliation notes. Section 4.5: Invoice totals, regional revenue, and reconciliation
+        notes. Section 4.6: Invoice totals, regional revenue, and reconciliation notes.
+        Section 4.7: Invoice totals, regional revenue, and reconciliation notes. Section
+        4.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 4 of 5\n\nQuarterly Operations Report\n\n# Appendix with Section Boundaries\n\n##
+        1. Scope\n\n## 2. Findings\n\n## 3. Recommendations\n\nSection 5.1: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.2: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.3: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.4: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.5: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.6: Invoice totals, regional revenue, and reconciliation
+        notes. Section 5.7: Invoice totals, regional revenue, and reconciliation notes.
+        Section 5.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 5 of 5","embed":"Quarterly Operations Report\n\n# Invoice Summary and
+        Line Items\n\n| Item                  | Quantity   | Amount   |\n|-|-|-|\n|
+        Document analysis     | 2          | 120.00   |\n| Document verification |
+        1          | 80.00    |\n\n| Item continued     | Quantity   | Amount   |\n|-|-|-|\n|
+        Fixture validation | 3          | 45.00    |\n| Provider review    | 1          |
+        25.00    |\n\nSection 1.1: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.2: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.3: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.4: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.5: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.6: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.7: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 1 of 5\n\nQuarterly Operations Report\n\n# Revenue
+        Chart and Formula Review\n\nQuarterly revenue bar chart with four blue bars
+        labeled Q1 through Q4. Q1 is the lowest, Q2 is higher, Q3 is lower than Q2,
+        and Q4 is the tallest bar; no numeric y-axis or units are shown.\n\nBlue geometric
+        line drawing on a square grid, with a central square and diagonal lines extending
+        to the grid corners.\n\n\n\nFormula: gross margin = (revenue - cost) / revenue\n\n\n\nSection
+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 2 of 5\n\nQuarterly Operations Report\n\n# Key
+        Values, Link, Highlight, and Comment\n\nInvoice Number: INV-2048\n\nPurchase
+        Order: PO-4096\n\n## https://example.com/invoices/INV-2048\nHighlighted total
+        requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\n\n\n## Revised total. 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nLinear barcode.\n\nConfidential | Page
+        3 of 5\n\nQuarterly Operations Report\n\n# Approval Signature and Watermark\n\nApproved
+        by: Jordan Lee\nSignature: <signature>\n\nSection 4.1: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.2: Invoice totals, regional revenue,
+        and reconciliation notes. DRAFT Section 4.3: Invoice totals, regional revenue,
+        and reconciliation notes. Section 4.4: Invoice totals, regional revenue, and
+        reconciliation notes. Section 4.5: Invoice totals, regional revenue, and reconciliation
+        notes. Section 4.6: Invoice totals, regional revenue, and reconciliation notes.
+        Section 4.7: Invoice totals, regional revenue, and reconciliation notes. Section
+        4.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 4 of 5\n\nQuarterly Operations Report\n\n# Appendix with Section Boundaries\n\n##
+        1. Scope\n\n## 2. Findings\n\n## 3. Recommendations\n\nSection 5.1: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.2: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.3: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.4: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.5: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.6: Invoice totals, regional revenue, and reconciliation
+        notes. Section 5.7: Invoice totals, regional revenue, and reconciliation notes.
+        Section 5.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
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+        Item                  | Quantity   | Amount   |\n|-|-|-|\n| Document analysis     |
+        2          | 120.00   |\n| Document verification | 1          | 80.00    |","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9576186398665111},"extra":null},{"type":"Table","bbox":{"left":0.0727124183006536,"top":0.24116161616161616,"width":0.8488562091503268,"height":0.13320707070707072,"page":1,"original_page":1},"content":"|
+        Item continued     | Quantity   | Amount   |\n|-|-|-|\n| Fixture validation
+        | 3          | 45.00    |\n| Provider review    | 1          | 25.00    |","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9573022246360778},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.1: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7204042226076126},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4255050505050505,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.2: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6971822381019592},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.46085858585858586,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.3: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6927557319402695},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4962121212121212,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.4: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6769042581319809},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5315656565656566,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.5: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.683884510397911},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5669191919191919,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
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+        1.7: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6940211951732635},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6376262626262627,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.8: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6971822381019592},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":1,"original_page":1},"content":"Confidential
+        | Page 1 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9209042668342591},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.017676767676767676,"width":0.22712418300653595,"height":0.012626262626262626,"page":2,"original_page":2},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9090005308389664},"extra":null},{"type":"Title","bbox":{"left":0.07352941176470588,"top":0.037247474747474744,"width":0.4452614379084967,"height":0.027777777777777776,"page":2,"original_page":2},"content":"Revenue
+        Chart and Formula Review","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8688214063644409},"extra":null},{"type":"Figure","bbox":{"left":0.10457516339869281,"top":0.07386363636363637,"width":0.6070261437908496,"height":0.1849747474747475,"page":2,"original_page":2},"content":"Quarterly
+        revenue bar chart with four blue bars labeled Q1 through Q4. Q1 is the lowest,
+        Q2 is higher, Q3 is lower than Q2, and Q4 is the tallest bar; no numeric y-axis
+        or units are shown.","image_url":null,"chart_data":null,"confidence":"low","granular_confidence":{"extract_confidence":null,"parse_confidence":0.4104905590415001},"extra":null},{"type":"Figure","bbox":{"left":0.741607666015625,"top":0.0819091796875,"width":0.11834716796875,"height":0.092529296875,"page":2,"original_page":2},"content":"Blue
+        geometric line drawing on a square grid, with a central square and diagonal
+        lines extending to the grid corners.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.303449621796608},"extra":null},{"type":"Figure","bbox":{"left":0.741546630859375,"top":0.20660400390625,"width":0.11749267578125,"height":0.0811767578125,"page":2,"original_page":2},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.28771371841430665},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.29292929292929293,"width":0.33169934640522875,"height":0.015782828282828284,"page":2,"original_page":2},"content":"Formula:
+        gross margin = (revenue - cost) / revenue","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9167426466941834},"extra":null},{"type":"Figure","bbox":{"left":0.7423095703125,"top":0.309906005859375,"width":0.076904296875,"height":0.06085205078125,"page":2,"original_page":2},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.3421227872371674},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.26452020202020204,"page":2,"original_page":2},"content":"Section
+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
+        notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6421052008867263},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":2,"original_page":2},"content":"Confidential
+        | Page 2 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9227842718362809},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.017676767676767676,"width":0.22712418300653595,"height":0.012626262626262626,"page":3,"original_page":3},"content":"Quarterly
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+        Values, Link, Highlight, and Comment","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.907549238204956},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.09974747474747475,"width":0.23039215686274508,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Invoice
+        Number: INV-2048","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7455861002206803},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.13131313131313133,"width":0.22712418300653595,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Purchase
+        Order: PO-4096","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7557907789945602},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.26073232323232326,"width":0.3382352941176471,"height":0.03535353535353535,"page":3,"original_page":3},"content":"https://example.com/invoices/INV-2048\nHighlighted
+        total requiring review","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6238544598221779},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.3143939393939394,"width":0.5424836601307189,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Reviewer
+        comment: verify the highlighted total before approval","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6458791196346283},"extra":null},{"type":"Figure","bbox":{"left":0.848846435546875,"top":0.3119659423828125,"width":0.03472900390625,"height":0.025482177734375,"page":3,"original_page":3},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.35475045442581177},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.36426767676767674,"width":0.1830065359477124,"height":0.010732323232323232,"page":3,"original_page":3},"content":"Revised
+        total. 245.00","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7559733480215072},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.1: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7197816997766495},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4255050505050505,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.2: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7241321921348571},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.46085858585858586,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.3: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7395129382610321},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4962121212121212,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.4: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7290821939706802},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5315656565656566,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.5: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7154147416353225},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5669191919191919,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.6: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7340064704418182},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6022727272727273,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.7: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7154147416353225},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6376262626262627,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.8: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7204042226076126},"extra":null},{"type":"Figure","bbox":{"left":0.1739501953125,"top":0.74609375,"width":0.244873046875,"height":0.091796875,"page":3,"original_page":3},"content":"Linear
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+        | Page 3 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9031270325183869},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.018308080808080808,"width":0.22712418300653595,"height":0.011994949494949494,"page":4,"original_page":4},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8802960753440857},"extra":null},{"type":"Title","bbox":{"left":0.0718954248366013,"top":0.0422979797979798,"width":0.4387254901960784,"height":0.020833333333333332,"page":4,"original_page":4},"content":"Approval
+        Signature and Watermark","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9190816521644593},"extra":null},{"type":"Key
+        Value","bbox":{"left":0.07026143790849673,"top":0.18181818181818182,"width":0.43790849673202614,"height":0.09090909090909091,"page":4,"original_page":4},"content":"Approved
+        by: Jordan Lee\nSignature: <signature>","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8993409156799317},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.3434343434343434,"width":0.5016339869281046,"height":0.31123737373737376,"page":4,"original_page":4},"content":"Section
+        4.1: Invoice totals, regional revenue, and reconciliation notes. Section 4.2:
+        Invoice totals, regional revenue, and reconciliation notes. DRAFT Section
+        4.3: Invoice totals, regional revenue, and reconciliation notes. Section 4.4:
+        Invoice totals, regional revenue, and reconciliation notes. Section 4.5: Invoice
+        totals, regional revenue, and reconciliation notes. Section 4.6: Invoice totals,
+        regional revenue, and reconciliation notes. Section 4.7: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.8: Invoice totals, regional revenue,
+        and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7228909820318221},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":4,"original_page":4},"content":"Confidential
+        | Page 4 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9192615240812302},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.018308080808080808,"width":0.22712418300653595,"height":0.011994949494949494,"page":5,"original_page":5},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9078197360038758},"extra":null},{"type":"Title","bbox":{"left":0.0727124183006536,"top":0.0422979797979798,"width":0.4305555555555556,"height":0.019570707070707072,"page":5,"original_page":5},"content":"Appendix
+        with Section Boundaries","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9206764549016953},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.09722222222222222,"width":0.09395424836601307,"height":0.023989898989898988,"page":5,"original_page":5},"content":"1.
+        Scope","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8958270728588105},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.0718954248366013,"top":0.16666666666666666,"width":0.12091503267973856,"height":0.015151515151515152,"page":5,"original_page":5},"content":"2.
+        Findings","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9091683983802795},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.2297979797979798,"width":0.22875816993464052,"height":0.012626262626262626,"page":5,"original_page":5},"content":"3.
+        Recommendations","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9221650391817092},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.26452020202020204,"page":5,"original_page":5},"content":"Section
+        5.1: Invoice totals, regional revenue, and reconciliation notes. Section 5.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 5.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.8: Invoice totals, regional revenue, and reconciliation
+        notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7166640102863311},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":5,"original_page":5},"content":"Confidential
+        | Page 5 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9235781162977219},"extra":null}]}],"ocr":null,"custom":null},"parse_mode":null,"document_properties":null}'
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+      - application/json
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+      - Wed, 02 Sep 2026 22:36:41 GMT
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+      message: ''
+recorded_at: '2026-09-02T22:36:42.331041+00:00'
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and 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+        type: document_url
+      model: reducto/parse-v3
+      settings:
+        ocr_system: standard
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/5c0672f3a09664e4695a13085922f3a9c6b06917e59450b223627dfea7635c7c.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/5c0672f3a09664e4695a13085922f3a9c6b06917e59450b223627dfea7635c7c.yaml
new file mode 100644
index 00000000000..14821f5cdc1
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/5c0672f3a09664e4695a13085922f3a9c6b06917e59450b223627dfea7635c7c.yaml
@@ -0,0 +1,722 @@
+interactions:
+- request:
+    body: !!binary |
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+        Operations Report\n\n# Invoice Summary and Line Items\n\n| Item                  |
+        Quantity   | Amount   |\n|-|-|-|\n| Document analysis     | 2          | 120.00   |\n|
+        Document verification | 1          | 80.00    |\n\n| Item continued     |
+        Quantity   | Amount   |\n|-|-|-|\n| Fixture validation | 3          | 45.00    |\n|
+        Provider review    | 1          | 25.00    |\n\nSection 1.1: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.2: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.3: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.4: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.5: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.6: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.7: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.8: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nConfidential | Page 1 of 5\n\nQuarterly
+        Operations Report\n\n# Revenue Chart and Formula Review\n\nQuarterly revenue
+        bar chart with four blue bars labeled Q1 through Q4. Q1 is the lowest, Q2
+        is higher, Q3 is lower than Q2, and Q4 is the tallest bar; no numeric y-axis
+        or units are shown.\n\nBlue geometric line drawing on a square grid, with
+        a central square and diagonal lines extending to the grid corners.\n\n\n\nFormula:
+        gross margin = (revenue - cost) / revenue\n\n\n\nSection 2.1: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.2: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.3: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.4: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.5: Invoice totals, regional revenue, and reconciliation
+        notes. Section 2.6: Invoice totals, regional revenue, and reconciliation notes.
+        Section 2.7: Invoice totals, regional revenue, and reconciliation notes. Section
+        2.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 2 of 5\n\nQuarterly Operations Report\n\n# Key Values, Link, Highlight,
+        and Comment\n\nInvoice Number: INV-2048\n\nPurchase Order: PO-4096\n\n## https://example.com/invoices/INV-2048\nHighlighted
+        total requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\n\n\n## Revised total. 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nLinear barcode.\n\nConfidential | Page
+        3 of 5\n\nQuarterly Operations Report\n\n# Approval Signature and Watermark\n\nApproved
+        by: Jordan Lee\nSignature: <signature>\n\nSection 4.1: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.2: Invoice totals, regional revenue,
+        and reconciliation notes. DRAFT Section 4.3: Invoice totals, regional revenue,
+        and reconciliation notes. Section 4.4: Invoice totals, regional revenue, and
+        reconciliation notes. Section 4.5: Invoice totals, regional revenue, and reconciliation
+        notes. Section 4.6: Invoice totals, regional revenue, and reconciliation notes.
+        Section 4.7: Invoice totals, regional revenue, and reconciliation notes. Section
+        4.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 4 of 5\n\nQuarterly Operations Report\n\n# Appendix with Section Boundaries\n\n##
+        1. Scope\n\n## 2. Findings\n\n## 3. Recommendations\n\nSection 5.1: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.2: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.3: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.4: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.5: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.6: Invoice totals, regional revenue, and reconciliation
+        notes. Section 5.7: Invoice totals, regional revenue, and reconciliation notes.
+        Section 5.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 5 of 5","embed":"Quarterly Operations Report\n\n# Invoice Summary and
+        Line Items\n\n| Item                  | Quantity   | Amount   |\n|-|-|-|\n|
+        Document analysis     | 2          | 120.00   |\n| Document verification |
+        1          | 80.00    |\n\n| Item continued     | Quantity   | Amount   |\n|-|-|-|\n|
+        Fixture validation | 3          | 45.00    |\n| Provider review    | 1          |
+        25.00    |\n\nSection 1.1: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.2: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.3: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.4: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.5: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.6: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.7: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 1 of 5\n\nQuarterly Operations Report\n\n# Revenue
+        Chart and Formula Review\n\nQuarterly revenue bar chart with four blue bars
+        labeled Q1 through Q4. Q1 is the lowest, Q2 is higher, Q3 is lower than Q2,
+        and Q4 is the tallest bar; no numeric y-axis or units are shown.\n\nBlue geometric
+        line drawing on a square grid, with a central square and diagonal lines extending
+        to the grid corners.\n\n\n\nFormula: gross margin = (revenue - cost) / revenue\n\n\n\nSection
+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 2 of 5\n\nQuarterly Operations Report\n\n# Key
+        Values, Link, Highlight, and Comment\n\nInvoice Number: INV-2048\n\nPurchase
+        Order: PO-4096\n\n## https://example.com/invoices/INV-2048\nHighlighted total
+        requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\n\n\n## Revised total. 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nLinear barcode.\n\nConfidential | Page
+        3 of 5\n\nQuarterly Operations Report\n\n# Approval Signature and Watermark\n\nApproved
+        by: Jordan Lee\nSignature: <signature>\n\nSection 4.1: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.2: Invoice totals, regional revenue,
+        and reconciliation notes. DRAFT Section 4.3: Invoice totals, regional revenue,
+        and reconciliation notes. Section 4.4: Invoice totals, regional revenue, and
+        reconciliation notes. Section 4.5: Invoice totals, regional revenue, and reconciliation
+        notes. Section 4.6: Invoice totals, regional revenue, and reconciliation notes.
+        Section 4.7: Invoice totals, regional revenue, and reconciliation notes. Section
+        4.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 4 of 5\n\nQuarterly Operations Report\n\n# Appendix with Section Boundaries\n\n##
+        1. Scope\n\n## 2. Findings\n\n## 3. Recommendations\n\nSection 5.1: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.2: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.3: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.4: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.5: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.6: Invoice totals, regional revenue, and reconciliation
+        notes. Section 5.7: Invoice totals, regional revenue, and reconciliation notes.
+        Section 5.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
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+        Item                  | Quantity   | Amount   |\n|-|-|-|\n| Document analysis     |
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+        Item continued     | Quantity   | Amount   |\n|-|-|-|\n| Fixture validation
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+        1.1: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7204042226076126},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4255050505050505,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.2: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6971822381019592},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.46085858585858586,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.3: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6927557319402695},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4962121212121212,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.4: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6769042581319809},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5315656565656566,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.5: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.683884510397911},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5669191919191919,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
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+        1.7: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6940211951732635},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6376262626262627,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.8: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6971822381019592},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":1,"original_page":1},"content":"Confidential
+        | Page 1 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9209042668342591},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.017676767676767676,"width":0.22712418300653595,"height":0.012626262626262626,"page":2,"original_page":2},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9090005308389664},"extra":null},{"type":"Title","bbox":{"left":0.07352941176470588,"top":0.037247474747474744,"width":0.4452614379084967,"height":0.027777777777777776,"page":2,"original_page":2},"content":"Revenue
+        Chart and Formula Review","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8688214063644409},"extra":null},{"type":"Figure","bbox":{"left":0.10457516339869281,"top":0.07386363636363637,"width":0.6070261437908496,"height":0.1849747474747475,"page":2,"original_page":2},"content":"Quarterly
+        revenue bar chart with four blue bars labeled Q1 through Q4. Q1 is the lowest,
+        Q2 is higher, Q3 is lower than Q2, and Q4 is the tallest bar; no numeric y-axis
+        or units are shown.","image_url":null,"chart_data":null,"confidence":"low","granular_confidence":{"extract_confidence":null,"parse_confidence":0.4104905590415001},"extra":null},{"type":"Figure","bbox":{"left":0.741607666015625,"top":0.0819091796875,"width":0.11834716796875,"height":0.092529296875,"page":2,"original_page":2},"content":"Blue
+        geometric line drawing on a square grid, with a central square and diagonal
+        lines extending to the grid corners.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.303449621796608},"extra":null},{"type":"Figure","bbox":{"left":0.741546630859375,"top":0.20660400390625,"width":0.11749267578125,"height":0.0811767578125,"page":2,"original_page":2},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.28771371841430665},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.29292929292929293,"width":0.33169934640522875,"height":0.015782828282828284,"page":2,"original_page":2},"content":"Formula:
+        gross margin = (revenue - cost) / revenue","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9167426466941834},"extra":null},{"type":"Figure","bbox":{"left":0.7423095703125,"top":0.309906005859375,"width":0.076904296875,"height":0.06085205078125,"page":2,"original_page":2},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.3421227872371674},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.26452020202020204,"page":2,"original_page":2},"content":"Section
+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
+        notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6421052008867263},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":2,"original_page":2},"content":"Confidential
+        | Page 2 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9227842718362809},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.017676767676767676,"width":0.22712418300653595,"height":0.012626262626262626,"page":3,"original_page":3},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.805020660161972},"extra":null},{"type":"Title","bbox":{"left":0.07352941176470588,"top":0.037247474747474744,"width":0.5236928104575164,"height":0.027777777777777776,"page":3,"original_page":3},"content":"Key
+        Values, Link, Highlight, and Comment","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.907549238204956},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.09974747474747475,"width":0.23039215686274508,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Invoice
+        Number: INV-2048","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7455861002206803},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.13131313131313133,"width":0.22712418300653595,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Purchase
+        Order: PO-4096","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7557907789945602},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.26073232323232326,"width":0.3382352941176471,"height":0.03535353535353535,"page":3,"original_page":3},"content":"https://example.com/invoices/INV-2048\nHighlighted
+        total requiring review","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6238544598221779},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.3143939393939394,"width":0.5424836601307189,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Reviewer
+        comment: verify the highlighted total before approval","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6458791196346283},"extra":null},{"type":"Figure","bbox":{"left":0.848846435546875,"top":0.3119659423828125,"width":0.03472900390625,"height":0.025482177734375,"page":3,"original_page":3},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.35475045442581177},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.36426767676767674,"width":0.1830065359477124,"height":0.010732323232323232,"page":3,"original_page":3},"content":"Revised
+        total. 245.00","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7559733480215072},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.1: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7197816997766495},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4255050505050505,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.2: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7241321921348571},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.46085858585858586,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.3: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7395129382610321},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4962121212121212,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.4: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7290821939706802},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5315656565656566,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.5: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7154147416353225},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5669191919191919,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.6: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7340064704418182},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6022727272727273,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.7: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7154147416353225},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6376262626262627,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.8: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7204042226076126},"extra":null},{"type":"Figure","bbox":{"left":0.1739501953125,"top":0.74609375,"width":0.244873046875,"height":0.091796875,"page":3,"original_page":3},"content":"Linear
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+        | Page 3 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9031270325183869},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.018308080808080808,"width":0.22712418300653595,"height":0.011994949494949494,"page":4,"original_page":4},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8802960753440857},"extra":null},{"type":"Title","bbox":{"left":0.0718954248366013,"top":0.0422979797979798,"width":0.4387254901960784,"height":0.020833333333333332,"page":4,"original_page":4},"content":"Approval
+        Signature and Watermark","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9190816521644593},"extra":null},{"type":"Key
+        Value","bbox":{"left":0.07026143790849673,"top":0.18181818181818182,"width":0.43790849673202614,"height":0.09090909090909091,"page":4,"original_page":4},"content":"Approved
+        by: Jordan Lee\nSignature: <signature>","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8993409156799317},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.3434343434343434,"width":0.5016339869281046,"height":0.31123737373737376,"page":4,"original_page":4},"content":"Section
+        4.1: Invoice totals, regional revenue, and reconciliation notes. Section 4.2:
+        Invoice totals, regional revenue, and reconciliation notes. DRAFT Section
+        4.3: Invoice totals, regional revenue, and reconciliation notes. Section 4.4:
+        Invoice totals, regional revenue, and reconciliation notes. Section 4.5: Invoice
+        totals, regional revenue, and reconciliation notes. Section 4.6: Invoice totals,
+        regional revenue, and reconciliation notes. Section 4.7: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.8: Invoice totals, regional revenue,
+        and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7228909820318221},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":4,"original_page":4},"content":"Confidential
+        | Page 4 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9192615240812302},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.018308080808080808,"width":0.22712418300653595,"height":0.011994949494949494,"page":5,"original_page":5},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9078197360038758},"extra":null},{"type":"Title","bbox":{"left":0.0727124183006536,"top":0.0422979797979798,"width":0.4305555555555556,"height":0.019570707070707072,"page":5,"original_page":5},"content":"Appendix
+        with Section Boundaries","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9206764549016953},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.09722222222222222,"width":0.09395424836601307,"height":0.023989898989898988,"page":5,"original_page":5},"content":"1.
+        Scope","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8958270728588105},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.0718954248366013,"top":0.16666666666666666,"width":0.12091503267973856,"height":0.015151515151515152,"page":5,"original_page":5},"content":"2.
+        Findings","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9091683983802795},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.2297979797979798,"width":0.22875816993464052,"height":0.012626262626262626,"page":5,"original_page":5},"content":"3.
+        Recommendations","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9221650391817092},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.26452020202020204,"page":5,"original_page":5},"content":"Section
+        5.1: Invoice totals, regional revenue, and reconciliation notes. Section 5.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 5.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.8: Invoice totals, regional revenue, and reconciliation
+        notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7166640102863311},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":5,"original_page":5},"content":"Confidential
+        | Page 5 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9235781162977219},"extra":null}]}],"ocr":null,"custom":null},"parse_mode":null,"document_properties":null}'
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+      - application/json
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+      - Wed, 02 Sep 2026 22:36:36 GMT
+    status:
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+      message: ''
+recorded_at: '2026-09-02T22:36:36.745277+00:00'
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and 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+        type: document_url
+      formatting:
+        table_output_format: dynamic
+      model: reducto/parse-v3
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/6886dc140fa26bbda42d39924fe115cf8edeaa2fed3aee6c8f7c4ccf20878bed.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/6886dc140fa26bbda42d39924fe115cf8edeaa2fed3aee6c8f7c4ccf20878bed.yaml
new file mode 100644
index 00000000000..9ed5a8cbe12
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/6886dc140fa26bbda42d39924fe115cf8edeaa2fed3aee6c8f7c4ccf20878bed.yaml
@@ -0,0 +1,721 @@
+interactions:
+- request:
+    body: !!binary |
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+        Operations Report\n\n# Invoice Summary and Line Items\n\n| Item                  |
+        Quantity   | Amount   |\n|-|-|-|\n| Document analysis     | 2          | 120.00   |\n|
+        Document verification | 1          | 80.00    |\n\n| Item continued     |
+        Quantity   | Amount   |\n|-|-|-|\n| Fixture validation | 3          | 45.00    |\n|
+        Provider review    | 1          | 25.00    |\n\nSection 1.1: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.2: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.3: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.4: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.5: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.6: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.7: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.8: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nConfidential | Page 1 of 5\n\nQuarterly
+        Operations Report\n\n# Revenue Chart and Formula Review\n\nQuarterly revenue
+        bar chart with four blue bars labeled Q1, Q2, Q3, and Q4. Q1 is the lowest,
+        Q2 is higher, Q3 is lower than Q2, and Q4 is the tallest bar.\n\nBlue geometric
+        line drawing on a square grid, with a central square and diagonal lines extending
+        to the grid corners.\n\n\n\nFormula: gross margin = (revenue - cost) / revenue\n\n\n\nSection
+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 2 of 5\n\nQuarterly Operations Report\n\n# Key
+        Values, Link, Highlight, and Comment\n\nInvoice Number: INV-2048\n\nPurchase
+        Order: PO-4096\n\n## https://example.com/invoices/INV-2048\nHighlighted total
+        requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\n\n\n## Revised total. 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nLinear barcode.\n\nConfidential | Page
+        3 of 5\n\nQuarterly Operations Report\n\n# Approval Signature and Watermark\n\nApproved
+        by: Jordan Lee\nSignature: <signature>\n\nSection 4.1: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.2: Invoice totals, regional revenue,
+        and reconciliation notes. DRAFT Section 4.3: Invoice totals, regional revenue,
+        and reconciliation notes. Section 4.4: Invoice totals, regional revenue, and
+        reconciliation notes. Section 4.5: Invoice totals, regional revenue, and reconciliation
+        notes. Section 4.6: Invoice totals, regional revenue, and reconciliation notes.
+        Section 4.7: Invoice totals, regional revenue, and reconciliation notes. Section
+        4.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 4 of 5\n\nQuarterly Operations Report\n\n# Appendix with Section Boundaries\n\n##
+        1. Scope\n\n## 2. Findings\n\n## 3. Recommendations\n\nSection 5.1: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.2: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.3: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.4: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.5: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.6: Invoice totals, regional revenue, and reconciliation
+        notes. Section 5.7: Invoice totals, regional revenue, and reconciliation notes.
+        Section 5.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 5 of 5","embed":"Quarterly Operations Report\n\n# Invoice Summary and
+        Line Items\n\n| Item                  | Quantity   | Amount   |\n|-|-|-|\n|
+        Document analysis     | 2          | 120.00   |\n| Document verification |
+        1          | 80.00    |\n\n| Item continued     | Quantity   | Amount   |\n|-|-|-|\n|
+        Fixture validation | 3          | 45.00    |\n| Provider review    | 1          |
+        25.00    |\n\nSection 1.1: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.2: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.3: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.4: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.5: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.6: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.7: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 1 of 5\n\nQuarterly Operations Report\n\n# Revenue
+        Chart and Formula Review\n\nQuarterly revenue bar chart with four blue bars
+        labeled Q1, Q2, Q3, and Q4. Q1 is the lowest, Q2 is higher, Q3 is lower than
+        Q2, and Q4 is the tallest bar.\n\nBlue geometric line drawing on a square
+        grid, with a central square and diagonal lines extending to the grid corners.\n\n\n\nFormula:
+        gross margin = (revenue - cost) / revenue\n\n\n\nSection 2.1: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.2: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.3: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.4: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.5: Invoice totals, regional revenue, and reconciliation
+        notes. Section 2.6: Invoice totals, regional revenue, and reconciliation notes.
+        Section 2.7: Invoice totals, regional revenue, and reconciliation notes. Section
+        2.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 2 of 5\n\nQuarterly Operations Report\n\n# Key Values, Link, Highlight,
+        and Comment\n\nInvoice Number: INV-2048\n\nPurchase Order: PO-4096\n\n## https://example.com/invoices/INV-2048\nHighlighted
+        total requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\n\n\n## Revised total. 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nLinear barcode.\n\nConfidential | Page
+        3 of 5\n\nQuarterly Operations Report\n\n# Approval Signature and Watermark\n\nApproved
+        by: Jordan Lee\nSignature: <signature>\n\nSection 4.1: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.2: Invoice totals, regional revenue,
+        and reconciliation notes. DRAFT Section 4.3: Invoice totals, regional revenue,
+        and reconciliation notes. Section 4.4: Invoice totals, regional revenue, and
+        reconciliation notes. Section 4.5: Invoice totals, regional revenue, and reconciliation
+        notes. Section 4.6: Invoice totals, regional revenue, and reconciliation notes.
+        Section 4.7: Invoice totals, regional revenue, and reconciliation notes. Section
+        4.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 4 of 5\n\nQuarterly Operations Report\n\n# Appendix with Section Boundaries\n\n##
+        1. Scope\n\n## 2. Findings\n\n## 3. Recommendations\n\nSection 5.1: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.2: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.3: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.4: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.5: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.6: Invoice totals, regional revenue, and reconciliation
+        notes. Section 5.7: Invoice totals, regional revenue, and reconciliation notes.
+        Section 5.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
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+        1.5: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.683884510397911},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5669191919191919,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.6: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7034911513328552},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6022727272727273,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.7: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6940211951732635},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6376262626262627,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.8: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6971822381019592},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":1,"original_page":1},"content":"Confidential
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+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9090005308389664},"extra":null},{"type":"Title","bbox":{"left":0.07352941176470588,"top":0.037247474747474744,"width":0.4452614379084967,"height":0.027777777777777776,"page":2,"original_page":2},"content":"Revenue
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+        revenue bar chart with four blue bars labeled Q1, Q2, Q3, and Q4. Q1 is the
+        lowest, Q2 is higher, Q3 is lower than Q2, and Q4 is the tallest bar.","image_url":null,"chart_data":null,"confidence":"low","granular_confidence":{"extract_confidence":null,"parse_confidence":0.41049053817987446},"extra":null},{"type":"Figure","bbox":{"left":0.741607666015625,"top":0.0819091796875,"width":0.11834716796875,"height":0.092529296875,"page":2,"original_page":2},"content":"Blue
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+        lines extending to the grid corners.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.303449621796608},"extra":null},{"type":"Figure","bbox":{"left":0.741546630859375,"top":0.20660400390625,"width":0.11749267578125,"height":0.0811767578125,"page":2,"original_page":2},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.28771371841430665},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.29292929292929293,"width":0.33169934640522875,"height":0.015782828282828284,"page":2,"original_page":2},"content":"Formula:
+        gross margin = (revenue - cost) / revenue","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9167426466941834},"extra":null},{"type":"Figure","bbox":{"left":0.7423095703125,"top":0.309906005859375,"width":0.076904296875,"height":0.06085205078125,"page":2,"original_page":2},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.3421227872371674},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.26452020202020204,"page":2,"original_page":2},"content":"Section
+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
+        notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6421052008867263},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":2,"original_page":2},"content":"Confidential
+        | Page 2 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9227842718362809},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.017676767676767676,"width":0.22712418300653595,"height":0.012626262626262626,"page":3,"original_page":3},"content":"Quarterly
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+        Values, Link, Highlight, and Comment","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.907549238204956},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.09974747474747475,"width":0.23039215686274508,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Invoice
+        Number: INV-2048","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7455861002206803},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.13131313131313133,"width":0.22712418300653595,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Purchase
+        Order: PO-4096","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7557907789945602},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.26073232323232326,"width":0.3382352941176471,"height":0.03535353535353535,"page":3,"original_page":3},"content":"https://example.com/invoices/INV-2048\nHighlighted
+        total requiring review","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6238544598221779},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.3143939393939394,"width":0.5424836601307189,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Reviewer
+        comment: verify the highlighted total before approval","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6458791196346283},"extra":null},{"type":"Figure","bbox":{"left":0.848846435546875,"top":0.3119659423828125,"width":0.03472900390625,"height":0.025482177734375,"page":3,"original_page":3},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.35475045442581177},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.36426767676767674,"width":0.1830065359477124,"height":0.010732323232323232,"page":3,"original_page":3},"content":"Revised
+        total. 245.00","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7559733480215072},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.1: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7197816997766495},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4255050505050505,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.2: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7241321921348571},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.46085858585858586,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.3: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7395129382610321},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4962121212121212,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.4: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7290821939706802},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5315656565656566,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.5: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7154147416353225},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5669191919191919,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
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+        3.7: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7154147416353225},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6376262626262627,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.8: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7204042226076126},"extra":null},{"type":"Figure","bbox":{"left":0.1739501953125,"top":0.74609375,"width":0.244873046875,"height":0.091796875,"page":3,"original_page":3},"content":"Linear
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+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8802960753440857},"extra":null},{"type":"Title","bbox":{"left":0.0718954248366013,"top":0.0422979797979798,"width":0.4387254901960784,"height":0.020833333333333332,"page":4,"original_page":4},"content":"Approval
+        Signature and Watermark","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9189441114664079},"extra":null},{"type":"Key
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+        by: Jordan Lee\nSignature: <signature>","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8993409156799317},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.3434343434343434,"width":0.5016339869281046,"height":0.31123737373737376,"page":4,"original_page":4},"content":"Section
+        4.1: Invoice totals, regional revenue, and reconciliation notes. Section 4.2:
+        Invoice totals, regional revenue, and reconciliation notes. DRAFT Section
+        4.3: Invoice totals, regional revenue, and reconciliation notes. Section 4.4:
+        Invoice totals, regional revenue, and reconciliation notes. Section 4.5: Invoice
+        totals, regional revenue, and reconciliation notes. Section 4.6: Invoice totals,
+        regional revenue, and reconciliation notes. Section 4.7: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.8: Invoice totals, regional revenue,
+        and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7228909820318221},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":4,"original_page":4},"content":"Confidential
+        | Page 4 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9192615240812302},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.018308080808080808,"width":0.22712418300653595,"height":0.011994949494949494,"page":5,"original_page":5},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9078197360038758},"extra":null},{"type":"Title","bbox":{"left":0.0727124183006536,"top":0.0422979797979798,"width":0.4305555555555556,"height":0.019570707070707072,"page":5,"original_page":5},"content":"Appendix
+        with Section Boundaries","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9206647515296936},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.09722222222222222,"width":0.09395424836601307,"height":0.023989898989898988,"page":5,"original_page":5},"content":"1.
+        Scope","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8958270728588105},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.0718954248366013,"top":0.16666666666666666,"width":0.12091503267973856,"height":0.015151515151515152,"page":5,"original_page":5},"content":"2.
+        Findings","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9091800391674041},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.2297979797979798,"width":0.22875816993464052,"height":0.012626262626262626,"page":5,"original_page":5},"content":"3.
+        Recommendations","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9221650391817092},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.26452020202020204,"page":5,"original_page":5},"content":"Section
+        5.1: Invoice totals, regional revenue, and reconciliation notes. Section 5.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 5.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.8: Invoice totals, regional revenue, and reconciliation
+        notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7166640102863311},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":5,"original_page":5},"content":"Confidential
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+      - Wed, 02 Sep 2026 22:37:13 GMT
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+recorded_at: '2026-09-02T22:37:13.460459+00:00'
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and 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+        type: document_url
+      model: reducto/parse-v3
+      settings:
+        return_images:
+        - table
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/6dfd0d245cea94cb2d8f59e371a8364e879f6106159f4b20be3f1ed210f341c8.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/6dfd0d245cea94cb2d8f59e371a8364e879f6106159f4b20be3f1ed210f341c8.yaml
new file mode 100644
index 00000000000..9b6411f0f3d
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/6dfd0d245cea94cb2d8f59e371a8364e879f6106159f4b20be3f1ed210f341c8.yaml
@@ -0,0 +1,722 @@
+interactions:
+- request:
+    body: !!binary |
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+        Operations Report\n\n# Invoice Summary and Line Items\n\n| Item                  |
+        Quantity   | Amount   |\n|-|-|-|\n| Document analysis     | 2          | 120.00   |\n|
+        Document verification | 1          | 80.00    |\n\n| Item continued     |
+        Quantity   | Amount   |\n|-|-|-|\n| Fixture validation | 3          | 45.00    |\n|
+        Provider review    | 1          | 25.00    |\n\nSection 1.1: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.2: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.3: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.4: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.5: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.6: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.7: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.8: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nConfidential | Page 1 of 5\n\nQuarterly
+        Operations Report\n\n# Revenue Chart and Formula Review\n\nQuarterly revenue
+        bar chart with four blue bars labeled Q1 through Q4. Q1 is the lowest, Q2
+        is higher, Q3 is lower than Q2, and Q4 is the tallest bar; no numeric y-axis
+        or units are shown.\n\nBlue geometric line drawing on a square grid, with
+        a central square and diagonal lines extending to the grid corners.\n\n\n\nFormula:
+        gross margin = (revenue - cost) / revenue\n\n\n\nSection 2.1: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.2: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.3: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.4: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.5: Invoice totals, regional revenue, and reconciliation
+        notes. Section 2.6: Invoice totals, regional revenue, and reconciliation notes.
+        Section 2.7: Invoice totals, regional revenue, and reconciliation notes. Section
+        2.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 2 of 5\n\nQuarterly Operations Report\n\n# Key Values, Link, Highlight,
+        and Comment\n\nInvoice Number: INV-2048\n\nPurchase Order: PO-4096\n\n## https://example.com/invoices/INV-2048\nHighlighted
+        total requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\n\n\n## Revised total. 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nLinear barcode.\n\nConfidential | Page
+        3 of 5\n\nQuarterly Operations Report\n\n# Approval Signature and Watermark\n\nApproved
+        by: Jordan Lee\nSignature: <signature>\n\nSection 4.1: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.2: Invoice totals, regional revenue,
+        and reconciliation notes. DRAFT Section 4.3: Invoice totals, regional revenue,
+        and reconciliation notes. Section 4.4: Invoice totals, regional revenue, and
+        reconciliation notes. Section 4.5: Invoice totals, regional revenue, and reconciliation
+        notes. Section 4.6: Invoice totals, regional revenue, and reconciliation notes.
+        Section 4.7: Invoice totals, regional revenue, and reconciliation notes. Section
+        4.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 4 of 5\n\nQuarterly Operations Report\n\n# Appendix with Section Boundaries\n\n##
+        1. Scope\n\n## 2. Findings\n\n## 3. Recommendations\n\nSection 5.1: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.2: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.3: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.4: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.5: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.6: Invoice totals, regional revenue, and reconciliation
+        notes. Section 5.7: Invoice totals, regional revenue, and reconciliation notes.
+        Section 5.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 5 of 5","embed":"Quarterly Operations Report\n\n# Invoice Summary and
+        Line Items\n\n| Item                  | Quantity   | Amount   |\n|-|-|-|\n|
+        Document analysis     | 2          | 120.00   |\n| Document verification |
+        1          | 80.00    |\n\n| Item continued     | Quantity   | Amount   |\n|-|-|-|\n|
+        Fixture validation | 3          | 45.00    |\n| Provider review    | 1          |
+        25.00    |\n\nSection 1.1: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.2: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.3: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.4: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.5: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.6: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.7: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 1 of 5\n\nQuarterly Operations Report\n\n# Revenue
+        Chart and Formula Review\n\nQuarterly revenue bar chart with four blue bars
+        labeled Q1 through Q4. Q1 is the lowest, Q2 is higher, Q3 is lower than Q2,
+        and Q4 is the tallest bar; no numeric y-axis or units are shown.\n\nBlue geometric
+        line drawing on a square grid, with a central square and diagonal lines extending
+        to the grid corners.\n\n\n\nFormula: gross margin = (revenue - cost) / revenue\n\n\n\nSection
+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 2 of 5\n\nQuarterly Operations Report\n\n# Key
+        Values, Link, Highlight, and Comment\n\nInvoice Number: INV-2048\n\nPurchase
+        Order: PO-4096\n\n## https://example.com/invoices/INV-2048\nHighlighted total
+        requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\n\n\n## Revised total. 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nLinear barcode.\n\nConfidential | Page
+        3 of 5\n\nQuarterly Operations Report\n\n# Approval Signature and Watermark\n\nApproved
+        by: Jordan Lee\nSignature: <signature>\n\nSection 4.1: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.2: Invoice totals, regional revenue,
+        and reconciliation notes. DRAFT Section 4.3: Invoice totals, regional revenue,
+        and reconciliation notes. Section 4.4: Invoice totals, regional revenue, and
+        reconciliation notes. Section 4.5: Invoice totals, regional revenue, and reconciliation
+        notes. Section 4.6: Invoice totals, regional revenue, and reconciliation notes.
+        Section 4.7: Invoice totals, regional revenue, and reconciliation notes. Section
+        4.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 4 of 5\n\nQuarterly Operations Report\n\n# Appendix with Section Boundaries\n\n##
+        1. Scope\n\n## 2. Findings\n\n## 3. Recommendations\n\nSection 5.1: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.2: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.3: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.4: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.5: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.6: Invoice totals, regional revenue, and reconciliation
+        notes. Section 5.7: Invoice totals, regional revenue, and reconciliation notes.
+        Section 5.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
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+        Item                  | Quantity   | Amount   |\n|-|-|-|\n| Document analysis     |
+        2          | 120.00   |\n| Document verification | 1          | 80.00    |","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9576186398665111},"extra":null},{"type":"Table","bbox":{"left":0.0727124183006536,"top":0.24116161616161616,"width":0.8488562091503268,"height":0.13320707070707072,"page":1,"original_page":1},"content":"|
+        Item continued     | Quantity   | Amount   |\n|-|-|-|\n| Fixture validation
+        | 3          | 45.00    |\n| Provider review    | 1          | 25.00    |","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9573022246360778},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.1: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7204042226076126},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4255050505050505,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.2: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6971822381019592},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.46085858585858586,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.3: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6927557319402695},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4962121212121212,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.4: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6769042581319809},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5315656565656566,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.5: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.683884510397911},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5669191919191919,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
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+        1.7: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6940211951732635},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6376262626262627,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.8: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6971822381019592},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":1,"original_page":1},"content":"Confidential
+        | Page 1 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9209042668342591},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.017676767676767676,"width":0.22712418300653595,"height":0.012626262626262626,"page":2,"original_page":2},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9090005308389664},"extra":null},{"type":"Title","bbox":{"left":0.07352941176470588,"top":0.037247474747474744,"width":0.4452614379084967,"height":0.027777777777777776,"page":2,"original_page":2},"content":"Revenue
+        Chart and Formula Review","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8688214063644409},"extra":null},{"type":"Figure","bbox":{"left":0.10457516339869281,"top":0.07386363636363637,"width":0.6070261437908496,"height":0.1849747474747475,"page":2,"original_page":2},"content":"Quarterly
+        revenue bar chart with four blue bars labeled Q1 through Q4. Q1 is the lowest,
+        Q2 is higher, Q3 is lower than Q2, and Q4 is the tallest bar; no numeric y-axis
+        or units are shown.","image_url":null,"chart_data":null,"confidence":"low","granular_confidence":{"extract_confidence":null,"parse_confidence":0.4104905590415001},"extra":null},{"type":"Figure","bbox":{"left":0.741607666015625,"top":0.0819091796875,"width":0.11834716796875,"height":0.092529296875,"page":2,"original_page":2},"content":"Blue
+        geometric line drawing on a square grid, with a central square and diagonal
+        lines extending to the grid corners.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.303449621796608},"extra":null},{"type":"Figure","bbox":{"left":0.741546630859375,"top":0.20660400390625,"width":0.11749267578125,"height":0.0811767578125,"page":2,"original_page":2},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.28771371841430665},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.29292929292929293,"width":0.33169934640522875,"height":0.015782828282828284,"page":2,"original_page":2},"content":"Formula:
+        gross margin = (revenue - cost) / revenue","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9167426466941834},"extra":null},{"type":"Figure","bbox":{"left":0.7423095703125,"top":0.309906005859375,"width":0.076904296875,"height":0.06085205078125,"page":2,"original_page":2},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.3421227872371674},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.26452020202020204,"page":2,"original_page":2},"content":"Section
+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
+        notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6421052008867263},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":2,"original_page":2},"content":"Confidential
+        | Page 2 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9227842718362809},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.017676767676767676,"width":0.22712418300653595,"height":0.012626262626262626,"page":3,"original_page":3},"content":"Quarterly
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+        Values, Link, Highlight, and Comment","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.907549238204956},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.09974747474747475,"width":0.23039215686274508,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Invoice
+        Number: INV-2048","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7455861002206803},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.13131313131313133,"width":0.22712418300653595,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Purchase
+        Order: PO-4096","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7557907789945602},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.26073232323232326,"width":0.3382352941176471,"height":0.03535353535353535,"page":3,"original_page":3},"content":"https://example.com/invoices/INV-2048\nHighlighted
+        total requiring review","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6238544598221779},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.3143939393939394,"width":0.5424836601307189,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Reviewer
+        comment: verify the highlighted total before approval","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6458791196346283},"extra":null},{"type":"Figure","bbox":{"left":0.848846435546875,"top":0.3119659423828125,"width":0.03472900390625,"height":0.025482177734375,"page":3,"original_page":3},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.35475045442581177},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.36426767676767674,"width":0.1830065359477124,"height":0.010732323232323232,"page":3,"original_page":3},"content":"Revised
+        total. 245.00","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7559733480215072},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.1: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7197816997766495},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4255050505050505,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.2: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7241321921348571},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.46085858585858586,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.3: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7395129382610321},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4962121212121212,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.4: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7290821939706802},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5315656565656566,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.5: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7154147416353225},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5669191919191919,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.6: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7340064704418182},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6022727272727273,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.7: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7154147416353225},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6376262626262627,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.8: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7204042226076126},"extra":null},{"type":"Figure","bbox":{"left":0.1739501953125,"top":0.74609375,"width":0.244873046875,"height":0.091796875,"page":3,"original_page":3},"content":"Linear
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+        | Page 3 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9031270325183869},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.018308080808080808,"width":0.22712418300653595,"height":0.011994949494949494,"page":4,"original_page":4},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8802960753440857},"extra":null},{"type":"Title","bbox":{"left":0.0718954248366013,"top":0.0422979797979798,"width":0.4387254901960784,"height":0.020833333333333332,"page":4,"original_page":4},"content":"Approval
+        Signature and Watermark","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9190816521644593},"extra":null},{"type":"Key
+        Value","bbox":{"left":0.07026143790849673,"top":0.18181818181818182,"width":0.43790849673202614,"height":0.09090909090909091,"page":4,"original_page":4},"content":"Approved
+        by: Jordan Lee\nSignature: <signature>","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8993409156799317},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.3434343434343434,"width":0.5016339869281046,"height":0.31123737373737376,"page":4,"original_page":4},"content":"Section
+        4.1: Invoice totals, regional revenue, and reconciliation notes. Section 4.2:
+        Invoice totals, regional revenue, and reconciliation notes. DRAFT Section
+        4.3: Invoice totals, regional revenue, and reconciliation notes. Section 4.4:
+        Invoice totals, regional revenue, and reconciliation notes. Section 4.5: Invoice
+        totals, regional revenue, and reconciliation notes. Section 4.6: Invoice totals,
+        regional revenue, and reconciliation notes. Section 4.7: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.8: Invoice totals, regional revenue,
+        and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7228909820318221},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":4,"original_page":4},"content":"Confidential
+        | Page 4 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9192615240812302},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.018308080808080808,"width":0.22712418300653595,"height":0.011994949494949494,"page":5,"original_page":5},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9078197360038758},"extra":null},{"type":"Title","bbox":{"left":0.0727124183006536,"top":0.0422979797979798,"width":0.4305555555555556,"height":0.019570707070707072,"page":5,"original_page":5},"content":"Appendix
+        with Section Boundaries","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9206764549016953},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.09722222222222222,"width":0.09395424836601307,"height":0.023989898989898988,"page":5,"original_page":5},"content":"1.
+        Scope","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8958270728588105},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.0718954248366013,"top":0.16666666666666666,"width":0.12091503267973856,"height":0.015151515151515152,"page":5,"original_page":5},"content":"2.
+        Findings","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9091683983802795},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.2297979797979798,"width":0.22875816993464052,"height":0.012626262626262626,"page":5,"original_page":5},"content":"3.
+        Recommendations","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9221650391817092},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.26452020202020204,"page":5,"original_page":5},"content":"Section
+        5.1: Invoice totals, regional revenue, and reconciliation notes. Section 5.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 5.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.8: Invoice totals, regional revenue, and reconciliation
+        notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7166640102863311},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":5,"original_page":5},"content":"Confidential
+        | Page 5 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9235781162977219},"extra":null}]}],"ocr":null,"custom":null},"parse_mode":null,"document_properties":null}'
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+      - application/json
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+      - Wed, 02 Sep 2026 22:36:46 GMT
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+      message: ''
+recorded_at: '2026-09-02T22:36:47.437513+00:00'
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and 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+        type: document_url
+      formatting:
+        include: []
+      model: reducto/parse-v3
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/70a82aee236787ede0503b6930b1ca411a3c6446ee9b9a1a0001eb814dda915a.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/70a82aee236787ede0503b6930b1ca411a3c6446ee9b9a1a0001eb814dda915a.yaml
new file mode 100644
index 00000000000..1399b329215
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/70a82aee236787ede0503b6930b1ca411a3c6446ee9b9a1a0001eb814dda915a.yaml
@@ -0,0 +1,722 @@
+interactions:
+- request:
+    body: !!binary |
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+        Operations Report\n\n# Invoice Summary and Line Items\n\n| Item                  |
+        Quantity   | Amount   |\n|-|-|-|\n| Document analysis     | 2          | 120.00   |\n|
+        Document verification | 1          | 80.00    |\n\n| Item continued     |
+        Quantity   | Amount   |\n|-|-|-|\n| Fixture validation | 3          | 45.00    |\n|
+        Provider review    | 1          | 25.00    |\n\nSection 1.1: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.2: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.3: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.4: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.5: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.6: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.7: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.8: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nConfidential | Page 1 of 5\n\nQuarterly
+        Operations Report\n\n# Revenue Chart and Formula Review\n\nQuarterly revenue
+        bar chart with four blue bars labeled Q1 through Q4. Q1 is the lowest, Q2
+        is higher, Q3 is lower than Q2, and Q4 is the tallest bar; no numeric y-axis
+        or units are shown.\n\nBlue geometric line drawing on a square grid, with
+        a central square and diagonal lines extending to the grid corners.\n\n\n\nFormula:
+        gross margin = (revenue - cost) / revenue\n\n\n\nSection 2.1: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.2: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.3: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.4: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.5: Invoice totals, regional revenue, and reconciliation
+        notes. Section 2.6: Invoice totals, regional revenue, and reconciliation notes.
+        Section 2.7: Invoice totals, regional revenue, and reconciliation notes. Section
+        2.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 2 of 5\n\nQuarterly Operations Report\n\n# Key Values, Link, Highlight,
+        and Comment\n\nInvoice Number: INV-2048\n\nPurchase Order: PO-4096\n\n## https://example.com/invoices/INV-2048\nHighlighted
+        total requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\n\n\n## Revised total. 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nLinear barcode.\n\nConfidential | Page
+        3 of 5\n\nQuarterly Operations Report\n\n# Approval Signature and Watermark\n\nApproved
+        by: Jordan Lee\nSignature: <signature>\n\nSection 4.1: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.2: Invoice totals, regional revenue,
+        and reconciliation notes. DRAFT Section 4.3: Invoice totals, regional revenue,
+        and reconciliation notes. Section 4.4: Invoice totals, regional revenue, and
+        reconciliation notes. Section 4.5: Invoice totals, regional revenue, and reconciliation
+        notes. Section 4.6: Invoice totals, regional revenue, and reconciliation notes.
+        Section 4.7: Invoice totals, regional revenue, and reconciliation notes. Section
+        4.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 4 of 5\n\nQuarterly Operations Report\n\n# Appendix with Section Boundaries\n\n##
+        1. Scope\n\n## 2. Findings\n\n## 3. Recommendations\n\nSection 5.1: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.2: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.3: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.4: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.5: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.6: Invoice totals, regional revenue, and reconciliation
+        notes. Section 5.7: Invoice totals, regional revenue, and reconciliation notes.
+        Section 5.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 5 of 5","embed":"Quarterly Operations Report\n\n# Invoice Summary and
+        Line Items\n\n| Item                  | Quantity   | Amount   |\n|-|-|-|\n|
+        Document analysis     | 2          | 120.00   |\n| Document verification |
+        1          | 80.00    |\n\n| Item continued     | Quantity   | Amount   |\n|-|-|-|\n|
+        Fixture validation | 3          | 45.00    |\n| Provider review    | 1          |
+        25.00    |\n\nSection 1.1: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.2: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.3: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.4: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.5: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.6: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.7: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 1 of 5\n\nQuarterly Operations Report\n\n# Revenue
+        Chart and Formula Review\n\nQuarterly revenue bar chart with four blue bars
+        labeled Q1 through Q4. Q1 is the lowest, Q2 is higher, Q3 is lower than Q2,
+        and Q4 is the tallest bar; no numeric y-axis or units are shown.\n\nBlue geometric
+        line drawing on a square grid, with a central square and diagonal lines extending
+        to the grid corners.\n\n\n\nFormula: gross margin = (revenue - cost) / revenue\n\n\n\nSection
+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 2 of 5\n\nQuarterly Operations Report\n\n# Key
+        Values, Link, Highlight, and Comment\n\nInvoice Number: INV-2048\n\nPurchase
+        Order: PO-4096\n\n## https://example.com/invoices/INV-2048\nHighlighted total
+        requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\n\n\n## Revised total. 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nLinear barcode.\n\nConfidential | Page
+        3 of 5\n\nQuarterly Operations Report\n\n# Approval Signature and Watermark\n\nApproved
+        by: Jordan Lee\nSignature: <signature>\n\nSection 4.1: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.2: Invoice totals, regional revenue,
+        and reconciliation notes. DRAFT Section 4.3: Invoice totals, regional revenue,
+        and reconciliation notes. Section 4.4: Invoice totals, regional revenue, and
+        reconciliation notes. Section 4.5: Invoice totals, regional revenue, and reconciliation
+        notes. Section 4.6: Invoice totals, regional revenue, and reconciliation notes.
+        Section 4.7: Invoice totals, regional revenue, and reconciliation notes. Section
+        4.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 4 of 5\n\nQuarterly Operations Report\n\n# Appendix with Section Boundaries\n\n##
+        1. Scope\n\n## 2. Findings\n\n## 3. Recommendations\n\nSection 5.1: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.2: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.3: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.4: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.5: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.6: Invoice totals, regional revenue, and reconciliation
+        notes. Section 5.7: Invoice totals, regional revenue, and reconciliation notes.
+        Section 5.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
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+        Item                  | Quantity   | Amount   |\n|-|-|-|\n| Document analysis     |
+        2          | 120.00   |\n| Document verification | 1          | 80.00    |","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9576186398665111},"extra":null},{"type":"Table","bbox":{"left":0.0727124183006536,"top":0.24116161616161616,"width":0.8488562091503268,"height":0.13320707070707072,"page":1,"original_page":1},"content":"|
+        Item continued     | Quantity   | Amount   |\n|-|-|-|\n| Fixture validation
+        | 3          | 45.00    |\n| Provider review    | 1          | 25.00    |","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9573022246360778},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.1: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7204042226076126},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4255050505050505,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.2: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6971822381019592},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.46085858585858586,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.3: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6927557319402695},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4962121212121212,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.4: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6769042581319809},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5315656565656566,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.5: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.683884510397911},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5669191919191919,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
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+        1.7: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6940211951732635},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6376262626262627,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.8: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6971822381019592},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":1,"original_page":1},"content":"Confidential
+        | Page 1 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9209042668342591},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.017676767676767676,"width":0.22712418300653595,"height":0.012626262626262626,"page":2,"original_page":2},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9090005308389664},"extra":null},{"type":"Title","bbox":{"left":0.07352941176470588,"top":0.037247474747474744,"width":0.4452614379084967,"height":0.027777777777777776,"page":2,"original_page":2},"content":"Revenue
+        Chart and Formula Review","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8688214063644409},"extra":null},{"type":"Figure","bbox":{"left":0.10457516339869281,"top":0.07386363636363637,"width":0.6070261437908496,"height":0.1849747474747475,"page":2,"original_page":2},"content":"Quarterly
+        revenue bar chart with four blue bars labeled Q1 through Q4. Q1 is the lowest,
+        Q2 is higher, Q3 is lower than Q2, and Q4 is the tallest bar; no numeric y-axis
+        or units are shown.","image_url":null,"chart_data":null,"confidence":"low","granular_confidence":{"extract_confidence":null,"parse_confidence":0.4104905590415001},"extra":null},{"type":"Figure","bbox":{"left":0.741607666015625,"top":0.0819091796875,"width":0.11834716796875,"height":0.092529296875,"page":2,"original_page":2},"content":"Blue
+        geometric line drawing on a square grid, with a central square and diagonal
+        lines extending to the grid corners.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.303449621796608},"extra":null},{"type":"Figure","bbox":{"left":0.741546630859375,"top":0.20660400390625,"width":0.11749267578125,"height":0.0811767578125,"page":2,"original_page":2},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.28771371841430665},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.29292929292929293,"width":0.33169934640522875,"height":0.015782828282828284,"page":2,"original_page":2},"content":"Formula:
+        gross margin = (revenue - cost) / revenue","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9167426466941834},"extra":null},{"type":"Figure","bbox":{"left":0.7423095703125,"top":0.309906005859375,"width":0.076904296875,"height":0.06085205078125,"page":2,"original_page":2},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.3421227872371674},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.26452020202020204,"page":2,"original_page":2},"content":"Section
+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
+        notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6421052008867263},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":2,"original_page":2},"content":"Confidential
+        | Page 2 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9227842718362809},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.017676767676767676,"width":0.22712418300653595,"height":0.012626262626262626,"page":3,"original_page":3},"content":"Quarterly
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+        Values, Link, Highlight, and Comment","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.907549238204956},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.09974747474747475,"width":0.23039215686274508,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Invoice
+        Number: INV-2048","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7455861002206803},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.13131313131313133,"width":0.22712418300653595,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Purchase
+        Order: PO-4096","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7557907789945602},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.26073232323232326,"width":0.3382352941176471,"height":0.03535353535353535,"page":3,"original_page":3},"content":"https://example.com/invoices/INV-2048\nHighlighted
+        total requiring review","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6238544598221779},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.3143939393939394,"width":0.5424836601307189,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Reviewer
+        comment: verify the highlighted total before approval","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6458791196346283},"extra":null},{"type":"Figure","bbox":{"left":0.848846435546875,"top":0.3119659423828125,"width":0.03472900390625,"height":0.025482177734375,"page":3,"original_page":3},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.35475045442581177},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.36426767676767674,"width":0.1830065359477124,"height":0.010732323232323232,"page":3,"original_page":3},"content":"Revised
+        total. 245.00","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7559733480215072},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.1: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7197816997766495},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4255050505050505,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.2: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7241321921348571},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.46085858585858586,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.3: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7395129382610321},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4962121212121212,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.4: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7290821939706802},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5315656565656566,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.5: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7154147416353225},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5669191919191919,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.6: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7340064704418182},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6022727272727273,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.7: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7154147416353225},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6376262626262627,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.8: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7204042226076126},"extra":null},{"type":"Figure","bbox":{"left":0.1739501953125,"top":0.74609375,"width":0.244873046875,"height":0.091796875,"page":3,"original_page":3},"content":"Linear
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+        | Page 3 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9031270325183869},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.018308080808080808,"width":0.22712418300653595,"height":0.011994949494949494,"page":4,"original_page":4},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8802960753440857},"extra":null},{"type":"Title","bbox":{"left":0.0718954248366013,"top":0.0422979797979798,"width":0.4387254901960784,"height":0.020833333333333332,"page":4,"original_page":4},"content":"Approval
+        Signature and Watermark","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9190816521644593},"extra":null},{"type":"Key
+        Value","bbox":{"left":0.07026143790849673,"top":0.18181818181818182,"width":0.43790849673202614,"height":0.09090909090909091,"page":4,"original_page":4},"content":"Approved
+        by: Jordan Lee\nSignature: <signature>","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8993409156799317},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.3434343434343434,"width":0.5016339869281046,"height":0.31123737373737376,"page":4,"original_page":4},"content":"Section
+        4.1: Invoice totals, regional revenue, and reconciliation notes. Section 4.2:
+        Invoice totals, regional revenue, and reconciliation notes. DRAFT Section
+        4.3: Invoice totals, regional revenue, and reconciliation notes. Section 4.4:
+        Invoice totals, regional revenue, and reconciliation notes. Section 4.5: Invoice
+        totals, regional revenue, and reconciliation notes. Section 4.6: Invoice totals,
+        regional revenue, and reconciliation notes. Section 4.7: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.8: Invoice totals, regional revenue,
+        and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7228909820318221},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":4,"original_page":4},"content":"Confidential
+        | Page 4 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9192615240812302},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.018308080808080808,"width":0.22712418300653595,"height":0.011994949494949494,"page":5,"original_page":5},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9078197360038758},"extra":null},{"type":"Title","bbox":{"left":0.0727124183006536,"top":0.0422979797979798,"width":0.4305555555555556,"height":0.019570707070707072,"page":5,"original_page":5},"content":"Appendix
+        with Section Boundaries","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9206764549016953},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.09722222222222222,"width":0.09395424836601307,"height":0.023989898989898988,"page":5,"original_page":5},"content":"1.
+        Scope","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8958270728588105},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.0718954248366013,"top":0.16666666666666666,"width":0.12091503267973856,"height":0.015151515151515152,"page":5,"original_page":5},"content":"2.
+        Findings","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9091683983802795},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.2297979797979798,"width":0.22875816993464052,"height":0.012626262626262626,"page":5,"original_page":5},"content":"3.
+        Recommendations","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9221650391817092},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.26452020202020204,"page":5,"original_page":5},"content":"Section
+        5.1: Invoice totals, regional revenue, and reconciliation notes. Section 5.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 5.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.8: Invoice totals, regional revenue, and reconciliation
+        notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7166640102863311},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":5,"original_page":5},"content":"Confidential
+        | Page 5 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9235781162977219},"extra":null}]}],"ocr":null,"custom":null},"parse_mode":null,"document_properties":null}'
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+      - application/json
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+      - Wed, 02 Sep 2026 22:36:40 GMT
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+      message: ''
+recorded_at: '2026-09-02T22:36:40.617490+00:00'
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and 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+        type: document_url
+      model: reducto/parse-v3
+      settings:
+        extraction_mode: hybrid
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/7275ada41cef13b503e12060dbbcd005830605665aa41093a30ca11f5bc541ea.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/7275ada41cef13b503e12060dbbcd005830605665aa41093a30ca11f5bc541ea.yaml
new file mode 100644
index 00000000000..b1bb8e1acb7
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/7275ada41cef13b503e12060dbbcd005830605665aa41093a30ca11f5bc541ea.yaml
@@ -0,0 +1,718 @@
+interactions:
+- request:
+    body: !!binary |
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+        Invoice Summary and Line Items\n\n| Item                  | Quantity   | Amount   |\n|-|-|-|\n|
+        Document analysis     | 2          | 120.00   |\n| Document verification |
+        1          | 80.00    |\n\n| Item continued     | Quantity   | Amount   |\n|-|-|-|\n|
+        Fixture validation | 3          | 45.00    |\n| Provider review    | 1          |
+        25.00    |\n\nSection 1.1: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.2: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.3: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.4: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.5: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.6: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.7: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 1 of 5\n\n# Revenue Chart and Formula Review\n\nQuarterly
+        revenue bar chart with four blue bars labeled Q1, Q2, Q3, and Q4. Q1 is the
+        lowest, Q2 is higher, Q3 is lower than Q2, and Q4 is the tallest bar.\n\nBlue
+        geometric line drawing on a square grid, with a central square and diagonal
+        lines extending to the grid corners.\n\n\n\nFormula: gross margin = (revenue
+        - cost) / revenue\n\n\n\nSection 2.1: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.2: Invoice totals, regional revenue, and reconciliation
+        notes. Section 2.3: Invoice totals, regional revenue, and reconciliation notes.
+        Section 2.4: Invoice totals, regional revenue, and reconciliation notes. Section
+        2.5: Invoice totals, regional revenue, and reconciliation notes. Section 2.6:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.7: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.8: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nConfidential | Page 2 of 5\n\n#
+        Key Values, Link, Highlight, and Comment\n\nInvoice Number: INV-2048\n\nPurchase
+        Order: PO-4096\n\n## https://example.com/invoices/INV-2048\nHighlighted total
+        requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\n\n\n## Revised total. 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nLinear barcode.\n\nConfidential | Page
+        3 of 5\n\n# Approval Signature and Watermark\n\nApproved by: Jordan Lee\nSignature:
+        <signature>\n\nSection 4.1: Invoice totals, regional revenue, and reconciliation
+        notes. Section 4.2: Invoice totals, regional revenue, and reconciliation notes.
+        DRAFT Section 4.3: Invoice totals, regional revenue, and reconciliation notes.
+        Section 4.4: Invoice totals, regional revenue, and reconciliation notes. Section
+        4.5: Invoice totals, regional revenue, and reconciliation notes. Section 4.6:
+        Invoice totals, regional revenue, and reconciliation notes. Section 4.7: Invoice
+        totals, regional revenue, and reconciliation notes. Section 4.8: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nConfidential | Page 4 of 5\n\n#
+        Appendix with Section Boundaries\n\n## 1. Scope\n\n## 2. Findings\n\n## 3.
+        Recommendations\n\nSection 5.1: Invoice totals, regional revenue, and reconciliation
+        notes. Section 5.2: Invoice totals, regional revenue, and reconciliation notes.
+        Section 5.3: Invoice totals, regional revenue, and reconciliation notes. Section
+        5.4: Invoice totals, regional revenue, and reconciliation notes. Section 5.5:
+        Invoice totals, regional revenue, and reconciliation notes. Section 5.6: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.7: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nConfidential | Page 5 of 5","embed":"#
+        Invoice Summary and Line Items\n\n| Item                  | Quantity   | Amount   |\n|-|-|-|\n|
+        Document analysis     | 2          | 120.00   |\n| Document verification |
+        1          | 80.00    |\n\n| Item continued     | Quantity   | Amount   |\n|-|-|-|\n|
+        Fixture validation | 3          | 45.00    |\n| Provider review    | 1          |
+        25.00    |\n\nSection 1.1: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.2: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.3: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.4: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.5: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.6: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.7: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 1 of 5\n\n# Revenue Chart and Formula Review\n\nQuarterly
+        revenue bar chart with four blue bars labeled Q1, Q2, Q3, and Q4. Q1 is the
+        lowest, Q2 is higher, Q3 is lower than Q2, and Q4 is the tallest bar.\n\nBlue
+        geometric line drawing on a square grid, with a central square and diagonal
+        lines extending to the grid corners.\n\n\n\nFormula: gross margin = (revenue
+        - cost) / revenue\n\n\n\nSection 2.1: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.2: Invoice totals, regional revenue, and reconciliation
+        notes. Section 2.3: Invoice totals, regional revenue, and reconciliation notes.
+        Section 2.4: Invoice totals, regional revenue, and reconciliation notes. Section
+        2.5: Invoice totals, regional revenue, and reconciliation notes. Section 2.6:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.7: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.8: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nConfidential | Page 2 of 5\n\n#
+        Key Values, Link, Highlight, and Comment\n\nInvoice Number: INV-2048\n\nPurchase
+        Order: PO-4096\n\n## https://example.com/invoices/INV-2048\nHighlighted total
+        requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\n\n\n## Revised total. 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nLinear barcode.\n\nConfidential | Page
+        3 of 5\n\n# Approval Signature and Watermark\n\nApproved by: Jordan Lee\nSignature:
+        <signature>\n\nSection 4.1: Invoice totals, regional revenue, and reconciliation
+        notes. Section 4.2: Invoice totals, regional revenue, and reconciliation notes.
+        DRAFT Section 4.3: Invoice totals, regional revenue, and reconciliation notes.
+        Section 4.4: Invoice totals, regional revenue, and reconciliation notes. Section
+        4.5: Invoice totals, regional revenue, and reconciliation notes. Section 4.6:
+        Invoice totals, regional revenue, and reconciliation notes. Section 4.7: Invoice
+        totals, regional revenue, and reconciliation notes. Section 4.8: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nConfidential | Page 4 of 5\n\n#
+        Appendix with Section Boundaries\n\n## 1. Scope\n\n## 2. Findings\n\n## 3.
+        Recommendations\n\nSection 5.1: Invoice totals, regional revenue, and reconciliation
+        notes. Section 5.2: Invoice totals, regional revenue, and reconciliation notes.
+        Section 5.3: Invoice totals, regional revenue, and reconciliation notes. Section
+        5.4: Invoice totals, regional revenue, and reconciliation notes. Section 5.5:
+        Invoice totals, regional revenue, and reconciliation notes. Section 5.6: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.7: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nConfidential | Page 5 of 5","enriched":null,"enrichment_success":false,"blocks":[{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.018308080808080808,"width":0.22712418300653595,"height":0.011994949494949494,"page":1,"original_page":1},"content":"Quarterly
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+        Item                  | Quantity   | Amount   |\n|-|-|-|\n| Document analysis     |
+        2          | 120.00   |\n| Document verification | 1          | 80.00    |","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9576186398665111},"extra":null},{"type":"Table","bbox":{"left":0.0727124183006536,"top":0.24116161616161616,"width":0.8488562091503268,"height":0.13320707070707072,"page":1,"original_page":1},"content":"|
+        Item continued     | Quantity   | Amount   |\n|-|-|-|\n| Fixture validation
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+        1.2: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6971822381019592},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.46085858585858586,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.3: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6927557319402695},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4962121212121212,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.4: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6769042581319809},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5315656565656566,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.5: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.683884510397911},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5669191919191919,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.6: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7034911513328552},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6022727272727273,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.7: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6940211951732635},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6376262626262627,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.8: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6971822381019592},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":1,"original_page":1},"content":"Confidential
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+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9090005308389664},"extra":null},{"type":"Title","bbox":{"left":0.07352941176470588,"top":0.037247474747474744,"width":0.4452614379084967,"height":0.027777777777777776,"page":2,"original_page":2},"content":"Revenue
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+        revenue bar chart with four blue bars labeled Q1, Q2, Q3, and Q4. Q1 is the
+        lowest, Q2 is higher, Q3 is lower than Q2, and Q4 is the tallest bar.","image_url":null,"chart_data":null,"confidence":"low","granular_confidence":{"extract_confidence":null,"parse_confidence":0.4104905590415001},"extra":null},{"type":"Figure","bbox":{"left":0.741607666015625,"top":0.0819091796875,"width":0.11834716796875,"height":0.092529296875,"page":2,"original_page":2},"content":"Blue
+        geometric line drawing on a square grid, with a central square and diagonal
+        lines extending to the grid corners.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.303449621796608},"extra":null},{"type":"Figure","bbox":{"left":0.741546630859375,"top":0.20660400390625,"width":0.11749267578125,"height":0.0811767578125,"page":2,"original_page":2},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.28771371841430665},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.29292929292929293,"width":0.33169934640522875,"height":0.015782828282828284,"page":2,"original_page":2},"content":"Formula:
+        gross margin = (revenue - cost) / revenue","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9167426466941834},"extra":null},{"type":"Figure","bbox":{"left":0.7423095703125,"top":0.309906005859375,"width":0.076904296875,"height":0.06085205078125,"page":2,"original_page":2},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.3421227872371674},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.26452020202020204,"page":2,"original_page":2},"content":"Section
+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
+        notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6421052008867263},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":2,"original_page":2},"content":"Confidential
+        | Page 2 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9227842718362809},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.017676767676767676,"width":0.22712418300653595,"height":0.012626262626262626,"page":3,"original_page":3},"content":"Quarterly
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+        Values, Link, Highlight, and Comment","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.907549238204956},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.09974747474747475,"width":0.23039215686274508,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Invoice
+        Number: INV-2048","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7455861002206803},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.13131313131313133,"width":0.22712418300653595,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Purchase
+        Order: PO-4096","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7557907789945602},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.26073232323232326,"width":0.3382352941176471,"height":0.03535353535353535,"page":3,"original_page":3},"content":"https://example.com/invoices/INV-2048\nHighlighted
+        total requiring review","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6238544598221779},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.3143939393939394,"width":0.5424836601307189,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Reviewer
+        comment: verify the highlighted total before approval","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6458791196346283},"extra":null},{"type":"Figure","bbox":{"left":0.848846435546875,"top":0.3119659423828125,"width":0.03472900390625,"height":0.025482177734375,"page":3,"original_page":3},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.35475045442581177},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.36426767676767674,"width":0.1830065359477124,"height":0.010732323232323232,"page":3,"original_page":3},"content":"Revised
+        total. 245.00","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7559733480215072},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.1: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7197816997766495},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4255050505050505,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.2: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7241321921348571},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.46085858585858586,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.3: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7395129382610321},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4962121212121212,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.4: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7290821939706802},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5315656565656566,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.5: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7154147416353225},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5669191919191919,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.6: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7340064704418182},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6022727272727273,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.7: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7154147416353225},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6376262626262627,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.8: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7204042226076126},"extra":null},{"type":"Figure","bbox":{"left":0.1739501953125,"top":0.74609375,"width":0.244873046875,"height":0.091796875,"page":3,"original_page":3},"content":"Linear
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+        | Page 3 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9031270325183869},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.018308080808080808,"width":0.22712418300653595,"height":0.011994949494949494,"page":4,"original_page":4},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8802960753440857},"extra":null},{"type":"Title","bbox":{"left":0.0718954248366013,"top":0.0422979797979798,"width":0.4387254901960784,"height":0.020833333333333332,"page":4,"original_page":4},"content":"Approval
+        Signature and Watermark","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9190816521644593},"extra":null},{"type":"Key
+        Value","bbox":{"left":0.07026143790849673,"top":0.18181818181818182,"width":0.43790849673202614,"height":0.09090909090909091,"page":4,"original_page":4},"content":"Approved
+        by: Jordan Lee\nSignature: <signature>","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8993409156799317},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.3434343434343434,"width":0.5016339869281046,"height":0.31123737373737376,"page":4,"original_page":4},"content":"Section
+        4.1: Invoice totals, regional revenue, and reconciliation notes. Section 4.2:
+        Invoice totals, regional revenue, and reconciliation notes. DRAFT Section
+        4.3: Invoice totals, regional revenue, and reconciliation notes. Section 4.4:
+        Invoice totals, regional revenue, and reconciliation notes. Section 4.5: Invoice
+        totals, regional revenue, and reconciliation notes. Section 4.6: Invoice totals,
+        regional revenue, and reconciliation notes. Section 4.7: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.8: Invoice totals, regional revenue,
+        and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7228909820318221},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":4,"original_page":4},"content":"Confidential
+        | Page 4 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9192615240812302},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.018308080808080808,"width":0.22712418300653595,"height":0.011994949494949494,"page":5,"original_page":5},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9078197360038758},"extra":null},{"type":"Title","bbox":{"left":0.0727124183006536,"top":0.0422979797979798,"width":0.4305555555555556,"height":0.019570707070707072,"page":5,"original_page":5},"content":"Appendix
+        with Section Boundaries","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.920676475763321},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.09722222222222222,"width":0.09395424836601307,"height":0.023989898989898988,"page":5,"original_page":5},"content":"1.
+        Scope","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8958270728588105},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.0718954248366013,"top":0.16666666666666666,"width":0.12091503267973856,"height":0.015151515151515152,"page":5,"original_page":5},"content":"2.
+        Findings","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9091683983802795},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.2297979797979798,"width":0.22875816993464052,"height":0.012626262626262626,"page":5,"original_page":5},"content":"3.
+        Recommendations","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9221650391817092},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.26452020202020204,"page":5,"original_page":5},"content":"Section
+        5.1: Invoice totals, regional revenue, and reconciliation notes. Section 5.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 5.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.8: Invoice totals, regional revenue, and reconciliation
+        notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7166640102863311},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":5,"original_page":5},"content":"Confidential
+        | Page 5 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9235781162977219},"extra":null}]}],"ocr":null,"custom":null},"parse_mode":null,"document_properties":null}'
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+      - Wed, 02 Sep 2026 22:37:01 GMT
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+recorded_at: '2026-09-02T22:37:01.516577+00:00'
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and 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+        type: document_url
+      model: reducto/parse-v3
+      retrieval:
+        filter_blocks:
+        - Header
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/738809d767c547f7fd111758726504f073843fab9475433db25745a216e4be24.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/738809d767c547f7fd111758726504f073843fab9475433db25745a216e4be24.yaml
new file mode 100644
index 00000000000..e45abc3e66a
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/738809d767c547f7fd111758726504f073843fab9475433db25745a216e4be24.yaml
@@ -0,0 +1,722 @@
+interactions:
+- request:
+    body: !!binary |
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+        Operations Report\n\n# Invoice Summary and Line Items\n\n| Item                  |
+        Quantity   | Amount   |\n|-|-|-|\n| Document analysis     | 2          | 120.00   |\n|
+        Document verification | 1          | 80.00    |\n\n| Item continued     |
+        Quantity   | Amount   |\n|-|-|-|\n| Fixture validation | 3          | 45.00    |\n|
+        Provider review    | 1          | 25.00    |\n\nSection 1.1: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.2: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.3: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.4: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.5: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.6: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.7: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.8: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nConfidential | Page 1 of 5\n\nQuarterly
+        Operations Report\n\n# Revenue Chart and Formula Review\n\nQuarterly revenue
+        bar chart with four blue bars labeled Q1, Q2, Q3, and Q4. Q1 is the lowest,
+        Q2 is higher, Q3 is lower than Q2, and Q4 is the tallest bar.\n\nBlue geometric
+        line drawing on a square grid, with a central square and diagonal lines extending
+        to the grid corners.\n\n\n\nFormula: gross margin = (revenue - cost) / revenue\n\n\n\nSection
+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 2 of 5\n\nQuarterly Operations Report\n\n# Key
+        Values, Link, Highlight, and Comment\n\nInvoice Number: INV-2048\n\nPurchase
+        Order: PO-4096\n\n## https://example.com/invoices/INV-2048\nHighlighted total
+        requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\n\n\n## Revised total. 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nLinear barcode.\n\nConfidential | Page
+        3 of 5\n\nQuarterly Operations Report\n\n# Approval Signature and Watermark\n\nApproved
+        by: Jordan Lee\nSignature: <signature>\n\nSection 4.1: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.2: Invoice totals, regional revenue,
+        and reconciliation notes. Section 4.3: Invoice totals, regional revenue, and
+        reconciliation notes. Section 4.4: Invoice totals, regional revenue, and reconciliation
+        notes. Section 4.5: Invoice totals, regional revenue, and reconciliation notes.
+        Section 4.6: Invoice totals, regional revenue, and reconciliation notes. Section
+        4.7: Invoice totals, regional revenue, and reconciliation notes. Section 4.8:
+        Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 4 of 5\n\nQuarterly Operations Report\n\n# Appendix with Section Boundaries\n\n##
+        1. Scope\n\n## 2. Findings\n\n## 3. Recommendations\n\nSection 5.1: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.2: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.3: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.4: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.5: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.6: Invoice totals, regional revenue, and reconciliation
+        notes. Section 5.7: Invoice totals, regional revenue, and reconciliation notes.
+        Section 5.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 5 of 5","embed":"Quarterly Operations Report\n\n# Invoice Summary and
+        Line Items\n\n| Item                  | Quantity   | Amount   |\n|-|-|-|\n|
+        Document analysis     | 2          | 120.00   |\n| Document verification |
+        1          | 80.00    |\n\n| Item continued     | Quantity   | Amount   |\n|-|-|-|\n|
+        Fixture validation | 3          | 45.00    |\n| Provider review    | 1          |
+        25.00    |\n\nSection 1.1: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.2: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.3: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.4: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.5: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.6: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.7: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 1 of 5\n\nQuarterly Operations Report\n\n# Revenue
+        Chart and Formula Review\n\nQuarterly revenue bar chart with four blue bars
+        labeled Q1, Q2, Q3, and Q4. Q1 is the lowest, Q2 is higher, Q3 is lower than
+        Q2, and Q4 is the tallest bar.\n\nBlue geometric line drawing on a square
+        grid, with a central square and diagonal lines extending to the grid corners.\n\n\n\nFormula:
+        gross margin = (revenue - cost) / revenue\n\n\n\nSection 2.1: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.2: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.3: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.4: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.5: Invoice totals, regional revenue, and reconciliation
+        notes. Section 2.6: Invoice totals, regional revenue, and reconciliation notes.
+        Section 2.7: Invoice totals, regional revenue, and reconciliation notes. Section
+        2.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 2 of 5\n\nQuarterly Operations Report\n\n# Key Values, Link, Highlight,
+        and Comment\n\nInvoice Number: INV-2048\n\nPurchase Order: PO-4096\n\n## https://example.com/invoices/INV-2048\nHighlighted
+        total requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\n\n\n## Revised total. 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nLinear barcode.\n\nConfidential | Page
+        3 of 5\n\nQuarterly Operations Report\n\n# Approval Signature and Watermark\n\nApproved
+        by: Jordan Lee\nSignature: <signature>\n\nSection 4.1: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.2: Invoice totals, regional revenue,
+        and reconciliation notes. Section 4.3: Invoice totals, regional revenue, and
+        reconciliation notes. Section 4.4: Invoice totals, regional revenue, and reconciliation
+        notes. Section 4.5: Invoice totals, regional revenue, and reconciliation notes.
+        Section 4.6: Invoice totals, regional revenue, and reconciliation notes. Section
+        4.7: Invoice totals, regional revenue, and reconciliation notes. Section 4.8:
+        Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 4 of 5\n\nQuarterly Operations Report\n\n# Appendix with Section Boundaries\n\n##
+        1. Scope\n\n## 2. Findings\n\n## 3. Recommendations\n\nSection 5.1: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.2: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.3: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.4: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.5: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.6: Invoice totals, regional revenue, and reconciliation
+        notes. Section 5.7: Invoice totals, regional revenue, and reconciliation notes.
+        Section 5.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
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+        Item                  | Quantity   | Amount   |\n|-|-|-|\n| Document analysis     |
+        2          | 120.00   |\n| Document verification | 1          | 80.00    |","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9576186398665111},"extra":null},{"type":"Table","bbox":{"left":0.0727124183006536,"top":0.24116161616161616,"width":0.8488562091503268,"height":0.13320707070707072,"page":1,"original_page":1},"content":"|
+        Item continued     | Quantity   | Amount   |\n|-|-|-|\n| Fixture validation
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+        1.1: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7204042226076126},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4255050505050505,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.2: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6971822381019592},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.46085858585858586,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.3: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6927557319402695},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4962121212121212,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.4: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6769042581319809},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5315656565656566,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.5: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.683884510397911},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5669191919191919,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
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+        1.8: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6971822381019592},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":1,"original_page":1},"content":"Confidential
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+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9090005308389664},"extra":null},{"type":"Title","bbox":{"left":0.07352941176470588,"top":0.037247474747474744,"width":0.4452614379084967,"height":0.027777777777777776,"page":2,"original_page":2},"content":"Revenue
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+        revenue bar chart with four blue bars labeled Q1, Q2, Q3, and Q4. Q1 is the
+        lowest, Q2 is higher, Q3 is lower than Q2, and Q4 is the tallest bar.","image_url":null,"chart_data":null,"confidence":"low","granular_confidence":{"extract_confidence":null,"parse_confidence":0.41049053817987446},"extra":null},{"type":"Figure","bbox":{"left":0.741607666015625,"top":0.0819091796875,"width":0.11834716796875,"height":0.092529296875,"page":2,"original_page":2},"content":"Blue
+        geometric line drawing on a square grid, with a central square and diagonal
+        lines extending to the grid corners.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.303449621796608},"extra":null},{"type":"Figure","bbox":{"left":0.741546630859375,"top":0.20660400390625,"width":0.11749267578125,"height":0.0811767578125,"page":2,"original_page":2},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.28771371841430665},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.29292929292929293,"width":0.33169934640522875,"height":0.015782828282828284,"page":2,"original_page":2},"content":"Formula:
+        gross margin = (revenue - cost) / revenue","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9167426466941834},"extra":null},{"type":"Figure","bbox":{"left":0.7423095703125,"top":0.309906005859375,"width":0.076904296875,"height":0.06085205078125,"page":2,"original_page":2},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.3421227872371674},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.26452020202020204,"page":2,"original_page":2},"content":"Section
+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
+        notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6421052008867263},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":2,"original_page":2},"content":"Confidential
+        | Page 2 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9227842718362809},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.017676767676767676,"width":0.22712418300653595,"height":0.012626262626262626,"page":3,"original_page":3},"content":"Quarterly
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+        Values, Link, Highlight, and Comment","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.907549238204956},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.09974747474747475,"width":0.23039215686274508,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Invoice
+        Number: INV-2048","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7455861002206803},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.13131313131313133,"width":0.22712418300653595,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Purchase
+        Order: PO-4096","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7557907789945602},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.26073232323232326,"width":0.3382352941176471,"height":0.03535353535353535,"page":3,"original_page":3},"content":"https://example.com/invoices/INV-2048\nHighlighted
+        total requiring review","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6238544598221779},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.3143939393939394,"width":0.5424836601307189,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Reviewer
+        comment: verify the highlighted total before approval","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6458791196346283},"extra":null},{"type":"Figure","bbox":{"left":0.848846435546875,"top":0.3119659423828125,"width":0.03472900390625,"height":0.025482177734375,"page":3,"original_page":3},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.35475045442581177},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.36426767676767674,"width":0.1830065359477124,"height":0.010732323232323232,"page":3,"original_page":3},"content":"Revised
+        total. 245.00","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7559733480215072},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.1: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7197816997766495},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4255050505050505,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.2: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7241321921348571},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.46085858585858586,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.3: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7395129382610321},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4962121212121212,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.4: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7290821939706802},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5315656565656566,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.5: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7154147416353225},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5669191919191919,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
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+        3.7: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7154147416353225},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6376262626262627,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.8: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7204042226076126},"extra":null},{"type":"Figure","bbox":{"left":0.1739501953125,"top":0.74609375,"width":0.244873046875,"height":0.091796875,"page":3,"original_page":3},"content":"Linear
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+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8802960753440857},"extra":null},{"type":"Title","bbox":{"left":0.0718954248366013,"top":0.0422979797979798,"width":0.4387254901960784,"height":0.020833333333333332,"page":4,"original_page":4},"content":"Approval
+        Signature and Watermark","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9189441114664079},"extra":null},{"type":"Key
+        Value","bbox":{"left":0.07026143790849673,"top":0.18181818181818182,"width":0.43790849673202614,"height":0.09090909090909091,"page":4,"original_page":4},"content":"Approved
+        by: Jordan Lee\nSignature: <signature>","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8993409156799317},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.26452020202020204,"page":4,"original_page":4},"content":"Section
+        4.1: Invoice totals, regional revenue, and reconciliation notes. Section 4.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 4.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 4.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 4.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 4.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 4.8: Invoice totals, regional revenue, and reconciliation
+        notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7228909820318221},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":4,"original_page":4},"content":"Confidential
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+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9078197360038758},"extra":null},{"type":"Title","bbox":{"left":0.0727124183006536,"top":0.0422979797979798,"width":0.4305555555555556,"height":0.019570707070707072,"page":5,"original_page":5},"content":"Appendix
+        with Section Boundaries","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9206764549016953},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.09722222222222222,"width":0.09395424836601307,"height":0.023989898989898988,"page":5,"original_page":5},"content":"1.
+        Scope","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8958270728588105},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.0718954248366013,"top":0.16666666666666666,"width":0.12091503267973856,"height":0.015151515151515152,"page":5,"original_page":5},"content":"2.
+        Findings","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9091683983802795},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.2297979797979798,"width":0.22875816993464052,"height":0.012626262626262626,"page":5,"original_page":5},"content":"3.
+        Recommendations","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9221650391817092},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.26452020202020204,"page":5,"original_page":5},"content":"Section
+        5.1: Invoice totals, regional revenue, and reconciliation notes. Section 5.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 5.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.8: Invoice totals, regional revenue, and reconciliation
+        notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7166640102863311},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":5,"original_page":5},"content":"Confidential
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+      - Wed, 02 Sep 2026 22:36:56 GMT
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+recorded_at: '2026-09-02T22:36:56.262724+00:00'
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and 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+        type: document_url
+      formatting:
+        include:
+        - signatures
+        - ignore_watermarks
+      model: reducto/parse-v3
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/76cd15933894b8fbc1c3152b3c960318c6acb5c599a7ebc17e808868ad09c2fe.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/76cd15933894b8fbc1c3152b3c960318c6acb5c599a7ebc17e808868ad09c2fe.yaml
new file mode 100644
index 00000000000..1e60ce273b6
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/76cd15933894b8fbc1c3152b3c960318c6acb5c599a7ebc17e808868ad09c2fe.yaml
@@ -0,0 +1,790 @@
+interactions:
+- request:
+    body: !!binary |
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+        Operations Report\n\n# <b>Invoice Summary and Line Items</b>\n\n<table><tr><th>Item</th><th>Quantity</th><th>Amount</th></tr><tr><td>Document
+        analysis</td><td>2</td><td>120.00</td></tr><tr><td>Document verification</td><td>1</td><td>80.00</td></tr></table>\n\n<table><tr><th>Item
+        continued</th><th>Quantity</th><th>Amount</th></tr><tr><td>Fixture validation</td><td>3</td><td>45.00</td></tr><tr><td>Provider
+        review</td><td>1</td><td>25.00</td></tr></table>\n\nSection 1.1: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.2: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.3: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.4: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.5: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.6: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.7: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.8: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nConfidential | Page 1 of 5\n\nQuarterly
+        Operations Report\n\n# <b>Revenue Chart and Formula Review</b>\n\nBar chart
+        of quarterly revenue from Q1 through Q4.\n\nBlue geometric diagram with a
+        square and diagonal lines on a grid.\n\nGreen geometric diagram with a square
+        and diagonal lines on a grid.\n\nFormula: gross margin = (revenue - cost)
+        / revenue\n\nRed geometric diagram with a square and diagonal lines on a grid.\n\nSection
+        2.1: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.2: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.3: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.4: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.5: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.6: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.7: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 2 of 5\n\nQuarterly Operations Report\n\n# <b>Key Values, Link, Highlight,
+        and Comment</b>\n\nInvoice Number: INV-2048\n\nPurchase Order: PO-4096\n\n<mark>https://example.com/invoices/INV-2048
+        Highlighted total requiring review</mark>\n\nReviewer comment: verify the
+        highlighted total before approval\n\nBlack square icon with three white horizontal
+        lines.\n\n<s>Revised total: 245.00</s>\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nLinear barcode.\n\nConfidential | Page
+        3 of 5\n\nDRAFT\n\nQuarterly Operations Report\n\n# <b>Approval Signature
+        and Watermark</b>\n\nApproved by: Jordan Lee\n<signature>\nSignature\n\n-
+        Section 4.1: Invoice totals, regional revenue, and reconciliation notes.\n\n-
+        Section 4.2: Invoice totals, regional revenue, and reconciliation notes.\n\n-
+        Section 4.3: Invoice totals, regional revenue, and reconciliation notes.\n\n-
+        Section 4.4: Invoice totals, regional revenue, and reconciliation notes.\n\n-
+        Section 4.5: Invoice totals, regional revenue, and reconciliation notes.\n\n-
+        Section 4.6: Invoice totals, regional revenue, and reconciliation notes.\n\n-
+        Section 4.7: Invoice totals, regional revenue, and reconciliation notes.\n\n-
+        Section 4.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 4 of 5\n\nQuarterly Operations Report\n\n# <b>Appendix with Section
+        Boundaries</b>\n\n## <b>1. Scope</b>\n\n## <b>2. Findings</b>\n\n## <b>3.
+        Recommendations</b>\n\nSection 5.1: Invoice totals, regional revenue, and
+        reconciliation notes.\n\nSection 5.2: Invoice totals, regional revenue, and
+        reconciliation notes.\n\nSection 5.3: Invoice totals, regional revenue, and
+        reconciliation notes.\n\nSection 5.4: Invoice totals, regional revenue, and
+        reconciliation notes.\n\nSection 5.5: Invoice totals, regional revenue, and
+        reconciliation notes.\n\nSection 5.6: Invoice totals, regional revenue, and
+        reconciliation notes.\n\nSection 5.7: Invoice totals, regional revenue, and
+        reconciliation notes.\n\nSection 5.8: Invoice totals, regional revenue, and
+        reconciliation notes.\n\nConfidential | Page 5 of 5","embed":"Quarterly Operations
+        Report\n\n# <b>Invoice Summary and Line Items</b>\n\n<table><tr><th>Item</th><th>Quantity</th><th>Amount</th></tr><tr><td>Document
+        analysis</td><td>2</td><td>120.00</td></tr><tr><td>Document verification</td><td>1</td><td>80.00</td></tr></table>\n\n<table><tr><th>Item
+        continued</th><th>Quantity</th><th>Amount</th></tr><tr><td>Fixture validation</td><td>3</td><td>45.00</td></tr><tr><td>Provider
+        review</td><td>1</td><td>25.00</td></tr></table>\n\nSection 1.1: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.2: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.3: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.4: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.5: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.6: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.7: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.8: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nConfidential | Page 1 of 5\n\nQuarterly
+        Operations Report\n\n# <b>Revenue Chart and Formula Review</b>\n\nBar chart
+        of quarterly revenue from Q1 through Q4.\n\nBlue geometric diagram with a
+        square and diagonal lines on a grid.\n\nGreen geometric diagram with a square
+        and diagonal lines on a grid.\n\nFormula: gross margin = (revenue - cost)
+        / revenue\n\nRed geometric diagram with a square and diagonal lines on a grid.\n\nSection
+        2.1: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.2: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.3: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.4: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.5: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.6: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.7: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 2 of 5\n\nQuarterly Operations Report\n\n# <b>Key Values, Link, Highlight,
+        and Comment</b>\n\nInvoice Number: INV-2048\n\nPurchase Order: PO-4096\n\n<mark>https://example.com/invoices/INV-2048
+        Highlighted total requiring review</mark>\n\nReviewer comment: verify the
+        highlighted total before approval\n\nBlack square icon with three white horizontal
+        lines.\n\n<s>Revised total: 245.00</s>\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nLinear barcode.\n\nConfidential | Page
+        3 of 5\n\nDRAFT\n\nQuarterly Operations Report\n\n# <b>Approval Signature
+        and Watermark</b>\n\nApproved by: Jordan Lee\n<signature>\nSignature\n\n-
+        Section 4.1: Invoice totals, regional revenue, and reconciliation notes.\n\n-
+        Section 4.2: Invoice totals, regional revenue, and reconciliation notes.\n\n-
+        Section 4.3: Invoice totals, regional revenue, and reconciliation notes.\n\n-
+        Section 4.4: Invoice totals, regional revenue, and reconciliation notes.\n\n-
+        Section 4.5: Invoice totals, regional revenue, and reconciliation notes.\n\n-
+        Section 4.6: Invoice totals, regional revenue, and reconciliation notes.\n\n-
+        Section 4.7: Invoice totals, regional revenue, and reconciliation notes.\n\n-
+        Section 4.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 4 of 5\n\nQuarterly Operations Report\n\n# <b>Appendix with Section
+        Boundaries</b>\n\n## <b>1. Scope</b>\n\n## <b>2. Findings</b>\n\n## <b>3.
+        Recommendations</b>\n\nSection 5.1: Invoice totals, regional revenue, and
+        reconciliation notes.\n\nSection 5.2: Invoice totals, regional revenue, and
+        reconciliation notes.\n\nSection 5.3: Invoice totals, regional revenue, and
+        reconciliation notes.\n\nSection 5.4: Invoice totals, regional revenue, and
+        reconciliation notes.\n\nSection 5.5: Invoice totals, regional revenue, and
+        reconciliation notes.\n\nSection 5.6: Invoice totals, regional revenue, and
+        reconciliation notes.\n\nSection 5.7: Invoice totals, regional revenue, and
+        reconciliation notes.\n\nSection 5.8: Invoice totals, regional revenue, and
+        reconciliation notes.\n\nConfidential | Page 5 of 5","enriched":"Quarterly
+        Operations Report\n\n# <b>Invoice Summary and Line Items</b>\n\n<table><tr><th>Item</th><th>Quantity</th><th>Amount</th></tr><tr><td>Document
+        analysis</td><td>2</td><td>120.00</td></tr><tr><td>Document verification</td><td>1</td><td>80.00</td></tr></table>\n\n<table><tr><th>Item
+        continued</th><th>Quantity</th><th>Amount</th></tr><tr><td>Fixture validation</td><td>3</td><td>45.00</td></tr><tr><td>Provider
+        review</td><td>1</td><td>25.00</td></tr></table>\n\nSection 1.1: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.2: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.3: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.4: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.5: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.6: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.7: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.8: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nConfidential | Page 1 of 5\n\nQuarterly
+        Operations Report\n\n# <b>Revenue Chart and Formula Review</b>\n\nBar chart
+        of quarterly revenue from Q1 through Q4.\n\nBlue geometric diagram with a
+        square and diagonal lines on a grid.\n\nGreen geometric diagram with a square
+        and diagonal lines on a grid.\n\nFormula: gross margin = (revenue - cost)
+        / revenue\n\nRed geometric diagram with a square and diagonal lines on a grid.\n\nSection
+        2.1: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.2: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.3: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.4: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.5: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.6: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.7: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 2 of 5\n\nQuarterly Operations Report\n\n# <b>Key Values, Link, Highlight,
+        and Comment</b>\n\nInvoice Number: INV-2048\n\nPurchase Order: PO-4096\n\n<mark>https://example.com/invoices/INV-2048
+        Highlighted total requiring review</mark>\n\nReviewer comment: verify the
+        highlighted total before approval\n\nBlack square icon with three white horizontal
+        lines.\n\n<s>Revised total: 245.00</s>\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nLinear barcode.\n\nConfidential | Page
+        3 of 5\n\nDRAFT\n\nQuarterly Operations Report\n\n# <b>Approval Signature
+        and Watermark</b>\n\nApproved by: Jordan Lee\n<signature>\nSignature\n\n-
+        Section 4.1: Invoice totals, regional revenue, and reconciliation notes.\n\n-
+        Section 4.2: Invoice totals, regional revenue, and reconciliation notes.\n\n-
+        Section 4.3: Invoice totals, regional revenue, and reconciliation notes.\n\n-
+        Section 4.4: Invoice totals, regional revenue, and reconciliation notes.\n\n-
+        Section 4.5: Invoice totals, regional revenue, and reconciliation notes.\n\n-
+        Section 4.6: Invoice totals, regional revenue, and reconciliation notes.\n\n-
+        Section 4.7: Invoice totals, regional revenue, and reconciliation notes.\n\n-
+        Section 4.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 4 of 5\n\nQuarterly Operations Report\n\n# <b>Appendix with Section
+        Boundaries</b>\n\n## <b>1. Scope</b>\n\n## <b>2. Findings</b>\n\n## <b>3.
+        Recommendations</b>\n\nSection 5.1: Invoice totals, regional revenue, and
+        reconciliation notes.\n\nSection 5.2: Invoice totals, regional revenue, and
+        reconciliation notes.\n\nSection 5.3: Invoice totals, regional revenue, and
+        reconciliation notes.\n\nSection 5.4: Invoice totals, regional revenue, and
+        reconciliation notes.\n\nSection 5.5: Invoice totals, regional revenue, and
+        reconciliation notes.\n\nSection 5.6: Invoice totals, regional revenue, and
+        reconciliation notes.\n\nSection 5.7: Invoice totals, regional revenue, and
+        reconciliation notes.\n\nSection 5.8: Invoice totals, regional revenue, and
+        reconciliation notes.\n\nConfidential | Page 5 of 5","enrichment_success":true,"blocks":[{"type":"Header","bbox":{"left":0.074,"top":0.018,"width":0.226,"height":0.012,"page":1,"original_page":1},"content":"Quarterly
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+        Summary and Line Items</b>","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":1.0},"extra":{"model":"r-1"}},{"type":"Table","bbox":{"left":0.072,"top":0.077,"width":0.8510000000000001,"height":0.134,"page":1,"original_page":1},"content":"<table><tr><th>Item</th><th>Quantity</th><th>Amount</th></tr><tr><td>Document
+        analysis</td><td>2</td><td>120.00</td></tr><tr><td>Document verification</td><td>1</td><td>80.00</td></tr></table>","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":1.0},"extra":{"model":"r-1"}},{"type":"Table","bbox":{"left":0.072,"top":0.241,"width":0.8510000000000001,"height":0.134,"page":1,"original_page":1},"content":"<table><tr><th>Item
+        continued</th><th>Quantity</th><th>Amount</th></tr><tr><td>Fixture validation</td><td>3</td><td>45.00</td></tr><tr><td>Provider
+        review</td><td>1</td><td>25.00</td></tr></table>","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":1.0},"extra":{"model":"r-1"}},{"type":"Text","bbox":{"left":0.073,"top":0.395,"width":0.5019999999999999,"height":0.011999999999999946,"page":1,"original_page":1},"content":"Section
+        1.1: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":1.0},"extra":{"model":"r-1"}},{"type":"Text","bbox":{"left":0.073,"top":0.43,"width":0.5019999999999999,"height":0.012000000000000004,"page":1,"original_page":1},"content":"Section
+        1.2: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":1.0},"extra":{"model":"r-1"}},{"type":"Text","bbox":{"left":0.073,"top":0.465,"width":0.5019999999999999,"height":0.011999999999999946,"page":1,"original_page":1},"content":"Section
+        1.3: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":1.0},"extra":{"model":"r-1"}},{"type":"Text","bbox":{"left":0.073,"top":0.5,"width":0.5019999999999999,"height":0.012000000000000004,"page":1,"original_page":1},"content":"Section
+        1.4: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":1.0},"extra":{"model":"r-1"}},{"type":"Text","bbox":{"left":0.073,"top":0.536,"width":0.5019999999999999,"height":0.012000000000000004,"page":1,"original_page":1},"content":"Section
+        1.5: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":1.0},"extra":{"model":"r-1"}},{"type":"Text","bbox":{"left":0.073,"top":0.571,"width":0.5019999999999999,"height":0.012000000000000004,"page":1,"original_page":1},"content":"Section
+        1.6: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":1.0},"extra":{"model":"r-1"}},{"type":"Text","bbox":{"left":0.073,"top":0.606,"width":0.5019999999999999,"height":0.012000000000000004,"page":1,"original_page":1},"content":"Section
+        1.7: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":1.0},"extra":{"model":"r-1"}},{"type":"Text","bbox":{"left":0.073,"top":0.642,"width":0.5019999999999999,"height":0.012000000000000004,"page":1,"original_page":1},"content":"Section
+        1.8: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":1.0},"extra":{"model":"r-1"}},{"type":"Footer","bbox":{"left":0.073,"top":0.954,"width":0.16599999999999998,"height":0.01000000000000004,"page":1,"original_page":1},"content":"Confidential
+        | Page 1 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":1.0},"extra":{"model":"r-1"}},{"type":"Header","bbox":{"left":0.073,"top":0.018,"width":0.22799999999999998,"height":0.012,"page":2,"original_page":2},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":1.0},"extra":{"model":"r-1"}},{"type":"Title","bbox":{"left":0.074,"top":0.045,"width":0.44399999999999995,"height":0.014999999999999998,"page":2,"original_page":2},"content":"<b>Revenue
+        Chart and Formula Review</b>","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":1.0},"extra":{"model":"r-1"}},{"type":"Figure","bbox":{"left":0.11099999999999999,"top":0.065,"width":0.6000000000000001,"height":0.19300000000000003,"page":2,"original_page":2},"content":"Bar
+        chart of quarterly revenue from Q1 through Q4.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":1.0},"extra":{"model":"r-1"}},{"type":"Figure","bbox":{"left":0.741,"top":0.082,"width":0.11899999999999988,"height":0.09199999999999998,"page":2,"original_page":2},"content":"Blue
+        geometric diagram with a square and diagonal lines on a grid.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":1.0},"extra":{"model":"r-1"}},{"type":"Figure","bbox":{"left":0.741,"top":0.206,"width":0.11899999999999988,"height":0.08199999999999998,"page":2,"original_page":2},"content":"Green
+        geometric diagram with a square and diagonal lines on a grid.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":1.0},"extra":{"model":"r-1"}},{"type":"Text","bbox":{"left":0.074,"top":0.297,"width":0.33199999999999996,"height":0.011000000000000022,"page":2,"original_page":2},"content":"Formula:
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+        geometric diagram with a square and diagonal lines on a grid.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":1.0},"extra":{"model":"r-1"}},{"type":"Text","bbox":{"left":0.073,"top":0.395,"width":0.5029999999999999,"height":0.011000000000000022,"page":2,"original_page":2},"content":"Section
+        2.1: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":1.0},"extra":{"model":"r-1"}},{"type":"Text","bbox":{"left":0.073,"top":0.43,"width":0.5029999999999999,"height":0.011000000000000022,"page":2,"original_page":2},"content":"Section
+        2.2: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":1.0},"extra":{"model":"r-1"}},{"type":"Text","bbox":{"left":0.073,"top":0.465,"width":0.5029999999999999,"height":0.011999999999999946,"page":2,"original_page":2},"content":"Section
+        2.3: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":1.0},"extra":{"model":"r-1"}},{"type":"Text","bbox":{"left":0.073,"top":0.501,"width":0.5029999999999999,"height":0.011000000000000022,"page":2,"original_page":2},"content":"Section
+        2.4: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":1.0},"extra":{"model":"r-1"}},{"type":"Text","bbox":{"left":0.073,"top":0.536,"width":0.5029999999999999,"height":0.012000000000000004,"page":2,"original_page":2},"content":"Section
+        2.5: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":1.0},"extra":{"model":"r-1"}},{"type":"Text","bbox":{"left":0.073,"top":0.572,"width":0.5029999999999999,"height":0.01100000000000008,"page":2,"original_page":2},"content":"Section
+        2.6: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":1.0},"extra":{"model":"r-1"}},{"type":"Text","bbox":{"left":0.073,"top":0.607,"width":0.5029999999999999,"height":0.010999999999999966,"page":2,"original_page":2},"content":"Section
+        2.7: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":1.0},"extra":{"model":"r-1"}},{"type":"Text","bbox":{"left":0.073,"top":0.642,"width":0.5029999999999999,"height":0.01100000000000008,"page":2,"original_page":2},"content":"Section
+        2.8: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":1.0},"extra":{"model":"r-1"}},{"type":"Footer","bbox":{"left":0.073,"top":0.954,"width":0.16599999999999998,"height":0.01000000000000004,"page":2,"original_page":2},"content":"Confidential
+        | Page 2 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":1.0},"extra":{"model":"r-1"}},{"type":"Header","bbox":{"left":0.074,"top":0.018,"width":0.226,"height":0.012,"page":3,"original_page":3},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":1.0},"extra":{"model":"r-1"}},{"type":"Title","bbox":{"left":0.074,"top":0.045,"width":0.5249999999999999,"height":0.018,"page":3,"original_page":3},"content":"<b>Key
+        Values, Link, Highlight, and Comment</b>","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":1.0},"extra":{"model":"r-1"}},{"type":"Text","bbox":{"left":0.074,"top":0.105,"width":0.23,"height":0.011000000000000022,"page":3,"original_page":3},"content":"Invoice
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+        comment: verify the highlighted total before approval","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":1.0},"extra":{"model":"r-1"}},{"type":"Figure","bbox":{"left":0.848,"top":0.311,"width":0.03499999999999998,"height":0.027000000000000007,"page":3,"original_page":3},"content":"Black
+        square icon with three white horizontal lines.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":1.0},"extra":{"model":"r-1"}},{"type":"Text","bbox":{"left":0.074,"top":0.364,"width":0.18300000000000002,"height":0.011000000000000022,"page":3,"original_page":3},"content":"<s>Revised
+        total: 245.00</s>","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":1.0},"extra":{"model":"r-1"}},{"type":"Text","bbox":{"left":0.073,"top":0.395,"width":0.5019999999999999,"height":0.011000000000000022,"page":3,"original_page":3},"content":"Section
+        3.1: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":1.0},"extra":{"model":"r-1"}},{"type":"Text","bbox":{"left":0.073,"top":0.43,"width":0.5019999999999999,"height":0.011000000000000022,"page":3,"original_page":3},"content":"Section
+        3.2: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":1.0},"extra":{"model":"r-1"}},{"type":"Text","bbox":{"left":0.073,"top":0.465,"width":0.5019999999999999,"height":0.010999999999999966,"page":3,"original_page":3},"content":"Section
+        3.3: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":1.0},"extra":{"model":"r-1"}},{"type":"Text","bbox":{"left":0.073,"top":0.5,"width":0.5019999999999999,"height":0.010999999999999966,"page":3,"original_page":3},"content":"Section
+        3.4: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":1.0},"extra":{"model":"r-1"}},{"type":"Text","bbox":{"left":0.073,"top":0.536,"width":0.5019999999999999,"height":0.01100000000000008,"page":3,"original_page":3},"content":"Section
+        3.5: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":1.0},"extra":{"model":"r-1"}},{"type":"Text","bbox":{"left":0.073,"top":0.571,"width":0.5019999999999999,"height":0.010999999999999966,"page":3,"original_page":3},"content":"Section
+        3.6: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":1.0},"extra":{"model":"r-1"}},{"type":"Text","bbox":{"left":0.073,"top":0.607,"width":0.5019999999999999,"height":0.010999999999999966,"page":3,"original_page":3},"content":"Section
+        3.7: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":1.0},"extra":{"model":"r-1"}},{"type":"Text","bbox":{"left":0.073,"top":0.642,"width":0.5019999999999999,"height":0.01100000000000008,"page":3,"original_page":3},"content":"Section
+        3.8: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":1.0},"extra":{"model":"r-1"}},{"type":"Figure","bbox":{"left":0.174,"top":0.745,"width":0.24500000000000002,"height":0.09299999999999992,"page":3,"original_page":3},"content":"Linear
+        barcode.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":1.0},"extra":{"model":"r-1"}},{"type":"Footer","bbox":{"left":0.073,"top":0.954,"width":0.16599999999999998,"height":0.01000000000000004,"page":3,"original_page":3},"content":"Confidential
+        | Page 3 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":1.0},"extra":{"model":"r-1"}},{"type":"Header","bbox":{"left":0.0,"top":0.0,"width":0.0,"height":0.0,"page":4,"original_page":4},"content":"DRAFT","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":1.0},"extra":{"model":"r-1"}},{"type":"Header","bbox":{"left":0.073,"top":0.018,"width":0.22799999999999998,"height":0.012,"page":4,"original_page":4},"content":"Quarterly
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+        Signature and Watermark</b>","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":1.0},"extra":{"model":"r-1"}},{"type":"Key
+        Value","bbox":{"left":0.07,"top":0.184,"width":0.438,"height":0.08800000000000004,"page":4,"original_page":4},"content":"Approved
+        by: Jordan Lee\n<signature>\nSignature","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":1.0},"extra":{"model":"r-1"}},{"type":"List
+        Item","bbox":{"left":0.071,"top":0.395,"width":0.505,"height":0.011999999999999946,"page":4,"original_page":4},"content":"-
+        Section 4.1: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":1.0},"extra":{"model":"r-1"}},{"type":"List
+        Item","bbox":{"left":0.071,"top":0.43,"width":0.505,"height":0.011000000000000022,"page":4,"original_page":4},"content":"-
+        Section 4.2: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":1.0},"extra":{"model":"r-1"}},{"type":"List
+        Item","bbox":{"left":0.071,"top":0.465,"width":0.505,"height":0.011999999999999946,"page":4,"original_page":4},"content":"-
+        Section 4.3: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":1.0},"extra":{"model":"r-1"}},{"type":"List
+        Item","bbox":{"left":0.071,"top":0.5,"width":0.505,"height":0.012000000000000004,"page":4,"original_page":4},"content":"-
+        Section 4.4: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":1.0},"extra":{"model":"r-1"}},{"type":"List
+        Item","bbox":{"left":0.071,"top":0.536,"width":0.505,"height":0.012000000000000004,"page":4,"original_page":4},"content":"-
+        Section 4.5: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":1.0},"extra":{"model":"r-1"}},{"type":"List
+        Item","bbox":{"left":0.071,"top":0.571,"width":0.505,"height":0.012000000000000004,"page":4,"original_page":4},"content":"-
+        Section 4.6: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":1.0},"extra":{"model":"r-1"}},{"type":"List
+        Item","bbox":{"left":0.071,"top":0.607,"width":0.505,"height":0.010999999999999966,"page":4,"original_page":4},"content":"-
+        Section 4.7: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":1.0},"extra":{"model":"r-1"}},{"type":"List
+        Item","bbox":{"left":0.071,"top":0.642,"width":0.505,"height":0.01100000000000008,"page":4,"original_page":4},"content":"-
+        Section 4.8: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":1.0},"extra":{"model":"r-1"}},{"type":"Footer","bbox":{"left":0.073,"top":0.954,"width":0.16599999999999998,"height":0.01000000000000004,"page":4,"original_page":4},"content":"Confidential
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+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":1.0},"extra":{"model":"r-1"}},{"type":"Title","bbox":{"left":0.073,"top":0.043,"width":0.42999999999999994,"height":0.020000000000000004,"page":5,"original_page":5},"content":"<b>Appendix
+        with Section Boundaries</b>","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":1.0},"extra":{"model":"r-1"}},{"type":"Section
+        Header","bbox":{"left":0.074,"top":0.103,"width":0.09300000000000004,"height":0.01499999999999999,"page":5,"original_page":5},"content":"<b>1.
+        Scope</b>","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":1.0},"extra":{"model":"r-1"}},{"type":"Section
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+        Findings</b>","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":1.0},"extra":{"model":"r-1"}},{"type":"Section
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+        5.1: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":1.0},"extra":{"model":"r-1"}},{"type":"Text","bbox":{"left":0.074,"top":0.43,"width":0.5009999999999999,"height":0.011000000000000022,"page":5,"original_page":5},"content":"Section
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+        5.4: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":1.0},"extra":{"model":"r-1"}},{"type":"Text","bbox":{"left":0.074,"top":0.536,"width":0.5009999999999999,"height":0.01100000000000008,"page":5,"original_page":5},"content":"Section
+        5.5: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":1.0},"extra":{"model":"r-1"}},{"type":"Text","bbox":{"left":0.074,"top":0.571,"width":0.5009999999999999,"height":0.010999999999999966,"page":5,"original_page":5},"content":"Section
+        5.6: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":1.0},"extra":{"model":"r-1"}},{"type":"Text","bbox":{"left":0.074,"top":0.607,"width":0.5009999999999999,"height":0.010999999999999966,"page":5,"original_page":5},"content":"Section
+        5.7: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":1.0},"extra":{"model":"r-1"}},{"type":"Text","bbox":{"left":0.074,"top":0.642,"width":0.5009999999999999,"height":0.01100000000000008,"page":5,"original_page":5},"content":"Section
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 3.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 3.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 3.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
21 0 obj
<<
/Length 1494
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Approval Signature and Watermark) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 4 of 5) Tj T* ET
q
.827451 .827451 .827451 rg
BT /F2 54 Tf 64.8 TL ET
.906308 .422618 -0.422618 .906308 110 390 cm
BT 1 0 0 1 0 0 Tm (DRAFT) Tj T* ET
Q
0 0 0 rg
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 635 Tm (Approved by: Jordan Lee) Tj T* ET
n 45 610 m 310 610 l S
n 55 595 m 75 625 112 602 155 600 c S
BT 1 0 0 1 45 580 Tm (Signature) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 4.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 4.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 4.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 4.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 4.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 4.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 4.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 4.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
22 0 obj
<<
/Length 1327
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Appendix with Section Boundaries) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 5 of 5) Tj T* ET
BT /F2 14 Tf 16.8 TL ET
BT 1 0 0 1 45 700 Tm (1. Scope) Tj T* ET
BT 1 0 0 1 45 650 Tm (2. Findings) Tj T* ET
BT 1 0 0 1 45 600 Tm (3. Recommendations) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 5.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 5.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 5.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 5.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 5.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 5.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 5.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 5.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
xref
0 23
0000000000 65535 f 
0000000061 00000 n 
0000000102 00000 n 
0000000209 00000 n 
0000000321 00000 n 
0000000516 00000 n 
0000006322 00000 n 
0000012824 00000 n 
0000014142 00000 n 
0000014496 00000 n 
0000014664 00000 n 
0000014850 00000 n 
0000015028 00000 n 
0000015256 00000 n 
0000015452 00000 n 
0000015648 00000 n 
0000015718 00000 n 
0000016128 00000 n 
0000016215 00000 n 
0000018552 00000 n 
0000020327 00000 n 
0000022845 00000 n 
0000024391 00000 n 
trailer
<<
/ID 
[<cb011a3ef088e46b638e8b45c01a470f><cb011a3ef088e46b638e8b45c01a470f>]
% ReportLab generated PDF document -- digest (opensource)

/Info 16 0 R
/Root 15 0 R
/Size 23
>>
startxref
25770
%%EOF

+        type: document_url
+      model: reducto/parse-v3
+      settings:
+        model: r-1
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/7cefa9e08179db20d45e255d269e4239015b9b44376ce49c921f8fc057fb9c6a.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/7cefa9e08179db20d45e255d269e4239015b9b44376ce49c921f8fc057fb9c6a.yaml
new file mode 100644
index 00000000000..02bd747a4d3
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/7cefa9e08179db20d45e255d269e4239015b9b44376ce49c921f8fc057fb9c6a.yaml
@@ -0,0 +1,70 @@
+interactions:
+- request:
+    body: "--ba392e7bb7694af286b0acfe46365a0f\r\nContent-Disposition: form-data; name=\"file\";
+      filename=\"document\"\r\nContent-Type: application/pdf\r\n\r\n%PDF-1.4\n1 0
+      obj\n<< /Type /Catalog /Pages 2 0 R >>\nendobj\n2 0 obj\n<< /Type /Pages /Kids
+      [3 0 R] /Count 1 >>\nendobj\n3 0 obj\n<< /Type /Page /Parent 2 0 R /Resources
+      4 0 R /MediaBox [0 0 612 792] /Contents 5 0 R >>\nendobj\n4 0 obj\n<< /Font
+      << /F1 << /Type /Font /Subtype /Type1 /BaseFont /Helvetica >> >> >>\nendobj\n5
+      0 obj\n<< /Length 44 >>\nstream\nBT\n/F1 12 Tf\n100 700 Td\n(Test PDF File)
+      Tj\nET\nendstream\nendobj\nxref\n0 6\n0000000000 65535 f \n0000000009 00000
+      n \n0000000058 00000 n \n0000000115 00000 n \n0000000214 00000 n \n0000000293
+      00000 n \ntrailer\n<< /Size 6 /Root 1 0 R >>\nstartxref\n385\n%%EOF\n\r\n--ba392e7bb7694af286b0acfe46365a0f--\r\n"
+    headers:
+      Accept:
+      - '*/*'
+      Content-Type:
+      - multipart/form-data; boundary=ba392e7bb7694af286b0acfe46365a0f
+      User-Agent:
+      - litellm/1.101.0
+    method: POST
+    uri: http://parity-provider.invalid/upload
+  response:
+    body:
+      string: '{"file_id":"reducto://a6d3c3bb-a6f1-4636-8b3a-ee920b29d387.pdf","presigned_url":null}'
+    headers:
+      Content-Type:
+      - application/json
+      Date:
+      - Tue, 01 Sep 2026 19:54:46 GMT
+    status:
+      code: 200
+      message: ''
+- request:
+    body: '{"input":"reducto://a6d3c3bb-a6f1-4636-8b3a-ee920b29d387.pdf"}'
+    headers:
+      Accept:
+      - '*/*'
+      Content-Type:
+      - application/json
+      User-Agent:
+      - litellm/1.101.0
+    method: POST
+    uri: http://parity-provider.invalid/parse
+  response:
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+        Operations Report\n\n# Invoice Summary and Line Items\n\n| Item                  |
+        Quantity   | Amount   |\n|-|-|-|\n| Document analysis     | 2          | 120.00   |\n|
+        Document verification | 1          | 80.00    |\n\n| Item continued     |
+        Quantity   | Amount   |\n|-|-|-|\n| Fixture validation | 3          | 45.00    |\n|
+        Provider review    | 1          | 25.00    |\n\nSection 1.1: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.2: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.3: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.4: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.5: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.6: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.7: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.8: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nConfidential | Page 1 of 5\n\nQuarterly
+        Operations Report\n\n# Revenue Chart and Formula Review\n\nQuarterly revenue
+        bar chart with four blue bars labeled Q1 through Q4. Q1 is the lowest, Q2
+        is higher, Q3 is lower than Q2, and Q4 is the tallest bar; no numeric y-axis
+        or units are shown.\n\nBlue geometric line drawing on a square grid, with
+        a central square and diagonal lines extending to the grid corners.\n\n\n\nFormula:
+        gross margin = (revenue - cost) / revenue\n\n\n\nSection 2.1: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.2: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.3: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.4: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.5: Invoice totals, regional revenue, and reconciliation
+        notes. Section 2.6: Invoice totals, regional revenue, and reconciliation notes.
+        Section 2.7: Invoice totals, regional revenue, and reconciliation notes. Section
+        2.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 2 of 5\n\nQuarterly Operations Report\n\n# Key Values, Link, Highlight,
+        and Comment\n\nInvoice Number: INV-2048\n\nPurchase Order: PO-4096\n\n## https://example.com/invoices/INV-2048\nHighlighted
+        total requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\n\n\n## Revised total. 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nLinear barcode.\n\nConfidential | Page
+        3 of 5\n\nQuarterly Operations Report\n\n# Approval Signature and Watermark\n\nApproved
+        by: Jordan Lee\nSignature: <signature>\n\nSection 4.1: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.2: Invoice totals, regional revenue,
+        and reconciliation notes. DRAFT Section 4.3: Invoice totals, regional revenue,
+        and reconciliation notes. Section 4.4: Invoice totals, regional revenue, and
+        reconciliation notes. Section 4.5: Invoice totals, regional revenue, and reconciliation
+        notes. Section 4.6: Invoice totals, regional revenue, and reconciliation notes.
+        Section 4.7: Invoice totals, regional revenue, and reconciliation notes. Section
+        4.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 4 of 5\n\nQuarterly Operations Report\n\n# Appendix with Section Boundaries\n\n##
+        1. Scope\n\n## 2. Findings\n\n## 3. Recommendations\n\nSection 5.1: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.2: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.3: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.4: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.5: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.6: Invoice totals, regional revenue, and reconciliation
+        notes. Section 5.7: Invoice totals, regional revenue, and reconciliation notes.
+        Section 5.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 5 of 5","embed":"Quarterly Operations Report\n\n# Invoice Summary and
+        Line Items\n\n| Item                  | Quantity   | Amount   |\n|-|-|-|\n|
+        Document analysis     | 2          | 120.00   |\n| Document verification |
+        1          | 80.00    |\n\n| Item continued     | Quantity   | Amount   |\n|-|-|-|\n|
+        Fixture validation | 3          | 45.00    |\n| Provider review    | 1          |
+        25.00    |\n\nSection 1.1: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.2: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.3: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.4: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.5: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.6: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.7: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 1 of 5\n\nQuarterly Operations Report\n\n# Revenue
+        Chart and Formula Review\n\nQuarterly revenue bar chart with four blue bars
+        labeled Q1 through Q4. Q1 is the lowest, Q2 is higher, Q3 is lower than Q2,
+        and Q4 is the tallest bar; no numeric y-axis or units are shown.\n\nBlue geometric
+        line drawing on a square grid, with a central square and diagonal lines extending
+        to the grid corners.\n\n\n\nFormula: gross margin = (revenue - cost) / revenue\n\n\n\nSection
+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 2 of 5\n\nQuarterly Operations Report\n\n# Key
+        Values, Link, Highlight, and Comment\n\nInvoice Number: INV-2048\n\nPurchase
+        Order: PO-4096\n\n## https://example.com/invoices/INV-2048\nHighlighted total
+        requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\n\n\n## Revised total. 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nLinear barcode.\n\nConfidential | Page
+        3 of 5\n\nQuarterly Operations Report\n\n# Approval Signature and Watermark\n\nApproved
+        by: Jordan Lee\nSignature: <signature>\n\nSection 4.1: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.2: Invoice totals, regional revenue,
+        and reconciliation notes. DRAFT Section 4.3: Invoice totals, regional revenue,
+        and reconciliation notes. Section 4.4: Invoice totals, regional revenue, and
+        reconciliation notes. Section 4.5: Invoice totals, regional revenue, and reconciliation
+        notes. Section 4.6: Invoice totals, regional revenue, and reconciliation notes.
+        Section 4.7: Invoice totals, regional revenue, and reconciliation notes. Section
+        4.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 4 of 5\n\nQuarterly Operations Report\n\n# Appendix with Section Boundaries\n\n##
+        1. Scope\n\n## 2. Findings\n\n## 3. Recommendations\n\nSection 5.1: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.2: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.3: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.4: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.5: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.6: Invoice totals, regional revenue, and reconciliation
+        notes. Section 5.7: Invoice totals, regional revenue, and reconciliation notes.
+        Section 5.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 5 of 5","enriched":null,"enrichment_success":false,"blocks":[{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.018308080808080808,"width":0.22712418300653595,"height":0.011994949494949494,"page":1,"original_page":1},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.908977261185646},"extra":null},{"type":"Title","bbox":{"left":0.07352941176470588,"top":0.037247474747474744,"width":0.40604575163398693,"height":0.027777777777777776,"page":1,"original_page":1},"content":"Invoice
+        Summary and Line Items","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9120991796255111},"extra":null},{"type":"Table","bbox":{"left":0.0718954248366013,"top":0.07702020202020202,"width":0.8504901960784313,"height":0.13320707070707072,"page":1,"original_page":1},"content":"|
+        Item                  | Quantity   | Amount   |\n|-|-|-|\n| Document analysis     |
+        2          | 120.00   |\n| Document verification | 1          | 80.00    |","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9576186398665111},"extra":null},{"type":"Table","bbox":{"left":0.0727124183006536,"top":0.24116161616161616,"width":0.8488562091503268,"height":0.13320707070707072,"page":1,"original_page":1},"content":"|
+        Item continued     | Quantity   | Amount   |\n|-|-|-|\n| Fixture validation
+        | 3          | 45.00    |\n| Provider review    | 1          | 25.00    |","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9573022246360778},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.1: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7204042226076126},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4255050505050505,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.2: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6971822381019592},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.46085858585858586,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.3: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6927557319402695},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4962121212121212,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.4: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6769042581319809},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5315656565656566,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.5: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.683884510397911},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5669191919191919,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.6: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7034911513328552},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6022727272727273,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.7: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6940211951732635},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6376262626262627,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.8: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6971822381019592},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":1,"original_page":1},"content":"Confidential
+        | Page 1 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9209042668342591},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.017676767676767676,"width":0.22712418300653595,"height":0.012626262626262626,"page":2,"original_page":2},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9090005308389664},"extra":null},{"type":"Title","bbox":{"left":0.07352941176470588,"top":0.037247474747474744,"width":0.4452614379084967,"height":0.027777777777777776,"page":2,"original_page":2},"content":"Revenue
+        Chart and Formula Review","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8688214063644409},"extra":null},{"type":"Figure","bbox":{"left":0.10457516339869281,"top":0.07386363636363637,"width":0.6070261437908496,"height":0.1849747474747475,"page":2,"original_page":2},"content":"Quarterly
+        revenue bar chart with four blue bars labeled Q1 through Q4. Q1 is the lowest,
+        Q2 is higher, Q3 is lower than Q2, and Q4 is the tallest bar; no numeric y-axis
+        or units are shown.","image_url":null,"chart_data":null,"confidence":"low","granular_confidence":{"extract_confidence":null,"parse_confidence":0.4104905590415001},"extra":null},{"type":"Figure","bbox":{"left":0.741607666015625,"top":0.0819091796875,"width":0.11834716796875,"height":0.092529296875,"page":2,"original_page":2},"content":"Blue
+        geometric line drawing on a square grid, with a central square and diagonal
+        lines extending to the grid corners.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.303449621796608},"extra":null},{"type":"Figure","bbox":{"left":0.741546630859375,"top":0.20660400390625,"width":0.11749267578125,"height":0.0811767578125,"page":2,"original_page":2},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.28771371841430665},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.29292929292929293,"width":0.33169934640522875,"height":0.015782828282828284,"page":2,"original_page":2},"content":"Formula:
+        gross margin = (revenue - cost) / revenue","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9167426466941834},"extra":null},{"type":"Figure","bbox":{"left":0.7423095703125,"top":0.309906005859375,"width":0.076904296875,"height":0.06085205078125,"page":2,"original_page":2},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.3421227872371674},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.26452020202020204,"page":2,"original_page":2},"content":"Section
+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
+        notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6421052008867263},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":2,"original_page":2},"content":"Confidential
+        | Page 2 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9227842718362809},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.017676767676767676,"width":0.22712418300653595,"height":0.012626262626262626,"page":3,"original_page":3},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.805020660161972},"extra":null},{"type":"Title","bbox":{"left":0.07352941176470588,"top":0.037247474747474744,"width":0.5236928104575164,"height":0.027777777777777776,"page":3,"original_page":3},"content":"Key
+        Values, Link, Highlight, and Comment","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.907549238204956},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.09974747474747475,"width":0.23039215686274508,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Invoice
+        Number: INV-2048","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7455861002206803},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.13131313131313133,"width":0.22712418300653595,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Purchase
+        Order: PO-4096","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7557907789945602},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.26073232323232326,"width":0.3382352941176471,"height":0.03535353535353535,"page":3,"original_page":3},"content":"https://example.com/invoices/INV-2048\nHighlighted
+        total requiring review","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6238544598221779},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.3143939393939394,"width":0.5424836601307189,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Reviewer
+        comment: verify the highlighted total before approval","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6458791196346283},"extra":null},{"type":"Figure","bbox":{"left":0.848846435546875,"top":0.3119659423828125,"width":0.03472900390625,"height":0.025482177734375,"page":3,"original_page":3},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.35475045442581177},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.36426767676767674,"width":0.1830065359477124,"height":0.010732323232323232,"page":3,"original_page":3},"content":"Revised
+        total. 245.00","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7559733480215072},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.1: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7197816997766495},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4255050505050505,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.2: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7241321921348571},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.46085858585858586,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.3: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7395129382610321},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4962121212121212,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.4: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7290821939706802},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5315656565656566,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.5: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7154147416353225},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5669191919191919,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.6: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7340064704418182},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6022727272727273,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.7: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7154147416353225},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6376262626262627,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.8: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7204042226076126},"extra":null},{"type":"Figure","bbox":{"left":0.1739501953125,"top":0.74609375,"width":0.244873046875,"height":0.091796875,"page":3,"original_page":3},"content":"Linear
+        barcode.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6302859634160995},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":3,"original_page":3},"content":"Confidential
+        | Page 3 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9031270325183869},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.018308080808080808,"width":0.22712418300653595,"height":0.011994949494949494,"page":4,"original_page":4},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8802960753440857},"extra":null},{"type":"Title","bbox":{"left":0.0718954248366013,"top":0.0422979797979798,"width":0.4387254901960784,"height":0.020833333333333332,"page":4,"original_page":4},"content":"Approval
+        Signature and Watermark","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9190816521644593},"extra":null},{"type":"Key
+        Value","bbox":{"left":0.07026143790849673,"top":0.18181818181818182,"width":0.43790849673202614,"height":0.09090909090909091,"page":4,"original_page":4},"content":"Approved
+        by: Jordan Lee\nSignature: <signature>","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8993409156799317},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.3434343434343434,"width":0.5016339869281046,"height":0.31123737373737376,"page":4,"original_page":4},"content":"Section
+        4.1: Invoice totals, regional revenue, and reconciliation notes. Section 4.2:
+        Invoice totals, regional revenue, and reconciliation notes. DRAFT Section
+        4.3: Invoice totals, regional revenue, and reconciliation notes. Section 4.4:
+        Invoice totals, regional revenue, and reconciliation notes. Section 4.5: Invoice
+        totals, regional revenue, and reconciliation notes. Section 4.6: Invoice totals,
+        regional revenue, and reconciliation notes. Section 4.7: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.8: Invoice totals, regional revenue,
+        and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7228909820318221},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":4,"original_page":4},"content":"Confidential
+        | Page 4 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9192615240812302},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.018308080808080808,"width":0.22712418300653595,"height":0.011994949494949494,"page":5,"original_page":5},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9078197360038758},"extra":null},{"type":"Title","bbox":{"left":0.0727124183006536,"top":0.0422979797979798,"width":0.4305555555555556,"height":0.019570707070707072,"page":5,"original_page":5},"content":"Appendix
+        with Section Boundaries","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9206764549016953},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.09722222222222222,"width":0.09395424836601307,"height":0.023989898989898988,"page":5,"original_page":5},"content":"1.
+        Scope","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8958270728588105},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.0718954248366013,"top":0.16666666666666666,"width":0.12091503267973856,"height":0.015151515151515152,"page":5,"original_page":5},"content":"2.
+        Findings","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9091683983802795},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.2297979797979798,"width":0.22875816993464052,"height":0.012626262626262626,"page":5,"original_page":5},"content":"3.
+        Recommendations","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9221650391817092},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.26452020202020204,"page":5,"original_page":5},"content":"Section
+        5.1: Invoice totals, regional revenue, and reconciliation notes. Section 5.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 5.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.8: Invoice totals, regional revenue, and reconciliation
+        notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7166640102863311},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":5,"original_page":5},"content":"Confidential
+        | Page 5 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9235781162977219},"extra":null}]}],"ocr":null,"custom":null},"parse_mode":null,"document_properties":null}'
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and 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+        type: document_url
+      formatting:
+        merge_tables: false
+      model: reducto/parse-v3
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/8a88841b3d8460a68e99848978bf24ba085661dc341cb361bf9e7fad4b0ef973.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/8a88841b3d8460a68e99848978bf24ba085661dc341cb361bf9e7fad4b0ef973.yaml
new file mode 100644
index 00000000000..bd8b548395d
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/8a88841b3d8460a68e99848978bf24ba085661dc341cb361bf9e7fad4b0ef973.yaml
@@ -0,0 +1,721 @@
+interactions:
+- request:
+    body: !!binary |
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+        Operations Report\n\n# Invoice Summary and Line Items\n\n| Item                  |
+        Quantity   | Amount   |\n|-|-|-|\n| Document analysis     | 2          | 120.00   |\n|
+        Document verification | 1          | 80.00    |\n\n| Item continued     |
+        Quantity   | Amount   |\n|-|-|-|\n| Fixture validation | 3          | 45.00    |\n|
+        Provider review    | 1          | 25.00    |\n\nSection 1.1: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.2: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.3: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.4: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.5: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.6: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.7: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.8: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nConfidential | Page 1 of 5\n\nQuarterly
+        Operations Report\n\n# Revenue Chart and Formula Review\n\nQuarterly revenue
+        bar chart with four blue bars labeled Q1, Q2, Q3, and Q4. Q1 is the lowest,
+        Q2 is higher, Q3 is lower than Q2, and Q4 is the tallest bar.\n\nBlue geometric
+        line drawing on a square grid, with a central square and diagonal lines extending
+        to the grid corners.\n\n\n\nFormula: gross margin = (revenue - cost) / revenue\n\n\n\nSection
+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 2 of 5\n\nQuarterly Operations Report\n\n# Key
+        Values, Link, Highlight, and Comment\n\nInvoice Number: INV-2048\n\nPurchase
+        Order: PO-4096\n\n## https://example.com/invoices/INV-2048\nHighlighted total
+        requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\n\n\n## Revised total. 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nLinear barcode.\n\nConfidential | Page
+        3 of 5\n\nQuarterly Operations Report\n\n# Approval Signature and Watermark\n\nApproved
+        by: Jordan Lee\nSignature: <signature>\n\nSection 4.1: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.2: Invoice totals, regional revenue,
+        and reconciliation notes. DRAFT Section 4.3: Invoice totals, regional revenue,
+        and reconciliation notes. Section 4.4: Invoice totals, regional revenue, and
+        reconciliation notes. Section 4.5: Invoice totals, regional revenue, and reconciliation
+        notes. Section 4.6: Invoice totals, regional revenue, and reconciliation notes.
+        Section 4.7: Invoice totals, regional revenue, and reconciliation notes. Section
+        4.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 4 of 5\n\nQuarterly Operations Report\n\n# Appendix with Section Boundaries\n\n##
+        1. Scope\n\n## 2. Findings\n\n## 3. Recommendations\n\nSection 5.1: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.2: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.3: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.4: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.5: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.6: Invoice totals, regional revenue, and reconciliation
+        notes. Section 5.7: Invoice totals, regional revenue, and reconciliation notes.
+        Section 5.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 5 of 5","embed":"Quarterly Operations Report\n\n# Invoice Summary and
+        Line Items\n\n| Item                  | Quantity   | Amount   |\n|-|-|-|\n|
+        Document analysis     | 2          | 120.00   |\n| Document verification |
+        1          | 80.00    |\n\n| Item continued     | Quantity   | Amount   |\n|-|-|-|\n|
+        Fixture validation | 3          | 45.00    |\n| Provider review    | 1          |
+        25.00    |\n\nSection 1.1: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.2: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.3: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.4: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.5: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.6: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.7: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 1 of 5\n\nQuarterly Operations Report\n\n# Revenue
+        Chart and Formula Review\n\nQuarterly revenue bar chart with four blue bars
+        labeled Q1, Q2, Q3, and Q4. Q1 is the lowest, Q2 is higher, Q3 is lower than
+        Q2, and Q4 is the tallest bar.\n\nBlue geometric line drawing on a square
+        grid, with a central square and diagonal lines extending to the grid corners.\n\n\n\nFormula:
+        gross margin = (revenue - cost) / revenue\n\n\n\nSection 2.1: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.2: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.3: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.4: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.5: Invoice totals, regional revenue, and reconciliation
+        notes. Section 2.6: Invoice totals, regional revenue, and reconciliation notes.
+        Section 2.7: Invoice totals, regional revenue, and reconciliation notes. Section
+        2.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 2 of 5\n\nQuarterly Operations Report\n\n# Key Values, Link, Highlight,
+        and Comment\n\nInvoice Number: INV-2048\n\nPurchase Order: PO-4096\n\n## https://example.com/invoices/INV-2048\nHighlighted
+        total requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\n\n\n## Revised total. 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nLinear barcode.\n\nConfidential | Page
+        3 of 5\n\nQuarterly Operations Report\n\n# Approval Signature and Watermark\n\nApproved
+        by: Jordan Lee\nSignature: <signature>\n\nSection 4.1: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.2: Invoice totals, regional revenue,
+        and reconciliation notes. DRAFT Section 4.3: Invoice totals, regional revenue,
+        and reconciliation notes. Section 4.4: Invoice totals, regional revenue, and
+        reconciliation notes. Section 4.5: Invoice totals, regional revenue, and reconciliation
+        notes. Section 4.6: Invoice totals, regional revenue, and reconciliation notes.
+        Section 4.7: Invoice totals, regional revenue, and reconciliation notes. Section
+        4.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 4 of 5\n\nQuarterly Operations Report\n\n# Appendix with Section Boundaries\n\n##
+        1. Scope\n\n## 2. Findings\n\n## 3. Recommendations\n\nSection 5.1: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.2: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.3: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.4: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.5: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.6: Invoice totals, regional revenue, and reconciliation
+        notes. Section 5.7: Invoice totals, regional revenue, and reconciliation notes.
+        Section 5.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 5 of 5","enriched":null,"enrichment_success":false,"blocks":[{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.018308080808080808,"width":0.22712418300653595,"height":0.011994949494949494,"page":1,"original_page":1},"content":"Quarterly
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+        Item                  | Quantity   | Amount   |\n|-|-|-|\n| Document analysis     |
+        2          | 120.00   |\n| Document verification | 1          | 80.00    |","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9576186398665111},"extra":null},{"type":"Table","bbox":{"left":0.0727124183006536,"top":0.24116161616161616,"width":0.8488562091503268,"height":0.13320707070707072,"page":1,"original_page":1},"content":"|
+        Item continued     | Quantity   | Amount   |\n|-|-|-|\n| Fixture validation
+        | 3          | 45.00    |\n| Provider review    | 1          | 25.00    |","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9573022246360778},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.1: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7204042226076126},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4255050505050505,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.2: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6971822381019592},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.46085858585858586,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.3: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6927557319402695},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4962121212121212,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.4: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6769042581319809},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5315656565656566,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.5: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.683884510397911},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5669191919191919,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
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+        1.7: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6940211951732635},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6376262626262627,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.8: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6971822381019592},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":1,"original_page":1},"content":"Confidential
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+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9090005308389664},"extra":null},{"type":"Title","bbox":{"left":0.07352941176470588,"top":0.037247474747474744,"width":0.4452614379084967,"height":0.027777777777777776,"page":2,"original_page":2},"content":"Revenue
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+        revenue bar chart with four blue bars labeled Q1, Q2, Q3, and Q4. Q1 is the
+        lowest, Q2 is higher, Q3 is lower than Q2, and Q4 is the tallest bar.","image_url":null,"chart_data":null,"confidence":"low","granular_confidence":{"extract_confidence":null,"parse_confidence":0.4104905590415001},"extra":null},{"type":"Figure","bbox":{"left":0.741607666015625,"top":0.0819091796875,"width":0.11834716796875,"height":0.092529296875,"page":2,"original_page":2},"content":"Blue
+        geometric line drawing on a square grid, with a central square and diagonal
+        lines extending to the grid corners.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.303449621796608},"extra":null},{"type":"Figure","bbox":{"left":0.741546630859375,"top":0.20660400390625,"width":0.11749267578125,"height":0.0811767578125,"page":2,"original_page":2},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.28771371841430665},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.29292929292929293,"width":0.33169934640522875,"height":0.015782828282828284,"page":2,"original_page":2},"content":"Formula:
+        gross margin = (revenue - cost) / revenue","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9167426466941834},"extra":null},{"type":"Figure","bbox":{"left":0.7423095703125,"top":0.309906005859375,"width":0.076904296875,"height":0.06085205078125,"page":2,"original_page":2},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.3421227872371674},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.26452020202020204,"page":2,"original_page":2},"content":"Section
+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
+        notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6421052008867263},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":2,"original_page":2},"content":"Confidential
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+        Values, Link, Highlight, and Comment","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.907549238204956},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.09974747474747475,"width":0.23039215686274508,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Invoice
+        Number: INV-2048","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7455861002206803},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.13131313131313133,"width":0.22712418300653595,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Purchase
+        Order: PO-4096","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7557907789945602},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.26073232323232326,"width":0.3382352941176471,"height":0.03535353535353535,"page":3,"original_page":3},"content":"https://example.com/invoices/INV-2048\nHighlighted
+        total requiring review","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6239689275622368},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.3143939393939394,"width":0.5424836601307189,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Reviewer
+        comment: verify the highlighted total before approval","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6458791196346283},"extra":null},{"type":"Figure","bbox":{"left":0.848846435546875,"top":0.3119659423828125,"width":0.03472900390625,"height":0.025482177734375,"page":3,"original_page":3},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.35475045442581177},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.36426767676767674,"width":0.1830065359477124,"height":0.010732323232323232,"page":3,"original_page":3},"content":"Revised
+        total. 245.00","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7559733271598816},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.1: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7197816997766495},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4255050505050505,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.2: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7241321921348571},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.46085858585858586,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.3: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7395129382610321},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4962121212121212,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.4: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7290821939706802},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5315656565656566,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.5: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7154147416353225},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5669191919191919,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
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+        3.7: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7154147416353225},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6376262626262627,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.8: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7204042226076126},"extra":null},{"type":"Figure","bbox":{"left":0.1739501953125,"top":0.74609375,"width":0.244873046875,"height":0.091796875,"page":3,"original_page":3},"content":"Linear
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+        | Page 3 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9031270325183869},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.018308080808080808,"width":0.22712418300653595,"height":0.011994949494949494,"page":4,"original_page":4},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8802960753440857},"extra":null},{"type":"Title","bbox":{"left":0.0718954248366013,"top":0.0422979797979798,"width":0.4387254901960784,"height":0.020833333333333332,"page":4,"original_page":4},"content":"Approval
+        Signature and Watermark","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9189441114664079},"extra":null},{"type":"Key
+        Value","bbox":{"left":0.07026143790849673,"top":0.18181818181818182,"width":0.43790849673202614,"height":0.09090909090909091,"page":4,"original_page":4},"content":"Approved
+        by: Jordan Lee\nSignature: <signature>","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8993409156799317},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.3434343434343434,"width":0.5016339869281046,"height":0.31123737373737376,"page":4,"original_page":4},"content":"Section
+        4.1: Invoice totals, regional revenue, and reconciliation notes. Section 4.2:
+        Invoice totals, regional revenue, and reconciliation notes. DRAFT Section
+        4.3: Invoice totals, regional revenue, and reconciliation notes. Section 4.4:
+        Invoice totals, regional revenue, and reconciliation notes. Section 4.5: Invoice
+        totals, regional revenue, and reconciliation notes. Section 4.6: Invoice totals,
+        regional revenue, and reconciliation notes. Section 4.7: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.8: Invoice totals, regional revenue,
+        and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7228909820318221},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":4,"original_page":4},"content":"Confidential
+        | Page 4 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9192615240812302},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.018308080808080808,"width":0.22712418300653595,"height":0.011994949494949494,"page":5,"original_page":5},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9078197360038758},"extra":null},{"type":"Title","bbox":{"left":0.0727124183006536,"top":0.0422979797979798,"width":0.4305555555555556,"height":0.019570707070707072,"page":5,"original_page":5},"content":"Appendix
+        with Section Boundaries","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9206647515296936},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.09722222222222222,"width":0.09395424836601307,"height":0.023989898989898988,"page":5,"original_page":5},"content":"1.
+        Scope","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8958270728588105},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.0718954248366013,"top":0.16666666666666666,"width":0.12091503267973856,"height":0.015151515151515152,"page":5,"original_page":5},"content":"2.
+        Findings","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9091800391674041},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.2297979797979798,"width":0.22875816993464052,"height":0.012626262626262626,"page":5,"original_page":5},"content":"3.
+        Recommendations","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9221650391817092},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.26452020202020204,"page":5,"original_page":5},"content":"Section
+        5.1: Invoice totals, regional revenue, and reconciliation notes. Section 5.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 5.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.8: Invoice totals, regional revenue, and reconciliation
+        notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7166640102863311},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":5,"original_page":5},"content":"Confidential
+        | Page 5 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9235781162977219},"extra":null}]}],"ocr":null,"custom":null},"parse_mode":null,"document_properties":null}'
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+      - Wed, 02 Sep 2026 22:37:07 GMT
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+recorded_at: '2026-09-02T22:37:07.611052+00:00'
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and 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+        type: document_url
+      model: reducto/parse-v3
+      settings:
+        embed_pdf_metadata: true
+        embed_pdf_metadata_dpi: 250
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/900be6ec1d8fb826873c5c183bfd25e7fcad2559fe7646a7464e1601553b60af.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/900be6ec1d8fb826873c5c183bfd25e7fcad2559fe7646a7464e1601553b60af.yaml
new file mode 100644
index 00000000000..d0b939ba2d8
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/900be6ec1d8fb826873c5c183bfd25e7fcad2559fe7646a7464e1601553b60af.yaml
@@ -0,0 +1,720 @@
+interactions:
+- request:
+    body: !!binary |
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+        Operations Report\n\n# Invoice Summary and Line Items\n\n| Item                  |
+        Quantity   | Amount   |\n|-|-|-|\n| Document analysis     | 2          | 120.00   |\n|
+        Document verification | 1          | 80.00    |\n\n| Item continued     |
+        Quantity   | Amount   |\n|-|-|-|\n| Fixture validation | 3          | 45.00    |\n|
+        Provider review    | 1          | 25.00    |\n\nSection 1.1: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.2: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.3: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.4: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.5: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.6: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.7: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.8: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nConfidential | Page 1 of 5\n\nQuarterly
+        Operations Report\n\n# Revenue Chart and Formula Review\n\nQuarterly revenue
+        bar chart with four blue bars labeled Q1, Q2, Q3, and Q4. Q1 is the lowest,
+        Q2 is higher, Q3 is lower than Q2, and Q4 is the tallest bar.\n\nBlue geometric
+        line drawing on a square grid, with a central square and diagonal lines extending
+        to the grid corners.\n\n\n\nFormula: gross margin = (revenue - cost) / revenue\n\n\n\nSection
+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 2 of 5\n\nQuarterly Operations Report\n\n# Key
+        Values, Link, Highlight, and Comment\n\nInvoice Number: INV-2048\n\nPurchase
+        Order: PO-4096\n\n## https://example.com/invoices/INV-2048\nHighlighted total
+        requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\n\n\n## Revised total. 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nLinear barcode.\n\nConfidential | Page
+        3 of 5\n\nQuarterly Operations Report\n\n# Approval Signature and Watermark\n\nApproved
+        by: Jordan Lee\nSignature: <signature>\n\nSection 4.1: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.2: Invoice totals, regional revenue,
+        and reconciliation notes. DRAFT Section 4.3: Invoice totals, regional revenue,
+        and reconciliation notes. Section 4.4: Invoice totals, regional revenue, and
+        reconciliation notes. Section 4.5: Invoice totals, regional revenue, and reconciliation
+        notes. Section 4.6: Invoice totals, regional revenue, and reconciliation notes.
+        Section 4.7: Invoice totals, regional revenue, and reconciliation notes. Section
+        4.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 4 of 5\n\nQuarterly Operations Report\n\n# Appendix with Section Boundaries\n\n##
+        1. Scope\n\n## 2. Findings\n\n## 3. Recommendations\n\nSection 5.1: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.2: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.3: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.4: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.5: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.6: Invoice totals, regional revenue, and reconciliation
+        notes. Section 5.7: Invoice totals, regional revenue, and reconciliation notes.
+        Section 5.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 5 of 5","embed":"Quarterly Operations Report\n\n# Invoice Summary and
+        Line Items\n\n| Item                  | Quantity   | Amount   |\n|-|-|-|\n|
+        Document analysis     | 2          | 120.00   |\n| Document verification |
+        1          | 80.00    |\n\n| Item continued     | Quantity   | Amount   |\n|-|-|-|\n|
+        Fixture validation | 3          | 45.00    |\n| Provider review    | 1          |
+        25.00    |\n\nSection 1.1: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.2: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.3: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.4: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.5: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.6: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.7: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 1 of 5\n\nQuarterly Operations Report\n\n# Revenue
+        Chart and Formula Review\n\nQuarterly revenue bar chart with four blue bars
+        labeled Q1, Q2, Q3, and Q4. Q1 is the lowest, Q2 is higher, Q3 is lower than
+        Q2, and Q4 is the tallest bar.\n\nBlue geometric line drawing on a square
+        grid, with a central square and diagonal lines extending to the grid corners.\n\n\n\nFormula:
+        gross margin = (revenue - cost) / revenue\n\n\n\nSection 2.1: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.2: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.3: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.4: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.5: Invoice totals, regional revenue, and reconciliation
+        notes. Section 2.6: Invoice totals, regional revenue, and reconciliation notes.
+        Section 2.7: Invoice totals, regional revenue, and reconciliation notes. Section
+        2.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 2 of 5\n\nQuarterly Operations Report\n\n# Key Values, Link, Highlight,
+        and Comment\n\nInvoice Number: INV-2048\n\nPurchase Order: PO-4096\n\n## https://example.com/invoices/INV-2048\nHighlighted
+        total requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\n\n\n## Revised total. 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nLinear barcode.\n\nConfidential | Page
+        3 of 5\n\nQuarterly Operations Report\n\n# Approval Signature and Watermark\n\nApproved
+        by: Jordan Lee\nSignature: <signature>\n\nSection 4.1: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.2: Invoice totals, regional revenue,
+        and reconciliation notes. DRAFT Section 4.3: Invoice totals, regional revenue,
+        and reconciliation notes. Section 4.4: Invoice totals, regional revenue, and
+        reconciliation notes. Section 4.5: Invoice totals, regional revenue, and reconciliation
+        notes. Section 4.6: Invoice totals, regional revenue, and reconciliation notes.
+        Section 4.7: Invoice totals, regional revenue, and reconciliation notes. Section
+        4.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 4 of 5\n\nQuarterly Operations Report\n\n# Appendix with Section Boundaries\n\n##
+        1. Scope\n\n## 2. Findings\n\n## 3. Recommendations\n\nSection 5.1: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.2: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.3: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.4: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.5: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.6: Invoice totals, regional revenue, and reconciliation
+        notes. Section 5.7: Invoice totals, regional revenue, and reconciliation notes.
+        Section 5.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
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+        Item                  | Quantity   | Amount   |\n|-|-|-|\n| Document analysis     |
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+        Item continued     | Quantity   | Amount   |\n|-|-|-|\n| Fixture validation
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+        1.1: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7204042226076126},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4255050505050505,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.2: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6971822381019592},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.46085858585858586,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.3: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6927557319402695},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4962121212121212,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.4: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6769042581319809},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5315656565656566,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.5: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.683884510397911},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5669191919191919,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
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+        1.8: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6971822381019592},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":1,"original_page":1},"content":"Confidential
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+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9090005308389664},"extra":null},{"type":"Title","bbox":{"left":0.07352941176470588,"top":0.037247474747474744,"width":0.4452614379084967,"height":0.027777777777777776,"page":2,"original_page":2},"content":"Revenue
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+        revenue bar chart with four blue bars labeled Q1, Q2, Q3, and Q4. Q1 is the
+        lowest, Q2 is higher, Q3 is lower than Q2, and Q4 is the tallest bar.","image_url":null,"chart_data":null,"confidence":"low","granular_confidence":{"extract_confidence":null,"parse_confidence":0.4104905590415001},"extra":null},{"type":"Figure","bbox":{"left":0.741607666015625,"top":0.0819091796875,"width":0.11834716796875,"height":0.092529296875,"page":2,"original_page":2},"content":"Blue
+        geometric line drawing on a square grid, with a central square and diagonal
+        lines extending to the grid corners.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.303449621796608},"extra":null},{"type":"Figure","bbox":{"left":0.741546630859375,"top":0.20660400390625,"width":0.11749267578125,"height":0.0811767578125,"page":2,"original_page":2},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.28771371841430665},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.29292929292929293,"width":0.33169934640522875,"height":0.015782828282828284,"page":2,"original_page":2},"content":"Formula:
+        gross margin = (revenue - cost) / revenue","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9167426466941834},"extra":null},{"type":"Figure","bbox":{"left":0.7423095703125,"top":0.309906005859375,"width":0.076904296875,"height":0.06085205078125,"page":2,"original_page":2},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.3421227872371674},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.26452020202020204,"page":2,"original_page":2},"content":"Section
+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
+        notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6421052008867263},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":2,"original_page":2},"content":"Confidential
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+        Values, Link, Highlight, and Comment","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.907549238204956},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.09974747474747475,"width":0.23039215686274508,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Invoice
+        Number: INV-2048","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7455861002206803},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.13131313131313133,"width":0.22712418300653595,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Purchase
+        Order: PO-4096","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7557907789945602},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.26073232323232326,"width":0.3382352941176471,"height":0.03535353535353535,"page":3,"original_page":3},"content":"https://example.com/invoices/INV-2048\nHighlighted
+        total requiring review","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6239689275622368},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.3143939393939394,"width":0.5424836601307189,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Reviewer
+        comment: verify the highlighted total before approval","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6458791196346283},"extra":null},{"type":"Figure","bbox":{"left":0.848846435546875,"top":0.3119659423828125,"width":0.03472900390625,"height":0.025482177734375,"page":3,"original_page":3},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.35475045442581177},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.36426767676767674,"width":0.1830065359477124,"height":0.010732323232323232,"page":3,"original_page":3},"content":"Revised
+        total. 245.00","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7559733271598816},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.1: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7197816997766495},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4255050505050505,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.2: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7241321921348571},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.46085858585858586,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.3: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7395129382610321},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4962121212121212,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.4: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7290821939706802},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5315656565656566,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.5: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7154147416353225},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5669191919191919,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
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+        3.7: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7154147416353225},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6376262626262627,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.8: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7204042226076126},"extra":null},{"type":"Figure","bbox":{"left":0.1739501953125,"top":0.74609375,"width":0.244873046875,"height":0.091796875,"page":3,"original_page":3},"content":"Linear
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+        | Page 3 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9031270325183869},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.018308080808080808,"width":0.22712418300653595,"height":0.011994949494949494,"page":4,"original_page":4},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8802960753440857},"extra":null},{"type":"Title","bbox":{"left":0.0718954248366013,"top":0.0422979797979798,"width":0.4387254901960784,"height":0.020833333333333332,"page":4,"original_page":4},"content":"Approval
+        Signature and Watermark","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9190816521644593},"extra":null},{"type":"Key
+        Value","bbox":{"left":0.07026143790849673,"top":0.18181818181818182,"width":0.43790849673202614,"height":0.09090909090909091,"page":4,"original_page":4},"content":"Approved
+        by: Jordan Lee\nSignature: <signature>","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8993409156799317},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.3434343434343434,"width":0.5016339869281046,"height":0.31123737373737376,"page":4,"original_page":4},"content":"Section
+        4.1: Invoice totals, regional revenue, and reconciliation notes. Section 4.2:
+        Invoice totals, regional revenue, and reconciliation notes. DRAFT Section
+        4.3: Invoice totals, regional revenue, and reconciliation notes. Section 4.4:
+        Invoice totals, regional revenue, and reconciliation notes. Section 4.5: Invoice
+        totals, regional revenue, and reconciliation notes. Section 4.6: Invoice totals,
+        regional revenue, and reconciliation notes. Section 4.7: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.8: Invoice totals, regional revenue,
+        and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7228909820318221},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":4,"original_page":4},"content":"Confidential
+        | Page 4 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9192615240812302},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.018308080808080808,"width":0.22712418300653595,"height":0.011994949494949494,"page":5,"original_page":5},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9078197360038758},"extra":null},{"type":"Title","bbox":{"left":0.0727124183006536,"top":0.0422979797979798,"width":0.4305555555555556,"height":0.019570707070707072,"page":5,"original_page":5},"content":"Appendix
+        with Section Boundaries","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.920676475763321},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.09722222222222222,"width":0.09395424836601307,"height":0.023989898989898988,"page":5,"original_page":5},"content":"1.
+        Scope","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8958270728588105},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.0718954248366013,"top":0.16666666666666666,"width":0.12091503267973856,"height":0.015151515151515152,"page":5,"original_page":5},"content":"2.
+        Findings","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9091683983802795},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.2297979797979798,"width":0.22875816993464052,"height":0.012626262626262626,"page":5,"original_page":5},"content":"3.
+        Recommendations","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9221650391817092},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.26452020202020204,"page":5,"original_page":5},"content":"Section
+        5.1: Invoice totals, regional revenue, and reconciliation notes. Section 5.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 5.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.8: Invoice totals, regional revenue, and reconciliation
+        notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7166640102863311},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":5,"original_page":5},"content":"Confidential
+        | Page 5 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9235781162977219},"extra":null}]}],"ocr":null,"custom":null},"parse_mode":null,"document_properties":null}'
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+      - Wed, 02 Sep 2026 22:36:47 GMT
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+      message: ''
+recorded_at: '2026-09-02T22:36:48.179957+00:00'
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 3.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 3.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 3.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
21 0 obj
<<
/Length 1494
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Approval Signature and Watermark) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 4 of 5) Tj T* ET
q
.827451 .827451 .827451 rg
BT /F2 54 Tf 64.8 TL ET
.906308 .422618 -0.422618 .906308 110 390 cm
BT 1 0 0 1 0 0 Tm (DRAFT) Tj T* ET
Q
0 0 0 rg
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 635 Tm (Approved by: Jordan Lee) Tj T* ET
n 45 610 m 310 610 l S
n 55 595 m 75 625 112 602 155 600 c S
BT 1 0 0 1 45 580 Tm (Signature) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 4.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 4.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 4.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 4.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 4.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 4.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 4.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 4.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
22 0 obj
<<
/Length 1327
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Appendix with Section Boundaries) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 5 of 5) Tj T* ET
BT /F2 14 Tf 16.8 TL ET
BT 1 0 0 1 45 700 Tm (1. Scope) Tj T* ET
BT 1 0 0 1 45 650 Tm (2. Findings) Tj T* ET
BT 1 0 0 1 45 600 Tm (3. Recommendations) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 5.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 5.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 5.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 5.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 5.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 5.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 5.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 5.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
xref
0 23
0000000000 65535 f 
0000000061 00000 n 
0000000102 00000 n 
0000000209 00000 n 
0000000321 00000 n 
0000000516 00000 n 
0000006322 00000 n 
0000012824 00000 n 
0000014142 00000 n 
0000014496 00000 n 
0000014664 00000 n 
0000014850 00000 n 
0000015028 00000 n 
0000015256 00000 n 
0000015452 00000 n 
0000015648 00000 n 
0000015718 00000 n 
0000016128 00000 n 
0000016215 00000 n 
0000018552 00000 n 
0000020327 00000 n 
0000022845 00000 n 
0000024391 00000 n 
trailer
<<
/ID 
[<cb011a3ef088e46b638e8b45c01a470f><cb011a3ef088e46b638e8b45c01a470f>]
% ReportLab generated PDF document -- digest (opensource)

/Info 16 0 R
/Root 15 0 R
/Size 23
>>
startxref
25770
%%EOF

+        type: document_url
+      model: reducto/parse-v3
+      settings:
+        embed_pdf_metadata: true
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/997cd381eb3019b71086e4fdab1b98a3a0d251a27c3bb80178580a711c111e94.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/997cd381eb3019b71086e4fdab1b98a3a0d251a27c3bb80178580a711c111e94.yaml
new file mode 100644
index 00000000000..622db8dee4a
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/997cd381eb3019b71086e4fdab1b98a3a0d251a27c3bb80178580a711c111e94.yaml
@@ -0,0 +1,100 @@
+interactions:
+- request:
+    body: "--22b7cb49f85a1ae5113a6328b0381ffb\r\nContent-Disposition: form-data; name=\"file\";
+      filename=\"document\"\r\nContent-Type: application/pdf\r\n\r\n%PDF-1.4\n1 0
+      obj\n<< /Type /Catalog /Pages 2 0 R >>\nendobj\n2 0 obj\n<< /Type /Pages /Kids
+      [3 0 R] /Count 1 >>\nendobj\n3 0 obj\n<< /Type /Page /Parent 2 0 R /Resources
+      4 0 R /MediaBox [0 0 612 792] /Contents 5 0 R >>\nendobj\n4 0 obj\n<< /Font
+      << /F1 << /Type /Font /Subtype /Type1 /BaseFont /Helvetica >> >> >>\nendobj\n5
+      0 obj\n<< /Length 44 >>\nstream\nBT\n/F1 12 Tf\n100 700 Td\n(Test PDF File)
+      Tj\nET\nendstream\nendobj\nxref\n0 6\n0000000000 65535 f \n0000000009 00000
+      n \n0000000058 00000 n \n0000000115 00000 n \n0000000214 00000 n \n0000000293
+      00000 n \ntrailer\n<< /Size 6 /Root 1 0 R >>\nstartxref\n385\n%%EOF\n\r\n--22b7cb49f85a1ae5113a6328b0381ffb--\r\n"
+    headers:
+      Accept:
+      - '*/*'
+      Content-Type:
+      - multipart/form-data; boundary=22b7cb49f85a1ae5113a6328b0381ffb
+      User-Agent:
+      - litellm/1.101.0
+    method: POST
+    uri: http://parity-provider.invalid/upload
+  response:
+    body:
+      string: '{"file_id":"reducto://5df745f4-2877-4cf6-9bde-a2f829c93eea.pdf","presigned_url":null}'
+    headers:
+      Content-Type:
+      - application/json
+      Date:
+      - Tue, 01 Sep 2026 19:54:48 GMT
+    status:
+      code: 200
+      message: ''
+- request:
+    body: '{"input":"reducto://5df745f4-2877-4cf6-9bde-a2f829c93eea.pdf","formatting":{"add_page_markers":false,"table_output_format":"json","merge_tables":true,"include":["signatures","ignore_watermarks"]},"retrieval":{"chunking":{"chunk_mode":"variable","chunk_size":1500,"chunk_overlap":32},"filter_blocks":["Figure","Table","Key
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+        page_range:
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diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/9c3b98bd446c15309b5de4744f83773eeeedc49a8b8122d7aee74daccfd3efed.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/9c3b98bd446c15309b5de4744f83773eeeedc49a8b8122d7aee74daccfd3efed.yaml
new file mode 100644
index 00000000000..33006a0a0d3
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+        Operations Report\n\n# Invoice Summary and Line Items\n\n| Item                  |
+        Quantity   | Amount   |\n|-|-|-|\n| Document analysis     | 2          | 120.00   |\n|
+        Document verification | 1          | 80.00    |\n\n| Item continued     |
+        Quantity   | Amount   |\n|-|-|-|\n| Fixture validation | 3          | 45.00    |\n|
+        Provider review    | 1          | 25.00    |\n\nSection 1.1: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.2: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.3: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.4: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.5: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.6: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.7: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.8: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nConfidential | Page 1 of 5\n\nQuarterly
+        Operations Report\n\n# Revenue Chart and Formula Review\n\nQuarterly revenue
+        bar chart with four blue bars labeled Q1, Q2, Q3, and Q4. Q1 is the lowest,
+        Q2 is higher, Q3 is slightly lower than Q2, and Q4 is the tallest bar.\n\nBlue
+        geometric line drawing on a square grid, with a central square and diagonal
+        lines extending to the grid corners.\n\n\n\nFormula: gross margin = (revenue
+        - cost) / revenue\n\n\n\nSection 2.1: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.2: Invoice totals, regional revenue, and reconciliation
+        notes. Section 2.3: Invoice totals, regional revenue, and reconciliation notes.
+        Section 2.4: Invoice totals, regional revenue, and reconciliation notes. Section
+        2.5: Invoice totals, regional revenue, and reconciliation notes. Section 2.6:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.7: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.8: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nConfidential | Page 2 of 5\n\nQuarterly
+        Operations Report\n\n# Key Values, Link, Highlight, and Comment\n\nInvoice
+        Number: INV-2048\n\nPurchase Order: PO-4096\n\n## https://example.com/invoices/INV-2048\nHighlighted
+        total requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\n\n\n## Revised total. 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nLinear barcode.\n\nConfidential | Page
+        3 of 5\n\nQuarterly Operations Report\n\n# Approval Signature and Watermark\n\nApproved
+        by: Jordan Lee\nSignature: <signature>\n\nSection 4.1: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.2: Invoice totals, regional revenue,
+        and reconciliation notes. Section 4.3: Invoi totals, regional revenue, and
+        reconciliation notes. Section 4.4: Invoice totals, regional revenue, and reconciliation
+        notes. Section 4.5: Invoice totals, regional revenue, and reconciliation notes.
+        Section 4.6: Invoice totals, regional revenue, and reconciliation notes. Section
+        4.7: Invoice totals, regional revenue, and reconciliation notes. Section 4.8:
+        Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 4 of 5\n\nQuarterly Operations Report\n\n# Appendix with Section Boundaries\n\n##
+        1. Scope\n\n## 2. Findings\n\n## 3. Recommendations\n\nSection 5.1: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.2: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.3: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.4: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.5: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.6: Invoice totals, regional revenue, and reconciliation
+        notes. Section 5.7: Invoice totals, regional revenue, and reconciliation notes.
+        Section 5.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 5 of 5","embed":"Quarterly Operations Report\n\n# Invoice Summary and
+        Line Items\n\n| Item                  | Quantity   | Amount   |\n|-|-|-|\n|
+        Document analysis     | 2          | 120.00   |\n| Document verification |
+        1          | 80.00    |\n\n| Item continued     | Quantity   | Amount   |\n|-|-|-|\n|
+        Fixture validation | 3          | 45.00    |\n| Provider review    | 1          |
+        25.00    |\n\nSection 1.1: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.2: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.3: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.4: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.5: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.6: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.7: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 1 of 5\n\nQuarterly Operations Report\n\n# Revenue
+        Chart and Formula Review\n\nQuarterly revenue bar chart with four blue bars
+        labeled Q1, Q2, Q3, and Q4. Q1 is the lowest, Q2 is higher, Q3 is slightly
+        lower than Q2, and Q4 is the tallest bar.\n\nBlue geometric line drawing on
+        a square grid, with a central square and diagonal lines extending to the grid
+        corners.\n\n\n\nFormula: gross margin = (revenue - cost) / revenue\n\n\n\nSection
+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 2 of 5\n\nQuarterly Operations Report\n\n# Key
+        Values, Link, Highlight, and Comment\n\nInvoice Number: INV-2048\n\nPurchase
+        Order: PO-4096\n\n## https://example.com/invoices/INV-2048\nHighlighted total
+        requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\n\n\n## Revised total. 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nLinear barcode.\n\nConfidential | Page
+        3 of 5\n\nQuarterly Operations Report\n\n# Approval Signature and Watermark\n\nApproved
+        by: Jordan Lee\nSignature: <signature>\n\nSection 4.1: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.2: Invoice totals, regional revenue,
+        and reconciliation notes. Section 4.3: Invoi totals, regional revenue, and
+        reconciliation notes. Section 4.4: Invoice totals, regional revenue, and reconciliation
+        notes. Section 4.5: Invoice totals, regional revenue, and reconciliation notes.
+        Section 4.6: Invoice totals, regional revenue, and reconciliation notes. Section
+        4.7: Invoice totals, regional revenue, and reconciliation notes. Section 4.8:
+        Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 4 of 5\n\nQuarterly Operations Report\n\n# Appendix with Section Boundaries\n\n##
+        1. Scope\n\n## 2. Findings\n\n## 3. Recommendations\n\nSection 5.1: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.2: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.3: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.4: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.5: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.6: Invoice totals, regional revenue, and reconciliation
+        notes. Section 5.7: Invoice totals, regional revenue, and reconciliation notes.
+        Section 5.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 5 of 5","enriched":null,"enrichment_success":false,"blocks":[{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.018308080808080808,"width":0.22712418300653595,"height":0.011994949494949494,"page":1,"original_page":1},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.908977261185646},"extra":null},{"type":"Title","bbox":{"left":0.07434640522875817,"top":0.04482323232323232,"width":0.40604575163398693,"height":0.018308080808080808,"page":1,"original_page":1},"content":"Invoice
+        Summary and Line Items","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8858145952224731},"extra":null},{"type":"Table","bbox":{"left":0.0718954248366013,"top":0.07702020202020202,"width":0.8504901960784313,"height":0.13320707070707072,"page":1,"original_page":1},"content":"|
+        Item                  | Quantity   | Amount   |\n|-|-|-|\n| Document analysis     |
+        2          | 120.00   |\n| Document verification | 1          | 80.00    |","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9536767462889354},"extra":null},{"type":"Table","bbox":{"left":0.0727124183006536,"top":0.24116161616161616,"width":0.8488562091503268,"height":0.13320707070707072,"page":1,"original_page":1},"content":"|
+        Item continued     | Quantity   | Amount   |\n|-|-|-|\n| Fixture validation
+        | 3          | 45.00    |\n| Provider review    | 1          | 25.00    |","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9546550035476684},"extra":null},{"type":"Text","bbox":{"left":0.0727124183006536,"top":0.3952020202020202,"width":0.5024509803921569,"height":0.011363636363636364,"page":1,"original_page":1},"content":"Section
+        1.1: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7020485579967499},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.42992424242424243,"width":0.5008169934640523,"height":0.011363636363636364,"page":1,"original_page":1},"content":"Section
+        1.2: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6741966485977173},"extra":null},{"type":"Text","bbox":{"left":0.0727124183006536,"top":0.4659090909090909,"width":0.5024509803921569,"height":0.011363636363636364,"page":1,"original_page":1},"content":"Section
+        1.3: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6778064161539077},"extra":null},{"type":"Text","bbox":{"left":0.0727124183006536,"top":0.5006313131313131,"width":0.5016339869281046,"height":0.011363636363636364,"page":1,"original_page":1},"content":"Section
+        1.4: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6530862480401993},"extra":null},{"type":"Text","bbox":{"left":0.0727124183006536,"top":0.5366161616161617,"width":0.5024509803921569,"height":0.011363636363636364,"page":1,"original_page":1},"content":"Section
+        1.5: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.672797891497612},"extra":null},{"type":"Text","bbox":{"left":0.0727124183006536,"top":0.5713383838383839,"width":0.5016339869281046,"height":0.011363636363636364,"page":1,"original_page":1},"content":"Section
+        1.6: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6809763252735138},"extra":null},{"type":"Text","bbox":{"left":0.0727124183006536,"top":0.6073232323232324,"width":0.5024509803921569,"height":0.011363636363636364,"page":1,"original_page":1},"content":"Section
+        1.7: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6803615659475326},"extra":null},{"type":"Text","bbox":{"left":0.0727124183006536,"top":0.6426767676767676,"width":0.5016339869281046,"height":0.010732323232323232,"page":1,"original_page":1},"content":"Section
+        1.8: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6838025510311126},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9532828282828283,"width":0.1642156862745098,"height":0.010732323232323232,"page":1,"original_page":1},"content":"Confidential
+        | Page 1 of 5","image_url":null,"chart_data":null,"confidence":"low","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7879874646663666},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.017676767676767676,"width":0.22712418300653595,"height":0.012626262626262626,"page":2,"original_page":2},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9090005308389664},"extra":null},{"type":"Title","bbox":{"left":0.07434640522875817,"top":0.04419191919191919,"width":0.4444444444444444,"height":0.015782828282828284,"page":2,"original_page":2},"content":"Revenue
+        Chart and Formula Review","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.861013650894165},"extra":null},{"type":"Figure","bbox":{"left":0.10457516339869281,"top":0.07386363636363637,"width":0.6070261437908496,"height":0.1849747474747475,"page":2,"original_page":2},"content":"Quarterly
+        revenue bar chart with four blue bars labeled Q1, Q2, Q3, and Q4. Q1 is the
+        lowest, Q2 is higher, Q3 is slightly lower than Q2, and Q4 is the tallest
+        bar.","image_url":null,"chart_data":null,"confidence":"low","granular_confidence":{"extract_confidence":null,"parse_confidence":0.4104905590415001},"extra":null},{"type":"Figure","bbox":{"left":0.741607666015625,"top":0.0819091796875,"width":0.11834716796875,"height":0.092529296875,"page":2,"original_page":2},"content":"Blue
+        geometric line drawing on a square grid, with a central square and diagonal
+        lines extending to the grid corners.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.303449621796608},"extra":null},{"type":"Figure","bbox":{"left":0.741546630859375,"top":0.20660400390625,"width":0.11749267578125,"height":0.0811767578125,"page":2,"original_page":2},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.28771371841430665},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.29734848484848486,"width":0.33169934640522875,"height":0.010732323232323232,"page":2,"original_page":2},"content":"Formula:
+        gross margin = (revenue - cost) / revenue","image_url":null,"chart_data":null,"confidence":"low","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8196270227432252},"extra":null},{"type":"Figure","bbox":{"left":0.7423095703125,"top":0.309906005859375,"width":0.076904296875,"height":0.06085205078125,"page":2,"original_page":2},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.3421227872371674},"extra":null},{"type":"Text","bbox":{"left":0.0727124183006536,"top":0.3952020202020202,"width":0.5024509803921569,"height":0.2582070707070707,"page":2,"original_page":2},"content":"Section
+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
+        notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6270521610975266},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9532828282828283,"width":0.1650326797385621,"height":0.010732323232323232,"page":2,"original_page":2},"content":"Confidential
+        | Page 2 of 5","image_url":null,"chart_data":null,"confidence":"low","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7909845679998398},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.017676767676767676,"width":0.22712418300653595,"height":0.012626262626262626,"page":3,"original_page":3},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.805020660161972},"extra":null},{"type":"Title","bbox":{"left":0.07352941176470588,"top":0.04292929292929293,"width":0.5245098039215687,"height":0.022095959595959596,"page":3,"original_page":3},"content":"Key
+        Values, Link, Highlight, and Comment","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8986493557691574},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.10542929292929293,"width":0.23039215686274508,"height":0.011363636363636364,"page":3,"original_page":3},"content":"Invoice
+        Number: INV-2048","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.739451989531517},"extra":null},{"type":"Text","bbox":{"left":0.07434640522875817,"top":0.1369949494949495,"width":0.22630718954248366,"height":0.010732323232323232,"page":3,"original_page":3},"content":"Purchase
+        Order: PO-4096","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.741858696937561},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.26073232323232326,"width":0.3382352941176471,"height":0.03535353535353535,"page":3,"original_page":3},"content":"https://example.com/invoices/INV-2048\nHighlighted
+        total requiring review","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6238544598221779},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.3194444444444444,"width":0.5424836601307189,"height":0.01452020202020202,"page":3,"original_page":3},"content":"Reviewer
+        comment: verify the highlighted total before approval","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6398871809244155},"extra":null},{"type":"Figure","bbox":{"left":0.848846435546875,"top":0.3119659423828125,"width":0.03472900390625,"height":0.025482177734375,"page":3,"original_page":3},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.35475045442581177},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.36426767676767674,"width":0.1830065359477124,"height":0.010732323232323232,"page":3,"original_page":3},"content":"Revised
+        total. 245.00","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7559733480215072},"extra":null},{"type":"Text","bbox":{"left":0.0727124183006536,"top":0.3952020202020202,"width":0.5024509803921569,"height":0.010732323232323232,"page":3,"original_page":3},"content":"Section
+        3.1: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7034008383750916},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.42992424242424243,"width":0.5008169934640523,"height":0.011363636363636364,"page":3,"original_page":3},"content":"Section
+        3.2: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7084807366132737},"extra":null},{"type":"Text","bbox":{"left":0.0727124183006536,"top":0.4659090909090909,"width":0.5024509803921569,"height":0.011363636363636364,"page":3,"original_page":3},"content":"Section
+        3.3: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7297658652067185},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5006313131313131,"width":0.5008169934640523,"height":0.011363636363636364,"page":3,"original_page":3},"content":"Section
+        3.4: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7124977856874466},"extra":null},{"type":"Text","bbox":{"left":0.0727124183006536,"top":0.5366161616161617,"width":0.5024509803921569,"height":0.011363636363636364,"page":3,"original_page":3},"content":"Section
+        3.5: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7059262692928314},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5713383838383839,"width":0.5008169934640523,"height":0.011363636363636364,"page":3,"original_page":3},"content":"Section
+        3.6: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7190613269805908},"extra":null},{"type":"Text","bbox":{"left":0.0727124183006536,"top":0.6073232323232324,"width":0.5024509803921569,"height":0.011363636363636364,"page":3,"original_page":3},"content":"Section
+        3.7: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7045427054166793},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6420454545454546,"width":0.5024509803921569,"height":0.011363636363636364,"page":3,"original_page":3},"content":"Section
+        3.8: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7063517481088638},"extra":null},{"type":"Figure","bbox":{"left":0.1739501953125,"top":0.74609375,"width":0.244873046875,"height":0.091796875,"page":3,"original_page":3},"content":"Linear
+        barcode.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6302859634160995},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9532828282828283,"width":0.1642156862745098,"height":0.010732323232323232,"page":3,"original_page":3},"content":"Confidential
+        | Page 3 of 5","image_url":null,"chart_data":null,"confidence":"low","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7724603235721589},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.018308080808080808,"width":0.22712418300653595,"height":0.011994949494949494,"page":4,"original_page":4},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8802960753440857},"extra":null},{"type":"Title","bbox":{"left":0.0718954248366013,"top":0.0422979797979798,"width":0.4387254901960784,"height":0.020833333333333332,"page":4,"original_page":4},"content":"Approval
+        Signature and Watermark","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9189441114664079},"extra":null},{"type":"Key
+        Value","bbox":{"left":0.07026143790849673,"top":0.18434343434343434,"width":0.43790849673202614,"height":0.08838383838383838,"page":4,"original_page":4},"content":"Approved
+        by: Jordan Lee\nSignature: <signature>","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8993409156799317},"extra":null},{"type":"Text","bbox":{"left":0.0727124183006536,"top":0.39457070707070707,"width":0.5032679738562091,"height":0.2588383838383838,"page":4,"original_page":4},"content":"Section
+        4.1: Invoice totals, regional revenue, and reconciliation notes. Section 4.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 4.3: Invoi
+        totals, regional revenue, and reconciliation notes. Section 4.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 4.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 4.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 4.8: Invoice totals, regional revenue, and reconciliation
+        notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.706915733218193},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9532828282828283,"width":0.1642156862745098,"height":0.010732323232323232,"page":4,"original_page":4},"content":"Confidential
+        | Page 4 of 5","image_url":null,"chart_data":null,"confidence":"low","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7841777831315995},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.018308080808080808,"width":0.22712418300653595,"height":0.011994949494949494,"page":5,"original_page":5},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9078197360038758},"extra":null},{"type":"Title","bbox":{"left":0.0727124183006536,"top":0.0422979797979798,"width":0.4305555555555556,"height":0.019570707070707072,"page":5,"original_page":5},"content":"Appendix
+        with Section Boundaries","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9206764549016953},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07434640522875817,"top":0.10416666666666667,"width":0.09313725490196079,"height":0.01452020202020202,"page":5,"original_page":5},"content":"1.
+        Scope","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8790526151657105},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.0718954248366013,"top":0.16666666666666666,"width":0.12091503267973856,"height":0.015151515151515152,"page":5,"original_page":5},"content":"2.
+        Findings","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9091683983802795},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.2297979797979798,"width":0.22875816993464052,"height":0.012626262626262626,"page":5,"original_page":5},"content":"3.
+        Recommendations","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9221650391817092},"extra":null},{"type":"Text","bbox":{"left":0.0727124183006536,"top":0.3952020202020202,"width":0.5024509803921569,"height":0.2582070707070707,"page":5,"original_page":5},"content":"Section
+        5.1: Invoice totals, regional revenue, and reconciliation notes. Section 5.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 5.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.8: Invoice totals, regional revenue, and reconciliation
+        notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7028804212808608},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9532828282828283,"width":0.1650326797385621,"height":0.010732323232323232,"page":5,"original_page":5},"content":"Confidential
+        | Page 5 of 5","image_url":null,"chart_data":null,"confidence":"low","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7929113447666168},"extra":null}]}],"ocr":null,"custom":null},"parse_mode":null,"document_properties":null}'
+    headers:
+      Content-Type:
+      - application/json
+      Date:
+      - Wed, 02 Sep 2026 22:36:57 GMT
+    status:
+      code: 200
+      message: ''
+recorded_at: '2026-09-02T22:36:57.713270+00:00'
+ttl_seconds: 0
+version: 1
+x-litellm:
+  case:
+    litellm_input:
+      document:
+        document_url: 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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and 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+        type: document_url
+      model: reducto/parse-v3
+      settings:
+        extraction_mode: ocr
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/9e84ac2d3bef4591b51c80351a8b93c81d647c9497c135606bab9c475c6a48a1.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/9e84ac2d3bef4591b51c80351a8b93c81d647c9497c135606bab9c475c6a48a1.yaml
new file mode 100644
index 00000000000..b8de6f7943d
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/9e84ac2d3bef4591b51c80351a8b93c81d647c9497c135606bab9c475c6a48a1.yaml
@@ -0,0 +1,570 @@
+interactions:
+- request:
+    body: !!binary |
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and 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+        type: document_url
+      model: reducto/parse-v3
+      settings:
+        page_range:
+          end: 1
+          start: 1
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/a15e2af70e372a5c27d2842d343a35e95018c2a135013eb7e12f2dffbc93c28e.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/a15e2af70e372a5c27d2842d343a35e95018c2a135013eb7e12f2dffbc93c28e.yaml
new file mode 100644
index 00000000000..cc94144bc5b
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/a15e2af70e372a5c27d2842d343a35e95018c2a135013eb7e12f2dffbc93c28e.yaml
@@ -0,0 +1,726 @@
+interactions:
+- request:
+    body: !!binary |
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+        Operations Report\n\n# Invoice Summary and Line Items\n\n| Item                  |
+        Quantity   | Amount   |\n|-|-|-|\n| Document analysis     | 2          | 120.00   |\n|
+        Document verification | 1          | 80.00    |\n\n| Item continued     |
+        Quantity   | Amount   |\n|-|-|-|\n| Fixture validation | 3          | 45.00    |\n|
+        Provider review    | 1          | 25.00    |\n\nSection 1.1: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.2: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.3: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.4: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.5: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.6: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.7: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.8: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nConfidential | Page 1 of 5\n\nQuarterly
+        Operations Report","embed":"Quarterly Operations Report\n\n# Invoice Summary
+        and Line Items\n\n| Item                  | Quantity   | Amount   |\n|-|-|-|\n|
+        Document analysis     | 2          | 120.00   |\n| Document verification |
+        1          | 80.00    |\n\n| Item continued     | Quantity   | Amount   |\n|-|-|-|\n|
+        Fixture validation | 3          | 45.00    |\n| Provider review    | 1          |
+        25.00    |\n\nSection 1.1: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.2: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.3: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.4: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.5: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.6: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.7: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 1 of 5\n\nQuarterly Operations Report","enriched":null,"enrichment_success":false,"blocks":[{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.018308080808080808,"width":0.22712418300653595,"height":0.011994949494949494,"page":1,"original_page":1},"content":"Quarterly
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+        Item                  | Quantity   | Amount   |\n|-|-|-|\n| Document analysis     |
+        2          | 120.00   |\n| Document verification | 1          | 80.00    |","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9576186398665111},"extra":null},{"type":"Table","bbox":{"left":0.0727124183006536,"top":0.24116161616161616,"width":0.8488562091503268,"height":0.13320707070707072,"page":1,"original_page":1},"content":"|
+        Item continued     | Quantity   | Amount   |\n|-|-|-|\n| Fixture validation
+        | 3          | 45.00    |\n| Provider review    | 1          | 25.00    |","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9573022246360778},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.1: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7204042226076126},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4255050505050505,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.2: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6971822381019592},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.46085858585858586,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
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+        1.4: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6769042581319809},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5315656565656566,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.5: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.683884510397911},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5669191919191919,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.6: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7034911513328552},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6022727272727273,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.7: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6940211951732635},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6376262626262627,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.8: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6971822381019592},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":1,"original_page":1},"content":"Confidential
+        | Page 1 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9209042668342591},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.017676767676767676,"width":0.22712418300653595,"height":0.012626262626262626,"page":2,"original_page":2},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9090005308389664},"extra":null}]},{"content":"#
+        Revenue Chart and Formula Review\n\nQuarterly revenue bar chart with four
+        blue bars labeled Q1, Q2, Q3, and Q4. Q1 is the lowest, Q2 is higher, Q3 is
+        lower than Q2, and Q4 is the tallest bar.\n\nBlue geometric line drawing on
+        a square grid, with a central square and diagonal lines extending to the grid
+        corners.\n\n\n\nFormula: gross margin = (revenue - cost) / revenue\n\n\n\nSection
+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 2 of 5\n\nQuarterly Operations Report\n\n# Key
+        Values, Link, Highlight, and Comment\n\nInvoice Number: INV-2048\n\nPurchase
+        Order: PO-4096\n\n## https://example.com/invoices/INV-2048\nHighlighted total
+        requiring review\n\nReviewer comment: verify the highlighted total before
+        approval","embed":"# Revenue Chart and Formula Review\n\nQuarterly revenue
+        bar chart with four blue bars labeled Q1, Q2, Q3, and Q4. Q1 is the lowest,
+        Q2 is higher, Q3 is lower than Q2, and Q4 is the tallest bar.\n\nBlue geometric
+        line drawing on a square grid, with a central square and diagonal lines extending
+        to the grid corners.\n\n\n\nFormula: gross margin = (revenue - cost) / revenue\n\n\n\nSection
+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 2 of 5\n\nQuarterly Operations Report\n\n# Key
+        Values, Link, Highlight, and Comment\n\nInvoice Number: INV-2048\n\nPurchase
+        Order: PO-4096\n\n## https://example.com/invoices/INV-2048\nHighlighted total
+        requiring review\n\nReviewer comment: verify the highlighted total before
+        approval","enriched":null,"enrichment_success":false,"blocks":[{"type":"Title","bbox":{"left":0.07352941176470588,"top":0.037247474747474744,"width":0.4452614379084967,"height":0.027777777777777776,"page":2,"original_page":2},"content":"Revenue
+        Chart and Formula Review","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8688214063644409},"extra":null},{"type":"Figure","bbox":{"left":0.10457516339869281,"top":0.07386363636363637,"width":0.6070261437908496,"height":0.1849747474747475,"page":2,"original_page":2},"content":"Quarterly
+        revenue bar chart with four blue bars labeled Q1, Q2, Q3, and Q4. Q1 is the
+        lowest, Q2 is higher, Q3 is lower than Q2, and Q4 is the tallest bar.","image_url":null,"chart_data":null,"confidence":"low","granular_confidence":{"extract_confidence":null,"parse_confidence":0.4104905590415001},"extra":null},{"type":"Figure","bbox":{"left":0.741607666015625,"top":0.0819091796875,"width":0.11834716796875,"height":0.092529296875,"page":2,"original_page":2},"content":"Blue
+        geometric line drawing on a square grid, with a central square and diagonal
+        lines extending to the grid corners.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.303449621796608},"extra":null},{"type":"Figure","bbox":{"left":0.741546630859375,"top":0.20660400390625,"width":0.11749267578125,"height":0.0811767578125,"page":2,"original_page":2},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.28771371841430665},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.29292929292929293,"width":0.33169934640522875,"height":0.015782828282828284,"page":2,"original_page":2},"content":"Formula:
+        gross margin = (revenue - cost) / revenue","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9167426466941834},"extra":null},{"type":"Figure","bbox":{"left":0.7423095703125,"top":0.309906005859375,"width":0.076904296875,"height":0.06085205078125,"page":2,"original_page":2},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.3421227872371674},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.26452020202020204,"page":2,"original_page":2},"content":"Section
+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
+        notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6421052008867263},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":2,"original_page":2},"content":"Confidential
+        | Page 2 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9227842718362809},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.017676767676767676,"width":0.22712418300653595,"height":0.012626262626262626,"page":3,"original_page":3},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.805020660161972},"extra":null},{"type":"Title","bbox":{"left":0.07352941176470588,"top":0.037247474747474744,"width":0.5236928104575164,"height":0.027777777777777776,"page":3,"original_page":3},"content":"Key
+        Values, Link, Highlight, and Comment","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.907549238204956},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.09974747474747475,"width":0.23039215686274508,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Invoice
+        Number: INV-2048","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7455861002206803},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.13131313131313133,"width":0.22712418300653595,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Purchase
+        Order: PO-4096","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7557907789945602},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.26073232323232326,"width":0.3382352941176471,"height":0.03535353535353535,"page":3,"original_page":3},"content":"https://example.com/invoices/INV-2048\nHighlighted
+        total requiring review","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6238544598221779},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.3143939393939394,"width":0.5424836601307189,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Reviewer
+        comment: verify the highlighted total before approval","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6458791196346283},"extra":null},{"type":"Figure","bbox":{"left":0.848846435546875,"top":0.3119659423828125,"width":0.03472900390625,"height":0.025482177734375,"page":3,"original_page":3},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.35475045442581177},"extra":null}]},{"content":"#
+        Key Values, Link, Highlight, and Comment (cont.)\n\n## Revised total. 245.00\n\nSection
+        3.1: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.2: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.3: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.4: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.5: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.6: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.7: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.8: Invoice totals, regional revenue, and reconciliation notes.\n\nLinear
+        barcode.\n\nConfidential | Page 3 of 5\n\nQuarterly Operations Report","embed":"#
+        Key Values, Link, Highlight, and Comment (cont.)\n\n## Revised total. 245.00\n\nSection
+        3.1: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.2: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.3: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.4: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.5: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.6: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.7: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.8: Invoice totals, regional revenue, and reconciliation notes.\n\nLinear
+        barcode.\n\nConfidential | Page 3 of 5\n\nQuarterly Operations Report","enriched":null,"enrichment_success":false,"blocks":[{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.36426767676767674,"width":0.1830065359477124,"height":0.010732323232323232,"page":3,"original_page":3},"content":"Revised
+        total. 245.00","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7559733480215072},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.1: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7197816997766495},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4255050505050505,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.2: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7241321921348571},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.46085858585858586,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.3: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7395129382610321},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4962121212121212,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.4: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7290821939706802},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5315656565656566,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.5: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7154147416353225},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5669191919191919,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.6: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7340064704418182},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6022727272727273,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.7: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7154147416353225},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6376262626262627,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.8: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7204042226076126},"extra":null},{"type":"Figure","bbox":{"left":0.1739501953125,"top":0.74609375,"width":0.244873046875,"height":0.091796875,"page":3,"original_page":3},"content":"Linear
+        barcode.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6302859634160995},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":3,"original_page":3},"content":"Confidential
+        | Page 3 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9031270325183869},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.018308080808080808,"width":0.22712418300653595,"height":0.011994949494949494,"page":4,"original_page":4},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8802960753440857},"extra":null}]},{"content":"#
+        Approval Signature and Watermark\n\nApproved by: Jordan Lee\nSignature: <signature>\n\nSection
+        4.1: Invoice totals, regional revenue, and reconciliation notes. Section 4.2:
+        Invoice totals, regional revenue, and reconciliation notes. DRAFT Section
+        4.3: Invoice totals, regional revenue, and reconciliation notes. Section 4.4:
+        Invoice totals, regional revenue, and reconciliation notes. Section 4.5: Invoice
+        totals, regional revenue, and reconciliation notes. Section 4.6: Invoice totals,
+        regional revenue, and reconciliation notes. Section 4.7: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.8: Invoice totals, regional revenue,
+        and reconciliation notes.\n\nConfidential | Page 4 of 5\n\nQuarterly Operations
+        Report\n\n# Appendix with Section Boundaries\n\n## 1. Scope\n\n## 2. Findings","embed":"#
+        Approval Signature and Watermark\n\nApproved by: Jordan Lee\nSignature: <signature>\n\nSection
+        4.1: Invoice totals, regional revenue, and reconciliation notes. Section 4.2:
+        Invoice totals, regional revenue, and reconciliation notes. DRAFT Section
+        4.3: Invoice totals, regional revenue, and reconciliation notes. Section 4.4:
+        Invoice totals, regional revenue, and reconciliation notes. Section 4.5: Invoice
+        totals, regional revenue, and reconciliation notes. Section 4.6: Invoice totals,
+        regional revenue, and reconciliation notes. Section 4.7: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.8: Invoice totals, regional revenue,
+        and reconciliation notes.\n\nConfidential | Page 4 of 5\n\nQuarterly Operations
+        Report\n\n# Appendix with Section Boundaries\n\n## 1. Scope\n\n## 2. Findings","enriched":null,"enrichment_success":false,"blocks":[{"type":"Title","bbox":{"left":0.0718954248366013,"top":0.0422979797979798,"width":0.4387254901960784,"height":0.020833333333333332,"page":4,"original_page":4},"content":"Approval
+        Signature and Watermark","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9190816521644593},"extra":null},{"type":"Key
+        Value","bbox":{"left":0.07026143790849673,"top":0.18181818181818182,"width":0.43790849673202614,"height":0.09090909090909091,"page":4,"original_page":4},"content":"Approved
+        by: Jordan Lee\nSignature: <signature>","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8993409156799317},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.3434343434343434,"width":0.5016339869281046,"height":0.31123737373737376,"page":4,"original_page":4},"content":"Section
+        4.1: Invoice totals, regional revenue, and reconciliation notes. Section 4.2:
+        Invoice totals, regional revenue, and reconciliation notes. DRAFT Section
+        4.3: Invoice totals, regional revenue, and reconciliation notes. Section 4.4:
+        Invoice totals, regional revenue, and reconciliation notes. Section 4.5: Invoice
+        totals, regional revenue, and reconciliation notes. Section 4.6: Invoice totals,
+        regional revenue, and reconciliation notes. Section 4.7: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.8: Invoice totals, regional revenue,
+        and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7228909820318221},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":4,"original_page":4},"content":"Confidential
+        | Page 4 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9192615240812302},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.018308080808080808,"width":0.22712418300653595,"height":0.011994949494949494,"page":5,"original_page":5},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9078197360038758},"extra":null},{"type":"Title","bbox":{"left":0.0727124183006536,"top":0.0422979797979798,"width":0.4305555555555556,"height":0.019570707070707072,"page":5,"original_page":5},"content":"Appendix
+        with Section Boundaries","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9206647515296936},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.09722222222222222,"width":0.09395424836601307,"height":0.023989898989898988,"page":5,"original_page":5},"content":"1.
+        Scope","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8958270728588105},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.0718954248366013,"top":0.16666666666666666,"width":0.12091503267973856,"height":0.015151515151515152,"page":5,"original_page":5},"content":"2.
+        Findings","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9091800391674041},"extra":null}]},{"content":"#
+        Appendix with Section Boundaries (cont.)\n\n## 3. Recommendations\n\nSection
+        5.1: Invoice totals, regional revenue, and reconciliation notes. Section 5.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 5.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 5 of 5","embed":"# Appendix with Section Boundaries
+        (cont.)\n\n## 3. Recommendations\n\nSection 5.1: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.2: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.3: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.4: Invoice totals, regional revenue, and reconciliation
+        notes. Section 5.5: Invoice totals, regional revenue, and reconciliation notes.
+        Section 5.6: Invoice totals, regional revenue, and reconciliation notes. Section
+        5.7: Invoice totals, regional revenue, and reconciliation notes. Section 5.8:
+        Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 5 of 5","enriched":null,"enrichment_success":false,"blocks":[{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.2297979797979798,"width":0.22875816993464052,"height":0.012626262626262626,"page":5,"original_page":5},"content":"3.
+        Recommendations","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9221650391817092},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.26452020202020204,"page":5,"original_page":5},"content":"Section
+        5.1: Invoice totals, regional revenue, and reconciliation notes. Section 5.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 5.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.8: Invoice totals, regional revenue, and reconciliation
+        notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7166640102863311},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":5,"original_page":5},"content":"Confidential
+        | Page 5 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9235781162977219},"extra":null}]}],"ocr":null,"custom":null},"parse_mode":null,"document_properties":null}'
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+      - application/json
+      Date:
+      - Wed, 02 Sep 2026 22:36:41 GMT
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+      message: ''
+recorded_at: '2026-09-02T22:36:42.322221+00:00'
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+        document_url: 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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and 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+        type: document_url
+      model: reducto/parse-v3
+      retrieval:
+        chunking:
+          chunk_mode: variable
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/a2fa3ae80e3e7bbc5d42ab5a97326392b31d87892e794094a0642ebda014413a.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/a2fa3ae80e3e7bbc5d42ab5a97326392b31d87892e794094a0642ebda014413a.yaml
new file mode 100644
index 00000000000..d67a36c314a
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/a2fa3ae80e3e7bbc5d42ab5a97326392b31d87892e794094a0642ebda014413a.yaml
@@ -0,0 +1,722 @@
+interactions:
+- request:
+    body: !!binary |
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+        Operations Report\n\n# Invoice Summary and Line Items\n\n| Item                  |
+        Quantity   | Amount   |\n|-|-|-|\n| Document analysis     | 2          | 120.00   |\n|
+        Document verification | 1          | 80.00    |\n\n| Item continued     |
+        Quantity   | Amount   |\n|-|-|-|\n| Fixture validation | 3          | 45.00    |\n|
+        Provider review    | 1          | 25.00    |\n\nSection 1.1: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.2: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.3: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.4: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.5: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.6: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.7: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.8: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nConfidential | Page 1 of 5\n\nQuarterly
+        Operations Report\n\n# Revenue Chart and Formula Review\n\nQuarterly revenue
+        bar chart with four blue bars labeled Q1 through Q4. Q1 is the lowest, Q2
+        is higher, Q3 is lower than Q2, and Q4 is the tallest bar; no numeric y-axis
+        or units are shown.\n\nBlue geometric line drawing on a square grid, with
+        a central square and diagonal lines extending to the grid corners.\n\n\n\nFormula:
+        gross margin = (revenue - cost) / revenue\n\n\n\nSection 2.1: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.2: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.3: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.4: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.5: Invoice totals, regional revenue, and reconciliation
+        notes. Section 2.6: Invoice totals, regional revenue, and reconciliation notes.
+        Section 2.7: Invoice totals, regional revenue, and reconciliation notes. Section
+        2.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 2 of 5\n\nQuarterly Operations Report\n\n# Key Values, Link, Highlight,
+        and Comment\n\nInvoice Number: INV-2048\n\nPurchase Order: PO-4096\n\n## https://example.com/invoices/INV-2048\nHighlighted
+        total requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\n\n\n## Revised total. 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nLinear barcode.\n\nConfidential | Page
+        3 of 5\n\nQuarterly Operations Report\n\n# Approval Signature and Watermark\n\nApproved
+        by: Jordan Lee\nSignature: <signature>\n\nSection 4.1: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.2: Invoice totals, regional revenue,
+        and reconciliation notes. DRAFT Section 4.3: Invoice totals, regional revenue,
+        and reconciliation notes. Section 4.4: Invoice totals, regional revenue, and
+        reconciliation notes. Section 4.5: Invoice totals, regional revenue, and reconciliation
+        notes. Section 4.6: Invoice totals, regional revenue, and reconciliation notes.
+        Section 4.7: Invoice totals, regional revenue, and reconciliation notes. Section
+        4.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 4 of 5\n\nQuarterly Operations Report\n\n# Appendix with Section Boundaries\n\n##
+        1. Scope\n\n## 2. Findings\n\n## 3. Recommendations\n\nSection 5.1: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.2: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.3: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.4: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.5: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.6: Invoice totals, regional revenue, and reconciliation
+        notes. Section 5.7: Invoice totals, regional revenue, and reconciliation notes.
+        Section 5.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 5 of 5","embed":"Quarterly Operations Report\n\n# Invoice Summary and
+        Line Items\n\n| Item                  | Quantity   | Amount   |\n|-|-|-|\n|
+        Document analysis     | 2          | 120.00   |\n| Document verification |
+        1          | 80.00    |\n\n| Item continued     | Quantity   | Amount   |\n|-|-|-|\n|
+        Fixture validation | 3          | 45.00    |\n| Provider review    | 1          |
+        25.00    |\n\nSection 1.1: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.2: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.3: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.4: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.5: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.6: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.7: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 1 of 5\n\nQuarterly Operations Report\n\n# Revenue
+        Chart and Formula Review\n\nQuarterly revenue bar chart with four blue bars
+        labeled Q1 through Q4. Q1 is the lowest, Q2 is higher, Q3 is lower than Q2,
+        and Q4 is the tallest bar; no numeric y-axis or units are shown.\n\nBlue geometric
+        line drawing on a square grid, with a central square and diagonal lines extending
+        to the grid corners.\n\n\n\nFormula: gross margin = (revenue - cost) / revenue\n\n\n\nSection
+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 2 of 5\n\nQuarterly Operations Report\n\n# Key
+        Values, Link, Highlight, and Comment\n\nInvoice Number: INV-2048\n\nPurchase
+        Order: PO-4096\n\n## https://example.com/invoices/INV-2048\nHighlighted total
+        requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\n\n\n## Revised total. 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nLinear barcode.\n\nConfidential | Page
+        3 of 5\n\nQuarterly Operations Report\n\n# Approval Signature and Watermark\n\nApproved
+        by: Jordan Lee\nSignature: <signature>\n\nSection 4.1: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.2: Invoice totals, regional revenue,
+        and reconciliation notes. DRAFT Section 4.3: Invoice totals, regional revenue,
+        and reconciliation notes. Section 4.4: Invoice totals, regional revenue, and
+        reconciliation notes. Section 4.5: Invoice totals, regional revenue, and reconciliation
+        notes. Section 4.6: Invoice totals, regional revenue, and reconciliation notes.
+        Section 4.7: Invoice totals, regional revenue, and reconciliation notes. Section
+        4.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 4 of 5\n\nQuarterly Operations Report\n\n# Appendix with Section Boundaries\n\n##
+        1. Scope\n\n## 2. Findings\n\n## 3. Recommendations\n\nSection 5.1: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.2: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.3: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.4: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.5: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.6: Invoice totals, regional revenue, and reconciliation
+        notes. Section 5.7: Invoice totals, regional revenue, and reconciliation notes.
+        Section 5.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
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+        Item                  | Quantity   | Amount   |\n|-|-|-|\n| Document analysis     |
+        2          | 120.00   |\n| Document verification | 1          | 80.00    |","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9576186398665111},"extra":null},{"type":"Table","bbox":{"left":0.0727124183006536,"top":0.24116161616161616,"width":0.8488562091503268,"height":0.13320707070707072,"page":1,"original_page":1},"content":"|
+        Item continued     | Quantity   | Amount   |\n|-|-|-|\n| Fixture validation
+        | 3          | 45.00    |\n| Provider review    | 1          | 25.00    |","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9573022246360778},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.1: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7204042226076126},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4255050505050505,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.2: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6971822381019592},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.46085858585858586,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.3: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6927557319402695},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4962121212121212,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.4: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6769042581319809},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5315656565656566,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.5: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.683884510397911},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5669191919191919,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
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+        1.7: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6940211951732635},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6376262626262627,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.8: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6971822381019592},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":1,"original_page":1},"content":"Confidential
+        | Page 1 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9209042668342591},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.017676767676767676,"width":0.22712418300653595,"height":0.012626262626262626,"page":2,"original_page":2},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9090005308389664},"extra":null},{"type":"Title","bbox":{"left":0.07352941176470588,"top":0.037247474747474744,"width":0.4452614379084967,"height":0.027777777777777776,"page":2,"original_page":2},"content":"Revenue
+        Chart and Formula Review","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8688214063644409},"extra":null},{"type":"Figure","bbox":{"left":0.10457516339869281,"top":0.07386363636363637,"width":0.6070261437908496,"height":0.1849747474747475,"page":2,"original_page":2},"content":"Quarterly
+        revenue bar chart with four blue bars labeled Q1 through Q4. Q1 is the lowest,
+        Q2 is higher, Q3 is lower than Q2, and Q4 is the tallest bar; no numeric y-axis
+        or units are shown.","image_url":null,"chart_data":null,"confidence":"low","granular_confidence":{"extract_confidence":null,"parse_confidence":0.4104905590415001},"extra":null},{"type":"Figure","bbox":{"left":0.741607666015625,"top":0.0819091796875,"width":0.11834716796875,"height":0.092529296875,"page":2,"original_page":2},"content":"Blue
+        geometric line drawing on a square grid, with a central square and diagonal
+        lines extending to the grid corners.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.303449621796608},"extra":null},{"type":"Figure","bbox":{"left":0.741546630859375,"top":0.20660400390625,"width":0.11749267578125,"height":0.0811767578125,"page":2,"original_page":2},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.28771371841430665},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.29292929292929293,"width":0.33169934640522875,"height":0.015782828282828284,"page":2,"original_page":2},"content":"Formula:
+        gross margin = (revenue - cost) / revenue","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9167426466941834},"extra":null},{"type":"Figure","bbox":{"left":0.7423095703125,"top":0.309906005859375,"width":0.076904296875,"height":0.06085205078125,"page":2,"original_page":2},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.3421227872371674},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.26452020202020204,"page":2,"original_page":2},"content":"Section
+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
+        notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6421052008867263},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":2,"original_page":2},"content":"Confidential
+        | Page 2 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9227842718362809},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.017676767676767676,"width":0.22712418300653595,"height":0.012626262626262626,"page":3,"original_page":3},"content":"Quarterly
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+        Values, Link, Highlight, and Comment","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.907549238204956},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.09974747474747475,"width":0.23039215686274508,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Invoice
+        Number: INV-2048","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7455861002206803},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.13131313131313133,"width":0.22712418300653595,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Purchase
+        Order: PO-4096","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7557907789945602},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.26073232323232326,"width":0.3382352941176471,"height":0.03535353535353535,"page":3,"original_page":3},"content":"https://example.com/invoices/INV-2048\nHighlighted
+        total requiring review","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6238544598221779},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.3143939393939394,"width":0.5424836601307189,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Reviewer
+        comment: verify the highlighted total before approval","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6458791196346283},"extra":null},{"type":"Figure","bbox":{"left":0.848846435546875,"top":0.3119659423828125,"width":0.03472900390625,"height":0.025482177734375,"page":3,"original_page":3},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.35475045442581177},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.36426767676767674,"width":0.1830065359477124,"height":0.010732323232323232,"page":3,"original_page":3},"content":"Revised
+        total. 245.00","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7559733480215072},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.1: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7197816997766495},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4255050505050505,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.2: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7241321921348571},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.46085858585858586,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.3: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7395129382610321},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4962121212121212,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.4: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7290821939706802},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5315656565656566,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.5: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7154147416353225},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5669191919191919,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.6: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7340064704418182},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6022727272727273,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.7: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7154147416353225},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6376262626262627,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.8: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7204042226076126},"extra":null},{"type":"Figure","bbox":{"left":0.1739501953125,"top":0.74609375,"width":0.244873046875,"height":0.091796875,"page":3,"original_page":3},"content":"Linear
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+        | Page 3 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9031270325183869},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.018308080808080808,"width":0.22712418300653595,"height":0.011994949494949494,"page":4,"original_page":4},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8802960753440857},"extra":null},{"type":"Title","bbox":{"left":0.0718954248366013,"top":0.0422979797979798,"width":0.4387254901960784,"height":0.020833333333333332,"page":4,"original_page":4},"content":"Approval
+        Signature and Watermark","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9190816521644593},"extra":null},{"type":"Key
+        Value","bbox":{"left":0.07026143790849673,"top":0.18181818181818182,"width":0.43790849673202614,"height":0.09090909090909091,"page":4,"original_page":4},"content":"Approved
+        by: Jordan Lee\nSignature: <signature>","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8993409156799317},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.3434343434343434,"width":0.5016339869281046,"height":0.31123737373737376,"page":4,"original_page":4},"content":"Section
+        4.1: Invoice totals, regional revenue, and reconciliation notes. Section 4.2:
+        Invoice totals, regional revenue, and reconciliation notes. DRAFT Section
+        4.3: Invoice totals, regional revenue, and reconciliation notes. Section 4.4:
+        Invoice totals, regional revenue, and reconciliation notes. Section 4.5: Invoice
+        totals, regional revenue, and reconciliation notes. Section 4.6: Invoice totals,
+        regional revenue, and reconciliation notes. Section 4.7: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.8: Invoice totals, regional revenue,
+        and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7228909820318221},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":4,"original_page":4},"content":"Confidential
+        | Page 4 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9192615240812302},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.018308080808080808,"width":0.22712418300653595,"height":0.011994949494949494,"page":5,"original_page":5},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9078197360038758},"extra":null},{"type":"Title","bbox":{"left":0.0727124183006536,"top":0.0422979797979798,"width":0.4305555555555556,"height":0.019570707070707072,"page":5,"original_page":5},"content":"Appendix
+        with Section Boundaries","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9206764549016953},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.09722222222222222,"width":0.09395424836601307,"height":0.023989898989898988,"page":5,"original_page":5},"content":"1.
+        Scope","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8958270728588105},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.0718954248366013,"top":0.16666666666666666,"width":0.12091503267973856,"height":0.015151515151515152,"page":5,"original_page":5},"content":"2.
+        Findings","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9091683983802795},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.2297979797979798,"width":0.22875816993464052,"height":0.012626262626262626,"page":5,"original_page":5},"content":"3.
+        Recommendations","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9221650391817092},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.26452020202020204,"page":5,"original_page":5},"content":"Section
+        5.1: Invoice totals, regional revenue, and reconciliation notes. Section 5.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 5.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.8: Invoice totals, regional revenue, and reconciliation
+        notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7166640102863311},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":5,"original_page":5},"content":"Confidential
+        | Page 5 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9235781162977219},"extra":null}]}],"ocr":null,"custom":null},"parse_mode":null,"document_properties":null}'
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+      - Wed, 02 Sep 2026 22:36:57 GMT
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+      message: ''
+recorded_at: '2026-09-02T22:36:58.237675+00:00'
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and 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+        type: document_url
+      model: reducto/parse-v3
+      retrieval:
+        filter_blocks: []
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/a322d186c398244b0313060141a5ca8b75c5bf0a1ae11060de8979701f256b79.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/a322d186c398244b0313060141a5ca8b75c5bf0a1ae11060de8979701f256b79.yaml
new file mode 100644
index 00000000000..196064c403a
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/a322d186c398244b0313060141a5ca8b75c5bf0a1ae11060de8979701f256b79.yaml
@@ -0,0 +1,721 @@
+interactions:
+- request:
+    body: !!binary |
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+        Operations Report\n\n# Invoice Summary and Line Items\n\n| Item                  |
+        Quantity   | Amount   |\n|-|-|-|\n| Document analysis     | 2          | 120.00   |\n|
+        Document verification | 1          | 80.00    |\n\n| Item continued     |
+        Quantity   | Amount   |\n|-|-|-|\n| Fixture validation | 3          | 45.00    |\n|
+        Provider review    | 1          | 25.00    |\n\nSection 1.1: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.2: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.3: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.4: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.5: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.6: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.7: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.8: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nConfidential | Page 1 of 5\n\nQuarterly
+        Operations Report\n\n# Revenue Chart and Formula Review\n\nQuarterly revenue
+        bar chart with four blue bars labeled Q1, Q2, Q3, and Q4. Q1 is the lowest,
+        Q2 is higher, Q3 is lower than Q2, and Q4 is the tallest bar.\n\nBlue geometric
+        line drawing on a square grid, with a central square and diagonal lines extending
+        to the grid corners.\n\n\n\nFormula: gross margin = (revenue - cost) / revenue\n\n\n\nSection
+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 2 of 5\n\nQuarterly Operations Report\n\n# Key
+        Values, Link, Highlight, and Comment\n\nInvoice Number: INV-2048\n\nPurchase
+        Order: PO-4096\n\n## https://example.com/invoices/INV-2048\nHighlighted total
+        requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\n\n\n## Revised total. 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nLinear barcode.\n\nConfidential | Page
+        3 of 5\n\nQuarterly Operations Report\n\n# Approval Signature and Watermark\n\nApproved
+        by: Jordan Lee\nSignature: <signature>\n\nSection 4.1: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.2: Invoice totals, regional revenue,
+        and reconciliation notes. DRAFT Section 4.3: Invoice totals, regional revenue,
+        and reconciliation notes. Section 4.4: Invoice totals, regional revenue, and
+        reconciliation notes. Section 4.5: Invoice totals, regional revenue, and reconciliation
+        notes. Section 4.6: Invoice totals, regional revenue, and reconciliation notes.
+        Section 4.7: Invoice totals, regional revenue, and reconciliation notes. Section
+        4.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 4 of 5\n\nQuarterly Operations Report\n\n# Appendix with Section Boundaries\n\n##
+        1. Scope\n\n## 2. Findings\n\n## 3. Recommendations\n\nSection 5.1: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.2: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.3: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.4: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.5: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.6: Invoice totals, regional revenue, and reconciliation
+        notes. Section 5.7: Invoice totals, regional revenue, and reconciliation notes.
+        Section 5.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 5 of 5","embed":"Quarterly Operations Report\n\n# Invoice Summary and
+        Line Items\n\n| Item                  | Quantity   | Amount   |\n|-|-|-|\n|
+        Document analysis     | 2          | 120.00   |\n| Document verification |
+        1          | 80.00    |\n\n| Item continued     | Quantity   | Amount   |\n|-|-|-|\n|
+        Fixture validation | 3          | 45.00    |\n| Provider review    | 1          |
+        25.00    |\n\nSection 1.1: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.2: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.3: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.4: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.5: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.6: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.7: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 1 of 5\n\nQuarterly Operations Report\n\n# Revenue
+        Chart and Formula Review\n\nQuarterly revenue bar chart with four blue bars
+        labeled Q1, Q2, Q3, and Q4. Q1 is the lowest, Q2 is higher, Q3 is lower than
+        Q2, and Q4 is the tallest bar.\n\nBlue geometric line drawing on a square
+        grid, with a central square and diagonal lines extending to the grid corners.\n\n\n\nFormula:
+        gross margin = (revenue - cost) / revenue\n\n\n\nSection 2.1: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.2: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.3: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.4: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.5: Invoice totals, regional revenue, and reconciliation
+        notes. Section 2.6: Invoice totals, regional revenue, and reconciliation notes.
+        Section 2.7: Invoice totals, regional revenue, and reconciliation notes. Section
+        2.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 2 of 5\n\nQuarterly Operations Report\n\n# Key Values, Link, Highlight,
+        and Comment\n\nInvoice Number: INV-2048\n\nPurchase Order: PO-4096\n\n## https://example.com/invoices/INV-2048\nHighlighted
+        total requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\n\n\n## Revised total. 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nLinear barcode.\n\nConfidential | Page
+        3 of 5\n\nQuarterly Operations Report\n\n# Approval Signature and Watermark\n\nApproved
+        by: Jordan Lee\nSignature: <signature>\n\nSection 4.1: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.2: Invoice totals, regional revenue,
+        and reconciliation notes. DRAFT Section 4.3: Invoice totals, regional revenue,
+        and reconciliation notes. Section 4.4: Invoice totals, regional revenue, and
+        reconciliation notes. Section 4.5: Invoice totals, regional revenue, and reconciliation
+        notes. Section 4.6: Invoice totals, regional revenue, and reconciliation notes.
+        Section 4.7: Invoice totals, regional revenue, and reconciliation notes. Section
+        4.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 4 of 5\n\nQuarterly Operations Report\n\n# Appendix with Section Boundaries\n\n##
+        1. Scope\n\n## 2. Findings\n\n## 3. Recommendations\n\nSection 5.1: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.2: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.3: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.4: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.5: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.6: Invoice totals, regional revenue, and reconciliation
+        notes. Section 5.7: Invoice totals, regional revenue, and reconciliation notes.
+        Section 5.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
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+        Item                  | Quantity   | Amount   |\n|-|-|-|\n| Document analysis     |
+        2          | 120.00   |\n| Document verification | 1          | 80.00    |","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9576186398665111},"extra":null},{"type":"Table","bbox":{"left":0.0727124183006536,"top":0.24116161616161616,"width":0.8488562091503268,"height":0.13320707070707072,"page":1,"original_page":1},"content":"|
+        Item continued     | Quantity   | Amount   |\n|-|-|-|\n| Fixture validation
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+        1.1: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7204042226076126},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4255050505050505,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.2: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6971822381019592},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.46085858585858586,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.3: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6927557319402695},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4962121212121212,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.4: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6769042581319809},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5315656565656566,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.5: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.683884510397911},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5669191919191919,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
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+        1.8: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6971822381019592},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":1,"original_page":1},"content":"Confidential
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+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9090005308389664},"extra":null},{"type":"Title","bbox":{"left":0.07352941176470588,"top":0.037247474747474744,"width":0.4452614379084967,"height":0.027777777777777776,"page":2,"original_page":2},"content":"Revenue
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+        revenue bar chart with four blue bars labeled Q1, Q2, Q3, and Q4. Q1 is the
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+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
+        notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6421052008867263},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":2,"original_page":2},"content":"Confidential
+        | Page 2 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9227842718362809},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.017676767676767676,"width":0.22712418300653595,"height":0.012626262626262626,"page":3,"original_page":3},"content":"Quarterly
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+        Values, Link, Highlight, and Comment","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.907549238204956},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.09974747474747475,"width":0.23039215686274508,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Invoice
+        Number: INV-2048","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7455861002206803},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.13131313131313133,"width":0.22712418300653595,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Purchase
+        Order: PO-4096","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7557907789945602},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.26073232323232326,"width":0.3382352941176471,"height":0.03535353535353535,"page":3,"original_page":3},"content":"https://example.com/invoices/INV-2048\nHighlighted
+        total requiring review","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6239689275622368},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.3143939393939394,"width":0.5424836601307189,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Reviewer
+        comment: verify the highlighted total before approval","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6458791196346283},"extra":null},{"type":"Figure","bbox":{"left":0.848846435546875,"top":0.3119659423828125,"width":0.03472900390625,"height":0.025482177734375,"page":3,"original_page":3},"content":"","image_url":"https://prod-storage20241010144745140900000001.s3.amazonaws.com/org/8bd983d1-47dd-440b-93d8-431412d819bf/c2400597-b769-4ed5-80fe-2d189fd9041a/6f7f5572-116b-41ff-a648-c83ab2747f76.png?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=AKIA2UOK6OVBOUYL7WYA%2F20260902%2Fus-west-2%2Fs3%2Faws4_request&X-Amz-Date=20260902T223648Z&X-Amz-Expires=43200&X-Amz-SignedHeaders=host&X-Amz-Signature=783c113866d252b4965753f1b4442c74932ff09dce0437c2bd3f084f5b9d4031","chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.35475045442581177},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.36426767676767674,"width":0.1830065359477124,"height":0.010732323232323232,"page":3,"original_page":3},"content":"Revised
+        total. 245.00","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7559733271598816},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.1: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7197816997766495},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4255050505050505,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.2: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7241321921348571},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.46085858585858586,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.3: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7395129382610321},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4962121212121212,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.4: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7290821939706802},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5315656565656566,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.5: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7154147416353225},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5669191919191919,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.6: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7340064704418182},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6022727272727273,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.7: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7154147416353225},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6376262626262627,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.8: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7204042226076126},"extra":null},{"type":"Figure","bbox":{"left":0.1739501953125,"top":0.74609375,"width":0.244873046875,"height":0.091796875,"page":3,"original_page":3},"content":"Linear
+        barcode.","image_url":"https://prod-storage20241010144745140900000001.s3.amazonaws.com/org/8bd983d1-47dd-440b-93d8-431412d819bf/c2400597-b769-4ed5-80fe-2d189fd9041a/a0767ba6-262b-44af-9ee6-1abc5bf35bce.png?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=AKIA2UOK6OVBOUYL7WYA%2F20260902%2Fus-west-2%2Fs3%2Faws4_request&X-Amz-Date=20260902T223648Z&X-Amz-Expires=43200&X-Amz-SignedHeaders=host&X-Amz-Signature=b80e0e0d27b616cfbded68a48b98793bac5350aae6363cdcb9a7a67e7ac17518","chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6302859634160995},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":3,"original_page":3},"content":"Confidential
+        | Page 3 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9031270325183869},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.018308080808080808,"width":0.22712418300653595,"height":0.011994949494949494,"page":4,"original_page":4},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8802960753440857},"extra":null},{"type":"Title","bbox":{"left":0.0718954248366013,"top":0.0422979797979798,"width":0.4387254901960784,"height":0.020833333333333332,"page":4,"original_page":4},"content":"Approval
+        Signature and Watermark","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9190816521644593},"extra":null},{"type":"Key
+        Value","bbox":{"left":0.07026143790849673,"top":0.18181818181818182,"width":0.43790849673202614,"height":0.09090909090909091,"page":4,"original_page":4},"content":"Approved
+        by: Jordan Lee\nSignature: <signature>","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8993409156799317},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.3434343434343434,"width":0.5016339869281046,"height":0.31123737373737376,"page":4,"original_page":4},"content":"Section
+        4.1: Invoice totals, regional revenue, and reconciliation notes. Section 4.2:
+        Invoice totals, regional revenue, and reconciliation notes. DRAFT Section
+        4.3: Invoice totals, regional revenue, and reconciliation notes. Section 4.4:
+        Invoice totals, regional revenue, and reconciliation notes. Section 4.5: Invoice
+        totals, regional revenue, and reconciliation notes. Section 4.6: Invoice totals,
+        regional revenue, and reconciliation notes. Section 4.7: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.8: Invoice totals, regional revenue,
+        and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7228909820318221},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":4,"original_page":4},"content":"Confidential
+        | Page 4 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9192615240812302},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.018308080808080808,"width":0.22712418300653595,"height":0.011994949494949494,"page":5,"original_page":5},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9078197360038758},"extra":null},{"type":"Title","bbox":{"left":0.0727124183006536,"top":0.0422979797979798,"width":0.4305555555555556,"height":0.019570707070707072,"page":5,"original_page":5},"content":"Appendix
+        with Section Boundaries","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.920676475763321},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.09722222222222222,"width":0.09395424836601307,"height":0.023989898989898988,"page":5,"original_page":5},"content":"1.
+        Scope","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8958270728588105},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.0718954248366013,"top":0.16666666666666666,"width":0.12091503267973856,"height":0.015151515151515152,"page":5,"original_page":5},"content":"2.
+        Findings","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9091683983802795},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.2297979797979798,"width":0.22875816993464052,"height":0.012626262626262626,"page":5,"original_page":5},"content":"3.
+        Recommendations","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9221650391817092},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.26452020202020204,"page":5,"original_page":5},"content":"Section
+        5.1: Invoice totals, regional revenue, and reconciliation notes. Section 5.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 5.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.8: Invoice totals, regional revenue, and reconciliation
+        notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7166640102863311},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":5,"original_page":5},"content":"Confidential
+        | Page 5 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9235781162977219},"extra":null}]}],"ocr":null,"custom":null},"parse_mode":null,"document_properties":null}'
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+      - Wed, 02 Sep 2026 22:36:49 GMT
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and 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+        type: document_url
+      model: reducto/parse-v3
+      settings:
+        return_images:
+        - figure
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/a436a799c5b357564d0f79a3a7bd9d48b5029a972d1ede455a7a688aabcacf93.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/a436a799c5b357564d0f79a3a7bd9d48b5029a972d1ede455a7a688aabcacf93.yaml
new file mode 100644
index 00000000000..1c6cc414f32
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/a436a799c5b357564d0f79a3a7bd9d48b5029a972d1ede455a7a688aabcacf93.yaml
@@ -0,0 +1,728 @@
+interactions:
+- request:
+    body: !!binary |
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+        Operations Report\n\n# Invoice Summary and Line Items\n\n| Item                  |
+        Quantity   | Amount   |\n|-|-|-|\n| Document analysis     | 2          | 120.00   |\n|
+        Document verification | 1          | 80.00    |\n\n| Item continued     |
+        Quantity   | Amount   |\n|-|-|-|\n| Fixture validation | 3          | 45.00    |\n|
+        Provider review    | 1          | 25.00    |\n\nSection 1.1: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.2: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.3: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.4: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.5: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.6: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.7: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.8: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nConfidential | Page 1 of 5\n\nQuarterly
+        Operations Report","embed":"Quarterly Operations Report\n\n# Invoice Summary
+        and Line Items\n\nThis table details two services: document analysis, with
+        a quantity of 2 and an amount of 120.00, and document verification, with a
+        quantity of 1 and an amount of 80.00.\n\nThis table details two ongoing tasks:
+        fixture validation, with 3 instances costing $45.00, and provider review,
+        with 1 instance costing $25.00.\n\nSection 1.1: Invoice totals, regional revenue,
+        and reconciliation notes.\n\nSection 1.2: Invoice totals, regional revenue,
+        and reconciliation notes.\n\nSection 1.3: Invoice totals, regional revenue,
+        and reconciliation notes.\n\nSection 1.4: Invoice totals, regional revenue,
+        and reconciliation notes.\n\nSection 1.5: Invoice totals, regional revenue,
+        and reconciliation notes.\n\nSection 1.6: Invoice totals, regional revenue,
+        and reconciliation notes.\n\nSection 1.7: Invoice totals, regional revenue,
+        and reconciliation notes.\n\nSection 1.8: Invoice totals, regional revenue,
+        and reconciliation notes.\n\nConfidential | Page 1 of 5\n\nQuarterly Operations
+        Report","enriched":null,"enrichment_success":false,"blocks":[{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.018308080808080808,"width":0.22712418300653595,"height":0.011994949494949494,"page":1,"original_page":1},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.908977261185646},"extra":null},{"type":"Title","bbox":{"left":0.07352941176470588,"top":0.037247474747474744,"width":0.40604575163398693,"height":0.027777777777777776,"page":1,"original_page":1},"content":"Invoice
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+        Item                  | Quantity   | Amount   |\n|-|-|-|\n| Document analysis     |
+        2          | 120.00   |\n| Document verification | 1          | 80.00    |","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9576186398665111},"extra":null},{"type":"Table","bbox":{"left":0.0727124183006536,"top":0.24116161616161616,"width":0.8488562091503268,"height":0.13320707070707072,"page":1,"original_page":1},"content":"|
+        Item continued     | Quantity   | Amount   |\n|-|-|-|\n| Fixture validation
+        | 3          | 45.00    |\n| Provider review    | 1          | 25.00    |","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9573022246360778},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.1: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7204042226076126},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4255050505050505,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.2: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6971822381019592},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.46085858585858586,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.3: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6927557319402695},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4962121212121212,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.4: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6769042581319809},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5315656565656566,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.5: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.683884510397911},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5669191919191919,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.6: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7034911513328552},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6022727272727273,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.7: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6940211951732635},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6376262626262627,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.8: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6971822381019592},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":1,"original_page":1},"content":"Confidential
+        | Page 1 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9209042668342591},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.017676767676767676,"width":0.22712418300653595,"height":0.012626262626262626,"page":2,"original_page":2},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9090005308389664},"extra":null}]},{"content":"#
+        Revenue Chart and Formula Review\n\nQuarterly revenue bar chart with four
+        blue bars labeled Q1, Q2, Q3, and Q4. Q1 is the lowest, Q2 is higher, Q3 is
+        lower than Q2, and Q4 is the tallest bar.\n\nBlue geometric line drawing on
+        a square grid, with a central square and diagonal lines extending to the grid
+        corners.\n\n\n\nFormula: gross margin = (revenue - cost) / revenue\n\n\n\nSection
+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 2 of 5\n\nQuarterly Operations Report\n\n# Key
+        Values, Link, Highlight, and Comment\n\nInvoice Number: INV-2048\n\nPurchase
+        Order: PO-4096\n\n## https://example.com/invoices/INV-2048\nHighlighted total
+        requiring review\n\nReviewer comment: verify the highlighted total before
+        approval","embed":"# Revenue Chart and Formula Review\n\nQuarterly revenue
+        bar chart with four blue bars labeled Q1, Q2, Q3, and Q4. Q1 is the lowest,
+        Q2 is higher, Q3 is lower than Q2, and Q4 is the tallest bar.\n\nBlue geometric
+        line drawing on a square grid, with a central square and diagonal lines extending
+        to the grid corners.\n\n\n\nFormula: gross margin = (revenue - cost) / revenue\n\n\n\nSection
+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 2 of 5\n\nQuarterly Operations Report\n\n# Key
+        Values, Link, Highlight, and Comment\n\nInvoice Number: INV-2048\n\nPurchase
+        Order: PO-4096\n\n## https://example.com/invoices/INV-2048\nHighlighted total
+        requiring review\n\nReviewer comment: verify the highlighted total before
+        approval","enriched":null,"enrichment_success":false,"blocks":[{"type":"Title","bbox":{"left":0.07352941176470588,"top":0.037247474747474744,"width":0.4452614379084967,"height":0.027777777777777776,"page":2,"original_page":2},"content":"Revenue
+        Chart and Formula Review","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8688214063644409},"extra":null},{"type":"Figure","bbox":{"left":0.10457516339869281,"top":0.07386363636363637,"width":0.6070261437908496,"height":0.1849747474747475,"page":2,"original_page":2},"content":"Quarterly
+        revenue bar chart with four blue bars labeled Q1, Q2, Q3, and Q4. Q1 is the
+        lowest, Q2 is higher, Q3 is lower than Q2, and Q4 is the tallest bar.","image_url":null,"chart_data":null,"confidence":"low","granular_confidence":{"extract_confidence":null,"parse_confidence":0.4104905590415001},"extra":null},{"type":"Figure","bbox":{"left":0.741607666015625,"top":0.0819091796875,"width":0.11834716796875,"height":0.092529296875,"page":2,"original_page":2},"content":"Blue
+        geometric line drawing on a square grid, with a central square and diagonal
+        lines extending to the grid corners.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.303449621796608},"extra":null},{"type":"Figure","bbox":{"left":0.741546630859375,"top":0.20660400390625,"width":0.11749267578125,"height":0.0811767578125,"page":2,"original_page":2},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.28771371841430665},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.29292929292929293,"width":0.33169934640522875,"height":0.015782828282828284,"page":2,"original_page":2},"content":"Formula:
+        gross margin = (revenue - cost) / revenue","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9167426466941834},"extra":null},{"type":"Figure","bbox":{"left":0.7423095703125,"top":0.309906005859375,"width":0.076904296875,"height":0.06085205078125,"page":2,"original_page":2},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.3421227872371674},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.26452020202020204,"page":2,"original_page":2},"content":"Section
+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
+        notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6421052008867263},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":2,"original_page":2},"content":"Confidential
+        | Page 2 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9227842718362809},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.017676767676767676,"width":0.22712418300653595,"height":0.012626262626262626,"page":3,"original_page":3},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.805020660161972},"extra":null},{"type":"Title","bbox":{"left":0.07352941176470588,"top":0.037247474747474744,"width":0.5236928104575164,"height":0.027777777777777776,"page":3,"original_page":3},"content":"Key
+        Values, Link, Highlight, and Comment","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.907549238204956},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.09974747474747475,"width":0.23039215686274508,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Invoice
+        Number: INV-2048","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7455861002206803},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.13131313131313133,"width":0.22712418300653595,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Purchase
+        Order: PO-4096","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7557907789945602},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.26073232323232326,"width":0.3382352941176471,"height":0.03535353535353535,"page":3,"original_page":3},"content":"https://example.com/invoices/INV-2048\nHighlighted
+        total requiring review","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6238544598221779},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.3143939393939394,"width":0.5424836601307189,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Reviewer
+        comment: verify the highlighted total before approval","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6458791196346283},"extra":null},{"type":"Figure","bbox":{"left":0.848846435546875,"top":0.3119659423828125,"width":0.03472900390625,"height":0.025482177734375,"page":3,"original_page":3},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.35475045442581177},"extra":null}]},{"content":"#
+        Key Values, Link, Highlight, and Comment (cont.)\n\n## Revised total. 245.00\n\nSection
+        3.1: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.2: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.3: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.4: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.5: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.6: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.7: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.8: Invoice totals, regional revenue, and reconciliation notes.\n\nLinear
+        barcode.\n\nConfidential | Page 3 of 5\n\nQuarterly Operations Report","embed":"#
+        Key Values, Link, Highlight, and Comment (cont.)\n\n## Revised total. 245.00\n\nSection
+        3.1: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.2: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.3: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.4: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.5: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.6: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.7: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.8: Invoice totals, regional revenue, and reconciliation notes.\n\nLinear
+        barcode.\n\nConfidential | Page 3 of 5\n\nQuarterly Operations Report","enriched":null,"enrichment_success":false,"blocks":[{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.36426767676767674,"width":0.1830065359477124,"height":0.010732323232323232,"page":3,"original_page":3},"content":"Revised
+        total. 245.00","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7559733480215072},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.1: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7197816997766495},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4255050505050505,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.2: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7241321921348571},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.46085858585858586,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.3: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7395129382610321},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4962121212121212,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.4: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7290821939706802},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5315656565656566,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.5: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7154147416353225},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5669191919191919,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.6: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7340064704418182},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6022727272727273,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.7: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7154147416353225},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6376262626262627,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.8: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7204042226076126},"extra":null},{"type":"Figure","bbox":{"left":0.1739501953125,"top":0.74609375,"width":0.244873046875,"height":0.091796875,"page":3,"original_page":3},"content":"Linear
+        barcode.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6302859634160995},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":3,"original_page":3},"content":"Confidential
+        | Page 3 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9031270325183869},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.018308080808080808,"width":0.22712418300653595,"height":0.011994949494949494,"page":4,"original_page":4},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8802960753440857},"extra":null}]},{"content":"#
+        Approval Signature and Watermark\n\nApproved by: Jordan Lee\nSignature: <signature>\n\nSection
+        4.1: Invoice totals, regional revenue, and reconciliation notes. Section 4.2:
+        Invoice totals, regional revenue, and reconciliation notes. DRAFT Section
+        4.3: Invoice totals, regional revenue, and reconciliation notes. Section 4.4:
+        Invoice totals, regional revenue, and reconciliation notes. Section 4.5: Invoice
+        totals, regional revenue, and reconciliation notes. Section 4.6: Invoice totals,
+        regional revenue, and reconciliation notes. Section 4.7: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.8: Invoice totals, regional revenue,
+        and reconciliation notes.\n\nConfidential | Page 4 of 5\n\nQuarterly Operations
+        Report\n\n# Appendix with Section Boundaries\n\n## 1. Scope\n\n## 2. Findings","embed":"#
+        Approval Signature and Watermark\n\nApproved by: Jordan Lee\nSignature: <signature>\n\nSection
+        4.1: Invoice totals, regional revenue, and reconciliation notes. Section 4.2:
+        Invoice totals, regional revenue, and reconciliation notes. DRAFT Section
+        4.3: Invoice totals, regional revenue, and reconciliation notes. Section 4.4:
+        Invoice totals, regional revenue, and reconciliation notes. Section 4.5: Invoice
+        totals, regional revenue, and reconciliation notes. Section 4.6: Invoice totals,
+        regional revenue, and reconciliation notes. Section 4.7: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.8: Invoice totals, regional revenue,
+        and reconciliation notes.\n\nConfidential | Page 4 of 5\n\nQuarterly Operations
+        Report\n\n# Appendix with Section Boundaries\n\n## 1. Scope\n\n## 2. Findings","enriched":null,"enrichment_success":false,"blocks":[{"type":"Title","bbox":{"left":0.0718954248366013,"top":0.0422979797979798,"width":0.4387254901960784,"height":0.020833333333333332,"page":4,"original_page":4},"content":"Approval
+        Signature and Watermark","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9190816521644593},"extra":null},{"type":"Key
+        Value","bbox":{"left":0.07026143790849673,"top":0.18181818181818182,"width":0.43790849673202614,"height":0.09090909090909091,"page":4,"original_page":4},"content":"Approved
+        by: Jordan Lee\nSignature: <signature>","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8993409156799317},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.3434343434343434,"width":0.5016339869281046,"height":0.31123737373737376,"page":4,"original_page":4},"content":"Section
+        4.1: Invoice totals, regional revenue, and reconciliation notes. Section 4.2:
+        Invoice totals, regional revenue, and reconciliation notes. DRAFT Section
+        4.3: Invoice totals, regional revenue, and reconciliation notes. Section 4.4:
+        Invoice totals, regional revenue, and reconciliation notes. Section 4.5: Invoice
+        totals, regional revenue, and reconciliation notes. Section 4.6: Invoice totals,
+        regional revenue, and reconciliation notes. Section 4.7: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.8: Invoice totals, regional revenue,
+        and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7228909820318221},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":4,"original_page":4},"content":"Confidential
+        | Page 4 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9192615240812302},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.018308080808080808,"width":0.22712418300653595,"height":0.011994949494949494,"page":5,"original_page":5},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9078197360038758},"extra":null},{"type":"Title","bbox":{"left":0.0727124183006536,"top":0.0422979797979798,"width":0.4305555555555556,"height":0.019570707070707072,"page":5,"original_page":5},"content":"Appendix
+        with Section Boundaries","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.920676475763321},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.09722222222222222,"width":0.09395424836601307,"height":0.023989898989898988,"page":5,"original_page":5},"content":"1.
+        Scope","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8958270728588105},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.0718954248366013,"top":0.16666666666666666,"width":0.12091503267973856,"height":0.015151515151515152,"page":5,"original_page":5},"content":"2.
+        Findings","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9091683983802795},"extra":null}]},{"content":"#
+        Appendix with Section Boundaries (cont.)\n\n## 3. Recommendations\n\nSection
+        5.1: Invoice totals, regional revenue, and reconciliation notes. Section 5.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 5.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 5 of 5","embed":"# Appendix with Section Boundaries
+        (cont.)\n\n## 3. Recommendations\n\nSection 5.1: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.2: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.3: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.4: Invoice totals, regional revenue, and reconciliation
+        notes. Section 5.5: Invoice totals, regional revenue, and reconciliation notes.
+        Section 5.6: Invoice totals, regional revenue, and reconciliation notes. Section
+        5.7: Invoice totals, regional revenue, and reconciliation notes. Section 5.8:
+        Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 5 of 5","enriched":null,"enrichment_success":false,"blocks":[{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.2297979797979798,"width":0.22875816993464052,"height":0.012626262626262626,"page":5,"original_page":5},"content":"3.
+        Recommendations","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9221650391817092},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.26452020202020204,"page":5,"original_page":5},"content":"Section
+        5.1: Invoice totals, regional revenue, and reconciliation notes. Section 5.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 5.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.8: Invoice totals, regional revenue, and reconciliation
+        notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7166640102863311},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":5,"original_page":5},"content":"Confidential
+        | Page 5 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9235781162977219},"extra":null}]}],"ocr":null,"custom":null},"parse_mode":null,"document_properties":null}'
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+      - application/json
+      Date:
+      - Wed, 02 Sep 2026 22:36:34 GMT
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+      message: ''
+recorded_at: '2026-09-02T22:36:35.496556+00:00'
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+        document_url: 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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and 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+        type: document_url
+      model: reducto/parse-v3
+      retrieval:
+        chunking:
+          chunk_mode: variable
+        embedding_optimized: true
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/a45bd0537e9f26838a734dd93a56598588e66367dbf89e3985ef4437773d68db.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/a45bd0537e9f26838a734dd93a56598588e66367dbf89e3985ef4437773d68db.yaml
new file mode 100644
index 00000000000..d24c735f480
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/a45bd0537e9f26838a734dd93a56598588e66367dbf89e3985ef4437773d68db.yaml
@@ -0,0 +1,656 @@
+interactions:
+- request:
+    body: !!binary |
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+        Operations Report\n\n# Invoice Summary and Line Items\n\n| Item                  |
+        Quantity   | Amount   |\n|-|-|-|\n| Document analysis     | 2          | 120.00   |\n|
+        Document verification | 1          | 80.00    |\n\n| Item continued     |
+        Quantity   | Amount   |\n|-|-|-|\n| Fixture validation | 3          | 45.00    |\n|
+        Provider review    | 1          | 25.00    |\n\nSection 1.1: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.2: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.3: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.4: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.5: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.6: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.7: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.8: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nConfidential | Page 1 of 5\n\nQuarterly
+        Operations Report\n\n# Revenue Chart and Formula Review\n\nQuarterly revenue
+        bar chart with four blue bars labeled Q1 through Q4. Q1 is the lowest, Q2
+        is higher, Q3 is lower than Q2, and Q4 is the tallest bar.\n\nBlue geometric
+        line drawing on a square grid, with a central square and diagonal lines extending
+        to the grid corners.\n\n\n\nFormula: gross margin = (revenue - cost) / revenue\n\n\n\nSection
+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 2 of 5\n\nQuarterly Operations Report\n\n# Key
+        Values, Link, Highlight, and Comment\n\nInvoice Number: INV-2048\n\nPurchase
+        Order: PO-4096\n\n## https://example.com/invoices/INV-2048\nHighlighted total
+        requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\n\n\n## Revised total. 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nLinear barcode.\n\nConfidential | Page
+        3 of 5","embed":"Quarterly Operations Report\n\n# Invoice Summary and Line
+        Items\n\n| Item                  | Quantity   | Amount   |\n|-|-|-|\n| Document
+        analysis     | 2          | 120.00   |\n| Document verification | 1          |
+        80.00    |\n\n| Item continued     | Quantity   | Amount   |\n|-|-|-|\n| Fixture
+        validation | 3          | 45.00    |\n| Provider review    | 1          |
+        25.00    |\n\nSection 1.1: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.2: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.3: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.4: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.5: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.6: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.7: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 1 of 5\n\nQuarterly Operations Report\n\n# Revenue
+        Chart and Formula Review\n\nQuarterly revenue bar chart with four blue bars
+        labeled Q1 through Q4. Q1 is the lowest, Q2 is higher, Q3 is lower than Q2,
+        and Q4 is the tallest bar.\n\nBlue geometric line drawing on a square grid,
+        with a central square and diagonal lines extending to the grid corners.\n\n\n\nFormula:
+        gross margin = (revenue - cost) / revenue\n\n\n\nSection 2.1: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.2: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.3: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.4: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.5: Invoice totals, regional revenue, and reconciliation
+        notes. Section 2.6: Invoice totals, regional revenue, and reconciliation notes.
+        Section 2.7: Invoice totals, regional revenue, and reconciliation notes. Section
+        2.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 2 of 5\n\nQuarterly Operations Report\n\n# Key Values, Link, Highlight,
+        and Comment\n\nInvoice Number: INV-2048\n\nPurchase Order: PO-4096\n\n## https://example.com/invoices/INV-2048\nHighlighted
+        total requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\n\n\n## Revised total. 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nLinear barcode.\n\nConfidential | Page
+        3 of 5","enriched":null,"enrichment_success":false,"blocks":[{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.018308080808080808,"width":0.22712418300653595,"height":0.011994949494949494,"page":1,"original_page":1},"content":"Quarterly
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+        Item                  | Quantity   | Amount   |\n|-|-|-|\n| Document analysis     |
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+        Item continued     | Quantity   | Amount   |\n|-|-|-|\n| Fixture validation
+        | 3          | 45.00    |\n| Provider review    | 1          | 25.00    |","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9573022246360778},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.1: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7204042226076126},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4255050505050505,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.2: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6971822381019592},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.46085858585858586,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.3: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6927557319402695},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4962121212121212,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.4: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6769042581319809},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5315656565656566,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.5: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.683884510397911},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5669191919191919,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.6: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7034911513328552},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6022727272727273,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.7: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6940211951732635},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6376262626262627,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.8: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6971822381019592},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":1,"original_page":1},"content":"Confidential
+        | Page 1 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9209042668342591},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.017676767676767676,"width":0.22712418300653595,"height":0.012626262626262626,"page":2,"original_page":2},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9090005308389664},"extra":null},{"type":"Title","bbox":{"left":0.07352941176470588,"top":0.037247474747474744,"width":0.4452614379084967,"height":0.027777777777777776,"page":2,"original_page":2},"content":"Revenue
+        Chart and Formula Review","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8688214063644409},"extra":null},{"type":"Figure","bbox":{"left":0.10457516339869281,"top":0.07386363636363637,"width":0.6070261437908496,"height":0.1849747474747475,"page":2,"original_page":2},"content":"Quarterly
+        revenue bar chart with four blue bars labeled Q1 through Q4. Q1 is the lowest,
+        Q2 is higher, Q3 is lower than Q2, and Q4 is the tallest bar.","image_url":null,"chart_data":null,"confidence":"low","granular_confidence":{"extract_confidence":null,"parse_confidence":0.4104905590415001},"extra":null},{"type":"Figure","bbox":{"left":0.741607666015625,"top":0.0819091796875,"width":0.11834716796875,"height":0.092529296875,"page":2,"original_page":2},"content":"Blue
+        geometric line drawing on a square grid, with a central square and diagonal
+        lines extending to the grid corners.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.303449621796608},"extra":null},{"type":"Figure","bbox":{"left":0.741546630859375,"top":0.20660400390625,"width":0.11749267578125,"height":0.0811767578125,"page":2,"original_page":2},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.28771371841430665},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.29292929292929293,"width":0.33169934640522875,"height":0.015782828282828284,"page":2,"original_page":2},"content":"Formula:
+        gross margin = (revenue - cost) / revenue","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9167426466941834},"extra":null},{"type":"Figure","bbox":{"left":0.7423095703125,"top":0.309906005859375,"width":0.076904296875,"height":0.06085205078125,"page":2,"original_page":2},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.3421227872371674},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.26452020202020204,"page":2,"original_page":2},"content":"Section
+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
+        notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6421052008867263},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":2,"original_page":2},"content":"Confidential
+        | Page 2 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9227842718362809},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.017676767676767676,"width":0.22712418300653595,"height":0.012626262626262626,"page":3,"original_page":3},"content":"Quarterly
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+        Values, Link, Highlight, and Comment","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.907549238204956},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.09974747474747475,"width":0.23039215686274508,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Invoice
+        Number: INV-2048","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7455861002206803},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.13131313131313133,"width":0.22712418300653595,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Purchase
+        Order: PO-4096","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7557907789945602},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.26073232323232326,"width":0.3382352941176471,"height":0.03535353535353535,"page":3,"original_page":3},"content":"https://example.com/invoices/INV-2048\nHighlighted
+        total requiring review","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6238544598221779},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.3143939393939394,"width":0.5424836601307189,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Reviewer
+        comment: verify the highlighted total before approval","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6458791196346283},"extra":null},{"type":"Figure","bbox":{"left":0.848846435546875,"top":0.3119659423828125,"width":0.03472900390625,"height":0.025482177734375,"page":3,"original_page":3},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.35475045442581177},"extra":null},{"type":"Section
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+        total. 245.00","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7559733480215072},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.1: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7197816997766495},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4255050505050505,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.2: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7241321921348571},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.46085858585858586,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.3: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7395129382610321},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4962121212121212,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.4: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7290821939706802},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5315656565656566,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.5: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7154147416353225},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5669191919191919,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.6: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7340064704418182},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6022727272727273,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and 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+        type: document_url
+      model: reducto/parse-v3
+      settings:
+        page_range:
+          end: 3
+          start: 1
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/a483870aa9315dca4279f6a6078e847ecadb049187e41cd927c1dda94135e6a6.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/a483870aa9315dca4279f6a6078e847ecadb049187e41cd927c1dda94135e6a6.yaml
new file mode 100644
index 00000000000..8699b760533
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/a483870aa9315dca4279f6a6078e847ecadb049187e41cd927c1dda94135e6a6.yaml
@@ -0,0 +1,720 @@
+interactions:
+- request:
+    body: !!binary |
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+        Operations Report\n\n# Invoice Summary and Line Items\n\n| Item                  |
+        Quantity   | Amount   |\n|-|-|-|\n| Document analysis     | 2          | 120.00   |\n|
+        Document verification | 1          | 80.00    |\n\n| Item continued     |
+        Quantity   | Amount   |\n|-|-|-|\n| Fixture validation | 3          | 45.00    |\n|
+        Provider review    | 1          | 25.00    |\n\nSection 1.1: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.2: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.3: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.4: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.5: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.6: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.7: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.8: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nConfidential | Page 1 of 5\n\nQuarterly
+        Operations Report\n\n# Revenue Chart and Formula Review\n\nQuarterly revenue
+        bar chart with four blue bars labeled Q1, Q2, Q3, and Q4. Q1 is the lowest,
+        Q2 is higher, Q3 is lower than Q2, and Q4 is the tallest bar.\n\nBlue geometric
+        line drawing on a square grid, with a central square and diagonal lines extending
+        to the grid corners.\n\n\n\nFormula: gross margin = (revenue - cost) / revenue\n\n\n\nSection
+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 2 of 5\n\nQuarterly Operations Report\n\n# Key
+        Values, Link, Highlight, and Comment\n\nInvoice Number: INV-2048\n\nPurchase
+        Order: PO-4096\n\n## https://example.com/invoices/INV-2048\nHighlighted total
+        requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\n\n\n## Revised total. 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nLinear barcode.\n\nConfidential | Page
+        3 of 5\n\nQuarterly Operations Report\n\n# Approval Signature and Watermark\n\nApproved
+        by: Jordan Lee\nSignature: <signature>\n\nSection 4.1: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.2: Invoice totals, regional revenue,
+        and reconciliation notes. DRAFT Section 4.3: Invoice totals, regional revenue,
+        and reconciliation notes. Section 4.4: Invoice totals, regional revenue, and
+        reconciliation notes. Section 4.5: Invoice totals, regional revenue, and reconciliation
+        notes. Section 4.6: Invoice totals, regional revenue, and reconciliation notes.
+        Section 4.7: Invoice totals, regional revenue, and reconciliation notes. Section
+        4.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 4 of 5\n\nQuarterly Operations Report\n\n# Appendix with Section Boundaries\n\n##
+        1. Scope\n\n## 2. Findings\n\n## 3. Recommendations\n\nSection 5.1: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.2: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.3: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.4: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.5: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.6: Invoice totals, regional revenue, and reconciliation
+        notes. Section 5.7: Invoice totals, regional revenue, and reconciliation notes.
+        Section 5.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 5 of 5","embed":"Quarterly Operations Report\n\n# Invoice Summary and
+        Line Items\n\n| Item                  | Quantity   | Amount   |\n|-|-|-|\n|
+        Document analysis     | 2          | 120.00   |\n| Document verification |
+        1          | 80.00    |\n\n| Item continued     | Quantity   | Amount   |\n|-|-|-|\n|
+        Fixture validation | 3          | 45.00    |\n| Provider review    | 1          |
+        25.00    |\n\nSection 1.1: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.2: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.3: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.4: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.5: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.6: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.7: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 1 of 5\n\nQuarterly Operations Report\n\n# Revenue
+        Chart and Formula Review\n\nQuarterly revenue bar chart with four blue bars
+        labeled Q1, Q2, Q3, and Q4. Q1 is the lowest, Q2 is higher, Q3 is lower than
+        Q2, and Q4 is the tallest bar.\n\nBlue geometric line drawing on a square
+        grid, with a central square and diagonal lines extending to the grid corners.\n\n\n\nFormula:
+        gross margin = (revenue - cost) / revenue\n\n\n\nSection 2.1: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.2: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.3: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.4: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.5: Invoice totals, regional revenue, and reconciliation
+        notes. Section 2.6: Invoice totals, regional revenue, and reconciliation notes.
+        Section 2.7: Invoice totals, regional revenue, and reconciliation notes. Section
+        2.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 2 of 5\n\nQuarterly Operations Report\n\n# Key Values, Link, Highlight,
+        and Comment\n\nInvoice Number: INV-2048\n\nPurchase Order: PO-4096\n\n## https://example.com/invoices/INV-2048\nHighlighted
+        total requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\n\n\n## Revised total. 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nLinear barcode.\n\nConfidential | Page
+        3 of 5\n\nQuarterly Operations Report\n\n# Approval Signature and Watermark\n\nApproved
+        by: Jordan Lee\nSignature: <signature>\n\nSection 4.1: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.2: Invoice totals, regional revenue,
+        and reconciliation notes. DRAFT Section 4.3: Invoice totals, regional revenue,
+        and reconciliation notes. Section 4.4: Invoice totals, regional revenue, and
+        reconciliation notes. Section 4.5: Invoice totals, regional revenue, and reconciliation
+        notes. Section 4.6: Invoice totals, regional revenue, and reconciliation notes.
+        Section 4.7: Invoice totals, regional revenue, and reconciliation notes. Section
+        4.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 4 of 5\n\nQuarterly Operations Report\n\n# Appendix with Section Boundaries\n\n##
+        1. Scope\n\n## 2. Findings\n\n## 3. Recommendations\n\nSection 5.1: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.2: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.3: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.4: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.5: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.6: Invoice totals, regional revenue, and reconciliation
+        notes. Section 5.7: Invoice totals, regional revenue, and reconciliation notes.
+        Section 5.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
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+        Item                  | Quantity   | Amount   |\n|-|-|-|\n| Document analysis     |
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+        Item continued     | Quantity   | Amount   |\n|-|-|-|\n| Fixture validation
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+        1.1: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7204042226076126},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4255050505050505,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.2: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6971822381019592},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.46085858585858586,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.3: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6927557319402695},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4962121212121212,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.4: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6769042581319809},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5315656565656566,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.5: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.683884510397911},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5669191919191919,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
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+        1.8: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6971822381019592},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":1,"original_page":1},"content":"Confidential
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+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9090005308389664},"extra":null},{"type":"Title","bbox":{"left":0.07352941176470588,"top":0.037247474747474744,"width":0.4452614379084967,"height":0.027777777777777776,"page":2,"original_page":2},"content":"Revenue
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+        revenue bar chart with four blue bars labeled Q1, Q2, Q3, and Q4. Q1 is the
+        lowest, Q2 is higher, Q3 is lower than Q2, and Q4 is the tallest bar.","image_url":null,"chart_data":null,"confidence":"low","granular_confidence":{"extract_confidence":null,"parse_confidence":0.41049053817987446},"extra":null},{"type":"Figure","bbox":{"left":0.741607666015625,"top":0.0819091796875,"width":0.11834716796875,"height":0.092529296875,"page":2,"original_page":2},"content":"Blue
+        geometric line drawing on a square grid, with a central square and diagonal
+        lines extending to the grid corners.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.303449621796608},"extra":null},{"type":"Figure","bbox":{"left":0.741546630859375,"top":0.20660400390625,"width":0.11749267578125,"height":0.0811767578125,"page":2,"original_page":2},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.28771371841430665},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.29292929292929293,"width":0.33169934640522875,"height":0.015782828282828284,"page":2,"original_page":2},"content":"Formula:
+        gross margin = (revenue - cost) / revenue","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9167426466941834},"extra":null},{"type":"Figure","bbox":{"left":0.7423095703125,"top":0.309906005859375,"width":0.076904296875,"height":0.06085205078125,"page":2,"original_page":2},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.3421227872371674},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.26452020202020204,"page":2,"original_page":2},"content":"Section
+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
+        notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6421052008867263},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":2,"original_page":2},"content":"Confidential
+        | Page 2 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9227842718362809},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.017676767676767676,"width":0.22712418300653595,"height":0.012626262626262626,"page":3,"original_page":3},"content":"Quarterly
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+        Values, Link, Highlight, and Comment","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.907549238204956},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.09974747474747475,"width":0.23039215686274508,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Invoice
+        Number: INV-2048","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7455861002206803},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.13131313131313133,"width":0.22712418300653595,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Purchase
+        Order: PO-4096","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7557907789945602},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.26073232323232326,"width":0.3382352941176471,"height":0.03535353535353535,"page":3,"original_page":3},"content":"https://example.com/invoices/INV-2048\nHighlighted
+        total requiring review","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6238544598221779},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.3143939393939394,"width":0.5424836601307189,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Reviewer
+        comment: verify the highlighted total before approval","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6458791196346283},"extra":null},{"type":"Figure","bbox":{"left":0.848846435546875,"top":0.3119659423828125,"width":0.03472900390625,"height":0.025482177734375,"page":3,"original_page":3},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.35475045442581177},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.36426767676767674,"width":0.1830065359477124,"height":0.010732323232323232,"page":3,"original_page":3},"content":"Revised
+        total. 245.00","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7559733480215072},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.1: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7197816997766495},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4255050505050505,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.2: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7241321921348571},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.46085858585858586,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.3: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7395129382610321},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4962121212121212,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.4: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7290821939706802},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5315656565656566,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.5: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7154147416353225},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5669191919191919,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.6: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7340064704418182},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6022727272727273,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.7: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7154147416353225},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6376262626262627,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.8: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7204042226076126},"extra":null},{"type":"Figure","bbox":{"left":0.1739501953125,"top":0.74609375,"width":0.244873046875,"height":0.091796875,"page":3,"original_page":3},"content":"Linear
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+        | Page 3 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9031270325183869},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.018308080808080808,"width":0.22712418300653595,"height":0.011994949494949494,"page":4,"original_page":4},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8802960753440857},"extra":null},{"type":"Title","bbox":{"left":0.0718954248366013,"top":0.0422979797979798,"width":0.4387254901960784,"height":0.020833333333333332,"page":4,"original_page":4},"content":"Approval
+        Signature and Watermark","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9190816521644593},"extra":null},{"type":"Key
+        Value","bbox":{"left":0.07026143790849673,"top":0.18181818181818182,"width":0.43790849673202614,"height":0.09090909090909091,"page":4,"original_page":4},"content":"Approved
+        by: Jordan Lee\nSignature: <signature>","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8993409156799317},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.3434343434343434,"width":0.5016339869281046,"height":0.31123737373737376,"page":4,"original_page":4},"content":"Section
+        4.1: Invoice totals, regional revenue, and reconciliation notes. Section 4.2:
+        Invoice totals, regional revenue, and reconciliation notes. DRAFT Section
+        4.3: Invoice totals, regional revenue, and reconciliation notes. Section 4.4:
+        Invoice totals, regional revenue, and reconciliation notes. Section 4.5: Invoice
+        totals, regional revenue, and reconciliation notes. Section 4.6: Invoice totals,
+        regional revenue, and reconciliation notes. Section 4.7: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.8: Invoice totals, regional revenue,
+        and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7228909820318221},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":4,"original_page":4},"content":"Confidential
+        | Page 4 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9192615240812302},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.018308080808080808,"width":0.22712418300653595,"height":0.011994949494949494,"page":5,"original_page":5},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9078197360038758},"extra":null},{"type":"Title","bbox":{"left":0.0727124183006536,"top":0.0422979797979798,"width":0.4305555555555556,"height":0.019570707070707072,"page":5,"original_page":5},"content":"Appendix
+        with Section Boundaries","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9206647515296936},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.09722222222222222,"width":0.09395424836601307,"height":0.023989898989898988,"page":5,"original_page":5},"content":"1.
+        Scope","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8958270728588105},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.0718954248366013,"top":0.16666666666666666,"width":0.12091503267973856,"height":0.015151515151515152,"page":5,"original_page":5},"content":"2.
+        Findings","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9091800391674041},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.2297979797979798,"width":0.22875816993464052,"height":0.012626262626262626,"page":5,"original_page":5},"content":"3.
+        Recommendations","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9221650391817092},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.26452020202020204,"page":5,"original_page":5},"content":"Section
+        5.1: Invoice totals, regional revenue, and reconciliation notes. Section 5.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 5.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.8: Invoice totals, regional revenue, and reconciliation
+        notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7166640102863311},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":5,"original_page":5},"content":"Confidential
+        | Page 5 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9235781162977219},"extra":null}]}],"ocr":null,"custom":null},"parse_mode":null,"document_properties":null}'
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+      - Wed, 02 Sep 2026 22:37:15 GMT
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+      message: ''
+recorded_at: '2026-09-02T22:37:15.248232+00:00'
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and 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+        type: document_url
+      formatting:
+        table_output_format: md
+      model: reducto/parse-v3
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/a82f48d21ae350e2166374f9b1340b44e1a532ccadd38c0178ffe7981eca4205.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/a82f48d21ae350e2166374f9b1340b44e1a532ccadd38c0178ffe7981eca4205.yaml
new file mode 100644
index 00000000000..7e8d0c76121
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/a82f48d21ae350e2166374f9b1340b44e1a532ccadd38c0178ffe7981eca4205.yaml
@@ -0,0 +1,680 @@
+interactions:
+- request:
+    body: !!binary |
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+        Operations Report\n\n# Invoice Summary and Line Items\n\n| Item                  |
+        Quantity   | Amount   |\n|-|-|-|\n| Document analysis     | 2          | 120.00   |\n|
+        Document verification | 1          | 80.00    |\n\n| Item continued     |
+        Quantity   | Amount   |\n|-|-|-|\n| Fixture validation | 3          | 45.00    |\n|
+        Provider review    | 1          | 25.00    |\n\nSection 1.1: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.2: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.3: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.4: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.5: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.6: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.7: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.8: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nConfidential | Page 1 of 5\n\nQuarterly
+        Operations Report\n\n# Revenue Chart and Formula Review\n\nQuarterly revenue
+        bar chart with four blue bars labeled Q1, Q2, Q3, and Q4. Q1 is the lowest,
+        Q2 is higher, Q3 is lower than Q2, and Q4 is the tallest bar.\n\nBlue geometric
+        line drawing on a square grid, with a central square and diagonal lines extending
+        to the grid corners.\n\n\n\nFormula: gross margin = (revenue - cost) / revenue\n\n\n\nSection
+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 2 of 5\n\nQuarterly Operations Report\n\n# Approval
+        Signature and Watermark\n\nApproved by: Jordan Lee\nSignature: <signature>\n\nSection
+        4.1: Invoice totals, regional revenue, and reconciliation notes. Section 4.2:
+        Invoice totals, regional revenue, and reconciliation notes. DRAFT Section
+        4.3: Invoice totals, regional revenue, and reconciliation notes. Section 4.4:
+        Invoice totals, regional revenue, and reconciliation notes. Section 4.5: Invoice
+        totals, regional revenue, and reconciliation notes. Section 4.6: Invoice totals,
+        regional revenue, and reconciliation notes. Section 4.7: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.8: Invoice totals, regional revenue,
+        and reconciliation notes.\n\nConfidential | Page 4 of 5\n\nQuarterly Operations
+        Report\n\n# Appendix with Section Boundaries\n\n## 1. Scope\n\n## 2. Findings\n\n##
+        3. Recommendations\n\nSection 5.1: Invoice totals, regional revenue, and reconciliation
+        notes. Section 5.2: Invoice totals, regional revenue, and reconciliation notes.
+        Section 5.3: Invoice totals, regional revenue, and reconciliation notes. Section
+        5.4: Invoice totals, regional revenue, and reconciliation notes. Section 5.5:
+        Invoice totals, regional revenue, and reconciliation notes. Section 5.6: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.7: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nConfidential | Page 5 of 5","embed":"Quarterly
+        Operations Report\n\n# Invoice Summary and Line Items\n\n| Item                  |
+        Quantity   | Amount   |\n|-|-|-|\n| Document analysis     | 2          | 120.00   |\n|
+        Document verification | 1          | 80.00    |\n\n| Item continued     |
+        Quantity   | Amount   |\n|-|-|-|\n| Fixture validation | 3          | 45.00    |\n|
+        Provider review    | 1          | 25.00    |\n\nSection 1.1: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.2: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.3: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.4: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.5: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.6: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.7: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.8: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nConfidential | Page 1 of 5\n\nQuarterly
+        Operations Report\n\n# Revenue Chart and Formula Review\n\nQuarterly revenue
+        bar chart with four blue bars labeled Q1, Q2, Q3, and Q4. Q1 is the lowest,
+        Q2 is higher, Q3 is lower than Q2, and Q4 is the tallest bar.\n\nBlue geometric
+        line drawing on a square grid, with a central square and diagonal lines extending
+        to the grid corners.\n\n\n\nFormula: gross margin = (revenue - cost) / revenue\n\n\n\nSection
+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 2 of 5\n\nQuarterly Operations Report\n\n# Approval
+        Signature and Watermark\n\nApproved by: Jordan Lee\nSignature: <signature>\n\nSection
+        4.1: Invoice totals, regional revenue, and reconciliation notes. Section 4.2:
+        Invoice totals, regional revenue, and reconciliation notes. DRAFT Section
+        4.3: Invoice totals, regional revenue, and reconciliation notes. Section 4.4:
+        Invoice totals, regional revenue, and reconciliation notes. Section 4.5: Invoice
+        totals, regional revenue, and reconciliation notes. Section 4.6: Invoice totals,
+        regional revenue, and reconciliation notes. Section 4.7: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.8: Invoice totals, regional revenue,
+        and reconciliation notes.\n\nConfidential | Page 4 of 5\n\nQuarterly Operations
+        Report\n\n# Appendix with Section Boundaries\n\n## 1. Scope\n\n## 2. Findings\n\n##
+        3. Recommendations\n\nSection 5.1: Invoice totals, regional revenue, and reconciliation
+        notes. Section 5.2: Invoice totals, regional revenue, and reconciliation notes.
+        Section 5.3: Invoice totals, regional revenue, and reconciliation notes. Section
+        5.4: Invoice totals, regional revenue, and reconciliation notes. Section 5.5:
+        Invoice totals, regional revenue, and reconciliation notes. Section 5.6: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.7: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nConfidential | Page 5 of 5","enriched":null,"enrichment_success":false,"blocks":[{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.018308080808080808,"width":0.22712418300653595,"height":0.011994949494949494,"page":1,"original_page":1},"content":"Quarterly
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+        Item                  | Quantity   | Amount   |\n|-|-|-|\n| Document analysis     |
+        2          | 120.00   |\n| Document verification | 1          | 80.00    |","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9576186398665111},"extra":null},{"type":"Table","bbox":{"left":0.0727124183006536,"top":0.24116161616161616,"width":0.8488562091503268,"height":0.13320707070707072,"page":1,"original_page":1},"content":"|
+        Item continued     | Quantity   | Amount   |\n|-|-|-|\n| Fixture validation
+        | 3          | 45.00    |\n| Provider review    | 1          | 25.00    |","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9573022246360778},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.1: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7204042226076126},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4255050505050505,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.2: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6971822381019592},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.46085858585858586,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.3: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6927557319402695},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4962121212121212,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.4: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6769042581319809},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5315656565656566,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.5: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.683884510397911},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5669191919191919,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.6: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7034911513328552},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6022727272727273,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.7: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6940211951732635},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6376262626262627,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.8: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6971822381019592},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":1,"original_page":1},"content":"Confidential
+        | Page 1 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9209042668342591},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.017676767676767676,"width":0.22712418300653595,"height":0.012626262626262626,"page":2,"original_page":2},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9090005308389664},"extra":null},{"type":"Title","bbox":{"left":0.07352941176470588,"top":0.037247474747474744,"width":0.4452614379084967,"height":0.027777777777777776,"page":2,"original_page":2},"content":"Revenue
+        Chart and Formula Review","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8688214063644409},"extra":null},{"type":"Figure","bbox":{"left":0.10457516339869281,"top":0.07386363636363637,"width":0.6070261437908496,"height":0.1849747474747475,"page":2,"original_page":2},"content":"Quarterly
+        revenue bar chart with four blue bars labeled Q1, Q2, Q3, and Q4. Q1 is the
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+        geometric line drawing on a square grid, with a central square and diagonal
+        lines extending to the grid corners.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.303449621796608},"extra":null},{"type":"Figure","bbox":{"left":0.741546630859375,"top":0.20660400390625,"width":0.11749267578125,"height":0.0811767578125,"page":2,"original_page":2},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.28771371841430665},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.29292929292929293,"width":0.33169934640522875,"height":0.015782828282828284,"page":2,"original_page":2},"content":"Formula:
+        gross margin = (revenue - cost) / revenue","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9167426466941834},"extra":null},{"type":"Figure","bbox":{"left":0.7423095703125,"top":0.309906005859375,"width":0.076904296875,"height":0.06085205078125,"page":2,"original_page":2},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.3421227872371674},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.26452020202020204,"page":2,"original_page":2},"content":"Section
+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
+        notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6421052008867263},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":2,"original_page":2},"content":"Confidential
+        | Page 2 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9227842718362809},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.018308080808080808,"width":0.22712418300653595,"height":0.011994949494949494,"page":3,"original_page":4},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8802960753440857},"extra":null},{"type":"Title","bbox":{"left":0.0718954248366013,"top":0.0422979797979798,"width":0.4387254901960784,"height":0.020833333333333332,"page":3,"original_page":4},"content":"Approval
+        Signature and Watermark","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9190816521644593},"extra":null},{"type":"Key
+        Value","bbox":{"left":0.07026143790849673,"top":0.18181818181818182,"width":0.43790849673202614,"height":0.09090909090909091,"page":3,"original_page":4},"content":"Approved
+        by: Jordan Lee\nSignature: <signature>","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8993409156799317},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.3434343434343434,"width":0.5016339869281046,"height":0.31123737373737376,"page":3,"original_page":4},"content":"Section
+        4.1: Invoice totals, regional revenue, and reconciliation notes. Section 4.2:
+        Invoice totals, regional revenue, and reconciliation notes. DRAFT Section
+        4.3: Invoice totals, regional revenue, and reconciliation notes. Section 4.4:
+        Invoice totals, regional revenue, and reconciliation notes. Section 4.5: Invoice
+        totals, regional revenue, and reconciliation notes. Section 4.6: Invoice totals,
+        regional revenue, and reconciliation notes. Section 4.7: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.8: Invoice totals, regional revenue,
+        and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7228909820318221},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":3,"original_page":4},"content":"Confidential
+        | Page 4 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9192615240812302},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.018308080808080808,"width":0.22712418300653595,"height":0.011994949494949494,"page":4,"original_page":5},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9078197360038758},"extra":null},{"type":"Title","bbox":{"left":0.0727124183006536,"top":0.0422979797979798,"width":0.4305555555555556,"height":0.019570707070707072,"page":4,"original_page":5},"content":"Appendix
+        with Section Boundaries","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9206647515296936},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.09722222222222222,"width":0.09395424836601307,"height":0.023989898989898988,"page":4,"original_page":5},"content":"1.
+        Scope","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8958270728588105},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.0718954248366013,"top":0.16666666666666666,"width":0.12091503267973856,"height":0.015151515151515152,"page":4,"original_page":5},"content":"2.
+        Findings","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9091800391674041},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.2297979797979798,"width":0.22875816993464052,"height":0.012626262626262626,"page":4,"original_page":5},"content":"3.
+        Recommendations","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9221650391817092},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.26452020202020204,"page":4,"original_page":5},"content":"Section
+        5.1: Invoice totals, regional revenue, and reconciliation notes. Section 5.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 5.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.8: Invoice totals, regional revenue, and reconciliation
+        notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7166640102863311},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":4,"original_page":5},"content":"Confidential
+        | Page 5 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9235781162977219},"extra":null}]}],"ocr":null,"custom":null},"parse_mode":null,"document_properties":null}'
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and 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+        type: document_url
+      model: reducto/parse-v3
+      settings:
+        page_range:
+        - end: 2
+          start: 1
+        - end: 5
+          start: 4
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/aec7ad8ecb51a53043a67a37e75f93ad6db11879293dad38d952512afe4d6d38.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/aec7ad8ecb51a53043a67a37e75f93ad6db11879293dad38d952512afe4d6d38.yaml
new file mode 100644
index 00000000000..dfc3f2d6d13
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/aec7ad8ecb51a53043a67a37e75f93ad6db11879293dad38d952512afe4d6d38.yaml
@@ -0,0 +1,741 @@
+interactions:
+- request:
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+        Invoice Summary and Line Items\n\n| Item                  | Quantity   | Amount   |\n|-|-|-|\n|
+        Document analysis     | 2          | 120.00   |\n| Document verification |
+        1          | 80.00    |\n\n| Item continued     | Quantity   | Amount   |\n|-|-|-|\n|
+        Fixture validation | 3          | 45.00    |\n| Provider review    | 1          |
+        25.00    |\n\nSection 1.1: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.2: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.3: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.4: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.5: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.6: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.7: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 1 of 5","embed":"# Invoice Summary and Line
+        Items\n\n| Item                  | Quantity   | Amount   |\n|-|-|-|\n| Document
+        analysis     | 2          | 120.00   |\n| Document verification | 1          |
+        80.00    |\n\n| Item continued     | Quantity   | Amount   |\n|-|-|-|\n| Fixture
+        validation | 3          | 45.00    |\n| Provider review    | 1          |
+        25.00    |\n\nSection 1.1: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.2: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.3: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.4: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.5: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.6: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.7: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 1 of 5","enriched":null,"enrichment_success":false,"blocks":[{"type":"Title","bbox":{"left":0.07352941176470588,"top":0.037247474747474744,"width":0.40604575163398693,"height":0.027777777777777776,"page":1,"original_page":1},"content":"Invoice
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+        Item                  | Quantity   | Amount   |\n|-|-|-|\n| Document analysis     |
+        2          | 120.00   |\n| Document verification | 1          | 80.00    |","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9576186398665111},"extra":null},{"type":"Table","bbox":{"left":0.0727124183006536,"top":0.24116161616161616,"width":0.8488562091503268,"height":0.13320707070707072,"page":1,"original_page":1},"content":"|
+        Item continued     | Quantity   | Amount   |\n|-|-|-|\n| Fixture validation
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+        1.1: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7204042226076126},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4255050505050505,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.2: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6971822381019592},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.46085858585858586,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
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+        1.4: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6769042581319809},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5315656565656566,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.5: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.683884510397911},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5669191919191919,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
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+        1.8: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6971822381019592},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":1,"original_page":1},"content":"Confidential
+        | Page 1 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9209042668342591},"extra":null}]},{"content":"#
+        Invoice Summary and Line Items (cont.)\n\nQuarterly Operations Report","embed":"#
+        Invoice Summary and Line Items (cont.)\n\nQuarterly Operations Report","enriched":null,"enrichment_success":false,"blocks":[{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.017676767676767676,"width":0.22712418300653595,"height":0.012626262626262626,"page":2,"original_page":2},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9090005308389664},"extra":null}]},{"content":"#
+        Revenue Chart and Formula Review\n\nQuarterly revenue bar chart with four
+        blue bars labeled Q1 through Q4. Q1 is the lowest, Q2 is higher, Q3 is lower
+        than Q2, and Q4 is the tallest bar; no numeric scale or values are shown.\n\nBlue
+        geometric line drawing on a square grid, with a central square and diagonal
+        lines extending to the grid corners.\n\n\n\nFormula: gross margin = (revenue
+        - cost) / revenue\n\n\n\nSection 2.1: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.2: Invoice totals, regional revenue, and reconciliation
+        notes. Section 2.3: Invoice totals, regional revenue, and reconciliation notes.
+        Section 2.4: Invoice totals, regional revenue, and reconciliation notes. Section
+        2.5: Invoice totals, regional revenue, and reconciliation notes. Section 2.6:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.7: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.8: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nConfidential | Page 2 of 5","embed":"#
+        Revenue Chart and Formula Review\n\nQuarterly revenue bar chart with four
+        blue bars labeled Q1 through Q4. Q1 is the lowest, Q2 is higher, Q3 is lower
+        than Q2, and Q4 is the tallest bar; no numeric scale or values are shown.\n\nBlue
+        geometric line drawing on a square grid, with a central square and diagonal
+        lines extending to the grid corners.\n\n\n\nFormula: gross margin = (revenue
+        - cost) / revenue\n\n\n\nSection 2.1: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.2: Invoice totals, regional revenue, and reconciliation
+        notes. Section 2.3: Invoice totals, regional revenue, and reconciliation notes.
+        Section 2.4: Invoice totals, regional revenue, and reconciliation notes. Section
+        2.5: Invoice totals, regional revenue, and reconciliation notes. Section 2.6:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.7: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.8: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nConfidential | Page 2 of 5","enriched":null,"enrichment_success":false,"blocks":[{"type":"Title","bbox":{"left":0.07352941176470588,"top":0.037247474747474744,"width":0.4452614379084967,"height":0.027777777777777776,"page":2,"original_page":2},"content":"Revenue
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+        revenue bar chart with four blue bars labeled Q1 through Q4. Q1 is the lowest,
+        Q2 is higher, Q3 is lower than Q2, and Q4 is the tallest bar; no numeric scale
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+        geometric line drawing on a square grid, with a central square and diagonal
+        lines extending to the grid corners.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.303449621796608},"extra":null},{"type":"Figure","bbox":{"left":0.741546630859375,"top":0.20660400390625,"width":0.11749267578125,"height":0.0811767578125,"page":2,"original_page":2},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.28771371841430665},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.29292929292929293,"width":0.33169934640522875,"height":0.015782828282828284,"page":2,"original_page":2},"content":"Formula:
+        gross margin = (revenue - cost) / revenue","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9167426466941834},"extra":null},{"type":"Figure","bbox":{"left":0.7423095703125,"top":0.309906005859375,"width":0.076904296875,"height":0.06085205078125,"page":2,"original_page":2},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.3421227872371674},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.26452020202020204,"page":2,"original_page":2},"content":"Section
+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
+        notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6421052008867263},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":2,"original_page":2},"content":"Confidential
+        | Page 2 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9227842718362809},"extra":null}]},{"content":"#
+        Revenue Chart and Formula Review (cont.)\n\nQuarterly Operations Report","embed":"#
+        Revenue Chart and Formula Review (cont.)\n\nQuarterly Operations Report","enriched":null,"enrichment_success":false,"blocks":[{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.017676767676767676,"width":0.22712418300653595,"height":0.012626262626262626,"page":3,"original_page":3},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.805020660161972},"extra":null}]},{"content":"#
+        Key Values, Link, Highlight, and Comment\n\nInvoice Number: INV-2048\n\nPurchase
+        Order: PO-4096","embed":"# Key Values, Link, Highlight, and Comment\n\nInvoice
+        Number: INV-2048\n\nPurchase Order: PO-4096","enriched":null,"enrichment_success":false,"blocks":[{"type":"Title","bbox":{"left":0.07352941176470588,"top":0.037247474747474744,"width":0.5236928104575164,"height":0.027777777777777776,"page":3,"original_page":3},"content":"Key
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+        Number: INV-2048","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7455861002206803},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.13131313131313133,"width":0.22712418300653595,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Purchase
+        Order: PO-4096","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7557907789945602},"extra":null}]},{"content":"#
+        Key Values, Link, Highlight, and Comment (cont.)\n\n## https://example.com/invoices/INV-2048\nHighlighted
+        total requiring review\n\nReviewer comment: verify the highlighted total before
+        approval","embed":"# Key Values, Link, Highlight, and Comment (cont.)\n\n##
+        https://example.com/invoices/INV-2048\nHighlighted total requiring review\n\nReviewer
+        comment: verify the highlighted total before approval","enriched":null,"enrichment_success":false,"blocks":[{"type":"Section
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+        Key Values, Link, Highlight, and Comment (cont.)\n\n## Revised total. 245.00\n\nSection
+        3.1: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.2: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.3: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.4: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.5: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.6: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.7: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.8: Invoice totals, regional revenue, and reconciliation notes.\n\nLinear
+        barcode.\n\nConfidential | Page 3 of 5","embed":"# Key Values, Link, Highlight,
+        and Comment (cont.)\n\n## Revised total. 245.00\n\nSection 3.1: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nLinear barcode.\n\nConfidential
+        | Page 3 of 5","enriched":null,"enrichment_success":false,"blocks":[{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.36426767676767674,"width":0.1830065359477124,"height":0.010732323232323232,"page":3,"original_page":3},"content":"Revised
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+        3.1: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7197816997766495},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4255050505050505,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.2: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7241321921348571},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.46085858585858586,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.3: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7395129382610321},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4962121212121212,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.4: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7290821939706802},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5315656565656566,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.5: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7154147416353225},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5669191919191919,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.6: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7340064704418182},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6022727272727273,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.7: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7154147416353225},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6376262626262627,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.8: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7204042226076126},"extra":null},{"type":"Figure","bbox":{"left":0.1739501953125,"top":0.74609375,"width":0.244873046875,"height":0.091796875,"page":3,"original_page":3},"content":"Linear
+        barcode.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6302859634160995},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":3,"original_page":3},"content":"Confidential
+        | Page 3 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9031270325183869},"extra":null}]},{"content":"#
+        Key Values, Link, Highlight, and Comment (cont.)\n\n## Revised total. 245.00
+        (cont.)\n\nQuarterly Operations Report","embed":"# Key Values, Link, Highlight,
+        and Comment (cont.)\n\n## Revised total. 245.00 (cont.)\n\nQuarterly Operations
+        Report","enriched":null,"enrichment_success":false,"blocks":[{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.018308080808080808,"width":0.22712418300653595,"height":0.011994949494949494,"page":4,"original_page":4},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8802960753440857},"extra":null}]},{"content":"#
+        Approval Signature and Watermark\n\nApproved by: Jordan Lee\nSignature: <signature>\n\nSection
+        4.1: Invoice totals, regional revenue, and reconciliation notes. Section 4.2:
+        Invoice totals, regional revenue, and reconciliation notes. DRAFT Section
+        4.3: Invoice totals, regional revenue, and reconciliation notes. Section 4.4:
+        Invoice totals, regional revenue, and reconciliation notes. Section 4.5: Invoice
+        totals, regional revenue, and reconciliation notes. Section 4.6: Invoice totals,
+        regional revenue, and reconciliation notes. Section 4.7: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.8: Invoice totals, regional revenue,
+        and reconciliation notes.\n\nConfidential | Page 4 of 5","embed":"# Approval
+        Signature and Watermark\n\nApproved by: Jordan Lee\nSignature: <signature>\n\nSection
+        4.1: Invoice totals, regional revenue, and reconciliation notes. Section 4.2:
+        Invoice totals, regional revenue, and reconciliation notes. DRAFT Section
+        4.3: Invoice totals, regional revenue, and reconciliation notes. Section 4.4:
+        Invoice totals, regional revenue, and reconciliation notes. Section 4.5: Invoice
+        totals, regional revenue, and reconciliation notes. Section 4.6: Invoice totals,
+        regional revenue, and reconciliation notes. Section 4.7: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.8: Invoice totals, regional revenue,
+        and reconciliation notes.\n\nConfidential | Page 4 of 5","enriched":null,"enrichment_success":false,"blocks":[{"type":"Title","bbox":{"left":0.0718954248366013,"top":0.0422979797979798,"width":0.4387254901960784,"height":0.020833333333333332,"page":4,"original_page":4},"content":"Approval
+        Signature and Watermark","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9190816521644593},"extra":null},{"type":"Key
+        Value","bbox":{"left":0.07026143790849673,"top":0.18181818181818182,"width":0.43790849673202614,"height":0.09090909090909091,"page":4,"original_page":4},"content":"Approved
+        by: Jordan Lee\nSignature: <signature>","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8993409156799317},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.3434343434343434,"width":0.5016339869281046,"height":0.31123737373737376,"page":4,"original_page":4},"content":"Section
+        4.1: Invoice totals, regional revenue, and reconciliation notes. Section 4.2:
+        Invoice totals, regional revenue, and reconciliation notes. DRAFT Section
+        4.3: Invoice totals, regional revenue, and reconciliation notes. Section 4.4:
+        Invoice totals, regional revenue, and reconciliation notes. Section 4.5: Invoice
+        totals, regional revenue, and reconciliation notes. Section 4.6: Invoice totals,
+        regional revenue, and reconciliation notes. Section 4.7: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.8: Invoice totals, regional revenue,
+        and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7228909820318221},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":4,"original_page":4},"content":"Confidential
+        | Page 4 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9192615240812302},"extra":null}]},{"content":"#
+        Approval Signature and Watermark (cont.)\n\nQuarterly Operations Report","embed":"#
+        Approval Signature and Watermark (cont.)\n\nQuarterly Operations Report","enriched":null,"enrichment_success":false,"blocks":[{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.018308080808080808,"width":0.22712418300653595,"height":0.011994949494949494,"page":5,"original_page":5},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9078197360038758},"extra":null}]},{"content":"#
+        Appendix with Section Boundaries","embed":"# Appendix with Section Boundaries","enriched":null,"enrichment_success":false,"blocks":[{"type":"Title","bbox":{"left":0.0727124183006536,"top":0.0422979797979798,"width":0.4305555555555556,"height":0.019570707070707072,"page":5,"original_page":5},"content":"Appendix
+        with Section Boundaries","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.920676475763321},"extra":null}]},{"content":"#
+        Appendix with Section Boundaries (cont.)\n\n## 1. Scope","embed":"# Appendix
+        with Section Boundaries (cont.)\n\n## 1. Scope","enriched":null,"enrichment_success":false,"blocks":[{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.09722222222222222,"width":0.09395424836601307,"height":0.023989898989898988,"page":5,"original_page":5},"content":"1.
+        Scope","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8958270728588105},"extra":null}]},{"content":"#
+        Appendix with Section Boundaries (cont.)\n\n## 2. Findings","embed":"# Appendix
+        with Section Boundaries (cont.)\n\n## 2. Findings","enriched":null,"enrichment_success":false,"blocks":[{"type":"Section
+        Header","bbox":{"left":0.0718954248366013,"top":0.16666666666666666,"width":0.12091503267973856,"height":0.015151515151515152,"page":5,"original_page":5},"content":"2.
+        Findings","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9091683983802795},"extra":null}]},{"content":"#
+        Appendix with Section Boundaries (cont.)\n\n## 3. Recommendations\n\nSection
+        5.1: Invoice totals, regional revenue, and reconciliation notes. Section 5.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 5.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 5 of 5","embed":"# Appendix with Section Boundaries
+        (cont.)\n\n## 3. Recommendations\n\nSection 5.1: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.2: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.3: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.4: Invoice totals, regional revenue, and reconciliation
+        notes. Section 5.5: Invoice totals, regional revenue, and reconciliation notes.
+        Section 5.6: Invoice totals, regional revenue, and reconciliation notes. Section
+        5.7: Invoice totals, regional revenue, and reconciliation notes. Section 5.8:
+        Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 5 of 5","enriched":null,"enrichment_success":false,"blocks":[{"type":"Section
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+        5.1: Invoice totals, regional revenue, and reconciliation notes. Section 5.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 5.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.8: Invoice totals, regional revenue, and reconciliation
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and 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+        type: document_url
+      model: reducto/parse-v3
+      retrieval:
+        chunking:
+          chunk_mode: page_sections
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/afd1347bf1db8f63fdd5e562e2fa56a1d4bc26befbcaff7c02d4782720e93bf4.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/afd1347bf1db8f63fdd5e562e2fa56a1d4bc26befbcaff7c02d4782720e93bf4.yaml
new file mode 100644
index 00000000000..e98abb3059b
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/afd1347bf1db8f63fdd5e562e2fa56a1d4bc26befbcaff7c02d4782720e93bf4.yaml
@@ -0,0 +1,734 @@
+interactions:
+- request:
+    body: !!binary |
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+        Operations Report\n\n# Invoice Summary and Line Items\n\n| Item                  |
+        Quantity   | Amount   |\n|-|-|-|\n| Document analysis     | 2          | 120.00   |\n|
+        Document verification | 1          | 80.00    |\n\n| Item continued     |
+        Quantity   | Amount   |\n|-|-|-|\n| Fixture validation | 3          | 45.00    |\n|
+        Provider review    | 1          | 25.00    |\n\nSection 1.1: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.2: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.3: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.4: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.5: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.6: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.7: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.8: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nConfidential | Page 1 of 5\n\nQuarterly
+        Operations Report# Revenue Chart and Formula Revi","embed":"Quarterly Operations
+        Report\n\n# Invoice Summary and Line Items\n\n| Item                  | Quantity   |
+        Amount   |\n|-|-|-|\n| Document analysis     | 2          | 120.00   |\n|
+        Document verification | 1          | 80.00    |\n\n| Item continued     |
+        Quantity   | Amount   |\n|-|-|-|\n| Fixture validation | 3          | 45.00    |\n|
+        Provider review    | 1          | 25.00    |\n\nSection 1.1: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.2: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.3: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.4: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.5: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.6: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.7: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.8: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nConfidential | Page 1 of 5\n\nQuarterly
+        Operations Report# Revenue Chart and Formula Revi","enriched":null,"enrichment_success":false,"blocks":[{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.018308080808080808,"width":0.22712418300653595,"height":0.011994949494949494,"page":1,"original_page":1},"content":"Quarterly
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+        Item                  | Quantity   | Amount   |\n|-|-|-|\n| Document analysis     |
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+        Item continued     | Quantity   | Amount   |\n|-|-|-|\n| Fixture validation
+        | 3          | 45.00    |\n| Provider review    | 1          | 25.00    |","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9573022246360778},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.1: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7204042226076126},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4255050505050505,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.2: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6971822381019592},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.46085858585858586,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
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+        1.5: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.683884510397911},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5669191919191919,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.6: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7034911513328552},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6022727272727273,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
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+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9090005308389664},"extra":null}]},{"content":"f
+        5\n\nQuarterly Operations Report# Revenue Chart and Formula Review\n\nQuarterly
+        revenue bar chart with four blue bars labeled Q1, Q2, Q3, and Q4. Q1 is the
+        lowest, Q2 is higher, Q3 is lower than Q2, and Q4 is the tallest bar.\n\nBlue
+        geometric line drawing on a square grid, with a central square and diagonal
+        lines extending to the grid corners.\n\n\n\nFormula: gross margin = (revenue
+        - cost) / revenue\n\n\n\nSection 2.1: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.2: Invoice totals, regional revenue, and reconciliation
+        notes. Section 2.3: Invoice totals, regional revenue, and reconciliation notes.
+        Section 2.4: Invoice totals, regional revenue, and reconciliation notes. Section
+        2.5: Invoice totals, regional revenue, and reconciliation notes. Section 2.6:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.7: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.8: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nConfidential | Page 2 of 5\n\nQuarterly
+        Operations Report\n\n# Key Values, Link, Highlight, and Comment\n\nInvoice
+        Number: INV-2048\n\nPurchase Order: PO-4096\n\n## https://example.com/invoices/INV-2048\nHighlighted
+        total requiring review\n\nReviewer comment: verify the highlighted total before
+        approval# Key Values, Link, Highlight, a","embed":"f 5\n\nQuarterly Operations
+        Report# Revenue Chart and Formula Review\n\nQuarterly revenue bar chart with
+        four blue bars labeled Q1, Q2, Q3, and Q4. Q1 is the lowest, Q2 is higher,
+        Q3 is lower than Q2, and Q4 is the tallest bar.\n\nBlue geometric line drawing
+        on a square grid, with a central square and diagonal lines extending to the
+        grid corners.\n\n\n\nFormula: gross margin = (revenue - cost) / revenue\n\n\n\nSection
+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 2 of 5\n\nQuarterly Operations Report\n\n# Key
+        Values, Link, Highlight, and Comment\n\nInvoice Number: INV-2048\n\nPurchase
+        Order: PO-4096\n\n## https://example.com/invoices/INV-2048\nHighlighted total
+        requiring review\n\nReviewer comment: verify the highlighted total before
+        approval# Key Values, Link, Highlight, a","enriched":null,"enrichment_success":false,"blocks":[{"type":"Title","bbox":{"left":0.07352941176470588,"top":0.037247474747474744,"width":0.4452614379084967,"height":0.027777777777777776,"page":2,"original_page":2},"content":"Revenue
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+        revenue bar chart with four blue bars labeled Q1, Q2, Q3, and Q4. Q1 is the
+        lowest, Q2 is higher, Q3 is lower than Q2, and Q4 is the tallest bar.","image_url":null,"chart_data":null,"confidence":"low","granular_confidence":{"extract_confidence":null,"parse_confidence":0.41049053817987446},"extra":null},{"type":"Figure","bbox":{"left":0.741607666015625,"top":0.0819091796875,"width":0.11834716796875,"height":0.092529296875,"page":2,"original_page":2},"content":"Blue
+        geometric line drawing on a square grid, with a central square and diagonal
+        lines extending to the grid corners.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.303449621796608},"extra":null},{"type":"Figure","bbox":{"left":0.741546630859375,"top":0.20660400390625,"width":0.11749267578125,"height":0.0811767578125,"page":2,"original_page":2},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.28771371841430665},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.29292929292929293,"width":0.33169934640522875,"height":0.015782828282828284,"page":2,"original_page":2},"content":"Formula:
+        gross margin = (revenue - cost) / revenue","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9167426466941834},"extra":null},{"type":"Figure","bbox":{"left":0.7423095703125,"top":0.309906005859375,"width":0.076904296875,"height":0.06085205078125,"page":2,"original_page":2},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.3421227872371674},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.26452020202020204,"page":2,"original_page":2},"content":"Section
+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
+        notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6421052008867263},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":2,"original_page":2},"content":"Confidential
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+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.805020660161972},"extra":null},{"type":"Title","bbox":{"left":0.07352941176470588,"top":0.037247474747474744,"width":0.5236928104575164,"height":0.027777777777777776,"page":3,"original_page":3},"content":"Key
+        Values, Link, Highlight, and Comment","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.907549238204956},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.09974747474747475,"width":0.23039215686274508,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Invoice
+        Number: INV-2048","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7455861002206803},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.13131313131313133,"width":0.22712418300653595,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Purchase
+        Order: PO-4096","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7557907789945602},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.26073232323232326,"width":0.3382352941176471,"height":0.03535353535353535,"page":3,"original_page":3},"content":"https://example.com/invoices/INV-2048\nHighlighted
+        total requiring review","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6239689275622368},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.3143939393939394,"width":0.5424836601307189,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Reviewer
+        comment: verify the highlighted total before approval","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6458791196346283},"extra":null},{"type":"Figure","bbox":{"left":0.848846435546875,"top":0.3119659423828125,"width":0.03472900390625,"height":0.025482177734375,"page":3,"original_page":3},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.35475045442581177},"extra":null}]},{"content":"ighlighted
+        total before approval# Key Values, Link, Highlight, and Comment (cont.)\n\n##
+        Revised total. 245.00\n\nSection 3.1: Invoice totals, regional revenue, and
+        reconciliation notes.\n\nSection 3.2: Invoice totals, regional revenue, and
+        reconciliation notes.\n\nSection 3.3: Invoice totals, regional revenue, and
+        reconciliation notes.\n\nSection 3.4: Invoice totals, regional revenue, and
+        reconciliation notes.\n\nSection 3.5: Invoice totals, regional revenue, and
+        reconciliation notes.\n\nSection 3.6: Invoice totals, regional revenue, and
+        reconciliation notes.\n\nSection 3.7: Invoice totals, regional revenue, and
+        reconciliation notes.\n\nSection 3.8: Invoice totals, regional revenue, and
+        reconciliation notes.\n\nLinear barcode.\n\nConfidential | Page 3 of 5\n\nQuarterly
+        Operations Report# Approval Signature and Waterma","embed":"ighlighted total
+        before approval# Key Values, Link, Highlight, and Comment (cont.)\n\n## Revised
+        total. 245.00\n\nSection 3.1: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 3.2: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 3.3: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 3.4: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 3.5: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 3.6: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 3.7: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 3.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nLinear barcode.\n\nConfidential | Page 3 of 5\n\nQuarterly Operations
+        Report# Approval Signature and Waterma","enriched":null,"enrichment_success":false,"blocks":[{"type":"Section
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+        3.3: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7395129382610321},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4962121212121212,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.4: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7290821939706802},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5315656565656566,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.5: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7154147416353225},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5669191919191919,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.6: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7340064704418182},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6022727272727273,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.7: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7154147416353225},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6376262626262627,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.8: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7204042226076126},"extra":null},{"type":"Figure","bbox":{"left":0.1739501953125,"top":0.74609375,"width":0.244873046875,"height":0.091796875,"page":3,"original_page":3},"content":"Linear
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+        5\n\nQuarterly Operations Report# Approval Signature and Watermark\n\nApproved
+        by: Jordan Lee\nSignature: <signature>\n\nSection 4.1: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.2: Invoice totals, regional revenue,
+        and reconciliation notes. DRAFT Section 4.3: Invoice totals, regional revenue,
+        and reconciliation notes. Section 4.4: Invoice totals, regional revenue, and
+        reconciliation notes. Section 4.5: Invoice totals, regional revenue, and reconciliation
+        notes. Section 4.6: Invoice totals, regional revenue, and reconciliation notes.
+        Section 4.7: Invoice totals, regional revenue, and reconciliation notes. Section
+        4.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 4 of 5\n\nQuarterly Operations Report\n\n# Appendix with Section Boundaries\n\n##
+        1. Scope\n\n## 2. Findings# Appendix with Section Boundari","embed":"f 5\n\nQuarterly
+        Operations Report# Approval Signature and Watermark\n\nApproved by: Jordan
+        Lee\nSignature: <signature>\n\nSection 4.1: Invoice totals, regional revenue,
+        and reconciliation notes. Section 4.2: Invoice totals, regional revenue, and
+        reconciliation notes. DRAFT Section 4.3: Invoice totals, regional revenue,
+        and reconciliation notes. Section 4.4: Invoice totals, regional revenue, and
+        reconciliation notes. Section 4.5: Invoice totals, regional revenue, and reconciliation
+        notes. Section 4.6: Invoice totals, regional revenue, and reconciliation notes.
+        Section 4.7: Invoice totals, regional revenue, and reconciliation notes. Section
+        4.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 4 of 5\n\nQuarterly Operations Report\n\n# Appendix with Section Boundaries\n\n##
+        1. Scope\n\n## 2. Findings# Appendix with Section Boundari","enriched":null,"enrichment_success":false,"blocks":[{"type":"Title","bbox":{"left":0.0718954248366013,"top":0.0422979797979798,"width":0.4387254901960784,"height":0.020833333333333332,"page":4,"original_page":4},"content":"Approval
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+        4.1: Invoice totals, regional revenue, and reconciliation notes. Section 4.2:
+        Invoice totals, regional revenue, and reconciliation notes. DRAFT Section
+        4.3: Invoice totals, regional revenue, and reconciliation notes. Section 4.4:
+        Invoice totals, regional revenue, and reconciliation notes. Section 4.5: Invoice
+        totals, regional revenue, and reconciliation notes. Section 4.6: Invoice totals,
+        regional revenue, and reconciliation notes. Section 4.7: Invoice totals, regional
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+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9078197360038758},"extra":null},{"type":"Title","bbox":{"left":0.0727124183006536,"top":0.0422979797979798,"width":0.4305555555555556,"height":0.019570707070707072,"page":5,"original_page":5},"content":"Appendix
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+        Scope","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8958270728588105},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.0718954248366013,"top":0.16666666666666666,"width":0.12091503267973856,"height":0.015151515151515152,"page":5,"original_page":5},"content":"2.
+        Findings","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9091800391674041},"extra":null}]},{"content":"ies\n\n##
+        1. Scope\n\n## 2. Findings# Appendix with Section Boundaries (cont.)\n\n##
+        3. Recommendations\n\nSection 5.1: Invoice totals, regional revenue, and reconciliation
+        notes. Section 5.2: Invoice totals, regional revenue, and reconciliation notes.
+        Section 5.3: Invoice totals, regional revenue, and reconciliation notes. Section
+        5.4: Invoice totals, regional revenue, and reconciliation notes. Section 5.5:
+        Invoice totals, regional revenue, and reconciliation notes. Section 5.6: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.7: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nConfidential | Page 5 of 5","embed":"ies\n\n##
+        1. Scope\n\n## 2. Findings# Appendix with Section Boundaries (cont.)\n\n##
+        3. Recommendations\n\nSection 5.1: Invoice totals, regional revenue, and reconciliation
+        notes. Section 5.2: Invoice totals, regional revenue, and reconciliation notes.
+        Section 5.3: Invoice totals, regional revenue, and reconciliation notes. Section
+        5.4: Invoice totals, regional revenue, and reconciliation notes. Section 5.5:
+        Invoice totals, regional revenue, and reconciliation notes. Section 5.6: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.7: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nConfidential | Page 5 of 5","enriched":null,"enrichment_success":false,"blocks":[{"type":"Section
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+        5.1: Invoice totals, regional revenue, and reconciliation notes. Section 5.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 5.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.8: Invoice totals, regional revenue, and reconciliation
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+      - Wed, 02 Sep 2026 22:36:45 GMT
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and 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+        type: document_url
+      model: reducto/parse-v3
+      retrieval:
+        chunking:
+          chunk_mode: variable
+          chunk_overlap: 32
+          chunk_size: 1000
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/b7d1a63cd98061ef6d54f99209a28040c9321655860b528a6d1a4174252f5489.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/b7d1a63cd98061ef6d54f99209a28040c9321655860b528a6d1a4174252f5489.yaml
new file mode 100644
index 00000000000..8cabcf71955
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/b7d1a63cd98061ef6d54f99209a28040c9321655860b528a6d1a4174252f5489.yaml
@@ -0,0 +1,721 @@
+interactions:
+- request:
+    body: !!binary |
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+        Operations Report\n\n# Invoice Summary and Line Items\n\n| Item                  |
+        Quantity   | Amount   |\n|-|-|-|\n| Document analysis     | 2          | 120.00   |\n|
+        Document verification | 1          | 80.00    |\n\n| Item continued     |
+        Quantity   | Amount   |\n|-|-|-|\n| Fixture validation | 3          | 45.00    |\n|
+        Provider review    | 1          | 25.00    |\n\nSection 1.1: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.2: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.3: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.4: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.5: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.6: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.7: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.8: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nConfidential | Page 1 of 5\n\nQuarterly
+        Operations Report\n\n# Revenue Chart and Formula Review\n\nQuarterly revenue
+        bar chart with four blue bars labeled Q1, Q2, Q3, and Q4. Q1 is the lowest,
+        Q2 is higher, Q3 is lower than Q2, and Q4 is the tallest bar.\n\nBlue geometric
+        line drawing on a square grid, with a central square and diagonal lines extending
+        to the grid corners.\n\n\n\nFormula: gross margin = (revenue - cost) / revenue\n\n\n\nSection
+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 2 of 5\n\nQuarterly Operations Report\n\n# Key
+        Values, Link, Highlight, and Comment\n\nInvoice Number: INV-2048\n\nPurchase
+        Order: PO-4096\n\n## https://example.com/invoices/INV-2048\nHighlighted total
+        requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\n\n\n## Revised total. 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nLinear barcode.\n\nConfidential | Page
+        3 of 5\n\nQuarterly Operations Report\n\n# Approval Signature and Watermark\n\nApproved
+        by: Jordan Lee\nSignature: <signature>\n\nSection 4.1: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.2: Invoice totals, regional revenue,
+        and reconciliation notes. DRAFT Section 4.3: Invoice totals, regional revenue,
+        and reconciliation notes. Section 4.4: Invoice totals, regional revenue, and
+        reconciliation notes. Section 4.5: Invoice totals, regional revenue, and reconciliation
+        notes. Section 4.6: Invoice totals, regional revenue, and reconciliation notes.
+        Section 4.7: Invoice totals, regional revenue, and reconciliation notes. Section
+        4.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 4 of 5\n\nQuarterly Operations Report\n\n# Appendix with Section Boundaries\n\n##
+        1. Scope\n\n## 2. Findings\n\n## 3. Recommendations\n\nSection 5.1: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.2: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.3: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.4: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.5: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.6: Invoice totals, regional revenue, and reconciliation
+        notes. Section 5.7: Invoice totals, regional revenue, and reconciliation notes.
+        Section 5.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 5 of 5","embed":"Quarterly Operations Report\n\n# Invoice Summary and
+        Line Items\n\n| Item                  | Quantity   | Amount   |\n|-|-|-|\n|
+        Document analysis     | 2          | 120.00   |\n| Document verification |
+        1          | 80.00    |\n\n| Item continued     | Quantity   | Amount   |\n|-|-|-|\n|
+        Fixture validation | 3          | 45.00    |\n| Provider review    | 1          |
+        25.00    |\n\nSection 1.1: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.2: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.3: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.4: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.5: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.6: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.7: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 1 of 5\n\nQuarterly Operations Report\n\n# Revenue
+        Chart and Formula Review\n\nQuarterly revenue bar chart with four blue bars
+        labeled Q1, Q2, Q3, and Q4. Q1 is the lowest, Q2 is higher, Q3 is lower than
+        Q2, and Q4 is the tallest bar.\n\nBlue geometric line drawing on a square
+        grid, with a central square and diagonal lines extending to the grid corners.\n\n\n\nFormula:
+        gross margin = (revenue - cost) / revenue\n\n\n\nSection 2.1: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.2: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.3: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.4: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.5: Invoice totals, regional revenue, and reconciliation
+        notes. Section 2.6: Invoice totals, regional revenue, and reconciliation notes.
+        Section 2.7: Invoice totals, regional revenue, and reconciliation notes. Section
+        2.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 2 of 5\n\nQuarterly Operations Report\n\n# Key Values, Link, Highlight,
+        and Comment\n\nInvoice Number: INV-2048\n\nPurchase Order: PO-4096\n\n## https://example.com/invoices/INV-2048\nHighlighted
+        total requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\n\n\n## Revised total. 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nLinear barcode.\n\nConfidential | Page
+        3 of 5\n\nQuarterly Operations Report\n\n# Approval Signature and Watermark\n\nApproved
+        by: Jordan Lee\nSignature: <signature>\n\nSection 4.1: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.2: Invoice totals, regional revenue,
+        and reconciliation notes. DRAFT Section 4.3: Invoice totals, regional revenue,
+        and reconciliation notes. Section 4.4: Invoice totals, regional revenue, and
+        reconciliation notes. Section 4.5: Invoice totals, regional revenue, and reconciliation
+        notes. Section 4.6: Invoice totals, regional revenue, and reconciliation notes.
+        Section 4.7: Invoice totals, regional revenue, and reconciliation notes. Section
+        4.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 4 of 5\n\nQuarterly Operations Report\n\n# Appendix with Section Boundaries\n\n##
+        1. Scope\n\n## 2. Findings\n\n## 3. Recommendations\n\nSection 5.1: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.2: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.3: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.4: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.5: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.6: Invoice totals, regional revenue, and reconciliation
+        notes. Section 5.7: Invoice totals, regional revenue, and reconciliation notes.
+        Section 5.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
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+        Item continued     | Quantity   | Amount   |\n|-|-|-|\n| Fixture validation
+        | 3          | 45.00    |\n| Provider review    | 1          | 25.00    |","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9573022246360778},"extra":{"page_image_url":"https://prod-storage20241010144745140900000001.s3.amazonaws.com/org/8bd983d1-47dd-440b-93d8-431412d819bf/8142f7b4-7360-4c68-a652-63404be3dc90/page_f1e73dab30b647c5b77910a18361e7b2.png?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=AKIA2UOK6OVBOUYL7WYA%2F20260902%2Fus-west-2%2Fs3%2Faws4_request&X-Amz-Date=20260902T223709Z&X-Amz-Expires=43200&X-Amz-SignedHeaders=host&X-Amz-Signature=a7fad684cd70b54dc2eb9d24b2ef5b9c7d2ac3d02c04c0b3f7e477e3898ddcd8"}},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.1: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7204042226076126},"extra":{"page_image_url":"https://prod-storage20241010144745140900000001.s3.amazonaws.com/org/8bd983d1-47dd-440b-93d8-431412d819bf/8142f7b4-7360-4c68-a652-63404be3dc90/page_f1e73dab30b647c5b77910a18361e7b2.png?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=AKIA2UOK6OVBOUYL7WYA%2F20260902%2Fus-west-2%2Fs3%2Faws4_request&X-Amz-Date=20260902T223709Z&X-Amz-Expires=43200&X-Amz-SignedHeaders=host&X-Amz-Signature=a7fad684cd70b54dc2eb9d24b2ef5b9c7d2ac3d02c04c0b3f7e477e3898ddcd8"}},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4255050505050505,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.2: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6971822381019592},"extra":{"page_image_url":"https://prod-storage20241010144745140900000001.s3.amazonaws.com/org/8bd983d1-47dd-440b-93d8-431412d819bf/8142f7b4-7360-4c68-a652-63404be3dc90/page_f1e73dab30b647c5b77910a18361e7b2.png?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=AKIA2UOK6OVBOUYL7WYA%2F20260902%2Fus-west-2%2Fs3%2Faws4_request&X-Amz-Date=20260902T223709Z&X-Amz-Expires=43200&X-Amz-SignedHeaders=host&X-Amz-Signature=a7fad684cd70b54dc2eb9d24b2ef5b9c7d2ac3d02c04c0b3f7e477e3898ddcd8"}},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.46085858585858586,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.3: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6927557319402695},"extra":{"page_image_url":"https://prod-storage20241010144745140900000001.s3.amazonaws.com/org/8bd983d1-47dd-440b-93d8-431412d819bf/8142f7b4-7360-4c68-a652-63404be3dc90/page_f1e73dab30b647c5b77910a18361e7b2.png?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=AKIA2UOK6OVBOUYL7WYA%2F20260902%2Fus-west-2%2Fs3%2Faws4_request&X-Amz-Date=20260902T223709Z&X-Amz-Expires=43200&X-Amz-SignedHeaders=host&X-Amz-Signature=a7fad684cd70b54dc2eb9d24b2ef5b9c7d2ac3d02c04c0b3f7e477e3898ddcd8"}},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4962121212121212,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.4: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6769042581319809},"extra":{"page_image_url":"https://prod-storage20241010144745140900000001.s3.amazonaws.com/org/8bd983d1-47dd-440b-93d8-431412d819bf/8142f7b4-7360-4c68-a652-63404be3dc90/page_f1e73dab30b647c5b77910a18361e7b2.png?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=AKIA2UOK6OVBOUYL7WYA%2F20260902%2Fus-west-2%2Fs3%2Faws4_request&X-Amz-Date=20260902T223709Z&X-Amz-Expires=43200&X-Amz-SignedHeaders=host&X-Amz-Signature=a7fad684cd70b54dc2eb9d24b2ef5b9c7d2ac3d02c04c0b3f7e477e3898ddcd8"}},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5315656565656566,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.5: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.683884510397911},"extra":{"page_image_url":"https://prod-storage20241010144745140900000001.s3.amazonaws.com/org/8bd983d1-47dd-440b-93d8-431412d819bf/8142f7b4-7360-4c68-a652-63404be3dc90/page_f1e73dab30b647c5b77910a18361e7b2.png?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=AKIA2UOK6OVBOUYL7WYA%2F20260902%2Fus-west-2%2Fs3%2Faws4_request&X-Amz-Date=20260902T223709Z&X-Amz-Expires=43200&X-Amz-SignedHeaders=host&X-Amz-Signature=a7fad684cd70b54dc2eb9d24b2ef5b9c7d2ac3d02c04c0b3f7e477e3898ddcd8"}},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5669191919191919,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.6: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7034911513328552},"extra":{"page_image_url":"https://prod-storage20241010144745140900000001.s3.amazonaws.com/org/8bd983d1-47dd-440b-93d8-431412d819bf/8142f7b4-7360-4c68-a652-63404be3dc90/page_f1e73dab30b647c5b77910a18361e7b2.png?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=AKIA2UOK6OVBOUYL7WYA%2F20260902%2Fus-west-2%2Fs3%2Faws4_request&X-Amz-Date=20260902T223709Z&X-Amz-Expires=43200&X-Amz-SignedHeaders=host&X-Amz-Signature=a7fad684cd70b54dc2eb9d24b2ef5b9c7d2ac3d02c04c0b3f7e477e3898ddcd8"}},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6022727272727273,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.7: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6940211951732635},"extra":{"page_image_url":"https://prod-storage20241010144745140900000001.s3.amazonaws.com/org/8bd983d1-47dd-440b-93d8-431412d819bf/8142f7b4-7360-4c68-a652-63404be3dc90/page_f1e73dab30b647c5b77910a18361e7b2.png?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=AKIA2UOK6OVBOUYL7WYA%2F20260902%2Fus-west-2%2Fs3%2Faws4_request&X-Amz-Date=20260902T223709Z&X-Amz-Expires=43200&X-Amz-SignedHeaders=host&X-Amz-Signature=a7fad684cd70b54dc2eb9d24b2ef5b9c7d2ac3d02c04c0b3f7e477e3898ddcd8"}},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6376262626262627,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.8: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6971822381019592},"extra":{"page_image_url":"https://prod-storage20241010144745140900000001.s3.amazonaws.com/org/8bd983d1-47dd-440b-93d8-431412d819bf/8142f7b4-7360-4c68-a652-63404be3dc90/page_f1e73dab30b647c5b77910a18361e7b2.png?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=AKIA2UOK6OVBOUYL7WYA%2F20260902%2Fus-west-2%2Fs3%2Faws4_request&X-Amz-Date=20260902T223709Z&X-Amz-Expires=43200&X-Amz-SignedHeaders=host&X-Amz-Signature=a7fad684cd70b54dc2eb9d24b2ef5b9c7d2ac3d02c04c0b3f7e477e3898ddcd8"}},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":1,"original_page":1},"content":"Confidential
+        | Page 1 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9209042668342591},"extra":{"page_image_url":"https://prod-storage20241010144745140900000001.s3.amazonaws.com/org/8bd983d1-47dd-440b-93d8-431412d819bf/8142f7b4-7360-4c68-a652-63404be3dc90/page_f1e73dab30b647c5b77910a18361e7b2.png?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=AKIA2UOK6OVBOUYL7WYA%2F20260902%2Fus-west-2%2Fs3%2Faws4_request&X-Amz-Date=20260902T223709Z&X-Amz-Expires=43200&X-Amz-SignedHeaders=host&X-Amz-Signature=a7fad684cd70b54dc2eb9d24b2ef5b9c7d2ac3d02c04c0b3f7e477e3898ddcd8"}},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.017676767676767676,"width":0.22712418300653595,"height":0.012626262626262626,"page":2,"original_page":2},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9090005308389664},"extra":{"page_image_url":"https://prod-storage20241010144745140900000001.s3.amazonaws.com/org/8bd983d1-47dd-440b-93d8-431412d819bf/8142f7b4-7360-4c68-a652-63404be3dc90/page_e3543719374a40a69ff8f4b4c19f0bd8.png?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=AKIA2UOK6OVBOUYL7WYA%2F20260902%2Fus-west-2%2Fs3%2Faws4_request&X-Amz-Date=20260902T223709Z&X-Amz-Expires=43200&X-Amz-SignedHeaders=host&X-Amz-Signature=12b0caa109a1453fe139ac6828668584d8f40b009a151a84e240583176b0d4e7"}},{"type":"Title","bbox":{"left":0.07352941176470588,"top":0.037247474747474744,"width":0.4452614379084967,"height":0.027777777777777776,"page":2,"original_page":2},"content":"Revenue
+        Chart and Formula Review","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8688214063644409},"extra":{"page_image_url":"https://prod-storage20241010144745140900000001.s3.amazonaws.com/org/8bd983d1-47dd-440b-93d8-431412d819bf/8142f7b4-7360-4c68-a652-63404be3dc90/page_e3543719374a40a69ff8f4b4c19f0bd8.png?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=AKIA2UOK6OVBOUYL7WYA%2F20260902%2Fus-west-2%2Fs3%2Faws4_request&X-Amz-Date=20260902T223709Z&X-Amz-Expires=43200&X-Amz-SignedHeaders=host&X-Amz-Signature=12b0caa109a1453fe139ac6828668584d8f40b009a151a84e240583176b0d4e7"}},{"type":"Figure","bbox":{"left":0.10457516339869281,"top":0.07386363636363637,"width":0.6070261437908496,"height":0.1849747474747475,"page":2,"original_page":2},"content":"Quarterly
+        revenue bar chart with four blue bars labeled Q1, Q2, Q3, and Q4. Q1 is the
+        lowest, Q2 is higher, Q3 is lower than Q2, and Q4 is the tallest bar.","image_url":null,"chart_data":null,"confidence":"low","granular_confidence":{"extract_confidence":null,"parse_confidence":0.4104905590415001},"extra":{"page_image_url":"https://prod-storage20241010144745140900000001.s3.amazonaws.com/org/8bd983d1-47dd-440b-93d8-431412d819bf/8142f7b4-7360-4c68-a652-63404be3dc90/page_e3543719374a40a69ff8f4b4c19f0bd8.png?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=AKIA2UOK6OVBOUYL7WYA%2F20260902%2Fus-west-2%2Fs3%2Faws4_request&X-Amz-Date=20260902T223709Z&X-Amz-Expires=43200&X-Amz-SignedHeaders=host&X-Amz-Signature=12b0caa109a1453fe139ac6828668584d8f40b009a151a84e240583176b0d4e7"}},{"type":"Figure","bbox":{"left":0.741607666015625,"top":0.0819091796875,"width":0.11834716796875,"height":0.092529296875,"page":2,"original_page":2},"content":"Blue
+        geometric line drawing on a square grid, with a central square and diagonal
+        lines extending to the grid corners.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.303449621796608},"extra":{"page_image_url":"https://prod-storage20241010144745140900000001.s3.amazonaws.com/org/8bd983d1-47dd-440b-93d8-431412d819bf/8142f7b4-7360-4c68-a652-63404be3dc90/page_e3543719374a40a69ff8f4b4c19f0bd8.png?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=AKIA2UOK6OVBOUYL7WYA%2F20260902%2Fus-west-2%2Fs3%2Faws4_request&X-Amz-Date=20260902T223709Z&X-Amz-Expires=43200&X-Amz-SignedHeaders=host&X-Amz-Signature=12b0caa109a1453fe139ac6828668584d8f40b009a151a84e240583176b0d4e7"}},{"type":"Figure","bbox":{"left":0.741546630859375,"top":0.20660400390625,"width":0.11749267578125,"height":0.0811767578125,"page":2,"original_page":2},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.28771371841430665},"extra":{"page_image_url":"https://prod-storage20241010144745140900000001.s3.amazonaws.com/org/8bd983d1-47dd-440b-93d8-431412d819bf/8142f7b4-7360-4c68-a652-63404be3dc90/page_e3543719374a40a69ff8f4b4c19f0bd8.png?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=AKIA2UOK6OVBOUYL7WYA%2F20260902%2Fus-west-2%2Fs3%2Faws4_request&X-Amz-Date=20260902T223709Z&X-Amz-Expires=43200&X-Amz-SignedHeaders=host&X-Amz-Signature=12b0caa109a1453fe139ac6828668584d8f40b009a151a84e240583176b0d4e7"}},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.29292929292929293,"width":0.33169934640522875,"height":0.015782828282828284,"page":2,"original_page":2},"content":"Formula:
+        gross margin = (revenue - cost) / revenue","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9167426466941834},"extra":{"page_image_url":"https://prod-storage20241010144745140900000001.s3.amazonaws.com/org/8bd983d1-47dd-440b-93d8-431412d819bf/8142f7b4-7360-4c68-a652-63404be3dc90/page_e3543719374a40a69ff8f4b4c19f0bd8.png?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=AKIA2UOK6OVBOUYL7WYA%2F20260902%2Fus-west-2%2Fs3%2Faws4_request&X-Amz-Date=20260902T223709Z&X-Amz-Expires=43200&X-Amz-SignedHeaders=host&X-Amz-Signature=12b0caa109a1453fe139ac6828668584d8f40b009a151a84e240583176b0d4e7"}},{"type":"Figure","bbox":{"left":0.7423095703125,"top":0.309906005859375,"width":0.076904296875,"height":0.06085205078125,"page":2,"original_page":2},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.3421227872371674},"extra":{"page_image_url":"https://prod-storage20241010144745140900000001.s3.amazonaws.com/org/8bd983d1-47dd-440b-93d8-431412d819bf/8142f7b4-7360-4c68-a652-63404be3dc90/page_e3543719374a40a69ff8f4b4c19f0bd8.png?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=AKIA2UOK6OVBOUYL7WYA%2F20260902%2Fus-west-2%2Fs3%2Faws4_request&X-Amz-Date=20260902T223709Z&X-Amz-Expires=43200&X-Amz-SignedHeaders=host&X-Amz-Signature=12b0caa109a1453fe139ac6828668584d8f40b009a151a84e240583176b0d4e7"}},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.26452020202020204,"page":2,"original_page":2},"content":"Section
+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
+        notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6421052008867263},"extra":{"page_image_url":"https://prod-storage20241010144745140900000001.s3.amazonaws.com/org/8bd983d1-47dd-440b-93d8-431412d819bf/8142f7b4-7360-4c68-a652-63404be3dc90/page_e3543719374a40a69ff8f4b4c19f0bd8.png?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=AKIA2UOK6OVBOUYL7WYA%2F20260902%2Fus-west-2%2Fs3%2Faws4_request&X-Amz-Date=20260902T223709Z&X-Amz-Expires=43200&X-Amz-SignedHeaders=host&X-Amz-Signature=12b0caa109a1453fe139ac6828668584d8f40b009a151a84e240583176b0d4e7"}},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":2,"original_page":2},"content":"Confidential
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+        4.1: Invoice totals, regional revenue, and reconciliation notes. Section 4.2:
+        Invoice totals, regional revenue, and reconciliation notes. DRAFT Section
+        4.3: Invoice totals, regional revenue, and reconciliation notes. Section 4.4:
+        Invoice totals, regional revenue, and reconciliation notes. Section 4.5: Invoice
+        totals, regional revenue, and reconciliation notes. Section 4.6: Invoice totals,
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+        5.1: Invoice totals, regional revenue, and reconciliation notes. Section 5.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 5.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.6: Invoice totals, regional revenue,
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and 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+        type: document_url
+      model: reducto/parse-v3
+      settings:
+        return_images:
+        - page
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/b8115ebe9994dfdf4636cee73ba2734efb6e0a139e346d3a3413e7f041aabe06.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/b8115ebe9994dfdf4636cee73ba2734efb6e0a139e346d3a3413e7f041aabe06.yaml
new file mode 100644
index 00000000000..7d2aff6dbf3
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/b8115ebe9994dfdf4636cee73ba2734efb6e0a139e346d3a3413e7f041aabe06.yaml
@@ -0,0 +1,718 @@
+interactions:
+- request:
+    body: !!binary |
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+        Operations Report\n\n# Invoice Summary and Line Items\n\n| Item                  |
+        Quantity   | Amount   |\n|-|-|-|\n| Document analysis     | 2          | 120.00   |\n|
+        Document verification | 1          | 80.00    |\n\n| Item continued     |
+        Quantity   | Amount   |\n|-|-|-|\n| Fixture validation | 3          | 45.00    |\n|
+        Provider review    | 1          | 25.00    |\n\nSection 1.1: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.2: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.3: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.4: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.5: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.6: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.7: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.8: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nConfidential | Page 1 of 5\n\nQuarterly
+        Operations Report\n\n# Revenue Chart and Formula Review\n\nQuarterly revenue
+        bar chart with four blue bars labeled Q1 through Q4. Q1 is the lowest, Q2
+        is higher, Q3 is lower than Q2, and Q4 is the tallest bar.\n\nBlue geometric
+        line drawing on a square grid, with a central square and diagonal lines extending
+        to the grid corners.\n\n\n\nFormula: gross margin = (revenue - cost) / revenue\n\n\n\nSection
+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 2 of 5\n\nQuarterly Operations Report\n\n# Key
+        Values, Link, Highlight, and Comment\n\nInvoice Number: INV-2048\n\nPurchase
+        Order: PO-4096\n\n## https://example.com/invoices/INV-2048\nHighlighted total
+        requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\n\n\n## Revised total. 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nLinear barcode.\n\nConfidential | Page
+        3 of 5\n\nQuarterly Operations Report\n\n# Approval Signature and Watermark\n\nApproved
+        by: Jordan Lee\nSignature: <signature>\n\nSection 4.1: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.2: Invoice totals, regional revenue,
+        and reconciliation notes. DRAFT Section 4.3: Invoice totals, regional revenue,
+        and reconciliation notes. Section 4.4: Invoice totals, regional revenue, and
+        reconciliation notes. Section 4.5: Invoice totals, regional revenue, and reconciliation
+        notes. Section 4.6: Invoice totals, regional revenue, and reconciliation notes.
+        Section 4.7: Invoice totals, regional revenue, and reconciliation notes. Section
+        4.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 4 of 5\n\nQuarterly Operations Report\n\n# Appendix with Section Boundaries\n\n##
+        1. Scope\n\n## 2. Findings\n\n## 3. Recommendations\n\nSection 5.1: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.2: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.3: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.4: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.5: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.6: Invoice totals, regional revenue, and reconciliation
+        notes. Section 5.7: Invoice totals, regional revenue, and reconciliation notes.
+        Section 5.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 5 of 5","embed":"Quarterly Operations Report\n\n# Invoice Summary and
+        Line Items\n\n| Item                  | Quantity   | Amount   |\n|-|-|-|\n|
+        Document analysis     | 2          | 120.00   |\n| Document verification |
+        1          | 80.00    |\n\n| Item continued     | Quantity   | Amount   |\n|-|-|-|\n|
+        Fixture validation | 3          | 45.00    |\n| Provider review    | 1          |
+        25.00    |\n\nSection 1.1: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.2: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.3: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.4: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.5: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.6: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.7: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 1 of 5\n\nQuarterly Operations Report\n\n# Revenue
+        Chart and Formula Review\n\nQuarterly revenue bar chart with four blue bars
+        labeled Q1 through Q4. Q1 is the lowest, Q2 is higher, Q3 is lower than Q2,
+        and Q4 is the tallest bar.\n\nBlue geometric line drawing on a square grid,
+        with a central square and diagonal lines extending to the grid corners.\n\n\n\nFormula:
+        gross margin = (revenue - cost) / revenue\n\n\n\nSection 2.1: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.2: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.3: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.4: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.5: Invoice totals, regional revenue, and reconciliation
+        notes. Section 2.6: Invoice totals, regional revenue, and reconciliation notes.
+        Section 2.7: Invoice totals, regional revenue, and reconciliation notes. Section
+        2.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 2 of 5\n\nQuarterly Operations Report\n\n# Key Values, Link, Highlight,
+        and Comment\n\nInvoice Number: INV-2048\n\nPurchase Order: PO-4096\n\n## https://example.com/invoices/INV-2048\nHighlighted
+        total requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\n\n\n## Revised total. 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nLinear barcode.\n\nConfidential | Page
+        3 of 5\n\nQuarterly Operations Report\n\n# Approval Signature and Watermark\n\nApproved
+        by: Jordan Lee\nSignature: <signature>\n\nSection 4.1: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.2: Invoice totals, regional revenue,
+        and reconciliation notes. DRAFT Section 4.3: Invoice totals, regional revenue,
+        and reconciliation notes. Section 4.4: Invoice totals, regional revenue, and
+        reconciliation notes. Section 4.5: Invoice totals, regional revenue, and reconciliation
+        notes. Section 4.6: Invoice totals, regional revenue, and reconciliation notes.
+        Section 4.7: Invoice totals, regional revenue, and reconciliation notes. Section
+        4.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 4 of 5\n\nQuarterly Operations Report\n\n# Appendix with Section Boundaries\n\n##
+        1. Scope\n\n## 2. Findings\n\n## 3. Recommendations\n\nSection 5.1: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.2: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.3: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.4: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.5: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.6: Invoice totals, regional revenue, and reconciliation
+        notes. Section 5.7: Invoice totals, regional revenue, and reconciliation notes.
+        Section 5.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
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+        Item                  | Quantity   | Amount   |\n|-|-|-|\n| Document analysis     |
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+        Item continued     | Quantity   | Amount   |\n|-|-|-|\n| Fixture validation
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+        1.1: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7204042226076126},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4255050505050505,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.2: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6971822381019592},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.46085858585858586,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.3: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6927557319402695},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4962121212121212,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.4: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6769042581319809},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5315656565656566,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.5: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.683884510397911},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5669191919191919,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
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+        1.8: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6971822381019592},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":1,"original_page":1},"content":"Confidential
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+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9090005308389664},"extra":null},{"type":"Title","bbox":{"left":0.07352941176470588,"top":0.037247474747474744,"width":0.4452614379084967,"height":0.027777777777777776,"page":2,"original_page":2},"content":"Revenue
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+        revenue bar chart with four blue bars labeled Q1 through Q4. Q1 is the lowest,
+        Q2 is higher, Q3 is lower than Q2, and Q4 is the tallest bar.","image_url":null,"chart_data":null,"confidence":"low","granular_confidence":{"extract_confidence":null,"parse_confidence":0.4104905590415001},"extra":null},{"type":"Figure","bbox":{"left":0.741607666015625,"top":0.0819091796875,"width":0.11834716796875,"height":0.092529296875,"page":2,"original_page":2},"content":"Blue
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+        lines extending to the grid corners.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.303449621796608},"extra":null},{"type":"Figure","bbox":{"left":0.741546630859375,"top":0.20660400390625,"width":0.11749267578125,"height":0.0811767578125,"page":2,"original_page":2},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.28771371841430665},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.29292929292929293,"width":0.33169934640522875,"height":0.015782828282828284,"page":2,"original_page":2},"content":"Formula:
+        gross margin = (revenue - cost) / revenue","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9167426466941834},"extra":null},{"type":"Figure","bbox":{"left":0.7423095703125,"top":0.309906005859375,"width":0.076904296875,"height":0.06085205078125,"page":2,"original_page":2},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.3421227872371674},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.26452020202020204,"page":2,"original_page":2},"content":"Section
+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
+        notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6421052008867263},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":2,"original_page":2},"content":"Confidential
+        | Page 2 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9227842718362809},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.017676767676767676,"width":0.22712418300653595,"height":0.012626262626262626,"page":3,"original_page":3},"content":"Quarterly
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+        Values, Link, Highlight, and Comment","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.907549238204956},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.09974747474747475,"width":0.23039215686274508,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Invoice
+        Number: INV-2048","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7455861002206803},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.13131313131313133,"width":0.22712418300653595,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Purchase
+        Order: PO-4096","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7557907789945602},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.26073232323232326,"width":0.3382352941176471,"height":0.03535353535353535,"page":3,"original_page":3},"content":"https://example.com/invoices/INV-2048\nHighlighted
+        total requiring review","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6239689275622368},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.3143939393939394,"width":0.5424836601307189,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Reviewer
+        comment: verify the highlighted total before approval","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6458791196346283},"extra":null},{"type":"Figure","bbox":{"left":0.848846435546875,"top":0.3119659423828125,"width":0.03472900390625,"height":0.025482177734375,"page":3,"original_page":3},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.35475045442581177},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.36426767676767674,"width":0.1830065359477124,"height":0.010732323232323232,"page":3,"original_page":3},"content":"Revised
+        total. 245.00","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7559733271598816},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.1: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7197816997766495},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4255050505050505,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.2: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7241321921348571},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.46085858585858586,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.3: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7395129382610321},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4962121212121212,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.4: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7290821939706802},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5315656565656566,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.5: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7154147416353225},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5669191919191919,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.6: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7340064704418182},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6022727272727273,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.7: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7154147416353225},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6376262626262627,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.8: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7204042226076126},"extra":null},{"type":"Figure","bbox":{"left":0.1739501953125,"top":0.74609375,"width":0.244873046875,"height":0.091796875,"page":3,"original_page":3},"content":"Linear
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+        | Page 3 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9031270325183869},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.018308080808080808,"width":0.22712418300653595,"height":0.011994949494949494,"page":4,"original_page":4},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8802960753440857},"extra":null},{"type":"Title","bbox":{"left":0.0718954248366013,"top":0.0422979797979798,"width":0.4387254901960784,"height":0.020833333333333332,"page":4,"original_page":4},"content":"Approval
+        Signature and Watermark","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9190816521644593},"extra":null},{"type":"Key
+        Value","bbox":{"left":0.07026143790849673,"top":0.18181818181818182,"width":0.43790849673202614,"height":0.09090909090909091,"page":4,"original_page":4},"content":"Approved
+        by: Jordan Lee\nSignature: <signature>","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8993409156799317},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.3434343434343434,"width":0.5016339869281046,"height":0.31123737373737376,"page":4,"original_page":4},"content":"Section
+        4.1: Invoice totals, regional revenue, and reconciliation notes. Section 4.2:
+        Invoice totals, regional revenue, and reconciliation notes. DRAFT Section
+        4.3: Invoice totals, regional revenue, and reconciliation notes. Section 4.4:
+        Invoice totals, regional revenue, and reconciliation notes. Section 4.5: Invoice
+        totals, regional revenue, and reconciliation notes. Section 4.6: Invoice totals,
+        regional revenue, and reconciliation notes. Section 4.7: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.8: Invoice totals, regional revenue,
+        and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7228909820318221},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":4,"original_page":4},"content":"Confidential
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+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9078197360038758},"extra":null},{"type":"Title","bbox":{"left":0.0727124183006536,"top":0.0422979797979798,"width":0.4305555555555556,"height":0.019570707070707072,"page":5,"original_page":5},"content":"Appendix
+        with Section Boundaries","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.920676475763321},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.09722222222222222,"width":0.09395424836601307,"height":0.023989898989898988,"page":5,"original_page":5},"content":"1.
+        Scope","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8958270728588105},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.0718954248366013,"top":0.16666666666666666,"width":0.12091503267973856,"height":0.015151515151515152,"page":5,"original_page":5},"content":"2.
+        Findings","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9091683983802795},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.2297979797979798,"width":0.22875816993464052,"height":0.012626262626262626,"page":5,"original_page":5},"content":"3.
+        Recommendations","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9221650391817092},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.26452020202020204,"page":5,"original_page":5},"content":"Section
+        5.1: Invoice totals, regional revenue, and reconciliation notes. Section 5.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 5.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.8: Invoice totals, regional revenue, and reconciliation
+        notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7166640102863311},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":5,"original_page":5},"content":"Confidential
+        | Page 5 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9235781162977219},"extra":null}]}],"ocr":null,"custom":null},"parse_mode":null,"document_properties":null}'
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+      - Wed, 02 Sep 2026 22:36:35 GMT
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+recorded_at: '2026-09-02T22:36:35.554874+00:00'
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and 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+        type: document_url
+      model: reducto/parse-v3
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/bbaea247d2185ad14ed9ff55a7c1435f38b0861fff9f68c9b7c973f8443f2487.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/bbaea247d2185ad14ed9ff55a7c1435f38b0861fff9f68c9b7c973f8443f2487.yaml
new file mode 100644
index 00000000000..e41c5d11a2b
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/bbaea247d2185ad14ed9ff55a7c1435f38b0861fff9f68c9b7c973f8443f2487.yaml
@@ -0,0 +1,716 @@
+interactions:
+- request:
+    body: !!binary |
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+        Operations Report\n\n# Invoice Summary and Line Items\n\nItem,Quantity,Amount\nDocument
+        analysis,2,120.00\nDocument verification,1,80.00\n\n\nItem continued,Quantity,Amount\nFixture
+        validation,3,45.00\nProvider review,1,25.00\n\n\nSection 1.1: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.2: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.3: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.4: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.5: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.6: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.7: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.8: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nConfidential | Page 1 of 5\n\nQuarterly
+        Operations Report\n\n# Revenue Chart and Formula Review\n\nQuarterly revenue
+        bar chart with four blue bars labeled Q1, Q2, Q3, and Q4. Q1 is the lowest,
+        Q2 is higher, Q3 is lower than Q2, and Q4 is the tallest bar; no numeric scale
+        or values are shown.\n\nBlue geometric line drawing on a square grid, with
+        a central square and diagonal lines extending to the grid corners.\n\n\n\nFormula:
+        gross margin = (revenue - cost) / revenue\n\n\n\nSection 2.1: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.2: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.3: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.4: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.5: Invoice totals, regional revenue, and reconciliation
+        notes. Section 2.6: Invoice totals, regional revenue, and reconciliation notes.
+        Section 2.7: Invoice totals, regional revenue, and reconciliation notes. Section
+        2.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 2 of 5\n\nQuarterly Operations Report\n\n# Key Values, Link, Highlight,
+        and Comment\n\nInvoice Number: INV-2048\n\nPurchase Order: PO-4096\n\n## https://example.com/invoices/INV-2048\nHighlighted
+        total requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\n\n\n## Revised total. 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nLinear barcode.\n\nConfidential | Page
+        3 of 5\n\nQuarterly Operations Report\n\n# Approval Signature and Watermark\n\nApproved
+        by: Jordan Lee\nSignature: <signature>\n\nSection 4.1: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.2: Invoice totals, regional revenue,
+        and reconciliation notes. DRAFT Section 4.3: Invoice totals, regional revenue,
+        and reconciliation notes. Section 4.4: Invoice totals, regional revenue, and
+        reconciliation notes. Section 4.5: Invoice totals, regional revenue, and reconciliation
+        notes. Section 4.6: Invoice totals, regional revenue, and reconciliation notes.
+        Section 4.7: Invoice totals, regional revenue, and reconciliation notes. Section
+        4.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 4 of 5\n\nQuarterly Operations Report\n\n# Appendix with Section Boundaries\n\n##
+        1. Scope\n\n## 2. Findings\n\n## 3. Recommendations\n\nSection 5.1: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.2: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.3: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.4: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.5: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.6: Invoice totals, regional revenue, and reconciliation
+        notes. Section 5.7: Invoice totals, regional revenue, and reconciliation notes.
+        Section 5.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 5 of 5","embed":"Quarterly Operations Report\n\n# Invoice Summary and
+        Line Items\n\nItem,Quantity,Amount\nDocument analysis,2,120.00\nDocument verification,1,80.00\n\n\nItem
+        continued,Quantity,Amount\nFixture validation,3,45.00\nProvider review,1,25.00\n\n\nSection
+        1.1: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.2: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.3: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.4: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.5: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.6: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.7: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 1 of 5\n\nQuarterly Operations Report\n\n# Revenue Chart and Formula
+        Review\n\nQuarterly revenue bar chart with four blue bars labeled Q1, Q2,
+        Q3, and Q4. Q1 is the lowest, Q2 is higher, Q3 is lower than Q2, and Q4 is
+        the tallest bar; no numeric scale or values are shown.\n\nBlue geometric line
+        drawing on a square grid, with a central square and diagonal lines extending
+        to the grid corners.\n\n\n\nFormula: gross margin = (revenue - cost) / revenue\n\n\n\nSection
+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 2 of 5\n\nQuarterly Operations Report\n\n# Key
+        Values, Link, Highlight, and Comment\n\nInvoice Number: INV-2048\n\nPurchase
+        Order: PO-4096\n\n## https://example.com/invoices/INV-2048\nHighlighted total
+        requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\n\n\n## Revised total. 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nLinear barcode.\n\nConfidential | Page
+        3 of 5\n\nQuarterly Operations Report\n\n# Approval Signature and Watermark\n\nApproved
+        by: Jordan Lee\nSignature: <signature>\n\nSection 4.1: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.2: Invoice totals, regional revenue,
+        and reconciliation notes. DRAFT Section 4.3: Invoice totals, regional revenue,
+        and reconciliation notes. Section 4.4: Invoice totals, regional revenue, and
+        reconciliation notes. Section 4.5: Invoice totals, regional revenue, and reconciliation
+        notes. Section 4.6: Invoice totals, regional revenue, and reconciliation notes.
+        Section 4.7: Invoice totals, regional revenue, and reconciliation notes. Section
+        4.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 4 of 5\n\nQuarterly Operations Report\n\n# Appendix with Section Boundaries\n\n##
+        1. Scope\n\n## 2. Findings\n\n## 3. Recommendations\n\nSection 5.1: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.2: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.3: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.4: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.5: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.6: Invoice totals, regional revenue, and reconciliation
+        notes. Section 5.7: Invoice totals, regional revenue, and reconciliation notes.
+        Section 5.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
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+        1.8: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6971822381019592},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":1,"original_page":1},"content":"Confidential
+        | Page 1 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9209042668342591},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.017676767676767676,"width":0.22712418300653595,"height":0.012626262626262626,"page":2,"original_page":2},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9090005308389664},"extra":null},{"type":"Title","bbox":{"left":0.07352941176470588,"top":0.037247474747474744,"width":0.4452614379084967,"height":0.027777777777777776,"page":2,"original_page":2},"content":"Revenue
+        Chart and Formula Review","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8688214063644409},"extra":null},{"type":"Figure","bbox":{"left":0.10457516339869281,"top":0.07386363636363637,"width":0.6070261437908496,"height":0.1849747474747475,"page":2,"original_page":2},"content":"Quarterly
+        revenue bar chart with four blue bars labeled Q1, Q2, Q3, and Q4. Q1 is the
+        lowest, Q2 is higher, Q3 is lower than Q2, and Q4 is the tallest bar; no numeric
+        scale or values are shown.","image_url":null,"chart_data":null,"confidence":"low","granular_confidence":{"extract_confidence":null,"parse_confidence":0.41049053817987446},"extra":null},{"type":"Figure","bbox":{"left":0.741607666015625,"top":0.0819091796875,"width":0.11834716796875,"height":0.092529296875,"page":2,"original_page":2},"content":"Blue
+        geometric line drawing on a square grid, with a central square and diagonal
+        lines extending to the grid corners.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.303449621796608},"extra":null},{"type":"Figure","bbox":{"left":0.741546630859375,"top":0.20660400390625,"width":0.11749267578125,"height":0.0811767578125,"page":2,"original_page":2},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.28771371841430665},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.29292929292929293,"width":0.33169934640522875,"height":0.015782828282828284,"page":2,"original_page":2},"content":"Formula:
+        gross margin = (revenue - cost) / revenue","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9167426466941834},"extra":null},{"type":"Figure","bbox":{"left":0.7423095703125,"top":0.309906005859375,"width":0.076904296875,"height":0.06085205078125,"page":2,"original_page":2},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.3421227872371674},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.26452020202020204,"page":2,"original_page":2},"content":"Section
+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
+        notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6421052008867263},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":2,"original_page":2},"content":"Confidential
+        | Page 2 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9227842718362809},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.017676767676767676,"width":0.22712418300653595,"height":0.012626262626262626,"page":3,"original_page":3},"content":"Quarterly
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+        Values, Link, Highlight, and Comment","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.907549238204956},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.09974747474747475,"width":0.23039215686274508,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Invoice
+        Number: INV-2048","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7455861002206803},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.13131313131313133,"width":0.22712418300653595,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Purchase
+        Order: PO-4096","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7557907789945602},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.26073232323232326,"width":0.3382352941176471,"height":0.03535353535353535,"page":3,"original_page":3},"content":"https://example.com/invoices/INV-2048\nHighlighted
+        total requiring review","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6238544598221779},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.3143939393939394,"width":0.5424836601307189,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Reviewer
+        comment: verify the highlighted total before approval","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6458791196346283},"extra":null},{"type":"Figure","bbox":{"left":0.848846435546875,"top":0.3119659423828125,"width":0.03472900390625,"height":0.025482177734375,"page":3,"original_page":3},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.35475045442581177},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.36426767676767674,"width":0.1830065359477124,"height":0.010732323232323232,"page":3,"original_page":3},"content":"Revised
+        total. 245.00","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7559733480215072},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.1: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7197816997766495},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4255050505050505,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.2: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7241321921348571},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.46085858585858586,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.3: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7395129382610321},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4962121212121212,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.4: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7290821939706802},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5315656565656566,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.5: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7154147416353225},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5669191919191919,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.6: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7340064704418182},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6022727272727273,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.7: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7154147416353225},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6376262626262627,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.8: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7204042226076126},"extra":null},{"type":"Figure","bbox":{"left":0.1739501953125,"top":0.74609375,"width":0.244873046875,"height":0.091796875,"page":3,"original_page":3},"content":"Linear
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+        | Page 3 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9031270325183869},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.018308080808080808,"width":0.22712418300653595,"height":0.011994949494949494,"page":4,"original_page":4},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8802960753440857},"extra":null},{"type":"Title","bbox":{"left":0.0718954248366013,"top":0.0422979797979798,"width":0.4387254901960784,"height":0.020833333333333332,"page":4,"original_page":4},"content":"Approval
+        Signature and Watermark","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9190816521644593},"extra":null},{"type":"Key
+        Value","bbox":{"left":0.07026143790849673,"top":0.18181818181818182,"width":0.43790849673202614,"height":0.09090909090909091,"page":4,"original_page":4},"content":"Approved
+        by: Jordan Lee\nSignature: <signature>","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8993409156799317},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.3434343434343434,"width":0.5016339869281046,"height":0.31123737373737376,"page":4,"original_page":4},"content":"Section
+        4.1: Invoice totals, regional revenue, and reconciliation notes. Section 4.2:
+        Invoice totals, regional revenue, and reconciliation notes. DRAFT Section
+        4.3: Invoice totals, regional revenue, and reconciliation notes. Section 4.4:
+        Invoice totals, regional revenue, and reconciliation notes. Section 4.5: Invoice
+        totals, regional revenue, and reconciliation notes. Section 4.6: Invoice totals,
+        regional revenue, and reconciliation notes. Section 4.7: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.8: Invoice totals, regional revenue,
+        and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7228909820318221},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":4,"original_page":4},"content":"Confidential
+        | Page 4 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9192615240812302},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.018308080808080808,"width":0.22712418300653595,"height":0.011994949494949494,"page":5,"original_page":5},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9078197360038758},"extra":null},{"type":"Title","bbox":{"left":0.0727124183006536,"top":0.0422979797979798,"width":0.4305555555555556,"height":0.019570707070707072,"page":5,"original_page":5},"content":"Appendix
+        with Section Boundaries","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9206764549016953},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.09722222222222222,"width":0.09395424836601307,"height":0.023989898989898988,"page":5,"original_page":5},"content":"1.
+        Scope","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8958270728588105},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.0718954248366013,"top":0.16666666666666666,"width":0.12091503267973856,"height":0.015151515151515152,"page":5,"original_page":5},"content":"2.
+        Findings","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9091683983802795},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.2297979797979798,"width":0.22875816993464052,"height":0.012626262626262626,"page":5,"original_page":5},"content":"3.
+        Recommendations","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9221650391817092},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.26452020202020204,"page":5,"original_page":5},"content":"Section
+        5.1: Invoice totals, regional revenue, and reconciliation notes. Section 5.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 5.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.8: Invoice totals, regional revenue, and reconciliation
+        notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7166640102863311},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":5,"original_page":5},"content":"Confidential
+        | Page 5 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9235781162977219},"extra":null}]}],"ocr":null,"custom":null},"parse_mode":null,"document_properties":null}'
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+      - application/json
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+      - Wed, 02 Sep 2026 22:37:09 GMT
+    status:
+      code: 200
+      message: ''
+recorded_at: '2026-09-02T22:37:09.640357+00:00'
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and 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+        type: document_url
+      formatting:
+        table_output_format: csv
+      model: reducto/parse-v3
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/bde9fd5f351a240669759b4ebc6aa5e2e3bddcedda9b9a3c5fc40e98b2494ac6.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/bde9fd5f351a240669759b4ebc6aa5e2e3bddcedda9b9a3c5fc40e98b2494ac6.yaml
new file mode 100644
index 00000000000..ca35e25dd15
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/bde9fd5f351a240669759b4ebc6aa5e2e3bddcedda9b9a3c5fc40e98b2494ac6.yaml
@@ -0,0 +1,721 @@
+interactions:
+- request:
+    body: !!binary |
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+        Operations Report\n\n# Invoice Summary and Line Items\n\n| Item                  |
+        Quantity   | Amount   |\n|-|-|-|\n| Document analysis     | 2          | 120.00   |\n|
+        Document verification | 1          | 80.00    |\n\n| Item continued     |
+        Quantity   | Amount   |\n|-|-|-|\n| Fixture validation | 3          | 45.00    |\n|
+        Provider review    | 1          | 25.00    |\n\nSection 1.1: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.2: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.3: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.4: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.5: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.6: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.7: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.8: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nConfidential | Page 1 of 5\n\nQuarterly
+        Operations Report\n\n# Revenue Chart and Formula Review\n\nQuarterly revenue
+        bar chart with four blue bars labeled Q1 through Q4. Q1 is the lowest, Q2
+        is higher, Q3 is lower than Q2, and Q4 is the tallest bar; no numeric y-axis
+        or units are shown.\n\nBlue geometric line drawing on a square grid, with
+        a central square and diagonal lines extending to the grid corners.\n\n\n\nFormula:
+        gross margin = (revenue - cost) / revenue\n\n\n\nSection 2.1: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.2: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.3: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.4: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.5: Invoice totals, regional revenue, and reconciliation
+        notes. Section 2.6: Invoice totals, regional revenue, and reconciliation notes.
+        Section 2.7: Invoice totals, regional revenue, and reconciliation notes. Section
+        2.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 2 of 5\n\nQuarterly Operations Report\n\n# Key Values, Link, Highlight,
+        and Comment\n\nInvoice Number: INV-2048\n\nPurchase Order: PO-4096\n\n## https://example.com/invoices/INV-2048\nHighlighted
+        total requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\n\n\n## Revised total. 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nLinear barcode.\n\nConfidential | Page
+        3 of 5\n\nQuarterly Operations Report\n\n# Approval Signature and Watermark\n\nApproved
+        by: Jordan Lee\nSignature: <signature>\n\nSection 4.1: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.2: Invoice totals, regional revenue,
+        and reconciliation notes. DRAFT Section 4.3: Invoice totals, regional revenue,
+        and reconciliation notes. Section 4.4: Invoice totals, regional revenue, and
+        reconciliation notes. Section 4.5: Invoice totals, regional revenue, and reconciliation
+        notes. Section 4.6: Invoice totals, regional revenue, and reconciliation notes.
+        Section 4.7: Invoice totals, regional revenue, and reconciliation notes. Section
+        4.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 4 of 5\n\nQuarterly Operations Report\n\n# Appendix with Section Boundaries\n\n##
+        1. Scope\n\n## 2. Findings\n\n## 3. Recommendations\n\nSection 5.1: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.2: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.3: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.4: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.5: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.6: Invoice totals, regional revenue, and reconciliation
+        notes. Section 5.7: Invoice totals, regional revenue, and reconciliation notes.
+        Section 5.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 5 of 5","embed":"Quarterly Operations Report\n\n# Invoice Summary and
+        Line Items\n\n| Item                  | Quantity   | Amount   |\n|-|-|-|\n|
+        Document analysis     | 2          | 120.00   |\n| Document verification |
+        1          | 80.00    |\n\n| Item continued     | Quantity   | Amount   |\n|-|-|-|\n|
+        Fixture validation | 3          | 45.00    |\n| Provider review    | 1          |
+        25.00    |\n\nSection 1.1: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.2: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.3: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.4: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.5: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.6: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.7: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 1 of 5\n\nQuarterly Operations Report\n\n# Revenue
+        Chart and Formula Review\n\nQuarterly revenue bar chart with four blue bars
+        labeled Q1 through Q4. Q1 is the lowest, Q2 is higher, Q3 is lower than Q2,
+        and Q4 is the tallest bar; no numeric y-axis or units are shown.\n\nBlue geometric
+        line drawing on a square grid, with a central square and diagonal lines extending
+        to the grid corners.\n\n\n\nFormula: gross margin = (revenue - cost) / revenue\n\n\n\nSection
+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 2 of 5\n\nQuarterly Operations Report\n\n# Key
+        Values, Link, Highlight, and Comment\n\nInvoice Number: INV-2048\n\nPurchase
+        Order: PO-4096\n\n## https://example.com/invoices/INV-2048\nHighlighted total
+        requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\n\n\n## Revised total. 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nLinear barcode.\n\nConfidential | Page
+        3 of 5\n\nQuarterly Operations Report\n\n# Approval Signature and Watermark\n\nApproved
+        by: Jordan Lee\nSignature: <signature>\n\nSection 4.1: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.2: Invoice totals, regional revenue,
+        and reconciliation notes. DRAFT Section 4.3: Invoice totals, regional revenue,
+        and reconciliation notes. Section 4.4: Invoice totals, regional revenue, and
+        reconciliation notes. Section 4.5: Invoice totals, regional revenue, and reconciliation
+        notes. Section 4.6: Invoice totals, regional revenue, and reconciliation notes.
+        Section 4.7: Invoice totals, regional revenue, and reconciliation notes. Section
+        4.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 4 of 5\n\nQuarterly Operations Report\n\n# Appendix with Section Boundaries\n\n##
+        1. Scope\n\n## 2. Findings\n\n## 3. Recommendations\n\nSection 5.1: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.2: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.3: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.4: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.5: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.6: Invoice totals, regional revenue, and reconciliation
+        notes. Section 5.7: Invoice totals, regional revenue, and reconciliation notes.
+        Section 5.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
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+        Item                  | Quantity   | Amount   |\n|-|-|-|\n| Document analysis     |
+        2          | 120.00   |\n| Document verification | 1          | 80.00    |","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9576186398665111},"extra":null},{"type":"Table","bbox":{"left":0.0727124183006536,"top":0.24116161616161616,"width":0.8488562091503268,"height":0.13320707070707072,"page":1,"original_page":1},"content":"|
+        Item continued     | Quantity   | Amount   |\n|-|-|-|\n| Fixture validation
+        | 3          | 45.00    |\n| Provider review    | 1          | 25.00    |","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9573022246360778},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.1: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7204042226076126},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4255050505050505,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.2: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6971822381019592},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.46085858585858586,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.3: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6927557319402695},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4962121212121212,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.4: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6769042581319809},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5315656565656566,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.5: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.683884510397911},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5669191919191919,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
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+        1.7: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6940211951732635},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6376262626262627,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.8: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6971822381019592},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":1,"original_page":1},"content":"Confidential
+        | Page 1 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9209042668342591},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.017676767676767676,"width":0.22712418300653595,"height":0.012626262626262626,"page":2,"original_page":2},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9090005308389664},"extra":null},{"type":"Title","bbox":{"left":0.07352941176470588,"top":0.037247474747474744,"width":0.4452614379084967,"height":0.027777777777777776,"page":2,"original_page":2},"content":"Revenue
+        Chart and Formula Review","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8688214063644409},"extra":null},{"type":"Figure","bbox":{"left":0.10457516339869281,"top":0.07386363636363637,"width":0.6070261437908496,"height":0.1849747474747475,"page":2,"original_page":2},"content":"Quarterly
+        revenue bar chart with four blue bars labeled Q1 through Q4. Q1 is the lowest,
+        Q2 is higher, Q3 is lower than Q2, and Q4 is the tallest bar; no numeric y-axis
+        or units are shown.","image_url":null,"chart_data":null,"confidence":"low","granular_confidence":{"extract_confidence":null,"parse_confidence":0.4104905590415001},"extra":null},{"type":"Figure","bbox":{"left":0.741607666015625,"top":0.0819091796875,"width":0.11834716796875,"height":0.092529296875,"page":2,"original_page":2},"content":"Blue
+        geometric line drawing on a square grid, with a central square and diagonal
+        lines extending to the grid corners.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.303449621796608},"extra":null},{"type":"Figure","bbox":{"left":0.741546630859375,"top":0.20660400390625,"width":0.11749267578125,"height":0.0811767578125,"page":2,"original_page":2},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.28771371841430665},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.29292929292929293,"width":0.33169934640522875,"height":0.015782828282828284,"page":2,"original_page":2},"content":"Formula:
+        gross margin = (revenue - cost) / revenue","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9167426466941834},"extra":null},{"type":"Figure","bbox":{"left":0.7423095703125,"top":0.309906005859375,"width":0.076904296875,"height":0.06085205078125,"page":2,"original_page":2},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.3421227872371674},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.26452020202020204,"page":2,"original_page":2},"content":"Section
+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
+        notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6421052008867263},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":2,"original_page":2},"content":"Confidential
+        | Page 2 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9227842718362809},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.017676767676767676,"width":0.22712418300653595,"height":0.012626262626262626,"page":3,"original_page":3},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.805020660161972},"extra":null},{"type":"Title","bbox":{"left":0.07352941176470588,"top":0.037247474747474744,"width":0.5236928104575164,"height":0.027777777777777776,"page":3,"original_page":3},"content":"Key
+        Values, Link, Highlight, and Comment","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.907549238204956},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.09974747474747475,"width":0.23039215686274508,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Invoice
+        Number: INV-2048","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7455861002206803},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.13131313131313133,"width":0.22712418300653595,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Purchase
+        Order: PO-4096","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7557907789945602},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.26073232323232326,"width":0.3382352941176471,"height":0.03535353535353535,"page":3,"original_page":3},"content":"https://example.com/invoices/INV-2048\nHighlighted
+        total requiring review","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6238544598221779},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.3143939393939394,"width":0.5424836601307189,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Reviewer
+        comment: verify the highlighted total before approval","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6458791196346283},"extra":null},{"type":"Figure","bbox":{"left":0.848846435546875,"top":0.3119659423828125,"width":0.03472900390625,"height":0.025482177734375,"page":3,"original_page":3},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.35475045442581177},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.36426767676767674,"width":0.1830065359477124,"height":0.010732323232323232,"page":3,"original_page":3},"content":"Revised
+        total. 245.00","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7559733480215072},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.1: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7197816997766495},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4255050505050505,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.2: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7241321921348571},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.46085858585858586,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.3: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7395129382610321},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4962121212121212,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.4: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7290821939706802},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5315656565656566,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.5: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7154147416353225},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5669191919191919,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.6: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7340064704418182},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6022727272727273,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.7: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7154147416353225},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6376262626262627,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.8: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7204042226076126},"extra":null},{"type":"Figure","bbox":{"left":0.1739501953125,"top":0.74609375,"width":0.244873046875,"height":0.091796875,"page":3,"original_page":3},"content":"Linear
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+        | Page 3 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9031270325183869},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.018308080808080808,"width":0.22712418300653595,"height":0.011994949494949494,"page":4,"original_page":4},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8802960753440857},"extra":null},{"type":"Title","bbox":{"left":0.0718954248366013,"top":0.0422979797979798,"width":0.4387254901960784,"height":0.020833333333333332,"page":4,"original_page":4},"content":"Approval
+        Signature and Watermark","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9190816521644593},"extra":null},{"type":"Key
+        Value","bbox":{"left":0.07026143790849673,"top":0.18181818181818182,"width":0.43790849673202614,"height":0.09090909090909091,"page":4,"original_page":4},"content":"Approved
+        by: Jordan Lee\nSignature: <signature>","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8993409156799317},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.3434343434343434,"width":0.5016339869281046,"height":0.31123737373737376,"page":4,"original_page":4},"content":"Section
+        4.1: Invoice totals, regional revenue, and reconciliation notes. Section 4.2:
+        Invoice totals, regional revenue, and reconciliation notes. DRAFT Section
+        4.3: Invoice totals, regional revenue, and reconciliation notes. Section 4.4:
+        Invoice totals, regional revenue, and reconciliation notes. Section 4.5: Invoice
+        totals, regional revenue, and reconciliation notes. Section 4.6: Invoice totals,
+        regional revenue, and reconciliation notes. Section 4.7: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.8: Invoice totals, regional revenue,
+        and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7228909820318221},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":4,"original_page":4},"content":"Confidential
+        | Page 4 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9192615240812302},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.018308080808080808,"width":0.22712418300653595,"height":0.011994949494949494,"page":5,"original_page":5},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9078197360038758},"extra":null},{"type":"Title","bbox":{"left":0.0727124183006536,"top":0.0422979797979798,"width":0.4305555555555556,"height":0.019570707070707072,"page":5,"original_page":5},"content":"Appendix
+        with Section Boundaries","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9206764549016953},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.09722222222222222,"width":0.09395424836601307,"height":0.023989898989898988,"page":5,"original_page":5},"content":"1.
+        Scope","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8958270728588105},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.0718954248366013,"top":0.16666666666666666,"width":0.12091503267973856,"height":0.015151515151515152,"page":5,"original_page":5},"content":"2.
+        Findings","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9091683983802795},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.2297979797979798,"width":0.22875816993464052,"height":0.012626262626262626,"page":5,"original_page":5},"content":"3.
+        Recommendations","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9221650391817092},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.26452020202020204,"page":5,"original_page":5},"content":"Section
+        5.1: Invoice totals, regional revenue, and reconciliation notes. Section 5.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 5.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.8: Invoice totals, regional revenue, and reconciliation
+        notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7166640102863311},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":5,"original_page":5},"content":"Confidential
+        | Page 5 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9235781162977219},"extra":null}]}],"ocr":null,"custom":null},"parse_mode":null,"document_properties":null}'
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+      - application/json
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+      - Wed, 02 Sep 2026 22:36:48 GMT
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+      message: ''
+recorded_at: '2026-09-02T22:36:49.480461+00:00'
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+version: 1
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and 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+        type: document_url
+      model: parse-v3
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/beaef8c33789353db4b04af034a6a808cb0d466fd2770e454cc51662d145a4c5.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/beaef8c33789353db4b04af034a6a808cb0d466fd2770e454cc51662d145a4c5.yaml
new file mode 100644
index 00000000000..a4df0c76a17
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/beaef8c33789353db4b04af034a6a808cb0d466fd2770e454cc51662d145a4c5.yaml
@@ -0,0 +1,726 @@
+interactions:
+- request:
+    body: !!binary |
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+        Operations Report\n\n# Invoice Summary and Line Items\n\n| Item                  |
+        Quantity   | Amount   |\n|-|-|-|\n| Document analysis     | 2          | 120.00   |\n|
+        Document verification | 1          | 80.00    |\n\n| Item continued     |
+        Quantity   | Amount   |\n|-|-|-|\n| Fixture validation | 3          | 45.00    |\n|
+        Provider review    | 1          | 25.00    |\n\nSection 1.1: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.2: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.3: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.4: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.5: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.6: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.7: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.8: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nConfidential | Page 1 of 5\n\nQuarterly
+        Operations Report\n\n# Revenue Chart and Formula Review\n\nQuarterly revenue
+        bar chart with four blue bars labeled Q1, Q2, Q3, and Q4. Q1 is the lowest,
+        Q2 is higher, Q3 is lower than Q2, and Q4 is the tallest bar.\n\nBlue geometric
+        line drawing on a square grid, with a central square and diagonal lines extending
+        to the grid corners.\n\n\n\nFormula: gross margin = (revenue - cost) / revenue\n\n\n\nSection
+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 2 of 5\n\nQuarterly Operations Report\n\n# Key
+        Values, Link, Highlight, and Comment\n\nInvoice Number: INV-2048\n\nPurchase
+        Order: PO-4096\n\n## https://example.com/invoices/INV-2048\n<mark>Highlighted
+        total requiring review</mark>\n\nReviewer comment: verify the highlighted
+        total before approval\n\n\n\nVerify the highlighted total\n\n## <change><s>Revised
+        total. 245.00</s></change>\n\nSection 3.1: Invoice totals, regional revenue,
+        and reconciliation notes.\n\nSection 3.2: Invoice totals, regional revenue,
+        and reconciliation notes.\n\nSection 3.3: Invoice totals, regional revenue,
+        and reconciliation notes.\n\nSection 3.4: Invoice totals, regional revenue,
+        and reconciliation notes.\n\nSection 3.5: Invoice totals, regional revenue,
+        and reconciliation notes.\n\nSection 3.6: Invoice totals, regional revenue,
+        and reconciliation notes.\n\nSection 3.7: Invoice totals, regional revenue,
+        and reconciliation notes.\n\nSection 3.8: Invoice totals, regional revenue,
+        and reconciliation notes.\n\nLinear barcode.\n\nConfidential | Page 3 of 5\n\nQuarterly
+        Operations Report\n\n# Approval Signature and Watermark\n\nApproved by: Jordan
+        Lee\nSignature: <signature>\n\nSection 4.1: Invoice totals, regional revenue,
+        and reconciliation notes. Section 4.2: Invoice totals, regional revenue, and
+        reconciliation notes. DRAFT Section 4.3: Invoice totals, regional revenue,
+        and reconciliation notes. Section 4.4: Invoice totals, regional revenue, and
+        reconciliation notes. Section 4.5: Invoice totals, regional revenue, and reconciliation
+        notes. Section 4.6: Invoice totals, regional revenue, and reconciliation notes.
+        Section 4.7: Invoice totals, regional revenue, and reconciliation notes. Section
+        4.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 4 of 5\n\nQuarterly Operations Report\n\n# Appendix with Section Boundaries\n\n##
+        1. Scope\n\n## 2. Findings\n\n## 3. Recommendations\n\nSection 5.1: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.2: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.3: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.4: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.5: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.6: Invoice totals, regional revenue, and reconciliation
+        notes. Section 5.7: Invoice totals, regional revenue, and reconciliation notes.
+        Section 5.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 5 of 5","embed":"Quarterly Operations Report\n\n# Invoice Summary and
+        Line Items\n\n| Item                  | Quantity   | Amount   |\n|-|-|-|\n|
+        Document analysis     | 2          | 120.00   |\n| Document verification |
+        1          | 80.00    |\n\n| Item continued     | Quantity   | Amount   |\n|-|-|-|\n|
+        Fixture validation | 3          | 45.00    |\n| Provider review    | 1          |
+        25.00    |\n\nSection 1.1: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.2: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.3: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.4: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.5: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.6: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.7: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 1 of 5\n\nQuarterly Operations Report\n\n# Revenue
+        Chart and Formula Review\n\nQuarterly revenue bar chart with four blue bars
+        labeled Q1, Q2, Q3, and Q4. Q1 is the lowest, Q2 is higher, Q3 is lower than
+        Q2, and Q4 is the tallest bar.\n\nBlue geometric line drawing on a square
+        grid, with a central square and diagonal lines extending to the grid corners.\n\n\n\nFormula:
+        gross margin = (revenue - cost) / revenue\n\n\n\nSection 2.1: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.2: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.3: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.4: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.5: Invoice totals, regional revenue, and reconciliation
+        notes. Section 2.6: Invoice totals, regional revenue, and reconciliation notes.
+        Section 2.7: Invoice totals, regional revenue, and reconciliation notes. Section
+        2.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 2 of 5\n\nQuarterly Operations Report\n\n# Key Values, Link, Highlight,
+        and Comment\n\nInvoice Number: INV-2048\n\nPurchase Order: PO-4096\n\n## https://example.com/invoices/INV-2048\n<mark>Highlighted
+        total requiring review</mark>\n\nReviewer comment: verify the highlighted
+        total before approval\n\n\n\nVerify the highlighted total\n\n## <change><s>Revised
+        total. 245.00</s></change>\n\nSection 3.1: Invoice totals, regional revenue,
+        and reconciliation notes.\n\nSection 3.2: Invoice totals, regional revenue,
+        and reconciliation notes.\n\nSection 3.3: Invoice totals, regional revenue,
+        and reconciliation notes.\n\nSection 3.4: Invoice totals, regional revenue,
+        and reconciliation notes.\n\nSection 3.5: Invoice totals, regional revenue,
+        and reconciliation notes.\n\nSection 3.6: Invoice totals, regional revenue,
+        and reconciliation notes.\n\nSection 3.7: Invoice totals, regional revenue,
+        and reconciliation notes.\n\nSection 3.8: Invoice totals, regional revenue,
+        and reconciliation notes.\n\nLinear barcode.\n\nConfidential | Page 3 of 5\n\nQuarterly
+        Operations Report\n\n# Approval Signature and Watermark\n\nApproved by: Jordan
+        Lee\nSignature: <signature>\n\nSection 4.1: Invoice totals, regional revenue,
+        and reconciliation notes. Section 4.2: Invoice totals, regional revenue, and
+        reconciliation notes. DRAFT Section 4.3: Invoice totals, regional revenue,
+        and reconciliation notes. Section 4.4: Invoice totals, regional revenue, and
+        reconciliation notes. Section 4.5: Invoice totals, regional revenue, and reconciliation
+        notes. Section 4.6: Invoice totals, regional revenue, and reconciliation notes.
+        Section 4.7: Invoice totals, regional revenue, and reconciliation notes. Section
+        4.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 4 of 5\n\nQuarterly Operations Report\n\n# Appendix with Section Boundaries\n\n##
+        1. Scope\n\n## 2. Findings\n\n## 3. Recommendations\n\nSection 5.1: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.2: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.3: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.4: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.5: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.6: Invoice totals, regional revenue, and reconciliation
+        notes. Section 5.7: Invoice totals, regional revenue, and reconciliation notes.
+        Section 5.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 5 of 5","enriched":null,"enrichment_success":false,"blocks":[{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.018308080808080808,"width":0.22712418300653595,"height":0.011994949494949494,"page":1,"original_page":1},"content":"Quarterly
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+        Item                  | Quantity   | Amount   |\n|-|-|-|\n| Document analysis     |
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+        Item continued     | Quantity   | Amount   |\n|-|-|-|\n| Fixture validation
+        | 3          | 45.00    |\n| Provider review    | 1          | 25.00    |","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9573022246360778},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.1: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7204042226076126},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4255050505050505,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.2: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6971822381019592},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.46085858585858586,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.3: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6927557319402695},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4962121212121212,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.4: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6769042581319809},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5315656565656566,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.5: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.683884510397911},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5669191919191919,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.6: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7034911513328552},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6022727272727273,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
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+        1.8: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6971822381019592},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":1,"original_page":1},"content":"Confidential
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+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9090005308389664},"extra":null},{"type":"Title","bbox":{"left":0.07352941176470588,"top":0.037247474747474744,"width":0.4452614379084967,"height":0.027777777777777776,"page":2,"original_page":2},"content":"Revenue
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+        revenue bar chart with four blue bars labeled Q1, Q2, Q3, and Q4. Q1 is the
+        lowest, Q2 is higher, Q3 is lower than Q2, and Q4 is the tallest bar.","image_url":null,"chart_data":null,"confidence":"low","granular_confidence":{"extract_confidence":null,"parse_confidence":0.4104905590415001},"extra":null},{"type":"Figure","bbox":{"left":0.741607666015625,"top":0.0819091796875,"width":0.11834716796875,"height":0.092529296875,"page":2,"original_page":2},"content":"Blue
+        geometric line drawing on a square grid, with a central square and diagonal
+        lines extending to the grid corners.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.303449621796608},"extra":null},{"type":"Figure","bbox":{"left":0.741546630859375,"top":0.20660400390625,"width":0.11749267578125,"height":0.0811767578125,"page":2,"original_page":2},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.28771371841430665},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.29292929292929293,"width":0.33169934640522875,"height":0.015782828282828284,"page":2,"original_page":2},"content":"Formula:
+        gross margin = (revenue - cost) / revenue","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9167426466941834},"extra":null},{"type":"Figure","bbox":{"left":0.7423095703125,"top":0.309906005859375,"width":0.076904296875,"height":0.06085205078125,"page":2,"original_page":2},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.3421227872371674},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.26452020202020204,"page":2,"original_page":2},"content":"Section
+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
+        notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6421052008867263},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":2,"original_page":2},"content":"Confidential
+        | Page 2 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9227842718362809},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.017676767676767676,"width":0.22712418300653595,"height":0.012626262626262626,"page":3,"original_page":3},"content":"Quarterly
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+        Number: INV-2048","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6085940003395081},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.13131313131313133,"width":0.22712418300653595,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Purchase
+        Order: PO-4096","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6242935061454773},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.26073232323232326,"width":0.3382352941176471,"height":0.03535353535353535,"page":3,"original_page":3},"content":"https://example.com/invoices/INV-2048\n<mark>Highlighted
+        total requiring review</mark>","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.4311051070690155},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.3143939393939394,"width":0.5424836601307189,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Reviewer
+        comment: verify the highlighted total before approval","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.45519864559173584},"extra":null},{"type":"Figure","bbox":{"left":0.848846435546875,"top":0.3119659423828125,"width":0.03472900390625,"height":0.025482177734375,"page":3,"original_page":3},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.5457699298858643},"extra":null},{"type":"Comment","bbox":{"left":0.8496732026143791,"top":0.31186868686868685,"width":0.032679738562091505,"height":0.025252525252525252,"page":3,"original_page":3},"content":"Verify
+        the highlighted total","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":1.0},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.36426767676767674,"width":0.1830065359477124,"height":0.010732323232323232,"page":3,"original_page":3},"content":"<change><s>Revised
+        total. 245.00</s></change>","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6584175229072571},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.1: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.5688949227333069},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4255050505050505,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.2: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.5755879878997803},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.46085858585858586,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.3: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.5992506742477417},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4962121212121212,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.4: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.5832033753395081},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5315656565656566,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.5: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.562176525592804},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5669191919191919,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.6: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.590779185295105},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6022727272727273,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
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+        3.8: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.5698526501655579},"extra":null},{"type":"Figure","bbox":{"left":0.1739501953125,"top":0.74609375,"width":0.244873046875,"height":0.091796875,"page":3,"original_page":3},"content":"Linear
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+        | Page 3 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8509646654129029},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.018308080808080808,"width":0.22712418300653595,"height":0.011994949494949494,"page":4,"original_page":4},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8802960753440857},"extra":null},{"type":"Title","bbox":{"left":0.0718954248366013,"top":0.0422979797979798,"width":0.4387254901960784,"height":0.020833333333333332,"page":4,"original_page":4},"content":"Approval
+        Signature and Watermark","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9190816521644593},"extra":null},{"type":"Key
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+        by: Jordan Lee\nSignature: <signature>","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8993409156799317},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.3434343434343434,"width":0.5016339869281046,"height":0.31123737373737376,"page":4,"original_page":4},"content":"Section
+        4.1: Invoice totals, regional revenue, and reconciliation notes. Section 4.2:
+        Invoice totals, regional revenue, and reconciliation notes. DRAFT Section
+        4.3: Invoice totals, regional revenue, and reconciliation notes. Section 4.4:
+        Invoice totals, regional revenue, and reconciliation notes. Section 4.5: Invoice
+        totals, regional revenue, and reconciliation notes. Section 4.6: Invoice totals,
+        regional revenue, and reconciliation notes. Section 4.7: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.8: Invoice totals, regional revenue,
+        and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7228909820318221},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":4,"original_page":4},"content":"Confidential
+        | Page 4 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9192615240812302},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.018308080808080808,"width":0.22712418300653595,"height":0.011994949494949494,"page":5,"original_page":5},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9078197360038758},"extra":null},{"type":"Title","bbox":{"left":0.0727124183006536,"top":0.0422979797979798,"width":0.4305555555555556,"height":0.019570707070707072,"page":5,"original_page":5},"content":"Appendix
+        with Section Boundaries","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9206647515296936},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.09722222222222222,"width":0.09395424836601307,"height":0.023989898989898988,"page":5,"original_page":5},"content":"1.
+        Scope","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8958270728588105},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.0718954248366013,"top":0.16666666666666666,"width":0.12091503267973856,"height":0.015151515151515152,"page":5,"original_page":5},"content":"2.
+        Findings","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9091800391674041},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.2297979797979798,"width":0.22875816993464052,"height":0.012626262626262626,"page":5,"original_page":5},"content":"3.
+        Recommendations","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9221650391817092},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.26452020202020204,"page":5,"original_page":5},"content":"Section
+        5.1: Invoice totals, regional revenue, and reconciliation notes. Section 5.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 5.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.8: Invoice totals, regional revenue, and reconciliation
+        notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7166640102863311},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":5,"original_page":5},"content":"Confidential
+        | Page 5 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9235781162977219},"extra":null}]}],"ocr":null,"custom":null},"parse_mode":null,"document_properties":null}'
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+      - Wed, 02 Sep 2026 22:37:01 GMT
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+      message: ''
+recorded_at: '2026-09-02T22:37:02.002410+00:00'
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and 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+        type: document_url
+      formatting:
+        include:
+        - change_tracking
+        - highlight
+        - comments
+      model: reducto/parse-v3
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/c62722d5d70fcfe261e157a101b97dc5d395162700918c2da578e857fb5cab1e.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/c62722d5d70fcfe261e157a101b97dc5d395162700918c2da578e857fb5cab1e.yaml
new file mode 100644
index 00000000000..b58a0f53a67
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/c62722d5d70fcfe261e157a101b97dc5d395162700918c2da578e857fb5cab1e.yaml
@@ -0,0 +1,721 @@
+interactions:
+- request:
+    body: !!binary |
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+        Operations Report\n\n# Invoice Summary and Line Items\n\n| Item                  |
+        Quantity   | Amount   |\n|-|-|-|\n| Document analysis     | 2          | 120.00   |\n|
+        Document verification | 1          | 80.00    |\n\n| Item continued     |
+        Quantity   | Amount   |\n|-|-|-|\n| Fixture validation | 3          | 45.00    |\n|
+        Provider review    | 1          | 25.00    |\n\nSection 1.1: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.2: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.3: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.4: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.5: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.6: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.7: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.8: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nConfidential | Page 1 of 5\n\nQuarterly
+        Operations Report\n\n# Revenue Chart and Formula Review\n\nQuarterly revenue
+        bar chart with four blue bars labeled Q1, Q2, Q3, and Q4. Q1 is the lowest,
+        Q2 is higher, Q3 is lower than Q2, and Q4 is the tallest bar.\n\nBlue geometric
+        line drawing on a square grid, with a central square and diagonal lines extending
+        to the grid corners.\n\n\n\nFormula: gross margin = (revenue - cost) / revenue\n\n\n\nSection
+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 2 of 5\n\nQuarterly Operations Report\n\n# Key
+        Values, Link, Highlight, and Comment\n\nInvoice Number: INV-2048\n\nPurchase
+        Order: PO-4096\n\n## [https://example.com/invoices/INV-2048](https://example.com/invoices/INV-2048)\nHighlighted
+        total requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\n\n\n## Revised total. 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nLinear barcode.\n\nConfidential | Page
+        3 of 5\n\nQuarterly Operations Report\n\n# Approval Signature and Watermark\n\nApproved
+        by: Jordan Lee\nSignature: <signature>\n\nSection 4.1: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.2: Invoice totals, regional revenue,
+        and reconciliation notes. DRAFT Section 4.3: Invoice totals, regional revenue,
+        and reconciliation notes. Section 4.4: Invoice totals, regional revenue, and
+        reconciliation notes. Section 4.5: Invoice totals, regional revenue, and reconciliation
+        notes. Section 4.6: Invoice totals, regional revenue, and reconciliation notes.
+        Section 4.7: Invoice totals, regional revenue, and reconciliation notes. Section
+        4.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 4 of 5\n\nQuarterly Operations Report\n\n# Appendix with Section Boundaries\n\n##
+        1. Scope\n\n## 2. Findings\n\n## 3. Recommendations\n\nSection 5.1: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.2: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.3: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.4: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.5: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.6: Invoice totals, regional revenue, and reconciliation
+        notes. Section 5.7: Invoice totals, regional revenue, and reconciliation notes.
+        Section 5.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 5 of 5","embed":"Quarterly Operations Report\n\n# Invoice Summary and
+        Line Items\n\n| Item                  | Quantity   | Amount   |\n|-|-|-|\n|
+        Document analysis     | 2          | 120.00   |\n| Document verification |
+        1          | 80.00    |\n\n| Item continued     | Quantity   | Amount   |\n|-|-|-|\n|
+        Fixture validation | 3          | 45.00    |\n| Provider review    | 1          |
+        25.00    |\n\nSection 1.1: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.2: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.3: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.4: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.5: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.6: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.7: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 1 of 5\n\nQuarterly Operations Report\n\n# Revenue
+        Chart and Formula Review\n\nQuarterly revenue bar chart with four blue bars
+        labeled Q1, Q2, Q3, and Q4. Q1 is the lowest, Q2 is higher, Q3 is lower than
+        Q2, and Q4 is the tallest bar.\n\nBlue geometric line drawing on a square
+        grid, with a central square and diagonal lines extending to the grid corners.\n\n\n\nFormula:
+        gross margin = (revenue - cost) / revenue\n\n\n\nSection 2.1: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.2: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.3: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.4: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.5: Invoice totals, regional revenue, and reconciliation
+        notes. Section 2.6: Invoice totals, regional revenue, and reconciliation notes.
+        Section 2.7: Invoice totals, regional revenue, and reconciliation notes. Section
+        2.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 2 of 5\n\nQuarterly Operations Report\n\n# Key Values, Link, Highlight,
+        and Comment\n\nInvoice Number: INV-2048\n\nPurchase Order: PO-4096\n\n## [https://example.com/invoices/INV-2048](https://example.com/invoices/INV-2048)\nHighlighted
+        total requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\n\n\n## Revised total. 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nLinear barcode.\n\nConfidential | Page
+        3 of 5\n\nQuarterly Operations Report\n\n# Approval Signature and Watermark\n\nApproved
+        by: Jordan Lee\nSignature: <signature>\n\nSection 4.1: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.2: Invoice totals, regional revenue,
+        and reconciliation notes. DRAFT Section 4.3: Invoice totals, regional revenue,
+        and reconciliation notes. Section 4.4: Invoice totals, regional revenue, and
+        reconciliation notes. Section 4.5: Invoice totals, regional revenue, and reconciliation
+        notes. Section 4.6: Invoice totals, regional revenue, and reconciliation notes.
+        Section 4.7: Invoice totals, regional revenue, and reconciliation notes. Section
+        4.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 4 of 5\n\nQuarterly Operations Report\n\n# Appendix with Section Boundaries\n\n##
+        1. Scope\n\n## 2. Findings\n\n## 3. Recommendations\n\nSection 5.1: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.2: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.3: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.4: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.5: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.6: Invoice totals, regional revenue, and reconciliation
+        notes. Section 5.7: Invoice totals, regional revenue, and reconciliation notes.
+        Section 5.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
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+        Summary and Line Items","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9120991796255111},"extra":null},{"type":"Table","bbox":{"left":0.0718954248366013,"top":0.07702020202020202,"width":0.8504901960784313,"height":0.13320707070707072,"page":1,"original_page":1},"content":"|
+        Item                  | Quantity   | Amount   |\n|-|-|-|\n| Document analysis     |
+        2          | 120.00   |\n| Document verification | 1          | 80.00    |","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9576186398665111},"extra":null},{"type":"Table","bbox":{"left":0.0727124183006536,"top":0.24116161616161616,"width":0.8488562091503268,"height":0.13320707070707072,"page":1,"original_page":1},"content":"|
+        Item continued     | Quantity   | Amount   |\n|-|-|-|\n| Fixture validation
+        | 3          | 45.00    |\n| Provider review    | 1          | 25.00    |","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9573022246360778},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.1: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7204042226076126},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4255050505050505,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.2: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6971822381019592},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.46085858585858586,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.3: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6927557319402695},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4962121212121212,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.4: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6769042581319809},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5315656565656566,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.5: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.683884510397911},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5669191919191919,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.6: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7034911513328552},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6022727272727273,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.7: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6940211951732635},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6376262626262627,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.8: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6971822381019592},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":1,"original_page":1},"content":"Confidential
+        | Page 1 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9209042668342591},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.017676767676767676,"width":0.22712418300653595,"height":0.012626262626262626,"page":2,"original_page":2},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9090005308389664},"extra":null},{"type":"Title","bbox":{"left":0.07352941176470588,"top":0.037247474747474744,"width":0.4452614379084967,"height":0.027777777777777776,"page":2,"original_page":2},"content":"Revenue
+        Chart and Formula Review","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8688214063644409},"extra":null},{"type":"Figure","bbox":{"left":0.10457516339869281,"top":0.07386363636363637,"width":0.6070261437908496,"height":0.1849747474747475,"page":2,"original_page":2},"content":"Quarterly
+        revenue bar chart with four blue bars labeled Q1, Q2, Q3, and Q4. Q1 is the
+        lowest, Q2 is higher, Q3 is lower than Q2, and Q4 is the tallest bar.","image_url":null,"chart_data":null,"confidence":"low","granular_confidence":{"extract_confidence":null,"parse_confidence":0.41049053817987446},"extra":null},{"type":"Figure","bbox":{"left":0.741607666015625,"top":0.0819091796875,"width":0.11834716796875,"height":0.092529296875,"page":2,"original_page":2},"content":"Blue
+        geometric line drawing on a square grid, with a central square and diagonal
+        lines extending to the grid corners.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.303449621796608},"extra":null},{"type":"Figure","bbox":{"left":0.741546630859375,"top":0.20660400390625,"width":0.11749267578125,"height":0.0811767578125,"page":2,"original_page":2},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.28771371841430665},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.29292929292929293,"width":0.33169934640522875,"height":0.015782828282828284,"page":2,"original_page":2},"content":"Formula:
+        gross margin = (revenue - cost) / revenue","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9167426466941834},"extra":null},{"type":"Figure","bbox":{"left":0.7423095703125,"top":0.309906005859375,"width":0.076904296875,"height":0.06085205078125,"page":2,"original_page":2},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.3421227872371674},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.26452020202020204,"page":2,"original_page":2},"content":"Section
+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
+        notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6421052008867263},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":2,"original_page":2},"content":"Confidential
+        | Page 2 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9227842718362809},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.017676767676767676,"width":0.22712418300653595,"height":0.012626262626262626,"page":3,"original_page":3},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.805020660161972},"extra":null},{"type":"Title","bbox":{"left":0.07352941176470588,"top":0.037247474747474744,"width":0.5236928104575164,"height":0.027777777777777776,"page":3,"original_page":3},"content":"Key
+        Values, Link, Highlight, and Comment","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.907549238204956},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.09974747474747475,"width":0.23039215686274508,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Invoice
+        Number: INV-2048","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7455861002206803},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.13131313131313133,"width":0.22712418300653595,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Purchase
+        Order: PO-4096","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7557907789945602},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.26073232323232326,"width":0.3382352941176471,"height":0.03535353535353535,"page":3,"original_page":3},"content":"[https://example.com/invoices/INV-2048](https://example.com/invoices/INV-2048)\nHighlighted
+        total requiring review","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6238544598221779},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.3143939393939394,"width":0.5424836601307189,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Reviewer
+        comment: verify the highlighted total before approval","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6458791196346283},"extra":null},{"type":"Figure","bbox":{"left":0.848846435546875,"top":0.3119659423828125,"width":0.03472900390625,"height":0.025482177734375,"page":3,"original_page":3},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.35475045442581177},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.36426767676767674,"width":0.1830065359477124,"height":0.010732323232323232,"page":3,"original_page":3},"content":"Revised
+        total. 245.00","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7559733480215072},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.1: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7197816997766495},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4255050505050505,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.2: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7241321921348571},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.46085858585858586,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.3: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7395129382610321},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4962121212121212,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.4: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7290821939706802},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5315656565656566,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.5: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7154147416353225},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5669191919191919,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.6: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7340064704418182},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6022727272727273,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.7: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7154147416353225},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6376262626262627,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.8: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7204042226076126},"extra":null},{"type":"Figure","bbox":{"left":0.1739501953125,"top":0.74609375,"width":0.244873046875,"height":0.091796875,"page":3,"original_page":3},"content":"Linear
+        barcode.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6302859634160995},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":3,"original_page":3},"content":"Confidential
+        | Page 3 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9031270325183869},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.018308080808080808,"width":0.22712418300653595,"height":0.011994949494949494,"page":4,"original_page":4},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8802960753440857},"extra":null},{"type":"Title","bbox":{"left":0.0718954248366013,"top":0.0422979797979798,"width":0.4387254901960784,"height":0.020833333333333332,"page":4,"original_page":4},"content":"Approval
+        Signature and Watermark","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9189441114664079},"extra":null},{"type":"Key
+        Value","bbox":{"left":0.07026143790849673,"top":0.18181818181818182,"width":0.43790849673202614,"height":0.09090909090909091,"page":4,"original_page":4},"content":"Approved
+        by: Jordan Lee\nSignature: <signature>","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8993409156799317},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.3434343434343434,"width":0.5016339869281046,"height":0.31123737373737376,"page":4,"original_page":4},"content":"Section
+        4.1: Invoice totals, regional revenue, and reconciliation notes. Section 4.2:
+        Invoice totals, regional revenue, and reconciliation notes. DRAFT Section
+        4.3: Invoice totals, regional revenue, and reconciliation notes. Section 4.4:
+        Invoice totals, regional revenue, and reconciliation notes. Section 4.5: Invoice
+        totals, regional revenue, and reconciliation notes. Section 4.6: Invoice totals,
+        regional revenue, and reconciliation notes. Section 4.7: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.8: Invoice totals, regional revenue,
+        and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7228909820318221},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":4,"original_page":4},"content":"Confidential
+        | Page 4 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9192615240812302},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.018308080808080808,"width":0.22712418300653595,"height":0.011994949494949494,"page":5,"original_page":5},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9078197360038758},"extra":null},{"type":"Title","bbox":{"left":0.0727124183006536,"top":0.0422979797979798,"width":0.4305555555555556,"height":0.019570707070707072,"page":5,"original_page":5},"content":"Appendix
+        with Section Boundaries","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.920676475763321},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.09722222222222222,"width":0.09395424836601307,"height":0.023989898989898988,"page":5,"original_page":5},"content":"1.
+        Scope","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8958270728588105},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.0718954248366013,"top":0.16666666666666666,"width":0.12091503267973856,"height":0.015151515151515152,"page":5,"original_page":5},"content":"2.
+        Findings","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9091683983802795},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.2297979797979798,"width":0.22875816993464052,"height":0.012626262626262626,"page":5,"original_page":5},"content":"3.
+        Recommendations","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9221650391817092},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.26452020202020204,"page":5,"original_page":5},"content":"Section
+        5.1: Invoice totals, regional revenue, and reconciliation notes. Section 5.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 5.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.8: Invoice totals, regional revenue, and reconciliation
+        notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7166640102863311},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":5,"original_page":5},"content":"Confidential
+        | Page 5 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9235781162977219},"extra":null}]}],"ocr":null,"custom":null},"parse_mode":null,"document_properties":null}'
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+      Content-Type:
+      - application/json
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+      - Wed, 02 Sep 2026 22:36:50 GMT
+    status:
+      code: 200
+      message: ''
+recorded_at: '2026-09-02T22:36:50.717169+00:00'
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and 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+        type: document_url
+      formatting:
+        include:
+        - hyperlinks
+      model: reducto/parse-v3
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/c7189f3c865797bb610303b2a166c56232d69622e5a3efc514e8e1d07976d8ca.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/c7189f3c865797bb610303b2a166c56232d69622e5a3efc514e8e1d07976d8ca.yaml
new file mode 100644
index 00000000000..b3f149bb4ea
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/c7189f3c865797bb610303b2a166c56232d69622e5a3efc514e8e1d07976d8ca.yaml
@@ -0,0 +1,721 @@
+interactions:
+- request:
+    body: !!binary |
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+        Operations Report\n\n# Invoice Summary and Line Items\n\n| Item                  |
+        Quantity   | Amount   |\n|-|-|-|\n| Document analysis     | 2          | 120.00   |\n|
+        Document verification | 1          | 80.00    |\n\n| Item continued     |
+        Quantity   | Amount   |\n|-|-|-|\n| Fixture validation | 3          | 45.00    |\n|
+        Provider review    | 1          | 25.00    |\n\nSection 1.1: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.2: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.3: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.4: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.5: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.6: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.7: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.8: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nConfidential | Page 1 of 5\n\nQuarterly
+        Operations Report\n\n# Revenue Chart and Formula Review\n\nQuarterly revenue
+        bar chart with four blue bars labeled Q1, Q2, Q3, and Q4. Q1 is the lowest,
+        Q2 is higher, Q3 is lower than Q2, and Q4 is the tallest bar.\n\nBlue geometric
+        line drawing on a square grid, with a central square and diagonal lines extending
+        to the grid corners.\n\n\n\nFormula: gross margin = (revenue - cost) / revenue\n\n\n\nSection
+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 2 of 5\n\nQuarterly Operations Report\n\n# Key
+        Values, Link, Highlight, and Comment\n\nInvoice Number: INV-2048\n\nPurchase
+        Order: PO-4096\n\n## https://example.com/invoices/INV-2048\nHighlighted total
+        requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\n\n\n## Revised total. 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nLinear barcode.\n\nConfidential | Page
+        3 of 5\n\nQuarterly Operations Report\n\n# Approval Signature and Watermark\n\nApproved
+        by: Jordan Lee\nSignature: <signature>\n\nSection 4.1: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.2: Invoice totals, regional revenue,
+        and reconciliation notes. DRAFT Section 4.3: Invoice totals, regional revenue,
+        and reconciliation notes. Section 4.4: Invoice totals, regional revenue, and
+        reconciliation notes. Section 4.5: Invoice totals, regional revenue, and reconciliation
+        notes. Section 4.6: Invoice totals, regional revenue, and reconciliation notes.
+        Section 4.7: Invoice totals, regional revenue, and reconciliation notes. Section
+        4.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 4 of 5\n\nQuarterly Operations Report\n\n# Appendix with Section Boundaries\n\n##
+        1. Scope\n\n## 2. Findings\n\n## 3. Recommendations\n\nSection 5.1: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.2: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.3: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.4: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.5: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.6: Invoice totals, regional revenue, and reconciliation
+        notes. Section 5.7: Invoice totals, regional revenue, and reconciliation notes.
+        Section 5.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 5 of 5","embed":"Quarterly Operations Report\n\n# Invoice Summary and
+        Line Items\n\n| Item                  | Quantity   | Amount   |\n|-|-|-|\n|
+        Document analysis     | 2          | 120.00   |\n| Document verification |
+        1          | 80.00    |\n\n| Item continued     | Quantity   | Amount   |\n|-|-|-|\n|
+        Fixture validation | 3          | 45.00    |\n| Provider review    | 1          |
+        25.00    |\n\nSection 1.1: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.2: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.3: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.4: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.5: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.6: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.7: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 1 of 5\n\nQuarterly Operations Report\n\n# Revenue
+        Chart and Formula Review\n\nQuarterly revenue bar chart with four blue bars
+        labeled Q1, Q2, Q3, and Q4. Q1 is the lowest, Q2 is higher, Q3 is lower than
+        Q2, and Q4 is the tallest bar.\n\nBlue geometric line drawing on a square
+        grid, with a central square and diagonal lines extending to the grid corners.\n\n\n\nFormula:
+        gross margin = (revenue - cost) / revenue\n\n\n\nSection 2.1: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.2: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.3: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.4: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.5: Invoice totals, regional revenue, and reconciliation
+        notes. Section 2.6: Invoice totals, regional revenue, and reconciliation notes.
+        Section 2.7: Invoice totals, regional revenue, and reconciliation notes. Section
+        2.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 2 of 5\n\nQuarterly Operations Report\n\n# Key Values, Link, Highlight,
+        and Comment\n\nInvoice Number: INV-2048\n\nPurchase Order: PO-4096\n\n## https://example.com/invoices/INV-2048\nHighlighted
+        total requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\n\n\n## Revised total. 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nLinear barcode.\n\nConfidential | Page
+        3 of 5\n\nQuarterly Operations Report\n\n# Approval Signature and Watermark\n\nApproved
+        by: Jordan Lee\nSignature: <signature>\n\nSection 4.1: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.2: Invoice totals, regional revenue,
+        and reconciliation notes. DRAFT Section 4.3: Invoice totals, regional revenue,
+        and reconciliation notes. Section 4.4: Invoice totals, regional revenue, and
+        reconciliation notes. Section 4.5: Invoice totals, regional revenue, and reconciliation
+        notes. Section 4.6: Invoice totals, regional revenue, and reconciliation notes.
+        Section 4.7: Invoice totals, regional revenue, and reconciliation notes. Section
+        4.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 4 of 5\n\nQuarterly Operations Report\n\n# Appendix with Section Boundaries\n\n##
+        1. Scope\n\n## 2. Findings\n\n## 3. Recommendations\n\nSection 5.1: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.2: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.3: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.4: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.5: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.6: Invoice totals, regional revenue, and reconciliation
+        notes. Section 5.7: Invoice totals, regional revenue, and reconciliation notes.
+        Section 5.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
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+        Item                  | Quantity   | Amount   |\n|-|-|-|\n| Document analysis     |
+        2          | 120.00   |\n| Document verification | 1          | 80.00    |","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9576186398665111},"extra":null},{"type":"Table","bbox":{"left":0.0727124183006536,"top":0.24116161616161616,"width":0.8488562091503268,"height":0.13320707070707072,"page":1,"original_page":1},"content":"|
+        Item continued     | Quantity   | Amount   |\n|-|-|-|\n| Fixture validation
+        | 3          | 45.00    |\n| Provider review    | 1          | 25.00    |","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9573022246360778},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.1: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7204042226076126},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4255050505050505,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.2: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6971822381019592},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.46085858585858586,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.3: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6927557319402695},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4962121212121212,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.4: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6769042581319809},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5315656565656566,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.5: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.683884510397911},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5669191919191919,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
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+        1.8: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6971822381019592},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":1,"original_page":1},"content":"Confidential
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+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9090005308389664},"extra":null},{"type":"Title","bbox":{"left":0.07352941176470588,"top":0.037247474747474744,"width":0.4452614379084967,"height":0.027777777777777776,"page":2,"original_page":2},"content":"Revenue
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+        revenue bar chart with four blue bars labeled Q1, Q2, Q3, and Q4. Q1 is the
+        lowest, Q2 is higher, Q3 is lower than Q2, and Q4 is the tallest bar.","image_url":null,"chart_data":null,"confidence":"low","granular_confidence":{"extract_confidence":null,"parse_confidence":0.4104905590415001},"extra":null},{"type":"Figure","bbox":{"left":0.741607666015625,"top":0.0819091796875,"width":0.11834716796875,"height":0.092529296875,"page":2,"original_page":2},"content":"Blue
+        geometric line drawing on a square grid, with a central square and diagonal
+        lines extending to the grid corners.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.303449621796608},"extra":null},{"type":"Figure","bbox":{"left":0.741546630859375,"top":0.20660400390625,"width":0.11749267578125,"height":0.0811767578125,"page":2,"original_page":2},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.28771371841430665},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.29292929292929293,"width":0.33169934640522875,"height":0.015782828282828284,"page":2,"original_page":2},"content":"Formula:
+        gross margin = (revenue - cost) / revenue","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9167426466941834},"extra":null},{"type":"Figure","bbox":{"left":0.7423095703125,"top":0.309906005859375,"width":0.076904296875,"height":0.06085205078125,"page":2,"original_page":2},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.3421227872371674},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.26452020202020204,"page":2,"original_page":2},"content":"Section
+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
+        notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6421052008867263},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":2,"original_page":2},"content":"Confidential
+        | Page 2 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9227842718362809},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.017676767676767676,"width":0.22712418300653595,"height":0.012626262626262626,"page":3,"original_page":3},"content":"Quarterly
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+        Values, Link, Highlight, and Comment","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.907549238204956},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.09974747474747475,"width":0.23039215686274508,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Invoice
+        Number: INV-2048","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7455861002206803},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.13131313131313133,"width":0.22712418300653595,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Purchase
+        Order: PO-4096","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7557907789945602},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.26073232323232326,"width":0.3382352941176471,"height":0.03535353535353535,"page":3,"original_page":3},"content":"https://example.com/invoices/INV-2048\nHighlighted
+        total requiring review","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6239689275622368},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.3143939393939394,"width":0.5424836601307189,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Reviewer
+        comment: verify the highlighted total before approval","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6458791196346283},"extra":null},{"type":"Figure","bbox":{"left":0.848846435546875,"top":0.3119659423828125,"width":0.03472900390625,"height":0.025482177734375,"page":3,"original_page":3},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.35475045442581177},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.36426767676767674,"width":0.1830065359477124,"height":0.010732323232323232,"page":3,"original_page":3},"content":"Revised
+        total. 245.00","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7559733271598816},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.1: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7197816997766495},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4255050505050505,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.2: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7241321921348571},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.46085858585858586,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.3: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7395129382610321},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4962121212121212,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.4: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7290821939706802},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5315656565656566,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.5: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7154147416353225},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5669191919191919,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
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+        3.7: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7154147416353225},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6376262626262627,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.8: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7204042226076126},"extra":null},{"type":"Figure","bbox":{"left":0.1739501953125,"top":0.74609375,"width":0.244873046875,"height":0.091796875,"page":3,"original_page":3},"content":"Linear
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+        | Page 3 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9031270325183869},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.018308080808080808,"width":0.22712418300653595,"height":0.011994949494949494,"page":4,"original_page":4},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8802960753440857},"extra":null},{"type":"Title","bbox":{"left":0.0718954248366013,"top":0.0422979797979798,"width":0.4387254901960784,"height":0.020833333333333332,"page":4,"original_page":4},"content":"Approval
+        Signature and Watermark","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9190816521644593},"extra":null},{"type":"Key
+        Value","bbox":{"left":0.07026143790849673,"top":0.18181818181818182,"width":0.43790849673202614,"height":0.09090909090909091,"page":4,"original_page":4},"content":"Approved
+        by: Jordan Lee\nSignature: <signature>","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8993409156799317},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.3434343434343434,"width":0.5016339869281046,"height":0.31123737373737376,"page":4,"original_page":4},"content":"Section
+        4.1: Invoice totals, regional revenue, and reconciliation notes. Section 4.2:
+        Invoice totals, regional revenue, and reconciliation notes. DRAFT Section
+        4.3: Invoice totals, regional revenue, and reconciliation notes. Section 4.4:
+        Invoice totals, regional revenue, and reconciliation notes. Section 4.5: Invoice
+        totals, regional revenue, and reconciliation notes. Section 4.6: Invoice totals,
+        regional revenue, and reconciliation notes. Section 4.7: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.8: Invoice totals, regional revenue,
+        and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7228909820318221},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":4,"original_page":4},"content":"Confidential
+        | Page 4 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9192615240812302},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.018308080808080808,"width":0.22712418300653595,"height":0.011994949494949494,"page":5,"original_page":5},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9078197360038758},"extra":null},{"type":"Title","bbox":{"left":0.0727124183006536,"top":0.0422979797979798,"width":0.4305555555555556,"height":0.019570707070707072,"page":5,"original_page":5},"content":"Appendix
+        with Section Boundaries","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9206647515296936},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.09722222222222222,"width":0.09395424836601307,"height":0.023989898989898988,"page":5,"original_page":5},"content":"1.
+        Scope","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8958270728588105},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.0718954248366013,"top":0.16666666666666666,"width":0.12091503267973856,"height":0.015151515151515152,"page":5,"original_page":5},"content":"2.
+        Findings","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9091800391674041},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.2297979797979798,"width":0.22875816993464052,"height":0.012626262626262626,"page":5,"original_page":5},"content":"3.
+        Recommendations","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9221650391817092},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.26452020202020204,"page":5,"original_page":5},"content":"Section
+        5.1: Invoice totals, regional revenue, and reconciliation notes. Section 5.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 5.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.8: Invoice totals, regional revenue, and reconciliation
+        notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7166640102863311},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":5,"original_page":5},"content":"Confidential
+        | Page 5 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9235781162977219},"extra":null}]}],"ocr":null,"custom":null},"parse_mode":null,"document_properties":null}'
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+      - Wed, 02 Sep 2026 22:36:40 GMT
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+      message: ''
+recorded_at: '2026-09-02T22:36:41.041944+00:00'
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and 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+        type: document_url
+      model: reducto/parse-v3
+      settings:
+        embed_pdf_metadata: true
+        embed_pdf_metadata_dpi: 50
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/c7866f5ffc35a524b0bd4d3a17c84d903620ff22cd009cb967ae6f32e004bf7e.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/c7866f5ffc35a524b0bd4d3a17c84d903620ff22cd009cb967ae6f32e004bf7e.yaml
new file mode 100644
index 00000000000..5487aa43dfe
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/c7866f5ffc35a524b0bd4d3a17c84d903620ff22cd009cb967ae6f32e004bf7e.yaml
@@ -0,0 +1,727 @@
+interactions:
+- request:
+    body: !!binary |
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+        Operations Report\n\n# Invoice Summary and Line Items\n\n| Item                  |
+        Quantity   | Amount   |\n|-|-|-|\n| Document analysis     | 2          | 120.00   |\n|
+        Document verification | 1          | 80.00    |\n\n| Item continued     |
+        Quantity   | Amount   |\n|-|-|-|\n| Fixture validation | 3          | 45.00    |\n|
+        Provider review    | 1          | 25.00    |\n\nSection 1.1: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.2: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.3: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.4: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.5: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.6: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.7: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.8: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nConfidential | Page 1 of 5\n\nQuarterly
+        Operations Report","embed":"Quarterly Operations Report\n\n# Invoice Summary
+        and Line Items\n\n| Item                  | Quantity   | Amount   |\n|-|-|-|\n|
+        Document analysis     | 2          | 120.00   |\n| Document verification |
+        1          | 80.00    |\n\n| Item continued     | Quantity   | Amount   |\n|-|-|-|\n|
+        Fixture validation | 3          | 45.00    |\n| Provider review    | 1          |
+        25.00    |\n\nSection 1.1: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.2: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.3: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.4: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.5: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.6: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.7: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 1 of 5\n\nQuarterly Operations Report","enriched":null,"enrichment_success":false,"blocks":[{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.018308080808080808,"width":0.22712418300653595,"height":0.011994949494949494,"page":1,"original_page":1},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.908977261185646},"extra":null},{"type":"Title","bbox":{"left":0.07352941176470588,"top":0.037247474747474744,"width":0.40604575163398693,"height":0.027777777777777776,"page":1,"original_page":1},"content":"Invoice
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+        Item                  | Quantity   | Amount   |\n|-|-|-|\n| Document analysis     |
+        2          | 120.00   |\n| Document verification | 1          | 80.00    |","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9576186398665111},"extra":null},{"type":"Table","bbox":{"left":0.0727124183006536,"top":0.24116161616161616,"width":0.8488562091503268,"height":0.13320707070707072,"page":1,"original_page":1},"content":"|
+        Item continued     | Quantity   | Amount   |\n|-|-|-|\n| Fixture validation
+        | 3          | 45.00    |\n| Provider review    | 1          | 25.00    |","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9573022246360778},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.1: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7204042226076126},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4255050505050505,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.2: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6971822381019592},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.46085858585858586,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.3: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6927557319402695},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4962121212121212,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.4: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6769042581319809},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5315656565656566,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.5: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.683884510397911},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5669191919191919,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.6: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7034911513328552},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6022727272727273,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.7: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6940211951732635},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6376262626262627,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.8: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6971822381019592},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":1,"original_page":1},"content":"Confidential
+        | Page 1 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9209042668342591},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.017676767676767676,"width":0.22712418300653595,"height":0.012626262626262626,"page":2,"original_page":2},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9090005308389664},"extra":null}]},{"content":"#
+        Revenue Chart and Formula Review\n\nQuarterly revenue bar chart with four
+        blue bars labeled Q1, Q2, Q3, and Q4. Q1 is the lowest, Q2 is higher, Q3 is
+        lower than Q2, and Q4 is the tallest bar.\n\nBlue geometric line drawing on
+        a square grid, with a central square and diagonal lines extending to the grid
+        corners.\n\n\n\nFormula: gross margin = (revenue - cost) / revenue\n\n\n\nSection
+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 2 of 5\n\nQuarterly Operations Report\n\n# Key
+        Values, Link, Highlight, and Comment\n\nInvoice Number: INV-2048\n\nPurchase
+        Order: PO-4096\n\n## https://example.com/invoices/INV-2048\nHighlighted total
+        requiring review\n\nReviewer comment: verify the highlighted total before
+        approval","embed":"# Revenue Chart and Formula Review\n\nQuarterly revenue
+        bar chart with four blue bars labeled Q1, Q2, Q3, and Q4. Q1 is the lowest,
+        Q2 is higher, Q3 is lower than Q2, and Q4 is the tallest bar.\n\nBlue geometric
+        line drawing on a square grid, with a central square and diagonal lines extending
+        to the grid corners.\n\n\n\nFormula: gross margin = (revenue - cost) / revenue\n\n\n\nSection
+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 2 of 5\n\nQuarterly Operations Report\n\n# Key
+        Values, Link, Highlight, and Comment\n\nInvoice Number: INV-2048\n\nPurchase
+        Order: PO-4096\n\n## https://example.com/invoices/INV-2048\nHighlighted total
+        requiring review\n\nReviewer comment: verify the highlighted total before
+        approval","enriched":null,"enrichment_success":false,"blocks":[{"type":"Title","bbox":{"left":0.07352941176470588,"top":0.037247474747474744,"width":0.4452614379084967,"height":0.027777777777777776,"page":2,"original_page":2},"content":"Revenue
+        Chart and Formula Review","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8688214063644409},"extra":null},{"type":"Figure","bbox":{"left":0.10457516339869281,"top":0.07386363636363637,"width":0.6070261437908496,"height":0.1849747474747475,"page":2,"original_page":2},"content":"Quarterly
+        revenue bar chart with four blue bars labeled Q1, Q2, Q3, and Q4. Q1 is the
+        lowest, Q2 is higher, Q3 is lower than Q2, and Q4 is the tallest bar.","image_url":null,"chart_data":null,"confidence":"low","granular_confidence":{"extract_confidence":null,"parse_confidence":0.4104905590415001},"extra":null},{"type":"Figure","bbox":{"left":0.741607666015625,"top":0.0819091796875,"width":0.11834716796875,"height":0.092529296875,"page":2,"original_page":2},"content":"Blue
+        geometric line drawing on a square grid, with a central square and diagonal
+        lines extending to the grid corners.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.303449621796608},"extra":null},{"type":"Figure","bbox":{"left":0.741546630859375,"top":0.20660400390625,"width":0.11749267578125,"height":0.0811767578125,"page":2,"original_page":2},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.28771371841430665},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.29292929292929293,"width":0.33169934640522875,"height":0.015782828282828284,"page":2,"original_page":2},"content":"Formula:
+        gross margin = (revenue - cost) / revenue","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9167426466941834},"extra":null},{"type":"Figure","bbox":{"left":0.7423095703125,"top":0.309906005859375,"width":0.076904296875,"height":0.06085205078125,"page":2,"original_page":2},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.3421227872371674},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.26452020202020204,"page":2,"original_page":2},"content":"Section
+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
+        notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6421052008867263},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":2,"original_page":2},"content":"Confidential
+        | Page 2 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9227842718362809},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.017676767676767676,"width":0.22712418300653595,"height":0.012626262626262626,"page":3,"original_page":3},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.805020660161972},"extra":null},{"type":"Title","bbox":{"left":0.07352941176470588,"top":0.037247474747474744,"width":0.5236928104575164,"height":0.027777777777777776,"page":3,"original_page":3},"content":"Key
+        Values, Link, Highlight, and Comment","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.907549238204956},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.09974747474747475,"width":0.23039215686274508,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Invoice
+        Number: INV-2048","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7455861002206803},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.13131313131313133,"width":0.22712418300653595,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Purchase
+        Order: PO-4096","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7557907789945602},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.26073232323232326,"width":0.3382352941176471,"height":0.03535353535353535,"page":3,"original_page":3},"content":"https://example.com/invoices/INV-2048\nHighlighted
+        total requiring review","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6238544598221779},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.3143939393939394,"width":0.5424836601307189,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Reviewer
+        comment: verify the highlighted total before approval","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6458791196346283},"extra":null},{"type":"Figure","bbox":{"left":0.848846435546875,"top":0.3119659423828125,"width":0.03472900390625,"height":0.025482177734375,"page":3,"original_page":3},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.35475045442581177},"extra":null}]},{"content":"#
+        Key Values, Link, Highlight, and Comment (cont.)\n\n## Revised total. 245.00\n\nSection
+        3.1: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.2: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.3: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.4: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.5: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.6: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.7: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.8: Invoice totals, regional revenue, and reconciliation notes.\n\nLinear
+        barcode.\n\nConfidential | Page 3 of 5\n\nQuarterly Operations Report\n\n#
+        Approval Signature and Watermark\n\nApproved by: Jordan Lee\nSignature: <signature>\n\nSection
+        4.1: Invoice totals, regional revenue, and reconciliation notes. Section 4.2:
+        Invoice totals, regional revenue, and reconciliation notes. DRAFT Section
+        4.3: Invoice totals, regional revenue, and reconciliation notes. Section 4.4:
+        Invoice totals, regional revenue, and reconciliation notes. Section 4.5: Invoice
+        totals, regional revenue, and reconciliation notes. Section 4.6: Invoice totals,
+        regional revenue, and reconciliation notes. Section 4.7: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.8: Invoice totals, regional revenue,
+        and reconciliation notes.\n\nConfidential | Page 4 of 5\n\nQuarterly Operations
+        Report\n\n# Appendix with Section Boundaries\n\n## 1. Scope\n\n## 2. Findings","embed":"#
+        Key Values, Link, Highlight, and Comment (cont.)\n\n## Revised total. 245.00\n\nSection
+        3.1: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.2: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.3: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.4: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.5: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.6: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.7: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.8: Invoice totals, regional revenue, and reconciliation notes.\n\nLinear
+        barcode.\n\nConfidential | Page 3 of 5\n\nQuarterly Operations Report\n\n#
+        Approval Signature and Watermark\n\nApproved by: Jordan Lee\nSignature: <signature>\n\nSection
+        4.1: Invoice totals, regional revenue, and reconciliation notes. Section 4.2:
+        Invoice totals, regional revenue, and reconciliation notes. DRAFT Section
+        4.3: Invoice totals, regional revenue, and reconciliation notes. Section 4.4:
+        Invoice totals, regional revenue, and reconciliation notes. Section 4.5: Invoice
+        totals, regional revenue, and reconciliation notes. Section 4.6: Invoice totals,
+        regional revenue, and reconciliation notes. Section 4.7: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.8: Invoice totals, regional revenue,
+        and reconciliation notes.\n\nConfidential | Page 4 of 5\n\nQuarterly Operations
+        Report\n\n# Appendix with Section Boundaries\n\n## 1. Scope\n\n## 2. Findings","enriched":null,"enrichment_success":false,"blocks":[{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.36426767676767674,"width":0.1830065359477124,"height":0.010732323232323232,"page":3,"original_page":3},"content":"Revised
+        total. 245.00","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7559733480215072},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.1: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7197816997766495},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4255050505050505,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.2: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7241321921348571},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.46085858585858586,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.3: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7395129382610321},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4962121212121212,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.4: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7290821939706802},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5315656565656566,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.5: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7154147416353225},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5669191919191919,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.6: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7340064704418182},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6022727272727273,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.7: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7154147416353225},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6376262626262627,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.8: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7204042226076126},"extra":null},{"type":"Figure","bbox":{"left":0.1739501953125,"top":0.74609375,"width":0.244873046875,"height":0.091796875,"page":3,"original_page":3},"content":"Linear
+        barcode.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6302859634160995},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":3,"original_page":3},"content":"Confidential
+        | Page 3 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9031270325183869},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.018308080808080808,"width":0.22712418300653595,"height":0.011994949494949494,"page":4,"original_page":4},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8802960753440857},"extra":null},{"type":"Title","bbox":{"left":0.0718954248366013,"top":0.0422979797979798,"width":0.4387254901960784,"height":0.020833333333333332,"page":4,"original_page":4},"content":"Approval
+        Signature and Watermark","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9189441114664079},"extra":null},{"type":"Key
+        Value","bbox":{"left":0.07026143790849673,"top":0.18181818181818182,"width":0.43790849673202614,"height":0.09090909090909091,"page":4,"original_page":4},"content":"Approved
+        by: Jordan Lee\nSignature: <signature>","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8993409156799317},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.3434343434343434,"width":0.5016339869281046,"height":0.31123737373737376,"page":4,"original_page":4},"content":"Section
+        4.1: Invoice totals, regional revenue, and reconciliation notes. Section 4.2:
+        Invoice totals, regional revenue, and reconciliation notes. DRAFT Section
+        4.3: Invoice totals, regional revenue, and reconciliation notes. Section 4.4:
+        Invoice totals, regional revenue, and reconciliation notes. Section 4.5: Invoice
+        totals, regional revenue, and reconciliation notes. Section 4.6: Invoice totals,
+        regional revenue, and reconciliation notes. Section 4.7: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.8: Invoice totals, regional revenue,
+        and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7228909820318221},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":4,"original_page":4},"content":"Confidential
+        | Page 4 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9192615240812302},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.018308080808080808,"width":0.22712418300653595,"height":0.011994949494949494,"page":5,"original_page":5},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9078197360038758},"extra":null},{"type":"Title","bbox":{"left":0.0727124183006536,"top":0.0422979797979798,"width":0.4305555555555556,"height":0.019570707070707072,"page":5,"original_page":5},"content":"Appendix
+        with Section Boundaries","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.920676475763321},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.09722222222222222,"width":0.09395424836601307,"height":0.023989898989898988,"page":5,"original_page":5},"content":"1.
+        Scope","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8958270728588105},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.0718954248366013,"top":0.16666666666666666,"width":0.12091503267973856,"height":0.015151515151515152,"page":5,"original_page":5},"content":"2.
+        Findings","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9091683983802795},"extra":null}]},{"content":"#
+        Appendix with Section Boundaries (cont.)\n\n## 3. Recommendations\n\nSection
+        5.1: Invoice totals, regional revenue, and reconciliation notes. Section 5.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 5.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 5 of 5","embed":"# Appendix with Section Boundaries
+        (cont.)\n\n## 3. Recommendations\n\nSection 5.1: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.2: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.3: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.4: Invoice totals, regional revenue, and reconciliation
+        notes. Section 5.5: Invoice totals, regional revenue, and reconciliation notes.
+        Section 5.6: Invoice totals, regional revenue, and reconciliation notes. Section
+        5.7: Invoice totals, regional revenue, and reconciliation notes. Section 5.8:
+        Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 5 of 5","enriched":null,"enrichment_success":false,"blocks":[{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.2297979797979798,"width":0.22875816993464052,"height":0.012626262626262626,"page":5,"original_page":5},"content":"3.
+        Recommendations","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9221650391817092},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.26452020202020204,"page":5,"original_page":5},"content":"Section
+        5.1: Invoice totals, regional revenue, and reconciliation notes. Section 5.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 5.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.8: Invoice totals, regional revenue, and reconciliation
+        notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7166640102863311},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":5,"original_page":5},"content":"Confidential
+        | Page 5 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9235781162977219},"extra":null}]}],"ocr":null,"custom":null},"parse_mode":null,"document_properties":null}'
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+      - application/json
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+      - Wed, 02 Sep 2026 22:36:56 GMT
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and 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+        type: document_url
+      model: reducto/parse-v3
+      retrieval:
+        chunking:
+          chunk_mode: variable
+          chunk_size: 1500
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/ca13358e42e60534fabdeaff43e3d455838347a42e525d2a65a42b715fb3dacd.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/ca13358e42e60534fabdeaff43e3d455838347a42e525d2a65a42b715fb3dacd.yaml
new file mode 100644
index 00000000000..a0d492c938b
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/ca13358e42e60534fabdeaff43e3d455838347a42e525d2a65a42b715fb3dacd.yaml
@@ -0,0 +1,820 @@
+interactions:
+- request:
+    body: !!binary |
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+        Revenue Chart and Formula Review (cont.)\n\nQuarterly revenue bar chart with
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+        and Formula Review (cont.)\n\nQuarterly revenue bar chart with four blue bars
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+        revenue bar chart with four blue bars labeled Q1, Q2, Q3, and Q4. Q1 is the
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+        Revenue Chart and Formula Review (cont.)\n\nBlue geometric line drawing on
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+        lines extending to the grid corners.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.303449621796608},"extra":null}]},{"content":"#
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+        Review (cont.)","enriched":null,"enrichment_success":false,"blocks":[{"type":"Figure","bbox":{"left":0.7423095703125,"top":0.309906005859375,"width":0.076904296875,"height":0.06085205078125,"page":2,"original_page":2},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.3421227872371674},"extra":null}]},{"content":"#
+        Revenue Chart and Formula Review (cont.)\n\nSection 2.1: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.2: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.3: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.4: Invoice totals, regional revenue, and reconciliation
+        notes. Section 2.5: Invoice totals, regional revenue, and reconciliation notes.
+        Section 2.6: Invoice totals, regional revenue, and reconciliation notes. Section
+        2.7: Invoice totals, regional revenue, and reconciliation notes. Section 2.8:
+        Invoice totals, regional revenue, and reconciliation notes.","embed":"# Revenue
+        Chart and Formula Review (cont.)\n\nSection 2.1: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.2: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.3: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.4: Invoice totals, regional revenue, and reconciliation
+        notes. Section 2.5: Invoice totals, regional revenue, and reconciliation notes.
+        Section 2.6: Invoice totals, regional revenue, and reconciliation notes. Section
+        2.7: Invoice totals, regional revenue, and reconciliation notes. Section 2.8:
+        Invoice totals, regional revenue, and reconciliation notes.","enriched":null,"enrichment_success":false,"blocks":[{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.26452020202020204,"page":2,"original_page":2},"content":"Section
+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
+        notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6421052008867263},"extra":null}]},{"content":"#
+        Revenue Chart and Formula Review (cont.)\n\nConfidential | Page 2 of 5","embed":"#
+        Revenue Chart and Formula Review (cont.)\n\nConfidential | Page 2 of 5","enriched":null,"enrichment_success":false,"blocks":[{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":2,"original_page":2},"content":"Confidential
+        | Page 2 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9227842718362809},"extra":null}]},{"content":"#
+        Revenue Chart and Formula Review (cont.)\n\nQuarterly Operations Report","embed":"#
+        Revenue Chart and Formula Review (cont.)\n\nQuarterly Operations Report","enriched":null,"enrichment_success":false,"blocks":[{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.017676767676767676,"width":0.22712418300653595,"height":0.012626262626262626,"page":3,"original_page":3},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.805020660161972},"extra":null}]},{"content":"#
+        Key Values, Link, Highlight, and Comment","embed":"# Key Values, Link, Highlight,
+        and Comment","enriched":null,"enrichment_success":false,"blocks":[{"type":"Title","bbox":{"left":0.07352941176470588,"top":0.037247474747474744,"width":0.5236928104575164,"height":0.027777777777777776,"page":3,"original_page":3},"content":"Key
+        Values, Link, Highlight, and Comment","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.907549238204956},"extra":null}]},{"content":"#
+        Key Values, Link, Highlight, and Comment (cont.)\n\nInvoice Number: INV-2048","embed":"#
+        Key Values, Link, Highlight, and Comment (cont.)\n\nInvoice Number: INV-2048","enriched":null,"enrichment_success":false,"blocks":[{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.09974747474747475,"width":0.23039215686274508,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Invoice
+        Number: INV-2048","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7455861002206803},"extra":null}]},{"content":"#
+        Key Values, Link, Highlight, and Comment (cont.)\n\nPurchase Order: PO-4096","embed":"#
+        Key Values, Link, Highlight, and Comment (cont.)\n\nPurchase Order: PO-4096","enriched":null,"enrichment_success":false,"blocks":[{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.13131313131313133,"width":0.22712418300653595,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Purchase
+        Order: PO-4096","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7557907789945602},"extra":null}]},{"content":"#
+        Key Values, Link, Highlight, and Comment (cont.)\n\n## https://example.com/invoices/INV-2048\nHighlighted
+        total requiring review","embed":"# Key Values, Link, Highlight, and Comment
+        (cont.)\n\n## https://example.com/invoices/INV-2048\nHighlighted total requiring
+        review","enriched":null,"enrichment_success":false,"blocks":[{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.26073232323232326,"width":0.3382352941176471,"height":0.03535353535353535,"page":3,"original_page":3},"content":"https://example.com/invoices/INV-2048\nHighlighted
+        total requiring review","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6239689275622368},"extra":null}]},{"content":"#
+        Key Values, Link, Highlight, and Comment (cont.)\n\n## https://example.com/invoices/INV-2048\nHighlighted
+        total requiring review (cont.)\n\nReviewer comment: verify the highlighted
+        total before approval","embed":"# Key Values, Link, Highlight, and Comment
+        (cont.)\n\n## https://example.com/invoices/INV-2048\nHighlighted total requiring
+        review (cont.)\n\nReviewer comment: verify the highlighted total before approval","enriched":null,"enrichment_success":false,"blocks":[{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.3143939393939394,"width":0.5424836601307189,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Reviewer
+        comment: verify the highlighted total before approval","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6458791196346283},"extra":null}]},{"content":"#
+        Key Values, Link, Highlight, and Comment (cont.)\n\n## https://example.com/invoices/INV-2048\nHighlighted
+        total requiring review (cont.)","embed":"# Key Values, Link, Highlight, and
+        Comment (cont.)\n\n## https://example.com/invoices/INV-2048\nHighlighted total
+        requiring review (cont.)","enriched":null,"enrichment_success":false,"blocks":[{"type":"Figure","bbox":{"left":0.848846435546875,"top":0.3119659423828125,"width":0.03472900390625,"height":0.025482177734375,"page":3,"original_page":3},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.35475045442581177},"extra":null}]},{"content":"#
+        Key Values, Link, Highlight, and Comment (cont.)\n\n## Revised total. 245.00","embed":"#
+        Key Values, Link, Highlight, and Comment (cont.)\n\n## Revised total. 245.00","enriched":null,"enrichment_success":false,"blocks":[{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.36426767676767674,"width":0.1830065359477124,"height":0.010732323232323232,"page":3,"original_page":3},"content":"Revised
+        total. 245.00","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7559733271598816},"extra":null}]},{"content":"#
+        Key Values, Link, Highlight, and Comment (cont.)\n\n## Revised total. 245.00
+        (cont.)\n\nSection 3.1: Invoice totals, regional revenue, and reconciliation
+        notes.","embed":"# Key Values, Link, Highlight, and Comment (cont.)\n\n##
+        Revised total. 245.00 (cont.)\n\nSection 3.1: Invoice totals, regional revenue,
+        and reconciliation notes.","enriched":null,"enrichment_success":false,"blocks":[{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.1: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7197816997766495},"extra":null}]},{"content":"#
+        Key Values, Link, Highlight, and Comment (cont.)\n\n## Revised total. 245.00
+        (cont.)\n\nSection 3.2: Invoice totals, regional revenue, and reconciliation
+        notes.","embed":"# Key Values, Link, Highlight, and Comment (cont.)\n\n##
+        Revised total. 245.00 (cont.)\n\nSection 3.2: Invoice totals, regional revenue,
+        and reconciliation notes.","enriched":null,"enrichment_success":false,"blocks":[{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4255050505050505,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.2: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7241321921348571},"extra":null}]},{"content":"#
+        Key Values, Link, Highlight, and Comment (cont.)\n\n## Revised total. 245.00
+        (cont.)\n\nSection 3.3: Invoice totals, regional revenue, and reconciliation
+        notes.","embed":"# Key Values, Link, Highlight, and Comment (cont.)\n\n##
+        Revised total. 245.00 (cont.)\n\nSection 3.3: Invoice totals, regional revenue,
+        and reconciliation notes.","enriched":null,"enrichment_success":false,"blocks":[{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.46085858585858586,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
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+        Key Values, Link, Highlight, and Comment (cont.)\n\n## Revised total. 245.00
+        (cont.)\n\nSection 3.4: Invoice totals, regional revenue, and reconciliation
+        notes.","embed":"# Key Values, Link, Highlight, and Comment (cont.)\n\n##
+        Revised total. 245.00 (cont.)\n\nSection 3.4: Invoice totals, regional revenue,
+        and reconciliation notes.","enriched":null,"enrichment_success":false,"blocks":[{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4962121212121212,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.4: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7290821939706802},"extra":null}]},{"content":"#
+        Key Values, Link, Highlight, and Comment (cont.)\n\n## Revised total. 245.00
+        (cont.)\n\nSection 3.5: Invoice totals, regional revenue, and reconciliation
+        notes.","embed":"# Key Values, Link, Highlight, and Comment (cont.)\n\n##
+        Revised total. 245.00 (cont.)\n\nSection 3.5: Invoice totals, regional revenue,
+        and reconciliation notes.","enriched":null,"enrichment_success":false,"blocks":[{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5315656565656566,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.5: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7154147416353225},"extra":null}]},{"content":"#
+        Key Values, Link, Highlight, and Comment (cont.)\n\n## Revised total. 245.00
+        (cont.)\n\nSection 3.6: Invoice totals, regional revenue, and reconciliation
+        notes.","embed":"# Key Values, Link, Highlight, and Comment (cont.)\n\n##
+        Revised total. 245.00 (cont.)\n\nSection 3.6: Invoice totals, regional revenue,
+        and reconciliation notes.","enriched":null,"enrichment_success":false,"blocks":[{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5669191919191919,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.6: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7340064704418182},"extra":null}]},{"content":"#
+        Key Values, Link, Highlight, and Comment (cont.)\n\n## Revised total. 245.00
+        (cont.)\n\nSection 3.7: Invoice totals, regional revenue, and reconciliation
+        notes.","embed":"# Key Values, Link, Highlight, and Comment (cont.)\n\n##
+        Revised total. 245.00 (cont.)\n\nSection 3.7: Invoice totals, regional revenue,
+        and reconciliation notes.","enriched":null,"enrichment_success":false,"blocks":[{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6022727272727273,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
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+        Key Values, Link, Highlight, and Comment (cont.)\n\n## Revised total. 245.00
+        (cont.)\n\nSection 3.8: Invoice totals, regional revenue, and reconciliation
+        notes.","embed":"# Key Values, Link, Highlight, and Comment (cont.)\n\n##
+        Revised total. 245.00 (cont.)\n\nSection 3.8: Invoice totals, regional revenue,
+        and reconciliation notes.","enriched":null,"enrichment_success":false,"blocks":[{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6376262626262627,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.8: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7204042226076126},"extra":null}]},{"content":"#
+        Key Values, Link, Highlight, and Comment (cont.)\n\n## Revised total. 245.00
+        (cont.)\n\nLinear barcode.","embed":"# Key Values, Link, Highlight, and Comment
+        (cont.)\n\n## Revised total. 245.00 (cont.)\n\nLinear barcode.","enriched":null,"enrichment_success":false,"blocks":[{"type":"Figure","bbox":{"left":0.1739501953125,"top":0.74609375,"width":0.244873046875,"height":0.091796875,"page":3,"original_page":3},"content":"Linear
+        barcode.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6302859634160995},"extra":null}]},{"content":"#
+        Key Values, Link, Highlight, and Comment (cont.)\n\n## Revised total. 245.00
+        (cont.)\n\nConfidential | Page 3 of 5","embed":"# Key Values, Link, Highlight,
+        and Comment (cont.)\n\n## Revised total. 245.00 (cont.)\n\nConfidential |
+        Page 3 of 5","enriched":null,"enrichment_success":false,"blocks":[{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":3,"original_page":3},"content":"Confidential
+        | Page 3 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9031270325183869},"extra":null}]},{"content":"#
+        Key Values, Link, Highlight, and Comment (cont.)\n\n## Revised total. 245.00
+        (cont.)\n\nQuarterly Operations Report","embed":"# Key Values, Link, Highlight,
+        and Comment (cont.)\n\n## Revised total. 245.00 (cont.)\n\nQuarterly Operations
+        Report","enriched":null,"enrichment_success":false,"blocks":[{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.018308080808080808,"width":0.22712418300653595,"height":0.011994949494949494,"page":4,"original_page":4},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8802960753440857},"extra":null}]},{"content":"#
+        Approval Signature and Watermark","embed":"# Approval Signature and Watermark","enriched":null,"enrichment_success":false,"blocks":[{"type":"Title","bbox":{"left":0.0718954248366013,"top":0.0422979797979798,"width":0.4387254901960784,"height":0.020833333333333332,"page":4,"original_page":4},"content":"Approval
+        Signature and Watermark","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9190816521644593},"extra":null}]},{"content":"#
+        Approval Signature and Watermark (cont.)\n\nApproved by: Jordan Lee\nSignature:
+        <signature>","embed":"# Approval Signature and Watermark (cont.)\n\nApproved
+        by: Jordan Lee\nSignature: <signature>","enriched":null,"enrichment_success":false,"blocks":[{"type":"Key
+        Value","bbox":{"left":0.07026143790849673,"top":0.18181818181818182,"width":0.43790849673202614,"height":0.09090909090909091,"page":4,"original_page":4},"content":"Approved
+        by: Jordan Lee\nSignature: <signature>","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8993409156799317},"extra":null}]},{"content":"#
+        Approval Signature and Watermark (cont.)\n\nSection 4.1: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.2: Invoice totals, regional revenue,
+        and reconciliation notes. DRAFT Section 4.3: Invoice totals, regional revenue,
+        and reconciliation notes. Section 4.4: Invoice totals, regional revenue, and
+        reconciliation notes. Section 4.5: Invoice totals, regional revenue, and reconciliation
+        notes. Section 4.6: Invoice totals, regional revenue, and reconciliation notes.
+        Section 4.7: Invoice totals, regional revenue, and reconciliation notes. Section
+        4.8: Invoice totals, regional revenue, and reconciliation notes.","embed":"#
+        Approval Signature and Watermark (cont.)\n\nSection 4.1: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.2: Invoice totals, regional revenue,
+        and reconciliation notes. DRAFT Section 4.3: Invoice totals, regional revenue,
+        and reconciliation notes. Section 4.4: Invoice totals, regional revenue, and
+        reconciliation notes. Section 4.5: Invoice totals, regional revenue, and reconciliation
+        notes. Section 4.6: Invoice totals, regional revenue, and reconciliation notes.
+        Section 4.7: Invoice totals, regional revenue, and reconciliation notes. Section
+        4.8: Invoice totals, regional revenue, and reconciliation notes.","enriched":null,"enrichment_success":false,"blocks":[{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.3434343434343434,"width":0.5016339869281046,"height":0.31123737373737376,"page":4,"original_page":4},"content":"Section
+        4.1: Invoice totals, regional revenue, and reconciliation notes. Section 4.2:
+        Invoice totals, regional revenue, and reconciliation notes. DRAFT Section
+        4.3: Invoice totals, regional revenue, and reconciliation notes. Section 4.4:
+        Invoice totals, regional revenue, and reconciliation notes. Section 4.5: Invoice
+        totals, regional revenue, and reconciliation notes. Section 4.6: Invoice totals,
+        regional revenue, and reconciliation notes. Section 4.7: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.8: Invoice totals, regional revenue,
+        and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7228909820318221},"extra":null}]},{"content":"#
+        Approval Signature and Watermark (cont.)\n\nConfidential | Page 4 of 5","embed":"#
+        Approval Signature and Watermark (cont.)\n\nConfidential | Page 4 of 5","enriched":null,"enrichment_success":false,"blocks":[{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":4,"original_page":4},"content":"Confidential
+        | Page 4 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9192615240812302},"extra":null}]},{"content":"#
+        Approval Signature and Watermark (cont.)\n\nQuarterly Operations Report","embed":"#
+        Approval Signature and Watermark (cont.)\n\nQuarterly Operations Report","enriched":null,"enrichment_success":false,"blocks":[{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.018308080808080808,"width":0.22712418300653595,"height":0.011994949494949494,"page":5,"original_page":5},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9078197360038758},"extra":null}]},{"content":"#
+        Appendix with Section Boundaries","embed":"# Appendix with Section Boundaries","enriched":null,"enrichment_success":false,"blocks":[{"type":"Title","bbox":{"left":0.0727124183006536,"top":0.0422979797979798,"width":0.4305555555555556,"height":0.019570707070707072,"page":5,"original_page":5},"content":"Appendix
+        with Section Boundaries","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.920676475763321},"extra":null}]},{"content":"#
+        Appendix with Section Boundaries (cont.)\n\n## 1. Scope","embed":"# Appendix
+        with Section Boundaries (cont.)\n\n## 1. Scope","enriched":null,"enrichment_success":false,"blocks":[{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.09722222222222222,"width":0.09395424836601307,"height":0.023989898989898988,"page":5,"original_page":5},"content":"1.
+        Scope","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8958270728588105},"extra":null}]},{"content":"#
+        Appendix with Section Boundaries (cont.)\n\n## 2. Findings","embed":"# Appendix
+        with Section Boundaries (cont.)\n\n## 2. Findings","enriched":null,"enrichment_success":false,"blocks":[{"type":"Section
+        Header","bbox":{"left":0.0718954248366013,"top":0.16666666666666666,"width":0.12091503267973856,"height":0.015151515151515152,"page":5,"original_page":5},"content":"2.
+        Findings","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9091683983802795},"extra":null}]},{"content":"#
+        Appendix with Section Boundaries (cont.)\n\n## 3. Recommendations","embed":"#
+        Appendix with Section Boundaries (cont.)\n\n## 3. Recommendations","enriched":null,"enrichment_success":false,"blocks":[{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.2297979797979798,"width":0.22875816993464052,"height":0.012626262626262626,"page":5,"original_page":5},"content":"3.
+        Recommendations","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9221650391817092},"extra":null}]},{"content":"#
+        Appendix with Section Boundaries (cont.)\n\n## 3. Recommendations (cont.)\n\nSection
+        5.1: Invoice totals, regional revenue, and reconciliation notes. Section 5.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 5.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.8: Invoice totals, regional revenue, and reconciliation
+        notes.","embed":"# Appendix with Section Boundaries (cont.)\n\n## 3. Recommendations
+        (cont.)\n\nSection 5.1: Invoice totals, regional revenue, and reconciliation
+        notes. Section 5.2: Invoice totals, regional revenue, and reconciliation notes.
+        Section 5.3: Invoice totals, regional revenue, and reconciliation notes. Section
+        5.4: Invoice totals, regional revenue, and reconciliation notes. Section 5.5:
+        Invoice totals, regional revenue, and reconciliation notes. Section 5.6: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.7: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.8: Invoice totals, regional
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+        5.1: Invoice totals, regional revenue, and reconciliation notes. Section 5.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 5.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.8: Invoice totals, regional revenue, and reconciliation
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+        Appendix with Section Boundaries (cont.)\n\n## 3. Recommendations (cont.)\n\nConfidential
+        | Page 5 of 5","embed":"# Appendix with Section Boundaries (cont.)\n\n## 3.
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and 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+        type: document_url
+      model: reducto/parse-v3
+      retrieval:
+        chunking:
+          chunk_mode: block
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/d0e9afb980422dbf9624ba312ed667813ae195e719e52bcc1bcdf843bd9f753f.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/d0e9afb980422dbf9624ba312ed667813ae195e719e52bcc1bcdf843bd9f753f.yaml
new file mode 100644
index 00000000000..a2bce1d9190
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/d0e9afb980422dbf9624ba312ed667813ae195e719e52bcc1bcdf843bd9f753f.yaml
@@ -0,0 +1,727 @@
+interactions:
+- request:
+    body: !!binary |
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+        Operations Report\n\n# Invoice Summary and Line Items\n\n| Item                  |
+        Quantity   | Amount   |\n|-|-|-|\n| Document analysis     | 2          | 120.00   |\n|
+        Document verification | 1          | 80.00    |\n\n| Item continued     |
+        Quantity   | Amount   |\n|-|-|-|\n| Fixture validation | 3          | 45.00    |\n|
+        Provider review    | 1          | 25.00    |\n\nSection 1.1: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.2: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.3: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.4: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.5: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.6: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.7: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.8: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nConfidential | Page 1 of 5\n\nQuarterly
+        Operations Report","embed":"Quarterly Operations Report\n\n# Invoice Summary
+        and Line Items\n\n| Item                  | Quantity   | Amount   |\n|-|-|-|\n|
+        Document analysis     | 2          | 120.00   |\n| Document verification |
+        1          | 80.00    |\n\n| Item continued     | Quantity   | Amount   |\n|-|-|-|\n|
+        Fixture validation | 3          | 45.00    |\n| Provider review    | 1          |
+        25.00    |\n\nSection 1.1: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.2: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.3: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.4: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.5: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.6: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.7: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 1 of 5\n\nQuarterly Operations Report","enriched":null,"enrichment_success":false,"blocks":[{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.018308080808080808,"width":0.22712418300653595,"height":0.011994949494949494,"page":1,"original_page":1},"content":"Quarterly
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+        Item                  | Quantity   | Amount   |\n|-|-|-|\n| Document analysis     |
+        2          | 120.00   |\n| Document verification | 1          | 80.00    |","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9576186398665111},"extra":null},{"type":"Table","bbox":{"left":0.0727124183006536,"top":0.24116161616161616,"width":0.8488562091503268,"height":0.13320707070707072,"page":1,"original_page":1},"content":"|
+        Item continued     | Quantity   | Amount   |\n|-|-|-|\n| Fixture validation
+        | 3          | 45.00    |\n| Provider review    | 1          | 25.00    |","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9573022246360778},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.1: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7204042226076126},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4255050505050505,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.2: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6971822381019592},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.46085858585858586,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.3: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6927557319402695},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4962121212121212,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.4: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6769042581319809},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5315656565656566,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.5: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.683884510397911},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5669191919191919,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.6: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7034911513328552},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6022727272727273,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.7: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6940211951732635},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6376262626262627,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.8: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6971822381019592},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":1,"original_page":1},"content":"Confidential
+        | Page 1 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9209042668342591},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.017676767676767676,"width":0.22712418300653595,"height":0.012626262626262626,"page":2,"original_page":2},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9090005308389664},"extra":null}]},{"content":"#
+        Revenue Chart and Formula Review\n\nQuarterly revenue bar chart with four
+        blue bars labeled Q1, Q2, Q3, and Q4. Q1 is the lowest, Q2 is higher, Q3 is
+        lower than Q2, and Q4 is the tallest bar.\n\nBlue geometric line drawing on
+        a square grid, with a central square and diagonal lines extending to the grid
+        corners.\n\n\n\nFormula: gross margin = (revenue - cost) / revenue\n\n\n\nSection
+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 2 of 5\n\nQuarterly Operations Report\n\n# Key
+        Values, Link, Highlight, and Comment\n\nInvoice Number: INV-2048\n\nPurchase
+        Order: PO-4096\n\n## https://example.com/invoices/INV-2048\nHighlighted total
+        requiring review\n\nReviewer comment: verify the highlighted total before
+        approval","embed":"# Revenue Chart and Formula Review\n\nQuarterly revenue
+        bar chart with four blue bars labeled Q1, Q2, Q3, and Q4. Q1 is the lowest,
+        Q2 is higher, Q3 is lower than Q2, and Q4 is the tallest bar.\n\nBlue geometric
+        line drawing on a square grid, with a central square and diagonal lines extending
+        to the grid corners.\n\n\n\nFormula: gross margin = (revenue - cost) / revenue\n\n\n\nSection
+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 2 of 5\n\nQuarterly Operations Report\n\n# Key
+        Values, Link, Highlight, and Comment\n\nInvoice Number: INV-2048\n\nPurchase
+        Order: PO-4096\n\n## https://example.com/invoices/INV-2048\nHighlighted total
+        requiring review\n\nReviewer comment: verify the highlighted total before
+        approval","enriched":null,"enrichment_success":false,"blocks":[{"type":"Title","bbox":{"left":0.07352941176470588,"top":0.037247474747474744,"width":0.4452614379084967,"height":0.027777777777777776,"page":2,"original_page":2},"content":"Revenue
+        Chart and Formula Review","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8688214063644409},"extra":null},{"type":"Figure","bbox":{"left":0.10457516339869281,"top":0.07386363636363637,"width":0.6070261437908496,"height":0.1849747474747475,"page":2,"original_page":2},"content":"Quarterly
+        revenue bar chart with four blue bars labeled Q1, Q2, Q3, and Q4. Q1 is the
+        lowest, Q2 is higher, Q3 is lower than Q2, and Q4 is the tallest bar.","image_url":null,"chart_data":null,"confidence":"low","granular_confidence":{"extract_confidence":null,"parse_confidence":0.4104905590415001},"extra":null},{"type":"Figure","bbox":{"left":0.741607666015625,"top":0.0819091796875,"width":0.11834716796875,"height":0.092529296875,"page":2,"original_page":2},"content":"Blue
+        geometric line drawing on a square grid, with a central square and diagonal
+        lines extending to the grid corners.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.303449621796608},"extra":null},{"type":"Figure","bbox":{"left":0.741546630859375,"top":0.20660400390625,"width":0.11749267578125,"height":0.0811767578125,"page":2,"original_page":2},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.28771371841430665},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.29292929292929293,"width":0.33169934640522875,"height":0.015782828282828284,"page":2,"original_page":2},"content":"Formula:
+        gross margin = (revenue - cost) / revenue","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9167426466941834},"extra":null},{"type":"Figure","bbox":{"left":0.7423095703125,"top":0.309906005859375,"width":0.076904296875,"height":0.06085205078125,"page":2,"original_page":2},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.3421227872371674},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.26452020202020204,"page":2,"original_page":2},"content":"Section
+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
+        notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6421052008867263},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":2,"original_page":2},"content":"Confidential
+        | Page 2 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9227842718362809},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.017676767676767676,"width":0.22712418300653595,"height":0.012626262626262626,"page":3,"original_page":3},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.805020660161972},"extra":null},{"type":"Title","bbox":{"left":0.07352941176470588,"top":0.037247474747474744,"width":0.5236928104575164,"height":0.027777777777777776,"page":3,"original_page":3},"content":"Key
+        Values, Link, Highlight, and Comment","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.907549238204956},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.09974747474747475,"width":0.23039215686274508,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Invoice
+        Number: INV-2048","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7455861002206803},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.13131313131313133,"width":0.22712418300653595,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Purchase
+        Order: PO-4096","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7557907789945602},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.26073232323232326,"width":0.3382352941176471,"height":0.03535353535353535,"page":3,"original_page":3},"content":"https://example.com/invoices/INV-2048\nHighlighted
+        total requiring review","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6239689275622368},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.3143939393939394,"width":0.5424836601307189,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Reviewer
+        comment: verify the highlighted total before approval","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6458791196346283},"extra":null},{"type":"Figure","bbox":{"left":0.848846435546875,"top":0.3119659423828125,"width":0.03472900390625,"height":0.025482177734375,"page":3,"original_page":3},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.35475045442581177},"extra":null}]},{"content":"#
+        Key Values, Link, Highlight, and Comment (cont.)\n\n## Revised total. 245.00\n\nSection
+        3.1: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.2: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.3: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.4: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.5: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.6: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.7: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.8: Invoice totals, regional revenue, and reconciliation notes.\n\nLinear
+        barcode.\n\nConfidential | Page 3 of 5\n\nQuarterly Operations Report","embed":"#
+        Key Values, Link, Highlight, and Comment (cont.)\n\n## Revised total. 245.00\n\nSection
+        3.1: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.2: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.3: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.4: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.5: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.6: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.7: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.8: Invoice totals, regional revenue, and reconciliation notes.\n\nLinear
+        barcode.\n\nConfidential | Page 3 of 5\n\nQuarterly Operations Report","enriched":null,"enrichment_success":false,"blocks":[{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.36426767676767674,"width":0.1830065359477124,"height":0.010732323232323232,"page":3,"original_page":3},"content":"Revised
+        total. 245.00","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7559733271598816},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.1: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7197816997766495},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4255050505050505,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.2: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7241321921348571},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.46085858585858586,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.3: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7395129382610321},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4962121212121212,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.4: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7290821939706802},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5315656565656566,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.5: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7154147416353225},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5669191919191919,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.6: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7340064704418182},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6022727272727273,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.7: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7154147416353225},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6376262626262627,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.8: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7204042226076126},"extra":null},{"type":"Figure","bbox":{"left":0.1739501953125,"top":0.74609375,"width":0.244873046875,"height":0.091796875,"page":3,"original_page":3},"content":"Linear
+        barcode.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6302859634160995},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":3,"original_page":3},"content":"Confidential
+        | Page 3 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9031270325183869},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.018308080808080808,"width":0.22712418300653595,"height":0.011994949494949494,"page":4,"original_page":4},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8802960753440857},"extra":null}]},{"content":"#
+        Approval Signature and Watermark\n\nApproved by: Jordan Lee\nSignature: <signature>\n\nSection
+        4.1: Invoice totals, regional revenue, and reconciliation notes. Section 4.2:
+        Invoice totals, regional revenue, and reconciliation notes. DRAFT Section
+        4.3: Invoice totals, regional revenue, and reconciliation notes. Section 4.4:
+        Invoice totals, regional revenue, and reconciliation notes. Section 4.5: Invoice
+        totals, regional revenue, and reconciliation notes. Section 4.6: Invoice totals,
+        regional revenue, and reconciliation notes. Section 4.7: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.8: Invoice totals, regional revenue,
+        and reconciliation notes.\n\nConfidential | Page 4 of 5\n\nQuarterly Operations
+        Report\n\n# Appendix with Section Boundaries\n\n## 1. Scope\n\n## 2. Findings","embed":"#
+        Approval Signature and Watermark\n\nApproved by: Jordan Lee\nSignature: <signature>\n\nSection
+        4.1: Invoice totals, regional revenue, and reconciliation notes. Section 4.2:
+        Invoice totals, regional revenue, and reconciliation notes. DRAFT Section
+        4.3: Invoice totals, regional revenue, and reconciliation notes. Section 4.4:
+        Invoice totals, regional revenue, and reconciliation notes. Section 4.5: Invoice
+        totals, regional revenue, and reconciliation notes. Section 4.6: Invoice totals,
+        regional revenue, and reconciliation notes. Section 4.7: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.8: Invoice totals, regional revenue,
+        and reconciliation notes.\n\nConfidential | Page 4 of 5\n\nQuarterly Operations
+        Report\n\n# Appendix with Section Boundaries\n\n## 1. Scope\n\n## 2. Findings","enriched":null,"enrichment_success":false,"blocks":[{"type":"Title","bbox":{"left":0.0718954248366013,"top":0.0422979797979798,"width":0.4387254901960784,"height":0.020833333333333332,"page":4,"original_page":4},"content":"Approval
+        Signature and Watermark","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9190816521644593},"extra":null},{"type":"Key
+        Value","bbox":{"left":0.07026143790849673,"top":0.18181818181818182,"width":0.43790849673202614,"height":0.09090909090909091,"page":4,"original_page":4},"content":"Approved
+        by: Jordan Lee\nSignature: <signature>","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8993409156799317},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.3434343434343434,"width":0.5016339869281046,"height":0.31123737373737376,"page":4,"original_page":4},"content":"Section
+        4.1: Invoice totals, regional revenue, and reconciliation notes. Section 4.2:
+        Invoice totals, regional revenue, and reconciliation notes. DRAFT Section
+        4.3: Invoice totals, regional revenue, and reconciliation notes. Section 4.4:
+        Invoice totals, regional revenue, and reconciliation notes. Section 4.5: Invoice
+        totals, regional revenue, and reconciliation notes. Section 4.6: Invoice totals,
+        regional revenue, and reconciliation notes. Section 4.7: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.8: Invoice totals, regional revenue,
+        and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7228909820318221},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":4,"original_page":4},"content":"Confidential
+        | Page 4 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9192615240812302},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.018308080808080808,"width":0.22712418300653595,"height":0.011994949494949494,"page":5,"original_page":5},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9078197360038758},"extra":null},{"type":"Title","bbox":{"left":0.0727124183006536,"top":0.0422979797979798,"width":0.4305555555555556,"height":0.019570707070707072,"page":5,"original_page":5},"content":"Appendix
+        with Section Boundaries","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.920676475763321},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.09722222222222222,"width":0.09395424836601307,"height":0.023989898989898988,"page":5,"original_page":5},"content":"1.
+        Scope","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8958270728588105},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.0718954248366013,"top":0.16666666666666666,"width":0.12091503267973856,"height":0.015151515151515152,"page":5,"original_page":5},"content":"2.
+        Findings","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9091683983802795},"extra":null}]},{"content":"#
+        Appendix with Section Boundaries (cont.)\n\n## 3. Recommendations\n\nSection
+        5.1: Invoice totals, regional revenue, and reconciliation notes. Section 5.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 5.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 5 of 5","embed":"# Appendix with Section Boundaries
+        (cont.)\n\n## 3. Recommendations\n\nSection 5.1: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.2: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.3: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.4: Invoice totals, regional revenue, and reconciliation
+        notes. Section 5.5: Invoice totals, regional revenue, and reconciliation notes.
+        Section 5.6: Invoice totals, regional revenue, and reconciliation notes. Section
+        5.7: Invoice totals, regional revenue, and reconciliation notes. Section 5.8:
+        Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 5 of 5","enriched":null,"enrichment_success":false,"blocks":[{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.2297979797979798,"width":0.22875816993464052,"height":0.012626262626262626,"page":5,"original_page":5},"content":"3.
+        Recommendations","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9221650391817092},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.26452020202020204,"page":5,"original_page":5},"content":"Section
+        5.1: Invoice totals, regional revenue, and reconciliation notes. Section 5.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 5.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.8: Invoice totals, regional revenue, and reconciliation
+        notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7166640102863311},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":5,"original_page":5},"content":"Confidential
+        | Page 5 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9235781162977219},"extra":null}]}],"ocr":null,"custom":null},"parse_mode":null,"document_properties":null}'
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+      - application/json
+      Date:
+      - Wed, 02 Sep 2026 22:36:53 GMT
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+      message: ''
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+        document_url: 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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and 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+        type: document_url
+      model: reducto/parse-v3
+      retrieval:
+        chunking:
+          chunk_mode: variable
+          chunk_size: 1000
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/d5c7b21b7948c9b720425f50f6574577f69f3e53bb6d6b169e4c3ebef6d9769f.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/d5c7b21b7948c9b720425f50f6574577f69f3e53bb6d6b169e4c3ebef6d9769f.yaml
new file mode 100644
index 00000000000..dc4b024ee0c
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/d5c7b21b7948c9b720425f50f6574577f69f3e53bb6d6b169e4c3ebef6d9769f.yaml
@@ -0,0 +1,727 @@
+interactions:
+- request:
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+        Operations Report\n\n# Invoice Summary and Line Items\n\n| Item                  |
+        Quantity   | Amount   |\n|-|-|-|\n| Document analysis     | 2          | 120.00   |\n|
+        Document verification | 1          | 80.00    |\n\n| Item continued     |
+        Quantity   | Amount   |\n|-|-|-|\n| Fixture validation | 3          | 45.00    |\n|
+        Provider review    | 1          | 25.00    |\n\nSection 1.1: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.2: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.3: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.4: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.5: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.6: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.7: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.8: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nConfidential | Page 1 of 5\n\nQuarterly
+        Operations Report","embed":"Quarterly Operations Report\n\n# Invoice Summary
+        and Line Items\n\n| Item                  | Quantity   | Amount   |\n|-|-|-|\n|
+        Document analysis     | 2          | 120.00   |\n| Document verification |
+        1          | 80.00    |\n\n| Item continued     | Quantity   | Amount   |\n|-|-|-|\n|
+        Fixture validation | 3          | 45.00    |\n| Provider review    | 1          |
+        25.00    |\n\nSection 1.1: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.2: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.3: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.4: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.5: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.6: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.7: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 1 of 5\n\nQuarterly Operations Report","enriched":null,"enrichment_success":false,"blocks":[{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.018308080808080808,"width":0.22712418300653595,"height":0.011994949494949494,"page":1,"original_page":1},"content":"Quarterly
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+        Item                  | Quantity   | Amount   |\n|-|-|-|\n| Document analysis     |
+        2          | 120.00   |\n| Document verification | 1          | 80.00    |","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9576186398665111},"extra":null},{"type":"Table","bbox":{"left":0.0727124183006536,"top":0.24116161616161616,"width":0.8488562091503268,"height":0.13320707070707072,"page":1,"original_page":1},"content":"|
+        Item continued     | Quantity   | Amount   |\n|-|-|-|\n| Fixture validation
+        | 3          | 45.00    |\n| Provider review    | 1          | 25.00    |","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9573022246360778},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.1: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7204042226076126},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4255050505050505,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.2: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6971822381019592},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.46085858585858586,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
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+        1.4: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6769042581319809},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5315656565656566,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.5: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.683884510397911},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5669191919191919,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.6: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7034911513328552},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6022727272727273,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.7: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6940211951732635},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6376262626262627,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.8: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6971822381019592},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":1,"original_page":1},"content":"Confidential
+        | Page 1 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9209042668342591},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.017676767676767676,"width":0.22712418300653595,"height":0.012626262626262626,"page":2,"original_page":2},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9090005308389664},"extra":null}]},{"content":"#
+        Revenue Chart and Formula Review\n\nQuarterly revenue bar chart with four
+        blue bars labeled Q1, Q2, Q3, and Q4. Q1 is the lowest, Q2 is higher, Q3 is
+        lower than Q2, and Q4 is the tallest bar.\n\nBlue geometric line drawing on
+        a square grid, with a central square and diagonal lines extending to the grid
+        corners.\n\n\n\nFormula: gross margin = (revenue - cost) / revenue\n\n\n\nSection
+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 2 of 5\n\nQuarterly Operations Report\n\n# Key
+        Values, Link, Highlight, and Comment\n\nInvoice Number: INV-2048\n\nPurchase
+        Order: PO-4096\n\n## https://example.com/invoices/INV-2048\nHighlighted total
+        requiring review\n\nReviewer comment: verify the highlighted total before
+        approval","embed":"# Revenue Chart and Formula Review\n\nQuarterly revenue
+        bar chart with four blue bars labeled Q1, Q2, Q3, and Q4. Q1 is the lowest,
+        Q2 is higher, Q3 is lower than Q2, and Q4 is the tallest bar.\n\nBlue geometric
+        line drawing on a square grid, with a central square and diagonal lines extending
+        to the grid corners.\n\n\n\nFormula: gross margin = (revenue - cost) / revenue\n\n\n\nSection
+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 2 of 5\n\nQuarterly Operations Report\n\n# Key
+        Values, Link, Highlight, and Comment\n\nInvoice Number: INV-2048\n\nPurchase
+        Order: PO-4096\n\n## https://example.com/invoices/INV-2048\nHighlighted total
+        requiring review\n\nReviewer comment: verify the highlighted total before
+        approval","enriched":null,"enrichment_success":false,"blocks":[{"type":"Title","bbox":{"left":0.07352941176470588,"top":0.037247474747474744,"width":0.4452614379084967,"height":0.027777777777777776,"page":2,"original_page":2},"content":"Revenue
+        Chart and Formula Review","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8688214063644409},"extra":null},{"type":"Figure","bbox":{"left":0.10457516339869281,"top":0.07386363636363637,"width":0.6070261437908496,"height":0.1849747474747475,"page":2,"original_page":2},"content":"Quarterly
+        revenue bar chart with four blue bars labeled Q1, Q2, Q3, and Q4. Q1 is the
+        lowest, Q2 is higher, Q3 is lower than Q2, and Q4 is the tallest bar.","image_url":null,"chart_data":null,"confidence":"low","granular_confidence":{"extract_confidence":null,"parse_confidence":0.4104905590415001},"extra":null},{"type":"Figure","bbox":{"left":0.741607666015625,"top":0.0819091796875,"width":0.11834716796875,"height":0.092529296875,"page":2,"original_page":2},"content":"Blue
+        geometric line drawing on a square grid, with a central square and diagonal
+        lines extending to the grid corners.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.303449621796608},"extra":null},{"type":"Figure","bbox":{"left":0.741546630859375,"top":0.20660400390625,"width":0.11749267578125,"height":0.0811767578125,"page":2,"original_page":2},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.28771371841430665},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.29292929292929293,"width":0.33169934640522875,"height":0.015782828282828284,"page":2,"original_page":2},"content":"Formula:
+        gross margin = (revenue - cost) / revenue","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9167426466941834},"extra":null},{"type":"Figure","bbox":{"left":0.7423095703125,"top":0.309906005859375,"width":0.076904296875,"height":0.06085205078125,"page":2,"original_page":2},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.3421227872371674},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.26452020202020204,"page":2,"original_page":2},"content":"Section
+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
+        notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6421052008867263},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":2,"original_page":2},"content":"Confidential
+        | Page 2 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9227842718362809},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.017676767676767676,"width":0.22712418300653595,"height":0.012626262626262626,"page":3,"original_page":3},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.805020660161972},"extra":null},{"type":"Title","bbox":{"left":0.07352941176470588,"top":0.037247474747474744,"width":0.5236928104575164,"height":0.027777777777777776,"page":3,"original_page":3},"content":"Key
+        Values, Link, Highlight, and Comment","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.907549238204956},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.09974747474747475,"width":0.23039215686274508,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Invoice
+        Number: INV-2048","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7455861002206803},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.13131313131313133,"width":0.22712418300653595,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Purchase
+        Order: PO-4096","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7557907789945602},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.26073232323232326,"width":0.3382352941176471,"height":0.03535353535353535,"page":3,"original_page":3},"content":"https://example.com/invoices/INV-2048\nHighlighted
+        total requiring review","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6238544598221779},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.3143939393939394,"width":0.5424836601307189,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Reviewer
+        comment: verify the highlighted total before approval","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6458791196346283},"extra":null},{"type":"Figure","bbox":{"left":0.848846435546875,"top":0.3119659423828125,"width":0.03472900390625,"height":0.025482177734375,"page":3,"original_page":3},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.35475045442581177},"extra":null}]},{"content":"#
+        Key Values, Link, Highlight, and Comment (cont.)\n\n## Revised total. 245.00\n\nSection
+        3.1: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.2: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.3: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.4: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.5: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.6: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.7: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.8: Invoice totals, regional revenue, and reconciliation notes.\n\nLinear
+        barcode.\n\nConfidential | Page 3 of 5\n\nQuarterly Operations Report","embed":"#
+        Key Values, Link, Highlight, and Comment (cont.)\n\n## Revised total. 245.00\n\nSection
+        3.1: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.2: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.3: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.4: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.5: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.6: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.7: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        3.8: Invoice totals, regional revenue, and reconciliation notes.\n\nLinear
+        barcode.\n\nConfidential | Page 3 of 5\n\nQuarterly Operations Report","enriched":null,"enrichment_success":false,"blocks":[{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.36426767676767674,"width":0.1830065359477124,"height":0.010732323232323232,"page":3,"original_page":3},"content":"Revised
+        total. 245.00","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7559733480215072},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.1: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7197816997766495},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4255050505050505,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.2: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7241321921348571},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.46085858585858586,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.3: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7395129382610321},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4962121212121212,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.4: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7290821939706802},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5315656565656566,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.5: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7154147416353225},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5669191919191919,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.6: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7340064704418182},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6022727272727273,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.7: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7154147416353225},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6376262626262627,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.8: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7204042226076126},"extra":null},{"type":"Figure","bbox":{"left":0.1739501953125,"top":0.74609375,"width":0.244873046875,"height":0.091796875,"page":3,"original_page":3},"content":"Linear
+        barcode.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6302859634160995},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":3,"original_page":3},"content":"Confidential
+        | Page 3 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9031270325183869},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.018308080808080808,"width":0.22712418300653595,"height":0.011994949494949494,"page":4,"original_page":4},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8802960753440857},"extra":null}]},{"content":"#
+        Approval Signature and Watermark\n\nApproved by: Jordan Lee\nSignature: <signature>\n\nSection
+        4.1: Invoice totals, regional revenue, and reconciliation notes. Section 4.2:
+        Invoice totals, regional revenue, and reconciliation notes. DRAFT Section
+        4.3: Invoice totals, regional revenue, and reconciliation notes. Section 4.4:
+        Invoice totals, regional revenue, and reconciliation notes. Section 4.5: Invoice
+        totals, regional revenue, and reconciliation notes. Section 4.6: Invoice totals,
+        regional revenue, and reconciliation notes. Section 4.7: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.8: Invoice totals, regional revenue,
+        and reconciliation notes.\n\nConfidential | Page 4 of 5\n\nQuarterly Operations
+        Report\n\n# Appendix with Section Boundaries\n\n## 1. Scope\n\n## 2. Findings","embed":"#
+        Approval Signature and Watermark\n\nApproved by: Jordan Lee\nSignature: <signature>\n\nSection
+        4.1: Invoice totals, regional revenue, and reconciliation notes. Section 4.2:
+        Invoice totals, regional revenue, and reconciliation notes. DRAFT Section
+        4.3: Invoice totals, regional revenue, and reconciliation notes. Section 4.4:
+        Invoice totals, regional revenue, and reconciliation notes. Section 4.5: Invoice
+        totals, regional revenue, and reconciliation notes. Section 4.6: Invoice totals,
+        regional revenue, and reconciliation notes. Section 4.7: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.8: Invoice totals, regional revenue,
+        and reconciliation notes.\n\nConfidential | Page 4 of 5\n\nQuarterly Operations
+        Report\n\n# Appendix with Section Boundaries\n\n## 1. Scope\n\n## 2. Findings","enriched":null,"enrichment_success":false,"blocks":[{"type":"Title","bbox":{"left":0.0718954248366013,"top":0.0422979797979798,"width":0.4387254901960784,"height":0.020833333333333332,"page":4,"original_page":4},"content":"Approval
+        Signature and Watermark","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9190816521644593},"extra":null},{"type":"Key
+        Value","bbox":{"left":0.07026143790849673,"top":0.18181818181818182,"width":0.43790849673202614,"height":0.09090909090909091,"page":4,"original_page":4},"content":"Approved
+        by: Jordan Lee\nSignature: <signature>","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8993409156799317},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.3434343434343434,"width":0.5016339869281046,"height":0.31123737373737376,"page":4,"original_page":4},"content":"Section
+        4.1: Invoice totals, regional revenue, and reconciliation notes. Section 4.2:
+        Invoice totals, regional revenue, and reconciliation notes. DRAFT Section
+        4.3: Invoice totals, regional revenue, and reconciliation notes. Section 4.4:
+        Invoice totals, regional revenue, and reconciliation notes. Section 4.5: Invoice
+        totals, regional revenue, and reconciliation notes. Section 4.6: Invoice totals,
+        regional revenue, and reconciliation notes. Section 4.7: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.8: Invoice totals, regional revenue,
+        and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7228909820318221},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":4,"original_page":4},"content":"Confidential
+        | Page 4 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9192615240812302},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.018308080808080808,"width":0.22712418300653595,"height":0.011994949494949494,"page":5,"original_page":5},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9078197360038758},"extra":null},{"type":"Title","bbox":{"left":0.0727124183006536,"top":0.0422979797979798,"width":0.4305555555555556,"height":0.019570707070707072,"page":5,"original_page":5},"content":"Appendix
+        with Section Boundaries","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9206647515296936},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.09722222222222222,"width":0.09395424836601307,"height":0.023989898989898988,"page":5,"original_page":5},"content":"1.
+        Scope","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8958270728588105},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.0718954248366013,"top":0.16666666666666666,"width":0.12091503267973856,"height":0.015151515151515152,"page":5,"original_page":5},"content":"2.
+        Findings","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9091800391674041},"extra":null}]},{"content":"#
+        Appendix with Section Boundaries (cont.)\n\n## 3. Recommendations\n\nSection
+        5.1: Invoice totals, regional revenue, and reconciliation notes. Section 5.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 5.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 5 of 5","embed":"# Appendix with Section Boundaries
+        (cont.)\n\n## 3. Recommendations\n\nSection 5.1: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.2: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.3: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.4: Invoice totals, regional revenue, and reconciliation
+        notes. Section 5.5: Invoice totals, regional revenue, and reconciliation notes.
+        Section 5.6: Invoice totals, regional revenue, and reconciliation notes. Section
+        5.7: Invoice totals, regional revenue, and reconciliation notes. Section 5.8:
+        Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 5 of 5","enriched":null,"enrichment_success":false,"blocks":[{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.2297979797979798,"width":0.22875816993464052,"height":0.012626262626262626,"page":5,"original_page":5},"content":"3.
+        Recommendations","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9221650391817092},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.26452020202020204,"page":5,"original_page":5},"content":"Section
+        5.1: Invoice totals, regional revenue, and reconciliation notes. Section 5.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 5.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.8: Invoice totals, regional revenue, and reconciliation
+        notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7166640102863311},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":5,"original_page":5},"content":"Confidential
+        | Page 5 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9235781162977219},"extra":null}]}],"ocr":null,"custom":null},"parse_mode":null,"document_properties":null}'
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+      - application/json
+      Date:
+      - Wed, 02 Sep 2026 22:36:35 GMT
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+      message: ''
+recorded_at: '2026-09-02T22:36:35.602723+00:00'
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+        document_url: 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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and 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+        type: document_url
+      model: reducto/parse-v3
+      retrieval:
+        chunking:
+          chunk_mode: variable
+        embedding_optimized: false
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/d92dfe5cd5ef361e91cfb4cc60c67f16f75cc4d800cb71d1d77cd78f7d648999.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/d92dfe5cd5ef361e91cfb4cc60c67f16f75cc4d800cb71d1d77cd78f7d648999.yaml
new file mode 100644
index 00000000000..64806ebcb99
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/d92dfe5cd5ef361e91cfb4cc60c67f16f75cc4d800cb71d1d77cd78f7d648999.yaml
@@ -0,0 +1,745 @@
+interactions:
+- request:
+    body: !!binary |
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+        OF PAGE 1]]\n\nQuarterly Operations Report\n\n# Invoice Summary and Line Items\n\n|
+        Item                  | Quantity   | Amount   |\n|-|-|-|\n| Document analysis     |
+        2          | 120.00   |\n| Document verification | 1          | 80.00    |\n\n|
+        Item continued     | Quantity   | Amount   |\n|-|-|-|\n| Fixture validation
+        | 3          | 45.00    |\n| Provider review    | 1          | 25.00    |\n\nSection
+        1.1: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.2: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.3: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.4: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.5: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.6: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.7: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 1 of 5\n\n[[END OF PAGE 1]]\n\n[[START OF PAGE 2]]\n\nQuarterly Operations
+        Report\n\n# Revenue Chart and Formula Review\n\nQuarterly revenue bar chart
+        with four blue bars labeled Q1, Q2, Q3, and Q4. Q1 is the lowest, Q2 is higher,
+        Q3 is lower than Q2, and Q4 is the tallest bar.\n\nBlue geometric line drawing
+        on a square grid, with a central square and diagonal lines extending to the
+        grid corners.\n\n\n\nFormula: gross margin = (revenue - cost) / revenue\n\n\n\nSection
+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 2 of 5\n\n[[END OF PAGE 2]]\n\n[[START OF PAGE
+        3]]\n\nQuarterly Operations Report\n\n# Key Values, Link, Highlight, and Comment\n\nInvoice
+        Number: INV-2048\n\nPurchase Order: PO-4096\n\n## https://example.com/invoices/INV-2048\nHighlighted
+        total requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\n\n\n## Revised total. 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nLinear barcode.\n\nConfidential | Page
+        3 of 5\n\n[[END OF PAGE 3]]\n\n[[START OF PAGE 4]]\n\nQuarterly Operations
+        Report\n\n# Approval Signature and Watermark\n\nApproved by: Jordan Lee\nSignature:
+        <signature>\n\nSection 4.1: Invoice totals, regional revenue, and reconciliation
+        notes. Section 4.2: Invoice totals, regional revenue, and reconciliation notes.
+        DRAFT Section 4.3: Invoice totals, regional revenue, and reconciliation notes.
+        Section 4.4: Invoice totals, regional revenue, and reconciliation notes. Section
+        4.5: Invoice totals, regional revenue, and reconciliation notes. Section 4.6:
+        Invoice totals, regional revenue, and reconciliation notes. Section 4.7: Invoice
+        totals, regional revenue, and reconciliation notes. Section 4.8: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nConfidential | Page 4 of 5\n\n[[END
+        OF PAGE 4]]\n\n[[START OF PAGE 5]]\n\nQuarterly Operations Report\n\n# Appendix
+        with Section Boundaries\n\n## 1. Scope\n\n## 2. Findings\n\n## 3. Recommendations\n\nSection
+        5.1: Invoice totals, regional revenue, and reconciliation notes. Section 5.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 5.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 5 of 5\n\n[[END OF PAGE 5]]","embed":"[[START
+        OF PAGE 1]]\n\nQuarterly Operations Report\n\n# Invoice Summary and Line Items\n\n|
+        Item                  | Quantity   | Amount   |\n|-|-|-|\n| Document analysis     |
+        2          | 120.00   |\n| Document verification | 1          | 80.00    |\n\n|
+        Item continued     | Quantity   | Amount   |\n|-|-|-|\n| Fixture validation
+        | 3          | 45.00    |\n| Provider review    | 1          | 25.00    |\n\nSection
+        1.1: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.2: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.3: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.4: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.5: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.6: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.7: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 1 of 5\n\n[[END OF PAGE 1]]\n\n[[START OF PAGE 2]]\n\nQuarterly Operations
+        Report\n\n# Revenue Chart and Formula Review\n\nQuarterly revenue bar chart
+        with four blue bars labeled Q1, Q2, Q3, and Q4. Q1 is the lowest, Q2 is higher,
+        Q3 is lower than Q2, and Q4 is the tallest bar.\n\nBlue geometric line drawing
+        on a square grid, with a central square and diagonal lines extending to the
+        grid corners.\n\n\n\nFormula: gross margin = (revenue - cost) / revenue\n\n\n\nSection
+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 2 of 5\n\n[[END OF PAGE 2]]\n\n[[START OF PAGE
+        3]]\n\nQuarterly Operations Report\n\n# Key Values, Link, Highlight, and Comment\n\nInvoice
+        Number: INV-2048\n\nPurchase Order: PO-4096\n\n## https://example.com/invoices/INV-2048\nHighlighted
+        total requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\n\n\n## Revised total. 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nLinear barcode.\n\nConfidential | Page
+        3 of 5\n\n[[END OF PAGE 3]]\n\n[[START OF PAGE 4]]\n\nQuarterly Operations
+        Report\n\n# Approval Signature and Watermark\n\nApproved by: Jordan Lee\nSignature:
+        <signature>\n\nSection 4.1: Invoice totals, regional revenue, and reconciliation
+        notes. Section 4.2: Invoice totals, regional revenue, and reconciliation notes.
+        DRAFT Section 4.3: Invoice totals, regional revenue, and reconciliation notes.
+        Section 4.4: Invoice totals, regional revenue, and reconciliation notes. Section
+        4.5: Invoice totals, regional revenue, and reconciliation notes. Section 4.6:
+        Invoice totals, regional revenue, and reconciliation notes. Section 4.7: Invoice
+        totals, regional revenue, and reconciliation notes. Section 4.8: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nConfidential | Page 4 of 5\n\n[[END
+        OF PAGE 4]]\n\n[[START OF PAGE 5]]\n\nQuarterly Operations Report\n\n# Appendix
+        with Section Boundaries\n\n## 1. Scope\n\n## 2. Findings\n\n## 3. Recommendations\n\nSection
+        5.1: Invoice totals, regional revenue, and reconciliation notes. Section 5.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 5.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 5 of 5\n\n[[END OF PAGE 5]]","enriched":null,"enrichment_success":false,"blocks":[{"type":"Page
+        Number","bbox":{"left":0.0,"top":0.0,"width":0.0,"height":0.0,"page":1,"original_page":1},"content":"[[START
+        OF PAGE 1]]","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":null},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.018308080808080808,"width":0.22712418300653595,"height":0.011994949494949494,"page":1,"original_page":1},"content":"Quarterly
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+        Item                  | Quantity   | Amount   |\n|-|-|-|\n| Document analysis     |
+        2          | 120.00   |\n| Document verification | 1          | 80.00    |","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9576186398665111},"extra":null},{"type":"Table","bbox":{"left":0.0727124183006536,"top":0.24116161616161616,"width":0.8488562091503268,"height":0.13320707070707072,"page":1,"original_page":1},"content":"|
+        Item continued     | Quantity   | Amount   |\n|-|-|-|\n| Fixture validation
+        | 3          | 45.00    |\n| Provider review    | 1          | 25.00    |","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9573022246360778},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.1: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7204042226076126},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4255050505050505,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.2: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6971822381019592},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.46085858585858586,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.3: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6927557319402695},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4962121212121212,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
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+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
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+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
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+        4.1: Invoice totals, regional revenue, and reconciliation notes. Section 4.2:
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+        4.3: Invoice totals, regional revenue, and reconciliation notes. Section 4.4:
+        Invoice totals, regional revenue, and reconciliation notes. Section 4.5: Invoice
+        totals, regional revenue, and reconciliation notes. Section 4.6: Invoice totals,
+        regional revenue, and reconciliation notes. Section 4.7: Invoice totals, regional
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+        5.1: Invoice totals, regional revenue, and reconciliation notes. Section 5.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 5.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.6: Invoice totals, regional revenue,
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+        reconciliation notes. Section 5.8: Invoice totals, regional revenue, and reconciliation
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and 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+        type: document_url
+      formatting:
+        add_page_markers: true
+      model: reducto/parse-v3
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/e7acdccb6e7b1c41bd857d8b13d728e4a3481f8b9371d2494d173d2428d5a09b.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/e7acdccb6e7b1c41bd857d8b13d728e4a3481f8b9371d2494d173d2428d5a09b.yaml
new file mode 100644
index 00000000000..acbbc5ccf9d
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/e7acdccb6e7b1c41bd857d8b13d728e4a3481f8b9371d2494d173d2428d5a09b.yaml
@@ -0,0 +1,721 @@
+interactions:
+- request:
+    body: !!binary |
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+        Operations Report\n\n# Invoice Summary and Line Items\n\n| Item                  |
+        Quantity   | Amount   |\n|-|-|-|\n| Document analysis     | 2          | 120.00   |\n|
+        Document verification | 1          | 80.00    |\n\n| Item continued     |
+        Quantity   | Amount   |\n|-|-|-|\n| Fixture validation | 3          | 45.00    |\n|
+        Provider review    | 1          | 25.00    |\n\nSection 1.1: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.2: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.3: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.4: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.5: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.6: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.7: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.8: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nConfidential | Page 1 of 5\n\nQuarterly
+        Operations Report\n\n# Revenue Chart and Formula Review\n\nQuarterly revenue
+        bar chart with four blue bars labeled Q1, Q2, Q3, and Q4. Q1 is the lowest,
+        Q2 is higher, Q3 is lower than Q2, and Q4 is the tallest bar.\n\nBlue geometric
+        line drawing on a square grid, with a central square and diagonal lines extending
+        to the grid corners.\n\n\n\nFormula: gross margin = (revenue - cost) / revenue\n\n\n\nSection
+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 2 of 5\n\nQuarterly Operations Report\n\n# Key
+        Values, Link, Highlight, and Comment\n\nInvoice Number: INV-2048\n\nPurchase
+        Order: PO-4096\n\n## https://example.com/invoices/INV-2048\nHighlighted total
+        requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\n\n\n## Revised total. 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nLinear barcode.\n\nConfidential | Page
+        3 of 5\n\nQuarterly Operations Report\n\n# Approval Signature and Watermark\n\nApproved
+        by: Jordan Lee\nSignature: <signature>\n\nSection 4.1: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.2: Invoice totals, regional revenue,
+        and reconciliation notes. DRAFT Section 4.3: Invoice totals, regional revenue,
+        and reconciliation notes. Section 4.4: Invoice totals, regional revenue, and
+        reconciliation notes. Section 4.5: Invoice totals, regional revenue, and reconciliation
+        notes. Section 4.6: Invoice totals, regional revenue, and reconciliation notes.
+        Section 4.7: Invoice totals, regional revenue, and reconciliation notes. Section
+        4.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 4 of 5\n\nQuarterly Operations Report\n\n# Appendix with Section Boundaries\n\n##
+        1. Scope\n\n## 2. Findings\n\n## 3. Recommendations\n\nSection 5.1: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.2: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.3: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.4: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.5: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.6: Invoice totals, regional revenue, and reconciliation
+        notes. Section 5.7: Invoice totals, regional revenue, and reconciliation notes.
+        Section 5.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 5 of 5","embed":"Quarterly Operations Report\n\n# Invoice Summary and
+        Line Items\n\n| Item                  | Quantity   | Amount   |\n|-|-|-|\n|
+        Document analysis     | 2          | 120.00   |\n| Document verification |
+        1          | 80.00    |\n\n| Item continued     | Quantity   | Amount   |\n|-|-|-|\n|
+        Fixture validation | 3          | 45.00    |\n| Provider review    | 1          |
+        25.00    |\n\nSection 1.1: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.2: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.3: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.4: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.5: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.6: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.7: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 1 of 5\n\nQuarterly Operations Report\n\n# Revenue
+        Chart and Formula Review\n\nQuarterly revenue bar chart with four blue bars
+        labeled Q1, Q2, Q3, and Q4. Q1 is the lowest, Q2 is higher, Q3 is lower than
+        Q2, and Q4 is the tallest bar.\n\nBlue geometric line drawing on a square
+        grid, with a central square and diagonal lines extending to the grid corners.\n\n\n\nFormula:
+        gross margin = (revenue - cost) / revenue\n\n\n\nSection 2.1: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.2: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.3: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.4: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.5: Invoice totals, regional revenue, and reconciliation
+        notes. Section 2.6: Invoice totals, regional revenue, and reconciliation notes.
+        Section 2.7: Invoice totals, regional revenue, and reconciliation notes. Section
+        2.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 2 of 5\n\nQuarterly Operations Report\n\n# Key Values, Link, Highlight,
+        and Comment\n\nInvoice Number: INV-2048\n\nPurchase Order: PO-4096\n\n## https://example.com/invoices/INV-2048\nHighlighted
+        total requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\n\n\n## Revised total. 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nLinear barcode.\n\nConfidential | Page
+        3 of 5\n\nQuarterly Operations Report\n\n# Approval Signature and Watermark\n\nApproved
+        by: Jordan Lee\nSignature: <signature>\n\nSection 4.1: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.2: Invoice totals, regional revenue,
+        and reconciliation notes. DRAFT Section 4.3: Invoice totals, regional revenue,
+        and reconciliation notes. Section 4.4: Invoice totals, regional revenue, and
+        reconciliation notes. Section 4.5: Invoice totals, regional revenue, and reconciliation
+        notes. Section 4.6: Invoice totals, regional revenue, and reconciliation notes.
+        Section 4.7: Invoice totals, regional revenue, and reconciliation notes. Section
+        4.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 4 of 5\n\nQuarterly Operations Report\n\n# Appendix with Section Boundaries\n\n##
+        1. Scope\n\n## 2. Findings\n\n## 3. Recommendations\n\nSection 5.1: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.2: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.3: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.4: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.5: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.6: Invoice totals, regional revenue, and reconciliation
+        notes. Section 5.7: Invoice totals, regional revenue, and reconciliation notes.
+        Section 5.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 5 of 5","enriched":null,"enrichment_success":false,"blocks":[{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.018308080808080808,"width":0.22712418300653595,"height":0.011994949494949494,"page":1,"original_page":1},"content":"Quarterly
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+        Item                  | Quantity   | Amount   |\n|-|-|-|\n| Document analysis     |
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+        Item continued     | Quantity   | Amount   |\n|-|-|-|\n| Fixture validation
+        | 3          | 45.00    |\n| Provider review    | 1          | 25.00    |","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9573022246360778},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.1: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7204042226076126},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4255050505050505,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.2: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6971822381019592},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.46085858585858586,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.3: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6927557319402695},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4962121212121212,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.4: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6769042581319809},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5315656565656566,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.5: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.683884510397911},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5669191919191919,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
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+        1.7: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6940211951732635},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6376262626262627,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.8: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6971822381019592},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":1,"original_page":1},"content":"Confidential
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+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9090005308389664},"extra":null},{"type":"Title","bbox":{"left":0.07352941176470588,"top":0.037247474747474744,"width":0.4452614379084967,"height":0.027777777777777776,"page":2,"original_page":2},"content":"Revenue
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+        revenue bar chart with four blue bars labeled Q1, Q2, Q3, and Q4. Q1 is the
+        lowest, Q2 is higher, Q3 is lower than Q2, and Q4 is the tallest bar.","image_url":null,"chart_data":null,"confidence":"low","granular_confidence":{"extract_confidence":null,"parse_confidence":0.4104905590415001},"extra":null},{"type":"Figure","bbox":{"left":0.741607666015625,"top":0.0819091796875,"width":0.11834716796875,"height":0.092529296875,"page":2,"original_page":2},"content":"Blue
+        geometric line drawing on a square grid, with a central square and diagonal
+        lines extending to the grid corners.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.303449621796608},"extra":null},{"type":"Figure","bbox":{"left":0.741546630859375,"top":0.20660400390625,"width":0.11749267578125,"height":0.0811767578125,"page":2,"original_page":2},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.28771371841430665},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.29292929292929293,"width":0.33169934640522875,"height":0.015782828282828284,"page":2,"original_page":2},"content":"Formula:
+        gross margin = (revenue - cost) / revenue","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9167426466941834},"extra":null},{"type":"Figure","bbox":{"left":0.7423095703125,"top":0.309906005859375,"width":0.076904296875,"height":0.06085205078125,"page":2,"original_page":2},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.3421227872371674},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.26452020202020204,"page":2,"original_page":2},"content":"Section
+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
+        notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6421052008867263},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":2,"original_page":2},"content":"Confidential
+        | Page 2 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9227842718362809},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.017676767676767676,"width":0.22712418300653595,"height":0.012626262626262626,"page":3,"original_page":3},"content":"Quarterly
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+        Values, Link, Highlight, and Comment","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.907549238204956},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.09974747474747475,"width":0.23039215686274508,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Invoice
+        Number: INV-2048","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7455861002206803},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.13131313131313133,"width":0.22712418300653595,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Purchase
+        Order: PO-4096","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7557907789945602},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.26073232323232326,"width":0.3382352941176471,"height":0.03535353535353535,"page":3,"original_page":3},"content":"https://example.com/invoices/INV-2048\nHighlighted
+        total requiring review","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6238544598221779},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.3143939393939394,"width":0.5424836601307189,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Reviewer
+        comment: verify the highlighted total before approval","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6458791196346283},"extra":null},{"type":"Figure","bbox":{"left":0.848846435546875,"top":0.3119659423828125,"width":0.03472900390625,"height":0.025482177734375,"page":3,"original_page":3},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.35475045442581177},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.36426767676767674,"width":0.1830065359477124,"height":0.010732323232323232,"page":3,"original_page":3},"content":"Revised
+        total. 245.00","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7559733480215072},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.1: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7197816997766495},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4255050505050505,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.2: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7241321921348571},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.46085858585858586,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.3: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7395129382610321},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4962121212121212,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.4: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7290821939706802},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5315656565656566,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.5: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7154147416353225},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5669191919191919,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.6: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7340064704418182},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6022727272727273,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.7: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7154147416353225},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6376262626262627,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.8: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7204042226076126},"extra":null},{"type":"Figure","bbox":{"left":0.1739501953125,"top":0.74609375,"width":0.244873046875,"height":0.091796875,"page":3,"original_page":3},"content":"Linear
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+        | Page 3 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9031270325183869},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.018308080808080808,"width":0.22712418300653595,"height":0.011994949494949494,"page":4,"original_page":4},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8802960753440857},"extra":null},{"type":"Title","bbox":{"left":0.0718954248366013,"top":0.0422979797979798,"width":0.4387254901960784,"height":0.020833333333333332,"page":4,"original_page":4},"content":"Approval
+        Signature and Watermark","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9189441114664079},"extra":null},{"type":"Key
+        Value","bbox":{"left":0.07026143790849673,"top":0.18181818181818182,"width":0.43790849673202614,"height":0.09090909090909091,"page":4,"original_page":4},"content":"Approved
+        by: Jordan Lee\nSignature: <signature>","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8993409156799317},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.3434343434343434,"width":0.5016339869281046,"height":0.31123737373737376,"page":4,"original_page":4},"content":"Section
+        4.1: Invoice totals, regional revenue, and reconciliation notes. Section 4.2:
+        Invoice totals, regional revenue, and reconciliation notes. DRAFT Section
+        4.3: Invoice totals, regional revenue, and reconciliation notes. Section 4.4:
+        Invoice totals, regional revenue, and reconciliation notes. Section 4.5: Invoice
+        totals, regional revenue, and reconciliation notes. Section 4.6: Invoice totals,
+        regional revenue, and reconciliation notes. Section 4.7: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.8: Invoice totals, regional revenue,
+        and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7228909820318221},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":4,"original_page":4},"content":"Confidential
+        | Page 4 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9192615240812302},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.018308080808080808,"width":0.22712418300653595,"height":0.011994949494949494,"page":5,"original_page":5},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9078197360038758},"extra":null},{"type":"Title","bbox":{"left":0.0727124183006536,"top":0.0422979797979798,"width":0.4305555555555556,"height":0.019570707070707072,"page":5,"original_page":5},"content":"Appendix
+        with Section Boundaries","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9206647515296936},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.09722222222222222,"width":0.09395424836601307,"height":0.023989898989898988,"page":5,"original_page":5},"content":"1.
+        Scope","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8958270728588105},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.0718954248366013,"top":0.16666666666666666,"width":0.12091503267973856,"height":0.015151515151515152,"page":5,"original_page":5},"content":"2.
+        Findings","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9091800391674041},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.2297979797979798,"width":0.22875816993464052,"height":0.012626262626262626,"page":5,"original_page":5},"content":"3.
+        Recommendations","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9221650391817092},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.26452020202020204,"page":5,"original_page":5},"content":"Section
+        5.1: Invoice totals, regional revenue, and reconciliation notes. Section 5.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 5.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.8: Invoice totals, regional revenue, and reconciliation
+        notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7166640102863311},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":5,"original_page":5},"content":"Confidential
+        | Page 5 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9235781162977219},"extra":null}]}],"ocr":null,"custom":null},"parse_mode":null,"document_properties":null}'
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+      - application/json
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+      - Wed, 02 Sep 2026 22:36:40 GMT
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+      message: ''
+recorded_at: '2026-09-02T22:36:41.054260+00:00'
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and 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+        type: document_url
+      model: reducto/parse-v3
+      settings:
+        embed_pdf_metadata: true
+        embed_pdf_metadata_dpi: 100
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/f154120fa7bb13069af51f51dc297129a328a2703a9c1e552cc40f3d0ed3bdc8.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/f154120fa7bb13069af51f51dc297129a328a2703a9c1e552cc40f3d0ed3bdc8.yaml
new file mode 100644
index 00000000000..eb0a95ea20b
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/f154120fa7bb13069af51f51dc297129a328a2703a9c1e552cc40f3d0ed3bdc8.yaml
@@ -0,0 +1,719 @@
+interactions:
+- request:
+    body: !!binary |
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+        Operations Report\n\n# Invoice Summary and Line Items\n\n<table><tr><th>Item</th><th>Quantity</th><th>Amount</th></tr><tr><td>Document
+        analysis</td><td>2</td><td>120.00</td></tr><tr><td>Document verification</td><td>1</td><td>80.00</td></tr></table>\n\n<table><tr><th>Item
+        continued</th><th>Quantity</th><th>Amount</th></tr><tr><td>Fixture validation</td><td>3</td><td>45.00</td></tr><tr><td>Provider
+        review</td><td>1</td><td>25.00</td></tr></table>\n\nSection 1.1: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.2: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.3: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.4: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.5: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.6: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.7: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.8: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nConfidential | Page 1 of 5\n\nQuarterly
+        Operations Report\n\n# Revenue Chart and Formula Review\n\nQuarterly revenue
+        bar chart with four blue bars labeled Q1, Q2, Q3, and Q4. Q1 is the lowest,
+        Q2 is higher, Q3 is slightly lower than Q2, and Q4 is the tallest bar.\n\nBlue
+        geometric line drawing on a square grid, with a central square and diagonal
+        lines extending to the grid corners.\n\n\n\nFormula: gross margin = (revenue
+        - cost) / revenue\n\n\n\nSection 2.1: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.2: Invoice totals, regional revenue, and reconciliation
+        notes. Section 2.3: Invoice totals, regional revenue, and reconciliation notes.
+        Section 2.4: Invoice totals, regional revenue, and reconciliation notes. Section
+        2.5: Invoice totals, regional revenue, and reconciliation notes. Section 2.6:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.7: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.8: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nConfidential | Page 2 of 5\n\nQuarterly
+        Operations Report\n\n# Key Values, Link, Highlight, and Comment\n\nInvoice
+        Number: INV-2048\n\nPurchase Order: PO-4096\n\n## https://example.com/invoices/INV-2048\nHighlighted
+        total requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\n\n\n## Revised total. 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nLinear barcode.\n\nConfidential | Page
+        3 of 5\n\nQuarterly Operations Report\n\n# Approval Signature and Watermark\n\nApproved
+        by: Jordan Lee\nSignature: <signature>\n\nSection 4.1: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.2: Invoice totals, regional revenue,
+        and reconciliation notes. DRAFT Section 4.3: Invoice totals, regional revenue,
+        and reconciliation notes. Section 4.4: Invoice totals, regional revenue, and
+        reconciliation notes. Section 4.5: Invoice totals, regional revenue, and reconciliation
+        notes. Section 4.6: Invoice totals, regional revenue, and reconciliation notes.
+        Section 4.7: Invoice totals, regional revenue, and reconciliation notes. Section
+        4.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 4 of 5\n\nQuarterly Operations Report\n\n# Appendix with Section Boundaries\n\n##
+        1. Scope\n\n## 2. Findings\n\n## 3. Recommendations\n\nSection 5.1: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.2: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.3: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.4: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.5: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.6: Invoice totals, regional revenue, and reconciliation
+        notes. Section 5.7: Invoice totals, regional revenue, and reconciliation notes.
+        Section 5.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 5 of 5","embed":"Quarterly Operations Report\n\n# Invoice Summary and
+        Line Items\n\n<table><tr><th>Item</th><th>Quantity</th><th>Amount</th></tr><tr><td>Document
+        analysis</td><td>2</td><td>120.00</td></tr><tr><td>Document verification</td><td>1</td><td>80.00</td></tr></table>\n\n<table><tr><th>Item
+        continued</th><th>Quantity</th><th>Amount</th></tr><tr><td>Fixture validation</td><td>3</td><td>45.00</td></tr><tr><td>Provider
+        review</td><td>1</td><td>25.00</td></tr></table>\n\nSection 1.1: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.2: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.3: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.4: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.5: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.6: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.7: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.8: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nConfidential | Page 1 of 5\n\nQuarterly
+        Operations Report\n\n# Revenue Chart and Formula Review\n\nQuarterly revenue
+        bar chart with four blue bars labeled Q1, Q2, Q3, and Q4. Q1 is the lowest,
+        Q2 is higher, Q3 is slightly lower than Q2, and Q4 is the tallest bar.\n\nBlue
+        geometric line drawing on a square grid, with a central square and diagonal
+        lines extending to the grid corners.\n\n\n\nFormula: gross margin = (revenue
+        - cost) / revenue\n\n\n\nSection 2.1: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.2: Invoice totals, regional revenue, and reconciliation
+        notes. Section 2.3: Invoice totals, regional revenue, and reconciliation notes.
+        Section 2.4: Invoice totals, regional revenue, and reconciliation notes. Section
+        2.5: Invoice totals, regional revenue, and reconciliation notes. Section 2.6:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.7: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.8: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nConfidential | Page 2 of 5\n\nQuarterly
+        Operations Report\n\n# Key Values, Link, Highlight, and Comment\n\nInvoice
+        Number: INV-2048\n\nPurchase Order: PO-4096\n\n## https://example.com/invoices/INV-2048\nHighlighted
+        total requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\n\n\n## Revised total. 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nLinear barcode.\n\nConfidential | Page
+        3 of 5\n\nQuarterly Operations Report\n\n# Approval Signature and Watermark\n\nApproved
+        by: Jordan Lee\nSignature: <signature>\n\nSection 4.1: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.2: Invoice totals, regional revenue,
+        and reconciliation notes. DRAFT Section 4.3: Invoice totals, regional revenue,
+        and reconciliation notes. Section 4.4: Invoice totals, regional revenue, and
+        reconciliation notes. Section 4.5: Invoice totals, regional revenue, and reconciliation
+        notes. Section 4.6: Invoice totals, regional revenue, and reconciliation notes.
+        Section 4.7: Invoice totals, regional revenue, and reconciliation notes. Section
+        4.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 4 of 5\n\nQuarterly Operations Report\n\n# Appendix with Section Boundaries\n\n##
+        1. Scope\n\n## 2. Findings\n\n## 3. Recommendations\n\nSection 5.1: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.2: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.3: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.4: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.5: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.6: Invoice totals, regional revenue, and reconciliation
+        notes. Section 5.7: Invoice totals, regional revenue, and reconciliation notes.
+        Section 5.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
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+        continued</th><th>Quantity</th><th>Amount</th></tr><tr><td>Fixture validation</td><td>3</td><td>45.00</td></tr><tr><td>Provider
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+        1.1: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7204042226076126},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4255050505050505,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
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+        1.3: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6927557319402695},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4962121212121212,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.4: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6769042581319809},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5315656565656566,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
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+        1.6: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7034911513328552},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6022727272727273,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.7: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6940211951732635},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6376262626262627,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.8: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6971822381019592},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":1,"original_page":1},"content":"Confidential
+        | Page 1 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9209042668342591},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.017676767676767676,"width":0.22712418300653595,"height":0.012626262626262626,"page":2,"original_page":2},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9090005308389664},"extra":null},{"type":"Title","bbox":{"left":0.07352941176470588,"top":0.037247474747474744,"width":0.4452614379084967,"height":0.027777777777777776,"page":2,"original_page":2},"content":"Revenue
+        Chart and Formula Review","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8688214063644409},"extra":null},{"type":"Figure","bbox":{"left":0.10457516339869281,"top":0.07386363636363637,"width":0.6070261437908496,"height":0.1849747474747475,"page":2,"original_page":2},"content":"Quarterly
+        revenue bar chart with four blue bars labeled Q1, Q2, Q3, and Q4. Q1 is the
+        lowest, Q2 is higher, Q3 is slightly lower than Q2, and Q4 is the tallest
+        bar.","image_url":null,"chart_data":null,"confidence":"low","granular_confidence":{"extract_confidence":null,"parse_confidence":0.4104905590415001},"extra":null},{"type":"Figure","bbox":{"left":0.741607666015625,"top":0.0819091796875,"width":0.11834716796875,"height":0.092529296875,"page":2,"original_page":2},"content":"Blue
+        geometric line drawing on a square grid, with a central square and diagonal
+        lines extending to the grid corners.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.303449621796608},"extra":null},{"type":"Figure","bbox":{"left":0.741546630859375,"top":0.20660400390625,"width":0.11749267578125,"height":0.0811767578125,"page":2,"original_page":2},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.28771371841430665},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.29292929292929293,"width":0.33169934640522875,"height":0.015782828282828284,"page":2,"original_page":2},"content":"Formula:
+        gross margin = (revenue - cost) / revenue","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9167426466941834},"extra":null},{"type":"Figure","bbox":{"left":0.7423095703125,"top":0.309906005859375,"width":0.076904296875,"height":0.06085205078125,"page":2,"original_page":2},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.3421227872371674},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.26452020202020204,"page":2,"original_page":2},"content":"Section
+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
+        notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6421052008867263},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":2,"original_page":2},"content":"Confidential
+        | Page 2 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9227842718362809},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.017676767676767676,"width":0.22712418300653595,"height":0.012626262626262626,"page":3,"original_page":3},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.805020660161972},"extra":null},{"type":"Title","bbox":{"left":0.07352941176470588,"top":0.037247474747474744,"width":0.5236928104575164,"height":0.027777777777777776,"page":3,"original_page":3},"content":"Key
+        Values, Link, Highlight, and Comment","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.907549238204956},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.09974747474747475,"width":0.23039215686274508,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Invoice
+        Number: INV-2048","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7455861002206803},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.13131313131313133,"width":0.22712418300653595,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Purchase
+        Order: PO-4096","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7557907789945602},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.26073232323232326,"width":0.3382352941176471,"height":0.03535353535353535,"page":3,"original_page":3},"content":"https://example.com/invoices/INV-2048\nHighlighted
+        total requiring review","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6238544598221779},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.3143939393939394,"width":0.5424836601307189,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Reviewer
+        comment: verify the highlighted total before approval","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6458791196346283},"extra":null},{"type":"Figure","bbox":{"left":0.848846435546875,"top":0.3119659423828125,"width":0.03472900390625,"height":0.025482177734375,"page":3,"original_page":3},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.35475045442581177},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.36426767676767674,"width":0.1830065359477124,"height":0.010732323232323232,"page":3,"original_page":3},"content":"Revised
+        total. 245.00","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7559733480215072},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.1: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7197816997766495},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4255050505050505,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.2: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7241321921348571},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.46085858585858586,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.3: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7395129382610321},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4962121212121212,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.4: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7290821939706802},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5315656565656566,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.5: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7154147416353225},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5669191919191919,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.6: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7340064704418182},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6022727272727273,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.7: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7154147416353225},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6376262626262627,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.8: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7204042226076126},"extra":null},{"type":"Figure","bbox":{"left":0.1739501953125,"top":0.74609375,"width":0.244873046875,"height":0.091796875,"page":3,"original_page":3},"content":"Linear
+        barcode.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6302859634160995},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":3,"original_page":3},"content":"Confidential
+        | Page 3 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9031270325183869},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.018308080808080808,"width":0.22712418300653595,"height":0.011994949494949494,"page":4,"original_page":4},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8802960753440857},"extra":null},{"type":"Title","bbox":{"left":0.0718954248366013,"top":0.0422979797979798,"width":0.4387254901960784,"height":0.020833333333333332,"page":4,"original_page":4},"content":"Approval
+        Signature and Watermark","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9189441114664079},"extra":null},{"type":"Key
+        Value","bbox":{"left":0.07026143790849673,"top":0.18181818181818182,"width":0.43790849673202614,"height":0.09090909090909091,"page":4,"original_page":4},"content":"Approved
+        by: Jordan Lee\nSignature: <signature>","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8993409156799317},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.3434343434343434,"width":0.5016339869281046,"height":0.31123737373737376,"page":4,"original_page":4},"content":"Section
+        4.1: Invoice totals, regional revenue, and reconciliation notes. Section 4.2:
+        Invoice totals, regional revenue, and reconciliation notes. DRAFT Section
+        4.3: Invoice totals, regional revenue, and reconciliation notes. Section 4.4:
+        Invoice totals, regional revenue, and reconciliation notes. Section 4.5: Invoice
+        totals, regional revenue, and reconciliation notes. Section 4.6: Invoice totals,
+        regional revenue, and reconciliation notes. Section 4.7: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.8: Invoice totals, regional revenue,
+        and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7228909820318221},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":4,"original_page":4},"content":"Confidential
+        | Page 4 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9192615240812302},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.018308080808080808,"width":0.22712418300653595,"height":0.011994949494949494,"page":5,"original_page":5},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9078197360038758},"extra":null},{"type":"Title","bbox":{"left":0.0727124183006536,"top":0.0422979797979798,"width":0.4305555555555556,"height":0.019570707070707072,"page":5,"original_page":5},"content":"Appendix
+        with Section Boundaries","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9206764549016953},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.09722222222222222,"width":0.09395424836601307,"height":0.023989898989898988,"page":5,"original_page":5},"content":"1.
+        Scope","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8958270728588105},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.0718954248366013,"top":0.16666666666666666,"width":0.12091503267973856,"height":0.015151515151515152,"page":5,"original_page":5},"content":"2.
+        Findings","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9091683983802795},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.2297979797979798,"width":0.22875816993464052,"height":0.012626262626262626,"page":5,"original_page":5},"content":"3.
+        Recommendations","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9221650391817092},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.26452020202020204,"page":5,"original_page":5},"content":"Section
+        5.1: Invoice totals, regional revenue, and reconciliation notes. Section 5.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 5.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.8: Invoice totals, regional revenue, and reconciliation
+        notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7166640102863311},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":5,"original_page":5},"content":"Confidential
+        | Page 5 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9235781162977219},"extra":null}]}],"ocr":null,"custom":null},"parse_mode":null,"document_properties":null}'
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+      - application/json
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+      - Wed, 02 Sep 2026 22:37:10 GMT
+    status:
+      code: 200
+      message: ''
+recorded_at: '2026-09-02T22:37:10.553294+00:00'
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 3.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 3.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 3.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
21 0 obj
<<
/Length 1494
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Approval Signature and Watermark) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 4 of 5) Tj T* ET
q
.827451 .827451 .827451 rg
BT /F2 54 Tf 64.8 TL ET
.906308 .422618 -0.422618 .906308 110 390 cm
BT 1 0 0 1 0 0 Tm (DRAFT) Tj T* ET
Q
0 0 0 rg
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 635 Tm (Approved by: Jordan Lee) Tj T* ET
n 45 610 m 310 610 l S
n 55 595 m 75 625 112 602 155 600 c S
BT 1 0 0 1 45 580 Tm (Signature) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 4.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 4.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 4.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 4.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 4.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 4.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 4.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 4.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
22 0 obj
<<
/Length 1327
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Appendix with Section Boundaries) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 5 of 5) Tj T* ET
BT /F2 14 Tf 16.8 TL ET
BT 1 0 0 1 45 700 Tm (1. Scope) Tj T* ET
BT 1 0 0 1 45 650 Tm (2. Findings) Tj T* ET
BT 1 0 0 1 45 600 Tm (3. Recommendations) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 5.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 5.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 5.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 5.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 5.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 5.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 5.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 5.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
xref
0 23
0000000000 65535 f 
0000000061 00000 n 
0000000102 00000 n 
0000000209 00000 n 
0000000321 00000 n 
0000000516 00000 n 
0000006322 00000 n 
0000012824 00000 n 
0000014142 00000 n 
0000014496 00000 n 
0000014664 00000 n 
0000014850 00000 n 
0000015028 00000 n 
0000015256 00000 n 
0000015452 00000 n 
0000015648 00000 n 
0000015718 00000 n 
0000016128 00000 n 
0000016215 00000 n 
0000018552 00000 n 
0000020327 00000 n 
0000022845 00000 n 
0000024391 00000 n 
trailer
<<
/ID 
[<cb011a3ef088e46b638e8b45c01a470f><cb011a3ef088e46b638e8b45c01a470f>]
% ReportLab generated PDF document -- digest (opensource)

/Info 16 0 R
/Root 15 0 R
/Size 23
>>
startxref
25770
%%EOF

+        type: document_url
+      formatting:
+        table_output_format: html
+      model: reducto/parse-v3
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/f2b260eca76347d5982b96c79563999653d141626ca1eadfdb47fc20d645b9d5.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/f2b260eca76347d5982b96c79563999653d141626ca1eadfdb47fc20d645b9d5.yaml
new file mode 100644
index 00000000000..4515e0a0823
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/f2b260eca76347d5982b96c79563999653d141626ca1eadfdb47fc20d645b9d5.yaml
@@ -0,0 +1,72 @@
+interactions:
+- request:
+    body: "--7108360c769817ee2464c4729615e289\r\nContent-Disposition: form-data; name=\"file\";
+      filename=\"document\"\r\nContent-Type: application/pdf\r\n\r\n%PDF-1.4\n1 0
+      obj\n<< /Type /Catalog /Pages 2 0 R >>\nendobj\n2 0 obj\n<< /Type /Pages /Kids
+      [3 0 R] /Count 1 >>\nendobj\n3 0 obj\n<< /Type /Page /Parent 2 0 R /Resources
+      4 0 R /MediaBox [0 0 612 792] /Contents 5 0 R >>\nendobj\n4 0 obj\n<< /Font
+      << /F1 << /Type /Font /Subtype /Type1 /BaseFont /Helvetica >> >> >>\nendobj\n5
+      0 obj\n<< /Length 44 >>\nstream\nBT\n/F1 12 Tf\n100 700 Td\n(Test PDF File)
+      Tj\nET\nendstream\nendobj\nxref\n0 6\n0000000000 65535 f \n0000000009 00000
+      n \n0000000058 00000 n \n0000000115 00000 n \n0000000214 00000 n \n0000000293
+      00000 n \ntrailer\n<< /Size 6 /Root 1 0 R >>\nstartxref\n385\n%%EOF\n\r\n--7108360c769817ee2464c4729615e289--\r\n"
+    headers:
+      Accept:
+      - '*/*'
+      Content-Type:
+      - multipart/form-data; boundary=7108360c769817ee2464c4729615e289
+      User-Agent:
+      - litellm/1.101.0
+    method: POST
+    uri: http://parity-provider.invalid/upload
+  response:
+    body:
+      string: '{"file_id":"reducto://fc6ebcb1-95d4-46ec-90d0-efca33ef197f.pdf","presigned_url":null}'
+    headers:
+      Content-Type:
+      - application/json
+      Date:
+      - Tue, 01 Sep 2026 19:54:41 GMT
+    status:
+      code: 200
+      message: ''
+- request:
+    body: '{"input":"reducto://fc6ebcb1-95d4-46ec-90d0-efca33ef197f.pdf","settings":{"return_ocr_data":true}}'
+    headers:
+      Accept:
+      - '*/*'
+      Content-Type:
+      - application/json
+      User-Agent:
+      - litellm/1.101.0
+    method: POST
+    uri: http://parity-provider.invalid/parse
+  response:
+    body:
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+      model: reducto/parse-v3
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+      formatting:
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+        Operations Report\n\n# Invoice Summary and Line Items\n\n| Item                  |
+        Quantity   | Amount   |\n|-|-|-|\n| Document analysis     | 2          | 120.00   |\n|
+        Document verification | 1          | 80.00    |\n\n| Item continued     |
+        Quantity   | Amount   |\n|-|-|-|\n| Fixture validation | 3          | 45.00    |\n|
+        Provider review    | 1          | 25.00    |\n\nSection 1.1: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.2: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.3: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.4: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.5: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.6: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.7: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.8: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nConfidential | Page 1 of 5\n\nQuarterly
+        Operations Report\n\n# Revenue Chart and Formula Review\n\nQuarterly revenue
+        bar chart with four blue bars labeled Q1, Q2, Q3, and Q4. Q1 is the lowest,
+        Q2 is higher, Q3 is lower than Q2, and Q4 is the tallest bar.\n\nBlue geometric
+        line drawing on a square grid, with a central square and diagonal lines extending
+        to the grid corners.\n\n\n\nFormula: gross margin = (revenue - cost) / revenue\n\n\n\nSection
+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 2 of 5\n\nQuarterly Operations Report\n\n# Key
+        Values, Link, Highlight, and Comment\n\nInvoice Number: INV-2048\n\nPurchase
+        Order: PO-4096\n\n## https://example.com/invoices/INV-2048\nHighlighted total
+        requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\n\n\n## Revised total. 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nLinear barcode.\n\nConfidential | Page
+        3 of 5\n\nQuarterly Operations Report\n\n# Approval Signature and Watermark\n\nApproved
+        by: Jordan Lee\nSignature: <signature>\n\nSection 4.1: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.2: Invoice totals, regional revenue,
+        and reconciliation notes. DRAFT Section 4.3: Invoice totals, regional revenue,
+        and reconciliation notes. Section 4.4: Invoice totals, regional revenue, and
+        reconciliation notes. Section 4.5: Invoice totals, regional revenue, and reconciliation
+        notes. Section 4.6: Invoice totals, regional revenue, and reconciliation notes.
+        Section 4.7: Invoice totals, regional revenue, and reconciliation notes. Section
+        4.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 4 of 5\n\nQuarterly Operations Report\n\n# Appendix with Section Boundaries\n\n##
+        1. Scope\n\n## 2. Findings\n\n## 3. Recommendations\n\nSection 5.1: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.2: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.3: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.4: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.5: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.6: Invoice totals, regional revenue, and reconciliation
+        notes. Section 5.7: Invoice totals, regional revenue, and reconciliation notes.
+        Section 5.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 5 of 5","embed":"Quarterly Operations Report\n\n# Invoice Summary and
+        Line Items\n\n| Item                  | Quantity   | Amount   |\n|-|-|-|\n|
+        Document analysis     | 2          | 120.00   |\n| Document verification |
+        1          | 80.00    |\n\n| Item continued     | Quantity   | Amount   |\n|-|-|-|\n|
+        Fixture validation | 3          | 45.00    |\n| Provider review    | 1          |
+        25.00    |\n\nSection 1.1: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.2: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.3: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.4: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.5: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.6: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.7: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 1 of 5\n\nQuarterly Operations Report\n\n# Revenue
+        Chart and Formula Review\n\nQuarterly revenue bar chart with four blue bars
+        labeled Q1, Q2, Q3, and Q4. Q1 is the lowest, Q2 is higher, Q3 is lower than
+        Q2, and Q4 is the tallest bar.\n\nBlue geometric line drawing on a square
+        grid, with a central square and diagonal lines extending to the grid corners.\n\n\n\nFormula:
+        gross margin = (revenue - cost) / revenue\n\n\n\nSection 2.1: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.2: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.3: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.4: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.5: Invoice totals, regional revenue, and reconciliation
+        notes. Section 2.6: Invoice totals, regional revenue, and reconciliation notes.
+        Section 2.7: Invoice totals, regional revenue, and reconciliation notes. Section
+        2.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 2 of 5\n\nQuarterly Operations Report\n\n# Key Values, Link, Highlight,
+        and Comment\n\nInvoice Number: INV-2048\n\nPurchase Order: PO-4096\n\n## https://example.com/invoices/INV-2048\nHighlighted
+        total requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\n\n\n## Revised total. 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nLinear barcode.\n\nConfidential | Page
+        3 of 5\n\nQuarterly Operations Report\n\n# Approval Signature and Watermark\n\nApproved
+        by: Jordan Lee\nSignature: <signature>\n\nSection 4.1: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.2: Invoice totals, regional revenue,
+        and reconciliation notes. DRAFT Section 4.3: Invoice totals, regional revenue,
+        and reconciliation notes. Section 4.4: Invoice totals, regional revenue, and
+        reconciliation notes. Section 4.5: Invoice totals, regional revenue, and reconciliation
+        notes. Section 4.6: Invoice totals, regional revenue, and reconciliation notes.
+        Section 4.7: Invoice totals, regional revenue, and reconciliation notes. Section
+        4.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 4 of 5\n\nQuarterly Operations Report\n\n# Appendix with Section Boundaries\n\n##
+        1. Scope\n\n## 2. Findings\n\n## 3. Recommendations\n\nSection 5.1: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.2: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.3: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.4: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.5: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.6: Invoice totals, regional revenue, and reconciliation
+        notes. Section 5.7: Invoice totals, regional revenue, and reconciliation notes.
+        Section 5.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
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+        Item                  | Quantity   | Amount   |\n|-|-|-|\n| Document analysis     |
+        2          | 120.00   |\n| Document verification | 1          | 80.00    |","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9576186398665111},"extra":null},{"type":"Table","bbox":{"left":0.0727124183006536,"top":0.24116161616161616,"width":0.8488562091503268,"height":0.13320707070707072,"page":1,"original_page":1},"content":"|
+        Item continued     | Quantity   | Amount   |\n|-|-|-|\n| Fixture validation
+        | 3          | 45.00    |\n| Provider review    | 1          | 25.00    |","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9573022246360778},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.1: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7204042226076126},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4255050505050505,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.2: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6971822381019592},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.46085858585858586,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.3: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6927557319402695},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4962121212121212,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.4: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6769042581319809},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5315656565656566,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
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+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9090005308389664},"extra":null},{"type":"Title","bbox":{"left":0.07352941176470588,"top":0.037247474747474744,"width":0.4452614379084967,"height":0.027777777777777776,"page":2,"original_page":2},"content":"Revenue
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+        revenue bar chart with four blue bars labeled Q1, Q2, Q3, and Q4. Q1 is the
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+        geometric line drawing on a square grid, with a central square and diagonal
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+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
+        notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6421052008867263},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":2,"original_page":2},"content":"Confidential
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+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.805020660161972},"extra":null},{"type":"Title","bbox":{"left":0.07352941176470588,"top":0.037247474747474744,"width":0.5236928104575164,"height":0.027777777777777776,"page":3,"original_page":3},"content":"Key
+        Values, Link, Highlight, and Comment","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.907549238204956},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.09974747474747475,"width":0.23039215686274508,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Invoice
+        Number: INV-2048","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7455861002206803},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.13131313131313133,"width":0.22712418300653595,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Purchase
+        Order: PO-4096","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7557907789945602},"extra":null},{"type":"Section
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+        total requiring review","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6239689275622368},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.3143939393939394,"width":0.5424836601307189,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Reviewer
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+        3.1: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7197816997766495},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4255050505050505,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
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+        3.3: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7395129382610321},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4962121212121212,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.4: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7290821939706802},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5315656565656566,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.5: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7154147416353225},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5669191919191919,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.6: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7340064704418182},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6022727272727273,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.7: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7154147416353225},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6376262626262627,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.8: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7204042226076126},"extra":null},{"type":"Figure","bbox":{"left":0.1739501953125,"top":0.74609375,"width":0.244873046875,"height":0.091796875,"page":3,"original_page":3},"content":"Linear
+        barcode.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6302859634160995},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":3,"original_page":3},"content":"Confidential
+        | Page 3 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9031270325183869},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.018308080808080808,"width":0.22712418300653595,"height":0.011994949494949494,"page":4,"original_page":4},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8802960753440857},"extra":null},{"type":"Title","bbox":{"left":0.0718954248366013,"top":0.0422979797979798,"width":0.4387254901960784,"height":0.020833333333333332,"page":4,"original_page":4},"content":"Approval
+        Signature and Watermark","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9189441114664079},"extra":null},{"type":"Key
+        Value","bbox":{"left":0.07026143790849673,"top":0.18181818181818182,"width":0.43790849673202614,"height":0.09090909090909091,"page":4,"original_page":4},"content":"Approved
+        by: Jordan Lee\nSignature: <signature>","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8993409156799317},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.3434343434343434,"width":0.5016339869281046,"height":0.31123737373737376,"page":4,"original_page":4},"content":"Section
+        4.1: Invoice totals, regional revenue, and reconciliation notes. Section 4.2:
+        Invoice totals, regional revenue, and reconciliation notes. DRAFT Section
+        4.3: Invoice totals, regional revenue, and reconciliation notes. Section 4.4:
+        Invoice totals, regional revenue, and reconciliation notes. Section 4.5: Invoice
+        totals, regional revenue, and reconciliation notes. Section 4.6: Invoice totals,
+        regional revenue, and reconciliation notes. Section 4.7: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.8: Invoice totals, regional revenue,
+        and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7228909820318221},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":4,"original_page":4},"content":"Confidential
+        | Page 4 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9192615240812302},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.018308080808080808,"width":0.22712418300653595,"height":0.011994949494949494,"page":5,"original_page":5},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9078197360038758},"extra":null},{"type":"Title","bbox":{"left":0.0727124183006536,"top":0.0422979797979798,"width":0.4305555555555556,"height":0.019570707070707072,"page":5,"original_page":5},"content":"Appendix
+        with Section Boundaries","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9206647515296936},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.09722222222222222,"width":0.09395424836601307,"height":0.023989898989898988,"page":5,"original_page":5},"content":"1.
+        Scope","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8958270728588105},"extra":null},{"type":"Section
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+        Findings","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9091800391674041},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.2297979797979798,"width":0.22875816993464052,"height":0.012626262626262626,"page":5,"original_page":5},"content":"3.
+        Recommendations","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9221650391817092},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.26452020202020204,"page":5,"original_page":5},"content":"Section
+        5.1: Invoice totals, regional revenue, and reconciliation notes. Section 5.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 5.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.8: Invoice totals, regional revenue, and reconciliation
+        notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7166640102863311},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":5,"original_page":5},"content":"Confidential
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+        document_url: 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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and 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+        type: document_url
+      model: reducto/parse-v3
+      settings:
+        return_ocr_data: true
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/ff0e404f807f9e58b7da6eff4ff57b66c74be0482b8e0565ce9cb51e0e302d70.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/ff0e404f807f9e58b7da6eff4ff57b66c74be0482b8e0565ce9cb51e0e302d70.yaml
new file mode 100644
index 00000000000..122f8a65290
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/reducto-v3/ff0e404f807f9e58b7da6eff4ff57b66c74be0482b8e0565ce9cb51e0e302d70.yaml
@@ -0,0 +1,720 @@
+interactions:
+- request:
+    body: !!binary |
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+        Operations Report\n\n# Invoice Summary and Line Items\n\n| Item                  |
+        Quantity   | Amount   |\n|-|-|-|\n| Document analysis     | 2          | 120.00   |\n|
+        Document verification | 1          | 80.00    |\n\n| Item continued     |
+        Quantity   | Amount   |\n|-|-|-|\n| Fixture validation | 3          | 45.00    |\n|
+        Provider review    | 1          | 25.00    |\n\nSection 1.1: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.2: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.3: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.4: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.5: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.6: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.7: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nSection 1.8: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nConfidential | Page 1 of 5\n\nQuarterly
+        Operations Report\n\n# Revenue Chart and Formula Review\n\nQuarterly revenue
+        bar chart with four blue bars labeled Q1 through Q4. Q1 is the lowest, Q2
+        is higher, Q3 is slightly lower than Q2, and Q4 is the tallest bar.\n\nBlue
+        geometric line drawing on a square grid, with a central square and diagonal
+        lines extending to the grid corners.\n\n\n\nFormula: gross margin = (revenue
+        - cost) / revenue\n\n\n\nSection 2.1: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.2: Invoice totals, regional revenue, and reconciliation
+        notes. Section 2.3: Invoice totals, regional revenue, and reconciliation notes.
+        Section 2.4: Invoice totals, regional revenue, and reconciliation notes. Section
+        2.5: Invoice totals, regional revenue, and reconciliation notes. Section 2.6:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.7: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.8: Invoice totals,
+        regional revenue, and reconciliation notes.\n\nConfidential | Page 2 of 5\n\nQuarterly
+        Operations Report\n\n# Key Values, Link, Highlight, and Comment\n\nInvoice
+        Number: INV-2048\n\nPurchase Order: PO-4096\n\n## https://example.com/invoices/INV-2048\nHighlighted
+        total requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\n\n\n## Revised total. 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nLinear barcode.\n\nConfidential | Page
+        3 of 5\n\nQuarterly Operations Report\n\n# Approval Signature and Watermark\n\nApproved
+        by: Jordan Lee\nSignature: <signature>\n\nSection 4.1: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.2: Invoice totals, regional revenue,
+        and reconciliation notes. DRAFT Section 4.3: Invoice totals, regional revenue,
+        and reconciliation notes. Section 4.4: Invoice totals, regional revenue, and
+        reconciliation notes. Section 4.5: Invoice totals, regional revenue, and reconciliation
+        notes. Section 4.6: Invoice totals, regional revenue, and reconciliation notes.
+        Section 4.7: Invoice totals, regional revenue, and reconciliation notes. Section
+        4.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 4 of 5\n\nQuarterly Operations Report\n\n# Appendix with Section Boundaries\n\n##
+        1. Scope\n\n## 2. Findings\n\n## 3. Recommendations\n\nSection 5.1: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.2: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.3: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.4: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.5: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.6: Invoice totals, regional revenue, and reconciliation
+        notes. Section 5.7: Invoice totals, regional revenue, and reconciliation notes.
+        Section 5.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 5 of 5","embed":"Quarterly Operations Report\n\n# Invoice Summary and
+        Line Items\n\n| Item                  | Quantity   | Amount   |\n|-|-|-|\n|
+        Document analysis     | 2          | 120.00   |\n| Document verification |
+        1          | 80.00    |\n\n| Item continued     | Quantity   | Amount   |\n|-|-|-|\n|
+        Fixture validation | 3          | 45.00    |\n| Provider review    | 1          |
+        25.00    |\n\nSection 1.1: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.2: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.3: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.4: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.5: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.6: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.7: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nSection 1.8: Invoice totals, regional revenue, and reconciliation
+        notes.\n\nConfidential | Page 1 of 5\n\nQuarterly Operations Report\n\n# Revenue
+        Chart and Formula Review\n\nQuarterly revenue bar chart with four blue bars
+        labeled Q1 through Q4. Q1 is the lowest, Q2 is higher, Q3 is slightly lower
+        than Q2, and Q4 is the tallest bar.\n\nBlue geometric line drawing on a square
+        grid, with a central square and diagonal lines extending to the grid corners.\n\n\n\nFormula:
+        gross margin = (revenue - cost) / revenue\n\n\n\nSection 2.1: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.2: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.3: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.4: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.5: Invoice totals, regional revenue, and reconciliation
+        notes. Section 2.6: Invoice totals, regional revenue, and reconciliation notes.
+        Section 2.7: Invoice totals, regional revenue, and reconciliation notes. Section
+        2.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 2 of 5\n\nQuarterly Operations Report\n\n# Key Values, Link, Highlight,
+        and Comment\n\nInvoice Number: INV-2048\n\nPurchase Order: PO-4096\n\n## https://example.com/invoices/INV-2048\nHighlighted
+        total requiring review\n\nReviewer comment: verify the highlighted total before
+        approval\n\n\n\n## Revised total. 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n\nLinear barcode.\n\nConfidential | Page
+        3 of 5\n\nQuarterly Operations Report\n\n# Approval Signature and Watermark\n\nApproved
+        by: Jordan Lee\nSignature: <signature>\n\nSection 4.1: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.2: Invoice totals, regional revenue,
+        and reconciliation notes. DRAFT Section 4.3: Invoice totals, regional revenue,
+        and reconciliation notes. Section 4.4: Invoice totals, regional revenue, and
+        reconciliation notes. Section 4.5: Invoice totals, regional revenue, and reconciliation
+        notes. Section 4.6: Invoice totals, regional revenue, and reconciliation notes.
+        Section 4.7: Invoice totals, regional revenue, and reconciliation notes. Section
+        4.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
+        | Page 4 of 5\n\nQuarterly Operations Report\n\n# Appendix with Section Boundaries\n\n##
+        1. Scope\n\n## 2. Findings\n\n## 3. Recommendations\n\nSection 5.1: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.2: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.3: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.4: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.5: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.6: Invoice totals, regional revenue, and reconciliation
+        notes. Section 5.7: Invoice totals, regional revenue, and reconciliation notes.
+        Section 5.8: Invoice totals, regional revenue, and reconciliation notes.\n\nConfidential
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+        Item                  | Quantity   | Amount   |\n|-|-|-|\n| Document analysis     |
+        2          | 120.00   |\n| Document verification | 1          | 80.00    |","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9576186398665111},"extra":null},{"type":"Table","bbox":{"left":0.0727124183006536,"top":0.24116161616161616,"width":0.8488562091503268,"height":0.13320707070707072,"page":1,"original_page":1},"content":"|
+        Item continued     | Quantity   | Amount   |\n|-|-|-|\n| Fixture validation
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+        1.1: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7204042226076126},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4255050505050505,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.2: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6971822381019592},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.46085858585858586,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.3: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6927557319402695},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4962121212121212,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.4: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6769042581319809},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5315656565656566,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.5: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.683884510397911},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5669191919191919,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
+        1.6: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7034911513328552},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6022727272727273,"width":0.5016339869281046,"height":0.017045454545454544,"page":1,"original_page":1},"content":"Section
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+        1.8: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6971822381019592},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":1,"original_page":1},"content":"Confidential
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+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9090005308389664},"extra":null},{"type":"Title","bbox":{"left":0.07352941176470588,"top":0.037247474747474744,"width":0.4452614379084967,"height":0.027777777777777776,"page":2,"original_page":2},"content":"Revenue
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+        revenue bar chart with four blue bars labeled Q1 through Q4. Q1 is the lowest,
+        Q2 is higher, Q3 is slightly lower than Q2, and Q4 is the tallest bar.","image_url":null,"chart_data":null,"confidence":"low","granular_confidence":{"extract_confidence":null,"parse_confidence":0.4104905590415001},"extra":null},{"type":"Figure","bbox":{"left":0.741607666015625,"top":0.0819091796875,"width":0.11834716796875,"height":0.092529296875,"page":2,"original_page":2},"content":"Blue
+        geometric line drawing on a square grid, with a central square and diagonal
+        lines extending to the grid corners.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.303449621796608},"extra":null},{"type":"Figure","bbox":{"left":0.741546630859375,"top":0.20660400390625,"width":0.11749267578125,"height":0.0811767578125,"page":2,"original_page":2},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.28771371841430665},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.29292929292929293,"width":0.33169934640522875,"height":0.015782828282828284,"page":2,"original_page":2},"content":"Formula:
+        gross margin = (revenue - cost) / revenue","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9167426466941834},"extra":null},{"type":"Figure","bbox":{"left":0.7423095703125,"top":0.309906005859375,"width":0.076904296875,"height":0.06085205078125,"page":2,"original_page":2},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.3421227872371674},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.26452020202020204,"page":2,"original_page":2},"content":"Section
+        2.1: Invoice totals, regional revenue, and reconciliation notes. Section 2.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 2.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 2.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 2.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 2.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 2.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 2.8: Invoice totals, regional revenue, and reconciliation
+        notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6421052008867263},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":2,"original_page":2},"content":"Confidential
+        | Page 2 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9227842718362809},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.017676767676767676,"width":0.22712418300653595,"height":0.012626262626262626,"page":3,"original_page":3},"content":"Quarterly
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+        Values, Link, Highlight, and Comment","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.907549238204956},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.09974747474747475,"width":0.23039215686274508,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Invoice
+        Number: INV-2048","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7455861002206803},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.13131313131313133,"width":0.22712418300653595,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Purchase
+        Order: PO-4096","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7557907789945602},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.26073232323232326,"width":0.3382352941176471,"height":0.03535353535353535,"page":3,"original_page":3},"content":"https://example.com/invoices/INV-2048\nHighlighted
+        total requiring review","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6238544598221779},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.3143939393939394,"width":0.5424836601307189,"height":0.020833333333333332,"page":3,"original_page":3},"content":"Reviewer
+        comment: verify the highlighted total before approval","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.6458791196346283},"extra":null},{"type":"Figure","bbox":{"left":0.848846435546875,"top":0.3119659423828125,"width":0.03472900390625,"height":0.025482177734375,"page":3,"original_page":3},"content":"","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.35475045442581177},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.36426767676767674,"width":0.1830065359477124,"height":0.010732323232323232,"page":3,"original_page":3},"content":"Revised
+        total. 245.00","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7559733480215072},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.1: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7197816997766495},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4255050505050505,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.2: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7241321921348571},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.46085858585858586,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.3: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7395129382610321},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.4962121212121212,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.4: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7290821939706802},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5315656565656566,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.5: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7154147416353225},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.5669191919191919,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.6: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7340064704418182},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6022727272727273,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.7: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7154147416353225},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.6376262626262627,"width":0.5016339869281046,"height":0.017045454545454544,"page":3,"original_page":3},"content":"Section
+        3.8: Invoice totals, regional revenue, and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7204042226076126},"extra":null},{"type":"Figure","bbox":{"left":0.1739501953125,"top":0.74609375,"width":0.244873046875,"height":0.091796875,"page":3,"original_page":3},"content":"Linear
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+        | Page 3 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9031270325183869},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.018308080808080808,"width":0.22712418300653595,"height":0.011994949494949494,"page":4,"original_page":4},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8802960753440857},"extra":null},{"type":"Title","bbox":{"left":0.0718954248366013,"top":0.0422979797979798,"width":0.4387254901960784,"height":0.020833333333333332,"page":4,"original_page":4},"content":"Approval
+        Signature and Watermark","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9190816521644593},"extra":null},{"type":"Key
+        Value","bbox":{"left":0.07026143790849673,"top":0.18181818181818182,"width":0.43790849673202614,"height":0.09090909090909091,"page":4,"original_page":4},"content":"Approved
+        by: Jordan Lee\nSignature: <signature>","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8993409156799317},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.3434343434343434,"width":0.5016339869281046,"height":0.31123737373737376,"page":4,"original_page":4},"content":"Section
+        4.1: Invoice totals, regional revenue, and reconciliation notes. Section 4.2:
+        Invoice totals, regional revenue, and reconciliation notes. DRAFT Section
+        4.3: Invoice totals, regional revenue, and reconciliation notes. Section 4.4:
+        Invoice totals, regional revenue, and reconciliation notes. Section 4.5: Invoice
+        totals, regional revenue, and reconciliation notes. Section 4.6: Invoice totals,
+        regional revenue, and reconciliation notes. Section 4.7: Invoice totals, regional
+        revenue, and reconciliation notes. Section 4.8: Invoice totals, regional revenue,
+        and reconciliation notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7228909820318221},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":4,"original_page":4},"content":"Confidential
+        | Page 4 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9192615240812302},"extra":null},{"type":"Header","bbox":{"left":0.0727124183006536,"top":0.018308080808080808,"width":0.22712418300653595,"height":0.011994949494949494,"page":5,"original_page":5},"content":"Quarterly
+        Operations Report","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9078197360038758},"extra":null},{"type":"Title","bbox":{"left":0.0727124183006536,"top":0.0422979797979798,"width":0.4305555555555556,"height":0.019570707070707072,"page":5,"original_page":5},"content":"Appendix
+        with Section Boundaries","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9206764549016953},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.09722222222222222,"width":0.09395424836601307,"height":0.023989898989898988,"page":5,"original_page":5},"content":"1.
+        Scope","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.8958270728588105},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.0718954248366013,"top":0.16666666666666666,"width":0.12091503267973856,"height":0.015151515151515152,"page":5,"original_page":5},"content":"2.
+        Findings","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9091683983802795},"extra":null},{"type":"Section
+        Header","bbox":{"left":0.07352941176470588,"top":0.2297979797979798,"width":0.22875816993464052,"height":0.012626262626262626,"page":5,"original_page":5},"content":"3.
+        Recommendations","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9221650391817092},"extra":null},{"type":"Text","bbox":{"left":0.07352941176470588,"top":0.39015151515151514,"width":0.5016339869281046,"height":0.26452020202020204,"page":5,"original_page":5},"content":"Section
+        5.1: Invoice totals, regional revenue, and reconciliation notes. Section 5.2:
+        Invoice totals, regional revenue, and reconciliation notes. Section 5.3: Invoice
+        totals, regional revenue, and reconciliation notes. Section 5.4: Invoice totals,
+        regional revenue, and reconciliation notes. Section 5.5: Invoice totals, regional
+        revenue, and reconciliation notes. Section 5.6: Invoice totals, regional revenue,
+        and reconciliation notes. Section 5.7: Invoice totals, regional revenue, and
+        reconciliation notes. Section 5.8: Invoice totals, regional revenue, and reconciliation
+        notes.","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.7166640102863311},"extra":null},{"type":"Footer","bbox":{"left":0.07352941176470588,"top":0.9494949494949495,"width":0.1642156862745098,"height":0.015782828282828284,"page":5,"original_page":5},"content":"Confidential
+        | Page 5 of 5","image_url":null,"chart_data":null,"confidence":"high","granular_confidence":{"extract_confidence":null,"parse_confidence":0.9235781162977219},"extra":null}]}],"ocr":null,"custom":null},"parse_mode":null,"document_properties":null}'
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+      - Wed, 02 Sep 2026 22:36:45 GMT
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+      message: ''
+recorded_at: '2026-09-02T22:36:46.096224+00:00'
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 3.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 3.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 3.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
21 0 obj
<<
/Length 1494
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Approval Signature and Watermark) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 4 of 5) Tj T* ET
q
.827451 .827451 .827451 rg
BT /F2 54 Tf 64.8 TL ET
.906308 .422618 -0.422618 .906308 110 390 cm
BT 1 0 0 1 0 0 Tm (DRAFT) Tj T* ET
Q
0 0 0 rg
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 635 Tm (Approved by: Jordan Lee) Tj T* ET
n 45 610 m 310 610 l S
n 55 595 m 75 625 112 602 155 600 c S
BT 1 0 0 1 45 580 Tm (Signature) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 4.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 4.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 4.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 4.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 4.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 4.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 4.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 4.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
22 0 obj
<<
/Length 1327
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Appendix with Section Boundaries) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 5 of 5) Tj T* ET
BT /F2 14 Tf 16.8 TL ET
BT 1 0 0 1 45 700 Tm (1. Scope) Tj T* ET
BT 1 0 0 1 45 650 Tm (2. Findings) Tj T* ET
BT 1 0 0 1 45 600 Tm (3. Recommendations) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 5.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 5.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 5.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 5.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 5.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 5.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 5.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 5.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
xref
0 23
0000000000 65535 f 
0000000061 00000 n 
0000000102 00000 n 
0000000209 00000 n 
0000000321 00000 n 
0000000516 00000 n 
0000006322 00000 n 
0000012824 00000 n 
0000014142 00000 n 
0000014496 00000 n 
0000014664 00000 n 
0000014850 00000 n 
0000015028 00000 n 
0000015256 00000 n 
0000015452 00000 n 
0000015648 00000 n 
0000015718 00000 n 
0000016128 00000 n 
0000016215 00000 n 
0000018552 00000 n 
0000020327 00000 n 
0000022845 00000 n 
0000024391 00000 n 
trailer
<<
/ID 
[<cb011a3ef088e46b638e8b45c01a470f><cb011a3ef088e46b638e8b45c01a470f>]
% ReportLab generated PDF document -- digest (opensource)

/Info 16 0 R
/Root 15 0 R
/Size 23
>>
startxref
25770
%%EOF

+        type: document_url
+      model: reducto/parse-v3
+      settings:
+        ocr_system: legacy
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/vertex-deepseek/110148beb9f45756ad36d650a5da70bf03e25a38b5da5755633f4d0d568eb18f.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/vertex-deepseek/110148beb9f45756ad36d650a5da70bf03e25a38b5da5755633f4d0d568eb18f.yaml
new file mode 100644
index 00000000000..9dc7dea02ff
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/vertex-deepseek/110148beb9f45756ad36d650a5da70bf03e25a38b5da5755633f4d0d568eb18f.yaml
@@ -0,0 +1,56 @@
+interactions:
+- request:
+    body: '{"model":"deepseek-ai/invalid-ocr-model-for-parity","messages":[{"role":"user","content":[{"type":"image_url","image_url":"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAUAAAABQCAIAAADnUzvSAAABfUlEQVR4nO3dwY2DMBRAQbza/ltmK+BAhNd+YaYAcEBPPnwC4zzPA2j6Wb0A4HMChjABQ5iAIUzAECZgCBMwhAkYwgQMYQKGMAFD2O9TBxpjHDM99cz2U+vcbT1XdnvW/er3zl7nWHTfZ99fOzCECRjCBAxhAoYwAUOYgCFMwBD22Bx41bz06viz5427rWc3s+efd897Lrrvs++vHRjCBAxhAoYwAUOYgCFMwBAmYAibPgfmne7Ow2ef91vZgSFMwBAmYAgTMIQJGMIEDGEChjBzYNjof8V32YEhTMAQJmAIEzCECRjCBAxhAoYwc2BebSx6X/dTx7cDQ5iAIUzAECZgCBMwhAkYwgQMYebAvML40u8z24EhTMAQJmAIEzCECRjCBAxhAoawsdt7bq/sts7d1nNl1Zxz1XUek6/nbt9DtgNDmIAhTMAQJmAIEzCECRjCBAxhj82Bgf9nB4YwAUOYgCFMwBAmYAgTMIQJGMIEDGEChjABQ5iA4ej6A6GiUaF+b+RaAAAAAElFTkSuQmCC"}]}]}'
+    headers:
+      Accept:
+      - '*/*'
+      Content-Type:
+      - application/json
+      User-Agent:
+      - litellm/1.101.0
+    method: POST
+    uri: http://parity-provider.invalid/v1/projects/useful-shell-447307-d4/locations/global/endpoints/openapi/chat/completions
+  response:
+    body:
+      string: "[{\n  \"error\": {\n    \"code\": 404,\n    \"message\": \"Publisher
+        model `projects/257139895354/locations/global/publishers/deepseek-ai/models/invalid-ocr-model-for-parity`
+        was not found or your project does not have access to it. Ensure you are using
+        a valid model name and that the model is available in the specified region.
+        For more information, see: https://docs.cloud.google.com/gemini-enterprise-agent-platform/resources/locations.\",\n
+        \   \"status\": \"NOT_FOUND\"\n  }\n}\n]"
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"},"confidence_scores_granularity":"page"}'
+    headers:
+      Accept:
+      - '*/*'
+      Content-Type:
+      - application/json
+      User-Agent:
+      - litellm/1.101.0
+    method: POST
+    uri: http://parity-provider.invalid/v1/projects/useful-shell-447307-d4/locations/us-central1/publishers/mistralai/models/mistral-ocr-2505:rawPredict
+  response:
+    body:
+      string: '{"detail":[{"type":"missing","loc":["body","ChatCompletionRequest","messages"],"msg":"Field
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$oZ7In+\V<;2Ks'D;k&P\F4YeNj%Ad=[;?o1I3WW$eVS!mX^K$bih8,BhLDdIhe$V$?@S`fH34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
B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$oZ7In+\V<;2Ks'D;k&P\F4YeNj%Ad=[;?o1I3WW$eVS!mX^K$bih8,BhLDdIhe$V$?@S`fH34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 3.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 3.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 3.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
21 0 obj
<<
/Length 1494
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Approval Signature and Watermark) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 4 of 5) Tj T* ET
q
.827451 .827451 .827451 rg
BT /F2 54 Tf 64.8 TL ET
.906308 .422618 -0.422618 .906308 110 390 cm
BT 1 0 0 1 0 0 Tm (DRAFT) Tj T* ET
Q
0 0 0 rg
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 635 Tm (Approved by: Jordan Lee) Tj T* ET
n 45 610 m 310 610 l S
n 55 595 m 75 625 112 602 155 600 c S
BT 1 0 0 1 45 580 Tm (Signature) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 4.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 4.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 4.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 4.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 4.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 4.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 4.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 4.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
22 0 obj
<<
/Length 1327
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Appendix with Section Boundaries) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 5 of 5) Tj T* ET
BT /F2 14 Tf 16.8 TL ET
BT 1 0 0 1 45 700 Tm (1. Scope) Tj T* ET
BT 1 0 0 1 45 650 Tm (2. Findings) Tj T* ET
BT 1 0 0 1 45 600 Tm (3. Recommendations) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 5.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 5.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 5.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 5.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 5.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 5.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 5.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 5.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
xref
0 23
0000000000 65535 f 
0000000061 00000 n 
0000000102 00000 n 
0000000209 00000 n 
0000000321 00000 n 
0000000516 00000 n 
0000006322 00000 n 
0000012824 00000 n 
0000014142 00000 n 
0000014496 00000 n 
0000014664 00000 n 
0000014850 00000 n 
0000015028 00000 n 
0000015256 00000 n 
0000015452 00000 n 
0000015648 00000 n 
0000015718 00000 n 
0000016128 00000 n 
0000016215 00000 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FkPVs7P28xSTNXVyRlVlMhbVheSyRiaWg4LEJoTERkSWhlJFYkP0BTYGZIMzRXYm5dMl4hVWRCVGckR3I6Uy8uXXRhdXU/U0lvb21qKkJHOSJvPi4kSGxkMVJPJT49SiI4QG9pNS0xb15ML2xpaEFRPWgyPmtfPC1uS2thQlRnIjFyKjlzKU9VRnVmcmRyTkNII05HJDxQPy9XZmE+bzAwVWE5VWVjJ0dXcFAsMDtZbCJbIjhiMWEobiIrRmNcVG5QKj9TSW9vbiJwIyRNdFc6JlVwMGIjVUlrJTVrak9AOypjP19MbmVbNjNhYTlTbkxONURjaTxtYjgwVWE5VT8yZ0YyamxhVzUvOllLTFAuVlYsKV48Y0UyYypyWSRWJD9AXXVBa1dRIz5RUEQjKTg8cEJsQ2NoWnJdP3FoSkRUbyZUMyxEaG1OJm8vIkhwMFVhOCpGKzddXTRtRGUzLGs7YjEtSFkjcWhmKmlPSFRqSE5xdXJpZW8hXDNNNmYuRitbbmU8Il8uXSJFNG9KKjwybCxXTVpjUVEuUk51Zj1KK01gXGw/VkVDbmVbNjNha1AodDwtXFJtPzlQNGEiZiJaW1tkbEBdaFVuRWQ6K0xoMUJUZyNWcXV0LlxoUiE3K25lWzYzYWtPYUBONF4jazQmN0pZXy5dIkUqVzFXNVMoK2UtcjoxWV8tSFRLWzAyZ1o+U2owKjZeTC9saWhIR0VGbnR1LUk8I0V1YXI4bCUpa1YkOSFtJS0/SSIxamM0NEYrIiovV2dqckYmZkM7QkFmMWpQSj9vTDxdSy9qVCQlazdeSD9mM3JtbSlnVldaWmxucz0pUz84bWZINlxBSEtkX1cmI3JFY19vaylvQ2I8VFA2LlhPY15TPlc4LmJobEEiWzhbbi4pYW4qQGNqUz86WUgqRl9pSS5nJ1tAPG5vInJkY0U8JGgxV2RdTiUrSSlqJWZzSCpkSGQtI1s1PGE8J0NxOllvJyM0XHBSTzRpOyR0bC5QLTljbGRWcFY8U3FxWWwqVilTKWdiTz9FMFQqJEhsZUpdR15dcDdeVXNHNj5qNktuczpfQlxBLT5KbSwxX2EyY1g7XmJFRm05P2lPNGRuWWhQPVZtLSpcYVcnSTRkUW1OclcwIUxFWWwqVikpcy1QUi4oOF1GT0lNckpyOGwkPmlwWGt1RzRWWW8pbTZGQ2ppTWw7bikhZ3NvVmRpalgwRE5gYWE8Nz9wPkdXOVcvcXNzWWwqVilIZkZNOWFMMV0+TztrJSNyOGwmNG1JMCM8Rm5WYnEpa3NTN2ppUC10bitpPi5wU2ExI2hRP187YWgtTU1hRXA9KU5zYEZRJUVpK01dVzskJDRlbDxBOydHXDBCREtgN0dLSl9qSCMqJC5fVksqNnJwby5DcVxwciVEO0wyXEhfJj5lVCJJZ0pBKidpO0hQXm4kSDI1WElmQWdlWl1YPCRnajAmKS9Jc0xVNm9KXS5vZzpUQGJRWW8rZ28mUDVmRGolY0BHcVw6VW1tQCRFakYtJyxUIk1JVm4pWlRLNy9sYzxyUUYodEgjKiJYYzFUa01yOGwmdGtcbW9CWzxaXVJEVldqb0gyI1oyR3JQWjc0bXJCUnI7REV1YWgtaixKQG1cSm8oUDs5LGskbzIxXC1SYmIyNS1rUC5aNm5hNWlmMFErcWdCOGIrcUBTV249OD04a0NYOGIrTTRyMmI+MmsqXWosbz0nK1NablwlXFNyTGtMbnRGSyRtZF1vSE1Dc0goXGBNa0lOU2ZCT3EpPFdoLk5dcidXYS5jNj4sU0VLS1g+Tj1vYC9hbzAzcDNKZE9lUSFkJTNsKkdjZW1TMTM3NyJcdUtENHF0WDU2R3FqVGAvXEgqISluVD1yJGNqamRwVEQpT3EmP2gsOklDPzpNWWtPSjstPGZlRDxGRCxBK0dOU1J1Oj9NcmU+N2hrRSVMak1ZZTIrWEtfVWNoanU+S1QuPW5pPmJvNy1wTWAySVgyQTIhJGZmKTxRRzRnJUluYFoiOG1FMkxVVGpbUGhGZVs3QjxLMSxFPC1FaWhuP15MMjZIIjU+U29EKEBKUk8/Ml9Mcl0+X3JqS1ZDRi1IPTgxUW8xbjYoOUBHRXUham1VWFNeNS9BJSxxYi5HVXAwZGltdW84ODQnMUZZXC8+WHM/ZnNVKF5ba11lJGZjc2wvOlRoW11fOksvLHFiLHFYMEROQCddKz5CYC5gMTUncGNWJVdpcWQ/RUZJWVdrSzddM0dKTHNAYEdOZjNxV0JuVG4qYzR1J1FIM1VuLDZNMUhNXWVkRiRhbDlFdDlXbXJlPU0uV2I2PktGJjFwbXJXXFxBWVwuc1ppLDI+XXIhZlZbcWdRTCljZVknUnEwUTNkbSFjbm9jZVhzUnE3Qm9RcmRNZyxjWCEpL3E3QkwtaVZlV3FUIj9oPW5lV0VlQEYqcmlhUyFrKVxcQXUsJFtXWmA7UWInclJKaGldPk0tOWxwTXJGZzhhQSQtaFNQbCddcGVoPDhpY2hSYkY8XmppZjwxXydhRWovM2UtXGpnO0xONyhXUStyJSppV1dyZyhXQDZnJSdIKHE0NnQ1PVMqVCRWUWpKPTVxKixoJVUoZj5UODFePl9yaktbU2xsLlxHVnVaQmtfXXJLVGYoSD1fbU4kUlYvWSk9c1UvcDwwS0V0QC5LMnVfXyVNSm0oREVcSXRxVSYucmYiMF9haCFXVVx0cG5BP05rKW1EOm0wYk5qRjchO0ZccT01cSosPD0xLDhGWyJPPkhQVF08LF04SVUpMHUxUWI+SSohXER0LEVLdTxNLiwqX2dRWS4uJi5ZZW1ZalNWUVtcWmFmIUFFS0xTNWs0S2guOF5IQ1JTJkMiMCowa2E0XmpVTUU9NTUmUjdjQkhBWCUuJFdaYWYhQUU8LUU9a004Ky5cIjpQUjJpNCQrbjZ0MWVqIy0xKz5dR3Q7Vz0jOVloKityZVQjREYnTTQ6RjRHMkFFLVtJJSslRUtkbigkTGQoPjRBPXEwYD4oPWdTIl09QGhYYjU2bW9gbjhQSVRRWVlOPzlTNWxbRnAnZlVzZ1g3MCRELi5lNjtNXnJaWDJjL0lySXJGLGpaYWYhQUVGW2w1QENZV0woMEI5OkRXJTk8IS1FLyppZWo1RE5WWSVfJ2V1QG9FUShaMypyPlEkUmolNnM0YzpoLicpMD5NMnIjWyhuKk83X0VLZG9lWTVRPmFQUD1ANmA+KD1nXTRdbkQyY1xfaEhQVF08LGpwRDJeVWAlZyVkNyYjRUtkbzVwQU5uTmpJT10pXERlaVRRUTFEN0BjU1FZWmFmIUFFVyU2YF9oSDJvV0ZwNGk6I1wzXnI4bzNiKlMuUixpWy9ZLjxvVzUzZjxgIUgtPzI4XU0zaUVzY2YwaE9gOWVvP2U9T1ZvMnNMIT5hWkkiRkVRKForSUg2c1RaYWYhQW0zX0NhbW9gbjhQUC9vcHJ0Iy1rPW0jfj5lbmRzdHJlYW0KZW5kb2JqCjYgMCBvYmoKPDwKL0JpdHNQZXJDb21wb25lbnQgOCAvQ29sb3JTcGFjZSAvRGV2aWNlUkdCIC9GaWx0ZXIgWyAvQVNDSUk4NURlY29kZSAvRmxhdGVEZWNvZGUgXSAvSGVpZ2h0IDMyMCAvTGVuZ3RoIDYzMTEgL1N1YnR5cGUgL0ltYWdlIAogIC9UeXBlIC9YT2JqZWN0IC9XaWR0aCAzNjAKPj4Kc3RyZWFtCkdiIi9sOTYpO2cmT2BoPmVYVDgrZFFNWkZQbm1RMU04ai8kJDM7ODVOYzljbTkjSVk2JWc2MnBGJS5ybT9YTmoycWQyU1I5MXFvTmxnT01pJyNVYStVUiUyXWQnPzQmOkhlYVJEZDdfWi1eNWdYXERlUXFoJiRJbEJcWzY/YEdOTktQPUQnJ10oVDkzRVNHRy5VXzBEX1FAME5NZ2JyRVwvJ3JaZG9dcmluaWpSZkxEIixdbzwoRjhZTV5yWmFZMGQ+OVxTOj9tZTdXZD9EOFdiI2kibj1CKkd0WChZLi8+WTk2XkUkUyJQY19JMjVvPipvKWA2UzNxMmRTJ3AnZy8/WkwiXDlqU0AqQi1xPD04LGomRVNHSEFZUEFFQFMzJCoqWmFmIydpTFg8RGNlS1hjPmhXaDFgR05MVV1bbXElXS9qaXJaYWYjJ2lMXHE/LE0tITtmQ2A5T0VTR0c8bV1yRExXL2VMZC8/WkwiXDZjWGhNPGJQX1U8aGhWZ09uaGhZMHUtLXA0am1eNSlVcS8pbTkocWk3USt0XidGUiJNXnJaYVkuSE5eL1Q3MEoiTUUoP01WRWspK2NVLWQpaSs7Vm1eJ0ZfW2MnW21qIVQwTWoqTV90bUJhPV5bYyw0dGojUWhRaFkmWiMvP1pMIlw9cT5xNE03cig4XGROSi5ySDtEWm5yZ09EbGRna1hqPyFhZ09nSTsoQSZYJGpmQGBwYHAnaD5palJnQzhgT2dgTDQvNS1JMjVvPjJWXnU/NFBucEttTjguS2llbEtGUmswT0heYDFVVzNuVl9aPl1KVDFhaT0rNE5xZDRFM19LNiJZLi8+WS0uNyNeXiUoMV9cIillbldUSGguYG5cSC4ncUguNSpHZmRDRElbU09idD8nOFVDTzw3JyI5QU1zIjNISGE6KFdeUl5qJz8wYzArKU9sVSlALnJjTUwmTURKV2E+cD9tZUV1RWtnckEuP2xnbCNUJTlLJTRwS1dSMFIjPkk1P11kLnJaakElamRhSCE7XGhEcjZYakdNJS9EWk90OStCOnNxUmpXNDhDYlVUbmwmYjw/PypxQVFLOmhLPFNmLCVeJCc3KDFaK0Y/Uk9gQHNGLGNOPGZjMFc7IU02TClpanMzdWY3RF1yOT4vMiY/WkYmLWs6VSRDSCI0NmxqbFwuc1xGLy8mcTNPJUs+Pz5qWmllbSdJaDNgUzhqMDQqJms6PF5GbWJHTERRVCYxJ1F1S2UhTVgvUkRTcCNDc1onZlVwKWsnaTU2TE5lbzRhQTlIWCNQTUM9NTtDZyspY0VMWS4iW2IoMEI5dWpZR0taN1dhRSRxXmVuWzVLZGk8amMvLEYoMEI7W0NATSxsRiw7aWcpTGZZMU07K0VQaipmYSlQckkiQ05eJFYpMldqai5VRzIuWFJsOmhIJW1GKFMyV2hTRFVHMi5YVGY1YCwhLXRgY21FMFIhWW4qI2xcXk1NUEI3VydFaVxvcj04WVwhLkYwLkNwOic+Tz1gLDNeLVB0IzM9a0BTWEtTLiIlVU07K0M6L1dJV1tjZk8iYzRXVUszJyI5U1NnKS41Q1REUT0sRkErWjgtI1I0MU5caCs3NSRiZzA0PWxUKSciOVNTOWNBXzJUMTdcQSojWlV1TTsrRGUuPzIzVzpHNldLQXAoSyYua1YpZGlAUUhRaFBabydUJ0g+dEZhZFk6YklMVXQtWkFicVJRQipoJkpfY29mXTNNOUpsMmooNGVncmVOZ1tObDspbWshXE9UV1NvJyk7cmlpO29xUE9qWzRcT281VTVrWDtsXDxoNlotYFhXJCV1Myo4bEBXdShPL1RRMmRPPUpSNmZYMChvWEs4Kiw5QUpfKW1lNl41PjlwWXEjM0loXDtsN2lOUFtrREFEWykqcXJkZ29vZFwvO0ZOU0FlUE47WkVidVtFTUhVUGgxOHUjKmU0LjdHYDJgRmtbamEiaSQwJEJjLGIuRU5YPmZKdXJadFBkUTZ1MDpgXk5jXFZfbD1iYVhpYVgtSV09P2ZIPkZgP2FgSCxzRFlYakRtT0leTzouKDYrclAxISw3RmB1NGBCPD1WOGIuPm1RNEtidV5Ga3U8Ij5pXiwuQ1hbVTxRSz09NEBjLzxucDVTVjlqVmk+UGU9OFYtSFlUS3FhUVhaaV1cRT1JVEtpRzFlRCJERF8uamkyUXNXOjosdFYoalJyMiM+b2cucGFnbGA0RUpQc2BsZz40VzNhaFItRV00SjNoS1ZKUWpQQj1GbjorXU4jQWReQVk0NGQ9TkBDO0FuIilJbXM4LnM/QC5QIk9tNy9VRDlbUCwyXCVPTm85OkRwSVw0X1VVbzo7VUludCgpOXBmRUhNImUxajldNlxZa2BZOy4xcFdzbEpJVi9FZ2ZYcz8lTkRsJCJWSikuKjAmQEhFZl1RJkhqc0IhU3JLXGpNOVtQLDJddD8pdGFVXUpIYy0qb1lQSyoqRT02LlVvUE42bFlgcGVjQEkyNF9aRHNtN0o8bU1SRURhJ1U4WUhLbT41PG8mTWZZITNTTFhJI2ciKjM2MjFlRCJ0RFtcbCQ+LU46YUVtTFI6NEJePUxha1REQ3BxJkddQ1xYbFFsOU5QSVAzWDxPaU5aa1NQckhqckhOUTIoaSh0Ry1IMkRTZU46SD0wIVY9R1EjaShVdSloLl9HZ0RdZkhXLW5JcURiU1AoSCkmJi1yLltPXF8iS2RfZ2NJMC05W1AsMic+LSd0T3QoVWlwPVssJ0g3aiwwZDNPIVldSjk+VSZwOyJgZnMuRVZHISYwR11FbTpfaFk9XSYwNmw4NzJzQFNMS2YzKWpSJWQxQ0FwUnReRDk7J25tQl1HU1tvX0ZSVS5PbyZIWGxpKVJIZj1pbzZEVz08bzA0PDhiMiJqQSwpVS9sQEE4Q0ZBJTY3Q2pobkw4Yi8wbGo3My0zT1cqbGZVbydeVGlsVzM9MWVIT2pEajcxJlthM10+T2JVTjJMKmsjSGxdJDo3XyJOJldONyplSGRhMDdiYklvVnVgMk5qSWNgOHA/Zy01VzxeJmlSaU1DLUgnaS9KbStMUHNYRVY2W1InaEZMLCJqOT4obiYvOVxNbUJhS2wpQzk7SVVJayU5R1tuZzhWby81XT1LPSQ6MmoyUTZIKGhsKmA7KzlOW2ExOG5rYCEwOk80Ty5HclZfYGhCYDkoIiguKGY9JjZkKFIyKEFtYCJEPDotS0RaRmptJlApKTVWPl8qX1dfMGkmX0lvQUY0bGZEcWcpWy5uJj8lPlYxJTNZNU9FdT4/OUErZzUhLEsxbnEpM3VcOktocV89Zmw7XEBkcl8tSFYyN05TdHFlRzZRYWFUWkhbbjE3QktXKCNCZEYiNXQ6KWpiPEInXUoyaj1qTHJNT19rISVsaEIlZzJuWSsvaVlJbFNZUE45RXUpdDNMLFpwISYqXTsxQTEuclMsLyxeSFRiYGMrVEUqUSVPRzBOViJVSCIyXllhYTlkQUw6YiRGU2cxJmlUIXEiWFVYOj80MEQzPihBIVZORXAzQFM7ViElOzwxN0JLV14ic1VvRDdXclk1KTJiSjRnMkxRNz9jZkdnKUlyc0lHUVlXVDsvN0FTbGFkOVUuT3E0bVokMDg1Tzk4Y2NPJiQ9Y1JXcC1kM051VkdbbjgqR008PmRGK1EsZXFPR0kqYi5FM09ha09dUG4kYCkoRitjYFQ4XSpdcF1KMmo9alIpI2ZpR08tRkgoUW1oaVNKM21AdTtWVGdXVVZTJTFndWRkY1kuVFxHJy5fUiVkMUNwQEg6Q2NgY1YpbWRrTm4mXmtYZVpiLyJdUE42VEZOVCU8ZW1PP2slakdkXCw4YCRXLCkiLCUpKk9YWGAyajJRNkdvTSo/XEc5WlhQXSZoRDg0SmcobUhvbmxybVBhO19KX08sN1BeRFhEZ1FFODkrY1QrJloiQ0JCNmUhRS1IU3A/TkZAcFlNW1VkPXBISGI+O2AlJ1AqY0RJbjZxInFUTDNvUVNOQEM7QTA5bkpORT8qRyVeSD5YO21YOkJbVkopLipDdTRxQnInUXMjKShmMidHZVNxTiFSRmooNWlEQS03WUVnXWRKdURlX2pIaFMuclVZbj5DKzFnKkhsLHNUJ29TISljSlJiPzxWN1VVTVlaQUlLTXBubzkpJjBCVGckUGhLVGpgVCVFc0VTQGczcURiU1AoSDAoI283U0RnPTpJNCp1L3BVcmEtSFJjVl1TbFNHcCQwa3Vqa1ZHNEB1O1ZULnJUZiszWGU0TlohaU9qbzU5ZiowaCU7ZVByQ21eaDVIOCZZKlFeVDc/Y2V0Mmw6bEhWMUcuXFdTJGNaVExuXnMpalxSI2RLJVUvMDZxJmItSFJjVihmUD5saiwxTGhPdUZxKlhmcCw6PSc8NTNdT2Q8c29ldUNXRio9W143NlcyYWBtNydwP2QkME43bigxMnIqJT10TkpsbC5Dcyg8KiVEQ1pvZCRFTzYycGBncWpVRmxERipmJW1bP25OXDc/Y2V0Mmw6aytlLGMlX1dTJGNaVExuXnMpa1kjb1c8NHNGQzw3RG4xZUQjIWokVjcnbjMobW9rMXFHMkB1O1ZULnJXKFlxKVMtNWNfS1VYLnNZV14tSFJjViRvOycyMDc9MFdtcmxlbDtgJSdQSCIwVmdYLlJBUUhXJ0ZTJ01YYVdmYyw5Vi5dMy5eSUtNcG5vOSkmMEJUZyQ4aEplVXNdLCYoXEghWmhVUDtmQFBQLls9QUUwU0FTMCJrMGdnQSlmMGAmcUNQVVJeKWIpdCkuIWY7UEIoZCpEQT4sTi9DPylbUDUyaE08az9yUURtYz00THIvQHU7VlQ5QkQvJzkrQF4tR3A9MiRQKmEzLlJGYDxIKlYpWlRSTnNQQzJ0QVVXTGNYVVZBMkhtN3A+LjNGa0NCMzhHcD0yJFAuLm5aJERkZC8hSTVuLTlwMnVqMnAxUz9fRF5KN0EySG03WTIwL0A3ZXBaV05GWGs7aE5tI2M/SUphOD0vZVJEODRKZyhtSDRxOjFvZ0RCWTc+aCYpLDY6J1I1XilRLi11I1wzb2w5MjFlSFAhaFFVNlZLS2ElSzZmKEAnUE47LGklSyJsXk8/VFNBNmYoQCdQTjZUPSVEK0hpcVJqMVBLS11xQFNBVkpPXTdEPE5IYjI0O0RdX3JOJ0BcMUQsYm1zJT9MPGAzSFxeMjhCUV9COGFfNmpNcE5nPzxcY01MYjwjdE8hMTdCS1dWO0JrPUJHXj9wVj0haEMxN0JLV05TWlkqQF4oOEViYSJBbmhPKCQvbm06TD1fb2k1PEI6IV9mSDAoIzdSTyU+amhKZGBOIThELjViaWg1RG1IcmFvI0dGYFtoVm50XEJkIS4xLC02LHRIIjJeWWFhOF8jQC4tcmg/SDouWDdQXkRYMD45QGJWMUlGYlRdI0IxMTdCSUFcMlBDZSFUKiJRcHNUX28pdTQwTFlMM0M9XStBOFVQTTFgPiNNTEVMPiRZLidKb2InKyguXkMqOkkzMTw4aychRlJRckhYVCcuO29Ncl9FYmF1dDZOWWYmXFNVOysoXVFKMVBdRGROPEQ+aSJRVjFlRCIlRGFbNSNcXi85IUQzO0puTiRjWilqLEYxVStTWFBxOTkjKW5QMGtQIzYraT0pJUhLXStRK15KbzdQXkRYMDdsLSdNdWhldWVNPS1saEZMLCJqPVUqcVZET0QzXU48U01hVyY/OFAuXDNaODxzSSNUPTwiQk5aXSo1VDhkTkldUzU0YFFOaEsmOldmRGwrOnFQRi9TTDxbLS9MPT5Sb0F1P1x0cVwsW1FbTDcsXkshcDsoKW43NStibkNBKiZcIVJOdWdXMmVvMT9naDJ0MkRRZ10tNz9jZldvTD9BSk9TZUJFVGhVaDNWSikuKkMjMTZzIydjYVwubyUsVWBZOy4xMm9jaltkUW02LEhVW1IzaE8oJC9uZzhTYDdpS0hzTltYWUliOFhBOjhgIi0hNVkyJ2djVSRbSUlzR09dLUhSNGklRWhbLkAsPz87N3MybGw7YCUpJitFJipuIUxVPkJmNV9qWGEsNjlkaEMuUSklJSg8PUo5ZWJJPy46JDk5W1AsMmg3WzZlOlk8PT5cYGA3PjJsOjhPXVk8NyxPIVNXIWhWOkpAYTtcJjc4Uj1vKi8uRWtAPzNdaSszb2w4TFJPIyknMmNgRVwyRDVBXDpFQiNHJ01YYkJgPl1hYCNiLjA5XTVfVFZgWTsuMXBXc2w2Y2NgUDxXT1QhQS1aO10rLF5FMXVZcTZGR11QUUIiNmUocCxkM08iSF1sPjUqakxnLk5xYmJLVDtgJSkmNGA7PDQiJCYiXmY2RXRaYFk7LjFHSmJBVGBXND1YYk0+LWtIL2ZXNlAxU00vXCojKCNhcj8rTFAuXE5jQlRROyNIL2YkJVAxUykjNG49TC1HVD9RY0dvYjlYSCtnbDwtRWpxLzkmQTJmUE42bGFJNyRHKmY/SkBuUk8lPzdEWVtEN25FWmZvOi1iJChyUDEhLDhDXTs3YEI8PVY4YjBVVVFCLmQqWG9iNlk5SmwsZCslIk07PEJbY29RKWY8MTw7MEdkbjdwSyklPk5Ic1YkWnQxOD1uIz1cWCNIUzNvcSojXS5BJE8uSVJuPCxdQU1yYjRDTDs9Uz9CbipkUi1kUC5XKmhXNkhpcTksWjotLUVlIlVQLipndEttQ1hbWEsoNFttLjgtVU5QXCYkSCZpNkFCXjFbPFU5IiF0XUE9Yy0vcmkhUk5SMC4+a2hjJmlPQlhuR1s9KkswXVJiJT9tSShXMVFbLGEqZiYiMmYpSi1FS0tcWi5fT3VNLyg3aUZDNWBAXiciTmdbUT0+PldhPWE9RC1PW3JDIVwlRUNmITdXX3NWYklMVXQtWj03W29fPW06J2MyTy1VKDJJZFYyV2k5UD8yIUdEUik9YU5Vc0ZxPW51PFpnUmFuNiVYSSo9Ti8qKkA9NXBbT1ZQdXI+ZldNKDY4cyRScltsbFo/KlYuM1ZYaEtiMlI0RTozRXRkRHBhcjs7LUVAdCgvLSNTJ0lab1s5LWVfMyhzWygtZ1k0Wj89XG8jPVJFKnNDTSxNOytVQFZbZSFpPzcvNm4zRVAycUUkTmpVRF0lZkVxOGRWJ0RMOE91M29nYENTW1RWZVkvRzInb2k2ZFtFUywsPF9zdW5eaCJGdUNGaVlMTElDP1ddTVJhQS80bm5ZNyM5UzIvcHFEWyNBWmlzZ2NaTCtBR3BCSyQjXm1JaWd0K1MvRGc+aWZYKGdhZFA/MiFVbVwpXSZOUmBKKVQ1U2dYRUxGQWxkazVSS1puX0UpYD4oPWZdL1Q/UGBhSnR1YzwiN2pLPURrYTA1anRoRnNyP2U1KVVxb1YsbGJkaEZOX3RAQHRMUmYydFpeSl9WMilkTz1JZ1xEbDVjSU49ZmhPWD8oKTUpVXJaO0FoK2tYWitbZSZUa2JITUFzTEFXMiYsZS0tUC1cL001OEU0N1swZCteLyc4VjQ3JWhlLVtjWnFndUw3Qm9iXU5EYUFIOTZjQmQhSlFtQTc1IipcKWVPbms5NF1nWE9rRV1KSWY+bjdAS1tkXXU5JjAsRktNMXFuMS5nP3JGIVleTjAlPG4kOXB1WGJCQHUnXi0jUyZeSmldWHRRM1ZkSGdPPzxEQWArY0YuVnAhaT8hKjkjJyI6JDVuOiZAPFNWSCxhP1pGJG9pYDwkJywtVSwoTXNZbzInZlVxUVUoNnExRyVuMU9ZSU5RckVWJihQcVc5WydeViVuUE1WRilaWDpFOmBwNzNIIz1eNXM5RUFRLyhRJDZyWytGUCMsZ2gsPXVGaCRMPGgndTBsYD4saigyYUpKSUdySVg8ZW45IUFEOHFROWEnbWk8bS9jb2A+XUg2UTZlL0g0cForbVFaZDdXZ2dQZClMTmtOKVxZP3RdNy8/Wk0tXDNZJSoydEVSLyJNKWs8TVZGKC9Ub1JbOS9wZFRlWmFmIVFqMTs6JC5CYU8rXlgobnNnUGtJISVTKEVDNSlVcS81SGFHc3JGcmUtcUNKZVpjKyNCTWZ0bjJFV0goWShgPixqImZCWDE1cEBpSnJqMk85QC5ySTAyaVAjNislP2VgLUkyNW8+QiYmUlhyZi5wRk5JMU9SWS4yYGRnWGdobyVAK3JgSTI1bz5CJigpQ3JsUFstN1k8bV8uckkwMkwsc2QnJztYJEtjZjBpOk8xVE4uSXJdVitkQUc3TE1WRikqMm8lQDI5Y0JUIS8/Wk0tXDQuIVZlYnIuakhoOkhHRUxVciIyVFY0U15IUlErRERTRmEkZCRoMWZrNTxERDhvIy43YjloXi5ySS1xTlxQa1M9XjVzOUVMM0trVjU6I2JwJkZdYk0jUkpsM1NKSH4+ZW5kc3RyZWFtCmVuZG9iago3IDAgb2JqCjw8Ci9CaXRzUGVyQ29tcG9uZW50IDggL0NvbG9yU3BhY2UgL0RldmljZVJHQiAvRmlsdGVyIFsgL0FTQ0lJODVEZWNvZGUgL0ZsYXRlRGVjb2RlIF0gL0hlaWdodCAxMjAgL0xlbmd0aCAxMTI3IC9TdWJ0eXBlIC9JbWFnZSAKICAvVHlwZSAvWE9iamVjdCAvV2lkdGggMTIwCj4+CnN0cmVhbQpHYiIwUzk5LE4tJi1VQFxFIXAkZ3BWMjVzMGFrMXRuNyYxL2xDZkBjJmMmSVdZbGw5QUpWaz88RT8nSVdzI003Qj9BUzlPSD9qJUZDcWg3OmhvRkArSiVYZ2xMUk9Cay5uPTJNJXNITUo7bFFaVWdRNl4xLEZvb0BIMUJEVVM6dUdyIkIsaFBRS1ojJixIMyVOJGYwKz1ARlNlV2peTi89MSI4Ikw8RTs+KiIvbEdhQ1IkTW5nIW5pSyU2Z0QpV1JTJkBEKSsmXDRSMForQXM8KnMmcDcsY08yYlpeSz1baGFkbTktKVZmKFxhKEQsXzxXSSRXbUFzX1peVz5kam1WSDJlZjZnSGhPP2BpOExnVlRBYDxON1o7STIiLm1QPFNzIVguMiYpNDJbMypjSFwyMVNKZktpQjI+QTBjNlFxdVphajE0Qi0rQTlmaUc7TDFETGVlQ2FgSDJSPm0vR2VsRkJhKi5TSD5RNSZiMz9scSxnRFdyXTBPbD1UTFcuPzkoazhEY08mPF8qWUM6RkpvXE0jZ20sMkpZRDw1RDJrbXJLcj1fOU9kYmwiKEBZO1hLQFMpUHJsVlFNKEQ7XSo8MWYjQHUlXFR1Mi9wQ2wrPScxMy0xaTwwRl5UTEgxLGUkV0A2ayM+aVY0NU1LPkhGN1BGPW84XCNBOyttIVBGLCFVJE9WYCwqaTFRMUhZKCFpYGB1LjJxXVlpYVM6MjlVNGdZIzkmXG5YPV1XM3RmLEIqNF5gclNQbihDPjEpQVNbSHJPalIlbyZJTjNNbXFsKG1aREooPylFN2pSRVRwPzUkU14jWmFAQ05RUEgsJVtQSXI9NUg2QyckOkIqZSZRZTk0OyloY2pyMSdzZD4hbTxtcUYjO2Y3cUIsZEU4cjlcO2MxTC4+WUQ5MUZIKE8sUXFYNyEzdFpRRT1GXXJYIXM9XC02JzFEWCteXW9GbE49XGNZZDFDbVc4czF1dXNBNiRjT2s4N19pRmcqWjM0Y1hmdUYzYSplPzo+Jkw7TTJJRDlOUyxgYmwvVGQtXlFFS21NcGFeVGhoaDQoaWpyIW9fNW9NZEU9UEBXdTxrNTM/PitCMjtDM19XJFhDUTM/PiJLMjorQFNWKHNwTj1dTGpjczNdbDIjTkJ0JCdQRDo1O1UuI0hyY25yIVgjVURdNDZPJCUvKlAzU3A8NzspPG4hSS9ENF0/WFdON246Zyw/LkA5UCVpTFs6KkJrTlQvNGxDQC9acSFxaSxDZT5kZGtkNExsbmUxJl9RTV9mPjtQbDdWRTFNWldKbXInamxMcW1MUSo0X2lOaHItYmNKX1xjLldIIitwNkxPMSsxJjcnVzZaMjotUUZZNTksJ1M3PnE+QUhKLDdlYE8uKSJeSCtPPiNYPitLX0VPTjA+XWAqVHVfYUhOLlVEVnIhZWFNWE8lZUZDV09TMGNcVGE8UjdIZS9kXkhiVW5OMmZcJk9HSUdWb3QsMDhmODA8K3NSSzJtXkZ+PmVuZHN0cmVhbQplbmRvYmoKOCAwIG9iago8PAovQ29udGVudHMgMTkgMCBSIC9NZWRpYUJveCBbIDAgMCA2MTIgNzkyIF0gL1BhcmVudCAxNyAwIFIgL1Jlc291cmNlcyA8PAovRm9udCAxIDAgUiAvUHJvY1NldCBbIC9QREYgL1RleHQgL0ltYWdlQiAvSW1hZ2VDIC9JbWFnZUkgXSAvWE9iamVjdCA8PAovRm9ybVhvYi4yYTg4YWM2NzEyYzljYTcyN2U0YWQ4ZjI1YmNiZGFlMiA3IDAgUiAvRm9ybVhvYi42YmU0MGVlYWFmMGQ4MWQxODc1MGRjMGE3ZjlkYzIxMyA1IDAgUiAvRm9ybVhvYi5lNWMzMTQ3ZDE4Zjk4NjdhNGYxMDhkM2E1NWEyNDhiNCA2IDAgUgo+Pgo+PiAvUm90YXRlIDAgL1RyYW5zIDw8Cgo+PiAKICAvVHlwZSAvUGFnZQo+PgplbmRvYmoKOSAwIG9iago8PAovQSA8PAovUyAvVVJJIC9UeXBlIC9BY3Rpb24gL1VSSSAoaHR0cHM6Ly9leGFtcGxlLmNvbS9pbnZvaWNlcy9JTlYtMjA0OCkKPj4gL0JvcmRlciBbIDAgMCAwIF0gL1JlY3QgWyA0NSA1NzUgMzAwIDU5MCBdIC9TdWJ0eXBlIC9MaW5rIC9UeXBlIC9Bbm5vdAo+PgplbmRvYmoKMTAgMCBvYmoKPDwKL0MgWyAuODMgLjg5IC45NSBdIC9Db250ZW50cyAoVG90YWwgaGlnaGxpZ2h0ZWQgZm9yIHJldmlldykgL1F1YWRQb2ludHMgWyA0MCA1NzkgNTQwIDU3OSA0MCA1NTUgNTQwIDU1NSBdIC9SZWN0IFsgNDAgNTU1IDU0MCA1NzkgXSAvU3VidHlwZSAvSGlnaGxpZ2h0IC9UeXBlIC9Bbm5vdAo+PgplbmRvYmoKMTEgMCBvYmoKPDwKL0MgWyAwIDAgMCBdIC9Db250ZW50cyAoVmVyaWZ5IHRoZSBoaWdobGlnaHRlZCB0b3RhbCkgL1F1YWRQb2ludHMgWyA1MjAgNTI1IDU0MCA1MjUgNTIwIDU0NSA1NDAgNTQ1IF0gL1JlY3QgWyA1MjAgNTI1IDU0MCA1NDUgXSAvU3VidHlwZSAvVGV4dCAvVHlwZSAvQW5ub3QKPj4KZW5kb2JqCjEyIDAgb2JqCjw8Ci9Bbm5vdHMgWyA5IDAgUiAxMCAwIFIgMTEgMCBSIF0gL0NvbnRlbnRzIDIwIDAgUiAvTWVkaWFCb3ggWyAwIDAgNjEyIDc5MiBdIC9QYXJlbnQgMTcgMCBSIC9SZXNvdXJjZXMgPDwKL0ZvbnQgMSAwIFIgL1Byb2NTZXQgWyAvUERGIC9UZXh0IC9JbWFnZUIgL0ltYWdlQyAvSW1hZ2VJIF0KPj4gL1JvdGF0ZSAwIAogIC9UcmFucyA8PAoKPj4gL1R5cGUgL1BhZ2UKPj4KZW5kb2JqCjEzIDAgb2JqCjw8Ci9Db250ZW50cyAyMSAwIFIgL01lZGlhQm94IFsgMCAwIDYxMiA3OTIgXSAvUGFyZW50IDE3IDAgUiAvUmVzb3VyY2VzIDw8Ci9Gb250IDEgMCBSIC9Qcm9jU2V0IFsgL1BERiAvVGV4dCAvSW1hZ2VCIC9JbWFnZUMgL0ltYWdlSSBdCj4+IC9Sb3RhdGUgMCAvVHJhbnMgPDwKCj4+IAogIC9UeXBlIC9QYWdlCj4+CmVuZG9iagoxNCAwIG9iago8PAovQ29udGVudHMgMjIgMCBSIC9NZWRpYUJveCBbIDAgMCA2MTIgNzkyIF0gL1BhcmVudCAxNyAwIFIgL1Jlc291cmNlcyA8PAovRm9udCAxIDAgUiAvUHJvY1NldCBbIC9QREYgL1RleHQgL0ltYWdlQiAvSW1hZ2VDIC9JbWFnZUkgXQo+PiAvUm90YXRlIDAgL1RyYW5zIDw8Cgo+PiAKICAvVHlwZSAvUGFnZQo+PgplbmRvYmoKMTUgMCBvYmoKPDwKL1BhZ2VNb2RlIC9Vc2VOb25lIC9QYWdlcyAxNyAwIFIgL1R5cGUgL0NhdGFsb2cKPj4KZW5kb2JqCjE2IDAgb2JqCjw8Ci9BdXRob3IgKExpdGVMTE0gcGFyaXR5IGZpeHR1cmUgZ2VuZXJhdG9yKSAvQ3JlYXRpb25EYXRlIChEOjIwMDAwMTAxMDAwMDAwKzAwJzAwJykgL0NyZWF0b3IgKGFub255bW91cykgL0tleXdvcmRzIChkb2N1bWVudCwgaW52b2ljZSwgdGFibGUsIGZpZ3VyZSwgYW5ub3RhdGlvbikgL01vZERhdGUgKEQ6MjAwMDAxMDEwMDAwMDArMDAnMDAnKSAvUHJvZHVjZXIgKFJlcG9ydExhYiBQREYgTGlicmFyeSAtIFwob3BlbnNvdXJjZVwpKSAKICAvU3ViamVjdCAoU2VtYW50aWMgZG9jdW1lbnQgY292ZXJhZ2UgZm9yIHRhYmxlcywgZmlndXJlcywgYW5ub3RhdGlvbnMsIGFuZCBtZXRhZGF0YSkgL1RpdGxlIChRdWFydGVybHkgT3BlcmF0aW9ucyBSZXBvcnQpIC9UcmFwcGVkIC9GYWxzZQo+PgplbmRvYmoKMTcgMCBvYmoKPDwKL0NvdW50IDUgL0tpZHMgWyA0IDAgUiA4IDAgUiAxMiAwIFIgMTMgMCBSIDE0IDAgUiBdIC9UeXBlIC9QYWdlcwo+PgplbmRvYmoKMTggMCBvYmoKPDwKL0xlbmd0aCAyMjg1Cj4+CnN0cmVhbQoxIDAgMCAxIDAgMCBjbSAgQlQgL0YxIDEyIFRmIDE0LjQgVEwgRVQKMCAwIDAgcmcKQlQgL0YxIDExIFRmIDEzLjIgVEwgRVQKQlQgMSAwIDAgMSA0NSA3NzAgVG0gKFF1YXJ0ZXJseSBPcGVyYXRpb25zIFJlcG9ydCkgVGogVCogRVQKQlQgL0YyIDE2IFRmIDE5LjIgVEwgRVQKQlQgMSAwIDAgMSA0NSA3NDUgVG0gKEludm9pY2UgU3VtbWFyeSBhbmQgTGluZSBJdGVtcykgVGogVCogRVQKQlQgL0YxIDkgVGYgMTAuOCBUTCBFVApCVCAxIDAgMCAxIDQ1IDMwIFRtIChDb25maWRlbnRpYWwgfCBQYWdlIDEgb2YgNSkgVGogVCogRVQKbiA0NSA2MjUgbSA0NSA3MzAgbCBTCm4gMjQ1IDYyNSBtIDI0NSA3MzAgbCBTCm4gNDA1IDYyNSBtIDQwNSA3MzAgbCBTCm4gNTY1IDYyNSBtIDU2NSA3MzAgbCBTCm4gNDUgNzMwIG0gNTY1IDczMCBsIFMKbiA0NSA2OTUgbSA1NjUgNjk1IGwgUwpuIDQ1IDY2MCBtIDU2NSA2NjAgbCBTCm4gNDUgNjI1IG0gNTY1IDYyNSBsIFMKQlQgMSAwIDAgMSA1NSA3MDcgVG0gKEl0ZW0pIFRqIFQqIEVUCkJUIDEgMCAwIDEgMjU1IDcwNyBUbSAoUXVhbnRpdHkpIFRqIFQqIEVUCkJUIDEgMCAwIDEgNDE1IDcwNyBUbSAoQW1vdW50KSBUaiBUKiBFVApCVCAxIDAgMCAxIDU1IDY3MiBUbSAoRG9jdW1lbnQgYW5hbHlzaXMpIFRqIFQqIEVUCkJUIDEgMCAwIDEgMjU1IDY3MiBUbSAoMikgVGogVCogRVQKQlQgMSAwIDAgMSA0MTUgNjcyIFRtICgxMjAuMDApIFRqIFQqIEVUCkJUIDEgMCAwIDEgNTUgNjM3IFRtIChEb2N1bWVudCB2ZXJpZmljYXRpb24pIFRqIFQqIEVUCkJUIDEgMCAwIDEgMjU1IDYzNyBUbSAoMSkgVGogVCogRVQKQlQgMSAwIDAgMSA0MTUgNjM3IFRtICg4MC4wMCkgVGogVCogRVQKbiA0NSA0OTUgbSA0NSA2MDAgbCBTCm4gMjQ1IDQ5NSBtIDI0NSA2MDAgbCBTCm4gNDA1IDQ5NSBtIDQwNSA2MDAgbCBTCm4gNTY1IDQ5NSBtIDU2NSA2MDAgbCBTCm4gNDUgNjAwIG0gNTY1IDYwMCBsIFMKbiA0NSA1NjUgbSA1NjUgNTY1IGwgUwpuIDQ1IDUzMCBtIDU2NSA1MzAgbCBTCm4gNDUgNDk1IG0gNTY1IDQ5NSBsIFMKQlQgMSAwIDAgMSA1NSA1NzcgVG0gKEl0ZW0gY29udGludWVkKSBUaiBUKiBFVApCVCAxIDAgMCAxIDI1NSA1NzcgVG0gKFF1YW50aXR5KSBUaiBUKiBFVApCVCAxIDAgMCAxIDQxNSA1NzcgVG0gKEFtb3VudCkgVGogVCogRVQKQlQgMSAwIDAgMSA1NSA1NDIgVG0gKEZpeHR1cmUgdmFsaWRhdGlvbikgVGogVCogRVQKQlQgMSAwIDAgMSAyNTUgNTQyIFRtICgzKSBUaiBUKiBFVApCVCAxIDAgMCAxIDQxNSA1NDIgVG0gKDQ1LjAwKSBUaiBUKiBFVApCVCAxIDAgMCAxIDU1IDUwNyBUbSAoUHJvdmlkZXIgcmV2aWV3KSBUaiBUKiBFVApCVCAxIDAgMCAxIDI1NSA1MDcgVG0gKDEpIFRqIFQqIEVUCkJUIDEgMCAwIDEgNDE1IDUwNyBUbSAoMjUuMDApIFRqIFQqIEVUCkJUIC9GMSAxMCBUZiAxMiBUTCBFVApCVCAxIDAgMCAxIDQ1IDQ3MiBUbSAoU2VjdGlvbiAxLjE6IEludm9pY2UgdG90YWxzLCByZWdpb25hbCByZXZlbnVlLCBhbmQgcmVjb25jaWxpYXRpb24gbm90ZXMuKSBUaiBUKiBFVApCVCAxIDAgMCAxIDQ1IDQ0NCBUbSAoU2VjdGlvbiAxLjI6IEludm9pY2UgdG90YWxzLCByZWdpb25hbCByZXZlbnVlLCBhbmQgcmVjb25jaWxpYXRpb24gbm90ZXMuKSBUaiBUKiBFVApCVCAxIDAgMCAxIDQ1IDQxNiBUbSAoU2VjdGlvbiAxLjM6IEludm9pY2UgdG90YWxzLCByZWdpb25hbCByZXZlbnVlLCBhbmQgcmVjb25jaWxpYXRpb24gbm90ZXMuKSBUaiBUKiBFVApCVCAxIDAgMCAxIDQ1IDM4OCBUbSAoU2VjdGlvbiAxLjQ6IEludm9pY2UgdG90YWxzLCByZWdpb25hbCByZXZlbnVlLCBhbmQgcmVjb25jaWxpYXRpb24gbm90ZXMuKSBUaiBUKiBFVApCVCAxIDAgMCAxIDQ1IDM2MCBUbSAoU2VjdGlvbiAxLjU6IEludm9pY2UgdG90YWxzLCByZWdpb25hbCByZXZlbnVlLCBhbmQgcmVjb25jaWxpYXRpb24gbm90ZXMuKSBUaiBUKiBFVApCVCAxIDAgMCAxIDQ1IDMzMiBUbSAoU2VjdGlvbiAxLjY6IEludm9pY2UgdG90YWxzLCByZWdpb25hbCByZXZlbnVlLCBhbmQgcmVjb25jaWxpYXRpb24gbm90ZXMuKSBUaiBUKiBFVApCVCAxIDAgMCAxIDQ1IDMwNCBUbSAoU2VjdGlvbiAxLjc6IEludm9pY2UgdG90YWxzLCByZWdpb25hbCByZXZlbnVlLCBhbmQgcmVjb25jaWxpYXRpb24gbm90ZXMuKSBUaiBUKiBFVApCVCAxIDAgMCAxIDQ1IDI3NiBUbSAoU2VjdGlvbiAxLjg6IEludm9pY2UgdG90YWxzLCByZWdpb25hbCByZXZlbnVlLCBhbmQgcmVjb25jaWxpYXRpb24gbm90ZXMuKSBUaiBUKiBFVAogCmVuZHN0cmVhbQplbmRvYmoKMTkgMCBvYmoKPDwKL0xlbmd0aCAxNzIzCj4+CnN0cmVhbQoxIDAgMCAxIDAgMCBjbSAgQlQgL0YxIDEyIFRmIDE0LjQgVEwgRVQKMCAwIDAgcmcKQlQgL0YxIDExIFRmIDEzLjIgVEwgRVQKQlQgMSAwIDAgMSA0NSA3NzAgVG0gKFF1YXJ0ZXJseSBPcGVyYXRpb25zIFJlcG9ydCkgVGogVCogRVQKQlQgL0YyIDE2IFRmIDE5LjIgVEwgRVQKQlQgMSAwIDAgMSA0NSA3NDUgVG0gKFJldmVudWUgQ2hhcnQgYW5kIEZvcm11bGEgUmV2aWV3KSBUaiBUKiBFVApCVCAvRjEgOSBUZiAxMC44IFRMIEVUCkJUIDEgMCAwIDEgNDUgMzAgVG0gKENvbmZpZGVudGlhbCB8IFBhZ2UgMiBvZiA1KSBUaiBUKiBFVAouMiAuNDUwOTggLjg1MDk4IHJnCm4gNzAgNjEwIDY1IDcwIHJlIGYqCm4gMTcwIDYxMCA2NSAxMTUgcmUgZioKbiAyNzAgNjEwIDY1IDkwIHJlIGYqCm4gMzcwIDYxMCA2NSAxMzAgcmUgZioKMCAwIDAgcmcKQlQgMSAwIDAgMSA5MCA1OTAgVG0gKFExKSBUaiBUKiBFVApCVCAxIDAgMCAxIDE5MCA1OTAgVG0gKFEyKSBUaiBUKiBFVApCVCAxIDAgMCAxIDI5MCA1OTAgVG0gKFEzKSBUaiBUKiBFVApCVCAxIDAgMCAxIDM5MCA1OTAgVG0gKFE0KSBUaiBUKiBFVApCVCAxIDAgMCAxIDQ1IDU1MCBUbSAoRm9ybXVsYTogZ3Jvc3MgbWFyZ2luID0gXChyZXZlbnVlIC0gY29zdFwpIC8gcmV2ZW51ZSkgVGogVCogRVQKcQo3MCAwIDAgNzAgNDU1IDY1NSBjbQovRm9ybVhvYi42YmU0MGVlYWFmMGQ4MWQxODc1MGRjMGE3ZjlkYzIxMyBEbwpRCnEKNzAgMCAwIDYyIDQ1NSA1NjUgY20KL0Zvcm1Yb2IuZTVjMzE0N2QxOGY5ODY3YTRmMTA4ZDNhNTVhMjQ4YjQgRG8KUQpxCjQ1IDAgMCA0NSA0NTUgNTAwIGNtCi9Gb3JtWG9iLjJhODhhYzY3MTJjOWNhNzI3ZTRhZDhmMjViY2JkYWUyIERvClEKQlQgL0YxIDEwIFRmIDEyIFRMIEVUCkJUIDEgMCAwIDEgNDUgNDcyIFRtIChTZWN0aW9uIDIuMTogSW52b2ljZSB0b3RhbHMsIHJlZ2lvbmFsIHJldmVudWUsIGFuZCByZWNvbmNpbGlhdGlvbiBub3Rlcy4pIFRqIFQqIEVUCkJUIDEgMCAwIDEgNDUgNDQ0IFRtIChTZWN0aW9uIDIuMjogSW52b2ljZSB0b3RhbHMsIHJlZ2lvbmFsIHJldmVudWUsIGFuZCByZWNvbmNpbGlhdGlvbiBub3Rlcy4pIFRqIFQqIEVUCkJUIDEgMCAwIDEgNDUgNDE2IFRtIChTZWN0aW9uIDIuMzogSW52b2ljZSB0b3RhbHMsIHJlZ2lvbmFsIHJldmVudWUsIGFuZCByZWNvbmNpbGlhdGlvbiBub3Rlcy4pIFRqIFQqIEVUCkJUIDEgMCAwIDEgNDUgMzg4IFRtIChTZWN0aW9uIDIuNDogSW52b2ljZSB0b3RhbHMsIHJlZ2lvbmFsIHJldmVudWUsIGFuZCByZWNvbmNpbGlhdGlvbiBub3Rlcy4pIFRqIFQqIEVUCkJUIDEgMCAwIDEgNDUgMzYwIFRtIChTZWN0aW9uIDIuNTogSW52b2ljZSB0b3RhbHMsIHJlZ2lvbmFsIHJldmVudWUsIGFuZCByZWNvbmNpbGlhdGlvbiBub3Rlcy4pIFRqIFQqIEVUCkJUIDEgMCAwIDEgNDUgMzMyIFRtIChTZWN0aW9uIDIuNjogSW52b2ljZSB0b3RhbHMsIHJlZ2lvbmFsIHJldmVudWUsIGFuZCByZWNvbmNpbGlhdGlvbiBub3Rlcy4pIFRqIFQqIEVUCkJUIDEgMCAwIDEgNDUgMzA0IFRtIChTZWN0aW9uIDIuNzogSW52b2ljZSB0b3RhbHMsIHJlZ2lvbmFsIHJldmVudWUsIGFuZCByZWNvbmNpbGlhdGlvbiBub3Rlcy4pIFRqIFQqIEVUCkJUIDEgMCAwIDEgNDUgMjc2IFRtIChTZWN0aW9uIDIuODogSW52b2ljZSB0b3RhbHMsIHJlZ2lvbmFsIHJldmVudWUsIGFuZCByZWNvbmNpbGlhdGlvbiBub3Rlcy4pIFRqIFQqIEVUCiAKZW5kc3RyZWFtCmVuZG9iagoyMCAwIG9iago8PAovTGVuZ3RoIDI0NjYKPj4Kc3RyZWFtCjEgMCAwIDEgMCAwIGNtICBCVCAvRjEgMTIgVGYgMTQuNCBUTCBFVAowIDAgMCByZwpCVCAvRjEgMTEgVGYgMTMuMiBUTCBFVApCVCAxIDAgMCAxIDQ1IDc3MCBUbSAoUXVhcnRlcmx5IE9wZXJhdGlvbnMgUmVwb3J0KSBUaiBUKiBFVApCVCAvRjIgMTYgVGYgMTkuMiBUTCBFVApCVCAxIDAgMCAxIDQ1IDc0NSBUbSAoS2V5IFZhbHVlcywgTGluaywgSGlnaGxpZ2h0LCBhbmQgQ29tbWVudCkgVGogVCogRVQKQlQgL0YxIDkgVGYgMTAuOCBUTCBFVApCVCAxIDAgMCAxIDQ1IDMwIFRtIChDb25maWRlbnRpYWwgfCBQYWdlIDMgb2YgNSkgVGogVCogRVQKQlQgL0YxIDEyIFRmIDE0LjQgVEwgRVQKQlQgMSAwIDAgMSA0NSA3MDAgVG0gKEludm9pY2UgTnVtYmVyOiBJTlYtMjA0OCkgVGogVCogRVQKQlQgMSAwIDAgMSA0NSA2NzUgVG0gKFB1cmNoYXNlIE9yZGVyOiBQTy00MDk2KSBUaiBUKiBFVAouOTQ5MDIgLjkwMTk2MSAuMzUyOTQxIHJnCm4gNDAgNTU1IDUwMCAyNCByZSBmKgowIDAgMCByZwpCVCAxIDAgMCAxIDQ1IDU2MCBUbSAoSGlnaGxpZ2h0ZWQgdG90YWwgcmVxdWlyaW5nIHJldmlldykgVGogVCogRVQKQlQgMSAwIDAgMSA0NSA1MzAgVG0gKFJldmlld2VyIGNvbW1lbnQ6IHZlcmlmeSB0aGUgaGlnaGxpZ2h0ZWQgdG90YWwgYmVmb3JlIGFwcHJvdmFsKSBUaiBUKiBFVAoxIDAgMCByZwpCVCAxIDAgMCAxIDQ1IDQ5NSBUbSAoUmV2aXNlZCB0b3RhbDogMjQ1LjAwKSBUaiBUKiBFVApuIDQ1IDUwMSBtIDE1MCA1MDEgbCBTCjAgMCAwIHJnCkJUIDEgMCAwIDEgNDUgNTc1IFRtIChodHRwczovL2V4YW1wbGUuY29tL2ludm9pY2VzL0lOVi0yMDQ4KSBUaiBUKiBFVApxCjEgMCAwIDEgOTAgMTMwIGNtCm4gMTggMCAyLjQgNzAgcmUgZioKbiAyMS42IDAgMS4yIDcwIHJlIGYqCm4gMjUuMiAwIDMuNiA3MCByZSBmKgpuIDMxLjIgMCAzLjYgNzAgcmUgZioKbiAzOC40IDAgMi40IDcwIHJlIGYqCm4gNDIgMCAxLjIgNzAgcmUgZioKbiA0NC40IDAgMi40IDcwIHJlIGYqCm4gNDkuMiAwIDIuNCA3MCByZSBmKgpuIDUyLjggMCAyLjQgNzAgcmUgZioKbiA1Ny42IDAgMy42IDcwIHJlIGYqCm4gNjIuNCAwIDIuNCA3MCByZSBmKgpuIDY2IDAgMy42IDcwIHJlIGYqCm4gNzAuOCAwIDIuNCA3MCByZSBmKgpuIDc2LjggMCAxLjIgNzAgcmUgZioKbiA4MS42IDAgMS4yIDcwIHJlIGYqCm4gODQgMCAzLjYgNzAgcmUgZioKbiA4OC44IDAgMi40IDcwIHJlIGYqCm4gOTIuNCAwIDMuNiA3MCByZSBmKgpuIDk3LjIgMCAxLjIgNzAgcmUgZioKbiA5OS42IDAgMy42IDcwIHJlIGYqCm4gMTA0LjQgMCAyLjQgNzAgcmUgZioKbiAxMTAuNCAwIDEuMiA3MCByZSBmKgpuIDExMi44IDAgNC44IDcwIHJlIGYqCm4gMTE4LjggMCAzLjYgNzAgcmUgZioKbiAxMjMuNiAwIDMuNiA3MCByZSBmKgpuIDEyOC40IDAgMi40IDcwIHJlIGYqCm4gMTMyIDAgMy42IDcwIHJlIGYqCm4gMTM2LjggMCAyLjQgNzAgcmUgZioKbiAxNDEuNiAwIDEuMiA3MCByZSBmKgpuIDE0NS4yIDAgMy42IDcwIHJlIGYqCm4gMTUwIDAgMi40IDcwIHJlIGYqCm4gMTU2IDAgMy42IDcwIHJlIGYqCm4gMTYwLjggMCAxLjIgNzAgcmUgZioKbiAxNjMuMiAwIDIuNCA3MCByZSBmKgpRCkJUIC9GMSAxMCBUZiAxMiBUTCBFVApCVCAxIDAgMCAxIDQ1IDQ3MiBUbSAoU2VjdGlvbiAzLjE6IEludm9pY2UgdG90YWxzLCByZWdpb25hbCByZXZlbnVlLCBhbmQgcmVjb25jaWxpYXRpb24gbm90ZXMuKSBUaiBUKiBFVApCVCAxIDAgMCAxIDQ1IDQ0NCBUbSAoU2VjdGlvbiAzLjI6IEludm9pY2UgdG90YWxzLCByZWdpb25hbCByZXZlbnVlLCBhbmQgcmVjb25jaWxpYXRpb24gbm90ZXMuKSBUaiBUKiBFVApCVCAxIDAgMCAxIDQ1IDQxNiBUbSAoU2VjdGlvbiAzLjM6IEludm9pY2UgdG90YWxzLCByZWdpb25hbCByZXZlbnVlLCBhbmQgcmVjb25jaWxpYXRpb24gbm90ZXMuKSBUaiBUKiBFVApCVCAxIDAgMCAxIDQ1IDM4OCBUbSAoU2VjdGlvbiAzLjQ6IEludm9pY2UgdG90YWxzLCByZWdpb25hbCByZXZlbnVlLCBhbmQgcmVjb25jaWxpYXRpb24gbm90ZXMuKSBUaiBUKiBFVApCVCAxIDAgMCAxIDQ1IDM2MCBUbSAoU2VjdGlvbi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$oZ7In+\V<;2Ks'D;k&P\F4YeNj%Ad=[;?o1I3WW$eVS!mX^K$bih8,BhLDdIhe$V$?@S`fH34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 3.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 3.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 3.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
21 0 obj
<<
/Length 1494
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Approval Signature and Watermark) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 4 of 5) Tj T* ET
q
.827451 .827451 .827451 rg
BT /F2 54 Tf 64.8 TL ET
.906308 .422618 -0.422618 .906308 110 390 cm
BT 1 0 0 1 0 0 Tm (DRAFT) Tj T* ET
Q
0 0 0 rg
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 635 Tm (Approved by: Jordan Lee) Tj T* ET
n 45 610 m 310 610 l S
n 55 595 m 75 625 112 602 155 600 c S
BT 1 0 0 1 45 580 Tm (Signature) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 4.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 4.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 4.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 4.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 4.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 4.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 4.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 4.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
22 0 obj
<<
/Length 1327
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Appendix with Section Boundaries) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 5 of 5) Tj T* ET
BT /F2 14 Tf 16.8 TL ET
BT 1 0 0 1 45 700 Tm (1. Scope) Tj T* ET
BT 1 0 0 1 45 650 Tm (2. Findings) Tj T* ET
BT 1 0 0 1 45 600 Tm (3. Recommendations) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 5.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 5.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 5.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 5.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 5.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 5.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 5.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 5.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
xref
0 23
0000000000 65535 f 
0000000061 00000 n 
0000000102 00000 n 
0000000209 00000 n 
0000000321 00000 n 
0000000516 00000 n 
0000006322 00000 n 
0000012824 00000 n 
0000014142 00000 n 
0000014496 00000 n 
0000014664 00000 n 
0000014850 00000 n 
0000015028 00000 n 
0000015256 00000 n 
0000015452 00000 n 
0000015648 00000 n 
0000015718 00000 n 
0000016128 00000 n 
0000016215 00000 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+        inputs are not permitted","input":"page"},{"type":"extra_forbidden","loc":["body","OCRRequest","confidence_scores_granularity"],"msg":"Extra
+        inputs are not permitted","input":"page"}]}'
+    headers:
+      Alt-Svc:
+      - h3=":443"; ma=2592000,h3-29=":443"; ma=2592000
+      Server:
+      - scaffolding on HTTPServer2
+      Vary:
+      - Origin
+      - X-Origin
+      - Referer
+      X-Content-Type-Options:
+      - nosniff
+      X-Frame-Options:
+      - SAMEORIGIN
+      X-XSS-Protection:
+      - '0'
+      content-type:
+      - application/json
+      date:
+      - Wed, 02 Sep 2026 22:36:27 GMT
+      x-vertex-ai-internal-prediction-backend:
+      - harpoon
+    status:
+      code: 422
+      message: ''
+recorded_at: '2026-09-02T22:36:28.746893+00:00'
+ttl_seconds: 0
+version: 1
+x-litellm:
+  case:
+    litellm_input:
+      confidence_scores_granularity: page
+      document:
+        document_url: 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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 3.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 3.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 3.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
21 0 obj
<<
/Length 1494
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Approval Signature and Watermark) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 4 of 5) Tj T* ET
q
.827451 .827451 .827451 rg
BT /F2 54 Tf 64.8 TL ET
.906308 .422618 -0.422618 .906308 110 390 cm
BT 1 0 0 1 0 0 Tm (DRAFT) Tj T* ET
Q
0 0 0 rg
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 635 Tm (Approved by: Jordan Lee) Tj T* ET
n 45 610 m 310 610 l S
n 55 595 m 75 625 112 602 155 600 c S
BT 1 0 0 1 45 580 Tm (Signature) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 4.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 4.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 4.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 4.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 4.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 4.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 4.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 4.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
22 0 obj
<<
/Length 1327
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Appendix with Section Boundaries) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 5 of 5) Tj T* ET
BT /F2 14 Tf 16.8 TL ET
BT 1 0 0 1 45 700 Tm (1. Scope) Tj T* ET
BT 1 0 0 1 45 650 Tm (2. Findings) Tj T* ET
BT 1 0 0 1 45 600 Tm (3. Recommendations) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 5.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 5.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 5.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 5.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 5.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 5.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 5.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 5.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
xref
0 23
0000000000 65535 f 
0000000061 00000 n 
0000000102 00000 n 
0000000209 00000 n 
0000000321 00000 n 
0000000516 00000 n 
0000006322 00000 n 
0000012824 00000 n 
0000014142 00000 n 
0000014496 00000 n 
0000014664 00000 n 
0000014850 00000 n 
0000015028 00000 n 
0000015256 00000 n 
0000015452 00000 n 
0000015648 00000 n 
0000015718 00000 n 
0000016128 00000 n 
0000016215 00000 n 
0000018552 00000 n 
0000020327 00000 n 
0000022845 00000 n 
0000024391 00000 n 
trailer
<<
/ID 
[<cb011a3ef088e46b638e8b45c01a470f><cb011a3ef088e46b638e8b45c01a470f>]
% ReportLab generated PDF document -- digest (opensource)

/Info 16 0 R
/Root 15 0 R
/Size 23
>>
startxref
25770
%%EOF

+        type: document_url
+      model: vertex_ai/mistral-ocr-2505
+      vertex_location: us-central1
+      vertex_project: useful-shell-447307-d4
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/vertex-mistral/55fd6d4da28e2f454604dff15e1d18ff46448fe595bff09c82ecf43b3f147fee.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/vertex-mistral/55fd6d4da28e2f454604dff15e1d18ff46448fe595bff09c82ecf43b3f147fee.yaml
new file mode 100644
index 00000000000..7a5d7254cfc
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/vertex-mistral/55fd6d4da28e2f454604dff15e1d18ff46448fe595bff09c82ecf43b3f147fee.yaml
@@ -0,0 +1,80 @@
+interactions:
+- request:
+    body: 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+      Accept:
+      - '*/*'
+      Content-Type:
+      - application/json
+      User-Agent:
+      - litellm/1.101.0
+    method: POST
+    uri: http://parity-provider.invalid/v1/projects/useful-shell-447307-d4/locations/us-central1/publishers/mistralai/models/mistral-ocr-2505:rawPredict
+  response:
+    body:
+      string: '{"pages":[{"index":0,"markdown":"# Quarterly Operations Report \n\n##
+        Invoice Summary and Line Items\n\n| Item | Quantity | Amount |\n| :-- | :--
+        | :-- |\n| Document analysis | 2 | 120.00 |\n| Document verification | 1 |
+        80.00 |\n\n\n| Item continued | Quantity | Amount |\n| :-- | :-- | :-- |\n|
+        Fixture validation | 3 | 45.00 |\n| Provider review | 1 | 25.00 |\n\nSection
+        1.1: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.2: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.3: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.4: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.5: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.6: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.7: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.8: Invoice totals, regional revenue, and reconciliation notes.","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":200,"height":2200,"width":1700}},{"index":1,"markdown":"#
+        Quarterly Operations Report \n\n## Revenue Chart and Formula Review\n\n![img-0.jpeg](img-0.jpeg)\n\nFormula:
+        gross margin $=$ (revenue - cost) / revenue\n\n![img-1.jpeg](img-1.jpeg)\n\n![img-2.jpeg](img-2.jpeg)\n\nSection
+        2.1: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.2: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.3: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.4: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.5: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.6: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.7: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.8: Invoice totals, regional revenue, and reconciliation notes.","images":[{"id":"img-0.jpeg","top_left_x":168,"top_left_y":193,"bottom_right_x":1473,"bottom_right_y":616,"image_base64":null,"image_annotation":null},{"id":"img-1.jpeg","top_left_x":1247,"top_left_y":442,"bottom_right_x":1473,"bottom_right_y":616,"image_base64":null,"image_annotation":null},{"id":"img-2.jpeg","top_left_x":1247,"top_left_y":657,"bottom_right_x":1473,"bottom_right_y":787,"image_base64":null,"image_annotation":null}],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":200,"height":2200,"width":1700}}],"model":"mistral-ocr-2505","document_annotation":null,"usage_info":{"pages_processed":2,"doc_size_bytes":26446}}'
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+      Alt-Svc:
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+      Server:
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+      Vary:
+      - Origin
+      - X-Origin
+      - Referer
+      X-Content-Type-Options:
+      - nosniff
+      X-Frame-Options:
+      - SAMEORIGIN
+      X-XSS-Protection:
+      - '0'
+      content-type:
+      - application/json
+      date:
+      - Wed, 02 Sep 2026 22:36:27 GMT
+      x-pages-processed:
+      - '2'
+      x-vertex-ai-internal-prediction-backend:
+      - harpoon
+    status:
+      code: 200
+      message: ''
+recorded_at: '2026-09-02T22:36:29.204406+00:00'
+ttl_seconds: 0
+version: 1
+x-litellm:
+  case:
+    litellm_input:
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 3.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 3.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 3.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
21 0 obj
<<
/Length 1494
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Approval Signature and Watermark) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 4 of 5) Tj T* ET
q
.827451 .827451 .827451 rg
BT /F2 54 Tf 64.8 TL ET
.906308 .422618 -0.422618 .906308 110 390 cm
BT 1 0 0 1 0 0 Tm (DRAFT) Tj T* ET
Q
0 0 0 rg
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 635 Tm (Approved by: Jordan Lee) Tj T* ET
n 45 610 m 310 610 l S
n 55 595 m 75 625 112 602 155 600 c S
BT 1 0 0 1 45 580 Tm (Signature) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 4.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 4.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 4.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 4.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 4.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 4.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 4.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 4.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
22 0 obj
<<
/Length 1327
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Appendix with Section Boundaries) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 5 of 5) Tj T* ET
BT /F2 14 Tf 16.8 TL ET
BT 1 0 0 1 45 700 Tm (1. Scope) Tj T* ET
BT 1 0 0 1 45 650 Tm (2. Findings) Tj T* ET
BT 1 0 0 1 45 600 Tm (3. Recommendations) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 5.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 5.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 5.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 5.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 5.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 5.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 5.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 5.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
xref
0 23
0000000000 65535 f 
0000000061 00000 n 
0000000102 00000 n 
0000000209 00000 n 
0000000321 00000 n 
0000000516 00000 n 
0000006322 00000 n 
0000012824 00000 n 
0000014142 00000 n 
0000014496 00000 n 
0000014664 00000 n 
0000014850 00000 n 
0000015028 00000 n 
0000015256 00000 n 
0000015452 00000 n 
0000015648 00000 n 
0000015718 00000 n 
0000016128 00000 n 
0000016215 00000 n 
0000018552 00000 n 
0000020327 00000 n 
0000022845 00000 n 
0000024391 00000 n 
trailer
<<
/ID 
[<cb011a3ef088e46b638e8b45c01a470f><cb011a3ef088e46b638e8b45c01a470f>]
% ReportLab generated PDF document -- digest (opensource)

/Info 16 0 R
/Root 15 0 R
/Size 23
>>
startxref
25770
%%EOF

+        type: document_url
+      model: vertex_ai/mistral-ocr-2505
+      pages:
+      - 0
+      - 1
+      vertex_location: us-central1
+      vertex_project: useful-shell-447307-d4
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/vertex-mistral/6c73d772577b6faa8729e56efc7b2d012f42f06273c75ed079fab6fe4fbb2eb9.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/vertex-mistral/6c73d772577b6faa8729e56efc7b2d012f42f06273c75ed079fab6fe4fbb2eb9.yaml
new file mode 100644
index 00000000000..75370461a1c
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/vertex-mistral/6c73d772577b6faa8729e56efc7b2d012f42f06273c75ed079fab6fe4fbb2eb9.yaml
@@ -0,0 +1,69 @@
+interactions:
+- request:
+    body: 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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 3.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 3.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 3.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
21 0 obj
<<
/Length 1494
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Approval Signature and Watermark) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 4 of 5) Tj T* ET
q
.827451 .827451 .827451 rg
BT /F2 54 Tf 64.8 TL ET
.906308 .422618 -0.422618 .906308 110 390 cm
BT 1 0 0 1 0 0 Tm (DRAFT) Tj T* ET
Q
0 0 0 rg
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 635 Tm (Approved by: Jordan Lee) Tj T* ET
n 45 610 m 310 610 l S
n 55 595 m 75 625 112 602 155 600 c S
BT 1 0 0 1 45 580 Tm (Signature) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 4.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 4.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 4.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 4.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 4.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 4.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 4.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 4.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
22 0 obj
<<
/Length 1327
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Appendix with Section Boundaries) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 5 of 5) Tj T* ET
BT /F2 14 Tf 16.8 TL ET
BT 1 0 0 1 45 700 Tm (1. Scope) Tj T* ET
BT 1 0 0 1 45 650 Tm (2. Findings) Tj T* ET
BT 1 0 0 1 45 600 Tm (3. Recommendations) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 5.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 5.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 5.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 5.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 5.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 5.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 5.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 5.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
xref
0 23
0000000000 65535 f 
0000000061 00000 n 
0000000102 00000 n 
0000000209 00000 n 
0000000321 00000 n 
0000000516 00000 n 
0000006322 00000 n 
0000012824 00000 n 
0000014142 00000 n 
0000014496 00000 n 
0000014664 00000 n 
0000014850 00000 n 
0000015028 00000 n 
0000015256 00000 n 
0000015452 00000 n 
0000015648 00000 n 
0000015718 00000 n 
0000016128 00000 n 
0000016215 00000 n 
0000018552 00000 n 
0000020327 00000 n 
0000022845 00000 n 
0000024391 00000 n 
trailer
<<
/ID 
[<cb011a3ef088e46b638e8b45c01a470f><cb011a3ef088e46b638e8b45c01a470f>]
% ReportLab generated PDF document -- digest (opensource)

/Info 16 0 R
/Root 15 0 R
/Size 23
>>
startxref
25770
%%EOF

+        type: document_url
+      model: vertex_ai/mistral-ocr-2505
+      pages:
+      - 0
+      vertex_location: us-central1
+      vertex_project: useful-shell-447307-d4
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/vertex-mistral/7312530390a0869ab46e371999608988eaf0dc614ce793df51bb2a25d889c582.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/vertex-mistral/7312530390a0869ab46e371999608988eaf0dc614ce793df51bb2a25d889c582.yaml
new file mode 100644
index 00000000000..448278dd799
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/vertex-mistral/7312530390a0869ab46e371999608988eaf0dc614ce793df51bb2a25d889c582.yaml
@@ -0,0 +1,68 @@
+interactions:
+- request:
+    body: 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+    uri: http://parity-provider.invalid/v1/projects/useful-shell-447307-d4/locations/us-central1/publishers/mistralai/models/mistral-ocr-2505:rawPredict
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+    headers:
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+      Server:
+      - scaffolding on HTTPServer2
+      Vary:
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+      - X-Origin
+      - Referer
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+      X-Frame-Options:
+      - SAMEORIGIN
+      X-XSS-Protection:
+      - '0'
+      content-type:
+      - application/json
+      date:
+      - Wed, 02 Sep 2026 22:36:25 GMT
+      x-vertex-ai-internal-prediction-backend:
+      - harpoon
+    status:
+      code: 404
+      message: ''
+recorded_at: '2026-09-02T22:36:28.705155+00:00'
+ttl_seconds: 0
+version: 1
+x-litellm:
+  case:
+    litellm_input:
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+        json_schema:
+          description: Extract the visible document fields
+          name: bounding_boxes
+          schema:
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+            properties:
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+                type: string
+            required:
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+      document:
+        document_url: 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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 3.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 3.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 3.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
21 0 obj
<<
/Length 1494
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Approval Signature and Watermark) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 4 of 5) Tj T* ET
q
.827451 .827451 .827451 rg
BT /F2 54 Tf 64.8 TL ET
.906308 .422618 -0.422618 .906308 110 390 cm
BT 1 0 0 1 0 0 Tm (DRAFT) Tj T* ET
Q
0 0 0 rg
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 635 Tm (Approved by: Jordan Lee) Tj T* ET
n 45 610 m 310 610 l S
n 55 595 m 75 625 112 602 155 600 c S
BT 1 0 0 1 45 580 Tm (Signature) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 4.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 4.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 4.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 4.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 4.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 4.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 4.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 4.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
22 0 obj
<<
/Length 1327
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Appendix with Section Boundaries) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 5 of 5) Tj T* ET
BT /F2 14 Tf 16.8 TL ET
BT 1 0 0 1 45 700 Tm (1. Scope) Tj T* ET
BT 1 0 0 1 45 650 Tm (2. Findings) Tj T* ET
BT 1 0 0 1 45 600 Tm (3. Recommendations) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 5.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 5.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 5.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 5.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 5.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 5.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 5.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 5.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
xref
0 23
0000000000 65535 f 
0000000061 00000 n 
0000000102 00000 n 
0000000209 00000 n 
0000000321 00000 n 
0000000516 00000 n 
0000006322 00000 n 
0000012824 00000 n 
0000014142 00000 n 
0000014496 00000 n 
0000014664 00000 n 
0000014850 00000 n 
0000015028 00000 n 
0000015256 00000 n 
0000015452 00000 n 
0000015648 00000 n 
0000015718 00000 n 
0000016128 00000 n 
0000016215 00000 n 
0000018552 00000 n 
0000020327 00000 n 
0000022845 00000 n 
0000024391 00000 n 
trailer
<<
/ID 
[<cb011a3ef088e46b638e8b45c01a470f><cb011a3ef088e46b638e8b45c01a470f>]
% ReportLab generated PDF document -- digest (opensource)

/Info 16 0 R
/Root 15 0 R
/Size 23
>>
startxref
25770
%%EOF

+        type: document_url
+      model: vertex_ai/mistral-ocr-2505
+      vertex_location: us-central1
+      vertex_project: useful-shell-447307-d4
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/vertex-mistral/7533f0f2f17a341ab4b095f589a8baf82469efc4f5f6e2e36533c2d927524c3e.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/vertex-mistral/7533f0f2f17a341ab4b095f589a8baf82469efc4f5f6e2e36533c2d927524c3e.yaml
new file mode 100644
index 00000000000..95d3b78f115
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/vertex-mistral/7533f0f2f17a341ab4b095f589a8baf82469efc4f5f6e2e36533c2d927524c3e.yaml
@@ -0,0 +1,110 @@
+interactions:
+- request:
+    body: 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+    headers:
+      Accept:
+      - '*/*'
+      Content-Type:
+      - application/json
+      User-Agent:
+      - litellm/1.101.0
+    method: POST
+    uri: http://parity-provider.invalid/v1/projects/useful-shell-447307-d4/locations/us-central1/publishers/mistralai/models/mistral-ocr-2505:rawPredict
+  response:
+    body:
+      string: '{"pages":[{"index":0,"markdown":"# Quarterly Operations Report \n\n##
+        Invoice Summary and Line Items\n\n| Item | Quantity | Amount |\n| :-- | :--
+        | :-- |\n| Document analysis | 2 | 120.00 |\n| Document verification | 1 |
+        80.00 |\n\n\n| Item continued | Quantity | Amount |\n| :-- | :-- | :-- |\n|
+        Fixture validation | 3 | 45.00 |\n| Provider review | 1 | 25.00 |\n\nSection
+        1.1: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.2: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.3: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.4: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.5: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.6: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.7: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.8: Invoice totals, regional revenue, and reconciliation notes.","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":200,"height":2200,"width":1700}},{"index":1,"markdown":"#
+        Quarterly Operations Report \n\n## Revenue Chart and Formula Review\n\n![img-0.jpeg](img-0.jpeg)\n\nFormula:
+        gross margin $=$ (revenue - cost) / revenue\n\n\n\n| Q4 |  |\n| :-- | :--
+        |\n| Q3 |  |\n\n\n\n\n\nSection 2.1: Invoice totals, regional revenue, and
+        reconciliation notes.\n\nSection 2.2: Invoice totals, regional revenue, and
+        reconciliation notes.\n\nSection 2.3: Invoice totals, regional revenue, and
+        reconciliation notes.\n\nSection 2.4: Invoice totals, regional revenue, and
+        reconciliation notes.\n\nSection 2.5: Invoice totals, regional revenue, and
+        reconciliation notes.\n\nSection 2.6: Invoice totals, regional revenue, and
+        reconciliation notes.\n\nSection 2.7: Invoice totals, regional revenue, and
+        reconciliation notes.\n\nSection 2.8: Invoice totals, regional revenue, and
+        reconciliation notes.","images":[{"id":"img-0.jpeg","top_left_x":168,"top_left_y":169,"bottom_right_x":1473,"bottom_right_y":600,"image_base64":null,"image_annotation":null}],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":200,"height":2200,"width":1700}},{"index":2,"markdown":"Quarterly
+        Operations Report\n\n# Key Values, Link, Highlight, and Comment \n\nInvoice
+        Number: INV-2048\nPurchase Order: PO-4096\nhttps://example.com/invoices/INV-2048\nHighlighted
+        total requiring review\nReviewer comment: verify the highlighted total before
+        approval\n\n## Revised total: 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n","images":[],"tables":[],"hyperlinks":["https://example.com/invoices/INV-2048"],"header":null,"footer":null,"dimensions":{"dpi":200,"height":2200,"width":1700}},{"index":3,"markdown":"#
+        Approval Signature and Watermark \n\n## Approved by: Jordan Lee\n\nSignature\n\nSection
+        4.1: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        4.2: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        4.3: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        4.4: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        4.5: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        4.6: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        4.7: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        4.8: Invoice totals, regional revenue, and reconciliation notes.","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":200,"height":2200,"width":1700}},{"index":4,"markdown":"#
+        Appendix with Section Boundaries \n\n## 1. Scope\n\n## 2. Findings\n\n## 3.
+        Recommendations\n\nSection 5.1: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 5.2: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 5.3: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 5.4: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 5.5: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 5.6: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 5.7: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 5.8: Invoice totals, regional revenue, and reconciliation
+        notes.","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":200,"height":2200,"width":1700}}],"model":"mistral-ocr-2505","document_annotation":null,"usage_info":{"pages_processed":5,"doc_size_bytes":26446}}'
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 3.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 3.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 3.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
21 0 obj
<<
/Length 1494
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Approval Signature and Watermark) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 4 of 5) Tj T* ET
q
.827451 .827451 .827451 rg
BT /F2 54 Tf 64.8 TL ET
.906308 .422618 -0.422618 .906308 110 390 cm
BT 1 0 0 1 0 0 Tm (DRAFT) Tj T* ET
Q
0 0 0 rg
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 635 Tm (Approved by: Jordan Lee) Tj T* ET
n 45 610 m 310 610 l S
n 55 595 m 75 625 112 602 155 600 c S
BT 1 0 0 1 45 580 Tm (Signature) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 4.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 4.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 4.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 4.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 4.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 4.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 4.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 4.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
22 0 obj
<<
/Length 1327
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Appendix with Section Boundaries) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 5 of 5) Tj T* ET
BT /F2 14 Tf 16.8 TL ET
BT 1 0 0 1 45 700 Tm (1. Scope) Tj T* ET
BT 1 0 0 1 45 650 Tm (2. Findings) Tj T* ET
BT 1 0 0 1 45 600 Tm (3. Recommendations) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 5.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 5.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 5.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 5.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 5.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 5.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 5.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 5.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
xref
0 23
0000000000 65535 f 
0000000061 00000 n 
0000000102 00000 n 
0000000209 00000 n 
0000000321 00000 n 
0000000516 00000 n 
0000006322 00000 n 
0000012824 00000 n 
0000014142 00000 n 
0000014496 00000 n 
0000014664 00000 n 
0000014850 00000 n 
0000015028 00000 n 
0000015256 00000 n 
0000015452 00000 n 
0000015648 00000 n 
0000015718 00000 n 
0000016128 00000 n 
0000016215 00000 n 
0000018552 00000 n 
0000020327 00000 n 
0000022845 00000 n 
0000024391 00000 n 
trailer
<<
/ID 
[<cb011a3ef088e46b638e8b45c01a470f><cb011a3ef088e46b638e8b45c01a470f>]
% ReportLab generated PDF document -- digest (opensource)

/Info 16 0 R
/Root 15 0 R
/Size 23
>>
startxref
25770
%%EOF

+        type: document_url
+      image_min_size: 300
+      model: vertex_ai/mistral-ocr-2505
+      vertex_location: us-central1
+      vertex_project: useful-shell-447307-d4
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/vertex-mistral/810a7ca1a231de84e24eeab558dba32611a403cd0c2eedcf856788973a0b1dc2.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/vertex-mistral/810a7ca1a231de84e24eeab558dba32611a403cd0c2eedcf856788973a0b1dc2.yaml
new file mode 100644
index 00000000000..bbe8da077aa
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/vertex-mistral/810a7ca1a231de84e24eeab558dba32611a403cd0c2eedcf856788973a0b1dc2.yaml
@@ -0,0 +1,110 @@
+interactions:
+- request:
+    body: 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+    headers:
+      Accept:
+      - '*/*'
+      Content-Type:
+      - application/json
+      User-Agent:
+      - litellm/1.101.0
+    method: POST
+    uri: http://parity-provider.invalid/v1/projects/useful-shell-447307-d4/locations/us-central1/publishers/mistralai/models/mistral-ocr-2505:rawPredict
+  response:
+    body:
+      string: '{"pages":[{"index":0,"markdown":"# Quarterly Operations Report \n\n##
+        Invoice Summary and Line Items\n\n| Item | Quantity | Amount |\n| :-- | :--
+        | :-- |\n| Document analysis | 2 | 120.00 |\n| Document verification | 1 |
+        80.00 |\n\n\n| Item continued | Quantity | Amount |\n| :-- | :-- | :-- |\n|
+        Fixture validation | 3 | 45.00 |\n| Provider review | 1 | 25.00 |\n\nSection
+        1.1: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.2: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.3: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.4: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.5: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.6: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.7: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.8: Invoice totals, regional revenue, and reconciliation notes.","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":200,"height":2200,"width":1700}},{"index":1,"markdown":"#
+        Quarterly Operations Report \n\n## Revenue Chart and Formula Review\n\n![img-0.jpeg](img-0.jpeg)\n\nFormula:
+        gross margin $=$ (revenue - cost) / revenue\n\n![img-1.jpeg](img-1.jpeg)\n\n|
+        Q4 |  |\n| :-- | :-- |\n| Q3 |  |\n\n![img-2.jpeg](img-2.jpeg)\n\nSection
+        2.1: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.2: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.3: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.4: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.5: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.6: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.7: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.8: Invoice totals, regional revenue, and reconciliation notes.","images":[{"id":"img-0.jpeg","top_left_x":168,"top_left_y":169,"bottom_right_x":1473,"bottom_right_y":600,"image_base64":"data:image/jpeg;base64,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+        Operations Report\n\n# Key Values, Link, Highlight, and Comment \n\nInvoice
+        Number: INV-2048\nPurchase Order: PO-4096\nhttps://example.com/invoices/INV-2048\nHighlighted
+        total requiring review\nReviewer comment: verify the highlighted total before
+        approval\n\n## Revised total: 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n![img-3.jpeg](img-3.jpeg)","images":[{"id":"img-3.jpeg","top_left_x":287,"top_left_y":1643,"bottom_right_x":715,"bottom_right_y":1859,"image_base64":"data:image/jpeg;base64,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+        Approval Signature and Watermark \n\n## Approved by: Jordan Lee\n\nSignature\n\nSection
+        4.1: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        4.2: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        4.3: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        4.4: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        4.5: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        4.6: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        4.7: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        4.8: Invoice totals, regional revenue, and reconciliation notes.","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":200,"height":2200,"width":1700}},{"index":4,"markdown":"#
+        Appendix with Section Boundaries \n\n## 1. Scope\n\n## 2. Findings\n\n## 3.
+        Recommendations\n\nSection 5.1: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 5.2: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 5.3: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 5.4: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 5.5: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 5.6: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 5.7: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 5.8: Invoice totals, regional revenue, and reconciliation
+        notes.","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":200,"height":2200,"width":1700}}],"model":"mistral-ocr-2505","document_annotation":null,"usage_info":{"pages_processed":5,"doc_size_bytes":26446}}'
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 3.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 3.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 3.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
21 0 obj
<<
/Length 1494
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Approval Signature and Watermark) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 4 of 5) Tj T* ET
q
.827451 .827451 .827451 rg
BT /F2 54 Tf 64.8 TL ET
.906308 .422618 -0.422618 .906308 110 390 cm
BT 1 0 0 1 0 0 Tm (DRAFT) Tj T* ET
Q
0 0 0 rg
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 635 Tm (Approved by: Jordan Lee) Tj T* ET
n 45 610 m 310 610 l S
n 55 595 m 75 625 112 602 155 600 c S
BT 1 0 0 1 45 580 Tm (Signature) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 4.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 4.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 4.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 4.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 4.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 4.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 4.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 4.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
22 0 obj
<<
/Length 1327
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Appendix with Section Boundaries) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 5 of 5) Tj T* ET
BT /F2 14 Tf 16.8 TL ET
BT 1 0 0 1 45 700 Tm (1. Scope) Tj T* ET
BT 1 0 0 1 45 650 Tm (2. Findings) Tj T* ET
BT 1 0 0 1 45 600 Tm (3. Recommendations) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 5.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 5.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 5.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 5.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 5.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 5.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 5.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 5.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
xref
0 23
0000000000 65535 f 
0000000061 00000 n 
0000000102 00000 n 
0000000209 00000 n 
0000000321 00000 n 
0000000516 00000 n 
0000006322 00000 n 
0000012824 00000 n 
0000014142 00000 n 
0000014496 00000 n 
0000014664 00000 n 
0000014850 00000 n 
0000015028 00000 n 
0000015256 00000 n 
0000015452 00000 n 
0000015648 00000 n 
0000015718 00000 n 
0000016128 00000 n 
0000016215 00000 n 
0000018552 00000 n 
0000020327 00000 n 
0000022845 00000 n 
0000024391 00000 n 
trailer
<<
/ID 
[<cb011a3ef088e46b638e8b45c01a470f><cb011a3ef088e46b638e8b45c01a470f>]
% ReportLab generated PDF document -- digest (opensource)

/Info 16 0 R
/Root 15 0 R
/Size 23
>>
startxref
25770
%%EOF

+        type: document_url
+      include_image_base64: true
+      model: vertex_ai/mistral-ocr-2505
+      vertex_location: us-central1
+      vertex_project: useful-shell-447307-d4
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/vertex-mistral/82a4b754621b9fff333f8de0e5ee9bc4c50ad3949d23ced9f8bc01cf3f73caf2.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/vertex-mistral/82a4b754621b9fff333f8de0e5ee9bc4c50ad3949d23ced9f8bc01cf3f73caf2.yaml
new file mode 100644
index 00000000000..4662178c656
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/vertex-mistral/82a4b754621b9fff333f8de0e5ee9bc4c50ad3949d23ced9f8bc01cf3f73caf2.yaml
@@ -0,0 +1,55 @@
+interactions:
+- request:
+    body: 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+    litellm_input:
+      document:
+        image_url: data:image/png;base64,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
+        type: image_url
+      model: vertex_ai/invalid-ocr-model-for-parity
+      vertex_location: us-central1
+      vertex_project: useful-shell-447307-d4
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/vertex-mistral/a783ddd454fc97a5569ca74d7fee83d4671f6220b75c3fd3caedfc8bd318c467.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/vertex-mistral/a783ddd454fc97a5569ca74d7fee83d4671f6220b75c3fd3caedfc8bd318c467.yaml
new file mode 100644
index 00000000000..9fd233fc72d
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/vertex-mistral/a783ddd454fc97a5569ca74d7fee83d4671f6220b75c3fd3caedfc8bd318c467.yaml
@@ -0,0 +1,108 @@
+interactions:
+- request:
+    body: '{"model":"mistral-ocr-2505","document":{"type":"document_url","document_url":"data:application/pdf;base64,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+    headers:
+      Accept:
+      - '*/*'
+      Content-Type:
+      - application/json
+      User-Agent:
+      - litellm/1.101.0
+    method: POST
+    uri: http://parity-provider.invalid/v1/projects/useful-shell-447307-d4/locations/us-central1/publishers/mistralai/models/mistral-ocr-2505:rawPredict
+  response:
+    body:
+      string: '{"pages":[{"index":0,"markdown":"# Quarterly Operations Report \n\n##
+        Invoice Summary and Line Items\n\n| Item | Quantity | Amount |\n| :-- | :--
+        | :-- |\n| Document analysis | 2 | 120.00 |\n| Document verification | 1 |
+        80.00 |\n\n\n| Item continued | Quantity | Amount |\n| :-- | :-- | :-- |\n|
+        Fixture validation | 3 | 45.00 |\n| Provider review | 1 | 25.00 |\n\nSection
+        1.1: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.2: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.3: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.4: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.5: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.6: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.7: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.8: Invoice totals, regional revenue, and reconciliation notes.","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":200,"height":2200,"width":1700}},{"index":1,"markdown":"#
+        Quarterly Operations Report \n\n## Revenue Chart and Formula Review\n\n![img-0.jpeg](img-0.jpeg)\n\nFormula:
+        gross margin $=$ (revenue - cost) / revenue\n\n![img-1.jpeg](img-1.jpeg)\n\n![img-2.jpeg](img-2.jpeg)\n\nSection
+        2.1: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.2: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.3: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.4: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.5: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.6: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.7: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.8: Invoice totals, regional revenue, and reconciliation notes.","images":[{"id":"img-0.jpeg","top_left_x":168,"top_left_y":193,"bottom_right_x":1473,"bottom_right_y":616,"image_base64":null,"image_annotation":null},{"id":"img-1.jpeg","top_left_x":1244,"top_left_y":442,"bottom_right_x":1473,"bottom_right_y":616,"image_base64":null,"image_annotation":null},{"id":"img-2.jpeg","top_left_x":1244,"top_left_y":657,"bottom_right_x":1473,"bottom_right_y":789,"image_base64":null,"image_annotation":null}],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":200,"height":2200,"width":1700}},{"index":2,"markdown":"Quarterly
+        Operations Report\n\n# Key Values, Link, Highlight, and Comment \n\nInvoice
+        Number: INV-2048\nPurchase Order: PO-4096\nhttps://example.com/invoices/INV-2048\nHighlighted
+        total requiring review\nReviewer comment: verify the highlighted total before
+        approval\n\n## Revised total: 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n![img-3.jpeg](img-3.jpeg)","images":[{"id":"img-3.jpeg","top_left_x":287,"top_left_y":1639,"bottom_right_x":715,"bottom_right_y":1856,"image_base64":null,"image_annotation":null}],"tables":[],"hyperlinks":["https://example.com/invoices/INV-2048"],"header":null,"footer":null,"dimensions":{"dpi":200,"height":2200,"width":1700}},{"index":3,"markdown":"#
+        Approval Signature and Watermark \n\n## Approved by: Jordan Lee\n\nSignature\n\nSection
+        4.1: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        4.2: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        4.3: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        4.4: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        4.5: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        4.6: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        4.7: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        4.8: Invoice totals, regional revenue, and reconciliation notes.","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":200,"height":2200,"width":1700}},{"index":4,"markdown":"#
+        Appendix with Section Boundaries \n\n## 1. Scope\n\n## 2. Findings\n\n## 3.
+        Recommendations\n\nSection 5.1: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 5.2: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 5.3: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 5.4: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 5.5: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 5.6: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 5.7: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 5.8: Invoice totals, regional revenue, and reconciliation
+        notes.","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":200,"height":2200,"width":1700}}],"model":"mistral-ocr-2505","document_annotation":null,"usage_info":{"pages_processed":5,"doc_size_bytes":26446}}'
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 3.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 3.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 3.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
21 0 obj
<<
/Length 1494
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Approval Signature and Watermark) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 4 of 5) Tj T* ET
q
.827451 .827451 .827451 rg
BT /F2 54 Tf 64.8 TL ET
.906308 .422618 -0.422618 .906308 110 390 cm
BT 1 0 0 1 0 0 Tm (DRAFT) Tj T* ET
Q
0 0 0 rg
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 635 Tm (Approved by: Jordan Lee) Tj T* ET
n 45 610 m 310 610 l S
n 55 595 m 75 625 112 602 155 600 c S
BT 1 0 0 1 45 580 Tm (Signature) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 4.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 4.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 4.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 4.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 4.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 4.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 4.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 4.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
22 0 obj
<<
/Length 1327
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Appendix with Section Boundaries) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 5 of 5) Tj T* ET
BT /F2 14 Tf 16.8 TL ET
BT 1 0 0 1 45 700 Tm (1. Scope) Tj T* ET
BT 1 0 0 1 45 650 Tm (2. Findings) Tj T* ET
BT 1 0 0 1 45 600 Tm (3. Recommendations) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 5.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 5.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 5.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 5.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 5.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 5.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 5.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 5.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
xref
0 23
0000000000 65535 f 
0000000061 00000 n 
0000000102 00000 n 
0000000209 00000 n 
0000000321 00000 n 
0000000516 00000 n 
0000006322 00000 n 
0000012824 00000 n 
0000014142 00000 n 
0000014496 00000 n 
0000014664 00000 n 
0000014850 00000 n 
0000015028 00000 n 
0000015256 00000 n 
0000015452 00000 n 
0000015648 00000 n 
0000015718 00000 n 
0000016128 00000 n 
0000016215 00000 n 
0000018552 00000 n 
0000020327 00000 n 
0000022845 00000 n 
0000024391 00000 n 
trailer
<<
/ID 
[<cb011a3ef088e46b638e8b45c01a470f><cb011a3ef088e46b638e8b45c01a470f>]
% ReportLab generated PDF document -- digest (opensource)

/Info 16 0 R
/Root 15 0 R
/Size 23
>>
startxref
25770
%%EOF

+        type: document_url
+      model: vertex_ai/mistral-ocr-2505
+      vertex_location: us-central1
+      vertex_project: useful-shell-447307-d4
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/vertex-mistral/bf9f2043fc8abb7bc2ee895105dd290e4072569219917a4c1abe628ed5e7027e.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/vertex-mistral/bf9f2043fc8abb7bc2ee895105dd290e4072569219917a4c1abe628ed5e7027e.yaml
new file mode 100644
index 00000000000..6ab757e39a6
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/vertex-mistral/bf9f2043fc8abb7bc2ee895105dd290e4072569219917a4c1abe628ed5e7027e.yaml
@@ -0,0 +1,55 @@
+interactions:
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"},"confidence_scores_granularity":"word"}'
+    headers:
+      Accept:
+      - '*/*'
+      Content-Type:
+      - application/json
+      User-Agent:
+      - litellm/1.101.0
+    method: POST
+    uri: http://parity-provider.invalid/v1/projects/useful-shell-447307-d4/locations/us-central1/publishers/mistralai/models/mistral-ocr-2505:rawPredict
+  response:
+    body:
+      string: '{"detail":[{"type":"missing","loc":["body","ChatCompletionRequest","messages"],"msg":"Field
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$oZ7In+\V<;2Ks'D;k&P\F4YeNj%Ad=[;?o1I3WW$eVS!mX^K$bih8,BhLDdIhe$V$?@S`fH34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
B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+        inputs are not permitted","input":"word"},{"type":"missing","loc":["body","CompletionRequest","prompt"],"msg":"Field
+        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$oZ7In+\V<;2Ks'D;k&P\F4YeNj%Ad=[;?o1I3WW$eVS!mX^K$bih8,BhLDdIhe$V$?@S`fH34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 3.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 3.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 3.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
21 0 obj
<<
/Length 1494
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Approval Signature and Watermark) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 4 of 5) Tj T* ET
q
.827451 .827451 .827451 rg
BT /F2 54 Tf 64.8 TL ET
.906308 .422618 -0.422618 .906308 110 390 cm
BT 1 0 0 1 0 0 Tm (DRAFT) Tj T* ET
Q
0 0 0 rg
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 635 Tm (Approved by: Jordan Lee) Tj T* ET
n 45 610 m 310 610 l S
n 55 595 m 75 625 112 602 155 600 c S
BT 1 0 0 1 45 580 Tm (Signature) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 4.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 4.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 4.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 4.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 4.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 4.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 4.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 4.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
22 0 obj
<<
/Length 1327
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Appendix with Section Boundaries) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 5 of 5) Tj T* ET
BT /F2 14 Tf 16.8 TL ET
BT 1 0 0 1 45 700 Tm (1. Scope) Tj T* ET
BT 1 0 0 1 45 650 Tm (2. Findings) Tj T* ET
BT 1 0 0 1 45 600 Tm (3. Recommendations) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 5.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 5.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 5.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 5.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 5.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 5.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 5.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 5.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
xref
0 23
0000000000 65535 f 
0000000061 00000 n 
0000000102 00000 n 
0000000209 00000 n 
0000000321 00000 n 
0000000516 00000 n 
0000006322 00000 n 
0000012824 00000 n 
0000014142 00000 n 
0000014496 00000 n 
0000014664 00000 n 
0000014850 00000 n 
0000015028 00000 n 
0000015256 00000 n 
0000015452 00000 n 
0000015648 00000 n 
0000015718 00000 n 
0000016128 00000 n 
0000016215 00000 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+        inputs are not permitted","input":"word"},{"type":"missing","loc":["body","FIMCompletionRequest","prompt"],"msg":"Field
+        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$oZ7In+\V<;2Ks'D;k&P\F4YeNj%Ad=[;?o1I3WW$eVS!mX^K$bih8,BhLDdIhe$V$?@S`fH34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 3.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 3.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 3.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
21 0 obj
<<
/Length 1494
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Approval Signature and Watermark) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 4 of 5) Tj T* ET
q
.827451 .827451 .827451 rg
BT /F2 54 Tf 64.8 TL ET
.906308 .422618 -0.422618 .906308 110 390 cm
BT 1 0 0 1 0 0 Tm (DRAFT) Tj T* ET
Q
0 0 0 rg
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 635 Tm (Approved by: Jordan Lee) Tj T* ET
n 45 610 m 310 610 l S
n 55 595 m 75 625 112 602 155 600 c S
BT 1 0 0 1 45 580 Tm (Signature) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 4.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 4.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 4.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 4.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 4.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 4.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 4.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 4.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
22 0 obj
<<
/Length 1327
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Appendix with Section Boundaries) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 5 of 5) Tj T* ET
BT /F2 14 Tf 16.8 TL ET
BT 1 0 0 1 45 700 Tm (1. Scope) Tj T* ET
BT 1 0 0 1 45 650 Tm (2. Findings) Tj T* ET
BT 1 0 0 1 45 600 Tm (3. Recommendations) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 5.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 5.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 5.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 5.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 5.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 5.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 5.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 5.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
xref
0 23
0000000000 65535 f 
0000000061 00000 n 
0000000102 00000 n 
0000000209 00000 n 
0000000321 00000 n 
0000000516 00000 n 
0000006322 00000 n 
0000012824 00000 n 
0000014142 00000 n 
0000014496 00000 n 
0000014664 00000 n 
0000014850 00000 n 
0000015028 00000 n 
0000015256 00000 n 
0000015452 00000 n 
0000015648 00000 n 
0000015718 00000 n 
0000016128 00000 n 
0000016215 00000 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"}},{"type":"extra_forbidden","loc":["body","FIMCompletionRequest","confidence_scores_granularity"],"msg":"Extra
+        inputs are not permitted","input":"word"},{"type":"extra_forbidden","loc":["body","OCRRequest","confidence_scores_granularity"],"msg":"Extra
+        inputs are not permitted","input":"word"}]}'
+    headers:
+      Alt-Svc:
+      - h3=":443"; ma=2592000,h3-29=":443"; ma=2592000
+      Server:
+      - scaffolding on HTTPServer2
+      Vary:
+      - Origin
+      - X-Origin
+      - Referer
+      X-Content-Type-Options:
+      - nosniff
+      X-Frame-Options:
+      - SAMEORIGIN
+      X-XSS-Protection:
+      - '0'
+      content-type:
+      - application/json
+      date:
+      - Wed, 02 Sep 2026 22:36:28 GMT
+      x-vertex-ai-internal-prediction-backend:
+      - harpoon
+    status:
+      code: 422
+      message: ''
+recorded_at: '2026-09-02T22:36:29.310307+00:00'
+ttl_seconds: 0
+version: 1
+x-litellm:
+  case:
+    litellm_input:
+      confidence_scores_granularity: word
+      document:
+        document_url: 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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 3.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 3.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 3.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
21 0 obj
<<
/Length 1494
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Approval Signature and Watermark) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 4 of 5) Tj T* ET
q
.827451 .827451 .827451 rg
BT /F2 54 Tf 64.8 TL ET
.906308 .422618 -0.422618 .906308 110 390 cm
BT 1 0 0 1 0 0 Tm (DRAFT) Tj T* ET
Q
0 0 0 rg
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 635 Tm (Approved by: Jordan Lee) Tj T* ET
n 45 610 m 310 610 l S
n 55 595 m 75 625 112 602 155 600 c S
BT 1 0 0 1 45 580 Tm (Signature) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 4.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 4.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 4.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 4.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 4.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 4.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 4.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 4.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
22 0 obj
<<
/Length 1327
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Appendix with Section Boundaries) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 5 of 5) Tj T* ET
BT /F2 14 Tf 16.8 TL ET
BT 1 0 0 1 45 700 Tm (1. Scope) Tj T* ET
BT 1 0 0 1 45 650 Tm (2. Findings) Tj T* ET
BT 1 0 0 1 45 600 Tm (3. Recommendations) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 5.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 5.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 5.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 5.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 5.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 5.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 5.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 5.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
xref
0 23
0000000000 65535 f 
0000000061 00000 n 
0000000102 00000 n 
0000000209 00000 n 
0000000321 00000 n 
0000000516 00000 n 
0000006322 00000 n 
0000012824 00000 n 
0000014142 00000 n 
0000014496 00000 n 
0000014664 00000 n 
0000014850 00000 n 
0000015028 00000 n 
0000015256 00000 n 
0000015452 00000 n 
0000015648 00000 n 
0000015718 00000 n 
0000016128 00000 n 
0000016215 00000 n 
0000018552 00000 n 
0000020327 00000 n 
0000022845 00000 n 
0000024391 00000 n 
trailer
<<
/ID 
[<cb011a3ef088e46b638e8b45c01a470f><cb011a3ef088e46b638e8b45c01a470f>]
% ReportLab generated PDF document -- digest (opensource)

/Info 16 0 R
/Root 15 0 R
/Size 23
>>
startxref
25770
%%EOF

+        type: document_url
+      model: vertex_ai/mistral-ocr-2505
+      vertex_location: us-central1
+      vertex_project: useful-shell-447307-d4
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/vertex-mistral/d849e569bf9db7a20ccf9fc289db47ae51d84e9350fdf62ba29e3c0120c50be7.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/vertex-mistral/d849e569bf9db7a20ccf9fc289db47ae51d84e9350fdf62ba29e3c0120c50be7.yaml
new file mode 100644
index 00000000000..04655c24a1a
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/vertex-mistral/d849e569bf9db7a20ccf9fc289db47ae51d84e9350fdf62ba29e3c0120c50be7.yaml
@@ -0,0 +1,92 @@
+interactions:
+- request:
+    body: 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"},"document_annotation_format":{"type":"json_schema","json_schema":{"name":"document_title","description":"Extract
+      the visible document fields","schema":{"type":"object","properties":{"title":{"type":"string"}},"required":["title"],"additionalProperties":false},"strict":true}},"document_annotation_prompt":"Extract
+      the visible title"}'
+    headers:
+      Accept:
+      - '*/*'
+      Content-Type:
+      - application/json
+      User-Agent:
+      - litellm/1.101.0
+    method: POST
+    uri: http://parity-provider.invalid/v1/projects/useful-shell-447307-d4/locations/us-central1/publishers/mistralai/models/mistral-ocr-2505:rawPredict
+  response:
+    body:
+      string: '{"detail":[{"type":"missing","loc":["body","ChatCompletionRequest","messages"],"msg":"Field
+        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$oZ7In+\V<;2Ks'D;k&P\F4YeNj%Ad=[;?o1I3WW$eVS!mX^K$bih8,BhLDdIhe$V$?@S`fH34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 3.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 3.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 3.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
21 0 obj
<<
/Length 1494
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Approval Signature and Watermark) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 4 of 5) Tj T* ET
q
.827451 .827451 .827451 rg
BT /F2 54 Tf 64.8 TL ET
.906308 .422618 -0.422618 .906308 110 390 cm
BT 1 0 0 1 0 0 Tm (DRAFT) Tj T* ET
Q
0 0 0 rg
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 635 Tm (Approved by: Jordan Lee) Tj T* ET
n 45 610 m 310 610 l S
n 55 595 m 75 625 112 602 155 600 c S
BT 1 0 0 1 45 580 Tm (Signature) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 4.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 4.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 4.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 4.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 4.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 4.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 4.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 4.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
22 0 obj
<<
/Length 1327
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Appendix with Section Boundaries) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 5 of 5) Tj T* ET
BT /F2 14 Tf 16.8 TL ET
BT 1 0 0 1 45 700 Tm (1. Scope) Tj T* ET
BT 1 0 0 1 45 650 Tm (2. Findings) Tj T* ET
BT 1 0 0 1 45 600 Tm (3. Recommendations) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 5.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 5.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 5.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 5.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 5.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 5.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 5.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 5.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
xref
0 23
0000000000 65535 f 
0000000061 00000 n 
0000000102 00000 n 
0000000209 00000 n 
0000000321 00000 n 
0000000516 00000 n 
0000006322 00000 n 
0000012824 00000 n 
0000014142 00000 n 
0000014496 00000 n 
0000014664 00000 n 
0000014850 00000 n 
0000015028 00000 n 
0000015256 00000 n 
0000015452 00000 n 
0000015648 00000 n 
0000015718 00000 n 
0000016128 00000 n 
0000016215 00000 n 
0000018552 00000 n 
0000020327 00000 n 
0000022845 00000 n 
0000024391 00000 n 
trailer
<<
/ID 
[<cb011a3ef088e46b638e8b45c01a470f><cb011a3ef088e46b638e8b45c01a470f>]
% ReportLab generated PDF document -- digest (opensource)

/Info 16 0 R
/Root 15 0 R
/Size 23
>>
startxref
25770
%%EOF
"},"document_annotation_format":{"type":"json_schema","json_schema":{"name":"document_title","description":"Extract
+        the visible document fields","schema":{"type":"object","properties":{"title":{"type":"string"}},"required":["title"],"additionalProperties":false},"strict":true}},"document_annotation_prompt":"Extract
+        the visible title"}},{"type":"extra_forbidden","loc":["body","ChatCompletionRequest","document"],"msg":"Extra
+        inputs are not 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"}},{"type":"extra_forbidden","loc":["body","ChatCompletionRequest","document_annotation_format"],"msg":"Extra
+        inputs are not permitted","input":{"type":"json_schema","json_schema":{"name":"document_title","description":"Extract
+        the visible document fields","schema":{"type":"object","properties":{"title":{"type":"string"}},"required":["title"],"additionalProperties":false},"strict":true}}},{"type":"extra_forbidden","loc":["body","ChatCompletionRequest","document_annotation_prompt"],"msg":"Extra
+        inputs are not permitted","input":"Extract the visible title"},{"type":"missing","loc":["body","CompletionRequest","prompt"],"msg":"Field
+        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$oZ7In+\V<;2Ks'D;k&P\F4YeNj%Ad=[;?o1I3WW$eVS!mX^K$bih8,BhLDdIhe$V$?@S`fH34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 3.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 3.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 3.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
21 0 obj
<<
/Length 1494
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Approval Signature and Watermark) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 4 of 5) Tj T* ET
q
.827451 .827451 .827451 rg
BT /F2 54 Tf 64.8 TL ET
.906308 .422618 -0.422618 .906308 110 390 cm
BT 1 0 0 1 0 0 Tm (DRAFT) Tj T* ET
Q
0 0 0 rg
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 635 Tm (Approved by: Jordan Lee) Tj T* ET
n 45 610 m 310 610 l S
n 55 595 m 75 625 112 602 155 600 c S
BT 1 0 0 1 45 580 Tm (Signature) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 4.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 4.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 4.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 4.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 4.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 4.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 4.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 4.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
22 0 obj
<<
/Length 1327
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Appendix with Section Boundaries) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 5 of 5) Tj T* ET
BT /F2 14 Tf 16.8 TL ET
BT 1 0 0 1 45 700 Tm (1. Scope) Tj T* ET
BT 1 0 0 1 45 650 Tm (2. Findings) Tj T* ET
BT 1 0 0 1 45 600 Tm (3. Recommendations) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 5.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 5.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 5.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 5.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 5.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 5.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 5.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 5.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
xref
0 23
0000000000 65535 f 
0000000061 00000 n 
0000000102 00000 n 
0000000209 00000 n 
0000000321 00000 n 
0000000516 00000 n 
0000006322 00000 n 
0000012824 00000 n 
0000014142 00000 n 
0000014496 00000 n 
0000014664 00000 n 
0000014850 00000 n 
0000015028 00000 n 
0000015256 00000 n 
0000015452 00000 n 
0000015648 00000 n 
0000015718 00000 n 
0000016128 00000 n 
0000016215 00000 n 
0000018552 00000 n 
0000020327 00000 n 
0000022845 00000 n 
0000024391 00000 n 
trailer
<<
/ID 
[<cb011a3ef088e46b638e8b45c01a470f><cb011a3ef088e46b638e8b45c01a470f>]
% ReportLab generated PDF document -- digest (opensource)

/Info 16 0 R
/Root 15 0 R
/Size 23
>>
startxref
25770
%%EOF
"},"document_annotation_format":{"type":"json_schema","json_schema":{"name":"document_title","description":"Extract
+        the visible document fields","schema":{"type":"object","properties":{"title":{"type":"string"}},"required":["title"],"additionalProperties":false},"strict":true}},"document_annotation_prompt":"Extract
+        the visible title"}},{"type":"extra_forbidden","loc":["body","CompletionRequest","document"],"msg":"Extra
+        inputs are not 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FkPVs7P28xSTNXVyRlVlMhbVheSyRiaWg4LEJoTERkSWhlJFYkP0BTYGZIMzRXYm5dMl4hVWRCVGckR3I6Uy8uXXRhdXU/U0lvb21qKkJHOSJvPi4kSGxkMVJPJT49SiI4QG9pNS0xb15ML2xpaEFRPWgyPmtfPC1uS2thQlRnIjFyKjlzKU9VRnVmcmRyTkNII05HJDxQPy9XZmE+bzAwVWE5VWVjJ0dXcFAsMDtZbCJbIjhiMWEobiIrRmNcVG5QKj9TSW9vbiJwIyRNdFc6JlVwMGIjVUlrJTVrak9AOypjP19MbmVbNjNhYTlTbkxONURjaTxtYjgwVWE5VT8yZ0YyamxhVzUvOllLTFAuVlYsKV48Y0UyYypyWSRWJD9AXXVBa1dRIz5RUEQjKTg8cEJsQ2NoWnJdP3FoSkRUbyZUMyxEaG1OJm8vIkhwMFVhOCpGKzddXTRtRGUzLGs7YjEtSFkjcWhmKmlPSFRqSE5xdXJpZW8hXDNNNmYuRitbbmU8Il8uXSJFNG9KKjwybCxXTVpjUVEuUk51Zj1KK01gXGw/VkVDbmVbNjNha1AodDwtXFJtPzlQNGEiZiJaW1tkbEBdaFVuRWQ6K0xoMUJUZyNWcXV0LlxoUiE3K25lWzYzYWtPYUBONF4jazQmN0pZXy5dIkUqVzFXNVMoK2UtcjoxWV8tSFRLWzAyZ1o+U2owKjZeTC9saWhIR0VGbnR1LUk8I0V1YXI4bCUpa1YkOSFtJS0/SSIxamM0NEYrIiovV2dqckYmZkM7QkFmMWpQSj9vTDxdSy9qVCQlazdeSD9mM3JtbSlnVldaWmxucz0pUz84bWZINlxBSEtkX1cmI3JFY19vaylvQ2I8VFA2LlhPY15TPlc4LmJobEEiWzhbbi4pYW4qQGNqUz86WUgqRl9pSS5nJ1tAPG5vInJkY0U8JGgxV2RdTiUrSSlqJWZzSCpkSGQtI1s1PGE8J0NxOllvJyM0XHBSTzRpOyR0bC5QLTljbGRWcFY8U3FxWWwqVilTKWdiTz9FMFQqJEhsZUpdR15dcDdeVXNHNj5qNktuczpfQlxBLT5KbSwxX2EyY1g7XmJFRm05P2lPNGRuWWhQPVZtLSpcYVcnSTRkUW1OclcwIUxFWWwqVikpcy1QUi4oOF1GT0lNckpyOGwkPmlwWGt1RzRWWW8pbTZGQ2ppTWw7bikhZ3NvVmRpalgwRE5gYWE8Nz9wPkdXOVcvcXNzWWwqVilIZkZNOWFMMV0+TztrJSNyOGwmNG1JMCM8Rm5WYnEpa3NTN2ppUC10bitpPi5wU2ExI2hRP187YWgtTU1hRXA9KU5zYEZRJUVpK01dVzskJDRlbDxBOydHXDBCREtgN0dLSl9qSCMqJC5fVksqNnJwby5DcVxwciVEO0wyXEhfJj5lVCJJZ0pBKidpO0hQXm4kSDI1WElmQWdlWl1YPCRnajAmKS9Jc0xVNm9KXS5vZzpUQGJRWW8rZ28mUDVmRGolY0BHcVw6VW1tQCRFakYtJyxUIk1JVm4pWlRLNy9sYzxyUUYodEgjKiJYYzFUa01yOGwmdGtcbW9CWzxaXVJEVldqb0gyI1oyR3JQWjc0bXJCUnI7REV1YWgtaixKQG1cSm8oUDs5LGskbzIxXC1SYmIyNS1rUC5aNm5hNWlmMFErcWdCOGIrcUBTV249OD04a0NYOGIrTTRyMmI+MmsqXWosbz0nK1NablwlXFNyTGtMbnRGSyRtZF1vSE1Dc0goXGBNa0lOU2ZCT3EpPFdoLk5dcidXYS5jNj4sU0VLS1g+Tj1vYC9hbzAzcDNKZE9lUSFkJTNsKkdjZW1TMTM3NyJcdUtENHF0WDU2R3FqVGAvXEgqISluVD1yJGNqamRwVEQpT3EmP2gsOklDPzpNWWtPSjstPGZlRDxGRCxBK0dOU1J1Oj9NcmU+N2hrRSVMak1ZZTIrWEtfVWNoanU+S1QuPW5pPmJvNy1wTWAySVgyQTIhJGZmKTxRRzRnJUluYFoiOG1FMkxVVGpbUGhGZVs3QjxLMSxFPC1FaWhuP15MMjZIIjU+U29EKEBKUk8/Ml9Mcl0+X3JqS1ZDRi1IPTgxUW8xbjYoOUBHRXUham1VWFNeNS9BJSxxYi5HVXAwZGltdW84ODQnMUZZXC8+WHM/ZnNVKF5ba11lJGZjc2wvOlRoW11fOksvLHFiLHFYMEROQCddKz5CYC5gMTUncGNWJVdpcWQ/RUZJWVdrSzddM0dKTHNAYEdOZjNxV0JuVG4qYzR1J1FIM1VuLDZNMUhNXWVkRiRhbDlFdDlXbXJlPU0uV2I2PktGJjFwbXJXXFxBWVwuc1ppLDI+XXIhZlZbcWdRTCljZVknUnEwUTNkbSFjbm9jZVhzUnE3Qm9RcmRNZyxjWCEpL3E3QkwtaVZlV3FUIj9oPW5lV0VlQEYqcmlhUyFrKVxcQXUsJFtXWmA7UWInclJKaGldPk0tOWxwTXJGZzhhQSQtaFNQbCddcGVoPDhpY2hSYkY8XmppZjwxXydhRWovM2UtXGpnO0xONyhXUStyJSppV1dyZyhXQDZnJSdIKHE0NnQ1PVMqVCRWUWpKPTVxKixoJVUoZj5UODFePl9yaktbU2xsLlxHVnVaQmtfXXJLVGYoSD1fbU4kUlYvWSk9c1UvcDwwS0V0QC5LMnVfXyVNSm0oREVcSXRxVSYucmYiMF9haCFXVVx0cG5BP05rKW1EOm0wYk5qRjchO0ZccT01cSosPD0xLDhGWyJPPkhQVF08LF04SVUpMHUxUWI+SSohXER0LEVLdTxNLiwqX2dRWS4uJi5ZZW1ZalNWUVtcWmFmIUFFS0xTNWs0S2guOF5IQ1JTJkMiMCowa2E0XmpVTUU9NTUmUjdjQkhBWCUuJFdaYWYhQUU8LUU9a004Ky5cIjpQUjJpNCQrbjZ0MWVqIy0xKz5dR3Q7Vz0jOVloKityZVQjREYnTTQ6RjRHMkFFLVtJJSslRUtkbigkTGQoPjRBPXEwYD4oPWdTIl09QGhYYjU2bW9gbjhQSVRRWVlOPzlTNWxbRnAnZlVzZ1g3MCRELi5lNjtNXnJaWDJjL0lySXJGLGpaYWYhQUVGW2w1QENZV0woMEI5OkRXJTk8IS1FLyppZWo1RE5WWSVfJ2V1QG9FUShaMypyPlEkUmolNnM0YzpoLicpMD5NMnIjWyhuKk83X0VLZG9lWTVRPmFQUD1ANmA+KD1nXTRdbkQyY1xfaEhQVF08LGpwRDJeVWAlZyVkNyYjRUtkbzVwQU5uTmpJT10pXERlaVRRUTFEN0BjU1FZWmFmIUFFVyU2YF9oSDJvV0ZwNGk6I1wzXnI4bzNiKlMuUixpWy9ZLjxvVzUzZjxgIUgtPzI4XU0zaUVzY2YwaE9gOWVvP2U9T1ZvMnNMIT5hWkkiRkVRKForSUg2c1RaYWYhQW0zX0NhbW9gbjhQUC9vcHJ0Iy1rPW0jfj5lbmRzdHJlYW0KZW5kb2JqCjYgMCBvYmoKPDwKL0JpdHNQZXJDb21wb25lbnQgOCAvQ29sb3JTcGFjZSAvRGV2aWNlUkdCIC9GaWx0ZXIgWyAvQVNDSUk4NURlY29kZSAvRmxhdGVEZWNvZGUgXSAvSGVpZ2h0IDMyMCAvTGVuZ3RoIDYzMTEgL1N1YnR5cGUgL0ltYWdlIAogIC9UeXBlIC9YT2JqZWN0IC9XaWR0aCAzNjAKPj4Kc3RyZWFtCkdiIi9sOTYpO2cmT2BoPmVYVDgrZFFNWkZQbm1RMU04ai8kJDM7ODVOYzljbTkjSVk2JWc2MnBGJS5ybT9YTmoycWQyU1I5MXFvTmxnT01pJyNVYStVUiUyXWQnPzQmOkhlYVJEZDdfWi1eNWdYXERlUXFoJiRJbEJcWzY/YEdOTktQPUQnJ10oVDkzRVNHRy5VXzBEX1FAME5NZ2JyRVwvJ3JaZG9dcmluaWpSZkxEIixdbzwoRjhZTV5yWmFZMGQ+OVxTOj9tZTdXZD9EOFdiI2kibj1CKkd0WChZLi8+WTk2XkUkUyJQY19JMjVvPipvKWA2UzNxMmRTJ3AnZy8/WkwiXDlqU0AqQi1xPD04LGomRVNHSEFZUEFFQFMzJCoqWmFmIydpTFg8RGNlS1hjPmhXaDFgR05MVV1bbXElXS9qaXJaYWYjJ2lMXHE/LE0tITtmQ2A5T0VTR0c8bV1yRExXL2VMZC8/WkwiXDZjWGhNPGJQX1U8aGhWZ09uaGhZMHUtLXA0am1eNSlVcS8pbTkocWk3USt0XidGUiJNXnJaYVkuSE5eL1Q3MEoiTUUoP01WRWspK2NVLWQpaSs7Vm1eJ0ZfW2MnW21qIVQwTWoqTV90bUJhPV5bYyw0dGojUWhRaFkmWiMvP1pMIlw9cT5xNE03cig4XGROSi5ySDtEWm5yZ09EbGRna1hqPyFhZ09nSTsoQSZYJGpmQGBwYHAnaD5palJnQzhgT2dgTDQvNS1JMjVvPjJWXnU/NFBucEttTjguS2llbEtGUmswT0heYDFVVzNuVl9aPl1KVDFhaT0rNE5xZDRFM19LNiJZLi8+WS0uNyNeXiUoMV9cIillbldUSGguYG5cSC4ncUguNSpHZmRDRElbU09idD8nOFVDTzw3JyI5QU1zIjNISGE6KFdeUl5qJz8wYzArKU9sVSlALnJjTUwmTURKV2E+cD9tZUV1RWtnckEuP2xnbCNUJTlLJTRwS1dSMFIjPkk1P11kLnJaakElamRhSCE7XGhEcjZYakdNJS9EWk90OStCOnNxUmpXNDhDYlVUbmwmYjw/PypxQVFLOmhLPFNmLCVeJCc3KDFaK0Y/Uk9gQHNGLGNOPGZjMFc7IU02TClpanMzdWY3RF1yOT4vMiY/WkYmLWs6VSRDSCI0NmxqbFwuc1xGLy8mcTNPJUs+Pz5qWmllbSdJaDNgUzhqMDQqJms6PF5GbWJHTERRVCYxJ1F1S2UhTVgvUkRTcCNDc1onZlVwKWsnaTU2TE5lbzRhQTlIWCNQTUM9NTtDZyspY0VMWS4iW2IoMEI5dWpZR0taN1dhRSRxXmVuWzVLZGk8amMvLEYoMEI7W0NATSxsRiw7aWcpTGZZMU07K0VQaipmYSlQckkiQ05eJFYpMldqai5VRzIuWFJsOmhIJW1GKFMyV2hTRFVHMi5YVGY1YCwhLXRgY21FMFIhWW4qI2xcXk1NUEI3VydFaVxvcj04WVwhLkYwLkNwOic+Tz1gLDNeLVB0IzM9a0BTWEtTLiIlVU07K0M6L1dJV1tjZk8iYzRXVUszJyI5U1NnKS41Q1REUT0sRkErWjgtI1I0MU5caCs3NSRiZzA0PWxUKSciOVNTOWNBXzJUMTdcQSojWlV1TTsrRGUuPzIzVzpHNldLQXAoSyYua1YpZGlAUUhRaFBabydUJ0g+dEZhZFk6YklMVXQtWkFicVJRQipoJkpfY29mXTNNOUpsMmooNGVncmVOZ1tObDspbWshXE9UV1NvJyk7cmlpO29xUE9qWzRcT281VTVrWDtsXDxoNlotYFhXJCV1Myo4bEBXdShPL1RRMmRPPUpSNmZYMChvWEs4Kiw5QUpfKW1lNl41PjlwWXEjM0loXDtsN2lOUFtrREFEWykqcXJkZ29vZFwvO0ZOU0FlUE47WkVidVtFTUhVUGgxOHUjKmU0LjdHYDJgRmtbamEiaSQwJEJjLGIuRU5YPmZKdXJadFBkUTZ1MDpgXk5jXFZfbD1iYVhpYVgtSV09P2ZIPkZgP2FgSCxzRFlYakRtT0leTzouKDYrclAxISw3RmB1NGBCPD1WOGIuPm1RNEtidV5Ga3U8Ij5pXiwuQ1hbVTxRSz09NEBjLzxucDVTVjlqVmk+UGU9OFYtSFlUS3FhUVhaaV1cRT1JVEtpRzFlRCJERF8uamkyUXNXOjosdFYoalJyMiM+b2cucGFnbGA0RUpQc2BsZz40VzNhaFItRV00SjNoS1ZKUWpQQj1GbjorXU4jQWReQVk0NGQ9TkBDO0FuIilJbXM4LnM/QC5QIk9tNy9VRDlbUCwyXCVPTm85OkRwSVw0X1VVbzo7VUludCgpOXBmRUhNImUxajldNlxZa2BZOy4xcFdzbEpJVi9FZ2ZYcz8lTkRsJCJWSikuKjAmQEhFZl1RJkhqc0IhU3JLXGpNOVtQLDJddD8pdGFVXUpIYy0qb1lQSyoqRT02LlVvUE42bFlgcGVjQEkyNF9aRHNtN0o8bU1SRURhJ1U4WUhLbT41PG8mTWZZITNTTFhJI2ciKjM2MjFlRCJ0RFtcbCQ+LU46YUVtTFI6NEJePUxha1REQ3BxJkddQ1xYbFFsOU5QSVAzWDxPaU5aa1NQckhqckhOUTIoaSh0Ry1IMkRTZU46SD0wIVY9R1EjaShVdSloLl9HZ0RdZkhXLW5JcURiU1AoSCkmJi1yLltPXF8iS2RfZ2NJMC05W1AsMic+LSd0T3QoVWlwPVssJ0g3aiwwZDNPIVldSjk+VSZwOyJgZnMuRVZHISYwR11FbTpfaFk9XSYwNmw4NzJzQFNMS2YzKWpSJWQxQ0FwUnReRDk7J25tQl1HU1tvX0ZSVS5PbyZIWGxpKVJIZj1pbzZEVz08bzA0PDhiMiJqQSwpVS9sQEE4Q0ZBJTY3Q2pobkw4Yi8wbGo3My0zT1cqbGZVbydeVGlsVzM9MWVIT2pEajcxJlthM10+T2JVTjJMKmsjSGxdJDo3XyJOJldONyplSGRhMDdiYklvVnVgMk5qSWNgOHA/Zy01VzxeJmlSaU1DLUgnaS9KbStMUHNYRVY2W1InaEZMLCJqOT4obiYvOVxNbUJhS2wpQzk7SVVJayU5R1tuZzhWby81XT1LPSQ6MmoyUTZIKGhsKmA7KzlOW2ExOG5rYCEwOk80Ty5HclZfYGhCYDkoIiguKGY9JjZkKFIyKEFtYCJEPDotS0RaRmptJlApKTVWPl8qX1dfMGkmX0lvQUY0bGZEcWcpWy5uJj8lPlYxJTNZNU9FdT4/OUErZzUhLEsxbnEpM3VcOktocV89Zmw7XEBkcl8tSFYyN05TdHFlRzZRYWFUWkhbbjE3QktXKCNCZEYiNXQ6KWpiPEInXUoyaj1qTHJNT19rISVsaEIlZzJuWSsvaVlJbFNZUE45RXUpdDNMLFpwISYqXTsxQTEuclMsLyxeSFRiYGMrVEUqUSVPRzBOViJVSCIyXllhYTlkQUw6YiRGU2cxJmlUIXEiWFVYOj80MEQzPihBIVZORXAzQFM7ViElOzwxN0JLV14ic1VvRDdXclk1KTJiSjRnMkxRNz9jZkdnKUlyc0lHUVlXVDsvN0FTbGFkOVUuT3E0bVokMDg1Tzk4Y2NPJiQ9Y1JXcC1kM051VkdbbjgqR008PmRGK1EsZXFPR0kqYi5FM09ha09dUG4kYCkoRitjYFQ4XSpdcF1KMmo9alIpI2ZpR08tRkgoUW1oaVNKM21AdTtWVGdXVVZTJTFndWRkY1kuVFxHJy5fUiVkMUNwQEg6Q2NgY1YpbWRrTm4mXmtYZVpiLyJdUE42VEZOVCU8ZW1PP2slakdkXCw4YCRXLCkiLCUpKk9YWGAyajJRNkdvTSo/XEc5WlhQXSZoRDg0SmcobUhvbmxybVBhO19KX08sN1BeRFhEZ1FFODkrY1QrJloiQ0JCNmUhRS1IU3A/TkZAcFlNW1VkPXBISGI+O2AlJ1AqY0RJbjZxInFUTDNvUVNOQEM7QTA5bkpORT8qRyVeSD5YO21YOkJbVkopLipDdTRxQnInUXMjKShmMidHZVNxTiFSRmooNWlEQS03WUVnXWRKdURlX2pIaFMuclVZbj5DKzFnKkhsLHNUJ29TISljSlJiPzxWN1VVTVlaQUlLTXBubzkpJjBCVGckUGhLVGpgVCVFc0VTQGczcURiU1AoSDAoI283U0RnPTpJNCp1L3BVcmEtSFJjVl1TbFNHcCQwa3Vqa1ZHNEB1O1ZULnJUZiszWGU0TlohaU9qbzU5ZiowaCU7ZVByQ21eaDVIOCZZKlFeVDc/Y2V0Mmw6bEhWMUcuXFdTJGNaVExuXnMpalxSI2RLJVUvMDZxJmItSFJjVihmUD5saiwxTGhPdUZxKlhmcCw6PSc8NTNdT2Q8c29ldUNXRio9W143NlcyYWBtNydwP2QkME43bigxMnIqJT10TkpsbC5Dcyg8KiVEQ1pvZCRFTzYycGBncWpVRmxERipmJW1bP25OXDc/Y2V0Mmw6aytlLGMlX1dTJGNaVExuXnMpa1kjb1c8NHNGQzw3RG4xZUQjIWokVjcnbjMobW9rMXFHMkB1O1ZULnJXKFlxKVMtNWNfS1VYLnNZV14tSFJjViRvOycyMDc9MFdtcmxlbDtgJSdQSCIwVmdYLlJBUUhXJ0ZTJ01YYVdmYyw5Vi5dMy5eSUtNcG5vOSkmMEJUZyQ4aEplVXNdLCYoXEghWmhVUDtmQFBQLls9QUUwU0FTMCJrMGdnQSlmMGAmcUNQVVJeKWIpdCkuIWY7UEIoZCpEQT4sTi9DPylbUDUyaE08az9yUURtYz00THIvQHU7VlQ5QkQvJzkrQF4tR3A9MiRQKmEzLlJGYDxIKlYpWlRSTnNQQzJ0QVVXTGNYVVZBMkhtN3A+LjNGa0NCMzhHcD0yJFAuLm5aJERkZC8hSTVuLTlwMnVqMnAxUz9fRF5KN0EySG03WTIwL0A3ZXBaV05GWGs7aE5tI2M/SUphOD0vZVJEODRKZyhtSDRxOjFvZ0RCWTc+aCYpLDY6J1I1XilRLi11I1wzb2w5MjFlSFAhaFFVNlZLS2ElSzZmKEAnUE47LGklSyJsXk8/VFNBNmYoQCdQTjZUPSVEK0hpcVJqMVBLS11xQFNBVkpPXTdEPE5IYjI0O0RdX3JOJ0BcMUQsYm1zJT9MPGAzSFxeMjhCUV9COGFfNmpNcE5nPzxcY01MYjwjdE8hMTdCS1dWO0JrPUJHXj9wVj0haEMxN0JLV05TWlkqQF4oOEViYSJBbmhPKCQvbm06TD1fb2k1PEI6IV9mSDAoIzdSTyU+amhKZGBOIThELjViaWg1RG1IcmFvI0dGYFtoVm50XEJkIS4xLC02LHRIIjJeWWFhOF8jQC4tcmg/SDouWDdQXkRYMD45QGJWMUlGYlRdI0IxMTdCSUFcMlBDZSFUKiJRcHNUX28pdTQwTFlMM0M9XStBOFVQTTFgPiNNTEVMPiRZLidKb2InKyguXkMqOkkzMTw4aychRlJRckhYVCcuO29Ncl9FYmF1dDZOWWYmXFNVOysoXVFKMVBdRGROPEQ+aSJRVjFlRCIlRGFbNSNcXi85IUQzO0puTiRjWilqLEYxVStTWFBxOTkjKW5QMGtQIzYraT0pJUhLXStRK15KbzdQXkRYMDdsLSdNdWhldWVNPS1saEZMLCJqPVUqcVZET0QzXU48U01hVyY/OFAuXDNaODxzSSNUPTwiQk5aXSo1VDhkTkldUzU0YFFOaEsmOldmRGwrOnFQRi9TTDxbLS9MPT5Sb0F1P1x0cVwsW1FbTDcsXkshcDsoKW43NStibkNBKiZcIVJOdWdXMmVvMT9naDJ0MkRRZ10tNz9jZldvTD9BSk9TZUJFVGhVaDNWSikuKkMjMTZzIydjYVwubyUsVWBZOy4xMm9jaltkUW02LEhVW1IzaE8oJC9uZzhTYDdpS0hzTltYWUliOFhBOjhgIi0hNVkyJ2djVSRbSUlzR09dLUhSNGklRWhbLkAsPz87N3MybGw7YCUpJitFJipuIUxVPkJmNV9qWGEsNjlkaEMuUSklJSg8PUo5ZWJJPy46JDk5W1AsMmg3WzZlOlk8PT5cYGA3PjJsOjhPXVk8NyxPIVNXIWhWOkpAYTtcJjc4Uj1vKi8uRWtAPzNdaSszb2w4TFJPIyknMmNgRVwyRDVBXDpFQiNHJ01YYkJgPl1hYCNiLjA5XTVfVFZgWTsuMXBXc2w2Y2NgUDxXT1QhQS1aO10rLF5FMXVZcTZGR11QUUIiNmUocCxkM08iSF1sPjUqakxnLk5xYmJLVDtgJSkmNGA7PDQiJCYiXmY2RXRaYFk7LjFHSmJBVGBXND1YYk0+LWtIL2ZXNlAxU00vXCojKCNhcj8rTFAuXE5jQlRROyNIL2YkJVAxUykjNG49TC1HVD9RY0dvYjlYSCtnbDwtRWpxLzkmQTJmUE42bGFJNyRHKmY/SkBuUk8lPzdEWVtEN25FWmZvOi1iJChyUDEhLDhDXTs3YEI8PVY4YjBVVVFCLmQqWG9iNlk5SmwsZCslIk07PEJbY29RKWY8MTw7MEdkbjdwSyklPk5Ic1YkWnQxOD1uIz1cWCNIUzNvcSojXS5BJE8uSVJuPCxdQU1yYjRDTDs9Uz9CbipkUi1kUC5XKmhXNkhpcTksWjotLUVlIlVQLipndEttQ1hbWEsoNFttLjgtVU5QXCYkSCZpNkFCXjFbPFU5IiF0XUE9Yy0vcmkhUk5SMC4+a2hjJmlPQlhuR1s9KkswXVJiJT9tSShXMVFbLGEqZiYiMmYpSi1FS0tcWi5fT3VNLyg3aUZDNWBAXiciTmdbUT0+PldhPWE9RC1PW3JDIVwlRUNmITdXX3NWYklMVXQtWj03W29fPW06J2MyTy1VKDJJZFYyV2k5UD8yIUdEUik9YU5Vc0ZxPW51PFpnUmFuNiVYSSo9Ti8qKkA9NXBbT1ZQdXI+ZldNKDY4cyRScltsbFo/KlYuM1ZYaEtiMlI0RTozRXRkRHBhcjs7LUVAdCgvLSNTJ0lab1s5LWVfMyhzWygtZ1k0Wj89XG8jPVJFKnNDTSxNOytVQFZbZSFpPzcvNm4zRVAycUUkTmpVRF0lZkVxOGRWJ0RMOE91M29nYENTW1RWZVkvRzInb2k2ZFtFUywsPF9zdW5eaCJGdUNGaVlMTElDP1ddTVJhQS80bm5ZNyM5UzIvcHFEWyNBWmlzZ2NaTCtBR3BCSyQjXm1JaWd0K1MvRGc+aWZYKGdhZFA/MiFVbVwpXSZOUmBKKVQ1U2dYRUxGQWxkazVSS1puX0UpYD4oPWZdL1Q/UGBhSnR1YzwiN2pLPURrYTA1anRoRnNyP2U1KVVxb1YsbGJkaEZOX3RAQHRMUmYydFpeSl9WMilkTz1JZ1xEbDVjSU49ZmhPWD8oKTUpVXJaO0FoK2tYWitbZSZUa2JITUFzTEFXMiYsZS0tUC1cL001OEU0N1swZCteLyc4VjQ3JWhlLVtjWnFndUw3Qm9iXU5EYUFIOTZjQmQhSlFtQTc1IipcKWVPbms5NF1nWE9rRV1KSWY+bjdAS1tkXXU5JjAsRktNMXFuMS5nP3JGIVleTjAlPG4kOXB1WGJCQHUnXi0jUyZeSmldWHRRM1ZkSGdPPzxEQWArY0YuVnAhaT8hKjkjJyI6JDVuOiZAPFNWSCxhP1pGJG9pYDwkJywtVSwoTXNZbzInZlVxUVUoNnExRyVuMU9ZSU5RckVWJihQcVc5WydeViVuUE1WRilaWDpFOmBwNzNIIz1eNXM5RUFRLyhRJDZyWytGUCMsZ2gsPXVGaCRMPGgndTBsYD4saigyYUpKSUdySVg8ZW45IUFEOHFROWEnbWk8bS9jb2A+XUg2UTZlL0g0cForbVFaZDdXZ2dQZClMTmtOKVxZP3RdNy8/Wk0tXDNZJSoydEVSLyJNKWs8TVZGKC9Ub1JbOS9wZFRlWmFmIVFqMTs6JC5CYU8rXlgobnNnUGtJISVTKEVDNSlVcS81SGFHc3JGcmUtcUNKZVpjKyNCTWZ0bjJFV0goWShgPixqImZCWDE1cEBpSnJqMk85QC5ySTAyaVAjNislP2VgLUkyNW8+QiYmUlhyZi5wRk5JMU9SWS4yYGRnWGdobyVAK3JgSTI1bz5CJigpQ3JsUFstN1k8bV8uckkwMkwsc2QnJztYJEtjZjBpOk8xVE4uSXJdVitkQUc3TE1WRikqMm8lQDI5Y0JUIS8/Wk0tXDQuIVZlYnIuakhoOkhHRUxVciIyVFY0U15IUlErRERTRmEkZCRoMWZrNTxERDhvIy43YjloXi5ySS1xTlxQa1M9XjVzOUVMM0trVjU6I2JwJkZdYk0jUkpsM1NKSH4+ZW5kc3RyZWFtCmVuZG9iago3IDAgb2JqCjw8Ci9CaXRzUGVyQ29tcG9uZW50IDggL0NvbG9yU3BhY2UgL0RldmljZVJHQiAvRmlsdGVyIFsgL0FTQ0lJODVEZWNvZGUgL0ZsYXRlRGVjb2RlIF0gL0hlaWdodCAxMjAgL0xlbmd0aCAxMTI3IC9TdWJ0eXBlIC9JbWFnZSAKICAvVHlwZSAvWE9iamVjdCAvV2lkdGggMTIwCj4+CnN0cmVhbQpHYiIwUzk5LE4tJi1VQFxFIXAkZ3BWMjVzMGFrMXRuNyYxL2xDZkBjJmMmSVdZbGw5QUpWaz88RT8nSVdzI003Qj9BUzlPSD9qJUZDcWg3OmhvRkArSiVYZ2xMUk9Cay5uPTJNJXNITUo7bFFaVWdRNl4xLEZvb0BIMUJEVVM6dUdyIkIsaFBRS1ojJixIMyVOJGYwKz1ARlNlV2peTi89MSI4Ikw8RTs+KiIvbEdhQ1IkTW5nIW5pSyU2Z0QpV1JTJkBEKSsmXDRSMForQXM8KnMmcDcsY08yYlpeSz1baGFkbTktKVZmKFxhKEQsXzxXSSRXbUFzX1peVz5kam1WSDJlZjZnSGhPP2BpOExnVlRBYDxON1o7STIiLm1QPFNzIVguMiYpNDJbMypjSFwyMVNKZktpQjI+QTBjNlFxdVphajE0Qi0rQTlmaUc7TDFETGVlQ2FgSDJSPm0vR2VsRkJhKi5TSD5RNSZiMz9scSxnRFdyXTBPbD1UTFcuPzkoazhEY08mPF8qWUM6RkpvXE0jZ20sMkpZRDw1RDJrbXJLcj1fOU9kYmwiKEBZO1hLQFMpUHJsVlFNKEQ7XSo8MWYjQHUlXFR1Mi9wQ2wrPScxMy0xaTwwRl5UTEgxLGUkV0A2ayM+aVY0NU1LPkhGN1BGPW84XCNBOyttIVBGLCFVJE9WYCwqaTFRMUhZKCFpYGB1LjJxXVlpYVM6MjlVNGdZIzkmXG5YPV1XM3RmLEIqNF5gclNQbihDPjEpQVNbSHJPalIlbyZJTjNNbXFsKG1aREooPylFN2pSRVRwPzUkU14jWmFAQ05RUEgsJVtQSXI9NUg2QyckOkIqZSZRZTk0OyloY2pyMSdzZD4hbTxtcUYjO2Y3cUIsZEU4cjlcO2MxTC4+WUQ5MUZIKE8sUXFYNyEzdFpRRT1GXXJYIXM9XC02JzFEWCteXW9GbE49XGNZZDFDbVc4czF1dXNBNiRjT2s4N19pRmcqWjM0Y1hmdUYzYSplPzo+Jkw7TTJJRDlOUyxgYmwvVGQtXlFFS21NcGFeVGhoaDQoaWpyIW9fNW9NZEU9UEBXdTxrNTM/PitCMjtDM19XJFhDUTM/PiJLMjorQFNWKHNwTj1dTGpjczNdbDIjTkJ0JCdQRDo1O1UuI0hyY25yIVgjVURdNDZPJCUvKlAzU3A8NzspPG4hSS9ENF0/WFdON246Zyw/LkA5UCVpTFs6KkJrTlQvNGxDQC9acSFxaSxDZT5kZGtkNExsbmUxJl9RTV9mPjtQbDdWRTFNWldKbXInamxMcW1MUSo0X2lOaHItYmNKX1xjLldIIitwNkxPMSsxJjcnVzZaMjotUUZZNTksJ1M3PnE+QUhKLDdlYE8uKSJeSCtPPiNYPitLX0VPTjA+XWAqVHVfYUhOLlVEVnIhZWFNWE8lZUZDV09TMGNcVGE8UjdIZS9kXkhiVW5OMmZcJk9HSUdWb3QsMDhmODA8K3NSSzJtXkZ+PmVuZHN0cmVhbQplbmRvYmoKOCAwIG9iago8PAovQ29udGVudHMgMTkgMCBSIC9NZWRpYUJveCBbIDAgMCA2MTIgNzkyIF0gL1BhcmVudCAxNyAwIFIgL1Jlc291cmNlcyA8PAovRm9udCAxIDAgUiAvUHJvY1NldCBbIC9QREYgL1RleHQgL0ltYWdlQiAvSW1hZ2VDIC9JbWFnZUkgXSAvWE9iamVjdCA8PAovRm9ybVhvYi4yYTg4YWM2NzEyYzljYTcyN2U0YWQ4ZjI1YmNiZGFlMiA3IDAgUiAvRm9ybVhvYi42YmU0MGVlYWFmMGQ4MWQxODc1MGRjMGE3ZjlkYzIxMyA1IDAgUiAvRm9ybVhvYi5lNWMzMTQ3ZDE4Zjk4NjdhNGYxMDhkM2E1NWEyNDhiNCA2IDAgUgo+Pgo+PiAvUm90YXRlIDAgL1RyYW5zIDw8Cgo+PiAKICAvVHlwZSAvUGFnZQo+PgplbmRvYmoKOSAwIG9iago8PAovQSA8PAovUyAvVVJJIC9UeXBlIC9BY3Rpb24gL1VSSSAoaHR0cHM6Ly9leGFtcGxlLmNvbS9pbnZvaWNlcy9JTlYtMjA0OCkKPj4gL0JvcmRlciBbIDAgMCAwIF0gL1JlY3QgWyA0NSA1NzUgMzAwIDU5MCBdIC9TdWJ0eXBlIC9MaW5rIC9UeXBlIC9Bbm5vdAo+PgplbmRvYmoKMTAgMCBvYmoKPDwKL0MgWyAuODMgLjg5IC45NSBdIC9Db250ZW50cyAoVG90YWwgaGlnaGxpZ2h0ZWQgZm9yIHJldmlldykgL1F1YWRQb2ludHMgWyA0MCA1NzkgNTQwIDU3OSA0MCA1NTUgNTQwIDU1NSBdIC9SZWN0IFsgNDAgNTU1IDU0MCA1NzkgXSAvU3VidHlwZSAvSGlnaGxpZ2h0IC9UeXBlIC9Bbm5vdAo+PgplbmRvYmoKMTEgMCBvYmoKPDwKL0MgWyAwIDAgMCBdIC9Db250ZW50cyAoVmVyaWZ5IHRoZSBoaWdobGlnaHRlZCB0b3RhbCkgL1F1YWRQb2ludHMgWyA1MjAgNTI1IDU0MCA1MjUgNTIwIDU0NSA1NDAgNTQ1IF0gL1JlY3QgWyA1MjAgNTI1IDU0MCA1NDUgXSAvU3VidHlwZSAvVGV4dCAvVHlwZSAvQW5ub3QKPj4KZW5kb2JqCjEyIDAgb2JqCjw8Ci9Bbm5vdHMgWyA5IDAgUiAxMCAwIFIgMTEgMCBSIF0gL0NvbnRlbnRzIDIwIDAgUiAvTWVkaWFCb3ggWyAwIDAgNjEyIDc5MiBdIC9QYXJlbnQgMTcgMCBSIC9SZXNvdXJjZXMgPDwKL0ZvbnQgMSAwIFIgL1Byb2NTZXQgWyAvUERGIC9UZXh0IC9JbWFnZUIgL0ltYWdlQyAvSW1hZ2VJIF0KPj4gL1JvdGF0ZSAwIAogIC9UcmFucyA8PAoKPj4gL1R5cGUgL1BhZ2UKPj4KZW5kb2JqCjEzIDAgb2JqCjw8Ci9Db250ZW50cyAyMSAwIFIgL01lZGlhQm94IFsgMCAwIDYxMiA3OTIgXSAvUGFyZW50IDE3IDAgUiAvUmVzb3VyY2VzIDw8Ci9Gb250IDEgMCBSIC9Qcm9jU2V0IFsgL1BERiAvVGV4dCAvSW1hZ2VCIC9JbWFnZUMgL0ltYWdlSSBdCj4+IC9Sb3RhdGUgMCAvVHJhbnMgPDwKCj4+IAogIC9UeXBlIC9QYWdlCj4+CmVuZG9iagoxNCAwIG9iago8PAovQ29udGVudHMgMjIgMCBSIC9NZWRpYUJveCBbIDAgMCA2MTIgNzkyIF0gL1BhcmVudCAxNyAwIFIgL1Jlc291cmNlcyA8PAovRm9udCAxIDAgUiAvUHJvY1NldCBbIC9QREYgL1RleHQgL0ltYWdlQiAvSW1hZ2VDIC9JbWFnZUkgXQo+PiAvUm90YXRlIDAgL1RyYW5zIDw8Cgo+PiAKICAvVHlwZSAvUGFnZQo+PgplbmRvYmoKMTUgMCBvYmoKPDwKL1BhZ2VNb2RlIC9Vc2VOb25lIC9QYWdlcyAxNyAwIFIgL1R5cGUgL0NhdGFsb2cKPj4KZW5kb2JqCjE2IDAgb2JqCjw8Ci9BdXRob3IgKExpdGVMTE0gcGFyaXR5IGZpeHR1cmUgZ2VuZXJhdG9yKSAvQ3JlYXRpb25EYXRlIChEOjIwMDAwMTAxMDAwMDAwKzAwJzAwJykgL0NyZWF0b3IgKGFub255bW91cykgL0tleXdvcmRzIChkb2N1bWVudCwgaW52b2ljZSwgdGFibGUsIGZpZ3VyZSwgYW5ub3RhdGlvbikgL01vZERhdGUgKEQ6MjAwMDAxMDEwMDAwMDArMDAnMDAnKSAvUHJvZHVjZXIgKFJlcG9ydExhYiBQREYgTGlicmFyeSAtIFwob3BlbnNvdXJjZVwpKSAKICAvU3ViamVjdCAoU2VtYW50aWMgZG9jdW1lbnQgY292ZXJhZ2UgZm9yIHRhYmxlcywgZmlndXJlcywgYW5ub3RhdGlvbnMsIGFuZCBtZXRhZGF0YSkgL1RpdGxlIChRdWFydGVybHkgT3BlcmF0aW9ucyBSZXBvcnQpIC9UcmFwcGVkIC9GYWxzZQo+PgplbmRvYmoKMTcgMCBvYmoKPDwKL0NvdW50IDUgL0tpZHMgWyA0IDAgUiA4IDAgUiAxMiAwIFIgMTMgMCBSIDE0IDAgUiBdIC9UeXBlIC9QYWdlcwo+PgplbmRvYmoKMTggMCBvYmoKPDwKL0xlbmd0aCAyMjg1Cj4+CnN0cmVhbQoxIDAgMCAxIDAgMCBjbSAgQlQgL0YxIDEyIFRmIDE0LjQgVEwgRVQKMCAwIDAgcmcKQlQgL0YxIDExIFRmIDEzLjIgVEwgRVQKQlQgMSAwIDAgMSA0NSA3NzAgVG0gKFF1YXJ0ZXJseSBPcGVyYXRpb25zIFJlcG9ydCkgVGogVCogRVQKQlQgL0YyIDE2IFRmIDE5LjIgVEwgRVQKQlQgMSAwIDAgMSA0NSA3NDUgVG0gKEludm9pY2UgU3VtbWFyeSBhbmQgTGluZSBJdGVtcykgVGogVCogRVQKQlQgL0YxIDkgVGYgMTAuOCBUTCBFVApCVCAxIDAgMCAxIDQ1IDMwIFRtIChDb25maWRlbnRpYWwgfCBQYWdlIDEgb2YgNSkgVGogVCogRVQKbiA0NSA2MjUgbSA0NSA3MzAgbCBTCm4gMjQ1IDYyNSBtIDI0NSA3MzAgbCBTCm4gNDA1IDYyNSBtIDQwNSA3MzAgbCBTCm4gNTY1IDYyNSBtIDU2NSA3MzAgbCBTCm4gNDUgNzMwIG0gNTY1IDczMCBsIFMKbiA0NSA2OTUgbSA1NjUgNjk1IGwgUwpuIDQ1IDY2MCBtIDU2NSA2NjAgbCBTCm4gNDUgNjI1IG0gNTY1IDYyNSBsIFMKQlQgMSAwIDAgMSA1NSA3MDcgVG0gKEl0ZW0pIFRqIFQqIEVUCkJUIDEgMCAwIDEgMjU1IDcwNyBUbSAoUXVhbnRpdHkpIFRqIFQqIEVUCkJUIDEgMCAwIDEgNDE1IDcwNyBUbSAoQW1vdW50KSBUaiBUKiBFVApCVCAxIDAgMCAxIDU1IDY3MiBUbSAoRG9jdW1lbnQgYW5hbHlzaXMpIFRqIFQqIEVUCkJUIDEgMCAwIDEgMjU1IDY3MiBUbSAoMikgVGogVCogRVQKQlQgMSAwIDAgMSA0MTUgNjcyIFRtICgxMjAuMDApIFRqIFQqIEVUCkJUIDEgMCAwIDEgNTUgNjM3IFRtIChEb2N1bWVudCB2ZXJpZmljYXRpb24pIFRqIFQqIEVUCkJUIDEgMCAwIDEgMjU1IDYzNyBUbSAoMSkgVGogVCogRVQKQlQgMSAwIDAgMSA0MTUgNjM3IFRtICg4MC4wMCkgVGogVCogRVQKbiA0NSA0OTUgbSA0NSA2MDAgbCBTCm4gMjQ1IDQ5NSBtIDI0NSA2MDAgbCBTCm4gNDA1IDQ5NSBtIDQwNSA2MDAgbCBTCm4gNTY1IDQ5NSBtIDU2NSA2MDAgbCBTCm4gNDUgNjAwIG0gNTY1IDYwMCBsIFMKbiA0NSA1NjUgbSA1NjUgNTY1IGwgUwpuIDQ1IDUzMCBtIDU2NSA1MzAgbCBTCm4gNDUgNDk1IG0gNTY1IDQ5NSBsIFMKQlQgMSAwIDAgMSA1NSA1NzcgVG0gKEl0ZW0gY29udGludWVkKSBUaiBUKiBFVApCVCAxIDAgMCAxIDI1NSA1NzcgVG0gKFF1YW50aXR5KSBUaiBUKiBFVApCVCAxIDAgMCAxIDQxNSA1NzcgVG0gKEFtb3VudCkgVGogVCogRVQKQlQgMSAwIDAgMSA1NSA1NDIgVG0gKEZpeHR1cmUgdmFsaWRhdGlvbikgVGogVCogRVQKQlQgMSAwIDAgMSAyNTUgNTQyIFRtICgzKSBUaiBUKiBFVApCVCAxIDAgMCAxIDQxNSA1NDIgVG0gKDQ1LjAwKSBUaiBUKiBFVApCVCAxIDAgMCAxIDU1IDUwNyBUbSAoUHJvdmlkZXIgcmV2aWV3KSBUaiBUKiBFVApCVCAxIDAgMCAxIDI1NSA1MDcgVG0gKDEpIFRqIFQqIEVUCkJUIDEgMCAwIDEgNDE1IDUwNyBUbSAoMjUuMDApIFRqIFQqIEVUCkJUIC9GMSAxMCBUZiAxMiBUTCBFVApCVCAxIDAgMCAxIDQ1IDQ3MiBUbSAoU2VjdGlvbiAxLjE6IEludm9pY2UgdG90YWxzLCByZWdpb25hbCByZXZlbnVlLCBhbmQgcmVjb25jaWxpYXRpb24gbm90ZXMuKSBUaiBUKiBFVApCVCAxIDAgMCAxIDQ1IDQ0NCBUbSAoU2VjdGlvbiAxLjI6IEludm9pY2UgdG90YWxzLCByZWdpb25hbCByZXZlbnVlLCBhbmQgcmVjb25jaWxpYXRpb24gbm90ZXMuKSBUaiBUKiBFVApCVCAxIDAgMCAxIDQ1IDQxNiBUbSAoU2VjdGlvbiAxLjM6IEludm9pY2UgdG90YWxzLCByZWdpb25hbCByZXZlbnVlLCBhbmQgcmVjb25jaWxpYXRpb24gbm90ZXMuKSBUaiBUKiBFVApCVCAxIDAgMCAxIDQ1IDM4OCBUbSAoU2VjdGlvbiAxLjQ6IEludm9pY2UgdG90YWxzLCByZWdpb25hbCByZXZlbnVlLCBhbmQgcmVjb25jaWxpYXRpb24gbm90ZXMuKSBUaiBUKiBFVApCVCAxIDAgMCAxIDQ1IDM2MCBUbSAoU2VjdGlvbiAxLjU6IEludm9pY2UgdG90YWxzLCByZWdpb25hbCByZXZlbnVlLCBhbmQgcmVjb25jaWxpYXRpb24gbm90ZXMuKSBUaiBUKiBFVApCVCAxIDAgMCAxIDQ1IDMzMiBUbSAoU2VjdGlvbiAxLjY6IEludm9pY2UgdG90YWxzLCByZWdpb25hbCByZXZlbnVlLCBhbmQgcmVjb25jaWxpYXRpb24gbm90ZXMuKSBUaiBUKiBFVApCVCAxIDAgMCAxIDQ1IDMwNCBUbSAoU2VjdGlvbiAxLjc6IEludm9pY2UgdG90YWxzLCByZWdpb25hbCByZXZlbnVlLCBhbmQgcmVjb25jaWxpYXRpb24gbm90ZXMuKSBUaiBUKiBFVApCVCAxIDAgMCAxIDQ1IDI3NiBUbSAoU2VjdGlvbiAxLjg6IEludm9pY2UgdG90YWxzLCByZWdpb25hbCByZXZlbnVlLCBhbmQgcmVjb25jaWxpYXRpb24gbm90ZXMuKSBUaiBUKiBFVAogCmVuZHN0cmVhbQplbmRvYmoKMTkgMCBvYmoKPDwKL0xlbmd0aCAxNzIzCj4+CnN0cmVhbQoxIDAgMCAxIDAgMCBjbSAgQlQgL0YxIDEyIFRmIDE0LjQgVEwgRVQKMCAwIDAgcmcKQlQgL0YxIDExIFRmIDEzLjIgVEwgRVQKQlQgMSAwIDAgMSA0NSA3NzAgVG0gKFF1YXJ0ZXJseSBPcGVyYXRpb25zIFJlcG9ydCkgVGogVCogRVQKQlQgL0YyIDE2IFRmIDE5LjIgVEwgRVQKQlQgMSAwIDAgMSA0NSA3NDUgVG0gKFJldmVudWUgQ2hhcnQgYW5kIEZvcm11bGEgUmV2aWV3KSBUaiBUKiBFVApCVCAvRjEgOSBUZiAxMC44IFRMIEVUCkJUIDEgMCAwIDEgNDUgMzAgVG0gKENvbmZpZGVudGlhbCB8IFBhZ2UgMiBvZiA1KSBUaiBUKiBFVAouMiAuNDUwOTggLjg1MDk4IHJnCm4gNzAgNjEwIDY1IDcwIHJlIGYqCm4gMTcwIDYxMCA2NSAxMTUgcmUgZioKbiAyNzAgNjEwIDY1IDkwIHJlIGYqCm4gMzcwIDYxMCA2NSAxMzAgcmUgZioKMCAwIDAgcmcKQlQgMSAwIDAgMSA5MCA1OTAgVG0gKFExKSBUaiBUKiBFVApCVCAxIDAgMCAxIDE5MCA1OTAgVG0gKFEyKSBUaiBUKiBFVApCVCAxIDAgMCAxIDI5MCA1OTAgVG0gKFEzKSBUaiBUKiBFVApCVCAxIDAgMCAxIDM5MCA1OTAgVG0gKFE0KSBUaiBUKiBFVApCVCAxIDAgMCAxIDQ1IDU1MCBUbSAoRm9ybXVsYTogZ3Jvc3MgbWFyZ2luID0gXChyZXZlbnVlIC0gY29zdFwpIC8gcmV2ZW51ZSkgVGogVCogRVQKcQo3MCAwIDAgNzAgNDU1IDY1NSBjbQovRm9ybVhvYi42YmU0MGVlYWFmMGQ4MWQxODc1MGRjMGE3ZjlkYzIxMyBEbwpRCnEKNzAgMCAwIDYyIDQ1NSA1NjUgY20KL0Zvcm1Yb2IuZTVjMzE0N2QxOGY5ODY3YTRmMTA4ZDNhNTVhMjQ4YjQgRG8KUQpxCjQ1IDAgMCA0NSA0NTUgNTAwIGNtCi9Gb3JtWG9iLjJhODhhYzY3MTJjOWNhNzI3ZTRhZDhmMjViY2JkYWUyIERvClEKQlQgL0YxIDEwIFRmIDEyIFRMIEVUCkJUIDEgMCAwIDEgNDUgNDcyIFRtIChTZWN0aW9uIDIuMTogSW52b2ljZSB0b3RhbHMsIHJlZ2lvbmFsIHJldmVudWUsIGFuZCByZWNvbmNpbGlhdGlvbiBub3Rlcy4pIFRqIFQqIEVUCkJUIDEgMCAwIDEgNDUgNDQ0IFRtIChTZWN0aW9uIDIuMjogSW52b2ljZSB0b3RhbHMsIHJlZ2lvbmFsIHJldmVudWUsIGFuZCByZWNvbmNpbGlhdGlvbiBub3Rlcy4pIFRqIFQqIEVUCkJUIDEgMCAwIDEgNDUgNDE2IFRtIChTZWN0aW9uIDIuMzogSW52b2ljZSB0b3RhbHMsIHJlZ2lvbmFsIHJldmVudWUsIGFuZCByZWNvbmNpbGlhdGlvbiBub3Rlcy4pIFRqIFQqIEVUCkJUIDEgMCAwIDEgNDUgMzg4IFRtIChTZWN0aW9uIDIuNDogSW52b2ljZSB0b3RhbHMsIHJlZ2lvbmFsIHJldmVudWUsIGFuZCByZWNvbmNpbGlhdGlvbiBub3Rlcy4pIFRqIFQqIEVUCkJUIDEgMCAwIDEgNDUgMzYwIFRtIChTZWN0aW9uIDIuNTogSW52b2ljZSB0b3RhbHMsIHJlZ2lvbmFsIHJldmVudWUsIGFuZCByZWNvbmNpbGlhdGlvbiBub3Rlcy4pIFRqIFQqIEVUCkJUIDEgMCAwIDEgNDUgMzMyIFRtIChTZWN0aW9uIDIuNjogSW52b2ljZSB0b3RhbHMsIHJlZ2lvbmFsIHJldmVudWUsIGFuZCByZWNvbmNpbGlhdGlvbiBub3Rlcy4pIFRqIFQqIEVUCkJUIDEgMCAwIDEgNDUgMzA0IFRtIChTZWN0aW9uIDIuNzogSW52b2ljZSB0b3RhbHMsIHJlZ2lvbmFsIHJldmVudWUsIGFuZCByZWNvbmNpbGlhdGlvbiBub3Rlcy4pIFRqIFQqIEVUCkJUIDEgMCAwIDEgNDUgMjc2IFRtIChTZWN0aW9uIDIuODogSW52b2ljZSB0b3RhbHMsIHJlZ2lvbmFsIHJldmVudWUsIGFuZCByZWNvbmNpbGlhdGlvbiBub3Rlcy4pIFRqIFQqIEVUCiAKZW5kc3RyZWFtCmVuZG9iagoyMCAwIG9iago8PAovTGVuZ3RoIDI0NjYKPj4Kc3RyZWFtCjEgMCAwIDEgMCAwIGNtICBCVCAvRjEgMTIgVGYgMTQuNCBUTCBFVAowIDAgMCByZwpCVCAvRjEgMTEgVGYgMTMuMiBUTCBFVApCVCAxIDAgMCAxIDQ1IDc3MCBUbSAoUXVhcnRlcmx5IE9wZXJhdGlvbnMgUmVwb3J0KSBUaiBUKiBFVApCVCAvRjIgMTYgVGYgMTkuMiBUTCBFVApCVCAxIDAgMCAxIDQ1IDc0NSBUbSAoS2V5IFZhbHVlcywgTGluaywgSGlnaGxpZ2h0LCBhbmQgQ29tbWVudCkgVGogVCogRVQKQlQgL0YxIDkgVGYgMTAuOCBUTCBFVApCVCAxIDAgMCAxIDQ1IDMwIFRtIChDb25maWRlbnRpYWwgfCBQYWdlIDMgb2YgNSkgVGogVCogRVQKQlQgL0YxIDEyIFRmIDE0LjQgVEwgRVQKQlQgMSAwIDAgMSA0NSA3MDAgVG0gKEludm9pY2UgTnVtYmVyOiBJTlYtMjA0OCkgVGogVCogRVQKQlQgMSAwIDAgMSA0NSA2NzUgVG0gKFB1cmNoYXNlIE9yZGVyOiBQTy00MDk2KSBUaiBUKiBFVAouOTQ5MDIgLjkwMTk2MSAuMzUyOTQxIHJnCm4gNDAgNTU1IDUwMCAyNCByZSBmKgowIDAgMCByZwpCVCAxIDAgMCAxIDQ1IDU2MCBUbSAoSGlnaGxpZ2h0ZWQgdG90YWwgcmVxdWlyaW5nIHJldmlldykgVGogVCogRVQKQlQgMSAwIDAgMSA0NSA1MzAgVG0gKFJldmlld2VyIGNvbW1lbnQ6IHZlcmlmeSB0aGUgaGlnaGxpZ2h0ZWQgdG90YWwgYmVmb3JlIGFwcHJvdmFsKSBUaiBUKiBFVAoxIDAgMCByZwpCVCAxIDAgMCAxIDQ1IDQ5NSBUbSAoUmV2aXNlZCB0b3RhbDogMjQ1LjAwKSBUaiBUKiBFVApuIDQ1IDUwMSBtIDE1MCA1MDEgbCBTCjAgMCAwIHJnCkJUIDEgMCAwIDEgNDUgNTc1IFRtIChodHRwczovL2V4YW1wbGUuY29tL2ludm9pY2VzL0lOVi0yMDQ4KSBUaiBUKiBFVApxCjEgMCAwIDEgOTAgMTMwIGNtCm4gMTggMCAyLjQgNzAgcmUgZioKbiAyMS42IDAgMS4yIDcwIHJlIGYqCm4gMjUuMiAwIDMuNiA3MCByZSBmKgpuIDMxLjIgMCAzLjYgNzAgcmUgZioKbiAzOC40IDAgMi40IDcwIHJlIGYqCm4gNDIgMCAxLjIgNzAgcmUgZioKbiA0NC40IDAgMi40IDcwIHJlIGYqCm4gNDkuMiAwIDIuNCA3MCByZSBmKgpuIDUyLjggMCAyLjQgNzAgcmUgZioKbiA1Ny42IDAgMy42IDcwIHJlIGYqCm4gNjIuNCAwIDIuNCA3MCByZSBmKgpuIDY2IDAgMy42IDcwIHJlIGYqCm4gNzAuOCAwIDIuNCA3MCByZSBmKgpuIDc2LjggMCAxLjIgNzAgcmUgZioKbiA4MS42IDAgMS4yIDcwIHJlIGYqCm4gODQgMCAzLjYgNzAgcmUgZioKbiA4OC44IDAgMi40IDcwIHJlIGYqCm4gOTIuNCAwIDMuNiA3MCByZSBmKgpuIDk3LjIgMCAxLjIgNzAgcmUgZioKbiA5OS42IDAgMy42IDcwIHJlIGYqCm4gMTA0LjQgMCAyLjQgNzAgcmUgZioKbiAxMTAuNCAwIDEuMiA3MCByZSBmKgpuIDExMi44IDAgNC44IDcwIHJlIGYqCm4gMTE4LjggMCAzLjYgNzAgcmUgZioKbiAxMjMuNiAwIDMuNiA3MCByZSBmKgpuIDEyOC40IDAgMi40IDcwIHJlIGYqCm4gMTMyIDAgMy42IDcwIHJlIGYqCm4gMTM2LjggMCAyLjQgNzAgcmUgZioKbiAxNDEuNiAwIDEuMiA3MCByZSBmKgpuIDE0NS4yIDAgMy42IDcwIHJlIGYqCm4gMTUwIDAgMi40IDcwIHJlIGYqCm4gMTU2IDAgMy42IDcwIHJlIGYqCm4gMTYwLjggMCAxLjIgNzAgcmUgZioKbiAxNjMuMiAwIDIuNCA3MCByZSBmKgpRCkJUIC9GMSAxMCBUZiAxMiBUTCBFVApCVCAxIDAgMCAxIDQ1IDQ3MiBUbSAoU2VjdGlvbiAzLjE6IEludm9pY2UgdG90YWxzLCByZWdpb25hbCByZXZlbnVlLCBhbmQgcmVjb25jaWxpYXRpb24gbm90ZXMuKSBUaiBUKiBFVApCVCAxIDAgMCAxIDQ1IDQ0NCBUbSAoU2VjdGlvbiAzLjI6IEludm9pY2UgdG90YWxzLCByZWdpb25hbCByZXZlbnVlLCBhbmQgcmVjb25jaWxpYXRpb24gbm90ZXMuKSBUaiBUKiBFVApCVCAxIDAgMCAxIDQ1IDQxNiBUbSAoU2VjdGlvbiAzLjM6IEludm9pY2UgdG90YWxzLCByZWdpb25hbCByZXZlbnVlLCBhbmQgcmVjb25jaWxpYXRpb24gbm90ZXMuKSBUaiBUKiBFVApCVCAxIDAgMCAxIDQ1IDM4OCBUbSAoU2VjdGlvbiAzLjQ6IEludm9pY2UgdG90YWxzLCByZWdpb25hbCByZXZlbnVlLCBhbmQgcmVjb25jaWxpYXRpb24gbm90ZXMuKSBUaiBUKiBFVApCVCAxIDAgMCAxIDQ1IDM2MCBUbSAoU2VjdGlvbiAzLjU6IEludm9pY2UgdG90YWxzLCByZWdpb25hbCByZXZlbnVlLCBhbmQgcmVjb25jaWxpYXRpb24gbm90ZXMuKSBUaiBUKiBFVApCVCAxIDAgMCAxIDQ1IDMzMiBUbSAoU2VjdGlvbiAzLjY6IEludm9pY2UgdG90YWxzLCByZWdpb25hbCByZXZlbnVlLCBhbmQgcmVjb25jaWxpYXRpb24gbm90ZXMuKSBUaiBUKiBFVApCVCAxIDAgMCAxIDQ1IDMwNCBUbSAoU2VjdGlvbiAzLjc6IEludm9pY2UgdG90YWxzLCByZWdpb25hbCByZXZlbnVlLCBhbmQgcmVjb25jaWxpYXRpb24gbm90ZXMuKSBUaiBUKiBFVApCVCAxIDAgMCAxIDQ1IDI3NiBUbSAoU2VjdGlvbiAzLjg6IEludm9pY2UgdG90YWxzLCByZWdpb25hbCByZXZlbnVlLCBhbmQgcmVjb25jaWxpYXRpb24gbm90ZXMuKSBUaiBUKiBFVAogCmVuZHN0cmVhbQplbmRvYmoKMjEgMCBvYmoKPDwKL0xlbmd0aCAxNDk0Cj4+CnN0cmVhbQoxIDAgMCAxIDAgMCBjbSAgQlQgL0YxIDEyIFRmIDE0LjQgVEwgRVQKMCAwIDAgcmcKQlQgL0YxIDExIFRmIDEzLjIgVEwgRVQKQlQgMSAwIDAgMSA0NSA3NzAgVG0gKFF1YXJ0ZXJseSBPcGVyYXRpb25zIFJlcG9ydCkgVGogVCogRVQKQlQgL0YyIDE2IFRmIDE5LjIgVEwgRVQKQlQgMSAwIDAgMSA0NSA3NDUgVG0gKEFwcHJvdmFsIFNpZ25hdHVyZSBhbmQgV2F0ZXJtYXJrKSBUaiBUKiBFVApCVCAvRjEgOSBUZiAxMC44IFRMIEVUCkJUIDEgMCAwIDEgNDUgMzAgVG0gKENvbmZpZGVudGlhbCB8IFBhZ2UgNCBvZiA1KSBUaiBUKiBFVApxCi44Mjc0NTEgLjgyNzQ1MSAuODI3NDUxIHJnCkJUIC9GMiA1NCBUZiA2NC44IFRMIEVUCi45MDYzMDggLjQyMjYxOCAtMC40MjI2MTggLjkwNjMwOCAxMTAgMzkwIGNtCkJUIDEgMCAwIDEgMCAwIFRtIChEUkFGVCkgVGogVCogRVQKUQowIDAgMCByZwpCVCAvRjEgMTIgVGYgMTQuNCBUTCBFVApCVCAxIDAgMCAxIDQ1IDYzNSBUbSAoQXBwcm92ZWQgYnk6IEpvcmRhbiBMZWUpIFRqIFQqIEVUCm4gNDUgNjEwIG0gMzEwIDYxMCBsIFMKbiA1NSA1OTUgbSA3NSA2MjUgMTEyIDYwMiAxNTUgNjAwIGMgUwpCVCAxIDAgMCAxIDQ1IDU4MCBUbSAoU2lnbmF0dXJlKSBUaiBUKiBFVApCVCAvRjEgMTAgVGYgMTIgVEwgRVQKQlQgMSAwIDAgMSA0NSA0NzIgVG0gKFNlY3Rpb24gNC4xOiBJbnZvaWNlIHRvdGFscywgcmVnaW9uYWwgcmV2ZW51ZSwgYW5kIHJlY29uY2lsaWF0aW9uIG5vdGVzLikgVGogVCogRVQKQlQgMSAwIDAgMSA0NSA0NDQgVG0gKFNlY3Rpb24gNC4yOiBJbnZvaWNlIHRvdGFscywgcmVnaW9uYWwgcmV2ZW51ZSwgYW5kIHJlY29uY2lsaWF0aW9uIG5vdGVzLikgVGogVCogRVQKQlQgMSAwIDAgMSA0NSA0MTYgVG0gKFNlY3Rpb24gNC4zOiBJbnZvaWNlIHRvdGFscywgcmVnaW9uYWwgcmV2ZW51ZSwgYW5kIHJlY29uY2lsaWF0aW9uIG5vdGVzLikgVGogVCogRVQKQlQgMSAwIDAgMSA0NSAzODggVG0gKFNlY3Rpb24gNC40OiBJbnZvaWNlIHRvdGFscywgcmVnaW9uYWwgcmV2ZW51ZSwgYW5kIHJlY29uY2lsaWF0aW9uIG5vdGVzLikgVGogVCogRVQKQlQgMSAwIDAgMSA0NSAzNjAgVG0gKFNlY3Rpb24gNC41OiBJbnZvaWNlIHRvdGFscywgcmVnaW9uYWwgcmV2ZW51ZSwgYW5kIHJlY29uY2lsaWF0aW9uIG5vdGVzLikgVGogVCogRVQKQlQgMSAwIDAgMSA0NSAzMzIgVG0gKFNlY3Rpb24gNC42OiBJbnZvaWNlIHRvdGFscywgcmVnaW9uYWwgcmV2ZW51ZSwgYW5kIHJlY29uY2lsaWF0aW9uIG5vdGVzLikgVGogVCogRVQKQlQgMSAwIDAgMSA0NSAzMDQgVG0gKFNlY3Rpb24gNC43OiBJbnZvaWNlIHRvdGFscywgcmVnaW9uYWwgcmV2ZW51ZSwgYW5kIHJlY29uY2lsaWF0aW9uIG5vdGVzLikgVGogVCogRVQKQlQgMSAwIDAgMSA0NSAyNzYgVG0gKFNlY3Rpb24gNC44OiBJbnZvaWNlIHRvdGFscywgcmVnaW9uYWwgcmV2ZW51ZSwgYW5kIHJlY29uY2lsaWF0aW9uIG5vdGVzLikgVGogVCogRVQKIAplbmRzdHJlYW0KZW5kb2JqCjIyIDAgb2JqCjw8Ci9MZW5ndGggMTMyNwo+PgpzdHJlYW0KMSAwIDAgMSAwIDAgY20gIEJUIC9GMSAxMiBUZiAxNC40IFRMIEVUCjAgMCAwIHJnCkJUIC9GMSAxMSBUZiAxMy4yIFRMIEVUCkJUIDEgMCAwIDEgNDUgNzcwIFRtIChRdWFydGVybHkgT3BlcmF0aW9ucyBSZXBvcnQpIFRqIFQqIEVUCkJUIC9GMiAxNiBUZiAxOS4yIFRMIEVUCkJUIDEgMCAwIDEgNDUgNzQ1IFRtIChBcHBlbmRpeCB3aXRoIFNlY3Rpb24gQm91bmRhcmllcykgVGogVCogRVQKQlQgL0YxIDkgVGYgMTAuOCBUTCBFVApCVCAxIDAgMCAxIDQ1IDMwIFRtIChDb25maWRlbnRpYWwgfCBQYWdlIDUgb2YgNSkgVGogVCogRVQKQlQgL0YyIDE0IFRmIDE2LjggVEwgRVQKQlQgMSAwIDAgMSA0NSA3MDAgVG0gKDEuIFNjb3BlKSBUaiBUKiBFVApCVCAxIDAgMCAxIDQ1IDY1MCBUbSAoMi4gRmluZGluZ3MpIFRqIFQqIEVUCkJUIDEgMCAwIDEgNDUgNjAwIFRtICgzLiBSZWNvbW1lbmRhdGlvbnMpIFRqIFQqIEVUCkJUIC9GMSAxMCBUZiAxMiBUTCBFVApCVCAxIDAgMCAxIDQ1IDQ3MiBUbSAoU2VjdGlvbiA1LjE6IEludm9pY2UgdG90YWxzLCByZWdpb25hbCByZXZlbnVlLCBhbmQgcmVjb25jaWxpYXRpb24gbm90ZXMuKSBUaiBUKiBFVApCVCAxIDAgMCAxIDQ1IDQ0NCBUbSAoU2VjdGlvbiA1LjI6IEludm9pY2UgdG90YWxzLCByZWdpb25hbCByZXZlbnVlLCBhbmQgcmVjb25jaWxpYXRpb24gbm90ZXMuKSBUaiBUKiBFVApCVCAxIDAgMCAxIDQ1IDQxNiBUbSAoU2VjdGlvbiA1LjM6IEludm9pY2UgdG90YWxzLCByZWdpb25hbCByZXZlbnVlLCBhbmQgcmVjb25jaWxpYXRpb24gbm90ZXMuKSBUaiBUKiBFVApCVCAxIDAgMCAxIDQ1IDM4OCBUbSAoU2VjdGlvbiA1LjQ6IEludm9pY2UgdG90YWxzLCByZWdpb25hbCByZXZlbnVlLCBhbmQgcmVjb25jaWxpYXRpb24gbm90ZXMuKSBUaiBUKiBFVApCVCAxIDAgMCAxIDQ1IDM2MCBUbSAoU2VjdGlvbiA1LjU6IEludm9pY2UgdG90YWxzLCByZWdpb25hbCByZXZlbnVlLCBhbmQgcmVjb25jaWxpYXRpb24gbm90ZXMuKSBUaiBUKiBFVApCVCAxIDAgMCAxIDQ1IDMzMiBUbSAoU2VjdGlvbiA1LjY6IEludm9pY2UgdG90YWxzLCByZWdpb25hbCByZXZlbnVlLCBhbmQgcmVjb25jaWxpYXRpb24gbm90ZXMuKSBUaiBUKiBFVApCVCAxIDAgMCAxIDQ1IDMwNCBUbSAoU2VjdGlvbiA1Ljc6IEludm9pY2UgdG90YWxzLCByZWdpb25hbCByZXZlbnVlLCBhbmQgcmVjb25jaWxpYXRpb24gbm90ZXMuKSBUaiBUKiBFVApCVCAxIDAgMCAxIDQ1IDI3NiBUbSAoU2VjdGlvbiA1Ljg6IEludm9pY2UgdG90YWxzLCByZWdpb25hbCByZXZlbnVlLCBhbmQgcmVjb25jaWxpYXRpb24gbm90ZXMuKSBUaiBUKiBFVAogCmVuZHN0cmVhbQplbmRvYmoKeHJlZgowIDIzCjAwMDAwMDAwMDAgNjU1MzUgZiAKMDAwMDAwMDA2MSAwMDAwMCBuIAowMDAwMDAwMTAyIDAwMDAwIG4gCjAwMDAwMDAyMDkgMDAwMDAgbiAKMDAwMDAwMDMyMSAwMDAwMCBuIAowMDAwMDAwNTE2IDAwMDAwIG4gCjAwMDAwMDYzMjIgMDAwMDAgbiAKMDAwMDAxMjgyNCAwMDAwMCBuIAowMDAwMDE0MTQyIDAwMDAwIG4gCjAwMDAwMTQ0OTYgMDAwMDAgbiAKMDAwMDAxNDY2NCAwMDAwMCBuIAowMDAwMDE0ODUwIDAwMDAwIG4gCjAwMDAwMTUwMjggMDAwMDAgbiAKMDAwMDAxNTI1NiAwMDAwMCBuIAowMDAwMDE1NDUyIDAwMDAwIG4gCjAwMDAwMTU2NDggMDAwMDAgbiAKMDAwMDAxNTcxOCAwMDAwMCBuIAowMDAwMDE2MTI4IDAwMDAwIG4gCjAwMDAwMTYyMTUgMDAwMDAgbiAKMDAwMDAxODU1MiAwMDAwMCBuIAowMDAwMDIwMzI3IDAwMDAwIG4gCjAwMDAwMjI4NDUgMDAwMDAgbiAKMDAwMDAyNDM5MSAwMDAwMCBuIAp0cmFpbGVyCjw8Ci9JRCAKWzxjYjAxMWEzZWYwODhlNDZiNjM4ZThiNDVjMDFhNDcwZj48Y2IwMTFhM2VmMDg4ZTQ2YjYzOGU4YjQ1YzAxYTQ3MGY+XQolIFJlcG9ydExhYiBnZW5lcmF0ZWQgUERGIGRvY3VtZW50IC0tIGRpZ2VzdCAob3BlbnNvdXJjZSkKCi9JbmZvIDE2IDAgUgovUm9vdCAxNSAwIFIKL1NpemUgMjMKPj4Kc3RhcnR4cmVmCjI1NzcwCiUlRU9GCg=="}},{"type":"extra_forbidden","loc":["body","CompletionRequest","document_annotation_format"],"msg":"Extra
+        inputs are not permitted","input":{"type":"json_schema","json_schema":{"name":"document_title","description":"Extract
+        the visible document fields","schema":{"type":"object","properties":{"title":{"type":"string"}},"required":["title"],"additionalProperties":false},"strict":true}}},{"type":"extra_forbidden","loc":["body","CompletionRequest","document_annotation_prompt"],"msg":"Extra
+        inputs are not permitted","input":"Extract the visible title"},{"type":"missing","loc":["body","FIMCompletionRequest","prompt"],"msg":"Field
+        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$oZ7In+\V<;2Ks'D;k&P\F4YeNj%Ad=[;?o1I3WW$eVS!mX^K$bih8,BhLDdIhe$V$?@S`fH34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 3.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 3.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 3.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
21 0 obj
<<
/Length 1494
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Approval Signature and Watermark) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 4 of 5) Tj T* ET
q
.827451 .827451 .827451 rg
BT /F2 54 Tf 64.8 TL ET
.906308 .422618 -0.422618 .906308 110 390 cm
BT 1 0 0 1 0 0 Tm (DRAFT) Tj T* ET
Q
0 0 0 rg
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 635 Tm (Approved by: Jordan Lee) Tj T* ET
n 45 610 m 310 610 l S
n 55 595 m 75 625 112 602 155 600 c S
BT 1 0 0 1 45 580 Tm (Signature) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 4.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 4.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 4.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 4.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 4.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 4.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 4.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 4.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
22 0 obj
<<
/Length 1327
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Appendix with Section Boundaries) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 5 of 5) Tj T* ET
BT /F2 14 Tf 16.8 TL ET
BT 1 0 0 1 45 700 Tm (1. Scope) Tj T* ET
BT 1 0 0 1 45 650 Tm (2. Findings) Tj T* ET
BT 1 0 0 1 45 600 Tm (3. Recommendations) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 5.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 5.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 5.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 5.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 5.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 5.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 5.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 5.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
xref
0 23
0000000000 65535 f 
0000000061 00000 n 
0000000102 00000 n 
0000000209 00000 n 
0000000321 00000 n 
0000000516 00000 n 
0000006322 00000 n 
0000012824 00000 n 
0000014142 00000 n 
0000014496 00000 n 
0000014664 00000 n 
0000014850 00000 n 
0000015028 00000 n 
0000015256 00000 n 
0000015452 00000 n 
0000015648 00000 n 
0000015718 00000 n 
0000016128 00000 n 
0000016215 00000 n 
0000018552 00000 n 
0000020327 00000 n 
0000022845 00000 n 
0000024391 00000 n 
trailer
<<
/ID 
[<cb011a3ef088e46b638e8b45c01a470f><cb011a3ef088e46b638e8b45c01a470f>]
% ReportLab generated PDF document -- digest (opensource)

/Info 16 0 R
/Root 15 0 R
/Size 23
>>
startxref
25770
%%EOF
"},"document_annotation_format":{"type":"json_schema","json_schema":{"name":"document_title","description":"Extract
+        the visible document fields","schema":{"type":"object","properties":{"title":{"type":"string"}},"required":["title"],"additionalProperties":false},"strict":true}},"document_annotation_prompt":"Extract
+        the visible title"}},{"type":"extra_forbidden","loc":["body","FIMCompletionRequest","document"],"msg":"Extra
+        inputs are not 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+        inputs are not permitted","input":{"type":"json_schema","json_schema":{"name":"document_title","description":"Extract
+        the visible document fields","schema":{"type":"object","properties":{"title":{"type":"string"}},"required":["title"],"additionalProperties":false},"strict":true}}},{"type":"extra_forbidden","loc":["body","FIMCompletionRequest","document_annotation_prompt"],"msg":"Extra
+        inputs are not permitted","input":"Extract the visible title"},{"type":"extra_forbidden","loc":["body","OCRRequest","document_annotation_prompt"],"msg":"Extra
+        inputs are not permitted","input":"Extract the visible title"}]}'
+    headers:
+      Alt-Svc:
+      - h3=":443"; ma=2592000,h3-29=":443"; ma=2592000
+      Server:
+      - scaffolding on HTTPServer2
+      Vary:
+      - Origin
+      - X-Origin
+      - Referer
+      X-Content-Type-Options:
+      - nosniff
+      X-Frame-Options:
+      - SAMEORIGIN
+      X-XSS-Protection:
+      - '0'
+      content-type:
+      - application/json
+      date:
+      - Wed, 02 Sep 2026 22:36:23 GMT
+      x-vertex-ai-internal-prediction-backend:
+      - harpoon
+    status:
+      code: 422
+      message: ''
+recorded_at: '2026-09-02T22:36:25.219091+00:00'
+ttl_seconds: 0
+version: 1
+x-litellm:
+  case:
+    litellm_input:
+      document:
+        document_url: 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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 3.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 3.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 3.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
21 0 obj
<<
/Length 1494
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Approval Signature and Watermark) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 4 of 5) Tj T* ET
q
.827451 .827451 .827451 rg
BT /F2 54 Tf 64.8 TL ET
.906308 .422618 -0.422618 .906308 110 390 cm
BT 1 0 0 1 0 0 Tm (DRAFT) Tj T* ET
Q
0 0 0 rg
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 635 Tm (Approved by: Jordan Lee) Tj T* ET
n 45 610 m 310 610 l S
n 55 595 m 75 625 112 602 155 600 c S
BT 1 0 0 1 45 580 Tm (Signature) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 4.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 4.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 4.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 4.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 4.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 4.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 4.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 4.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
22 0 obj
<<
/Length 1327
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Appendix with Section Boundaries) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 5 of 5) Tj T* ET
BT /F2 14 Tf 16.8 TL ET
BT 1 0 0 1 45 700 Tm (1. Scope) Tj T* ET
BT 1 0 0 1 45 650 Tm (2. Findings) Tj T* ET
BT 1 0 0 1 45 600 Tm (3. Recommendations) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 5.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 5.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 5.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 5.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 5.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 5.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 5.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 5.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
xref
0 23
0000000000 65535 f 
0000000061 00000 n 
0000000102 00000 n 
0000000209 00000 n 
0000000321 00000 n 
0000000516 00000 n 
0000006322 00000 n 
0000012824 00000 n 
0000014142 00000 n 
0000014496 00000 n 
0000014664 00000 n 
0000014850 00000 n 
0000015028 00000 n 
0000015256 00000 n 
0000015452 00000 n 
0000015648 00000 n 
0000015718 00000 n 
0000016128 00000 n 
0000016215 00000 n 
0000018552 00000 n 
0000020327 00000 n 
0000022845 00000 n 
0000024391 00000 n 
trailer
<<
/ID 
[<cb011a3ef088e46b638e8b45c01a470f><cb011a3ef088e46b638e8b45c01a470f>]
% ReportLab generated PDF document -- digest (opensource)

/Info 16 0 R
/Root 15 0 R
/Size 23
>>
startxref
25770
%%EOF

+        type: document_url
+      document_annotation_format:
+        json_schema:
+          description: Extract the visible document fields
+          name: document_title
+          schema:
+            additionalProperties: false
+            properties:
+              title:
+                type: string
+            required:
+            - title
+            type: object
+          strict: true
+        type: json_schema
+      document_annotation_prompt: Extract the visible title
+      model: vertex_ai/mistral-ocr-2505
+      vertex_location: us-central1
+      vertex_project: useful-shell-447307-d4
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/vertex-mistral/dc5e8b5912b01b806d5726979bc3760bdc71b5f91711ee3625aef65e2921d07e.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/vertex-mistral/dc5e8b5912b01b806d5726979bc3760bdc71b5f91711ee3625aef65e2921d07e.yaml
new file mode 100644
index 00000000000..3025702c43d
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/vertex-mistral/dc5e8b5912b01b806d5726979bc3760bdc71b5f91711ee3625aef65e2921d07e.yaml
@@ -0,0 +1,109 @@
+interactions:
+- request:
+    body: 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+    headers:
+      Accept:
+      - '*/*'
+      Content-Type:
+      - application/json
+      User-Agent:
+      - litellm/1.101.0
+    method: POST
+    uri: http://parity-provider.invalid/v1/projects/useful-shell-447307-d4/locations/us-central1/publishers/mistralai/models/mistral-ocr-2505:rawPredict
+  response:
+    body:
+      string: '{"pages":[{"index":0,"markdown":"# Quarterly Operations Report \n\n##
+        Invoice Summary and Line Items\n\n| Item | Quantity | Amount |\n| :-- | :--
+        | :-- |\n| Document analysis | 2 | 120.00 |\n| Document verification | 1 |
+        80.00 |\n\n\n| Item continued | Quantity | Amount |\n| :-- | :-- | :-- |\n|
+        Fixture validation | 3 | 45.00 |\n| Provider review | 1 | 25.00 |\n\nSection
+        1.1: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.2: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.3: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.4: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.5: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.6: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.7: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.8: Invoice totals, regional revenue, and reconciliation notes.","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":200,"height":2200,"width":1700}},{"index":1,"markdown":"#
+        Quarterly Operations Report \n\n## Revenue Chart and Formula Review\n\n![img-0.jpeg](img-0.jpeg)\n\nFormula:
+        gross margin $=$ (revenue - cost) / revenue\n\n\n\n\n\nSection 2.1: Invoice
+        totals, regional revenue, and reconciliation notes.\n\nSection 2.2: Invoice
+        totals, regional revenue, and reconciliation notes.\n\nSection 2.3: Invoice
+        totals, regional revenue, and reconciliation notes.\n\nSection 2.4: Invoice
+        totals, regional revenue, and reconciliation notes.\n\nSection 2.5: Invoice
+        totals, regional revenue, and reconciliation notes.\n\nSection 2.6: Invoice
+        totals, regional revenue, and reconciliation notes.\n\nSection 2.7: Invoice
+        totals, regional revenue, and reconciliation notes.\n\nSection 2.8: Invoice
+        totals, regional revenue, and reconciliation notes.","images":[{"id":"img-0.jpeg","top_left_x":168,"top_left_y":193,"bottom_right_x":1473,"bottom_right_y":616,"image_base64":null,"image_annotation":null}],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":200,"height":2200,"width":1700}},{"index":2,"markdown":"Quarterly
+        Operations Report\n\n# Key Values, Link, Highlight, and Comment \n\nInvoice
+        Number: INV-2048\nPurchase Order: PO-4096\nhttps://example.com/invoices/INV-2048\nHighlighted
+        total requiring review\nReviewer comment: verify the highlighted total before
+        approval\n\n## Revised total: 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n","images":[],"tables":[],"hyperlinks":["https://example.com/invoices/INV-2048"],"header":null,"footer":null,"dimensions":{"dpi":200,"height":2200,"width":1700}},{"index":3,"markdown":"#
+        Approval Signature and Watermark \n\n## Approved by: Jordan Lee\n\nSignature\n\nSection
+        4.1: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        4.2: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        4.3: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        4.4: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        4.5: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        4.6: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        4.7: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        4.8: Invoice totals, regional revenue, and reconciliation notes.","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":200,"height":2200,"width":1700}},{"index":4,"markdown":"#
+        Appendix with Section Boundaries \n\n## 1. Scope\n\n## 2. Findings\n\n## 3.
+        Recommendations\n\nSection 5.1: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 5.2: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 5.3: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 5.4: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 5.5: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 5.6: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 5.7: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 5.8: Invoice totals, regional revenue, and reconciliation
+        notes.","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":200,"height":2200,"width":1700}}],"model":"mistral-ocr-2505","document_annotation":null,"usage_info":{"pages_processed":5,"doc_size_bytes":26446}}'
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 3.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 3.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 3.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
21 0 obj
<<
/Length 1494
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Approval Signature and Watermark) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 4 of 5) Tj T* ET
q
.827451 .827451 .827451 rg
BT /F2 54 Tf 64.8 TL ET
.906308 .422618 -0.422618 .906308 110 390 cm
BT 1 0 0 1 0 0 Tm (DRAFT) Tj T* ET
Q
0 0 0 rg
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 635 Tm (Approved by: Jordan Lee) Tj T* ET
n 45 610 m 310 610 l S
n 55 595 m 75 625 112 602 155 600 c S
BT 1 0 0 1 45 580 Tm (Signature) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 4.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 4.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 4.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 4.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 4.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 4.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 4.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 4.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
22 0 obj
<<
/Length 1327
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Appendix with Section Boundaries) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 5 of 5) Tj T* ET
BT /F2 14 Tf 16.8 TL ET
BT 1 0 0 1 45 700 Tm (1. Scope) Tj T* ET
BT 1 0 0 1 45 650 Tm (2. Findings) Tj T* ET
BT 1 0 0 1 45 600 Tm (3. Recommendations) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 5.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 5.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 5.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 5.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 5.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 5.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 5.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 5.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
xref
0 23
0000000000 65535 f 
0000000061 00000 n 
0000000102 00000 n 
0000000209 00000 n 
0000000321 00000 n 
0000000516 00000 n 
0000006322 00000 n 
0000012824 00000 n 
0000014142 00000 n 
0000014496 00000 n 
0000014664 00000 n 
0000014850 00000 n 
0000015028 00000 n 
0000015256 00000 n 
0000015452 00000 n 
0000015648 00000 n 
0000015718 00000 n 
0000016128 00000 n 
0000016215 00000 n 
0000018552 00000 n 
0000020327 00000 n 
0000022845 00000 n 
0000024391 00000 n 
trailer
<<
/ID 
[<cb011a3ef088e46b638e8b45c01a470f><cb011a3ef088e46b638e8b45c01a470f>]
% ReportLab generated PDF document -- digest (opensource)

/Info 16 0 R
/Root 15 0 R
/Size 23
>>
startxref
25770
%%EOF

+        type: document_url
+      image_limit: 1
+      model: vertex_ai/mistral-ocr-2505
+      vertex_location: us-central1
+      vertex_project: useful-shell-447307-d4
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/vertex-mistral/e5d5e7dea67f75481fdccd6128a9003109859728067db59e96a41470266b0a95.yaml b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/vertex-mistral/e5d5e7dea67f75481fdccd6128a9003109859728067db59e96a41470266b0a95.yaml
new file mode 100644
index 00000000000..e7788b06367
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/data/vertex-mistral/e5d5e7dea67f75481fdccd6128a9003109859728067db59e96a41470266b0a95.yaml
@@ -0,0 +1,109 @@
+interactions:
+- request:
+    body: 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+    headers:
+      Accept:
+      - '*/*'
+      Content-Type:
+      - application/json
+      User-Agent:
+      - litellm/1.101.0
+    method: POST
+    uri: http://parity-provider.invalid/v1/projects/useful-shell-447307-d4/locations/us-central1/publishers/mistralai/models/mistral-ocr-2505:rawPredict
+  response:
+    body:
+      string: '{"pages":[{"index":0,"markdown":"# Quarterly Operations Report \n\n##
+        Invoice Summary and Line Items\n\n| Item | Quantity | Amount |\n| :-- | :--
+        | :-- |\n| Document analysis | 2 | 120.00 |\n| Document verification | 1 |
+        80.00 |\n\n\n| Item continued | Quantity | Amount |\n| :-- | :-- | :-- |\n|
+        Fixture validation | 3 | 45.00 |\n| Provider review | 1 | 25.00 |\n\nSection
+        1.1: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.2: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.3: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.4: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.5: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.6: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.7: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        1.8: Invoice totals, regional revenue, and reconciliation notes.","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":200,"height":2200,"width":1700}},{"index":1,"markdown":"#
+        Quarterly Operations Report \n\n## Revenue Chart and Formula Review\n\n![img-0.jpeg](img-0.jpeg)\n\nFormula:
+        gross margin $=$ (revenue - cost) / revenue\n\n![img-1.jpeg](img-1.jpeg)\n\n![img-2.jpeg](img-2.jpeg)\n\nSection
+        2.1: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.2: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.3: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.4: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.5: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.6: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.7: Invoice totals, regional revenue, and reconciliation notes.\n\nSection
+        2.8: Invoice totals, regional revenue, and reconciliation notes.","images":[{"id":"img-0.jpeg","top_left_x":168,"top_left_y":193,"bottom_right_x":1473,"bottom_right_y":616,"image_base64":null,"image_annotation":null},{"id":"img-1.jpeg","top_left_x":1247,"top_left_y":442,"bottom_right_x":1473,"bottom_right_y":616,"image_base64":null,"image_annotation":null},{"id":"img-2.jpeg","top_left_x":1247,"top_left_y":657,"bottom_right_x":1473,"bottom_right_y":787,"image_base64":null,"image_annotation":null}],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":200,"height":2200,"width":1700}},{"index":2,"markdown":"Quarterly
+        Operations Report\n\n# Key Values, Link, Highlight, and Comment \n\nInvoice
+        Number: INV-2048\nPurchase Order: PO-4096\nhttps://example.com/invoices/INV-2048\nHighlighted
+        total requiring review\nReviewer comment: verify the highlighted total before
+        approval\n\n## Revised total: 245.00\n\nSection 3.1: Invoice totals, regional
+        revenue, and reconciliation notes.\nSection 3.2: Invoice totals, regional
+        revenue, and reconciliation notes.\nSection 3.3: Invoice totals, regional
+        revenue, and reconciliation notes.\nSection 3.4: Invoice totals, regional
+        revenue, and reconciliation notes.\nSection 3.5: Invoice totals, regional
+        revenue, and reconciliation notes.\nSection 3.6: Invoice totals, regional
+        revenue, and reconciliation notes.\nSection 3.7: Invoice totals, regional
+        revenue, and reconciliation notes.\nSection 3.8: Invoice totals, regional
+        revenue, and reconciliation notes.\n![img-3.jpeg](img-3.jpeg)","images":[{"id":"img-3.jpeg","top_left_x":287,"top_left_y":1643,"bottom_right_x":715,"bottom_right_y":1859,"image_base64":null,"image_annotation":null}],"tables":[],"hyperlinks":["https://example.com/invoices/INV-2048"],"header":null,"footer":null,"dimensions":{"dpi":200,"height":2200,"width":1700}},{"index":3,"markdown":"#
+        Approval Signature and Watermark \n\n## Approved by: Jordan Lee\n\nSignature\n\nSection
+        4.1: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        4.2: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        4.3: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        4.4: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        4.5: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        4.6: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        4.7: Invoice totals, regional revenue, and reconciliation notes.\nSection
+        4.8: Invoice totals, regional revenue, and reconciliation notes.","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":200,"height":2200,"width":1700}},{"index":4,"markdown":"#
+        Appendix with Section Boundaries \n\n## 1. Scope\n\n## 2. Findings\n\n## 3.
+        Recommendations\n\nSection 5.1: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 5.2: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 5.3: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 5.4: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 5.5: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 5.6: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 5.7: Invoice totals, regional revenue, and reconciliation
+        notes.\nSection 5.8: Invoice totals, regional revenue, and reconciliation
+        notes.","images":[],"tables":[],"hyperlinks":[],"header":null,"footer":null,"dimensions":{"dpi":200,"height":2200,"width":1700}}],"model":"mistral-ocr-2505","document_annotation":null,"usage_info":{"pages_processed":5,"doc_size_bytes":26446}}'
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34Wbn]2^!UdBTg$Gr:S/.]tauu?SIoomj*BG9"o>.$Hld1RO%>=J"8@oi5-1o^L/lihAQ=h2>k_<-nKkaBTg"1r*9s)OUFufrdrNCH#NG$<P?/Wfa>o00Ua9Uec'GWpP,0;Yl"["8b1a(n"+Fc\TnP*?SIoon"p#$MtW:&Up0b#UIk%5kjO@;*c?_Lne[63aa9SnLN5Dci<mb80Ua9U?2gF2jlaW5/:YKLP.VV,)^<cE2c*rY$V$?@]uAkWQ#>QPD#)8<pBlCchZr]?qhJDTo&T3,DhmN&o/"Hp0Ua8*F+7]]4mDe3,k;b1-HY#qhf*iOHTjHNqurieo!\3M6f.F+[ne<"_.]"E4oJ*<2l,WMZcQQ.RNuf=J+M`\l?VECne[63akP(t<-\Rm?9P4a"f"Z[[dl@]hUnEd:+Lh1BTg#Vqut.\hR!7+ne[63akOa@N4^#k4&7JY_.]"E*W1W5S(+e-r:1Y_-HTK[02gZ>Sj0*6^L/lihHGEFntu-I<#Euar8l%)kV$9!m%-?I"1jc44F+"*/WgjrF&fC;BAf1jPJ?oL<]K/jT$%k7^H?f3rmm)gVWZZlns=)S?8mfH6\AHKd_W&#rEc_ok)oCb<TP6.XOc^S>W8.bhlA"[8[n.)an*@cjS?:YH*F_iI.g'[@<no"rdcE<$h1Wd]N%+I)j%fsH*dHd-#[5<a<'Cq:Yo'#4\pRO4i;$tl.P-9cldVpV<SqqYl*V)S)gbO?E0T*$HleJ]G^]p7^UsG6>j6Kns:_B\A->Jm,1_a2cX;^bEFm9?iO4dnYhP=Vm-*\aW'I4dQmNrW0!LEYl*V))s-PR.(8]FOIMrJr8l$>ipXkuG4VYo)m6FCjiMl;n)!gsoVdijX0DN`aa<7?p>GW9W/qssYl*V)HfFM9aL1]>O;k%#r8l&4mI0#<FnVbq)ksS7jiP-tn+i>.pSa1#hQ?_;ah-MMaEp=)Ns`FQ%Ei+M]W;$$4el<A;'G\0BDK`7GKJ_jH#*$._VK*6rpo.Cq\pr%D;L2\H_&>eT"IgJA*'i;HP^n$H25XIfAgeZ]X<$gj0&)/IsLU6oJ].og:T@bQYo+go&P5fDj%c@Gq\:Umm@$EjF-',T"MIVn)ZTK7/lc<rQF(tH#*"Xc1TkMr8l&tk\moB[<Z]RDVWjoH2#Z2GrPZ74mrBRr;DEuah-j,J@m\Jo(P;9,k$o21\-Rbb25-kP.Z6na5if0Q+qgB8b+q@SWn=8=8kCX8b+M4r2b>2k*]j,o='+SZn\%\SrLkLntFK$md]oHMCsH(\`MkINSfBOq)<Wh.N]r'Wa.c6>,SEKKX>N=o`/ao03p3JdOeQ!d%3l*GcemS1377"\uKD4qtX56GqjT`/\H*!)nT=r$cjjdpTD)Oq&?h,:IC?:MYkOJ;-<feD<FD,A+GNSRu:?Mre>7hkE%LjMYe2+XK_Uchju>KT.=ni>bo7-pM`2IX2A2!$ff)<QG4g%In`Z"8mE2LUTj[PhFe[7B<K1,E<-Eihn?^L26H"5>SoD(@JRO?2_Lr]>_rjKVCF-H=81Qo1n6(9@GEu!jmUXS^5/A%,qb.GUp0dimuo884'1FY\/>Xs?fsU(^[k]e$fcsl/:Th[]_:K/,qb,qX0DN@']+>B`.`15'pcV%Wiqd?EFIYWkK7]3GJLs@`GNf3qWBnTn*c4u'QH3Un,6M1HM]edF$al9Et9Wmre=M.Wb6>KF&1pmrW\\AY\.sZi,2>]r!fV[qgQL)ceY'Rq0Q3dm!cnoceXsRq7BoQrdMg,cX!)/q7BL-iVeWqT"?h=neWEe@F*riaS!k)\\Au,$[WZ`;Qb'rRJhi]>M-9lpMrFg8aA$-hSPl']peh<8ichRbF<^jif<1_'aEj/3e-\jg;LN7(WQ+r%*iWWrg(W@6g%'H(q46t5=S*T$VQjJ=5q*,h%U(f>T81^>_rjK[Sll.\GVuZBk_]rKTf(H=_mN$RV/Y)=sU/p<0KEt@.K2u__%MJm(DE\ItqU&.rf"0_ah!WU\tpnA?Nk)mD:m0bNjF7!;F\q=5q*,<=1,8F["O>HPT]<,]8IU)0u1Qb>I*!\Dt,EKu<M.,*_gQY..&.YemYjSVQ[\Zaf!AEKLS5k4Kh.8^HCRS&C"0*0ka4^jUME=55&R7cBHAX%.$WZaf!AE<-E=kM8+.\":PR2i4$+n6t1ej#-1+>]Gt;W=#9Yh*+reT#DF'M4:F4G2AE-[I%+%EKdn($Ld(>4A=q0`>(=gS"]=@hXb56mo`n8PITQYYN?9S5l[Fp'fUsgX70$D..e6;M^rZX2c/IrIrF,jZaf!AEF[l5@CYWL(0B9:DW%9<!-E/*iej5DNVY%_'eu@oEQ(Z3*r>Q$Rj%6s4c:h.')0>M2r#[(n*O7_EKdoeY5Q>aPP=@6`>(=g]4]nD2c\_hHPT]<,jpD2^U`%g%d7&#EKdo5pANnNjIO])\DeiTQQ1D7@cSQYZaf!AEW%6`_hH2oWFp4i:#\3^r8o3b*S.R,i[/Y.<oW53f<`!H-?28]M3iEscf0hO`9eo?e=OVo2sL!>aZI"FEQ(Z+IH6sTZaf!Am3_Camo`n8PP/oprt#-k=m#~>endstream
endobj
6 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 320 /Length 6311 /Subtype /Image 
  /Type /XObject /Width 360
>>
stream
Gb"/l96);g&O`h>eXT8+dQMZFPnmQ1M8j/$$3;85Nc9cm9#IY6%g62pF%.rm?XNj2qd2SR91qoNlgOMi'#Ua+UR%2]d'?4&:HeaRDd7_Z-^5gX\DeQqh&$IlB\[6?`GNNKP=D''](T93ESGG.U_0D_Q@0NMgbrE\/'rZdo]rinijRfLD",]o<(F8YM^rZaY0d>9\S:?me7Wd?D8Wb#i"n=B*GtX(Y./>Y96^E$S"Pc_I25o>*o)`6S3q2dS'p'g/?ZL"\9jS@*B-q<=8,j&ESGHAYPAE@S3$**Zaf#'iLX<DceKXc>hWh1`GNLU][mq%]/jirZaf#'iL\q?,M-!;fC`9OESGG<m]rDLW/eLd/?ZL"\6cXhM<bP_U<hhVgOnhhY0u--p4jm^5)Uq/)m9(qi7Q+t^'FR"M^rZaY.HN^/T70J"ME(?MVEk)+cU-d)i+;Vm^'F_[c'[mj!T0Mj*M_tmBa=^[c,4tj#QhQhY&Z#/?ZL"\=q>q4M7r(8\dNJ.rH;DZnrgODldgkXj?!agOgI;(A&X$jf@`p`p'h>ijRgC8`Og`L4/5-I25o>2V^u?4PnpKmN8.KielKFRk0OH^`1UW3nV_Z>]JT1ai=+4Nqd4E3_K6"Y./>Y-.7#^^%(1_\")enWTHh.`n\H.'qH.5*GfdCDI[SObt?'8UCO<7'"9AMs"3HHa:(W^R^j'?0c0+)OlU)@.rcML&MDJWa>p?meEuEkgrA.?lgl#T%9K%4pKWR0R#>I5?]d.rZjA%jdaH!;\hDr6XjGM%/DZOt9+B:sqRjW48CbUTnl&b<??*qAQK:hK<Sf,%^$'7(1Z+F?RO`@sF,cN<fc0W;!M6L)ijs3uf7D]r9>/2&?ZF&-k:U$CH"46ljl\.s\F//&q3O%K>?>jZiem'Ih3`S8j04*&k:<^FmbGLDQT&1'QuKe!MX/RDSp#CsZ'fUp)k'i56LNeo4aA9HX#PMC=5;Cg+)cELY."[b(0B9ujYGKZ7WaE$q^en[5Kdi<jc/,F(0B;[C@M,lF,;ig)LfY1M;+EPj*fa)PrI"CN^$V)2Wjj.UG2.XRl:hH%mF(S2WhSDUG2.XTf5`,!-t`cmE0R!Yn*#l\^MMPB7W'Ei\or=8Y\!.F0.Cp:'>O=`,3^-Pt#3=k@SXKS."%UM;+C:/WIW[cfO"c4WUK3'"9SSg).5CTDQ=,FA+Z8-#R41N\h+75$bg04=lT)'"9SS9cA_2T17\A*#ZUuM;+De.?23W:G6WKAp(K&.kV)di@QHQhPZo'T'H>tFadY:bILUt-ZAbqRQB*h&J_cof]3M9Jl2j(4egreNg[Nl;)mk!\OTWSo');rii;oqPOj[4\Oo5U5kX;l\<h6Z-`XW$%u3*8l@Wu(O/TQ2dO=JR6fX0(oXK8*,9AJ_)me6^5>9pYq#3Ih\;l7iNP[kDAD[)*qrdgood\/;FNSAePN;ZEbu[EMHUPh18u#*e4.7G`2`Fk[ja"i$0$Bc,b.ENX>fJurZtPdQ6u0:`^Nc\V_l=baXiaX-I]=?fH>F`?a`H,sDYXjDmOI^O:.(6+rP1!,7F`u4`B<=V8b.>mQ4Kbu^Fku<">i^,.CX[U<QK==4@c/<np5SV9jVi>Pe=8V-HYTKqaQXZi]\E=ITKiG1eD"DD_.ji2QsW::,tV(jRr2#>og.pagl`4EJPs`lg>4W3ahR-E]4J3hKVJQjPB=Fn:+]N#Ad^AY44d=N@C;An")Ims8.s?@.P"Om7/UD9[P,2\%ONo9:DpI\4_UUo:;UInt()9pfEHM"e1j9]6\Yk`Y;.1pWslJIV/EgfXs?%NDl$"VJ).*0&@HEf]Q&HjsB!SrK\jM9[P,2]t?)taU]JHc-*oYPK**E=6.UoPN6lY`pec@I24_ZDsm7J<mMREDa'U8YHKm>5<o&MfY!3SLXI#g"*3621eD"tD[\l$>-N:aEmLR:4B^=LakTDCpq&G]C\XlQl9NPIP3X<OiNZkSPrHjrHNQ2(i(tG-H2DSeN:H=0!V=GQ#i(Uu)h._GgD]fHW-nIqDbSP(H)&&-r.[O\_"Kd_gcI0-9[P,2'>-'tOt(Uip=[,'H7j,0d3O!Y]J9>U&p;"`fs.EVG!&0G]Em:_hY=]&06l872s@SLKf3)jR%d1CApRt^D9;'nmB]GS[o_FRU.Oo&HXli)RHf=io6DW=<o04<8b2"jA,)U/l@A8CFA%67CjhnL8b/0lj73-3OW*lfUo'^TilW3=1eHOjDj71&[a3]>ObUN2L*k#Hl]$:7_"N&WN7*eHda07bbIoVu`2NjIc`8p?g-5W<^&iRiMC-H'i/Jm+LPsXEV6[R'hFL,"j9>(n&/9\MmBaKl)C9;IUIk%9G[ng8Vo/5]=K=$:2j2Q6H(hl*`;+9N[a18nk`!0:O4O.GrV_`hB`9("(.(f=&6d(R2(Am`"D<:-KDZFjm&P))5V>_*_W_0i&_IoAF4lfDqg)[.n&?%>V1%3Y5OEu>?9A+g5!,K1nq)3u\:Khq_=fl;\@dr_-HV27NStqeG6QaaTZH[n17BKW(#BdF"5t:)jb<B']J2j=jLrMO_k!%lhB%g2nY+/iYIlSYPN9Eu)t3L,Zp!&*];1A1.rS,/,^HTb`c+TE*Q%OG0NV"UH"2^Yaa9dAL:b$FSg1&iT!q"XUX:?40D3>(A!VNEp3@S;V!%;<17BKW^"sUoD7WrY5)2bJ4g2LQ7?cfGg)IrsIGQYWT;/7ASlad9U.Oq4mZ$085O98ccO&$=cRWp-d3NuVG[n8*GM<>dF+Q,eqOGI*b.E3OakO]Pn$`)(F+c`T8]*]p]J2j=jR)#fiGO-FH(QmhiSJ3m@u;VTgWUVS%1guddcY.T\G'._R%d1Cp@H:Cc`cV)mdkNn&^kXeZb/"]PN6TFNT%<emO?k%jGd\,8`$W,)",%)*OXX`2j2Q6GoM*?\G9ZXP]&hD84Jg(mHonlrmPa;_J_O,7P^DXDgQE89+cT+&Z"CBB6e!E-HSp?NF@pYM[Ud=pHHb>;`%'P*cDIn6q"qTL3oQSN@C;A09nJNE?*G%^H>X;mX:B[VJ).*Cu4qBr'Qs#)(f2'GeSqN!RFj(5iDA-7YEg]dJuDe_jHhS.rUYn>C+1g*Hl,sT'oS!)cJRb?<V7UUMYZAIKMpno9)&0BTg$PhKTj`T%EsES@g3qDbSP(H0(#o7SDg=:I4*u/pUra-HRcV]SlSGp$0kujkVG4@u;VT.rTf+3Xe4NZ!iOjo59f*0h%;ePrCm^h5H8&Y*Q^T7?cet2l:lHV1G.\WS$cZTLn^s)j\R#dK%U/06q&b-HRcV(fP>lj,1LhOuFq*Xfp,:='<53]Od<soeuCWF*=[^76W2a`m7'p?d$0N7n(12r*%=tNJll.Cs(<*%DCZod$EO62p`gqjUFlDF*f%m[?nN\7?cet2l:k+e,c%_WS$cZTLn^s)kY#oW<4sFC<7Dn1eD#!j$V7'n3(mok1qG2@u;VT.rW(Yq)S-5c_KUX.sYW^-HRcV$o;'207=0Wmrlel;`%'PH"0VgX.RAQHW'FS'MXaWfc,9V.]3.^IKMpno9)&0BTg$8hJeUs],&(\H!ZhUP;f@PP.[=AE0SAS0"k0ggA)f0`&qCPUR^)b)t).!f;PB(d*DA>,N/C?)[P52hM<k?rQDmc=4Lr/@u;VT9BD/'9+@^-Gp=2$P*a3.RF`<H*V)ZTRNsPC2tAUWLcXUVA2Hm7p>.3FkCB38Gp=2$P..nZ$Ddd/!I5n-9p2uj2p1S?_D^J7A2Hm7Y20/@7epZWNFXk;hNm#c?IJa8=/eRD84Jg(mH4q:1ogDBY7>h&),6:'R5^)Q.-u#\3ol921eHP!hQU6VKKa%K6f(@'PN;,i%K"l^O?TSA6f(@'PN6T=%D+HiqRj1PKK]q@SAVJO]7D<NHb24;D]_rN'@\1D,bms%?L<`3H\^28BQ_B8a_6jMpNg?<\cMLb<#tO!17BKWV;Bk=BG^?pV=!hC17BKWNSZY*@^(8Eba"AnhO($/nm:L=_oi5<B:!_fH0(#7RO%>jhJd`N!8D.5bih5DmHrao#GF`[hVnt\Bd!.1,-6,tH"2^Yaa8_#@.-rh?H:.X7P^DX0>9@bV1IFbT]#B117BIA\2PCe!T*"QpsT_o)u40LYL3C=]+A8UPM1`>#MLEL>$Y.'Job'+(.^C*:I31<8k'!FRQrHXT'.;oMr_Ebaut6NYf&\SU;+(]QJ1P]DdN<D>i"QV1eD"%Da[5#\^/9!D3;JnN$cZ)j,F1U+SXPq99#)nP0kP#6+i=)%HK]+Q+^Jo7P^DX07l-'MuheueM=-lhFL,"j=U*qVDOD3]N<SMaW&?8P.\3Z8<sI#T=<"BNZ]*5T8dNI]S54`QNhK&:WfDl+:qPF/SL<[-/L=>RoAu?\tq\,[Q[L7,^K!p;()n75+bnCA*&\!RNugW2eo1?gh2t2DQg]-7?cfWoL?AJOSeBEThUh3VJ).*C#16s#'ca\.o%,U`Y;.12ocj[dQm6,HU[R3hO($/ng8S`7iKHsN[XYIb8XA:8`"-!5Y2'gcU$[IIsGO]-HR4i%Eh[.@,??;7s2ll;`%)&+E&*n!LU>Bf5_jXa,69dhC.Q)%%(<=J9ebI?.:$99[P,2h7[6e:Y<=>\``7>2l:8O]Y<7,O!SW!hV:J@a;\&78R=o*/.Ek@?3]i+3ol8LRO#)'2c`E\2D5A\:EB#G'MXbB`>]a`#b.09]5_TV`Y;.1pWsl6cc`P<WOT!A-Z;]+,^E1uYq6FG]PQB"6e(p,d3O"H]l>5*jLg.NqbbKT;`%)&4`;<4"$&"^f6EtZ`Y;.1GJbAT`W4=XbM>-kH/fW6P1SM/\*#(#ar?+LP.\NcBTQ;#H/f$%P1S)#4n=L-GT?QcGob9XH+gl<-Ejq/9&A2fPN6laI7$G*f?J@nRO%?7DY[D7nEZfo:-b$(rP1!,8C];7`B<=V8b0UUQB.d*Xob6Y9Jl,d+%"M;<B[coQ)f<1<;0Gdn7pK)%>NHsV$Zt18=n#=\X#HS3oq*#].A$O.IRn<,]AMrb4CL;=S?Bn*dR-dP.W*hW6Hiq9,Z:--Ee"UP.*gtKmCX[XK(4[m.8-UNP\&$H&i6AB^1[<U9"!t]A=c-/ri!RNR0.>khc&iOBXnG[=*K0]Rb%?mI(W1Q[,a*f&"2f)J-EKK\Z._OuM/(7iFC5`@^'"Ng[Q=>>Wa=a=D-O[rC!\%ECf!7W_sVbILUt-Z=7[o_=m:'c2O-U(2IdV2Wi9P?2!GDR)=aNUsFq=nu<ZgRan6%XI*=N/**@=5p[OVPur>fWM(68s$Rr[llZ?*V.3VXhKb2R4E:3EtdDpar;;-E@t(/-#S'IZo[9-e_3(s[(-gY4Z?=\o#=RE*sCM,M;+U@V[e!i?7/6n3EP2qE$NjUD]%fEq8dV'DL8Ou3og`CS[TVeY/G2'oi6d[ES,,<_sun^h"FuCFiYLLIC?W]MRaA/4nnY7#9S2/pqD[#AZisgcZL+AGpBK$#^mIigt+S/Dg>ifX(gadP?2!Um\)]&NR`J)T5SgXELFAldk5RKZn_E)`>(=f]/T?P`aJtuc<"7jK=Dka05jthFsr?e5)UqoV,lbdhFN_t@@tLRf2tZ^J_V2)dO=Ig\Dl5cIN=fhOX?()5)UrZ;Ah+kXZ+[e&TkbHMAsLAW2&,e--P-\/M58E47[0d+^/'8V47%he-[cZqguL7Bob]NDaAH96cBd!JQmA75"*\)eOnk94]gXOkE]JIf>n7@K[d]u9&0,FKM1qn1.g?rF!Y^N0%<n$9puXbB@u'^-#S&^Ji]XtQ3VdHgO?<DA`+cF.Vp!i?!*9#'":$5n:&@<SVH,a?ZF$oi`<$',-U,(MsYo2'fUqQU(6q1G%n1OYINQrEV&(PqW9['^V%nPMVF)ZX:E:`p73H#=^5s9EAQ/(Q$6r[+FP#,gh,=uFh$L<h'u0l`>,j(2aJJIGrIX<en9!AD8qQ9a'mi<m/co`>]H6Q6e/H4pZ+mQZd7WggPd)LNkN)\Y?t]7/?ZM-\3Y%*2tER/"M)k<MVF(/ToR[9/pdTeZaf!Qj1;:$.BaO+^X(nsgPkI!%S(EC5)Uq/5HaGsrFre-qCJeZc+#BMftn2EWH(Y(`>,j"fBX15p@iJrj2O9@.rI02iP#6+%?e`-I25o>B&&RXrf.pFNI1ORY.2`dgXgho%@+r`I25o>B&()CrlP[-7Y<m_.rI02L,sd'';X$Kcf0i:O1TN.Ir]V+dAG7LMVF)*2o%@29cBT!/?ZM-\4.!Vebr.jHh:HGELUr"2TV4S^HRQ+DDSFa$d$h1fk5<DD8o#.7b9h^.rI-qN\PkS=^5s9EL3KkV5:#bp&F]bM#RJl3SJH~>endstream
endobj
7 0 obj
<<
/BitsPerComponent 8 /ColorSpace /DeviceRGB /Filter [ /ASCII85Decode /FlateDecode ] /Height 120 /Length 1127 /Subtype /Image 
  /Type /XObject /Width 120
>>
stream
Gb"0S99,N-&-U@\E!p$gpV25s0ak1tn7&1/lCf@c&c&IWYll9AJVk?<E?'IWs#M7B?AS9OH?j%FCqh7:hoF@+J%XglLROBk.n=2M%sHMJ;lQZUgQ6^1,Foo@H1BDUS:uGr"B,hPQKZ#&,H3%N$f0+=@FSeWj^N/=1"8"L<E;>*"/lGaCR$Mng!niK%6gD)WRS&@D)+&\4R0Z+As<*s&p7,cO2bZ^K=[hadm9-)Vf(\a(D,_<WI$WmAs_Z^W>djmVH2ef6gHhO?`i8LgVTA`<N7Z;I2".mP<Ss!X.2&)42[3*cH\21SJfKiB2>A0c6QquZaj14B-+A9fiG;L1DLeeCa`H2R>m/GelFBa*.SH>Q5&b3?lq,gDWr]0Ol=TLW.?9(k8DcO&<_*YC:FJo\M#gm,2JYD<5D2kmrKr=_9Odbl"(@Y;XK@S)PrlVQM(D;]*<1f#@u%\Tu2/pCl+='13-1i<0F^TLH1,e$W@6k#>iV45MK>HF7PF=o8\#A;+m!PF,!U$OV`,*i1Q1HY(!i``u.2q]YiaS:29U4gY#9&\nX=]W3tf,B*4^`rSPn(C>1)AS[HrOjR%o&IN3Mmql(mZDJ(?)E7jRETp?5$S^#Za@CNQPH,%[PIr=5H6C'$:B*e&Qe94;)hcjr1'sd>!m<mqF#;f7qB,dE8r9\;c1L.>YD91FH(O,QqX7!3tZQE=F]rX!s=\-6'1DX+^]oFlN=\cYd1CmW8s1uusA6$cOk87_iFg*Z34cXfuF3a*e?:>&L;M2ID9NS,`bl/Td-^QEKmMpa^Thhh4(ijr!o_5oMdE=P@Wu<k53?>+B2;C3_W$XCQ3?>"K2:+@SV(spN=]Ljcs3]l2#NBt$'PD:5;U.#Hrcnr!X#UD]46O$%/*P3Sp<7;)<n!I/D4]?XWN7n:g,?.@9P%iL[:*BkNT/4lC@/Zq!qi,Ce>ddkd4Llne1&_QM_f>;Pl7VE1MZWJmr'jlLqmLQ*4_iNhr-bcJ_\c.WH"+p6LO1+1&7'W6Z2:-QFY59,'S7>q>AHJ,7e`O.)"^H+O>#X>+K_EON0>]`*Tu_aHN.UDVr!eaMXO%eFCWOS0c\Ta<R7He/d^HbUnN2f\&OGIGVot,08f80<+sRK2m^F~>endstream
endobj
8 0 obj
<<
/Contents 19 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ] /XObject <<
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 7 0 R /FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 5 0 R /FormXob.e5c3147d18f9867a4f108d3a55a248b4 6 0 R
>>
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
9 0 obj
<<
/A <<
/S /URI /Type /Action /URI (https://example.com/invoices/INV-2048)
>> /Border [ 0 0 0 ] /Rect [ 45 575 300 590 ] /Subtype /Link /Type /Annot
>>
endobj
10 0 obj
<<
/C [ .83 .89 .95 ] /Contents (Total highlighted for review) /QuadPoints [ 40 579 540 579 40 555 540 555 ] /Rect [ 40 555 540 579 ] /Subtype /Highlight /Type /Annot
>>
endobj
11 0 obj
<<
/C [ 0 0 0 ] /Contents (Verify the highlighted total) /QuadPoints [ 520 525 540 525 520 545 540 545 ] /Rect [ 520 525 540 545 ] /Subtype /Text /Type /Annot
>>
endobj
12 0 obj
<<
/Annots [ 9 0 R 10 0 R 11 0 R ] /Contents 20 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 
  /Trans <<

>> /Type /Page
>>
endobj
13 0 obj
<<
/Contents 21 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
14 0 obj
<<
/Contents 22 0 R /MediaBox [ 0 0 612 792 ] /Parent 17 0 R /Resources <<
/Font 1 0 R /ProcSet [ /PDF /Text /ImageB /ImageC /ImageI ]
>> /Rotate 0 /Trans <<

>> 
  /Type /Page
>>
endobj
15 0 obj
<<
/PageMode /UseNone /Pages 17 0 R /Type /Catalog
>>
endobj
16 0 obj
<<
/Author (LiteLLM parity fixture generator) /CreationDate (D:20000101000000+00'00') /Creator (anonymous) /Keywords (document, invoice, table, figure, annotation) /ModDate (D:20000101000000+00'00') /Producer (ReportLab PDF Library - \(opensource\)) 
  /Subject (Semantic document coverage for tables, figures, annotations, and metadata) /Title (Quarterly Operations Report) /Trapped /False
>>
endobj
17 0 obj
<<
/Count 5 /Kids [ 4 0 R 8 0 R 12 0 R 13 0 R 14 0 R ] /Type /Pages
>>
endobj
18 0 obj
<<
/Length 2285
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Invoice Summary and Line Items) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 1 of 5) Tj T* ET
n 45 625 m 45 730 l S
n 245 625 m 245 730 l S
n 405 625 m 405 730 l S
n 565 625 m 565 730 l S
n 45 730 m 565 730 l S
n 45 695 m 565 695 l S
n 45 660 m 565 660 l S
n 45 625 m 565 625 l S
BT 1 0 0 1 55 707 Tm (Item) Tj T* ET
BT 1 0 0 1 255 707 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 707 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 672 Tm (Document analysis) Tj T* ET
BT 1 0 0 1 255 672 Tm (2) Tj T* ET
BT 1 0 0 1 415 672 Tm (120.00) Tj T* ET
BT 1 0 0 1 55 637 Tm (Document verification) Tj T* ET
BT 1 0 0 1 255 637 Tm (1) Tj T* ET
BT 1 0 0 1 415 637 Tm (80.00) Tj T* ET
n 45 495 m 45 600 l S
n 245 495 m 245 600 l S
n 405 495 m 405 600 l S
n 565 495 m 565 600 l S
n 45 600 m 565 600 l S
n 45 565 m 565 565 l S
n 45 530 m 565 530 l S
n 45 495 m 565 495 l S
BT 1 0 0 1 55 577 Tm (Item continued) Tj T* ET
BT 1 0 0 1 255 577 Tm (Quantity) Tj T* ET
BT 1 0 0 1 415 577 Tm (Amount) Tj T* ET
BT 1 0 0 1 55 542 Tm (Fixture validation) Tj T* ET
BT 1 0 0 1 255 542 Tm (3) Tj T* ET
BT 1 0 0 1 415 542 Tm (45.00) Tj T* ET
BT 1 0 0 1 55 507 Tm (Provider review) Tj T* ET
BT 1 0 0 1 255 507 Tm (1) Tj T* ET
BT 1 0 0 1 415 507 Tm (25.00) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 1.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 1.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 1.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 1.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 1.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 1.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 1.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 1.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
19 0 obj
<<
/Length 1723
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Revenue Chart and Formula Review) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 2 of 5) Tj T* ET
.2 .45098 .85098 rg
n 70 610 65 70 re f*
n 170 610 65 115 re f*
n 270 610 65 90 re f*
n 370 610 65 130 re f*
0 0 0 rg
BT 1 0 0 1 90 590 Tm (Q1) Tj T* ET
BT 1 0 0 1 190 590 Tm (Q2) Tj T* ET
BT 1 0 0 1 290 590 Tm (Q3) Tj T* ET
BT 1 0 0 1 390 590 Tm (Q4) Tj T* ET
BT 1 0 0 1 45 550 Tm (Formula: gross margin = \(revenue - cost\) / revenue) Tj T* ET
q
70 0 0 70 455 655 cm
/FormXob.6be40eeaaf0d81d18750dc0a7f9dc213 Do
Q
q
70 0 0 62 455 565 cm
/FormXob.e5c3147d18f9867a4f108d3a55a248b4 Do
Q
q
45 0 0 45 455 500 cm
/FormXob.2a88ac6712c9ca727e4ad8f25bcbdae2 Do
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 2.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 2.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 2.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 2.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 2.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 2.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 2.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 2.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
20 0 obj
<<
/Length 2466
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Key Values, Link, Highlight, and Comment) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 3 of 5) Tj T* ET
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 700 Tm (Invoice Number: INV-2048) Tj T* ET
BT 1 0 0 1 45 675 Tm (Purchase Order: PO-4096) Tj T* ET
.94902 .901961 .352941 rg
n 40 555 500 24 re f*
0 0 0 rg
BT 1 0 0 1 45 560 Tm (Highlighted total requiring review) Tj T* ET
BT 1 0 0 1 45 530 Tm (Reviewer comment: verify the highlighted total before approval) Tj T* ET
1 0 0 rg
BT 1 0 0 1 45 495 Tm (Revised total: 245.00) Tj T* ET
n 45 501 m 150 501 l S
0 0 0 rg
BT 1 0 0 1 45 575 Tm (https://example.com/invoices/INV-2048) Tj T* ET
q
1 0 0 1 90 130 cm
n 18 0 2.4 70 re f*
n 21.6 0 1.2 70 re f*
n 25.2 0 3.6 70 re f*
n 31.2 0 3.6 70 re f*
n 38.4 0 2.4 70 re f*
n 42 0 1.2 70 re f*
n 44.4 0 2.4 70 re f*
n 49.2 0 2.4 70 re f*
n 52.8 0 2.4 70 re f*
n 57.6 0 3.6 70 re f*
n 62.4 0 2.4 70 re f*
n 66 0 3.6 70 re f*
n 70.8 0 2.4 70 re f*
n 76.8 0 1.2 70 re f*
n 81.6 0 1.2 70 re f*
n 84 0 3.6 70 re f*
n 88.8 0 2.4 70 re f*
n 92.4 0 3.6 70 re f*
n 97.2 0 1.2 70 re f*
n 99.6 0 3.6 70 re f*
n 104.4 0 2.4 70 re f*
n 110.4 0 1.2 70 re f*
n 112.8 0 4.8 70 re f*
n 118.8 0 3.6 70 re f*
n 123.6 0 3.6 70 re f*
n 128.4 0 2.4 70 re f*
n 132 0 3.6 70 re f*
n 136.8 0 2.4 70 re f*
n 141.6 0 1.2 70 re f*
n 145.2 0 3.6 70 re f*
n 150 0 2.4 70 re f*
n 156 0 3.6 70 re f*
n 160.8 0 1.2 70 re f*
n 163.2 0 2.4 70 re f*
Q
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 3.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 3.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 3.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 3.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 3.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 3.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 3.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 3.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
21 0 obj
<<
/Length 1494
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Approval Signature and Watermark) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 4 of 5) Tj T* ET
q
.827451 .827451 .827451 rg
BT /F2 54 Tf 64.8 TL ET
.906308 .422618 -0.422618 .906308 110 390 cm
BT 1 0 0 1 0 0 Tm (DRAFT) Tj T* ET
Q
0 0 0 rg
BT /F1 12 Tf 14.4 TL ET
BT 1 0 0 1 45 635 Tm (Approved by: Jordan Lee) Tj T* ET
n 45 610 m 310 610 l S
n 55 595 m 75 625 112 602 155 600 c S
BT 1 0 0 1 45 580 Tm (Signature) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 4.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 4.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 4.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 4.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 4.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 4.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 4.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 4.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
22 0 obj
<<
/Length 1327
>>
stream
1 0 0 1 0 0 cm  BT /F1 12 Tf 14.4 TL ET
0 0 0 rg
BT /F1 11 Tf 13.2 TL ET
BT 1 0 0 1 45 770 Tm (Quarterly Operations Report) Tj T* ET
BT /F2 16 Tf 19.2 TL ET
BT 1 0 0 1 45 745 Tm (Appendix with Section Boundaries) Tj T* ET
BT /F1 9 Tf 10.8 TL ET
BT 1 0 0 1 45 30 Tm (Confidential | Page 5 of 5) Tj T* ET
BT /F2 14 Tf 16.8 TL ET
BT 1 0 0 1 45 700 Tm (1. Scope) Tj T* ET
BT 1 0 0 1 45 650 Tm (2. Findings) Tj T* ET
BT 1 0 0 1 45 600 Tm (3. Recommendations) Tj T* ET
BT /F1 10 Tf 12 TL ET
BT 1 0 0 1 45 472 Tm (Section 5.1: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 444 Tm (Section 5.2: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 416 Tm (Section 5.3: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 388 Tm (Section 5.4: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 360 Tm (Section 5.5: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 332 Tm (Section 5.6: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 304 Tm (Section 5.7: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
BT 1 0 0 1 45 276 Tm (Section 5.8: Invoice totals, regional revenue, and reconciliation notes.) Tj T* ET
 
endstream
endobj
xref
0 23
0000000000 65535 f 
0000000061 00000 n 
0000000102 00000 n 
0000000209 00000 n 
0000000321 00000 n 
0000000516 00000 n 
0000006322 00000 n 
0000012824 00000 n 
0000014142 00000 n 
0000014496 00000 n 
0000014664 00000 n 
0000014850 00000 n 
0000015028 00000 n 
0000015256 00000 n 
0000015452 00000 n 
0000015648 00000 n 
0000015718 00000 n 
0000016128 00000 n 
0000016215 00000 n 
0000018552 00000 n 
0000020327 00000 n 
0000022845 00000 n 
0000024391 00000 n 
trailer
<<
/ID 
[<cb011a3ef088e46b638e8b45c01a470f><cb011a3ef088e46b638e8b45c01a470f>]
% ReportLab generated PDF document -- digest (opensource)

/Info 16 0 R
/Root 15 0 R
/Size 23
>>
startxref
25770
%%EOF

+        type: document_url
+      include_image_base64: false
+      model: vertex_ai/mistral-ocr-2505
+      vertex_location: us-central1
+      vertex_project: useful-shell-447307-d4
+  request_source: recorded
+  schema_version: 1
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/migrate.py b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/migrate.py
new file mode 100644
index 00000000000..08f3cc66a42
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/migrate.py
@@ -0,0 +1,63 @@
+from __future__ import annotations
+
+import argparse
+from pathlib import Path
+from typing import Final, cast
+
+import litellm
+from litellm.rust_bridge.ocr import use_litellm_rust
+from ......shared.parity.fixtures.recording import (
+    RecordedInteraction,
+    UpstreamEndpoint,
+    record_upstream_interactions,
+)
+from ......shared.parity.fixtures.store import FixtureEnvelope, read_fixture, save_fixture
+from ......shared.parity.replay import replay_server
+from .common import OcrSdkCall
+from .config import configured_fixture_directory
+from .models import OcrParityCase, OcrSdkInput
+
+
+def _invoke(provider_url: str, case_input: OcrSdkInput) -> object:
+    sdk_call: Final = cast(OcrSdkCall, litellm.ocr)
+    return sdk_call(api_base=provider_url, api_key="test-key", **case_input.as_sdk_kwargs())
+
+
+def migrate_fixture(path: Path) -> Path:
+    case: Final = read_fixture(path, OcrParityCase)
+    envelope: Final = FixtureEnvelope.model_validate_json(path.read_text(encoding="utf-8"))
+    with replay_server() as provider:
+        for response in case.provider_responses:
+            provider.enqueue_response(response)
+        captured: Final = record_upstream_interactions(UpstreamEndpoint(provider.url), case.litellm_input, _invoke)
+        provider.take_requests(len(case.provider_responses))
+    interactions: Final = tuple(
+        RecordedInteraction(item.request, response)
+        for item, response in zip(captured, case.provider_responses, strict=True)
+    )
+    destination: Final = save_fixture(
+        path.parent,
+        case.litellm_input,
+        case,
+        interactions,
+        recorded_at=envelope.recorded_at,
+        request_source="python_replay",
+    )
+    read_fixture(destination, OcrParityCase)
+    path.unlink()
+    return destination
+
+
+def main() -> None:
+    parser: Final = argparse.ArgumentParser()
+    parser.add_argument("--fixture-dir", type=Path, default=configured_fixture_directory())
+    args: Final = parser.parse_args()
+    directory: Final = cast(Path, args.fixture_dir)
+    use_litellm_rust(False, ocr=None, aocr=None)
+    paths: Final = tuple(sorted(directory.rglob("*.json")))
+    for path in paths:
+        print(f"Migrated {path.name} to {migrate_fixture(path).name}")
+
+
+if __name__ == "__main__":
+    main()
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/mistral.py b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/mistral.py
new file mode 100644
index 00000000000..0bdf18b3f76
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/mistral.py
@@ -0,0 +1,259 @@
+from __future__ import annotations
+
+from collections.abc import Mapping
+from typing import Final, Literal, cast
+
+from hypothesis import strategies as st
+from hypothesis.strategies import SearchStrategy
+from pydantic import model_validator
+from typing_extensions import Self
+
+from ......shared.parity.fixtures.recording import UpstreamEndpoint
+from .base import (
+    JsonSchemaResponseFormat,
+    OcrDocument,
+    OcrSdkInputBase,
+)
+from .common import (
+    OcrFixtureClient,
+    OcrRecordingTarget,
+    annotation_format,
+    document_transport_strategy,
+    invoke_with_api_key,
+    pdf_document,
+)
+
+MistralModel = Literal[
+    "mistral/mistral-ocr-3",
+    "mistral/mistral-ocr-3-0",
+    "mistral/mistral-ocr-2512",
+    "mistral/mistral-ocr-4-0",
+    "mistral/mistral-ocr-4-1",
+    "mistral/mistral-ocr-4",
+    "mistral/mistral-ocr-latest",
+    "mistral-ocr-3",
+    "mistral-ocr-3-0",
+    "mistral-ocr-2512",
+    "mistral-ocr-4-0",
+    "mistral-ocr-4-1",
+    "mistral-ocr-4",
+    "mistral-ocr-latest",
+]
+MistralFixtureModel = MistralModel | Literal["mistral/invalid-ocr-model-for-parity"]
+
+MISTRAL_MODELS: Final[tuple[MistralModel, ...]] = (
+    "mistral/mistral-ocr-3",
+    "mistral/mistral-ocr-3-0",
+    "mistral/mistral-ocr-2512",
+    "mistral/mistral-ocr-4",
+    "mistral/mistral-ocr-4-0",
+    "mistral/mistral-ocr-4-1",
+    "mistral/mistral-ocr-latest",
+)
+
+
+class MistralCompatibleOcrSdkInput(OcrSdkInputBase):
+    document: OcrDocument
+    pages: str | list[int] | None = None
+    include_image_base64: bool | None = None
+    image_limit: int | None = None
+    image_min_size: int | None = None
+    bbox_annotation_format: JsonSchemaResponseFormat | None = None
+    document_annotation_format: JsonSchemaResponseFormat | None = None
+    document_annotation_prompt: str | None = None
+    extract_header: bool = False
+    extract_footer: bool = False
+    table_format: Literal["markdown", "html"] | None = None
+    confidence_scores_granularity: Literal["page", "word", "block"] | None = None
+    include_blocks: bool = True
+    id: str | None = None
+
+    @model_validator(mode="after")
+    def validate_annotation_prompt(self) -> Self:
+        if self.document_annotation_prompt is not None and self.document_annotation_format is None:
+            raise ValueError("document_annotation_prompt requires document_annotation_format")
+        return self
+
+
+class MistralOcrSdkInput(MistralCompatibleOcrSdkInput):
+    contract: Literal["mistral"] = "mistral"
+    model: MistralFixtureModel
+    custom_llm_provider: Literal["mistral"] | None = None
+
+    @model_validator(mode="after")
+    def validate_provider_routing(self) -> Self:
+        if not self.model.startswith("mistral/") and self.custom_llm_provider != "mistral":
+            raise ValueError("unqualified Mistral models require custom_llm_provider='mistral'")
+        return self
+
+
+MISTRAL_MODEL: Final[MistralModel] = "mistral/mistral-ocr-latest"
+MISTRAL_PROVIDER_REJECTED_INPUTS: Final[tuple[MistralOcrSdkInput, ...]] = (
+    MistralOcrSdkInput(
+        model="mistral/invalid-ocr-model-for-parity",
+        document=pdf_document(),
+    ),
+)
+MistralFeatureLevel = Literal["2505", "2512", "4"]
+_MISTRAL_4_MODELS: Final = frozenset(
+    {
+        "mistral/mistral-ocr-4",
+        "mistral/mistral-ocr-4-0",
+        "mistral/mistral-ocr-4-1",
+        "mistral/mistral-ocr-latest",
+    }
+)
+_MISTRAL_2512_MODELS: Final = frozenset(
+    {*_MISTRAL_4_MODELS, "mistral/mistral-ocr-2512", "mistral/mistral-ocr-3", "mistral/mistral-ocr-3-0"}
+)
+
+
+def _feature_level(model: str) -> MistralFeatureLevel:
+    if model in _MISTRAL_4_MODELS:
+        return "4"
+    if model in _MISTRAL_2512_MODELS:
+        return "2512"
+    return "2505"
+
+
+def _optional_param_strategies(
+    *,
+    include_document_annotation_prompt: bool = True,
+) -> tuple[
+    tuple[SearchStrategy[dict[str, object]], ...],
+    tuple[SearchStrategy[dict[str, object]], ...],
+    tuple[SearchStrategy[dict[str, object]], ...],
+]:
+    annotation: Final = annotation_format("document_title")
+    common: Final[tuple[SearchStrategy[dict[str, object]], ...]] = (
+        st.sampled_from(((0,), (0, 1))).map(list).map(lambda value: {"pages": value}),
+        st.sampled_from((False, True)).map(lambda value: {"include_image_base64": value}),
+        st.just({"image_limit": 1}),
+        st.just({"image_min_size": 300}),
+        st.just({"bbox_annotation_format": annotation_format("bounding_boxes")}),
+        st.just({"document_annotation_format": annotation}),
+        *(
+            (
+                st.just(
+                    {
+                        "document_annotation_format": annotation,
+                        "document_annotation_prompt": "Extract the visible title",
+                    }
+                ),
+            )
+            if include_document_annotation_prompt
+            else ()
+        ),
+        st.sampled_from(("page", "word")).map(lambda value: {"confidence_scores_granularity": value}),
+    )
+    feature_2512: Final[tuple[SearchStrategy[dict[str, object]], ...]] = (
+        st.sampled_from((False, True)).map(lambda value: {"extract_header": value}),
+        st.sampled_from((False, True)).map(lambda value: {"extract_footer": value}),
+        st.sampled_from(("markdown", "html")).map(lambda value: {"table_format": value}),
+    )
+    feature_4: Final[tuple[SearchStrategy[dict[str, object]], ...]] = (
+        st.just({"pages": "0-2"}),
+        st.sampled_from((False, True)).map(lambda value: {"include_blocks": value}),
+        st.just({"include_blocks": True, "confidence_scores_granularity": "block"}),
+    )
+    return common, feature_2512, feature_4
+
+
+def mistral_optional_params_strategy(
+    feature_level: MistralFeatureLevel,
+    *,
+    include_document_annotation_prompt: bool = True,
+) -> SearchStrategy[dict[str, object]]:
+    common, feature_2512, feature_4 = _optional_param_strategies(
+        include_document_annotation_prompt=include_document_annotation_prompt
+    )
+    return st.one_of(
+        *common,
+        *(feature_2512 if feature_level in {"2512", "4"} else ()),
+        *(feature_4 if feature_level == "4" else ()),
+    )
+
+
+def _mistral_input_values(
+    document: OcrDocument,
+    optional_params: dict[str, object] | None = None,
+) -> dict[str, object]:
+    return {"document": document, **(optional_params or {})}
+
+
+def _mistral_input(
+    model: str,
+    document: OcrDocument,
+    optional_params: dict[str, object] | None = None,
+) -> MistralOcrSdkInput:
+    return MistralOcrSdkInput.model_validate({"model": model, **_mistral_input_values(document, optional_params)})
+
+
+def mistral_input_values_strategy(
+    feature_level: MistralFeatureLevel,
+    inline_image_data_uri: str,
+    *,
+    include_document_annotation_prompt: bool = True,
+) -> SearchStrategy[dict[str, object]]:
+    option_document: Final = pdf_document()
+    return st.one_of(
+        document_transport_strategy(inline_image_data_uri).map(_mistral_input_values),
+        mistral_optional_params_strategy(
+            feature_level,
+            include_document_annotation_prompt=include_document_annotation_prompt,
+        ).map(lambda optional_params: _mistral_input_values(option_document, optional_params)),
+    )
+
+
+def mistral_input_strategy(
+    model: str,
+    inline_image_data_uri: str,
+    feature_level: MistralFeatureLevel | None = None,
+) -> SearchStrategy[MistralOcrSdkInput]:
+    return mistral_input_values_strategy(feature_level or _feature_level(model), inline_image_data_uri).map(
+        lambda values: MistralOcrSdkInput.model_validate({"model": model, **values})
+    )
+
+
+def _mistral_recording_strategy(inline_image_data_uri: str) -> SearchStrategy[MistralOcrSdkInput]:
+    document: Final = pdf_document()
+    baseline_models: Final = tuple(model for model in MISTRAL_MODELS if model != MISTRAL_MODEL)
+    common, feature_2512, feature_4 = _optional_param_strategies()
+    common_options: Final[SearchStrategy[dict[str, object]]] = st.one_of(*common)
+    feature_2512_options: Final[SearchStrategy[dict[str, object]]] = st.one_of(*feature_2512)
+    feature_4_options: Final[SearchStrategy[dict[str, object]]] = st.one_of(*feature_4)
+    return st.one_of(
+        st.sampled_from(baseline_models).map(lambda model: _mistral_input(model, document)),
+        document_transport_strategy(inline_image_data_uri).map(
+            lambda selected_document: _mistral_input(MISTRAL_MODEL, selected_document)
+        ),
+        common_options.map(lambda optional_params: _mistral_input(MISTRAL_MODEL, document, optional_params)),
+        feature_2512_options.map(
+            lambda optional_params: _mistral_input("mistral/mistral-ocr-2512", document, optional_params)
+        ),
+        feature_4_options.map(
+            lambda optional_params: _mistral_input("mistral/mistral-ocr-4-1", document, optional_params)
+        ),
+    )
+
+
+def mistral_recording_targets(
+    environ: Mapping[str, str], client: OcrFixtureClient, inline_image_data_uri: str
+) -> tuple[OcrRecordingTarget, ...]:
+    api_key: Final = environ.get("MISTRAL_API_KEY")
+    if not api_key:
+        return ()
+    configured: Final = environ.get("MISTRAL_API_BASE", "https://api.mistral.ai").rstrip("/")
+    base_url: Final = configured.removesuffix("/v1")
+    return (
+        OcrRecordingTarget(
+            name="mistral-ocr",
+            upstream=UpstreamEndpoint(base_url=base_url),
+            strategy=cast(
+                SearchStrategy[OcrSdkInputBase],
+                _mistral_recording_strategy(inline_image_data_uri),
+            ),
+            invocation=invoke_with_api_key(client, api_key),
+            required_inputs=MISTRAL_PROVIDER_REJECTED_INPUTS,
+        ),
+    )
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/models.py b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/models.py
new file mode 100644
index 00000000000..bd0e9736245
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/models.py
@@ -0,0 +1,71 @@
+from __future__ import annotations
+
+from collections.abc import Mapping
+from typing import Annotated, Final, cast
+
+from pydantic import Field, model_validator
+
+from ......shared.parity.fixture_models import ParityCase
+from .azure import (
+    AzureDocumentIntelligenceOcrSdkInput,
+    AzureMistralOcrSdkInput,
+)
+from .mistral import MistralOcrSdkInput
+from .reducto import ReductoParseLegacySdkInput, ReductoParseV3SdkInput
+from .vertex import VertexDeepSeekOcrSdkInput, VertexMistralOcrSdkInput
+
+__all__ = ("OcrParityCase", "OcrSdkInput")
+
+
+OcrSdkInput = Annotated[
+    MistralOcrSdkInput
+    | AzureMistralOcrSdkInput
+    | VertexMistralOcrSdkInput
+    | AzureDocumentIntelligenceOcrSdkInput
+    | VertexDeepSeekOcrSdkInput
+    | ReductoParseV3SdkInput
+    | ReductoParseLegacySdkInput,
+    Field(discriminator="contract"),
+]
+
+
+class OcrParityCase(ParityCase[OcrSdkInput]):
+    @model_validator(mode="before")
+    @classmethod
+    def load_legacy_contract(cls, value: object) -> object:
+        if not isinstance(value, Mapping):
+            return value
+        fixture: Final = cast(Mapping[str, object], value)
+        litellm_input: Final = fixture.get("litellm_input")
+        if not isinstance(litellm_input, Mapping) or "contract" in litellm_input:
+            return fixture
+        legacy_input: Final = cast(Mapping[str, object], litellm_input)
+        legacy_contract: Final = legacy_input.get("boundary")
+        if isinstance(legacy_contract, str):
+            return {
+                **fixture,
+                "litellm_input": {
+                    "contract": legacy_contract,
+                    **{key: item for key, item in legacy_input.items() if key != "boundary"},
+                },
+            }
+        model: Final = legacy_input.get("model")
+        if not isinstance(model, str):
+            return fixture
+        return {**fixture, "litellm_input": {"contract": _legacy_contract(model), **legacy_input}}
+
+
+def _legacy_contract(model: str) -> str:
+    if model.startswith("azure_ai/doc-intelligence/"):
+        return "azure_document_intelligence"
+    if model.startswith("azure_ai/"):
+        return "azure_mistral"
+    if model.startswith("vertex_ai/deepseek"):
+        return "vertex_deepseek"
+    if model.startswith("vertex_ai/"):
+        return "vertex_mistral"
+    if model.endswith("parse-v3"):
+        return "reducto_v3"
+    if model.endswith("parse-legacy"):
+        return "reducto_legacy"
+    return "mistral"
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/record.py b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/record.py
new file mode 100644
index 00000000000..ba1ea63aa81
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/record.py
@@ -0,0 +1,76 @@
+from __future__ import annotations
+
+import logging
+import os
+from collections.abc import Mapping
+from typing import Final, cast
+
+from dotenv import load_dotenv
+
+import litellm
+from litellm.rust_bridge.ocr import use_litellm_rust
+from ......shared.parity.fixtures.cli import parse_recording_args
+from ......shared.parity.fixtures.media import structured_image_data_uri
+from ......shared.parity.fixtures.pipeline import record_fixtures
+from ......shared.parity.fixtures.store import fixture_directory
+from .azure import (
+    azure_document_intelligence_recording_targets,
+    azure_mistral_recording_targets,
+)
+from .base import OcrSdkInputBase
+from .common import OcrFixtureClient, OcrRecordingTarget, OcrSdkCall
+from .config import DEFAULT_FIXTURE_DIRECTORY, FIXTURE_DIR_ENV, recording_environment
+from .mistral import mistral_recording_targets
+from .models import OcrParityCase
+from .reducto import reducto_recording_targets
+from .vertex import vertex_recording_targets
+
+
+class LiteLLMOcrFixtureClient:
+    def __init__(self, sdk_call: OcrSdkCall) -> None:
+        self.sdk_call: Final = sdk_call
+
+    def execute(self, api_base: str, api_key: str, case_input: OcrSdkInputBase) -> None:
+        self.sdk_call(api_base=api_base, api_key=api_key, **case_input.as_sdk_kwargs())
+
+
+def discover_targets(
+    environ: Mapping[str, str],
+    client: OcrFixtureClient,
+    inline_image_data_uri: str,
+) -> tuple[OcrRecordingTarget, ...]:
+    return (
+        *mistral_recording_targets(environ, client, inline_image_data_uri),
+        *azure_mistral_recording_targets(environ, client, inline_image_data_uri),
+        *azure_document_intelligence_recording_targets(environ, client),
+        *vertex_recording_targets(environ, client, inline_image_data_uri),
+        *reducto_recording_targets(environ, client, inline_image_data_uri),
+    )
+
+
+def require_targets(targets: tuple[OcrRecordingTarget, ...]) -> tuple[OcrRecordingTarget, ...]:
+    if targets:
+        return targets
+    raise SystemExit("No OCR fixture providers are configured. Set a supported provider API key and endpoint")
+
+
+def main() -> int:
+    logging.basicConfig(level=logging.INFO, format="%(message)s")
+    load_dotenv()
+    args: Final = parse_recording_args()
+    client: Final = LiteLLMOcrFixtureClient(cast(OcrSdkCall, litellm.ocr))
+    inline_image_data_uri: Final = structured_image_data_uri()
+    environ: Final = recording_environment(os.environ)
+    targets: Final = require_targets(discover_targets(environ, client, inline_image_data_uri))
+    root: Final = fixture_directory(
+        args.fixture_dir,
+        os.environ.get(FIXTURE_DIR_ENV),
+        DEFAULT_FIXTURE_DIRECTORY,
+    )
+    use_litellm_rust(False, ocr=None, aocr=None)
+    summary: Final = record_fixtures(targets, root, args.examples, args.concurrency, OcrParityCase)
+    return summary.exit_code
+
+
+if __name__ == "__main__":
+    raise SystemExit(main())
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/reducto.py b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/reducto.py
new file mode 100644
index 00000000000..fe8fab50518
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/reducto.py
@@ -0,0 +1,440 @@
+from __future__ import annotations
+
+import base64
+import binascii
+from collections.abc import Mapping
+from typing import Annotated, Final, Literal, cast
+
+from hypothesis import strategies as st
+from hypothesis.strategies import SearchStrategy
+from pydantic import Field, field_validator, model_validator
+from typing_extensions import Self
+
+from ......shared.parity.fixture_models import FixtureModel, JsonObject
+from ......shared.parity.fixtures.media import structured_pdf_data_uri
+from ......shared.parity.fixtures.recording import UpstreamEndpoint
+from .base import OcrSdkInputBase
+from .common import (
+    OcrFixtureClient,
+    OcrRecordingTarget,
+    image_data_document,
+    invoke_with_api_key,
+)
+
+
+def _validate_reducto_source(source: str) -> str:
+    if source.startswith("reducto://"):
+        return source
+    if not source.startswith("data:"):
+        raise ValueError("Reducto documents require a reducto:// id or base64 data URI")
+    try:
+        header, encoded = source.split(",", 1)
+    except ValueError as error:
+        raise ValueError("invalid Reducto data URI") from error
+    if ";base64" not in header:
+        raise ValueError("Reducto data URIs must be base64 encoded")
+    try:
+        base64.b64decode(encoded, validate=True)
+    except (binascii.Error, ValueError) as error:
+        raise ValueError("invalid Reducto base64 payload") from error
+    return source
+
+
+class ReductoImageUrlDocument(FixtureModel):
+    type: Literal["image_url"]
+    image_url: str
+
+    @field_validator("image_url")
+    @classmethod
+    def validate_image_url(cls, value: str) -> str:
+        return _validate_reducto_source(value)
+
+
+class ReductoDocumentUrlDocument(FixtureModel):
+    type: Literal["document_url"]
+    document_url: str
+
+    @field_validator("document_url")
+    @classmethod
+    def validate_document_url(cls, value: str) -> str:
+        return _validate_reducto_source(value)
+
+
+ReductoDocument = Annotated[
+    ReductoImageUrlDocument | ReductoDocumentUrlDocument,
+    Field(discriminator="type"),
+]
+
+ReductoTableOutputFormat = Literal["html", "json", "md", "jsonbbox", "dynamic", "csv"]
+ReductoReturnImage = Literal["figure", "table", "page"]
+ReductoFormattingInclude = Literal[
+    "change_tracking",
+    "highlight",
+    "comments",
+    "hyperlinks",
+    "signatures",
+    "ignore_watermarks",
+]
+ReductoBlockType = Literal[
+    "Header",
+    "Footer",
+    "Title",
+    "Section Header",
+    "Page Number",
+    "List Item",
+    "Figure",
+    "Table",
+    "Key Value",
+    "Text",
+    "Comment",
+    "Signature",
+]
+_REDUCTO_FILTER_BLOCK_GROUPS: Final[tuple[tuple[ReductoBlockType, ...], ...]] = (
+    (),
+    ("Header",),
+    ("Header", "Footer", "Page Number"),
+    ("Figure", "Table", "Key Value"),
+)
+_REDUCTO_RETURN_IMAGE_GROUPS: Final[tuple[tuple[ReductoReturnImage, ...], ...]] = (
+    (),
+    ("figure",),
+    ("table",),
+    ("page",),
+    ("figure", "table"),
+)
+
+
+class ReductoFormatting(FixtureModel):
+    add_page_markers: bool = False
+    table_output_format: ReductoTableOutputFormat = "dynamic"
+    merge_tables: bool = False
+    include: list[ReductoFormattingInclude] = Field(default_factory=list)
+
+    @field_validator("include")
+    @classmethod
+    def validate_unique_include(cls, value: list[ReductoFormattingInclude]) -> list[ReductoFormattingInclude]:
+        if len(value) != len(set(value)):
+            raise ValueError("formatting.include entries must be unique")
+        return value
+
+
+class ReductoChunking(FixtureModel):
+    chunk_mode: Literal["variable", "section", "page", "disabled", "block", "page_sections"] = "disabled"
+    chunk_size: int | None = None
+    chunk_overlap: int = Field(default=0, ge=0)
+
+    @model_validator(mode="after")
+    def validate_chunking(self) -> Self:
+        if self.chunk_size is not None and self.chunk_size <= 0:
+            raise ValueError("chunk_size must be positive")
+        if self.chunk_size is not None and self.chunk_overlap >= self.chunk_size:
+            raise ValueError("chunk_overlap must be less than chunk_size")
+        return self
+
+
+class ReductoRetrieval(FixtureModel):
+    chunking: ReductoChunking = Field(default_factory=ReductoChunking)
+    filter_blocks: list[ReductoBlockType] = Field(default_factory=list)
+    embedding_optimized: bool = False
+
+    @field_validator("filter_blocks")
+    @classmethod
+    def validate_unique_blocks(cls, value: list[ReductoBlockType]) -> list[ReductoBlockType]:
+        if len(value) != len(set(value)):
+            raise ValueError("retrieval.filter_blocks entries must be unique")
+        return value
+
+
+class ReductoPageRange(FixtureModel):
+    start: int | None = Field(default=None, ge=1)
+    end: int | None = Field(default=None, ge=1)
+
+    @model_validator(mode="after")
+    def validate_range(self) -> Self:
+        if self.start is not None and self.end is not None and self.end < self.start:
+            raise ValueError("page range end must be greater than or equal to start")
+        return self
+
+
+class ReductoTenantThrottling(FixtureModel):
+    tenant_id: str = Field(min_length=1, max_length=256)
+    max_share: float = Field(default=0.5, gt=0, le=1)
+
+
+class ReductoHybridVpcSettings(FixtureModel):
+    environment: str | None = None
+
+
+ReductoPageSelection = ReductoPageRange | list[ReductoPageRange] | list[int] | list[str]
+ReductoV3Model = Literal["reducto/parse-v3", "parse-v3"]
+ReductoLegacyModel = Literal["reducto/parse-legacy", "parse-legacy"]
+_ReductoV3Route = Literal["qualified", "image", "unqualified"]
+_ReductoLegacyRoute = Literal["qualified", "unqualified"]
+
+REDUCTO_V3_MODELS: Final[tuple[Literal["reducto/parse-v3"], ...]] = ("reducto/parse-v3",)
+REDUCTO_LEGACY_MODELS: Final[tuple[Literal["reducto/parse-legacy"], ...]] = ("reducto/parse-legacy",)
+
+
+class ReductoSettings(FixtureModel):
+    model: Literal["r-1"] | None = None
+    ocr_system: Literal["standard", "legacy"] = "standard"
+    extraction_mode: Literal["ocr", "hybrid", "metadata"] = "hybrid"
+    force_url_result: bool = False
+    force_file_extension: str | None = None
+    return_ocr_data: bool = False
+    return_images: list[ReductoReturnImage] = Field(default_factory=list)
+    embed_pdf_metadata: bool = False
+    embed_pdf_metadata_dpi: int = Field(default=100, ge=50, le=250)
+    persist_results: bool = False
+    tenant_throttling: ReductoTenantThrottling | None = None
+    timeout: float | None = Field(default=None, gt=0)
+    page_range: ReductoPageSelection | None = None
+    document_password: str | None = None
+    hybrid_vpc: ReductoHybridVpcSettings = Field(default_factory=ReductoHybridVpcSettings)
+
+    @field_validator("return_images")
+    @classmethod
+    def validate_unique_images(cls, value: list[ReductoReturnImage]) -> list[ReductoReturnImage]:
+        if len(value) != len(set(value)):
+            raise ValueError("settings.return_images entries must be unique")
+        return value
+
+
+class ReductoParseV3SdkInput(OcrSdkInputBase):
+    contract: Literal["reducto_v3"] = "reducto_v3"
+    model: ReductoV3Model
+    document: ReductoDocument
+    custom_llm_provider: Literal["reducto"] | None = None
+    formatting: ReductoFormatting = Field(default_factory=ReductoFormatting)
+    retrieval: ReductoRetrieval = Field(default_factory=ReductoRetrieval)
+    settings: ReductoSettings = Field(default_factory=ReductoSettings)
+
+    @model_validator(mode="after")
+    def validate_provider_routing(self) -> Self:
+        if self.model == "parse-v3" and self.custom_llm_provider != "reducto":
+            raise ValueError("unqualified Reducto models require custom_llm_provider='reducto'")
+        return self
+
+
+class ReductoParseLegacySdkInput(OcrSdkInputBase):
+    contract: Literal["reducto_legacy"] = "reducto_legacy"
+    model: ReductoLegacyModel
+    document: ReductoDocument
+    custom_llm_provider: Literal["reducto"] | None = None
+    enhance: JsonObject | None = None
+
+    @model_validator(mode="after")
+    def validate_provider_routing(self) -> Self:
+        if self.model == "parse-legacy" and self.custom_llm_provider != "reducto":
+            raise ValueError("unqualified Reducto models require custom_llm_provider='reducto'")
+        return self
+
+
+_REDUCTO_PROVIDER_REJECTED_DOCUMENT: Final = ReductoDocumentUrlDocument(
+    type="document_url",
+    document_url="reducto://invalid-document-for-parity",
+)
+REDUCTO_V3_PROVIDER_REJECTED_INPUTS: Final[tuple[ReductoParseV3SdkInput, ...]] = (
+    ReductoParseV3SdkInput(
+        model="reducto/parse-v3",
+        document=_REDUCTO_PROVIDER_REJECTED_DOCUMENT,
+    ),
+)
+REDUCTO_LEGACY_PROVIDER_REJECTED_INPUTS: Final[tuple[ReductoParseLegacySdkInput, ...]] = (
+    ReductoParseLegacySdkInput(
+        model="reducto/parse-legacy",
+        document=_REDUCTO_PROVIDER_REJECTED_DOCUMENT,
+    ),
+)
+
+
+_REDUCTO_API_BASE: Final = "https://platform.reducto.ai"
+
+
+def _formatting_strategy() -> SearchStrategy[ReductoFormatting]:
+    values: Final = st.one_of(
+        st.sampled_from(("dynamic", "html", "md", "json", "csv", "jsonbbox")).map(
+            lambda value: {"table_output_format": value}
+        ),
+        st.sampled_from((False, True)).map(lambda value: {"add_page_markers": value}),
+        st.sampled_from((False, True)).map(lambda value: {"merge_tables": value}),
+        st.sampled_from(
+            (
+                (),
+                ("hyperlinks",),
+                ("change_tracking", "highlight", "comments"),
+                ("signatures", "ignore_watermarks"),
+            )
+        )
+        .map(list)
+        .map(lambda value: {"include": value}),
+    )
+    return values.map(ReductoFormatting.model_validate)
+
+
+def _chunking_strategy() -> SearchStrategy[ReductoChunking]:
+    return st.one_of(
+        st.sampled_from(("disabled", "section", "page", "block", "page_sections")).map(
+            lambda mode: ReductoChunking(chunk_mode=mode)
+        ),
+        st.just(ReductoChunking(chunk_mode="variable")),
+        st.sampled_from((250, 1000, 1500)).map(lambda size: ReductoChunking(chunk_mode="variable", chunk_size=size)),
+        st.sampled_from((32, 128)).map(
+            lambda overlap: ReductoChunking(chunk_mode="variable", chunk_size=1000, chunk_overlap=overlap)
+        ),
+    )
+
+
+def _retrieval_strategy() -> SearchStrategy[ReductoRetrieval]:
+    filter_blocks: Final = cast(
+        SearchStrategy[list[ReductoBlockType]],
+        st.sampled_from(_REDUCTO_FILTER_BLOCK_GROUPS).map(list),
+    )
+    return st.one_of(
+        _chunking_strategy().map(lambda chunking: ReductoRetrieval(chunking=chunking)),
+        filter_blocks.map(lambda selected_blocks: ReductoRetrieval(filter_blocks=selected_blocks)),
+        st.sampled_from((False, True)).map(
+            lambda optimized: ReductoRetrieval(
+                chunking=ReductoChunking(chunk_mode="variable"),
+                embedding_optimized=optimized,
+            )
+        ),
+    )
+
+
+def _settings_strategy() -> SearchStrategy[ReductoSettings]:
+    # force_url_result stays model-compatible but is not recorded until the
+    # response transform follows and downloads result.url.
+    return_images: Final[SearchStrategy[list[ReductoReturnImage]]] = st.sampled_from(_REDUCTO_RETURN_IMAGE_GROUPS).map(
+        list
+    )
+    page_ranges: Final = st.one_of(
+        st.just(ReductoPageRange(start=1, end=1)),
+        st.just(ReductoPageRange(start=1, end=3)),
+        st.sampled_from(
+            (
+                (
+                    ReductoPageRange(start=1, end=2),
+                    ReductoPageRange(start=4, end=5),
+                ),
+            )
+        ).map(list),
+    )
+    return st.one_of(
+        st.just(ReductoSettings(model="r-1")),
+        st.sampled_from(("standard", "legacy")).map(lambda value: ReductoSettings(ocr_system=value)),
+        st.sampled_from(("hybrid", "ocr", "metadata")).map(lambda value: ReductoSettings(extraction_mode=value)),
+        st.just(ReductoSettings(return_ocr_data=True)),
+        return_images.map(lambda selected_images: ReductoSettings(return_images=selected_images)),
+        st.just(ReductoSettings(embed_pdf_metadata=True)),
+        st.sampled_from((50, 100, 250)).map(
+            lambda dpi: ReductoSettings(embed_pdf_metadata=True, embed_pdf_metadata_dpi=dpi)
+        ),
+        st.just(ReductoSettings(timeout=300.0)),
+        page_ranges.map(lambda page_range: ReductoSettings(page_range=page_range)),
+    )
+
+
+def _reducto_v3_baseline(
+    route: _ReductoV3Route,
+    document: ReductoDocument,
+    inline_image_data_uri: str,
+) -> ReductoParseV3SdkInput:
+    if route == "image":
+        inline_image: Final = ReductoImageUrlDocument.model_validate(
+            image_data_document(inline_image_data_uri).model_dump(mode="json")
+        )
+        return ReductoParseV3SdkInput(model="reducto/parse-v3", document=inline_image)
+    if route == "unqualified":
+        return ReductoParseV3SdkInput(
+            model="parse-v3",
+            custom_llm_provider="reducto",
+            document=document,
+        )
+    return ReductoParseV3SdkInput(model="reducto/parse-v3", document=document)
+
+
+def reducto_v3_input_strategy(
+    inline_image_data_uri: str,
+    document: ReductoDocument | None = None,
+) -> SearchStrategy[ReductoParseV3SdkInput]:
+    selected_document: Final = document or ReductoDocumentUrlDocument(
+        type="document_url", document_url="reducto://fixture-document.pdf"
+    )
+    baseline_routes: Final[tuple[_ReductoV3Route, ...]] = ("qualified", "image", "unqualified")
+    return st.one_of(
+        st.sampled_from(baseline_routes).map(
+            lambda route: _reducto_v3_baseline(route, selected_document, inline_image_data_uri)
+        ),
+        _formatting_strategy().map(
+            lambda formatting: ReductoParseV3SdkInput(
+                model="reducto/parse-v3",
+                document=selected_document,
+                formatting=formatting,
+            )
+        ),
+        _retrieval_strategy().map(
+            lambda retrieval: ReductoParseV3SdkInput(
+                model="reducto/parse-v3",
+                document=selected_document,
+                retrieval=retrieval,
+            )
+        ),
+        _settings_strategy().map(
+            lambda settings: ReductoParseV3SdkInput(
+                model="reducto/parse-v3",
+                document=selected_document,
+                settings=settings,
+            )
+        ),
+    )
+
+
+def _reducto_legacy_input(
+    route: _ReductoLegacyRoute,
+    document: ReductoDocument,
+) -> ReductoParseLegacySdkInput:
+    if route == "unqualified":
+        return ReductoParseLegacySdkInput(
+            model="parse-legacy",
+            custom_llm_provider="reducto",
+            document=document,
+        )
+    return ReductoParseLegacySdkInput(model="reducto/parse-legacy", document=document)
+
+
+def reducto_legacy_input_strategy(
+    document: ReductoDocument | None = None,
+) -> SearchStrategy[ReductoParseLegacySdkInput]:
+    selected_document: Final = document or ReductoDocumentUrlDocument(
+        type="document_url", document_url="reducto://fixture-document.pdf"
+    )
+    routes: Final[tuple[_ReductoLegacyRoute, ...]] = ("qualified", "unqualified")
+    return st.sampled_from(routes).map(lambda route: _reducto_legacy_input(route, selected_document))
+
+
+def reducto_recording_targets(
+    environ: Mapping[str, str], client: OcrFixtureClient, inline_image_data_uri: str
+) -> tuple[OcrRecordingTarget, ...]:
+    api_key: Final = environ.get("REDUCTO_API_KEY")
+    if not api_key:
+        return ()
+    base_url: Final = environ.get("REDUCTO_API_BASE", _REDUCTO_API_BASE).rstrip("/")
+    document: Final = ReductoDocumentUrlDocument(type="document_url", document_url=structured_pdf_data_uri())
+    invocation: Final = invoke_with_api_key(client, api_key)
+    return (
+        OcrRecordingTarget(
+            name="reducto-v3",
+            upstream=UpstreamEndpoint(base_url=base_url),
+            strategy=cast(SearchStrategy[OcrSdkInputBase], reducto_v3_input_strategy(inline_image_data_uri, document)),
+            invocation=invocation,
+            required_inputs=REDUCTO_V3_PROVIDER_REJECTED_INPUTS,
+        ),
+        OcrRecordingTarget(
+            name="reducto-legacy",
+            upstream=UpstreamEndpoint(base_url=base_url),
+            strategy=cast(SearchStrategy[OcrSdkInputBase], reducto_legacy_input_strategy(document)),
+            invocation=invocation,
+            required_inputs=REDUCTO_LEGACY_PROVIDER_REJECTED_INPUTS,
+        ),
+    )
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/vertex.py b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/vertex.py
new file mode 100644
index 00000000000..d489b7a950b
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/fixtures/vertex.py
@@ -0,0 +1,150 @@
+from __future__ import annotations
+
+from collections.abc import Mapping
+from typing import Final, Literal, cast
+
+from hypothesis import strategies as st
+from hypothesis.strategies import DrawFn, SearchStrategy
+
+from ......shared.parity.fixtures.recording import UpstreamEndpoint
+from .base import OcrDocument, OcrSdkInputBase
+from .common import (
+    OcrFixtureClient,
+    OcrRecordingTarget,
+    image_data_document,
+    invoke_with_api_key,
+)
+from .mistral import (
+    MistralCompatibleOcrSdkInput,
+    mistral_input_values_strategy,
+)
+
+VertexMistralModel = Literal["vertex_ai/mistral-ocr-2505"]
+VertexDeepSeekModel = Literal["vertex_ai/deepseek-ai/deepseek-ocr-maas"]
+VertexMistralFixtureModel = VertexMistralModel | Literal["vertex_ai/invalid-ocr-model-for-parity"]
+VertexDeepSeekFixtureModel = VertexDeepSeekModel | Literal["vertex_ai/deepseek-ai/invalid-ocr-model-for-parity"]
+
+VERTEX_MISTRAL_MODELS: Final[tuple[VertexMistralModel, ...]] = ("vertex_ai/mistral-ocr-2505",)
+VERTEX_DEEPSEEK_MODELS: Final[tuple[VertexDeepSeekModel, ...]] = ("vertex_ai/deepseek-ai/deepseek-ocr-maas",)
+
+
+class VertexMistralOcrSdkInput(MistralCompatibleOcrSdkInput):
+    contract: Literal["vertex_mistral"] = "vertex_mistral"
+    model: VertexMistralFixtureModel = "vertex_ai/mistral-ocr-2505"
+    custom_llm_provider: Literal["vertex_ai"] | None = None
+    vertex_project: str
+    vertex_location: str = "us-central1"
+
+
+class VertexDeepSeekOcrSdkInput(OcrSdkInputBase):
+    contract: Literal["vertex_deepseek"] = "vertex_deepseek"
+    model: VertexDeepSeekFixtureModel = "vertex_ai/deepseek-ai/deepseek-ocr-maas"
+    document: OcrDocument
+    custom_llm_provider: Literal["vertex_ai"] | None = None
+    vertex_project: str
+    vertex_location: str = "global"
+
+
+def vertex_mistral_provider_rejected_inputs(
+    project: str,
+    location: str,
+    inline_image_data_uri: str,
+) -> tuple[VertexMistralOcrSdkInput, ...]:
+    return (
+        VertexMistralOcrSdkInput(
+            model="vertex_ai/invalid-ocr-model-for-parity",
+            document=image_data_document(inline_image_data_uri),
+            vertex_project=project,
+            vertex_location=location,
+        ),
+    )
+
+
+def vertex_deepseek_provider_rejected_inputs(
+    project: str,
+    location: str,
+    inline_image_data_uri: str,
+) -> tuple[VertexDeepSeekOcrSdkInput, ...]:
+    return (
+        VertexDeepSeekOcrSdkInput(
+            model="vertex_ai/deepseek-ai/invalid-ocr-model-for-parity",
+            document=image_data_document(inline_image_data_uri),
+            vertex_project=project,
+            vertex_location=location,
+        ),
+    )
+
+
+def _as_vertex_mistral(
+    values: dict[str, object],
+    project: str,
+    location: str,
+    model: VertexMistralModel,
+) -> VertexMistralOcrSdkInput:
+    return VertexMistralOcrSdkInput.model_validate(
+        {**values, "model": model, "vertex_project": project, "vertex_location": location}
+    )
+
+
+def vertex_mistral_input_strategy(
+    project: str,
+    location: str,
+    inline_image_data_uri: str,
+) -> SearchStrategy[VertexMistralOcrSdkInput]:
+    return st.builds(
+        _as_vertex_mistral,
+        project=st.just(project),
+        location=st.just(location),
+        model=st.sampled_from(VERTEX_MISTRAL_MODELS),
+        values=mistral_input_values_strategy("2505", inline_image_data_uri),
+    )
+
+
+@st.composite
+def vertex_deepseek_input_strategy(
+    draw: DrawFn, project: str, location: str, inline_image_data_uri: str
+) -> VertexDeepSeekOcrSdkInput:
+    return VertexDeepSeekOcrSdkInput.model_validate(
+        {
+            "model": draw(st.sampled_from(VERTEX_DEEPSEEK_MODELS)),
+            "document": image_data_document(inline_image_data_uri),
+            "vertex_project": project,
+            "vertex_location": location,
+        }
+    )
+
+
+def vertex_recording_targets(
+    environ: Mapping[str, str], client: OcrFixtureClient, inline_image_data_uri: str
+) -> tuple[OcrRecordingTarget, ...]:
+    api_key: Final = environ.get("VERTEX_AI_API_KEY")
+    project: Final = environ.get("VERTEXAI_PROJECT") or environ.get("VERTEX_PROJECT")
+    location: Final = environ.get("VERTEXAI_LOCATION") or environ.get("VERTEX_LOCATION") or "us-central1"
+    if not api_key or not project:
+        return ()
+    base_url: Final = environ.get("VERTEX_AI_API_BASE") or f"https://{location}-aiplatform.googleapis.com"
+    deepseek_location: Final = environ.get("VERTEX_DEEPSEEK_LOCATION") or "global"
+    deepseek_base_url: Final = environ.get("VERTEX_DEEPSEEK_API_BASE") or "https://aiplatform.googleapis.com"
+    invocation: Final = invoke_with_api_key(client, api_key)
+    return (
+        OcrRecordingTarget(
+            name="vertex-mistral",
+            upstream=UpstreamEndpoint(base_url=base_url.rstrip("/")),
+            strategy=cast(
+                SearchStrategy[OcrSdkInputBase],
+                vertex_mistral_input_strategy(project, location, inline_image_data_uri),
+            ),
+            invocation=invocation,
+            required_inputs=vertex_mistral_provider_rejected_inputs(project, location, inline_image_data_uri),
+        ),
+        OcrRecordingTarget(
+            name="vertex-deepseek",
+            upstream=UpstreamEndpoint(base_url=deepseek_base_url.rstrip("/")),
+            strategy=cast(
+                SearchStrategy[OcrSdkInputBase],
+                vertex_deepseek_input_strategy(project, deepseek_location, inline_image_data_uri),
+            ),
+            invocation=invocation,
+            required_inputs=vertex_deepseek_provider_rejected_inputs(project, deepseek_location, inline_image_data_uri),
+        ),
+    )
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/test_fixture_models.py b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/test_fixture_models.py
new file mode 100644
index 00000000000..bdccddd9cfa
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/test_fixture_models.py
@@ -0,0 +1,1399 @@
+from __future__ import annotations
+
+import base64
+from collections.abc import Callable
+from datetime import date
+from pathlib import Path
+from typing import Final, TypeVar, cast
+from unittest.mock import patch
+from urllib.parse import parse_qs, urlparse
+
+import httpx
+import pytest
+import respx
+from hypothesis import find, given, settings
+from hypothesis import strategies as st
+from hypothesis.strategies import DataObject, SearchStrategy
+from pydantic import BaseModel, ConfigDict, JsonValue, TypeAdapter, ValidationError
+
+from litellm.llms.azure_ai.ocr.document_intelligence.transformation import AzureDocumentIntelligenceOCRConfig
+from litellm.llms.azure_ai.ocr.transformation import AzureAIOCRConfig
+from litellm.llms.base_llm.ocr.transformation import (
+    BaseOCRConfig,
+    DocumentType,
+    OCRRequestData,
+)
+from litellm.llms.mistral.ocr.transformation import MistralOCRConfig
+from litellm.llms.reducto.ocr.transformation import ReductoParseLegacyConfig, ReductoParseV3Config
+from litellm.llms.vertex_ai.ocr.deepseek_transformation import VertexAIDeepSeekOCRConfig
+from litellm.llms.vertex_ai.ocr.transformation import VertexAIOCRConfig
+from .....shared.parity.fixtures.media import structured_pdf_data_uri
+from .conftest import ocr_fixture_marks
+from .fixtures.azure import (
+    AZURE_DOCUMENT_INTELLIGENCE_MODELS,
+    AZURE_DOCUMENT_INTELLIGENCE_RECORDING_MODELS,
+    AZURE_MISTRAL_MODELS,
+    AzureDocumentIntelligenceOcrSdkInput,
+    AzureMistralOcrSdkInput,
+    azure_document_intelligence_input_strategy,
+    azure_mistral_input_strategy,
+)
+from .fixtures.base import (
+    DocumentUrlDocument,
+    ImageUrlDocument,
+    ImageUrlValue,
+    JsonSchemaDefinition,
+    JsonSchemaResponseFormat,
+    OcrSdkInputBase,
+)
+from .fixtures.mistral import MISTRAL_MODELS, MistralOcrSdkInput, mistral_input_strategy
+from .fixtures.models import OcrParityCase, OcrSdkInput
+from .fixtures.reducto import (
+    REDUCTO_LEGACY_MODELS,
+    REDUCTO_V3_MODELS,
+    ReductoChunking,
+    ReductoDocumentUrlDocument,
+    ReductoFormatting,
+    ReductoImageUrlDocument,
+    ReductoPageRange,
+    ReductoParseLegacySdkInput,
+    ReductoParseV3SdkInput,
+    ReductoRetrieval,
+    ReductoSettings,
+    reducto_legacy_input_strategy,
+    reducto_v3_input_strategy,
+)
+from .fixtures.vertex import (
+    VERTEX_DEEPSEEK_MODELS,
+    VERTEX_MISTRAL_MODELS,
+    VertexDeepSeekOcrSdkInput,
+    VertexMistralOcrSdkInput,
+    vertex_deepseek_input_strategy,
+    vertex_mistral_input_strategy,
+)
+
+COMMON_FIELDS: Final = frozenset(
+    {"contract", "model", "document", "custom_llm_provider", "vertex_project", "vertex_location"}
+)
+SUPPORTED_OCR_PROVIDERS: Final = frozenset({"mistral", "azure_ai", "reducto", "vertex_ai"})
+ACTIVE_OCR_MODELS: Final = frozenset(
+    (
+        *MISTRAL_MODELS,
+        *AZURE_MISTRAL_MODELS,
+        *AZURE_DOCUMENT_INTELLIGENCE_MODELS,
+        *VERTEX_MISTRAL_MODELS,
+        *VERTEX_DEEPSEEK_MODELS,
+        *REDUCTO_V3_MODELS,
+        *REDUCTO_LEGACY_MODELS,
+    )
+)
+_MISTRAL_2512_OR_NEWER: Final = frozenset(
+    {
+        "mistral/mistral-ocr-2512",
+        "mistral/mistral-ocr-3",
+        "mistral/mistral-ocr-3-0",
+        "mistral/mistral-ocr-4",
+        "mistral/mistral-ocr-4-0",
+        "mistral/mistral-ocr-4-1",
+        "mistral/mistral-ocr-latest",
+    }
+)
+_MISTRAL_4_OR_NEWER: Final = frozenset(
+    {
+        "mistral/mistral-ocr-4",
+        "mistral/mistral-ocr-4-0",
+        "mistral/mistral-ocr-4-1",
+        "mistral/mistral-ocr-latest",
+    }
+)
+_MISTRAL_OPTION_GROUPS: Final = frozenset(
+    {
+        frozenset[str](),
+        *(
+            frozenset({field})
+            for field in (
+                "pages",
+                "include_image_base64",
+                "image_limit",
+                "image_min_size",
+                "bbox_annotation_format",
+                "document_annotation_format",
+                "extract_header",
+                "extract_footer",
+                "table_format",
+                "confidence_scores_granularity",
+                "include_blocks",
+            )
+        ),
+        frozenset({"document_annotation_format", "document_annotation_prompt"}),
+        frozenset({"include_blocks", "confidence_scores_granularity"}),
+    }
+)
+_MISTRAL_2505_OPTION_GROUPS: Final = frozenset(
+    {
+        frozenset[str](),
+        *(
+            frozenset({field})
+            for field in (
+                "pages",
+                "include_image_base64",
+                "image_limit",
+                "image_min_size",
+                "bbox_annotation_format",
+                "document_annotation_format",
+                "confidence_scores_granularity",
+            )
+        ),
+        frozenset({"document_annotation_format", "document_annotation_prompt"}),
+    }
+)
+_AZURE_MISTRAL_OPTION_GROUPS: Final = _MISTRAL_2505_OPTION_GROUPS - {
+    frozenset({"document_annotation_format", "document_annotation_prompt"})
+}
+_REDUCTO_FORMATTING_INCLUDE_GROUPS: Final = (
+    (),
+    ("hyperlinks",),
+    ("change_tracking", "highlight", "comments"),
+    ("signatures", "ignore_watermarks"),
+)
+_REDUCTO_FILTER_BLOCK_GROUPS: Final = (
+    (),
+    ("Header",),
+    ("Header", "Footer", "Page Number"),
+    ("Figure", "Table", "Key Value"),
+)
+_REDUCTO_RETURN_IMAGE_GROUPS: Final = (
+    (),
+    ("figure",),
+    ("table",),
+    ("page",),
+    ("figure", "table"),
+)
+_FIND_SETTINGS: Final = settings(max_examples=2_000, deadline=None, derandomize=True, database=None)
+_FixtureInputT = TypeVar("_FixtureInputT")
+INLINE_IMAGE_DATA_URI: Final = "data:image/png;base64,dGVzdA=="
+_MapOcrParams = Callable[[dict[str, object], dict[str, object], str], dict[str, object]]
+_TransformOcrRequest = Callable[
+    [str, DocumentType, dict[str, object], dict[str, object]],
+    OCRRequestData,
+]
+_GetCompleteUrl = Callable[[str | None, str, dict[str, object]], str]
+
+
+def _transform_with_stubbed_download(
+    transform_request: _TransformOcrRequest,
+    model: str,
+    document: DocumentType,
+    mapped: dict[str, object],
+) -> OCRRequestData:
+    source_key: Final = "image_url" if document["type"] == "image_url" else "document_url"
+    source: Final = document[source_key]
+    if source.startswith("data:"):
+        return transform_request(model, document, mapped, {})
+    media_type: Final = "image/png" if document["type"] == "image_url" else "application/pdf"
+    with respx.mock(assert_all_called=False) as router:
+        router.route(method="GET").mock(
+            return_value=httpx.Response(200, content=b"\x00", headers={"content-type": media_type})
+        )
+        return transform_request(model, document, mapped, {})
+
+
+def _find_fixture(
+    strategy: SearchStrategy[_FixtureInputT],
+    predicate: Callable[[_FixtureInputT], bool],
+) -> _FixtureInputT:
+    return find(strategy, predicate, settings=_FIND_SETTINGS)
+
+
+def _document_transport(document: ImageUrlDocument | DocumentUrlDocument) -> tuple[str, str]:
+    if isinstance(document, ImageUrlDocument):
+        source: Final = document.image_url.url if isinstance(document.image_url, ImageUrlValue) else document.image_url
+        return document.type, "data" if source.startswith("data:") else "remote"
+    return document.type, "data" if document.document_url.startswith("data:") else "remote"
+
+
+def _normalized_azure_pages(pages: object) -> str:
+    if isinstance(pages, str):
+        return pages.replace(" ", "")
+    assert isinstance(pages, list)
+    raw_pages: Final = cast(list[object], pages)
+    if all(isinstance(page, int) for page in raw_pages):
+        integer_pages: Final = cast(list[int], raw_pages)
+        return ",".join(str(page + 1) for page in sorted(set(integer_pages)))
+    string_pages: Final = cast(list[str], raw_pages)
+    return ",".join(page.strip() for page in string_pages)
+
+
+def test_structured_pdf_exercises_semantic_ocr_features() -> None:
+    encoded: Final = structured_pdf_data_uri().partition(",")[2]
+    pdf: Final = base64.b64decode(encoded, validate=True)
+
+    assert pdf.startswith(b"%PDF-1.")
+    assert b"/Count 5" in pdf
+    assert pdf.count(b"/Subtype /Image") == 3
+    assert all(
+        marker in pdf
+        for marker in (
+            b"/Width 120",
+            b"/Width 320",
+            b"/Width 360",
+            b"/Subtype /Highlight",
+            b"/Subtype /Link",
+            b"/Subtype /Text",
+            b"/Title (Quarterly Operations Report)",
+        )
+    )
+    assert b"Invoice Number: INV-2048" in pdf
+    assert b"Formula: gross margin" in pdf
+    assert b"Approved by: Jordan Lee" in pdf
+
+
+class _ModelRegistryEntry(BaseModel):
+    model_config = ConfigDict(frozen=True, extra="ignore")
+
+    mode: str | None = None
+    litellm_provider: str | None = None
+    deprecation_date: date | None = None
+
+
+MODEL_REGISTRY: Final = TypeAdapter(dict[str, dict[str, JsonValue]])
+
+
+def _provider_fields(model: type[OcrSdkInputBase]) -> set[str]:
+    return set(model.model_fields) - COMMON_FIELDS
+
+
+def _supported_params(config: BaseOCRConfig, model: str) -> set[str]:
+    get_supported_params: Final = cast(Callable[[str], list[str]], config.get_supported_ocr_params)
+    return set(get_supported_params(model))
+
+
+def _mistral_input(**params: object) -> MistralOcrSdkInput:
+    return MistralOcrSdkInput.model_validate(
+        {
+            "model": "mistral/mistral-ocr-latest",
+            "document": {"type": "image_url", "image_url": "https://example.com/image.png"},
+            **params,
+        }
+    )
+
+
+def _reducto_document() -> ReductoDocumentUrlDocument:
+    return ReductoDocumentUrlDocument(
+        type="document_url",
+        document_url="reducto://fixture-document.pdf",
+    )
+
+
+def test_fixture_catalogs_match_active_registered_ocr_models() -> None:
+    registry_path: Final = Path(__file__).resolve().parents[6] / "model_prices_and_context_window.json"
+    registry: Final = MODEL_REGISTRY.validate_json(registry_path.read_text(encoding="utf-8"))
+    active_registered: Final = frozenset(
+        model
+        for model, raw_metadata in registry.items()
+        if raw_metadata.get("mode") == "ocr" and raw_metadata.get("litellm_provider") in SUPPORTED_OCR_PROVIDERS
+        for metadata in (_ModelRegistryEntry.model_validate(raw_metadata),)
+        if metadata.deprecation_date is None or metadata.deprecation_date > date.today()
+    )
+
+    assert ACTIVE_OCR_MODELS == active_registered
+
+
+@pytest.mark.parametrize(
+    ("fixture_model", "provider_config", "model"),
+    (
+        (MistralOcrSdkInput, MistralOCRConfig(), "mistral-ocr-latest"),
+        (AzureMistralOcrSdkInput, AzureAIOCRConfig(), "mistral-document-ai-2512"),
+        (
+            AzureDocumentIntelligenceOcrSdkInput,
+            AzureDocumentIntelligenceOCRConfig(),
+            "doc-intelligence/prebuilt-layout",
+        ),
+        (VertexMistralOcrSdkInput, VertexAIOCRConfig(), "mistral-ocr-2505"),
+        (VertexDeepSeekOcrSdkInput, VertexAIDeepSeekOCRConfig(), "deepseek-ai/deepseek-ocr-maas"),
+        (ReductoParseV3SdkInput, ReductoParseV3Config(), "parse-v3"),
+        (ReductoParseLegacySdkInput, ReductoParseLegacyConfig(), "parse-legacy"),
+    ),
+)
+def test_fixture_fields_match_provider_config(
+    fixture_model: type[OcrSdkInputBase], provider_config: BaseOCRConfig, model: str
+) -> None:
+    assert _provider_fields(fixture_model) == _supported_params(provider_config, model)
+
+
+@pytest.mark.parametrize("model", ("deepseek-ocr-maas", "deepseek-ai/deepseek-ocr-maas"))
+def test_vertex_deepseek_request_has_one_publisher_prefix(model: str) -> None:
+    request: Final = VertexAIDeepSeekOCRConfig().transform_ocr_request(
+        model=model,
+        document={"type": "image_url", "image_url": "data:image/png;base64,AA=="},
+        optional_params={},
+        headers={},
+    )
+    assert request.data["model"] == "deepseek-ai/deepseek-ocr-maas"
+
+
+@pytest.mark.parametrize(
+    "sdk_input",
+    (
+        AzureMistralOcrSdkInput(
+            model="azure_ai/mistral-document-ai-2512",
+            document=ImageUrlDocument(type="image_url", image_url="data:image/png;base64,AA=="),
+        ),
+        VertexMistralOcrSdkInput(
+            document=ImageUrlDocument(type="image_url", image_url="data:image/png;base64,AA=="),
+            vertex_project="project-1",
+        ),
+        AzureDocumentIntelligenceOcrSdkInput(
+            model="azure_ai/doc-intelligence/prebuilt-layout",
+            document=ImageUrlDocument(type="image_url", image_url="data:image/png;base64,AA=="),
+        ),
+        VertexDeepSeekOcrSdkInput(
+            document=ImageUrlDocument(type="image_url", image_url="data:image/png;base64,AA=="),
+            vertex_project="project-1",
+        ),
+    ),
+)
+def test_provider_contract_is_explicit_but_not_forwarded(sdk_input: OcrSdkInput) -> None:
+    assert sdk_input.canonical_input()["contract"] == sdk_input.contract
+    assert "contract" not in sdk_input.as_sdk_kwargs()
+
+
+@pytest.mark.parametrize("legacy_key", ("boundary", None))
+def test_ocr_parity_case_migrates_legacy_contract_metadata(legacy_key: str | None) -> None:
+    litellm_input: Final[dict[str, object]] = {
+        "model": "mistral/mistral-ocr-latest",
+        "document": {"type": "document_url", "document_url": "https://example.com/document.pdf"},
+    }
+    if legacy_key is not None:
+        litellm_input[legacy_key] = "mistral"
+
+    fixture: Final = OcrParityCase.model_validate({"litellm_input": litellm_input, "provider_responses": ()})
+
+    assert fixture.litellm_input.contract == "mistral"
+
+
+def test_mistral_input_preserves_omission_and_explicit_boolean_values() -> None:
+    omitted: Final = _mistral_input().as_sdk_kwargs()
+    explicit: Final = _mistral_input(extract_header=False, include_blocks=True).as_sdk_kwargs()
+
+    assert "extract_header" not in omitted
+    assert "include_blocks" not in omitted
+    assert explicit["extract_header"] is False
+    assert explicit["include_blocks"] is True
+
+
+def test_mistral_input_supports_document_and_page_variants() -> None:
+    nested_image: Final = MistralOcrSdkInput(
+        model="mistral/mistral-ocr-4-1",
+        document=ImageUrlDocument(
+            type="image_url",
+            image_url=ImageUrlValue(url="https://example.com/image.png", detail="high"),
+        ),
+        pages="0,2-4",
+    )
+    named_document: Final = MistralOcrSdkInput(
+        model="mistral/mistral-ocr-2512",
+        document=DocumentUrlDocument(
+            type="document_url",
+            document_url="https://example.com/document.pdf",
+            document_name="invoice.pdf",
+        ),
+    )
+
+    assert nested_image.canonical_input()["document"] == {
+        "type": "image_url",
+        "image_url": {"url": "https://example.com/image.png", "detail": "high"},
+    }
+    assert nested_image.as_sdk_kwargs()["pages"] == "0,2-4"
+    assert named_document.canonical_input()["document"] == {
+        "type": "document_url",
+        "document_url": "https://example.com/document.pdf",
+        "document_name": "invoice.pdf",
+    }
+
+
+def test_mistral_annotation_schema_serializes_provider_alias() -> None:
+    annotation: Final = JsonSchemaResponseFormat(
+        type="json_schema",
+        json_schema=JsonSchemaDefinition(
+            name="invoice",
+            schema={"type": "object"},
+        ),
+    )
+    sdk_input: Final = _mistral_input(
+        document_annotation_format=annotation,
+        document_annotation_prompt="Extract invoice fields",
+    )
+
+    assert sdk_input.canonical_input()["document_annotation_format"] == {
+        "type": "json_schema",
+        "json_schema": {
+            "name": "invoice",
+            "schema": {"type": "object"},
+        },
+    }
+
+
+def test_mistral_annotation_prompt_requires_format() -> None:
+    with pytest.raises(ValidationError, match="requires document_annotation_format"):
+        _mistral_input(document_annotation_prompt="Extract invoice fields")
+
+
+@pytest.mark.parametrize("field", ("extract_header", "extract_footer", "include_blocks"))
+def test_mistral_nonnullable_booleans_reject_null(field: str) -> None:
+    with pytest.raises(ValidationError):
+        _mistral_input(**{field: None})
+
+
+def test_unqualified_models_require_explicit_provider() -> None:
+    with pytest.raises(ValidationError, match="custom_llm_provider='mistral'"):
+        MistralOcrSdkInput(
+            model="mistral-ocr-latest",
+            document=ImageUrlDocument(type="image_url", image_url="https://example.com/image.png"),
+        )
+    with pytest.raises(ValidationError, match="custom_llm_provider='reducto'"):
+        ReductoParseV3SdkInput(model="parse-v3", document=_reducto_document())
+
+
+@pytest.mark.parametrize("model", tuple(model.removeprefix("mistral/") for model in MISTRAL_MODELS))
+def test_unqualified_mistral_models_accept_explicit_provider(model: str) -> None:
+    sdk_input: Final = MistralOcrSdkInput.model_validate(
+        {
+            "model": model,
+            "custom_llm_provider": "mistral",
+            "document": ImageUrlDocument(type="image_url", image_url="https://example.com/image.png"),
+        }
+    )
+
+    assert sdk_input.model == model
+
+
+@pytest.mark.parametrize(
+    ("model", "model_type"),
+    (("parse-v3", ReductoParseV3SdkInput), ("parse-legacy", ReductoParseLegacySdkInput)),
+)
+def test_unqualified_reducto_models_accept_explicit_provider(
+    model: str, model_type: type[ReductoParseV3SdkInput] | type[ReductoParseLegacySdkInput]
+) -> None:
+    sdk_input: Final = model_type.model_validate(
+        {"model": model, "custom_llm_provider": "reducto", "document": _reducto_document()}
+    )
+
+    assert sdk_input.model == model
+
+
+@pytest.mark.parametrize(
+    "document",
+    (
+        {"type": "image_url", "image_url": "data:image/png;base64,AA=="},
+        {"type": "document_url", "document_url": "data:application/pdf;base64,AA=="},
+    ),
+)
+def test_vertex_deepseek_request_maps_both_document_types_to_image_content(
+    document: DocumentType,
+) -> None:
+    request: Final = VertexAIDeepSeekOCRConfig().transform_ocr_request(  # pyright: ignore[reportUnknownMemberType]
+        model="deepseek-ai/deepseek-ocr-maas",
+        document=document,
+        optional_params={},
+        headers={},
+    )
+
+    source_key: Final = "image_url" if document["type"] == "image_url" else "document_url"
+    data: Final = cast(dict[str, object], request.data)
+    messages: Final = cast(list[dict[str, object]], data["messages"])
+    content: Final = cast(list[dict[str, object]], messages[0]["content"])
+    assert content == [{"type": "image_url", "image_url": document[source_key]}]
+
+
+@pytest.mark.parametrize(
+    "sdk_input",
+    (
+        ReductoParseV3SdkInput(model="reducto/parse-v3", document=_reducto_document()),
+        ReductoParseLegacySdkInput(model="reducto/parse-legacy", document=_reducto_document()),
+    ),
+)
+def test_reducto_parity_cases_are_non_strict_xfails(
+    sdk_input: ReductoParseV3SdkInput | ReductoParseLegacySdkInput,
+) -> None:
+    marks: Final = ocr_fixture_marks(OcrParityCase(litellm_input=sdk_input, provider_responses=()))
+
+    assert len(marks) == 1
+    assert marks[0].mark.name == "xfail"
+    assert marks[0].mark.kwargs["strict"] is False
+
+
+def test_supported_parity_cases_have_no_marks() -> None:
+    sdk_input: Final = _mistral_input()
+
+    assert ocr_fixture_marks(OcrParityCase(litellm_input=sdk_input, provider_responses=())) == ()
+
+
+def test_reducto_v3_preserves_nested_provider_params() -> None:
+    sdk_input: Final = ReductoParseV3SdkInput(
+        model="reducto/parse-v3",
+        document=_reducto_document(),
+        formatting=ReductoFormatting(table_output_format="html", include=["hyperlinks"]),
+        retrieval=ReductoRetrieval(chunking=ReductoChunking(chunk_mode="variable", chunk_size=250, chunk_overlap=32)),
+        settings=ReductoSettings(embed_pdf_metadata=True, embed_pdf_metadata_dpi=250, page_range=[1, 3]),
+    )
+
+    assert sdk_input.as_sdk_kwargs()["formatting"] == {
+        "table_output_format": "html",
+        "include": ["hyperlinks"],
+    }
+    assert sdk_input.as_sdk_kwargs()["retrieval"] == {
+        "chunking": {"chunk_mode": "variable", "chunk_size": 250, "chunk_overlap": 32}
+    }
+    assert sdk_input.as_sdk_kwargs()["settings"] == {
+        "embed_pdf_metadata": True,
+        "embed_pdf_metadata_dpi": 250,
+        "page_range": [1, 3],
+    }
+
+
+def test_reducto_optional_objects_reject_explicit_null() -> None:
+    with pytest.raises(ValidationError):
+        ReductoParseV3SdkInput.model_validate(
+            {
+                "model": "reducto/parse-v3",
+                "document": _reducto_document(),
+                "formatting": None,
+            }
+        )
+
+
+@pytest.mark.parametrize(
+    "source",
+    (
+        "https://example.com/document.pdf",
+        "not-a-document",
+        "data:application/pdf,not-base64",
+        "data:application/pdf;base64,not!base64",
+    ),
+)
+def test_reducto_document_rejects_unsupported_sources(source: str) -> None:
+    with pytest.raises(ValidationError):
+        ReductoDocumentUrlDocument(type="document_url", document_url=source)
+
+
+def test_reducto_nested_constraints() -> None:
+    with pytest.raises(ValidationError, match="less than chunk_size"):
+        ReductoChunking(chunk_mode="variable", chunk_size=100, chunk_overlap=100)
+    with pytest.raises(ValidationError, match="greater than or equal to start"):
+        ReductoPageRange(start=3, end=2)
+    with pytest.raises(ValidationError):
+        ReductoSettings(embed_pdf_metadata_dpi=49)
+    with pytest.raises(ValidationError, match="must be unique"):
+        ReductoFormatting(include=["hyperlinks", "hyperlinks"])
+
+
+@settings(max_examples=100, deadline=None)
+@given(model=st.sampled_from(MISTRAL_MODELS), data=st.data())
+def test_mistral_strategy_only_generates_bounded_valid_sdk_inputs(model: str, data: DataObject) -> None:
+    sdk_input: Final = data.draw(mistral_input_strategy(model, INLINE_IMAGE_DATA_URI))
+    assert MistralOcrSdkInput.model_validate(sdk_input.canonical_input()) == sdk_input
+    optional_fields: Final = frozenset(sdk_input.model_fields_set) - {"model", "document"}
+    assert optional_fields in _MISTRAL_OPTION_GROUPS
+    if sdk_input.pages is not None:
+        assert sdk_input.pages in ([0], [0, 1], "0-2")
+    if sdk_input.image_limit is not None:
+        assert sdk_input.image_limit == 1
+    if sdk_input.image_min_size is not None:
+        assert sdk_input.image_min_size == 300
+    if sdk_input.table_format is not None:
+        assert sdk_input.table_format in {"markdown", "html"}
+    if sdk_input.confidence_scores_granularity is not None:
+        assert sdk_input.confidence_scores_granularity in {"page", "word", "block"}
+    if sdk_input.confidence_scores_granularity == "block":
+        assert sdk_input.include_blocks is True
+    if model not in _MISTRAL_2512_OR_NEWER:
+        assert optional_fields.isdisjoint({"extract_header", "extract_footer", "table_format"})
+    if model not in _MISTRAL_4_OR_NEWER:
+        assert "include_blocks" not in optional_fields
+        assert not isinstance(sdk_input.pages, str)
+    if optional_fields:
+        assert isinstance(sdk_input.document, DocumentUrlDocument)
+        assert sdk_input.document.document_url == structured_pdf_data_uri()
+
+
+@pytest.mark.parametrize(
+    "transport",
+    (
+        ("image_url", "remote"),
+        ("image_url", "data"),
+        ("document_url", "remote"),
+        ("document_url", "data"),
+    ),
+)
+def test_mistral_strategy_reaches_every_document_transform_branch(transport: tuple[str, str]) -> None:
+    sdk_input: Final = _find_fixture(
+        mistral_input_strategy("mistral/mistral-ocr-4-1", INLINE_IMAGE_DATA_URI),
+        lambda candidate: _document_transport(candidate.document) == transport,
+    )
+
+    assert _document_transport(sdk_input.document) == transport
+
+
+@settings(max_examples=100, deadline=None)
+@given(sdk_input=mistral_input_strategy("mistral/mistral-ocr-4-1", INLINE_IMAGE_DATA_URI))
+def test_mistral_strategy_values_survive_the_request_transform(sdk_input: MistralOcrSdkInput) -> None:
+    sdk_kwargs: Final = sdk_input.as_sdk_kwargs()
+    model: Final = cast(str, sdk_kwargs["model"])
+    document: Final = cast(DocumentType, sdk_kwargs["document"])
+    optional_params: Final = {name: value for name, value in sdk_kwargs.items() if name not in {"model", "document"}}
+    config: Final = MistralOCRConfig()
+    map_params: Final = cast(_MapOcrParams, config.map_ocr_params)
+    transform_request: Final = cast(_TransformOcrRequest, config.transform_ocr_request)
+    mapped: Final = map_params(optional_params, {}, model)
+    request: Final = transform_request(model, document, mapped, {})
+    request_data: Final = cast(dict[str, object], request.data)
+
+    assert mapped == optional_params
+    assert request_data == {"model": model, "document": document, **optional_params}
+
+
+@pytest.mark.parametrize(
+    ("field", "value"),
+    (
+        ("pages", [0]),
+        ("pages", [0, 1]),
+        ("pages", "0-2"),
+        ("include_image_base64", False),
+        ("include_image_base64", True),
+        ("image_limit", 1),
+        ("image_min_size", 300),
+        ("extract_header", False),
+        ("extract_header", True),
+        ("extract_footer", False),
+        ("extract_footer", True),
+        ("table_format", "markdown"),
+        ("table_format", "html"),
+        ("confidence_scores_granularity", "page"),
+        ("confidence_scores_granularity", "word"),
+        ("confidence_scores_granularity", "block"),
+        ("include_blocks", False),
+        ("include_blocks", True),
+    ),
+)
+def test_mistral_strategy_reaches_every_finite_scalar_value(field: str, value: object) -> None:
+    sdk_input: Final = _find_fixture(
+        mistral_input_strategy("mistral/mistral-ocr-4-1", INLINE_IMAGE_DATA_URI),
+        lambda candidate: field in candidate.model_fields_set and getattr(candidate, field) == value,
+    )
+
+    assert getattr(sdk_input, field) == value
+
+
+@settings(max_examples=50, deadline=None)
+@given(sdk_input=reducto_v3_input_strategy(INLINE_IMAGE_DATA_URI))
+def test_reducto_v3_strategy_only_generates_bounded_valid_sdk_inputs(sdk_input: ReductoParseV3SdkInput) -> None:
+    assert ReductoParseV3SdkInput.model_validate(sdk_input.canonical_input()) == sdk_input
+    option_groups: Final = frozenset(sdk_input.model_fields_set) & {"formatting", "retrieval", "settings"}
+    assert len(option_groups) <= 1
+    if "formatting" in option_groups:
+        formatting_fields: Final = frozenset(sdk_input.formatting.model_fields_set)
+        assert len(formatting_fields) == 1
+        if "table_output_format" in formatting_fields:
+            assert sdk_input.formatting.table_output_format in {"dynamic", "html", "md", "json", "csv", "jsonbbox"}
+        if "add_page_markers" in formatting_fields:
+            assert sdk_input.formatting.add_page_markers in {False, True}
+        if "merge_tables" in formatting_fields:
+            assert sdk_input.formatting.merge_tables in {False, True}
+        if "include" in formatting_fields:
+            assert tuple(sdk_input.formatting.include) in _REDUCTO_FORMATTING_INCLUDE_GROUPS
+    if "retrieval" in option_groups:
+        retrieval_fields: Final = frozenset(sdk_input.retrieval.model_fields_set)
+        assert retrieval_fields in {
+            frozenset({"chunking"}),
+            frozenset({"filter_blocks"}),
+            frozenset({"chunking", "embedding_optimized"}),
+        }
+        chunking: Final = sdk_input.retrieval.chunking
+        if "chunking" in retrieval_fields:
+            assert chunking.chunk_mode in {"variable", "section", "page", "disabled", "block", "page_sections"}
+            assert chunking.chunk_size in {None, 250, 1000, 1500}
+            assert chunking.chunk_overlap in {0, 32, 128}
+        if chunking.chunk_size is not None or chunking.chunk_overlap:
+            assert chunking.chunk_mode == "variable"
+        if chunking.chunk_overlap:
+            assert chunking.chunk_size == 1000
+        if "filter_blocks" in retrieval_fields:
+            assert tuple(sdk_input.retrieval.filter_blocks) in _REDUCTO_FILTER_BLOCK_GROUPS
+        if "embedding_optimized" in retrieval_fields:
+            assert chunking.chunk_mode == "variable"
+            assert chunking.chunk_size is None
+            assert chunking.chunk_overlap == 0
+            assert sdk_input.retrieval.embedding_optimized in {False, True}
+    if "settings" in option_groups:
+        settings_fields: Final = frozenset(sdk_input.settings.model_fields_set)
+        assert settings_fields in {
+            frozenset({"model"}),
+            frozenset({"ocr_system"}),
+            frozenset({"extraction_mode"}),
+            frozenset({"return_ocr_data"}),
+            frozenset({"return_images"}),
+            frozenset({"embed_pdf_metadata"}),
+            frozenset({"embed_pdf_metadata", "embed_pdf_metadata_dpi"}),
+            frozenset({"timeout"}),
+            frozenset({"page_range"}),
+        }
+        assert settings_fields.isdisjoint(
+            {
+                "force_url_result",
+                "force_file_extension",
+                "persist_results",
+                "tenant_throttling",
+                "document_password",
+                "hybrid_vpc",
+            }
+        )
+        if "model" in settings_fields:
+            assert sdk_input.settings.model == "r-1"
+        if "ocr_system" in settings_fields:
+            assert sdk_input.settings.ocr_system in {"standard", "legacy"}
+        if "extraction_mode" in settings_fields:
+            assert sdk_input.settings.extraction_mode in {"hybrid", "ocr", "metadata"}
+        if "return_ocr_data" in settings_fields:
+            assert sdk_input.settings.return_ocr_data is True
+        if "return_images" in settings_fields:
+            assert tuple(sdk_input.settings.return_images) in _REDUCTO_RETURN_IMAGE_GROUPS
+        if "embed_pdf_metadata_dpi" in settings_fields:
+            assert sdk_input.settings.embed_pdf_metadata is True
+            assert sdk_input.settings.embed_pdf_metadata_dpi in {50, 100, 250}
+        if "timeout" in settings_fields:
+            assert sdk_input.settings.timeout == 300.0
+        if sdk_input.settings.page_range is not None:
+            dumped_range: Final = cast(
+                dict[str, object], sdk_input.settings.model_dump(mode="json", exclude_unset=True)
+            )["page_range"]
+            assert dumped_range in (
+                {"start": 1, "end": 1},
+                {"start": 1, "end": 3},
+                [{"start": 1, "end": 2}, {"start": 4, "end": 5}],
+            )
+
+
+@settings(max_examples=60, deadline=None)
+@given(sdk_input=reducto_v3_input_strategy(INLINE_IMAGE_DATA_URI))
+def test_reducto_v3_strategy_values_survive_the_request_transform(sdk_input: ReductoParseV3SdkInput) -> None:
+    sdk_kwargs: Final = sdk_input.as_sdk_kwargs()
+    model: Final = cast(str, sdk_kwargs["model"])
+    document: Final = cast(DocumentType, sdk_kwargs["document"])
+    optional_params: Final = {
+        name: value for name, value in sdk_kwargs.items() if name not in {"model", "document", "custom_llm_provider"}
+    }
+    config: Final = ReductoParseV3Config()
+    map_params: Final = cast(_MapOcrParams, config.map_ocr_params)
+    transform_request: Final = cast(_TransformOcrRequest, config.transform_ocr_request)
+    mapped: Final = map_params(optional_params, {}, model)
+
+    with patch.object(config, "_ensure_file_id_sync", return_value="reducto://fixture-document.pdf"):
+        request: Final = transform_request(model, document, mapped, {})
+
+    assert mapped == optional_params
+    assert cast(dict[str, object], request.data) == {
+        "input": "reducto://fixture-document.pdf",
+        **optional_params,
+    }
+
+
+def test_reducto_v3_strategy_reaches_image_upload_branch_without_options() -> None:
+    sdk_input: Final = _find_fixture(
+        reducto_v3_input_strategy(INLINE_IMAGE_DATA_URI),
+        lambda candidate: isinstance(candidate.document, ReductoImageUrlDocument),
+    )
+
+    assert isinstance(sdk_input.document, ReductoImageUrlDocument)
+    assert sdk_input.document.image_url.startswith("data:image/")
+    assert sdk_input.model_fields_set == {"model", "document"}
+
+
+@pytest.mark.parametrize(
+    ("model", "provider"),
+    (("reducto/parse-v3", None), ("parse-v3", "reducto")),
+)
+def test_reducto_v3_strategy_reaches_every_routing_form(model: str, provider: str | None) -> None:
+    sdk_input: Final = _find_fixture(
+        reducto_v3_input_strategy(INLINE_IMAGE_DATA_URI),
+        lambda candidate: candidate.model == model and candidate.custom_llm_provider == provider,
+    )
+
+    assert sdk_input.model == model
+    assert sdk_input.custom_llm_provider == provider
+
+
+@pytest.mark.parametrize("table_format", ("dynamic", "html", "md", "json", "csv", "jsonbbox"))
+def test_reducto_v3_strategy_reaches_every_table_format(table_format: str) -> None:
+    sdk_input: Final = _find_fixture(
+        reducto_v3_input_strategy(INLINE_IMAGE_DATA_URI),
+        lambda candidate: (
+            "formatting" in candidate.model_fields_set
+            and "table_output_format" in candidate.formatting.model_fields_set
+            and candidate.formatting.table_output_format == table_format
+        ),
+    )
+
+    assert sdk_input.formatting.table_output_format == table_format
+
+
+@pytest.mark.parametrize(
+    ("field", "value"),
+    (
+        ("add_page_markers", False),
+        ("add_page_markers", True),
+        ("merge_tables", False),
+        ("merge_tables", True),
+    ),
+)
+def test_reducto_v3_strategy_reaches_every_formatting_boolean(field: str, value: bool) -> None:
+    sdk_input: Final = _find_fixture(
+        reducto_v3_input_strategy(INLINE_IMAGE_DATA_URI),
+        lambda candidate: (
+            "formatting" in candidate.model_fields_set
+            and field in candidate.formatting.model_fields_set
+            and getattr(candidate.formatting, field) is value
+        ),
+    )
+
+    assert getattr(sdk_input.formatting, field) is value
+
+
+@pytest.mark.parametrize("include", _REDUCTO_FORMATTING_INCLUDE_GROUPS)
+def test_reducto_v3_strategy_reaches_every_formatting_include(include: tuple[str, ...]) -> None:
+    sdk_input: Final = _find_fixture(
+        reducto_v3_input_strategy(INLINE_IMAGE_DATA_URI),
+        lambda candidate: (
+            "formatting" in candidate.model_fields_set
+            and "include" in candidate.formatting.model_fields_set
+            and tuple(candidate.formatting.include) == include
+        ),
+    )
+
+    assert tuple(sdk_input.formatting.include) == include
+
+
+@pytest.mark.parametrize("chunk_mode", ("variable", "section", "page", "disabled", "block", "page_sections"))
+def test_reducto_v3_strategy_reaches_every_chunk_mode(chunk_mode: str) -> None:
+    sdk_input: Final = _find_fixture(
+        reducto_v3_input_strategy(INLINE_IMAGE_DATA_URI),
+        lambda candidate: (
+            "retrieval" in candidate.model_fields_set
+            and "chunking" in candidate.retrieval.model_fields_set
+            and candidate.retrieval.chunking.chunk_mode == chunk_mode
+        ),
+    )
+
+    assert sdk_input.retrieval.chunking.chunk_mode == chunk_mode
+
+
+@pytest.mark.parametrize("chunk_size", (250, 1000, 1500))
+def test_reducto_v3_strategy_reaches_every_chunk_size(chunk_size: int) -> None:
+    sdk_input: Final = _find_fixture(
+        reducto_v3_input_strategy(INLINE_IMAGE_DATA_URI),
+        lambda candidate: candidate.retrieval.chunking.chunk_size == chunk_size,
+    )
+
+    assert sdk_input.retrieval.chunking.chunk_mode == "variable"
+    assert sdk_input.retrieval.chunking.chunk_size == chunk_size
+
+
+@pytest.mark.parametrize("chunk_overlap", (32, 128))
+def test_reducto_v3_strategy_reaches_every_chunk_overlap(chunk_overlap: int) -> None:
+    sdk_input: Final = _find_fixture(
+        reducto_v3_input_strategy(INLINE_IMAGE_DATA_URI),
+        lambda candidate: candidate.retrieval.chunking.chunk_overlap == chunk_overlap,
+    )
+
+    assert sdk_input.retrieval.chunking.chunk_mode == "variable"
+    assert sdk_input.retrieval.chunking.chunk_size == 1000
+    assert sdk_input.retrieval.chunking.chunk_overlap == chunk_overlap
+
+
+@pytest.mark.parametrize("filter_blocks", _REDUCTO_FILTER_BLOCK_GROUPS)
+def test_reducto_v3_strategy_reaches_every_filter_block_group(filter_blocks: tuple[str, ...]) -> None:
+    sdk_input: Final = _find_fixture(
+        reducto_v3_input_strategy(INLINE_IMAGE_DATA_URI),
+        lambda candidate: (
+            "retrieval" in candidate.model_fields_set
+            and "filter_blocks" in candidate.retrieval.model_fields_set
+            and tuple(candidate.retrieval.filter_blocks) == filter_blocks
+        ),
+    )
+
+    assert tuple(sdk_input.retrieval.filter_blocks) == filter_blocks
+
+
+@pytest.mark.parametrize("embedding_optimized", (False, True))
+def test_reducto_v3_strategy_reaches_every_embedding_setting(embedding_optimized: bool) -> None:
+    sdk_input: Final = _find_fixture(
+        reducto_v3_input_strategy(INLINE_IMAGE_DATA_URI),
+        lambda candidate: (
+            "retrieval" in candidate.model_fields_set
+            and "embedding_optimized" in candidate.retrieval.model_fields_set
+            and candidate.retrieval.embedding_optimized is embedding_optimized
+        ),
+    )
+
+    assert sdk_input.retrieval.chunking.chunk_mode == "variable"
+    assert sdk_input.retrieval.embedding_optimized is embedding_optimized
+
+
+@pytest.mark.parametrize("dpi", (50, 100, 250))
+def test_reducto_v3_strategy_reaches_every_metadata_dpi(dpi: int) -> None:
+    sdk_input: Final = _find_fixture(
+        reducto_v3_input_strategy(INLINE_IMAGE_DATA_URI),
+        lambda candidate: (
+            "settings" in candidate.model_fields_set
+            and "embed_pdf_metadata_dpi" in candidate.settings.model_fields_set
+            and candidate.settings.embed_pdf_metadata_dpi == dpi
+        ),
+    )
+
+    assert sdk_input.settings.embed_pdf_metadata is True
+    assert sdk_input.settings.embed_pdf_metadata_dpi == dpi
+
+
+def test_reducto_v3_strategy_reaches_metadata_with_default_dpi_omitted() -> None:
+    sdk_input: Final = _find_fixture(
+        reducto_v3_input_strategy(INLINE_IMAGE_DATA_URI),
+        lambda candidate: (
+            "settings" in candidate.model_fields_set and candidate.settings.model_fields_set == {"embed_pdf_metadata"}
+        ),
+    )
+
+    assert sdk_input.settings.embed_pdf_metadata is True
+    assert "embed_pdf_metadata_dpi" not in sdk_input.settings.model_fields_set
+
+
+@pytest.mark.parametrize(
+    ("field", "value"),
+    (
+        ("model", "r-1"),
+        ("ocr_system", "standard"),
+        ("ocr_system", "legacy"),
+        ("extraction_mode", "hybrid"),
+        ("extraction_mode", "ocr"),
+        ("extraction_mode", "metadata"),
+        ("return_ocr_data", True),
+        ("timeout", 300.0),
+    ),
+)
+def test_reducto_v3_strategy_reaches_every_scalar_setting(field: str, value: object) -> None:
+    sdk_input: Final = _find_fixture(
+        reducto_v3_input_strategy(INLINE_IMAGE_DATA_URI),
+        lambda candidate: (
+            "settings" in candidate.model_fields_set
+            and field in candidate.settings.model_fields_set
+            and getattr(candidate.settings, field) == value
+        ),
+    )
+
+    assert getattr(sdk_input.settings, field) == value
+
+
+@pytest.mark.parametrize("return_images", _REDUCTO_RETURN_IMAGE_GROUPS)
+def test_reducto_v3_strategy_reaches_every_return_image_group(return_images: tuple[str, ...]) -> None:
+    sdk_input: Final = _find_fixture(
+        reducto_v3_input_strategy(INLINE_IMAGE_DATA_URI),
+        lambda candidate: (
+            "settings" in candidate.model_fields_set
+            and "return_images" in candidate.settings.model_fields_set
+            and tuple(candidate.settings.return_images) == return_images
+        ),
+    )
+
+    assert tuple(sdk_input.settings.return_images) == return_images
+
+
+@pytest.mark.parametrize(
+    "page_range",
+    (
+        {"start": 1, "end": 1},
+        {"start": 1, "end": 3},
+        [{"start": 1, "end": 2}, {"start": 4, "end": 5}],
+    ),
+)
+def test_reducto_v3_strategy_reaches_every_page_range_shape(page_range: object) -> None:
+    sdk_input: Final = _find_fixture(
+        reducto_v3_input_strategy(INLINE_IMAGE_DATA_URI),
+        lambda candidate: (
+            cast(
+                dict[str, object],
+                candidate.settings.model_dump(mode="json", exclude_unset=True),
+            ).get("page_range")
+            == page_range
+        ),
+    )
+
+    assert sdk_input.settings.model_dump(mode="json", exclude_unset=True)["page_range"] == page_range
+
+
+@settings(max_examples=10, deadline=None)
+@given(sdk_input=reducto_legacy_input_strategy())
+def test_reducto_legacy_strategy_generates_valid_litellm_inputs(sdk_input: ReductoParseLegacySdkInput) -> None:
+    assert ReductoParseLegacySdkInput.model_validate(sdk_input.canonical_input()) == sdk_input
+    assert "enhance" not in sdk_input.model_fields_set
+
+
+@settings(max_examples=10, deadline=None)
+@given(sdk_input=reducto_legacy_input_strategy())
+def test_reducto_legacy_strategy_values_survive_the_request_transform(
+    sdk_input: ReductoParseLegacySdkInput,
+) -> None:
+    sdk_kwargs: Final = sdk_input.as_sdk_kwargs()
+    model: Final = cast(str, sdk_kwargs["model"])
+    document: Final = cast(DocumentType, sdk_kwargs["document"])
+    config: Final = ReductoParseLegacyConfig()
+    transform_request: Final = cast(_TransformOcrRequest, config.transform_ocr_request)
+
+    with patch.object(config, "_ensure_file_id_sync", return_value="reducto://fixture-document.pdf"):
+        request: Final = transform_request(model, document, {}, {})
+
+    assert cast(dict[str, object], request.data) == {
+        "document_url": "reducto://fixture-document.pdf",
+    }
+
+
+@pytest.mark.parametrize(
+    ("model", "provider"),
+    (("reducto/parse-legacy", None), ("parse-legacy", "reducto")),
+)
+def test_reducto_legacy_strategy_reaches_every_routing_form(model: str, provider: str | None) -> None:
+    sdk_input: Final = _find_fixture(
+        reducto_legacy_input_strategy(),
+        lambda candidate: candidate.model == model and candidate.custom_llm_provider == provider,
+    )
+
+    assert sdk_input.model == model
+    assert sdk_input.custom_llm_provider == provider
+
+
+@settings(max_examples=50, deadline=None)
+@given(sdk_input=azure_mistral_input_strategy(INLINE_IMAGE_DATA_URI))
+def test_azure_mistral_strategy_is_contained_to_gateway_capabilities(
+    sdk_input: AzureMistralOcrSdkInput,
+) -> None:
+    optional_fields: Final = frozenset(sdk_input.model_fields_set) - {"model", "document"}
+
+    assert optional_fields in _AZURE_MISTRAL_OPTION_GROUPS
+    assert optional_fields.isdisjoint(
+        {
+            "document_annotation_prompt",
+            "extract_header",
+            "extract_footer",
+            "table_format",
+            "include_blocks",
+            "id",
+        }
+    )
+    assert not isinstance(sdk_input.pages, str)
+    assert sdk_input.confidence_scores_granularity in {None, "page", "word"}
+    if optional_fields:
+        assert isinstance(sdk_input.document, DocumentUrlDocument)
+        assert sdk_input.document.document_url == structured_pdf_data_uri()
+
+
+@pytest.mark.parametrize(
+    ("field", "value"),
+    (
+        ("pages", [0]),
+        ("pages", [0, 1]),
+        ("include_image_base64", False),
+        ("include_image_base64", True),
+        ("image_limit", 1),
+        ("image_min_size", 300),
+        ("confidence_scores_granularity", "page"),
+        ("confidence_scores_granularity", "word"),
+    ),
+)
+def test_azure_mistral_strategy_reaches_every_gateway_scalar(field: str, value: object) -> None:
+    sdk_input: Final = _find_fixture(
+        azure_mistral_input_strategy(INLINE_IMAGE_DATA_URI),
+        lambda candidate: field in candidate.model_fields_set and getattr(candidate, field) == value,
+    )
+
+    assert getattr(sdk_input, field) == value
+
+
+@pytest.mark.parametrize("field", ("bbox_annotation_format", "document_annotation_format"))
+def test_azure_mistral_strategy_reaches_every_gateway_schema(field: str) -> None:
+    sdk_input: Final = _find_fixture(
+        azure_mistral_input_strategy(INLINE_IMAGE_DATA_URI),
+        lambda candidate: frozenset(candidate.model_fields_set) - {"model", "document"} == frozenset({field}),
+    )
+
+    assert frozenset(sdk_input.model_fields_set) - {"model", "document"} == {field}
+
+
+@settings(max_examples=50, deadline=None)
+@given(sdk_input=azure_mistral_input_strategy(INLINE_IMAGE_DATA_URI))
+def test_azure_mistral_strategy_exercises_url_conversion_and_inline_bypass(
+    sdk_input: AzureMistralOcrSdkInput,
+) -> None:
+    sdk_kwargs: Final = sdk_input.as_sdk_kwargs()
+    model: Final = cast(str, sdk_kwargs["model"])
+    document: Final = cast(DocumentType, sdk_kwargs["document"])
+    optional_params: Final = {name: value for name, value in sdk_kwargs.items() if name not in {"model", "document"}}
+    config: Final = AzureAIOCRConfig()
+    map_params: Final = cast(_MapOcrParams, config.map_ocr_params)
+    transform_request: Final = cast(_TransformOcrRequest, config.transform_ocr_request)
+    mapped: Final = map_params(optional_params, {}, model)
+
+    request: Final = _transform_with_stubbed_download(transform_request, model, document, mapped)
+
+    source_key: Final = "image_url" if document["type"] == "image_url" else "document_url"
+    source: Final = document[source_key]
+    expected_document: Final = dict(document)
+    if not source.startswith("data:"):
+        media_type: Final = "image/png" if document["type"] == "image_url" else "application/pdf"
+        expected_document[source_key] = f"data:{media_type};base64,AA=="
+
+    assert mapped == optional_params
+    assert cast(dict[str, object], request.data) == {
+        "model": model,
+        "document": expected_document,
+        **optional_params,
+    }
+
+
+@settings(max_examples=30, deadline=None)
+@given(sdk_input=azure_document_intelligence_input_strategy())
+def test_azure_document_intelligence_strategy_only_generates_litellm_inputs(
+    sdk_input: AzureDocumentIntelligenceOcrSdkInput,
+) -> None:
+    assert sdk_input.req_format == "litellm"
+    assert sdk_input.model in AZURE_DOCUMENT_INTELLIGENCE_RECORDING_MODELS
+    assert "contract" not in sdk_input.as_sdk_kwargs()
+    optional_fields: Final = frozenset(sdk_input.model_fields_set) - {"model", "document"}
+    assert optional_fields in {
+        frozenset[str](),
+        frozenset({"pages"}),
+        frozenset({"features"}),
+        frozenset({"pages", "features"}),
+        frozenset({"req_format"}),
+    }
+    if sdk_input.pages is not None:
+        assert sdk_input.pages in ([0], [2, 0, 0, 1], ["1", "2-4"], "1-4, 5", [0, 1])
+    if isinstance(sdk_input.features, list):
+        assert tuple(sdk_input.features) in {
+            ("languages",),
+            ("ocrHighResolution",),
+            ("barcodes",),
+            ("formulas",),
+            ("styleFont",),
+            ("keyValuePairs",),
+            ("languages", "styleFont"),
+        }
+    if isinstance(sdk_input.features, str):
+        assert sdk_input.features == "languages, styleFont"
+
+
+@settings(max_examples=50, deadline=None)
+@given(sdk_input=azure_document_intelligence_input_strategy())
+def test_azure_document_intelligence_strategy_exercises_request_transform(
+    sdk_input: AzureDocumentIntelligenceOcrSdkInput,
+) -> None:
+    sdk_kwargs: Final = sdk_input.as_sdk_kwargs()
+    model: Final = cast(str, sdk_kwargs["model"])
+    document: Final = cast(DocumentType, sdk_kwargs["document"])
+    optional_params: Final = {name: value for name, value in sdk_kwargs.items() if name not in {"model", "document"}}
+    config: Final = AzureDocumentIntelligenceOCRConfig()
+    map_params: Final = cast(_MapOcrParams, config.map_ocr_params)
+    get_complete_url: Final = cast(_GetCompleteUrl, config.get_complete_url)
+    transform_request: Final = cast(_TransformOcrRequest, config.transform_ocr_request)
+    mapped: Final = map_params(optional_params, {}, model)
+    url: Final = get_complete_url("https://document.example", model, mapped)
+    query: Final = parse_qs(urlparse(url).query)
+    request: Final = transform_request(model, document, mapped, {})
+
+    if sdk_input.pages is None:
+        assert "pages" not in mapped
+        assert "pages" not in query
+    else:
+        expected_pages: Final = _normalized_azure_pages(sdk_input.pages)
+        assert mapped["pages"] == expected_pages
+        assert query["pages"] == [expected_pages]
+    if sdk_input.features is None:
+        assert "features" not in mapped
+        assert "features" not in query
+    else:
+        raw_features: Final = (
+            sdk_input.features.split(",") if isinstance(sdk_input.features, str) else sdk_input.features
+        )
+        expected_features: Final = ",".join(feature.strip() for feature in raw_features)
+        assert mapped["features"] == expected_features
+        assert query["features"] == [expected_features]
+
+    source: Final = document["document_url"] if document["type"] == "document_url" else document["image_url"]
+    assert isinstance(source, str)
+    expected_body: Final = (
+        {"base64Source": source.partition(",")[2]} if source.startswith("data:") else {"urlSource": source}
+    )
+    assert cast(dict[str, object], request.data) == expected_body
+
+
+@pytest.mark.parametrize(
+    ("field", "value"),
+    (
+        ("pages", [0]),
+        ("pages", [2, 0, 0, 1]),
+        ("pages", ["1", "2-4"]),
+        ("pages", "1-4, 5"),
+        ("features", ["languages"]),
+        ("features", ["ocrHighResolution"]),
+        ("features", ["barcodes"]),
+        ("features", ["formulas"]),
+        ("features", ["styleFont"]),
+        ("features", ["keyValuePairs"]),
+        ("features", "languages, styleFont"),
+    ),
+)
+def test_azure_document_intelligence_strategy_reaches_every_finite_value(field: str, value: object) -> None:
+    sdk_input: Final = _find_fixture(
+        azure_document_intelligence_input_strategy(),
+        lambda candidate: field in candidate.model_fields_set and getattr(candidate, field) == value,
+    )
+
+    assert getattr(sdk_input, field) == value
+
+
+def test_azure_document_intelligence_strategy_reaches_combined_query_branch() -> None:
+    sdk_input: Final = _find_fixture(
+        azure_document_intelligence_input_strategy(),
+        lambda candidate: {"pages", "features"}.issubset(candidate.model_fields_set),
+    )
+
+    assert sdk_input.pages == [0, 1]
+    assert sdk_input.features == ["languages", "styleFont"]
+
+
+@pytest.mark.parametrize(
+    "transport",
+    (("document_url", "data"), ("image_url", "remote")),
+)
+def test_azure_document_intelligence_strategy_reaches_body_source_branches(
+    transport: tuple[str, str],
+) -> None:
+    sdk_input: Final = _find_fixture(
+        azure_document_intelligence_input_strategy(),
+        lambda candidate: _document_transport(candidate.document) == transport,
+    )
+
+    assert _document_transport(sdk_input.document) == transport
+
+
+@settings(max_examples=50, deadline=None)
+@given(sdk_input=vertex_mistral_input_strategy("project-1", "us-central1", INLINE_IMAGE_DATA_URI))
+def test_vertex_mistral_strategy_is_contained_to_2505_capabilities(
+    sdk_input: VertexMistralOcrSdkInput,
+) -> None:
+    optional_fields: Final = frozenset(sdk_input.model_fields_set) - {
+        "model",
+        "document",
+        "vertex_project",
+        "vertex_location",
+    }
+
+    assert optional_fields in _MISTRAL_2505_OPTION_GROUPS
+    assert optional_fields.isdisjoint({"extract_header", "extract_footer", "table_format", "include_blocks", "id"})
+    assert not isinstance(sdk_input.pages, str)
+    assert sdk_input.confidence_scores_granularity in {None, "page", "word"}
+    if optional_fields:
+        assert isinstance(sdk_input.document, DocumentUrlDocument)
+        assert sdk_input.document.document_url == structured_pdf_data_uri()
+
+
+@pytest.mark.parametrize(
+    ("field", "value"),
+    (
+        ("pages", [0]),
+        ("pages", [0, 1]),
+        ("include_image_base64", False),
+        ("include_image_base64", True),
+        ("image_limit", 1),
+        ("image_min_size", 300),
+        ("confidence_scores_granularity", "page"),
+        ("confidence_scores_granularity", "word"),
+    ),
+)
+def test_vertex_mistral_strategy_reaches_every_2505_scalar(field: str, value: object) -> None:
+    sdk_input: Final = _find_fixture(
+        vertex_mistral_input_strategy("project-1", "us-central1", INLINE_IMAGE_DATA_URI),
+        lambda candidate: field in candidate.model_fields_set and getattr(candidate, field) == value,
+    )
+
+    assert getattr(sdk_input, field) == value
+
+
+@pytest.mark.parametrize(
+    "fields",
+    (
+        frozenset({"bbox_annotation_format"}),
+        frozenset({"document_annotation_format"}),
+        frozenset({"document_annotation_format", "document_annotation_prompt"}),
+    ),
+)
+def test_vertex_mistral_strategy_reaches_every_2505_schema_group(fields: frozenset[str]) -> None:
+    sdk_input: Final = _find_fixture(
+        vertex_mistral_input_strategy("project-1", "us-central1", INLINE_IMAGE_DATA_URI),
+        lambda candidate: (
+            frozenset(candidate.model_fields_set) - {"model", "document", "vertex_project", "vertex_location"} == fields
+        ),
+    )
+
+    assert frozenset(sdk_input.model_fields_set) - {"model", "document", "vertex_project", "vertex_location"} == fields
+
+
+@settings(max_examples=50, deadline=None)
+@given(sdk_input=vertex_mistral_input_strategy("project-1", "us-central1", INLINE_IMAGE_DATA_URI))
+def test_vertex_mistral_strategy_exercises_url_conversion_and_inline_bypass(
+    sdk_input: VertexMistralOcrSdkInput,
+) -> None:
+    sdk_kwargs: Final = sdk_input.as_sdk_kwargs()
+    model: Final = cast(str, sdk_kwargs["model"])
+    document: Final = cast(DocumentType, sdk_kwargs["document"])
+    optional_params: Final = {
+        name: value
+        for name, value in sdk_kwargs.items()
+        if name not in {"model", "document", "vertex_project", "vertex_location"}
+    }
+    config: Final = VertexAIOCRConfig()
+    map_params: Final = cast(_MapOcrParams, config.map_ocr_params)
+    transform_request: Final = cast(_TransformOcrRequest, config.transform_ocr_request)
+    mapped: Final = map_params(optional_params, {}, model)
+
+    request: Final = _transform_with_stubbed_download(transform_request, model, document, mapped)
+
+    source_key: Final = "image_url" if document["type"] == "image_url" else "document_url"
+    source: Final = document[source_key]
+    expected_document: Final = dict(document)
+    if not source.startswith("data:"):
+        media_type: Final = "image/png" if document["type"] == "image_url" else "application/pdf"
+        expected_document[source_key] = f"data:{media_type};base64,AA=="
+
+    assert mapped == optional_params
+    assert cast(dict[str, object], request.data) == {
+        "model": model,
+        "document": expected_document,
+        **optional_params,
+    }
+
+
+@settings(max_examples=30, deadline=None)
+@given(sdk_input=vertex_deepseek_input_strategy("project-1", "us-central1", INLINE_IMAGE_DATA_URI))
+def test_vertex_deepseek_strategy_only_generates_litellm_inputs(
+    sdk_input: VertexDeepSeekOcrSdkInput,
+) -> None:
+    assert sdk_input.vertex_project == "project-1"
+    assert "contract" not in sdk_input.as_sdk_kwargs()
+    assert _document_transport(sdk_input.document) == ("image_url", "data")
+
+
+def test_vertex_deepseek_strategy_reaches_documented_image_branch() -> None:
+    sdk_input: Final = _find_fixture(
+        vertex_deepseek_input_strategy("project-1", "us-central1", INLINE_IMAGE_DATA_URI),
+        lambda candidate: _document_transport(candidate.document) == ("image_url", "data"),
+    )
+
+    assert _document_transport(sdk_input.document) == ("image_url", "data")
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/test_fixture_store.py b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/test_fixture_store.py
new file mode 100644
index 00000000000..2d907f4f3b8
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/test_fixture_store.py
@@ -0,0 +1,85 @@
+from __future__ import annotations
+
+from dataclasses import dataclass
+from datetime import datetime, timezone
+from pathlib import Path
+from queue import Queue
+from typing import Final, Protocol, cast
+
+import pytest
+
+from .....shared.parity.fixtures.cassette import deserialize_cassette
+from .....shared.parity.fixtures.pytest_support import parametrize_recorded_fixtures
+from .....shared.parity.fixtures.store import FixtureEnvelope, read_fixture, recorded_fixtures
+from .conftest import ocr_fixture_id, ocr_fixture_marks
+from .fixtures.migrate import migrate_fixture
+from .fixtures.models import OcrParityCase
+
+
+class _Parameter(Protocol):
+    values: tuple[OcrParityCase, ...]
+    marks: tuple[pytest.Mark, ...]
+
+
+@dataclass(frozen=True, slots=True)
+class _MetafuncSpy:
+    fixturenames: tuple[str, ...]
+    calls: Queue[tuple[object, ...]]
+
+    def parametrize(self, *args: object, **_kwargs: object) -> None:
+        self.calls.put(args)
+
+
+def test_recorded_fixture_parametrization_applies_case_specific_marks() -> None:
+    calls: Final[Queue[tuple[object, ...]]] = Queue()
+    metafunc: Final = _MetafuncSpy(fixturenames=("ocr_fixture",), calls=calls)
+
+    parametrize_recorded_fixtures(
+        cast(pytest.Metafunc, metafunc),
+        fixture_name="ocr_fixture",
+        case_type=OcrParityCase,
+        env_var="UNCONFIGURED_OCR_FIXTURE_TEST_DIRECTORY",
+        default_directory=Path(__file__).with_name("fixtures") / "data",
+        regeneration_command="unused",
+        id_builder=ocr_fixture_id,
+        marks_builder=ocr_fixture_marks,
+    )
+
+    parameters: Final = cast(tuple[_Parameter, ...], calls.get_nowait()[1])
+    reducto_parameters: Final = tuple(
+        parameter
+        for parameter in parameters
+        if parameter.values[0].litellm_input.contract in {"reducto_v3", "reducto_legacy"}
+    )
+    supported_parameters: Final = tuple(parameter for parameter in parameters if parameter not in reducto_parameters)
+
+    assert reducto_parameters
+    assert supported_parameters
+    assert all(len(parameter.marks) == 1 for parameter in reducto_parameters)
+    assert all(parameter.marks[0].name == "xfail" for parameter in reducto_parameters)
+    assert all(parameter.marks[0].kwargs["strict"] is False for parameter in reducto_parameters)
+    assert all(parameter.marks == () for parameter in supported_parameters)
+
+
+def test_legacy_fixture_migration_preserves_responses_and_labels_reconstructed_requests(tmp_path: Path) -> None:
+    case: Final = recorded_fixtures(Path(__file__).with_name("fixtures") / "data" / "mistral-ocr", OcrParityCase)[0]
+    timestamp: Final = datetime(2020, 1, 1, tzinfo=timezone.utc)
+    envelope: Final = FixtureEnvelope(
+        schema_version=1,
+        recorded_at=timestamp,
+        case=case.model_dump(mode="json", exclude_unset=True),
+    )
+    legacy_path: Final = tmp_path / "legacy.json"
+    legacy_path.write_text(envelope.model_dump_json())
+
+    destination: Final = migrate_fixture(legacy_path)
+
+    assert not legacy_path.exists()
+    assert read_fixture(destination, OcrParityCase) == case
+    cassette: Final = deserialize_cassette(destination.read_text())
+    assert cassette.recorded_at == timestamp
+    assert cassette.parity.request_source == "python_replay"
+    assert len(cassette.interactions) == len(case.provider_responses)
+    assert cassette.interactions[0].request.method == "POST"
+    assert cassette.interactions[0].request.uri == "http://parity-provider.invalid/v1/ocr"
+    assert "authorization" not in cassette.interactions[0].request.headers
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/test_record_fixtures.py b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/test_record_fixtures.py
new file mode 100644
index 00000000000..6c6dcea17d1
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/test_record_fixtures.py
@@ -0,0 +1,425 @@
+from __future__ import annotations
+
+import queue
+from collections.abc import Callable, Mapping
+from dataclasses import dataclass
+from pathlib import Path
+from typing import Final, cast
+
+import pytest
+from hypothesis import find, settings
+from hypothesis.strategies import SearchStrategy
+
+from .....shared.parity.fixtures.cli import parse_recording_args
+from .....shared.parity.fixtures.inputs import generate_case_inputs
+from .....shared.parity.fixtures.media import structured_pdf_data_uri
+from .fixtures.azure import (
+    AZURE_DOCUMENT_INTELLIGENCE_PROVIDER_REJECTED_INPUTS,
+    AZURE_DOCUMENT_INTELLIGENCE_RECORDING_MODELS,
+    AZURE_MISTRAL_MODELS,
+    AZURE_MISTRAL_PROVIDER_REJECTED_INPUTS,
+)
+from .fixtures.base import OcrSdkInputBase
+from .fixtures.common import OcrFixtureClient, OcrRecordingTarget
+from .fixtures.config import recording_environment
+from .fixtures.mistral import MISTRAL_MODELS, MISTRAL_PROVIDER_REJECTED_INPUTS
+from .fixtures.record import (
+    discover_targets as discover_targets_with_media,
+)
+from .fixtures.record import (
+    require_targets,
+)
+from .fixtures.reducto import (
+    REDUCTO_LEGACY_MODELS,
+    REDUCTO_LEGACY_PROVIDER_REJECTED_INPUTS,
+    REDUCTO_V3_MODELS,
+    REDUCTO_V3_PROVIDER_REJECTED_INPUTS,
+)
+from .fixtures.vertex import (
+    VERTEX_DEEPSEEK_MODELS,
+    VERTEX_MISTRAL_MODELS,
+    vertex_deepseek_provider_rejected_inputs,
+    vertex_mistral_provider_rejected_inputs,
+)
+
+
+class _UnusedOcrClient:
+    def execute(self, api_base: str, api_key: str, case_input: OcrSdkInputBase) -> None:
+        raise AssertionError(f"unexpected SDK call to {api_base} with {api_key!r} and {case_input!r}")
+
+
+@dataclass(frozen=True, slots=True)
+class _RecordingOcrClient:
+    calls: queue.SimpleQueue[dict[str, object]]
+
+    def execute(self, api_base: str, api_key: str, case_input: OcrSdkInputBase) -> None:
+        self.calls.put({"api_base": api_base, "api_key": api_key, **case_input.as_sdk_kwargs()})
+
+
+_UNUSED_OCR_CLIENT: Final = _UnusedOcrClient()
+_MISTRAL_PARAMS: Final = frozenset(
+    {
+        "pages",
+        "include_image_base64",
+        "image_limit",
+        "image_min_size",
+        "bbox_annotation_format",
+        "document_annotation_format",
+        "document_annotation_prompt",
+        "extract_header",
+        "extract_footer",
+        "table_format",
+        "confidence_scores_granularity",
+        "include_blocks",
+    }
+)
+_MISTRAL_2512_PARAMS: Final = _MISTRAL_PARAMS - {"include_blocks"}
+_MISTRAL_2505_PARAMS: Final = _MISTRAL_2512_PARAMS - {"extract_header", "extract_footer", "table_format"}
+_AZURE_MISTRAL_PARAMS: Final = _MISTRAL_2505_PARAMS - {"document_annotation_prompt"}
+_FIND_SETTINGS: Final = settings(max_examples=2_000, deadline=None, derandomize=True, database=None)
+_INLINE_IMAGE_DATA_URI: Final = "data:image/png;base64,dGVzdA=="
+
+
+def discover_targets(environ: Mapping[str, str], client: OcrFixtureClient) -> tuple[OcrRecordingTarget, ...]:
+    return discover_targets_with_media(environ, client, _INLINE_IMAGE_DATA_URI)
+
+
+def _model(case_input: OcrSdkInputBase) -> str:
+    model: Final = case_input.canonical_input().get("model")
+    assert isinstance(model, str)
+    return model
+
+
+def _find_input(
+    strategy: SearchStrategy[OcrSdkInputBase],
+    predicate: Callable[[OcrSdkInputBase], bool],
+) -> OcrSdkInputBase:
+    return find(strategy, predicate, settings=_FIND_SETTINGS)
+
+
+def _document_transport(case_input: OcrSdkInputBase) -> tuple[str, str]:
+    document: Final = cast(dict[str, object], case_input.canonical_input()["document"])
+    document_type: Final = cast(str, document["type"])
+    source: Final = document["image_url"] if document_type == "image_url" else document["document_url"]
+    assert isinstance(source, str)
+    return document_type, "data" if source.startswith("data:") else "remote"
+
+
+def test_parse_args_has_no_model_selection() -> None:
+    assert parse_recording_args([]).concurrency == 2
+    args: Final = parse_recording_args(["--examples", "2", "--concurrency", "3", "--fixture-dir", "/tmp/ocr"])
+
+    assert args.examples == 2
+    assert args.concurrency == 3
+    assert args.fixture_dir == Path("/tmp/ocr")
+    with pytest.raises(SystemExit):
+        parse_recording_args(["--model", "mistral/mistral-ocr-latest"])
+
+
+@pytest.mark.parametrize(
+    "environ",
+    (
+        {},
+        {"MISTRAL_API_KEY": ""},
+        {"LITELLM_API_KEY": "generic-key"},
+    ),
+)
+def test_discovery_requires_provider_specific_key(environ: dict[str, str]) -> None:
+    assert discover_targets(environ, _UNUSED_OCR_CLIENT) == ()
+
+
+def test_no_discovered_targets_has_actionable_error() -> None:
+    with pytest.raises(SystemExit, match="supported provider API key"):
+        require_targets(())
+
+
+def test_discovery_is_explicit_per_available_provider_boundary() -> None:
+    targets: Final = discover_targets(
+        {
+            "MISTRAL_API_KEY": "mistral-secret",
+            "REDUCTO_API_KEY": "reducto-secret",
+            "AZURE_AI_API_KEY": "azure-secret",
+            "AZURE_AI_API_BASE": "https://azure.example",
+            "AZURE_DOCUMENT_INTELLIGENCE_API_KEY": "document-secret",
+            "AZURE_DOCUMENT_INTELLIGENCE_ENDPOINT": "https://document.example",
+            "VERTEX_AI_API_KEY": "vertex-secret",
+            "VERTEXAI_PROJECT": "project-1",
+        },
+        _UNUSED_OCR_CLIENT,
+    )
+
+    assert tuple(target.name for target in targets) == (
+        "mistral-ocr",
+        "azure-mistral",
+        "azure-document-intelligence",
+        "vertex-mistral",
+        "vertex-deepseek",
+        "reducto-v3",
+        "reducto-legacy",
+    )
+    assert all("secret" not in repr(target) for target in targets)
+
+
+def test_azure_mistral_discovery_enumerates_registered_models() -> None:
+    environ: Final = {
+        "AZURE_AI_API_KEY": "azure-secret",
+        "AZURE_AI_API_BASE": "https://azure.example",
+    }
+    target: Final = discover_targets(environ, _UNUSED_OCR_CLIENT)[0]
+
+    for model in AZURE_MISTRAL_MODELS:
+        assert (
+            _model(
+                _find_input(
+                    target.strategy,
+                    lambda case_input, expected_model=model: _model(case_input) == expected_model,
+                )
+            )
+            == model
+        )
+
+
+@pytest.mark.parametrize(
+    ("configured", "expected"),
+    (
+        (None, "https://api.mistral.ai"),
+        ("https://mistral.example/v1", "https://mistral.example"),
+        ("https://mistral.example/", "https://mistral.example"),
+    ),
+)
+def test_mistral_target_uses_canonical_model_and_normalized_base(
+    configured: str | None,
+    expected: str,
+) -> None:
+    environ: Final = {
+        "MISTRAL_API_KEY": "mistral-secret",
+        **({"MISTRAL_API_BASE": configured} if configured is not None else {}),
+    }
+    targets: Final = discover_targets(environ, _UNUSED_OCR_CLIENT)
+
+    assert len(targets) == 1
+    target: Final = targets[0]
+    assert target.name == "mistral-ocr"
+    assert target.upstream.base_url == expected
+    assert "mistral-secret" not in repr(target)
+    case_inputs: Final = generate_case_inputs(target.strategy, examples=1)
+    assert len(case_inputs) == 1
+    assert case_inputs[0].canonical_input()["model"] in MISTRAL_MODELS
+
+
+def test_mistral_target_invocation_forwards_discovered_credentials() -> None:
+    calls: Final[queue.SimpleQueue[dict[str, object]]] = queue.SimpleQueue()
+
+    client: Final = _RecordingOcrClient(calls)
+    target: Final = discover_targets({"MISTRAL_API_KEY": "mistral-secret"}, client)[0]
+    case_input: Final = generate_case_inputs(target.strategy, examples=1)[0]
+
+    target.invocation.execute("http://127.0.0.1:1234", case_input)
+
+    kwargs: Final = calls.get_nowait()
+    assert kwargs["api_base"] == "http://127.0.0.1:1234"
+    assert kwargs["api_key"] == "mistral-secret"
+    assert kwargs["model"] in MISTRAL_MODELS
+
+
+def test_every_target_strategy_reaches_every_recording_model_and_coverage_param() -> None:
+    targets: Final = discover_targets(
+        {
+            "MISTRAL_API_KEY": "mistral-secret",
+            "REDUCTO_API_KEY": "reducto-secret",
+            "AZURE_AI_API_KEY": "azure-secret",
+            "AZURE_AI_API_BASE": "https://azure.example",
+            "AZURE_DOCUMENT_INTELLIGENCE_API_KEY": "document-secret",
+            "AZURE_DOCUMENT_INTELLIGENCE_ENDPOINT": "https://document.example",
+            "VERTEX_AI_API_KEY": "vertex-secret",
+            "VERTEXAI_PROJECT": "project-1",
+        },
+        _UNUSED_OCR_CLIENT,
+    )
+    expected: Final[dict[str, tuple[tuple[str, ...], frozenset[str]]]] = {
+        "mistral-ocr": (MISTRAL_MODELS, _MISTRAL_PARAMS),
+        "azure-mistral": (AZURE_MISTRAL_MODELS, _AZURE_MISTRAL_PARAMS),
+        "azure-document-intelligence": (
+            AZURE_DOCUMENT_INTELLIGENCE_RECORDING_MODELS,
+            frozenset({"pages", "features", "req_format"}),
+        ),
+        "vertex-mistral": (VERTEX_MISTRAL_MODELS, _MISTRAL_2505_PARAMS),
+        "vertex-deepseek": (VERTEX_DEEPSEEK_MODELS, frozenset[str]()),
+        "reducto-v3": (REDUCTO_V3_MODELS, frozenset({"formatting", "retrieval", "settings"})),
+        "reducto-legacy": (REDUCTO_LEGACY_MODELS, frozenset[str]()),
+    }
+
+    for target in targets:
+        expected_models, expected_params = expected[target.name]
+        for model in expected_models:
+            assert (
+                _model(
+                    _find_input(
+                        target.strategy,
+                        lambda case_input, expected_model=model: _model(case_input) == expected_model,
+                    )
+                )
+                == model
+            )
+        for param in expected_params:
+            reached = _find_input(
+                target.strategy,
+                lambda case_input, expected_param=param: expected_param in case_input.as_sdk_kwargs(),
+            )
+            assert param in reached.as_sdk_kwargs()
+            document = cast(dict[str, object], reached.canonical_input()["document"])
+            assert document == {"type": "document_url", "document_url": structured_pdf_data_uri()}
+
+
+@pytest.mark.parametrize("target_name", ("mistral-ocr", "azure-mistral", "vertex-mistral"))
+def test_mistral_recording_targets_reach_every_transport_branch(target_name: str) -> None:
+    targets: Final = discover_targets(
+        {
+            "MISTRAL_API_KEY": "mistral-secret",
+            "AZURE_AI_API_KEY": "azure-secret",
+            "AZURE_AI_API_BASE": "https://azure.example",
+            "VERTEX_AI_API_KEY": "vertex-secret",
+            "VERTEXAI_PROJECT": "project-1",
+        },
+        _UNUSED_OCR_CLIENT,
+    )
+    target: Final = next(candidate for candidate in targets if candidate.name == target_name)
+
+    for transport in (
+        ("image_url", "remote"),
+        ("image_url", "data"),
+        ("document_url", "remote"),
+        ("document_url", "data"),
+    ):
+        reached = _find_input(
+            target.strategy,
+            lambda case_input, expected=transport: _document_transport(case_input) == expected,
+        )
+        assert _document_transport(reached) == transport
+
+
+def test_vertex_deepseek_recording_reaches_documented_image_branch() -> None:
+    targets: Final = discover_targets(
+        {
+            "VERTEX_AI_API_KEY": "vertex-secret",
+            "VERTEXAI_PROJECT": "project-1",
+        },
+        _UNUSED_OCR_CLIENT,
+    )
+    target: Final = next(candidate for candidate in targets if candidate.name == "vertex-deepseek")
+    case_input: Final = _find_input(
+        target.strategy,
+        lambda candidate: _document_transport(candidate) == ("image_url", "data"),
+    )
+
+    assert _document_transport(case_input) == ("image_url", "data")
+
+
+def test_only_intentional_provider_failures_are_fixed_inputs() -> None:
+    targets: Final = discover_targets(
+        {
+            "MISTRAL_API_KEY": "mistral-secret",
+            "REDUCTO_API_KEY": "reducto-secret",
+            "AZURE_AI_API_KEY": "azure-secret",
+            "AZURE_AI_API_BASE": "https://azure.example",
+            "AZURE_DOCUMENT_INTELLIGENCE_API_KEY": "document-secret",
+            "AZURE_DOCUMENT_INTELLIGENCE_ENDPOINT": "https://document.example",
+            "VERTEX_AI_API_KEY": "vertex-secret",
+            "VERTEXAI_PROJECT": "project-1",
+        },
+        _UNUSED_OCR_CLIENT,
+    )
+
+    expected: Final[dict[str, tuple[OcrSdkInputBase, ...]]] = {
+        "mistral-ocr": MISTRAL_PROVIDER_REJECTED_INPUTS,
+        "azure-mistral": AZURE_MISTRAL_PROVIDER_REJECTED_INPUTS,
+        "azure-document-intelligence": AZURE_DOCUMENT_INTELLIGENCE_PROVIDER_REJECTED_INPUTS,
+        "vertex-mistral": vertex_mistral_provider_rejected_inputs("project-1", "us-central1", _INLINE_IMAGE_DATA_URI),
+        "vertex-deepseek": vertex_deepseek_provider_rejected_inputs("project-1", "global", _INLINE_IMAGE_DATA_URI),
+        "reducto-v3": REDUCTO_V3_PROVIDER_REJECTED_INPUTS,
+        "reducto-legacy": REDUCTO_LEGACY_PROVIDER_REJECTED_INPUTS,
+    }
+
+    assert {target.name for target in targets} == expected.keys()
+    for target in targets:
+        assert target.required_inputs == expected[target.name]
+        generated: Final = generate_case_inputs(target.strategy, examples=20)
+        assert all(case_input not in target.required_inputs for case_input in generated)
+
+
+def test_mistral_adapters_preserve_omitted_optional_params() -> None:
+    targets: Final = discover_targets(
+        {
+            "AZURE_AI_API_KEY": "azure-secret",
+            "AZURE_AI_API_BASE": "https://azure.example",
+            "VERTEX_AI_API_KEY": "vertex-secret",
+            "VERTEXAI_PROJECT": "project-1",
+        },
+        _UNUSED_OCR_CLIENT,
+    )
+
+    baselines: Final = tuple(
+        _find_input(
+            target.strategy,
+            lambda case_input: _MISTRAL_PARAMS.isdisjoint(case_input.as_sdk_kwargs()),
+        )
+        for target in targets
+    )
+    assert all(_MISTRAL_PARAMS.isdisjoint(baseline.as_sdk_kwargs()) for baseline in baselines)
+
+
+def test_recording_environment_uses_gcloud_project_and_oauth_token() -> None:
+    commands: Final[queue.SimpleQueue[tuple[str, ...]]] = queue.SimpleQueue()
+
+    def read_command(arguments: tuple[str, ...]) -> str:
+        commands.put(arguments)
+        return "project-1" if arguments == ("config", "get-value", "project") else "oauth-token"
+
+    environ: Final = recording_environment({"VERTEXT_API_KEY": "express-key"}, read_command)
+    calls: Final[queue.SimpleQueue[dict[str, object]]] = queue.SimpleQueue()
+    targets: Final = discover_targets(environ, _RecordingOcrClient(calls))
+    assert commands.get_nowait() == ("config", "get-value", "project")
+    assert commands.get_nowait() == ("auth", "print-access-token")
+    assert commands.empty()
+    assert tuple(target.name for target in targets) == ("vertex-mistral", "vertex-deepseek")
+    for target in targets:
+        target.invocation.execute("http://localhost:1234", generate_case_inputs(target.strategy, 1)[0])
+        kwargs: Final = calls.get_nowait()
+        assert kwargs["api_key"] == "oauth-token"
+        assert kwargs["vertex_project"] == "project-1"
+        if target.name == "vertex-deepseek":
+            assert kwargs["vertex_location"] == "global"
+            assert target.upstream.base_url == "https://aiplatform.googleapis.com"
+
+
+def test_explicit_vertex_credentials_do_not_invoke_gcloud() -> None:
+    def unexpected_command(arguments: tuple[str, ...]) -> str:
+        raise AssertionError(f"Unexpected gcloud call: {arguments}")
+
+    environ: Final = recording_environment(
+        {"VERTEX_PROJECT": "configured-project", "VERTEX_AI_ACCESS_TOKEN": "configured-token"}, unexpected_command
+    )
+    assert environ["VERTEXAI_PROJECT"] == "configured-project"
+    assert environ["VERTEX_AI_API_KEY"] == "configured-token"
+
+
+def test_vertex_oauth_failure_is_actionable_without_exposing_credentials() -> None:
+    with pytest.raises(SystemExit, match="gcloud auth login"):
+        recording_environment({"VERTEXAI_PROJECT": "project-1", "VERTEXT_API_KEY": "express-key"}, lambda _: "")
+    assert recording_environment({}, lambda _: "") == {}
+
+
+def test_azure_aliases_select_configured_deployment_and_document_intelligence() -> None:
+    targets: Final = discover_targets(
+        {
+            "AZURE_KEY": "azure-secret",
+            "AZURE_ENDPOINT": "https://azure.example",
+            "AZURE_DEPLOYMENT_NAME": "mistral-ocr-4-0",
+        },
+        _UNUSED_OCR_CLIENT,
+    )
+    assert tuple(target.name for target in targets) == ("azure-mistral", "azure-document-intelligence")
+    assert all(target.upstream.base_url == "https://azure.example" for target in targets)
+    assert all(
+        _model(case_input) == "azure_ai/mistral-ocr-4-0" for case_input in generate_case_inputs(targets[0].strategy, 20)
+    )
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/test_sdk_parity.py b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/test_sdk_parity.py
new file mode 100644
index 00000000000..bedbdeb6a13
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/test_sdk_parity.py
@@ -0,0 +1,456 @@
+from __future__ import annotations
+
+import asyncio
+import sys
+import traceback
+from collections.abc import Awaitable, Callable, Coroutine, Generator
+from contextlib import contextmanager
+from dataclasses import dataclass
+from enum import Enum
+from pathlib import Path
+from typing import Final, cast
+
+import pytest
+
+from litellm.llms.base_llm.ocr.transformation import OCRResponse
+from litellm.rust_bridge import get_native_bridge
+from litellm.rust_bridge import ocr as rust_ocr_bridge
+from litellm.rust_bridge.ocr import RustAocr, RustOcr
+from .....shared.parity.compare import assert_model_parity, assert_parity, assert_request_parity
+from .....shared.parity.fixtures.store import recorded_fixtures
+from .....shared.parity.inprocess import run_in_process
+from .....shared.parity.models import (
+    SDKCommand,
+    SDKError,
+    SDKReport,
+    SDKSuccess,
+    WorkerFailure,
+    WorkerResult,
+    WorkerSuccess,
+    sdk_error_report,
+)
+from .....shared.parity.replay import replay_server
+from .....shared.parity.runner import (
+    ExecutionVariant,
+    SubprocessRunner,
+    SubprocessWorker,
+    execution_worker_pair,
+    parity_worker_main,
+    run_execution,
+)
+from .fixtures.config import configured_fixture_directory
+from .fixtures.models import OcrParityCase, OcrSdkInput
+
+API_KEY: Final = "test-key"
+PYTHON_HTTP_SENTINEL: Final = "python-ocr-parity-fallback"
+PYTHON_VARIANT: Final = ExecutionVariant(name="Python", environment=(("LITELLM_USE_RUST_OCR", "0"),))
+RUST_VARIANT: Final = ExecutionVariant(name="Rust", environment=(("LITELLM_USE_RUST_OCR", "1"),))
+
+
+class SDKRoute(str, Enum):
+    OCR = "ocr"
+    AOCR = "aocr"
+
+
+@dataclass(frozen=True, slots=True)
+class InvalidOcrCase:
+    name: str
+    model: str
+    document: object
+    expected_exception_type: str
+    expected_status_code: int
+    expected_message: str
+    extra_kwargs: tuple[tuple[str, object], ...] = ()
+    expected_rust_calls: int = 0
+
+
+INVALID_OCR_CASES: Final = (
+    InvalidOcrCase(
+        name="unsupported_provider",
+        model="openai/gpt-4o",
+        document={"type": "document_url", "document_url": "data:application/pdf;base64,AA=="},
+        expected_exception_type="litellm.exceptions.APIConnectionError",
+        expected_status_code=500,
+        expected_message="OCR is not supported for provider: openai",
+    ),
+    InvalidOcrCase(
+        name="unsupported_reducto_model",
+        model="reducto/parse-v4",
+        document={"type": "document_url", "document_url": "data:application/pdf;base64,AA=="},
+        expected_exception_type="litellm.exceptions.APIConnectionError",
+        expected_status_code=500,
+        expected_message="OCR is not supported for provider: reducto",
+    ),
+    InvalidOcrCase(
+        name="unknown_provider_prefix",
+        model="not_a_provider/model",
+        document={"type": "document_url", "document_url": "data:application/pdf;base64,AA=="},
+        expected_exception_type="litellm.exceptions.BadRequestError",
+        expected_status_code=400,
+        expected_message="LLM Provider NOT provided",
+    ),
+    InvalidOcrCase(
+        name="non_object_document",
+        model="mistral/mistral-ocr-latest",
+        document=[],
+        expected_exception_type="litellm.exceptions.APIConnectionError",
+        expected_status_code=500,
+        expected_message="document must be a dict",
+    ),
+    InvalidOcrCase(
+        name="missing_document_type",
+        model="mistral/mistral-ocr-latest",
+        document={},
+        expected_exception_type="litellm.exceptions.APIConnectionError",
+        expected_status_code=500,
+        expected_message="Invalid document type: None",
+    ),
+    InvalidOcrCase(
+        name="unsupported_document_type",
+        model="mistral/mistral-ocr-latest",
+        document={"type": "text", "text": "not a document"},
+        expected_exception_type="litellm.exceptions.APIConnectionError",
+        expected_status_code=500,
+        expected_message="Invalid document type: text",
+    ),
+    InvalidOcrCase(
+        name="missing_document_url",
+        model="azure_ai/doc-intelligence/prebuilt-read",
+        document={"type": "document_url"},
+        expected_exception_type="litellm.exceptions.APIConnectionError",
+        expected_status_code=500,
+        expected_message="Document URL is required",
+        expected_rust_calls=1,
+    ),
+    InvalidOcrCase(
+        name="missing_image_url",
+        model="azure_ai/doc-intelligence/prebuilt-read",
+        document={"type": "image_url"},
+        expected_exception_type="litellm.exceptions.APIConnectionError",
+        expected_status_code=500,
+        expected_message="Document URL is required",
+        expected_rust_calls=1,
+    ),
+    InvalidOcrCase(
+        name="invalid_request_format",
+        model="mistral/mistral-ocr-latest",
+        document={"type": "document_url", "document_url": "data:application/pdf;base64,AA=="},
+        expected_exception_type="litellm.exceptions.UnsupportedParamsError",
+        expected_status_code=400,
+        expected_message="Invalid `req_format`: 'bogus'",
+        extra_kwargs=(("req_format", "bogus"),),
+    ),
+    InvalidOcrCase(
+        name="invalid_document_intelligence_pages",
+        model="azure_ai/doc-intelligence/prebuilt-read",
+        document={"type": "document_url", "document_url": "data:application/pdf;base64,AA=="},
+        expected_exception_type="litellm.exceptions.APIConnectionError",
+        expected_status_code=500,
+        expected_message="`pages` integers must be >= 0",
+        extra_kwargs=(("pages", [-1]),),
+    ),
+    InvalidOcrCase(
+        name="invalid_document_intelligence_features",
+        model="azure_ai/doc-intelligence/prebuilt-read",
+        document={"type": "document_url", "document_url": "data:application/pdf;base64,AA=="},
+        expected_exception_type="litellm.exceptions.APIConnectionError",
+        expected_status_code=500,
+        expected_message="Invalid `features` for Azure Document Intelligence",
+        extra_kwargs=(("features", [1]),),
+    ),
+)
+
+
+def _call_kwargs(sdk_input: OcrSdkInput, mock_url: str, route: SDKRoute) -> dict[str, object]:
+    return {
+        **sdk_input.as_sdk_kwargs(),
+        "api_base": mock_url,
+        "api_key": API_KEY,
+        "extra_headers": {"x-litellm-parity-route": route.value},
+    }
+
+
+def _execute_sdk_call(
+    call_kwargs: dict[str, object],
+    route: SDKRoute,
+    event_loop: asyncio.AbstractEventLoop,
+) -> SDKReport:
+    import litellm
+
+    try:
+        if route is SDKRoute.OCR:
+            sync_route: Final = cast(Callable[..., OCRResponse], litellm.ocr)
+            response: Final = sync_route(**call_kwargs)
+            return SDKSuccess(response=response.model_dump(mode="json"))
+        async_route: Final = cast(Callable[..., Coroutine[object, object, OCRResponse]], litellm.aocr)
+        async_response: Final = event_loop.run_until_complete(async_route(**call_kwargs))
+        return SDKSuccess(response=async_response.model_dump(mode="json"))
+    except Exception as error:
+        return sdk_error_report(error)
+
+
+def _execute_sdk_case(
+    sdk_input: OcrSdkInput,
+    route: SDKRoute,
+    mock_url: str,
+    event_loop: asyncio.AbstractEventLoop,
+) -> SDKReport:
+    call_kwargs: Final = _call_kwargs(sdk_input, mock_url, route)
+    return _execute_sdk_call(call_kwargs, route, event_loop)
+
+
+def _execute_recorded_sdk_case(
+    sdk_input: OcrSdkInput,
+    route: SDKRoute,
+    mock_url: str,
+    event_loop: asyncio.AbstractEventLoop,
+) -> OCRResponse | SDKError:
+    import litellm
+
+    call_kwargs: Final = _call_kwargs(sdk_input, mock_url, route)
+    try:
+        if route is SDKRoute.OCR:
+            sync_route: Final = cast(Callable[..., OCRResponse], litellm.ocr)
+            return sync_route(**call_kwargs)
+        async_route: Final = cast(Callable[..., Coroutine[object, object, OCRResponse]], litellm.aocr)
+        return event_loop.run_until_complete(async_route(**call_kwargs))
+    except Exception as error:
+        return sdk_error_report(error)
+
+
+def _execute_invalid_sdk_case(
+    case: InvalidOcrCase,
+    route: SDKRoute,
+    mock_url: str,
+    event_loop: asyncio.AbstractEventLoop,
+) -> SDKReport:
+    call_kwargs: Final = {
+        "model": case.model,
+        "document": case.document,
+        "api_base": mock_url,
+        "api_key": API_KEY,
+        "extra_headers": {"x-litellm-parity-route": route.value},
+        **dict(case.extra_kwargs),
+    }
+    return _execute_sdk_call(call_kwargs, route, event_loop)
+
+
+class _RustOcrSpy:
+    def __init__(self, delegate: RustOcr) -> None:
+        self.delegate: Final = delegate
+        self.calls = 0
+
+    def __call__(
+        self,
+        model: str,
+        document: dict[str, object],
+        api_key: str | None,
+        api_base: str | None,
+        custom_llm_provider: str | None,
+        extra_headers: dict[str, object] | None,
+        optional_params: dict[str, object],
+        timeout_seconds: float | None,
+    ) -> dict[str, object]:
+        self.calls += 1
+        return self.delegate(
+            model=model,
+            document=document,
+            api_key=api_key,
+            api_base=api_base,
+            custom_llm_provider=custom_llm_provider,
+            extra_headers=extra_headers,
+            optional_params=optional_params,
+            timeout_seconds=timeout_seconds,
+        )
+
+
+class _RustAocrSpy:
+    def __init__(self, delegate: RustAocr) -> None:
+        self.delegate: Final = delegate
+        self.calls = 0
+
+    async def __call__(
+        self,
+        model: str,
+        document: dict[str, object],
+        api_key: str | None,
+        api_base: str | None,
+        custom_llm_provider: str | None,
+        extra_headers: dict[str, object] | None,
+        optional_params: dict[str, object],
+        timeout_seconds: float | None,
+    ) -> dict[str, object]:
+        self.calls += 1
+        result: Final[Awaitable[dict[str, object]]] = self.delegate(
+            model=model,
+            document=document,
+            api_key=api_key,
+            api_base=api_base,
+            custom_llm_provider=custom_llm_provider,
+            extra_headers=extra_headers,
+            optional_params=optional_params,
+            timeout_seconds=timeout_seconds,
+        )
+        return await result
+
+
+@contextmanager
+def _restore_rust_ocr_state() -> Generator[None]:
+    enabled: Final = rust_ocr_bridge.rust_ocr_enabled()
+    ocr_impl: Final = rust_ocr_bridge._rust_ocr_impl  # pyright: ignore[reportPrivateUsage]  # preserve injected test binding
+    aocr_impl: Final = rust_ocr_bridge._rust_aocr_impl  # pyright: ignore[reportPrivateUsage]  # preserve injected test binding
+    try:
+        yield
+    finally:
+        rust_ocr_bridge.use_litellm_rust(enabled, ocr=ocr_impl, aocr=aocr_impl)
+
+
+def _native_spies() -> tuple[_RustOcrSpy, _RustAocrSpy]:
+    native_bridge: Final = get_native_bridge()
+    if native_bridge is None:
+        pytest.fail("native Rust bridge is required for OCR parity testing")
+    sync_spy: Final = _RustOcrSpy(cast(RustOcr, getattr(native_bridge, "ocr")))
+    async_spy: Final = _RustAocrSpy(cast(RustAocr, getattr(native_bridge, "aocr")))
+    return sync_spy, async_spy
+
+
+@pytest.fixture(scope="module")
+def sdk_workers() -> Generator[tuple[SubprocessWorker, SubprocessWorker]]:
+    runner: Final = SubprocessRunner(
+        entrypoint=Path(__file__),
+        baseline_user_agent=PYTHON_HTTP_SENTINEL,
+        route_label="OCR",
+    )
+    with execution_worker_pair(runner, PYTHON_VARIANT, RUST_VARIANT) as workers:
+        yield workers
+
+
+@pytest.fixture(scope="module")
+def startup_ocr_fixture() -> OcrParityCase:
+    directory: Final = configured_fixture_directory()
+    fixtures: Final = recorded_fixtures(directory, OcrParityCase)
+    if not fixtures:
+        pytest.skip(f"no recorded fixtures in {directory}")
+    return fixtures[0]
+
+
+@pytest.mark.parametrize("route", tuple(SDKRoute), ids=tuple(route.value for route in SDKRoute))
+def test_recorded_ocr_sdk_parity(
+    ocr_fixture: OcrParityCase,
+    route: SDKRoute,
+) -> None:
+    sync_spy, async_spy = _native_spies()
+    event_loop: Final = asyncio.new_event_loop()
+    try:
+        with _restore_rust_ocr_state(), replay_server() as provider:
+            rust_ocr_bridge.use_litellm_rust(False, ocr=sync_spy, aocr=async_spy)
+            rust_ocr_bridge.use_litellm_rust(False)
+            python: Final = run_in_process(
+                provider,
+                ocr_fixture.provider_responses,
+                lambda mock_url: _execute_recorded_sdk_case(ocr_fixture.litellm_input, route, mock_url, event_loop),
+            )
+            assert sync_spy.calls == 0
+            assert async_spy.calls == 0
+
+            rust_ocr_bridge.use_litellm_rust(True)
+            rust: Final = run_in_process(
+                provider,
+                ocr_fixture.provider_responses,
+                lambda mock_url: _execute_recorded_sdk_case(ocr_fixture.litellm_input, route, mock_url, event_loop),
+            )
+    finally:
+        event_loop.close()
+
+    assert sync_spy.calls == (1 if route is SDKRoute.OCR else 0)
+    assert async_spy.calls == (1 if route is SDKRoute.AOCR else 0)
+    assert_request_parity(python.requests, rust.requests)
+    if any(response.status_code >= 400 for response in ocr_fixture.provider_responses):
+        assert isinstance(python.response, SDKError)
+    if isinstance(python.response, SDKError):
+        assert python.response == rust.response
+    else:
+        assert isinstance(rust.response, OCRResponse)
+        assert_model_parity(python.response, rust.response)
+
+
+@pytest.mark.parametrize("case", INVALID_OCR_CASES, ids=tuple(case.name for case in INVALID_OCR_CASES))
+@pytest.mark.parametrize("route", tuple(SDKRoute), ids=tuple(route.value for route in SDKRoute))
+def test_invalid_ocr_sdk_parity(case: InvalidOcrCase, route: SDKRoute) -> None:
+    sync_spy, async_spy = _native_spies()
+    event_loop: Final = asyncio.new_event_loop()
+    try:
+        with _restore_rust_ocr_state(), replay_server() as provider:
+            rust_ocr_bridge.use_litellm_rust(False, ocr=sync_spy, aocr=async_spy)
+            rust_ocr_bridge.use_litellm_rust(False)
+            python: Final = run_in_process(
+                provider,
+                (),
+                lambda mock_url: _execute_invalid_sdk_case(case, route, mock_url, event_loop),
+            )
+            assert sync_spy.calls == 0
+            assert async_spy.calls == 0
+
+            rust_ocr_bridge.use_litellm_rust(True)
+            rust: Final = run_in_process(
+                provider,
+                (),
+                lambda mock_url: _execute_invalid_sdk_case(case, route, mock_url, event_loop),
+            )
+    finally:
+        event_loop.close()
+
+    assert sync_spy.calls == (case.expected_rust_calls if route is SDKRoute.OCR else 0)
+    assert async_spy.calls == (case.expected_rust_calls if route is SDKRoute.AOCR else 0)
+    assert python.requests == ()
+    assert rust.requests == ()
+    assert python.response == rust.response
+    assert isinstance(python.response, SDKError)
+    assert python.response.exception_type == case.expected_exception_type
+    assert python.response.status_code == case.expected_status_code
+    assert case.expected_message in python.response.message
+
+
+def test_ocr_subprocess_startup_smoke(
+    startup_ocr_fixture: OcrParityCase,
+    tmp_path: Path,
+    sdk_workers: tuple[SubprocessWorker, SubprocessWorker],
+) -> None:
+    case_file: Final = tmp_path / "ocr-startup-smoke.json"
+    case_file.write_text(startup_ocr_fixture.model_dump_json(indent=2, exclude_unset=True), encoding="utf-8")
+    python_worker, rust_worker = sdk_workers
+    python: Final = run_execution(
+        python_worker,
+        case_file,
+        SDKRoute.OCR.value,
+        startup_ocr_fixture.provider_responses,
+    )
+    rust: Final = run_execution(
+        rust_worker,
+        case_file,
+        SDKRoute.OCR.value,
+        startup_ocr_fixture.provider_responses,
+    )
+
+    assert_parity(python, rust, PYTHON_HTTP_SENTINEL)
+
+
+def _execute_worker_command(
+    command_json: str,
+    mock_url: str,
+    event_loop: asyncio.AbstractEventLoop,
+) -> WorkerResult:
+    try:
+        command: Final = SDKCommand.model_validate_json(command_json)
+        case_file: Final = Path(command.case_file)
+        route: Final = SDKRoute(command.route)
+        case: Final = OcrParityCase.model_validate_json(case_file.read_text(encoding="utf-8"))
+        return WorkerSuccess(report=_execute_sdk_case(case.litellm_input, route, mock_url, event_loop))
+    except Exception:
+        return WorkerFailure(error=traceback.format_exc())
+
+
+if __name__ == "__main__":
+    if len(sys.argv) != 3 or sys.argv[1] != "--parity-worker":
+        raise SystemExit("usage: test_sdk_parity.py --parity-worker MOCK_URL")
+    parity_worker_main(_execute_worker_command, sys.argv[2])
diff --git a/tests/rust-python-harness/strategies/e2e_parity/sdk/responses/__init__.py b/tests/rust-python-harness/strategies/e2e_parity/sdk/responses/__init__.py
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/tests/rust-python-harness/strategies/e2e_parity/strategy.json b/tests/rust-python-harness/strategies/e2e_parity/strategy.json
new file mode 100644
index 00000000000..d791b9373aa
--- /dev/null
+++ b/tests/rust-python-harness/strategies/e2e_parity/strategy.json
@@ -0,0 +1,50 @@
+{
+  "order": 10,
+  "id": "e2e_parity",
+  "label": "End-to-end parity",
+  "description": "Compare observable Python and Rust SDK behavior over generated and recorded inputs.",
+  "functions": {
+    "ocr": {
+      "coverage": "partial",
+      "selectors": [
+        "tests/rust-python-harness/strategies/e2e_parity/sdk/ocr/test_sdk_parity.py",
+        "tests/test_litellm/ocr/test_rust_bridge.py"
+      ],
+      "note": "Recorded sync/async SDK parity; invalid-model provider errors differ, and Reducto lacks a Rust contract."
+    },
+    "messages": {
+      "coverage": "partial",
+      "selectors": [
+        "tests/test_litellm/anthropic_interface/test_rust_bridge_messages.py"
+      ],
+      "note": "Bridge coverage exists; frozen-oracle fuzz parity is still being added."
+    },
+    "responses": {
+      "coverage": "partial",
+      "selectors": [
+        "tests/test_litellm/responses/test_rust_bridge_websocket.py"
+      ],
+      "note": "Covers the websocket bridge; full responses parity is still being added."
+    },
+    "count_tokens": {
+      "coverage": "planned",
+      "selectors": [],
+      "note": "No Rust count_tokens parity test is present yet."
+    },
+    "chat_completions": {
+      "coverage": "partial",
+      "selectors": [
+        "tests/test_litellm/rust_bridge/test_chat_completions.py"
+      ],
+      "note": "Bridge coverage exists; frozen-oracle fuzz parity is still being added."
+    },
+    "transcription": {
+      "coverage": "partial",
+      "selectors": [
+        "tests/test_litellm/test_audio_transcription_rust_bridge.py"
+      ],
+      "note": "Bridge coverage exists; frozen-oracle fuzz parity is still being added."
+    }
+  },
+  "gateway": {}
+}
diff --git a/tests/rust-python-harness/strategies/existing_e2e_test_sdk/README.md b/tests/rust-python-harness/strategies/existing_e2e_test_sdk/README.md
new file mode 100644
index 00000000000..fb84f170703
--- /dev/null
+++ b/tests/rust-python-harness/strategies/existing_e2e_test_sdk/README.md
@@ -0,0 +1,3 @@
+# Existing e2e SDK tests
+
+Wires already-existing live-API SDK tests into the matrix instead of writing new parity tests. Selectors point at real test files and folders, such as `tests/ocr_tests/`, rather than individual node IDs, so future tests added to those folders are picked up automatically.
diff --git a/tests/rust-python-harness/strategies/existing_e2e_test_sdk/__init__.py b/tests/rust-python-harness/strategies/existing_e2e_test_sdk/__init__.py
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/tests/rust-python-harness/strategies/existing_e2e_test_sdk/runner.py b/tests/rust-python-harness/strategies/existing_e2e_test_sdk/runner.py
new file mode 100644
index 00000000000..f5ea17735fc
--- /dev/null
+++ b/tests/rust-python-harness/strategies/existing_e2e_test_sdk/runner.py
@@ -0,0 +1,26 @@
+from __future__ import annotations
+
+from collections.abc import Sequence
+from pathlib import Path
+
+from ...shared.reporting.models import HarnessCase, HarnessRun
+from ...shared.reporting.pytest_runner import UpdateCallback, run_pytest
+
+
+def run(
+    cases: Sequence[HarnessCase],
+    repo_root: Path,
+    on_update: UpdateCallback,
+    pytest_args: Sequence[str] = (),
+) -> tuple[int, HarnessRun]:
+    return run_pytest(cases, repo_root, on_update, pytest_args)
+
+
+def main(argv: Sequence[str] | None = None) -> int:
+    from ...cli import main as harness_main
+
+    return harness_main(argv, strategy_id="existing_e2e_test_sdk")
+
+
+if __name__ == "__main__":
+    raise SystemExit(main())
diff --git a/tests/rust-python-harness/strategies/existing_e2e_test_sdk/strategy.json b/tests/rust-python-harness/strategies/existing_e2e_test_sdk/strategy.json
new file mode 100644
index 00000000000..eefceea1a75
--- /dev/null
+++ b/tests/rust-python-harness/strategies/existing_e2e_test_sdk/strategy.json
@@ -0,0 +1,14 @@
+{
+  "order": 40,
+  "id": "existing_e2e_test_sdk",
+  "label": "Existing e2e SDK tests",
+  "description": "Wire already-existing live-API SDK tests into the matrix instead of writing new parity tests.",
+  "functions": {
+    "ocr": {"coverage": "partial", "selectors": ["tests/ocr_tests/"], "note": "Existing live OCR provider tests; not yet a frozen Rust/Python oracle comparison."},
+    "messages": {"coverage": "planned", "selectors": []},
+    "responses": {"coverage": "planned", "selectors": []},
+    "count_tokens": {"coverage": "planned", "selectors": []},
+    "chat_completions": {"coverage": "partial", "selectors": ["tests/llm_translation/test_anthropic_completion.py", "tests/llm_translation/test_bedrock_completion.py"], "note": "Existing live chat completion tests for providers with confirmed Rust bridge regressions."},
+    "transcription": {"coverage": "partial", "selectors": ["tests/audio_tests/test_whisper.py"], "note": "Existing live Whisper transcription test."}
+  }
+}
diff --git a/tests/rust-python-harness/strategies/trace_parity/README.md b/tests/rust-python-harness/strategies/trace_parity/README.md
new file mode 100644
index 00000000000..6520a510112
--- /dev/null
+++ b/tests/rust-python-harness/strategies/trace_parity/README.md
@@ -0,0 +1,5 @@
+# Trace Parity
+
+Run independently with `uv run python -m tests.rust-python-harness.strategies.trace_parity.runner --plain`. Configure SDK and gateway selectors in `strategy.json`; keep API-specific execution and fixtures in their owning surface folder
+
+See [the harness guide](../../README.md) for coverage status and shared comparison tools
diff --git a/tests/rust-python-harness/strategies/trace_parity/__init__.py b/tests/rust-python-harness/strategies/trace_parity/__init__.py
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/tests/rust-python-harness/strategies/trace_parity/gateway/__init__.py b/tests/rust-python-harness/strategies/trace_parity/gateway/__init__.py
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/tests/rust-python-harness/strategies/trace_parity/runner.py b/tests/rust-python-harness/strategies/trace_parity/runner.py
new file mode 100644
index 00000000000..127bf5dce40
--- /dev/null
+++ b/tests/rust-python-harness/strategies/trace_parity/runner.py
@@ -0,0 +1,26 @@
+from __future__ import annotations
+
+from collections.abc import Sequence
+from pathlib import Path
+
+from ...shared.reporting.models import HarnessCase, HarnessRun
+from ...shared.reporting.pytest_runner import UpdateCallback, run_pytest
+
+
+def run(
+    cases: Sequence[HarnessCase],
+    repo_root: Path,
+    on_update: UpdateCallback,
+    pytest_args: Sequence[str] = (),
+) -> tuple[int, HarnessRun]:
+    return run_pytest(cases, repo_root, on_update, pytest_args)
+
+
+def main(argv: Sequence[str] | None = None) -> int:
+    from ...cli import main as harness_main
+
+    return harness_main(argv, strategy_id="trace_parity")
+
+
+if __name__ == "__main__":
+    raise SystemExit(main())
diff --git a/tests/rust-python-harness/strategies/trace_parity/sdk/__init__.py b/tests/rust-python-harness/strategies/trace_parity/sdk/__init__.py
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/tests/rust-python-harness/strategies/trace_parity/strategy.json b/tests/rust-python-harness/strategies/trace_parity/strategy.json
new file mode 100644
index 00000000000..9b67d8570cc
--- /dev/null
+++ b/tests/rust-python-harness/strategies/trace_parity/strategy.json
@@ -0,0 +1,33 @@
+{
+  "order": 20,
+  "id": "trace_parity",
+  "label": "Trace parity",
+  "description": "Compare mapped operations, call counts, and required execution ordering.",
+  "functions": {
+    "ocr": {
+      "coverage": "planned",
+      "selectors": []
+    },
+    "messages": {
+      "coverage": "planned",
+      "selectors": []
+    },
+    "chat_completions": {
+      "coverage": "planned",
+      "selectors": []
+    },
+    "responses": {
+      "coverage": "planned",
+      "selectors": []
+    },
+    "count_tokens": {
+      "coverage": "planned",
+      "selectors": []
+    },
+    "transcription": {
+      "coverage": "planned",
+      "selectors": []
+    }
+  },
+  "gateway": {}
+}
diff --git a/tests/rust-python-harness/strategies/unit_tests/README.md b/tests/rust-python-harness/strategies/unit_tests/README.md
new file mode 100644
index 00000000000..bd37072ae4b
--- /dev/null
+++ b/tests/rust-python-harness/strategies/unit_tests/README.md
@@ -0,0 +1,7 @@
+# Unit tests
+
+Run independently with `uv run python -m tests.rust-python-harness.strategies.unit_tests.runner --plain`. Configure a `unit_suite` for each mapped API in `strategy.json`
+
+The runner combines mapping validation, Python tests in separate verified backend processes, and Cargo tests. It reports missing and ambiguous counterparts. Native Rust tests and existing Python tests stay in their original locations
+
+See [the suite format](../../README.md#configure-cases) for configuration. No complete API mapping is configured yet
diff --git a/tests/rust-python-harness/strategies/unit_tests/__init__.py b/tests/rust-python-harness/strategies/unit_tests/__init__.py
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/tests/rust-python-harness/strategies/unit_tests/ledgers/ocr/ocr_test_ledger.json b/tests/rust-python-harness/strategies/unit_tests/ledgers/ocr/ocr_test_ledger.json
new file mode 100644
index 00000000000..1ceb79b52bc
--- /dev/null
+++ b/tests/rust-python-harness/strategies/unit_tests/ledgers/ocr/ocr_test_ledger.json
@@ -0,0 +1,211 @@
+{
+  "sdk_function": "ocr",
+  "python_scope": [
+    "tests/test_litellm/llms/azure_ai/test_azure_document_intelligence_ocr_transformation.py",
+    "tests/test_litellm/ocr/test_ocr_azure_document_intelligence_api_base.py",
+    "tests/test_litellm/ocr/test_rust_bridge.py",
+    "tests/test_litellm/ocr/test_ocr_file_input.py",
+    "tests/test_litellm/llms/mistral/ocr/test_mistral_ocr_transformation.py",
+    "tests/test_litellm/llms/mistral/ocr/test_mistral_ocr_cost.py",
+    "tests/test_litellm/ocr/test_ocr_native_format.py",
+    "tests/test_litellm/llms/ocr/guardrail_translation/test_ocr_guardrail_handler.py",
+    "tests/test_litellm/proxy/ocr_endpoints/test_endpoints.py"
+  ],
+  "rust_scope": [
+    "litellm-rust/crates/ai-gateway/src/ocr/common_utils.rs",
+    "litellm-rust/crates/ai-gateway/src/ocr/tests.rs",
+    "litellm-rust/crates/core/src/providers/azure_ai/ocr/transformation.rs",
+    "litellm-rust/crates/core/src/providers/vertex_ai/ocr/transformation.rs",
+    "litellm-rust/crates/core/src/providers/mistral/ocr/transformation.rs",
+    "litellm-rust/crates/ai-gateway/src/integrations/custom_logger/mod.rs"
+  ],
+  "entries": [
+    {"python_file": "tests/test_litellm/llms/azure_ai/test_azure_document_intelligence_ocr_transformation.py", "python_test": "test_should_encode_azure_document_intelligence_model_id", "status": "unmapped", "reason": "model-id URL percent-encoding has no Rust test; Rust only tests pages/features query building"},
+    {"python_file": "tests/test_litellm/llms/azure_ai/test_azure_document_intelligence_ocr_transformation.py", "python_test": "test_should_reject_dot_segment_azure_document_intelligence_model_id", "status": "unmapped", "reason": "model-id dot-segment validation has no Rust test"},
+    {"python_file": "tests/test_litellm/llms/azure_ai/test_azure_document_intelligence_ocr_transformation.py", "python_test": "test_transform_ocr_response_preserves_azure_native_fields", "status": "mapped", "rust_file": "litellm-rust/crates/core/src/providers/azure_ai/ocr/transformation.rs", "rust_test": "document_intelligence_response_normalizes_pages", "justification": "both assert page markdown, dimension (inch-to-pixel) normalization, and usage_info.pages_processed from the same Azure succeeded response shape"},
+    {"python_file": "tests/test_litellm/llms/azure_ai/test_azure_document_intelligence_ocr_transformation.py", "python_test": "test_async_transform_ocr_response_preserves_azure_native_fields", "status": "mapped", "rust_file": "litellm-rust/crates/core/src/providers/azure_ai/ocr/transformation.rs", "rust_test": "document_intelligence_response_normalizes_pages", "justification": "async twin of the sync case above, same underlying transform is exercised on the Rust side"},
+    {"python_file": "tests/test_litellm/llms/azure_ai/test_azure_document_intelligence_ocr_transformation.py", "python_test": "test_transform_ocr_response_tolerates_missing_native_fields", "status": "unmapped", "reason": "tables/keyValuePairs absence tolerance is not asserted by the Rust response test"},
+    {"python_file": "tests/test_litellm/llms/azure_ai/test_azure_document_intelligence_ocr_transformation.py", "python_test": "test_transform_ocr_response_non_succeeded_status_raises", "status": "unmapped", "reason": "no Rust test asserts on a non-succeeded Azure DI status"},
+    {"python_file": "tests/test_litellm/llms/azure_ai/test_azure_document_intelligence_ocr_transformation.py", "python_test": "test_get_supported_ocr_params_includes_features", "status": "unmapped", "reason": "supported-params list content has no Rust equivalent for Azure"},
+    {"python_file": "tests/test_litellm/llms/azure_ai/test_azure_document_intelligence_ocr_transformation.py", "python_test": "test_transform_ocr_response_native_format_carries_raw_operation", "status": "unmapped", "reason": "native req_format raw-operation passthrough is not tested in Rust"},
+    {"python_file": "tests/test_litellm/llms/azure_ai/test_azure_document_intelligence_ocr_transformation.py", "python_test": "test_async_transform_ocr_response_native_format_carries_raw_operation", "status": "unmapped", "reason": "native req_format raw-operation passthrough is not tested in Rust"},
+    {"python_file": "tests/test_litellm/llms/azure_ai/test_azure_document_intelligence_ocr_transformation.py", "python_test": "test_transform_ocr_response_default_format_omits_raw_operation", "status": "unmapped", "reason": "req_format gating of raw-operation output has no Rust test"},
+    {"python_file": "tests/test_litellm/llms/azure_ai/test_azure_document_intelligence_ocr_transformation.py", "python_test": "test_map_ocr_params_passes_through_req_format", "status": "unmapped", "reason": "req_format passthrough in map_ocr_params has no Rust test"},
+    {"python_file": "tests/test_litellm/llms/azure_ai/test_azure_document_intelligence_ocr_transformation.py", "python_test": "test_map_ocr_params_rejects_unknown_req_format_as_bad_request", "status": "unmapped", "reason": "req_format validation error path has no Rust test"},
+    {"python_file": "tests/test_litellm/llms/azure_ai/test_azure_document_intelligence_ocr_transformation.py", "python_test": "test_get_complete_url_omits_req_format_query_param", "status": "unmapped", "reason": "no Rust test asserts req_format is excluded from the built URL"},
+    {"python_file": "tests/test_litellm/llms/azure_ai/test_azure_document_intelligence_ocr_transformation.py", "python_test": "test_map_ocr_params_features", "status": "mapped", "rust_file": "litellm-rust/crates/core/src/providers/azure_ai/ocr/transformation.rs", "rust_test": "document_intelligence_url_normalizes_features", "justification": "both normalize comma-separated feature names and whitespace; Python does this during parameter mapping and Rust during URL construction"},
+    {"python_file": "tests/test_litellm/llms/azure_ai/test_azure_document_intelligence_ocr_transformation.py", "python_test": "test_map_ocr_params_empty_features_list_omitted", "status": "mapped", "rust_file": "litellm-rust/crates/core/src/providers/azure_ai/ocr/transformation.rs", "rust_test": "document_intelligence_url_omits_empty_feature_list", "justification": "both omit empty feature lists from the outgoing request; Python removes the parameter and Rust omits the query field"},
+    {"python_file": "tests/test_litellm/llms/azure_ai/test_azure_document_intelligence_ocr_transformation.py", "python_test": "test_map_ocr_params_invalid_features_raises", "status": "mapped", "rust_file": "litellm-rust/crates/core/src/providers/azure_ai/ocr/transformation.rs", "rust_test": "document_intelligence_url_rejects_invalid_features", "justification": "both reject malformed feature values, including query injection, empty strings, and objects before sending the request"},
+    {"python_file": "tests/test_litellm/llms/azure_ai/test_azure_document_intelligence_ocr_transformation.py", "python_test": "test_get_complete_url_appends_features_query", "status": "mapped", "rust_file": "litellm-rust/crates/core/src/providers/azure_ai/ocr/transformation.rs", "rust_test": "document_intelligence_url_normalizes_features", "justification": "both assert the selected feature names appear in the outgoing features query parameter"},
+    {"python_file": "tests/test_litellm/llms/azure_ai/test_azure_document_intelligence_ocr_transformation.py", "python_test": "test_get_complete_url_combines_pages_and_features", "status": "mapped", "rust_file": "litellm-rust/crates/core/src/providers/azure_ai/ocr/transformation.rs", "rust_test": "document_intelligence_url_combines_pages_and_feature_list", "justification": "both combine zero-based pages [0, 1, 2] with keyValuePairs and languages into pages=1,2,3 and features=keyValuePairs,languages"},
+    {"python_file": "tests/test_litellm/llms/azure_ai/test_azure_document_intelligence_ocr_transformation.py", "python_test": "test_validate_environment_uses_subscription_key", "status": "unmapped", "reason": "Python-side header derivation from litellm_params; Rust's poll test only checks the header is present, not how it was resolved"},
+    {"python_file": "tests/test_litellm/llms/azure_ai/test_azure_document_intelligence_ocr_transformation.py", "python_test": "test_validate_environment_falls_back_to_entra_token", "status": "unmapped", "reason": "Entra bearer-token fallback logic has no Rust test"},
+    {"python_file": "tests/test_litellm/ocr/test_ocr_azure_document_intelligence_api_base.py", "python_test": "TestIsAzureDocumentIntelligenceModel::test_matches_doc_intelligence_route", "status": "unmapped", "reason": "model-route string matching is Python-only dispatch logic"},
+    {"python_file": "tests/test_litellm/ocr/test_ocr_azure_document_intelligence_api_base.py", "python_test": "TestIsAzureDocumentIntelligenceModel::test_matches_documentintelligence_and_is_case_insensitive", "status": "unmapped", "reason": "model-route string matching is Python-only dispatch logic"},
+    {"python_file": "tests/test_litellm/ocr/test_ocr_azure_document_intelligence_api_base.py", "python_test": "TestIsAzureDocumentIntelligenceModel::test_does_not_match_mistral_route", "status": "unmapped", "reason": "model-route string matching is Python-only dispatch logic"},
+    {"python_file": "tests/test_litellm/ocr/test_ocr_azure_document_intelligence_api_base.py", "python_test": "TestDocIntelligenceApiBaseResolution::test_generic_azure_ai_base_does_not_hijack_doc_intelligence", "status": "unmapped", "reason": "api_base resolution from the secret manager runs before the Rust bridge is called, no Rust test exists for it"},
+    {"python_file": "tests/test_litellm/ocr/test_ocr_azure_document_intelligence_api_base.py", "python_test": "TestDocIntelligenceApiBaseResolution::test_explicit_api_base_is_honoured_for_doc_intelligence", "status": "unmapped", "reason": "api_base precedence resolution is Python-only"},
+    {"python_file": "tests/test_litellm/ocr/test_ocr_azure_document_intelligence_api_base.py", "python_test": "TestDocIntelligenceApiBaseResolution::test_generic_azure_ai_base_still_applies_to_mistral_ocr", "status": "unmapped", "reason": "api_base precedence resolution is Python-only"},
+
+    {"python_file": "tests/test_litellm/ocr/test_rust_bridge.py", "python_test": "test_use_litellm_rust_toggles_flag", "status": "unmapped", "reason": "bridge-plumbing: Python-side feature-flag toggle, no Rust equivalent"},
+    {"python_file": "tests/test_litellm/ocr/test_rust_bridge.py", "python_test": "test_env_var_enables_rust_ocr", "status": "unmapped", "reason": "bridge-plumbing: Python-side env-var flag gating"},
+    {"python_file": "tests/test_litellm/ocr/test_rust_bridge.py", "python_test": "test_explicit_false_overrides_process_enable", "status": "unmapped", "reason": "Python request-level Rust opt-out overrides the process flag before any Rust implementation runs"},
+    {"python_file": "tests/test_litellm/ocr/test_rust_bridge.py", "python_test": "test_load_rust_ocr_returns_injected_impl", "status": "unmapped", "reason": "bridge-plumbing: dependency-injection test hook, not provider behavior"},
+    {"python_file": "tests/test_litellm/ocr/test_rust_bridge.py", "python_test": "test_native_bridge_loader_returns_none_when_extension_absent", "status": "unmapped", "reason": "bridge-plumbing: native-extension import/loader fallback"},
+    {"python_file": "tests/test_litellm/ocr/test_rust_bridge.py", "python_test": "test_native_bridge_loader_caches_absent_extension", "status": "unmapped", "reason": "bridge-plumbing: loader caching behavior"},
+    {"python_file": "tests/test_litellm/ocr/test_rust_bridge.py", "python_test": "test_native_bridge_available_reflects_loader", "status": "unmapped", "reason": "bridge-plumbing: loader availability check"},
+    {"python_file": "tests/test_litellm/ocr/test_rust_bridge.py", "python_test": "test_load_rust_aocr_returns_injected_impl", "status": "unmapped", "reason": "bridge-plumbing: dependency-injection test hook"},
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+
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+    {"python_file": "tests/test_litellm/ocr/test_ocr_file_input.py", "python_test": "TestGetMimeType::test_should_detect_png_mime_type", "status": "unmapped", "reason": "file-normalization: MIME detection"},
+    {"python_file": "tests/test_litellm/ocr/test_ocr_file_input.py", "python_test": "TestGetMimeType::test_should_detect_jpg_mime_type", "status": "unmapped", "reason": "file-normalization: MIME detection"},
+    {"python_file": "tests/test_litellm/ocr/test_ocr_file_input.py", "python_test": "TestGetMimeType::test_should_detect_jpeg_mime_type", "status": "unmapped", "reason": "file-normalization: MIME detection"},
+    {"python_file": "tests/test_litellm/ocr/test_ocr_file_input.py", "python_test": "TestGetMimeType::test_should_detect_gif_mime_type", "status": "unmapped", "reason": "file-normalization: MIME detection"},
+    {"python_file": "tests/test_litellm/ocr/test_ocr_file_input.py", "python_test": "TestGetMimeType::test_should_detect_webp_mime_type", "status": "unmapped", "reason": "file-normalization: MIME detection"},
+    {"python_file": "tests/test_litellm/ocr/test_ocr_file_input.py", "python_test": "TestGetMimeType::test_should_detect_tiff_mime_type", "status": "unmapped", "reason": "file-normalization: MIME detection"},
+    {"python_file": "tests/test_litellm/ocr/test_ocr_file_input.py", "python_test": "TestGetMimeType::test_should_detect_tif_mime_type", "status": "unmapped", "reason": "file-normalization: MIME detection"},
+    {"python_file": "tests/test_litellm/ocr/test_ocr_file_input.py", "python_test": "TestGetMimeType::test_should_detect_bmp_mime_type", "status": "unmapped", "reason": "file-normalization: MIME detection"},
+    {"python_file": "tests/test_litellm/ocr/test_ocr_file_input.py", "python_test": "TestGetMimeType::test_should_be_case_insensitive", "status": "unmapped", "reason": "file-normalization: MIME detection case handling"},
+    {"python_file": "tests/test_litellm/ocr/test_ocr_file_input.py", "python_test": "TestGetMimeType::test_should_fallback_for_unknown_extension", "status": "unmapped", "reason": "file-normalization: MIME detection fallback"},
+    {"python_file": "tests/test_litellm/ocr/test_ocr_file_input.py", "python_test": "TestConvertFileDocumentToUrlDocument::test_should_convert_pdf_pathlib_path_to_document_url", "status": "unmapped", "reason": "file-normalization: local-path-to-data-URI conversion happens in Python"},
+    {"python_file": "tests/test_litellm/ocr/test_ocr_file_input.py", "python_test": "TestConvertFileDocumentToUrlDocument::test_should_convert_image_pathlib_path_to_image_url", "status": "unmapped", "reason": "file-normalization: local-path-to-data-URI conversion"},
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+    {"python_file": "tests/test_litellm/ocr/test_ocr_file_input.py", "python_test": "TestConvertFileDocumentToUrlDocument::test_should_convert_pathlib_path", "status": "unmapped", "reason": "file-normalization: local-path-to-data-URI conversion"},
+    {"python_file": "tests/test_litellm/ocr/test_ocr_file_input.py", "python_test": "TestConvertFileDocumentToUrlDocument::test_should_convert_raw_bytes", "status": "unmapped", "reason": "file-normalization: raw-bytes-to-data-URI conversion"},
+    {"python_file": "tests/test_litellm/ocr/test_ocr_file_input.py", "python_test": "TestConvertFileDocumentToUrlDocument::test_should_convert_raw_bytes_with_explicit_mime_type", "status": "unmapped", "reason": "file-normalization: explicit MIME override on raw bytes"},
+    {"python_file": "tests/test_litellm/ocr/test_ocr_file_input.py", "python_test": "TestConvertFileDocumentToUrlDocument::test_should_convert_raw_bytes_with_image_mime_type", "status": "unmapped", "reason": "file-normalization: explicit MIME override on raw bytes"},
+    {"python_file": "tests/test_litellm/ocr/test_ocr_file_input.py", "python_test": "TestConvertFileDocumentToUrlDocument::test_should_convert_file_like_object", "status": "unmapped", "reason": "file-normalization: file-like-object conversion"},
+    {"python_file": "tests/test_litellm/ocr/test_ocr_file_input.py", "python_test": "TestConvertFileDocumentToUrlDocument::test_should_convert_file_like_object_with_name", "status": "unmapped", "reason": "file-normalization: file-like-object name-based MIME detection"},
+    {"python_file": "tests/test_litellm/ocr/test_ocr_file_input.py", "python_test": "TestConvertFileDocumentToUrlDocument::test_should_raise_error_for_missing_file_field", "status": "unmapped", "reason": "file-normalization: missing-field validation"},
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+    {"python_file": "tests/test_litellm/ocr/test_ocr_file_input.py", "python_test": "TestBuildDocumentFromUpload::test_should_build_document_url_for_pdf", "status": "unmapped", "reason": "file-normalization: multipart upload conversion"},
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+    {"python_file": "tests/test_litellm/ocr/test_ocr_file_input.py", "python_test": "TestBuildDocumentFromUpload::test_should_detect_mime_from_filename_when_content_type_is_octet_stream", "status": "unmapped", "reason": "file-normalization: filename-based MIME fallback"},
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+    {"python_file": "tests/test_litellm/ocr/test_ocr_file_input.py", "python_test": "TestBuildDocumentFromUpload::test_should_fallback_to_octet_stream_for_unknown", "status": "unmapped", "reason": "file-normalization: default MIME fallback"},
+    {"python_file": "tests/test_litellm/ocr/test_ocr_file_input.py", "python_test": "TestBuildDocumentFromUpload::test_should_preserve_base64_content_correctly", "status": "unmapped", "reason": "file-normalization: binary round-trip through base64"},
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+    {"python_file": "tests/test_litellm/ocr/test_ocr_file_input.py", "python_test": "TestBuildDocumentFromUpload::test_should_strip_mime_parameters_with_multiple_params", "status": "unmapped", "reason": "file-normalization: content-type parameter stripping"},
+    {"python_file": "tests/test_litellm/ocr/test_ocr_file_input.py", "python_test": "TestProxySecurityGuard::test_should_reject_file_type_document_in_json_body", "status": "unmapped", "reason": "proxy-layer JSON-body file-type guard, a different mechanism than Rust's URL-fetch SSRF guard"},
+    {"python_file": "tests/test_litellm/ocr/test_ocr_file_input.py", "python_test": "TestProxySecurityGuard::test_should_accept_document_url_type_in_json_body", "status": "unmapped", "reason": "proxy-layer JSON-body parsing"},
+    {"python_file": "tests/test_litellm/ocr/test_ocr_file_input.py", "python_test": "TestProxySecurityGuard::test_should_raise_on_invalid_json_body", "status": "unmapped", "reason": "proxy-layer JSON-body parsing error path"},
+    {"python_file": "tests/test_litellm/ocr/test_ocr_file_input.py", "python_test": "TestProxySecurityGuard::test_should_ignore_document_form_field_injection", "status": "unmapped", "reason": "proxy-layer multipart form-field injection guard, a different mechanism than Rust's URL-fetch SSRF guard"},
+
+    {"python_file": "tests/test_litellm/llms/mistral/ocr/test_mistral_ocr_transformation.py", "python_test": "TestGetSupportedOcrParams::test_extract_header_in_supported_params", "status": "mapped", "rust_file": "litellm-rust/crates/core/src/providers/mistral/ocr/transformation.rs", "rust_test": "extract_header_is_a_supported_ocr_param", "justification": "both assert extract_header appears in the Mistral supported OCR params list"},
+    {"python_file": "tests/test_litellm/llms/mistral/ocr/test_mistral_ocr_transformation.py", "python_test": "TestGetSupportedOcrParams::test_extract_footer_in_supported_params", "status": "mapped", "rust_file": "litellm-rust/crates/core/src/providers/mistral/ocr/transformation.rs", "rust_test": "extract_footer_is_a_supported_ocr_param", "justification": "both assert extract_footer appears in the Mistral supported OCR params list"},
+    {"python_file": "tests/test_litellm/llms/mistral/ocr/test_mistral_ocr_transformation.py", "python_test": "TestGetSupportedOcrParams::test_existing_params_still_present", "status": "mapped", "rust_file": "litellm-rust/crates/core/src/providers/mistral/ocr/transformation.rs", "rust_test": "existing_ocr_params_remain_supported", "justification": "both assert the previously supported params are still present in the supported list"},
+    {"python_file": "tests/test_litellm/llms/mistral/ocr/test_mistral_ocr_transformation.py", "python_test": "TestMapOcrParams::test_extract_header_passed_through", "status": "mapped", "rust_file": "litellm-rust/crates/core/src/providers/mistral/ocr/transformation.rs", "rust_test": "map_ocr_params_forwards_extract_header", "justification": "both assert extract_header alone survives map_ocr_params unchanged"},
+    {"python_file": "tests/test_litellm/llms/mistral/ocr/test_mistral_ocr_transformation.py", "python_test": "TestMapOcrParams::test_extract_footer_passed_through", "status": "mapped", "rust_file": "litellm-rust/crates/core/src/providers/mistral/ocr/transformation.rs", "rust_test": "map_ocr_params_forwards_extract_footer", "justification": "both assert extract_footer alone survives map_ocr_params unchanged"},
+    {"python_file": "tests/test_litellm/llms/mistral/ocr/test_mistral_ocr_transformation.py", "python_test": "TestMapOcrParams::test_extract_header_and_footer_together", "status": "mapped", "rust_file": "litellm-rust/crates/core/src/providers/mistral/ocr/transformation.rs", "rust_test": "map_ocr_params_forwards_extract_header_and_footer", "justification": "both assert header and footer passed together are both forwarded with their given values"},
+    {"python_file": "tests/test_litellm/llms/mistral/ocr/test_mistral_ocr_transformation.py", "python_test": "TestMapOcrParams::test_unknown_param_is_dropped", "status": "mapped", "rust_file": "litellm-rust/crates/core/src/providers/mistral/ocr/transformation.rs", "rust_test": "map_ocr_params_drops_unknown_params", "justification": "both assert an unrecognized param key is dropped while a known one is kept"},
+    {"python_file": "tests/test_litellm/llms/mistral/ocr/test_mistral_ocr_transformation.py", "python_test": "TestNewSupportedParams::test_new_param_in_supported_list", "status": "mapped", "rust_file": "litellm-rust/crates/core/src/providers/mistral/ocr/transformation.rs", "rust_test": "new_ocr_params_are_supported", "justification": "both assert each OCR4 param is in the supported list"},
+    {"python_file": "tests/test_litellm/llms/mistral/ocr/test_mistral_ocr_transformation.py", "python_test": "TestNewParamsMapOcr::test_new_param_passed_through", "status": "mapped", "rust_file": "litellm-rust/crates/core/src/providers/mistral/ocr/transformation.rs", "rust_test": "map_ocr_params_forwards_new_ocr_params", "justification": "both assert each OCR4 param/value pair survives map_ocr_params unchanged"},
+    {"python_file": "tests/test_litellm/llms/mistral/ocr/test_mistral_ocr_transformation.py", "python_test": "TestTransformOcrRequest::test_param_included_in_request_body", "status": "mapped", "rust_file": "litellm-rust/crates/core/src/providers/mistral/ocr/transformation.rs", "rust_test": "transform_ocr_request_includes_each_optional_param", "justification": "both assert each optional param value lands in the built request body alongside model/document with no files"},
+    {"python_file": "tests/test_litellm/llms/mistral/ocr/test_mistral_ocr_transformation.py", "python_test": "TestTransformOcrRequest::test_multiple_new_params_together", "status": "mapped", "rust_file": "litellm-rust/crates/core/src/providers/mistral/ocr/transformation.rs", "rust_test": "transform_ocr_request_includes_multiple_new_params", "justification": "both assert multiple OCR4 params passed together all land in the same request body"},
+    {"python_file": "tests/test_litellm/llms/mistral/ocr/test_mistral_ocr_transformation.py", "python_test": "TestTransformOcrResponseOcr4Fields::test_blocks_and_confidence_scores_preserved", "status": "mapped", "rust_file": "litellm-rust/crates/core/src/providers/mistral/ocr/transformation.rs", "rust_test": "transform_ocr_response_preserves_blocks_and_confidence_scores", "justification": "both assert blocks and confidence_scores survive the OCR response transform on the returned page"},
+    {"python_file": "tests/test_litellm/llms/mistral/ocr/test_mistral_ocr_transformation.py", "python_test": "TestTransformOcrResponseOcr4Fields::test_ocr4_fields_survive_model_dump", "status": "mapped", "rust_file": "litellm-rust/crates/core/src/providers/mistral/ocr/transformation.rs", "rust_test": "transform_ocr_response_preserves_ocr4_page_fields", "justification": "both assert tables, hyperlinks, header and footer survive the OCR response transform on the returned page"},
+
+    {"python_file": "tests/test_litellm/llms/mistral/ocr/test_mistral_ocr_cost.py", "python_test": "test_model_info_ocr4_price", "status": "unmapped", "reason": "cost-calc: pricing/model-info lookup is Python-only"},
+    {"python_file": "tests/test_litellm/llms/mistral/ocr/test_mistral_ocr_cost.py", "python_test": "test_ocr4_cost_scales_with_pages", "status": "unmapped", "reason": "cost-calc: per-page pricing math is Python-only"},
+    {"python_file": "tests/test_litellm/llms/mistral/ocr/test_mistral_ocr_cost.py", "python_test": "test_ocr3_pricing_entry", "status": "unmapped", "reason": "cost-calc: cost-map JSON entry validation is Python-only"},
+    {"python_file": "tests/test_litellm/llms/mistral/ocr/test_mistral_ocr_cost.py", "python_test": "test_ocr3_model_info_price", "status": "unmapped", "reason": "cost-calc: pricing/model-info lookup is Python-only"},
+    {"python_file": "tests/test_litellm/llms/mistral/ocr/test_mistral_ocr_cost.py", "python_test": "test_ocr3_cost_scales_with_pages", "status": "unmapped", "reason": "cost-calc: per-page pricing math is Python-only"},
+    {"python_file": "tests/test_litellm/llms/mistral/ocr/test_mistral_ocr_cost.py", "python_test": "test_ocr3_bills_ocr_and_annotation_pages_at_their_own_rates", "status": "unmapped", "reason": "cost-calc: mixed-rate billing math is Python-only"},
+    {"python_file": "tests/test_litellm/llms/mistral/ocr/test_mistral_ocr_cost.py", "python_test": "test_ocr3_bills_annotation_only_response", "status": "unmapped", "reason": "cost-calc: annotation-only billing math is Python-only"},
+    {"python_file": "tests/test_litellm/llms/mistral/ocr/test_mistral_ocr_cost.py", "python_test": "test_ocr3_bills_annotation_pages_when_pages_processed_missing", "status": "unmapped", "reason": "cost-calc: fallback billing math is Python-only"},
+    {"python_file": "tests/test_litellm/llms/mistral/ocr/test_mistral_ocr_cost.py", "python_test": "test_azure_doc_ai_annotation_pages_fall_back_to_ocr_rate", "status": "unmapped", "reason": "cost-calc: fallback billing math is Python-only"},
+
+    {"python_file": "tests/test_litellm/ocr/test_ocr_native_format.py", "python_test": "test_rust_ocr_serves_default_format", "status": "unmapped", "reason": "request-format gating decision is made in Python before the Rust bridge is ever invoked"},
+    {"python_file": "tests/test_litellm/ocr/test_ocr_native_format.py", "python_test": "test_rust_ocr_skipped_for_native_format", "status": "unmapped", "reason": "request-format gating decision is made in Python before the Rust bridge is ever invoked"},
+    {"python_file": "tests/test_litellm/ocr/test_ocr_native_format.py", "python_test": "test_native_format_rejected_for_provider_without_support_as_bad_request", "status": "unmapped", "reason": "provider-support validation for req_format happens in Python"},
+    {"python_file": "tests/test_litellm/ocr/test_ocr_native_format.py", "python_test": "test_unknown_format_rejected_for_provider_without_support_as_bad_request", "status": "unmapped", "reason": "req_format validation error path is Python-only"},
+
+    {"python_file": "tests/test_litellm/llms/ocr/guardrail_translation/test_ocr_guardrail_handler.py", "python_test": "TestHandlerDiscovery::test_handler_discovered_for_ocr", "status": "unmapped", "reason": "guardrail-translation handler discovery is a Python proxy-layer concern"},
+    {"python_file": "tests/test_litellm/llms/ocr/guardrail_translation/test_ocr_guardrail_handler.py", "python_test": "TestHandlerDiscovery::test_handler_discovered_for_aocr", "status": "unmapped", "reason": "guardrail-translation handler discovery is a Python proxy-layer concern"},
+    {"python_file": "tests/test_litellm/llms/ocr/guardrail_translation/test_ocr_guardrail_handler.py", "python_test": "TestInputProcessing::test_process_document_url", "status": "unmapped", "reason": "scoped to the Python translation handler, not the Rust gateway's guardrail hook lifecycle"},
+    {"python_file": "tests/test_litellm/llms/ocr/guardrail_translation/test_ocr_guardrail_handler.py", "python_test": "TestInputProcessing::test_process_image_url", "status": "unmapped", "reason": "scoped to the Python translation handler, not the Rust gateway's guardrail hook lifecycle"},
+    {"python_file": "tests/test_litellm/llms/ocr/guardrail_translation/test_ocr_guardrail_handler.py", "python_test": "TestInputProcessing::test_process_no_document", "status": "unmapped", "reason": "scoped to the Python translation handler, not the Rust gateway's guardrail hook lifecycle"},
+    {"python_file": "tests/test_litellm/llms/ocr/guardrail_translation/test_ocr_guardrail_handler.py", "python_test": "TestInputProcessing::test_process_invalid_document", "status": "unmapped", "reason": "scoped to the Python translation handler, not the Rust gateway's guardrail hook lifecycle"},
+    {"python_file": "tests/test_litellm/llms/ocr/guardrail_translation/test_ocr_guardrail_handler.py", "python_test": "TestInputProcessing::test_input_blocking_guardrail", "status": "unmapped", "reason": "scoped to the Python translation handler, not the Rust gateway's guardrail hook lifecycle"},
+    {"python_file": "tests/test_litellm/llms/ocr/guardrail_translation/test_ocr_guardrail_handler.py", "python_test": "TestOutputProcessing::test_process_single_page", "status": "unmapped", "reason": "scoped to the Python translation handler, not the Rust gateway's guardrail hook lifecycle"},
+    {"python_file": "tests/test_litellm/llms/ocr/guardrail_translation/test_ocr_guardrail_handler.py", "python_test": "TestOutputProcessing::test_process_multiple_pages", "status": "unmapped", "reason": "scoped to the Python translation handler, not the Rust gateway's guardrail hook lifecycle"},
+    {"python_file": "tests/test_litellm/llms/ocr/guardrail_translation/test_ocr_guardrail_handler.py", "python_test": "TestOutputProcessing::test_process_empty_pages", "status": "unmapped", "reason": "scoped to the Python translation handler, not the Rust gateway's guardrail hook lifecycle"},
+    {"python_file": "tests/test_litellm/llms/ocr/guardrail_translation/test_ocr_guardrail_handler.py", "python_test": "TestOutputProcessing::test_process_page_with_empty_markdown", "status": "unmapped", "reason": "scoped to the Python translation handler, not the Rust gateway's guardrail hook lifecycle"},
+    {"python_file": "tests/test_litellm/llms/ocr/guardrail_translation/test_ocr_guardrail_handler.py", "python_test": "TestOutputProcessing::test_process_preserves_page_metadata", "status": "unmapped", "reason": "scoped to the Python translation handler, not the Rust gateway's guardrail hook lifecycle"},
+    {"python_file": "tests/test_litellm/llms/ocr/guardrail_translation/test_ocr_guardrail_handler.py", "python_test": "TestOutputProcessing::test_output_blocking_guardrail", "status": "unmapped", "reason": "scoped to the Python translation handler, not the Rust gateway's guardrail hook lifecycle"},
+    {"python_file": "tests/test_litellm/llms/ocr/guardrail_translation/test_ocr_guardrail_handler.py", "python_test": "TestPIIMaskingScenario::test_pii_masking_in_ocr_pages", "status": "unmapped", "reason": "PII redaction in the translation handler has no Rust equivalent"},
+
+    {"python_file": "tests/test_litellm/proxy/ocr_endpoints/test_endpoints.py", "python_test": "test_should_read_req_format_from_header", "status": "unmapped", "reason": "proxy-layer header parsing has no Rust equivalent"},
+    {"python_file": "tests/test_litellm/proxy/ocr_endpoints/test_endpoints.py", "python_test": "test_should_prefer_body_req_format_over_header", "status": "unmapped", "reason": "proxy-layer body-vs-header precedence has no Rust equivalent"},
+    {"python_file": "tests/test_litellm/proxy/ocr_endpoints/test_endpoints.py", "python_test": "test_should_omit_req_format_when_header_absent", "status": "unmapped", "reason": "proxy-layer parsing has no Rust equivalent"},
+    {"python_file": "tests/test_litellm/proxy/ocr_endpoints/test_endpoints.py", "python_test": "test_should_reject_unknown_req_format", "status": "unmapped", "reason": "proxy-layer validation has no Rust equivalent"},
+    {"python_file": "tests/test_litellm/proxy/ocr_endpoints/test_endpoints.py", "python_test": "test_should_return_native_payload_with_litellm_response_headers", "status": "unmapped", "reason": "proxy-layer response construction has no Rust equivalent"},
+    {"python_file": "tests/test_litellm/proxy/ocr_endpoints/test_endpoints.py", "python_test": "test_should_return_normalized_response_when_no_native_payload", "status": "unmapped", "reason": "proxy-layer response construction has no Rust equivalent"}
+  ],
+  "rust_only_tests": [
+    {"rust_file": "litellm-rust/crates/core/src/providers/azure_ai/ocr/transformation.rs", "rust_test": "document_intelligence_maps_features", "reason": "Rust retains the feature list while filtering unsupported parameters; Python normalizes the list to a string during mapping"},
+    {"rust_file": "litellm-rust/crates/core/src/providers/azure_ai/ocr/transformation.rs", "rust_test": "document_intelligence_url_normalizes_zero_based_pages", "reason": "Python covers ascending page indices with features, but has no dedicated test for deduplicating and sorting page indices"},
+    {"rust_file": "litellm-rust/crates/ai-gateway/src/integrations/custom_logger/mod.rs", "rust_test": "rust_custom_logger_reads_failure_payload_for_non_ocr_call_type", "reason": "exercises the non-OCR (acompletion) call-type branch of the logger; the OCR branch is covered separately by rust_custom_logger_reads_success_payload_for_ocr"},
+    {"rust_file": "litellm-rust/crates/ai-gateway/src/integrations/custom_logger/mod.rs", "rust_test": "no_callback_fast_path_dispatches_nothing", "reason": "Rust-only fast-path optimization test for when zero callbacks are registered; Python has no equivalent no-op dispatch path"},
+    {"rust_file": "litellm-rust/crates/ai-gateway/src/integrations/custom_logger/mod.rs", "rust_test": "with_standard_logging_payload_keeps_top_level_fields_in_sync", "reason": "Rust-internal builder-method invariant, Python has no equivalent internal builder"},
+    {"rust_file": "litellm-rust/crates/ai-gateway/src/ocr/common_utils.rs", "rust_test": "blocks_private_and_metadata_ips", "reason": "SSRF IP-blocking helper has no Python unit test; Python relies on the proxy-layer JSON/form guards instead"},
+    {"rust_file": "litellm-rust/crates/ai-gateway/src/ocr/common_utils.rs", "rust_test": "convert_document_url_rejects_loopback_fetch", "reason": "URL-fetch SSRF protection is Rust-gateway-only"},
+    {"rust_file": "litellm-rust/crates/ai-gateway/src/ocr/common_utils.rs", "rust_test": "convert_document_url_leaves_data_uri_untouched", "reason": "URL-fetch SSRF protection is Rust-gateway-only"},
+    {"rust_file": "litellm-rust/crates/ai-gateway/src/ocr/tests.rs", "rust_test": "truncate_error_body_passes_short_strings_through", "reason": "Rust-gateway error-body truncation helper has no Python counterpart"},
+    {"rust_file": "litellm-rust/crates/ai-gateway/src/ocr/tests.rs", "rust_test": "truncate_error_body_caps_long_payloads", "reason": "Rust-gateway error-body truncation helper has no Python counterpart"},
+    {"rust_file": "litellm-rust/crates/ai-gateway/src/ocr/tests.rs", "rust_test": "truncate_error_body_does_not_split_multibyte_chars", "reason": "Rust-gateway error-body truncation helper has no Python counterpart"},
+    {"rust_file": "litellm-rust/crates/ai-gateway/src/ocr/tests.rs", "rust_test": "ocr_dispatch_supports_migrated_providers", "reason": "Rust-internal provider-config dispatch table has no equivalent Python unit test"},
+    {"rust_file": "litellm-rust/crates/ai-gateway/src/ocr/tests.rs", "rust_test": "string_headers_accepts_string_values", "reason": "Rust-gateway header-coercion helper has no Python counterpart"},
+    {"rust_file": "litellm-rust/crates/ai-gateway/src/ocr/tests.rs", "rust_test": "auth_header_detection_is_case_insensitive", "reason": "Rust-gateway header-detection helper has no Python counterpart"},
+    {"rust_file": "litellm-rust/crates/ai-gateway/src/ocr/tests.rs", "rust_test": "ocr_lifecycle_runs_pre_during_and_success_hooks", "reason": "full gateway-level guardrail-hook-plus-HTTP-lifecycle test with no Python equivalent at this integration scope"},
+    {"rust_file": "litellm-rust/crates/ai-gateway/src/ocr/tests.rs", "rust_test": "ocr_lifecycle_runs_failure_hook_on_provider_error", "reason": "full gateway-level failure-hook-plus-HTTP-lifecycle test with no Python equivalent at this integration scope"},
+    {"rust_file": "litellm-rust/crates/ai-gateway/src/ocr/tests.rs", "rust_test": "ocr_lifecycle_pre_call_block_skips_provider_socket", "reason": "full gateway-level pre-call-block-plus-socket-skip test with no Python equivalent at this integration scope"},
+    {"rust_file": "litellm-rust/crates/ai-gateway/src/ocr/tests.rs", "rust_test": "ocr_does_not_duplicate_authorization_header_when_header_is_supplied", "reason": "outgoing HTTP header dedup at the Rust gateway has no Python counterpart"},
+    {"rust_file": "litellm-rust/crates/ai-gateway/src/ocr/tests.rs", "rust_test": "document_intelligence_poll_uses_resolved_subscription_key", "reason": "full Azure DI poll-loop integration test with no Python equivalent at this scope"},
+    {"rust_file": "litellm-rust/crates/ai-gateway/src/ocr/tests.rs", "rust_test": "string_headers_rejects_non_string_values", "reason": "Rust-gateway header-coercion error path has no Python counterpart"},
+    {"rust_file": "litellm-rust/crates/core/src/providers/azure_ai/ocr/transformation.rs", "rust_test": "azure_ai_reuses_mistral_body_transform", "reason": "Rust-internal delegation-to-Mistral-transform implementation detail, no Python test asserts this delegation"},
+    {"rust_file": "litellm-rust/crates/core/src/providers/azure_ai/ocr/transformation.rs", "rust_test": "document_intelligence_request_uses_base64_source_for_data_uri", "reason": "no Python test asserts on the base64Source request body shape"},
+    {"rust_file": "litellm-rust/crates/core/src/providers/vertex_ai/ocr/transformation.rs", "rust_test": "vertex_mistral_url_uses_project_location_and_model", "reason": "vertex OCR support has no Python unit test coverage yet"},
+    {"rust_file": "litellm-rust/crates/core/src/providers/vertex_ai/ocr/transformation.rs", "rust_test": "vertex_mistral_reuses_mistral_body_transform", "reason": "vertex OCR support has no Python unit test coverage yet"},
+    {"rust_file": "litellm-rust/crates/core/src/providers/vertex_ai/ocr/transformation.rs", "rust_test": "vertex_deepseek_request_uses_ocr_endpoint_shape", "reason": "vertex OCR support has no Python unit test coverage yet"},
+    {"rust_file": "litellm-rust/crates/core/src/providers/vertex_ai/ocr/transformation.rs", "rust_test": "vertex_deepseek_response_wraps_markdown_content", "reason": "vertex OCR support has no Python unit test coverage yet"},
+    {"rust_file": "litellm-rust/crates/core/src/providers/mistral/ocr/transformation.rs", "rust_test": "transform_ocr_request_rejects_non_object_document", "reason": "non-object document rejection has no dedicated Python unit test"},
+    {"rust_file": "litellm-rust/crates/core/src/providers/mistral/ocr/transformation.rs", "rust_test": "transform_ocr_response_normalizes_mistral_json", "reason": "Python's response tests target OCR4-specific fields only, none asserts the same base normalization this Rust test checks"},
+    {"rust_file": "litellm-rust/crates/core/src/providers/mistral/ocr/transformation.rs", "rust_test": "complete_url_defaults_and_dedupes_v1", "reason": "URL-building/defaulting for Mistral has no Python unit test"},
+    {"rust_file": "litellm-rust/crates/core/src/providers/mistral/ocr/transformation.rs", "rust_test": "resolve_api_key_prefers_param_then_env", "reason": "API key resolution precedence at the Rust provider-config layer has no Python unit test"},
+    {"rust_file": "litellm-rust/crates/core/src/providers/mistral/ocr/transformation.rs", "rust_test": "resolve_api_key_errors_when_absent", "reason": "API key resolution error path at the Rust provider-config layer has no Python unit test"},
+    {"rust_file": "litellm-rust/crates/ai-gateway/src/integrations/custom_logger/mod.rs", "rust_test": "rust_custom_logger_reads_success_payload_for_ocr", "reason": "Rust-internal custom-logger dispatch for OCR payloads has no Python unit test at this layer"}
+  ]
+}
diff --git a/tests/rust-python-harness/strategies/unit_tests/mapping_validator.py b/tests/rust-python-harness/strategies/unit_tests/mapping_validator.py
new file mode 100644
index 00000000000..d805311e488
--- /dev/null
+++ b/tests/rust-python-harness/strategies/unit_tests/mapping_validator.py
@@ -0,0 +1,173 @@
+from __future__ import annotations
+
+from collections import Counter
+from collections.abc import Sequence
+from dataclasses import dataclass
+from pathlib import Path
+from typing import Final
+
+from pydantic import BaseModel, ConfigDict
+
+from ...shared.parity.ledger import TestLedger, load_ledger
+from .python_runner import enumerate_python_tests
+from .rust_runner import enumerate_rust_tests
+
+
+class TestMapping(BaseModel):
+    model_config = ConfigDict(frozen=True, extra="forbid")
+
+    python: str
+    rust: str
+
+
+@dataclass(frozen=True, slots=True)
+class MappingReport:
+    pairs: tuple[TestMapping, ...]
+    problems: tuple[str, ...]
+
+
+def _name(node: str) -> str:
+    return node.rsplit("::", 1)[-1].split("[", 1)[0]
+
+
+def validate_mapping(
+    python_tests: Sequence[str],
+    rust_tests: Sequence[str],
+    annotations: Sequence[TestMapping] = (),
+) -> MappingReport:
+    explicit_problems: Final = (
+        *(f"missing Python counterpart: {pair.python}" for pair in annotations if pair.python not in python_tests),
+        *(f"missing Rust counterpart: {pair.rust}" for pair in annotations if pair.rust not in rust_tests),
+        *(
+            f"ambiguous Python annotation: {name}"
+            for name, count in Counter(p.python for p in annotations).items()
+            if count > 1
+        ),
+        *(
+            f"ambiguous Rust annotation: {name}"
+            for name, count in Counter(p.rust for p in annotations).items()
+            if count > 1
+        ),
+    )
+    explicit_python: Final = {pair.python for pair in annotations}
+    candidates: Final = {
+        python: tuple(rust for rust in rust_tests if _name(python) == _name(rust))
+        for python in python_tests
+        if python not in explicit_python
+    }
+    pairs: Final = (
+        *annotations,
+        *(TestMapping(python=python, rust=matches[0]) for python, matches in candidates.items() if len(matches) == 1),
+    )
+    problems: Final = (
+        *explicit_problems,
+        *(f"missing Rust counterpart: {python}" for python, matches in candidates.items() if not matches),
+        *(
+            f"ambiguous Rust counterparts: {python}: {matches}"
+            for python, matches in candidates.items()
+            if len(matches) > 1
+        ),
+        *(
+            f"ambiguous Python counterparts: {rust}"
+            for rust, count in Counter(pair.rust for pair in pairs).items()
+            if count > 1
+        ),
+        *(f"missing Python counterpart: {rust}" for rust in rust_tests if rust not in {pair.rust for pair in pairs}),
+        *(("no Python tests collected",) if not python_tests else ()),
+        *(("no Rust tests collected",) if not rust_tests else ()),
+    )
+    return MappingReport(pairs, problems)
+
+
+REPO_ROOT = Path(__file__).resolve().parents[4]
+LEDGER_ROOT = Path(__file__).parent / "ledgers"
+
+
+def ledger_path_for(sdk_function: str) -> Path:
+    return LEDGER_ROOT / sdk_function / f"{sdk_function}_test_ledger.json"
+
+
+@dataclass(frozen=True, slots=True)
+class AuditReport:
+    missing_python_tests: tuple[str, ...]
+    stale_python_tests: tuple[str, ...]
+    missing_rust_tests: tuple[str, ...]
+    stale_rust_tests: tuple[str, ...]
+
+    @property
+    def is_clean(self) -> bool:
+        return not (
+            self.missing_python_tests
+            or self.stale_python_tests
+            or self.missing_rust_tests
+            or self.stale_rust_tests
+        )
+
+
+def _ledger_python_tests_by_file(ledger: TestLedger) -> dict[str, set[str]]:
+    grouping: dict[str, set[str]] = {path: set() for path in ledger.python_scope}
+    for entry in ledger.entries:
+        grouping.setdefault(entry.python_file, set()).add(entry.python_test)
+    return grouping
+
+
+def _ledger_rust_tests_by_file(ledger: TestLedger) -> dict[str, set[str]]:
+    grouping: dict[str, set[str]] = {path: set() for path in ledger.rust_scope}
+    for entry in ledger.entries:
+        if entry.status == "mapped":
+            grouping.setdefault(entry.rust_file, set()).add(entry.rust_test)
+    for rust_only in ledger.rust_only_tests:
+        grouping.setdefault(rust_only.rust_file, set()).add(rust_only.rust_test)
+    return grouping
+
+
+def audit_ledger(ledger: TestLedger, repo_root: Path = REPO_ROOT) -> AuditReport:
+    missing_python: list[str] = []
+    stale_python: list[str] = []
+    for python_file, ledger_tests in _ledger_python_tests_by_file(ledger).items():
+        actual_tests = enumerate_python_tests(repo_root, python_file)
+        for missing in sorted(ledger_tests - actual_tests):
+            missing_python.append(f"{python_file}:{missing}")
+        for stale in sorted(actual_tests - ledger_tests):
+            stale_python.append(f"{python_file}:{stale}")
+
+    missing_rust: list[str] = []
+    stale_rust: list[str] = []
+    for rust_file, ledger_tests in _ledger_rust_tests_by_file(ledger).items():
+        actual_tests = enumerate_rust_tests(repo_root, rust_file)
+        for missing in sorted(ledger_tests - actual_tests):
+            missing_rust.append(f"{rust_file}:{missing}")
+        for stale in sorted(actual_tests - ledger_tests):
+            stale_rust.append(f"{rust_file}:{stale}")
+
+    return AuditReport(
+        missing_python_tests=tuple(missing_python),
+        stale_python_tests=tuple(stale_python),
+        missing_rust_tests=tuple(missing_rust),
+        stale_rust_tests=tuple(stale_rust),
+    )
+
+
+@dataclass(frozen=True, slots=True)
+class FunctionReport:
+    sdk_function: str
+    ledger: TestLedger | None
+    audit: AuditReport | None
+
+    @property
+    def has_ledger(self) -> bool:
+        return self.ledger is not None
+
+    @property
+    def is_clean(self) -> bool:
+        return self.audit is None or self.audit.is_clean
+
+
+def build_function_report(sdk_function: str, repo_root: Path = REPO_ROOT) -> FunctionReport:
+    path = ledger_path_for(sdk_function)
+    if not path.exists():
+        return FunctionReport(sdk_function=sdk_function, ledger=None, audit=None)
+    ledger = load_ledger(path)
+    return FunctionReport(
+        sdk_function=sdk_function, ledger=ledger, audit=audit_ledger(ledger, repo_root)
+    )
diff --git a/tests/rust-python-harness/strategies/unit_tests/python_runner.py b/tests/rust-python-harness/strategies/unit_tests/python_runner.py
new file mode 100644
index 00000000000..900b30180dc
--- /dev/null
+++ b/tests/rust-python-harness/strategies/unit_tests/python_runner.py
@@ -0,0 +1,208 @@
+from __future__ import annotations
+
+import argparse
+import ast
+import importlib
+import os
+import subprocess
+import sys
+import tempfile
+from collections.abc import Callable, Sequence
+from pathlib import Path
+from typing import Final, Literal, cast
+
+import pytest
+from pydantic import BaseModel, ConfigDict
+
+Backend = Literal["python", "rust"]
+
+
+class PythonReport(BaseModel):
+    model_config = ConfigDict(frozen=True, extra="forbid")
+
+    backend: Backend
+    verified: bool
+    tests: tuple[str, ...] = ()
+    outcomes: tuple[tuple[str, str, str], ...] = ()
+    exit_code: int
+    problems: tuple[str, ...] = ()
+
+
+class BackendSpec(BaseModel):
+    model_config = ConfigDict(frozen=True, extra="forbid")
+
+    environment_variable: str
+    probe: str
+
+
+def ocr_backend() -> Backend:
+    from litellm.rust_bridge import native_bridge_available
+    from litellm.rust_bridge.configuration import rust_ocr_enabled
+
+    if not rust_ocr_enabled():
+        return "python"
+    if not native_bridge_available():
+        raise RuntimeError("Rust OCR was enabled but the native extension is unavailable")
+    return "rust"
+
+
+class ResultPlugin:
+    def __init__(self, backend: Backend, probe: Callable[[], object]) -> None:
+        self.backend: Final = backend
+        self.probe: Final = probe
+        self.tests: tuple[str, ...] = ()
+        self.outcomes: tuple[tuple[str, str, str], ...] = ()
+        self.problems: tuple[str, ...] = ()
+
+    def verify(self) -> None:
+        if self.probe() != self.backend:
+            raise RuntimeError(f"backend probe did not select {self.backend}")
+
+    def pytest_collection_finish(self, session: pytest.Session) -> None:
+        self.tests = tuple(item.nodeid for item in session.items)
+
+    @pytest.hookimpl(tryfirst=True)
+    def pytest_runtest_call(self, item: pytest.Item) -> None:
+        del item
+        self.verify()
+
+    def pytest_collectreport(self, report: pytest.CollectReport) -> None:
+        if report.failed:
+            self.problems = (*self.problems, str(report.longrepr))
+
+    def pytest_runtest_logreport(self, report: pytest.TestReport) -> None:
+        self.outcomes = (*self.outcomes, (report.nodeid, report.when, report.outcome))
+        if report.failed:
+            self.problems = (*self.problems, str(report.longrepr))
+
+
+def run_python_tests(
+    selectors: Sequence[str],
+    repo_root: Path,
+    backend: Backend,
+    spec: BackendSpec,
+    pytest_args: Sequence[str] = (),
+) -> PythonReport:
+    with tempfile.TemporaryDirectory(prefix="litellm-unit-tests-") as directory:
+        output: Final = Path(directory) / "report.json"
+        command: Final = (
+            sys.executable,
+            "-m",
+            __name__,
+            "--backend",
+            backend,
+            "--probe",
+            spec.probe,
+            "--output",
+            str(output),
+            "--",
+            *selectors,
+            *pytest_args,
+        )
+        env: Final = {
+            **os.environ,
+            spec.environment_variable: "1" if backend == "rust" else "0",
+            "PYTHONPATH": os.pathsep.join((str(repo_root), os.environ.get("PYTHONPATH", ""))),
+        }
+        try:
+            result: Final = subprocess.run(
+                command, cwd=repo_root, env=env, capture_output=True, text=True, timeout=600, check=False
+            )
+        except (OSError, subprocess.TimeoutExpired) as error:
+            return PythonReport(backend=backend, verified=False, exit_code=1, problems=(str(error),))
+        if not output.exists():
+            return PythonReport(
+                backend=backend,
+                verified=False,
+                exit_code=result.returncode or 1,
+                problems=(result.stdout + result.stderr,),
+            )
+        report: Final = PythonReport.model_validate_json(output.read_text())
+        if report.exit_code != result.returncode:
+            return report.model_copy(
+                update={
+                    "exit_code": result.returncode or 1,
+                    "problems": (*report.problems, "worker exit code differs from report"),
+                }
+            )
+        return report
+
+
+def compare_python_runs(python: PythonReport, rust: PythonReport) -> tuple[str, ...]:
+    return (
+        *(("backend selection was not verified",) if not python.verified or not rust.verified else ()),
+        *(("Python run used the wrong backend",) if python.backend != "python" else ()),
+        *(("Rust run used the wrong backend",) if rust.backend != "rust" else ()),
+        *(("Python/Rust test inventories differ",) if python.tests != rust.tests else ()),
+        *(("Python/Rust test outcomes differ",) if sorted(python.outcomes) != sorted(rust.outcomes) else ()),
+        *(("no Python tests collected",) if not python.tests else ()),
+        *(
+            ("Python tests did not all pass",)
+            if set(python.tests)
+            != {node for node, phase, status in python.outcomes if phase == "call" and status == "passed"}
+            else ()
+        ),
+        *(
+            ("Rust-enabled Python tests did not all pass",)
+            if set(rust.tests)
+            != {node for node, phase, status in rust.outcomes if phase == "call" and status == "passed"}
+            else ()
+        ),
+        *(("Python test run failed",) if python.exit_code else ()),
+        *(("Rust-enabled Python test run failed",) if rust.exit_code else ()),
+        *python.problems,
+        *rust.problems,
+    )
+
+
+def main(argv: Sequence[str] | None = None) -> int:
+    parser: Final = argparse.ArgumentParser()
+    parser.add_argument("--backend", required=True, choices=("python", "rust"))
+    parser.add_argument("--probe", required=True)
+    parser.add_argument("--output", required=True, type=Path)
+    parser.add_argument("pytest_args", nargs=argparse.REMAINDER)
+    args: Final = parser.parse_args(argv)
+    try:
+        module, name = args.probe.rsplit(":", 1)
+        probe: Final = cast(Callable[[], object], getattr(importlib.import_module(module), name))
+        plugin: Final = ResultPlugin(args.backend, probe)
+        plugin.verify()
+        code: Final = int(
+            pytest.main(["-o", "consider_namespace_packages=true", *args.pytest_args[1:]], plugins=[plugin])
+        )
+        report: Final = PythonReport(
+            backend=args.backend,
+            verified=True,
+            tests=plugin.tests,
+            outcomes=plugin.outcomes,
+            exit_code=code,
+            problems=plugin.problems,
+        )
+    except Exception as error:
+        failure: Final = PythonReport(backend=args.backend, verified=False, exit_code=1, problems=(str(error),))
+        args.output.write_text(failure.model_dump_json())
+        return 1
+    args.output.write_text(report.model_dump_json())
+    return report.exit_code
+
+
+def enumerate_python_tests(repo_root: Path, relative_path: str) -> frozenset[str]:
+    source = (repo_root / relative_path).read_text(encoding="utf-8")
+    tree = ast.parse(source, filename=relative_path)
+
+    module_level: list[str] = []
+    for node in ast.iter_child_nodes(tree):
+        if isinstance(node, (ast.FunctionDef, ast.AsyncFunctionDef)) and node.name.startswith("test_"):
+            module_level.append(node.name)
+        elif isinstance(node, ast.ClassDef):
+            for child in ast.iter_child_nodes(node):
+                if isinstance(child, (ast.FunctionDef, ast.AsyncFunctionDef)) and child.name.startswith(
+                    "test_"
+                ):
+                    module_level.append(f"{node.name}::{child.name}")
+
+    return frozenset(module_level)
+
+
+if __name__ == "__main__":
+    raise SystemExit(main())
diff --git a/tests/rust-python-harness/strategies/unit_tests/runner.py b/tests/rust-python-harness/strategies/unit_tests/runner.py
new file mode 100644
index 00000000000..d10fa364d1c
--- /dev/null
+++ b/tests/rust-python-harness/strategies/unit_tests/runner.py
@@ -0,0 +1,91 @@
+from __future__ import annotations
+
+import sys
+from collections.abc import Sequence
+from pathlib import Path
+from time import monotonic
+from typing import Final
+
+from pydantic import BaseModel, ConfigDict
+
+from ...shared.reporting.models import HarnessCase, HarnessRun, RunStatus
+from ...shared.reporting.pytest_runner import UpdateCallback
+from .mapping_validator import TestMapping, validate_mapping
+from .python_runner import BackendSpec, compare_python_runs, run_python_tests
+from .rust_runner import run_rust_tests
+
+
+class UnitSuite(BaseModel):
+    model_config = ConfigDict(frozen=True, extra="forbid")
+
+    python_selectors: tuple[str, ...]
+    cargo_manifest: str
+    cargo_package: str
+    cargo_filter: str
+    backend: BackendSpec
+    mappings: tuple[TestMapping, ...] = ()
+
+
+def run_suite(suite: UnitSuite, repo_root: Path, pytest_args: Sequence[str] = ()) -> tuple[str, ...]:
+    if not suite.python_selectors or not suite.cargo_filter:
+        return ("unit suites must select Python tests and a focused Cargo filter",)
+    python: Final = run_python_tests(suite.python_selectors, repo_root, "python", suite.backend, pytest_args)
+    rust_python: Final = run_python_tests(suite.python_selectors, repo_root, "rust", suite.backend, pytest_args)
+    inventory: Final = run_rust_tests(
+        repo_root / suite.cargo_manifest, suite.cargo_package, suite.cargo_filter, collect_only=True
+    )
+    mapping: Final = validate_mapping(python.tests, inventory.tests, suite.mappings)
+    rust: Final = run_rust_tests(repo_root / suite.cargo_manifest, suite.cargo_package, suite.cargo_filter)
+    return (
+        *compare_python_runs(python, rust_python),
+        *mapping.problems,
+        *(("native Rust tests did not all pass",) if set(inventory.tests) != set(rust.tests) else ()),
+        *((inventory.output,) if inventory.exit_code else ()),
+        *((rust.output,) if rust.exit_code else ()),
+    )
+
+
+def run(
+    cases: Sequence[HarnessCase],
+    repo_root: Path,
+    on_update: UpdateCallback,
+    pytest_args: Sequence[str] = (),
+) -> tuple[int, HarnessRun]:
+    report: Final = HarnessRun.from_cases(cases)
+    for case in cases:
+        result: Final = report.results[case.key]
+        if case.unit_suite is None:
+            result.finalize()
+            continue
+        nodeid: Final = f"unit-suite:{case.unit_suite}"
+        result.collected.add(nodeid)
+        result.status = RunStatus.RUNNING
+        on_update(report)
+        try:
+            suite: Final = UnitSuite.model_validate_json((repo_root / case.unit_suite).read_text())
+            problems: Final = run_suite(suite, repo_root, pytest_args)
+        except (OSError, ValueError) as error:
+            result.record(nodeid, RunStatus.ERROR)
+            report.failures.append((nodeid, str(error)))
+            continue
+        result.record(nodeid, RunStatus.FAILED if problems else RunStatus.PASSED)
+        report.failures.extend((nodeid, problem) for problem in problems)
+        on_update(report)
+    report.finished_at = monotonic()
+    on_update(report)
+    return int(
+        any(
+            result.status in {RunStatus.ERROR, RunStatus.FAILED, RunStatus.MISSING}
+            for result in report.results.values()
+        )
+    ), report
+
+
+def main(argv: Sequence[str] | None = None) -> int:
+    from ...cli import main as harness_main
+
+    return harness_main(argv, strategy_id="unit_tests")
+
+
+if __name__ == "__main__":
+    raise SystemExit(main(sys.argv[1:]))
diff --git a/tests/rust-python-harness/strategies/unit_tests/rust_runner.py b/tests/rust-python-harness/strategies/unit_tests/rust_runner.py
new file mode 100644
index 00000000000..b24034199b5
--- /dev/null
+++ b/tests/rust-python-harness/strategies/unit_tests/rust_runner.py
@@ -0,0 +1,53 @@
+from __future__ import annotations
+
+import re
+import subprocess
+from dataclasses import dataclass
+from pathlib import Path
+from typing import Final
+
+
+@dataclass(frozen=True, slots=True)
+class RustReport:
+    tests: tuple[str, ...]
+    exit_code: int
+    output: str
+
+
+def run_rust_tests(manifest: Path, package: str, test_filter: str, *, collect_only: bool = False) -> RustReport:
+    command: Final = (
+        "cargo",
+        "test",
+        "--manifest-path",
+        str(manifest),
+        "--package",
+        package,
+        "--lib",
+        test_filter,
+        "--",
+        *(("--list",) if collect_only else ("--format=pretty",)),
+    )
+    try:
+        result: Final = subprocess.run(command, capture_output=True, text=True, check=False, timeout=600)
+    except (OSError, subprocess.TimeoutExpired) as error:
+        return RustReport((), 1, str(error))
+    tests: Final = (
+        tuple(line.removesuffix(": test") for line in result.stdout.splitlines() if line.endswith(": test"))
+        if collect_only
+        else tuple(
+            line.removeprefix("test ").removesuffix(" ... ok")
+            for line in result.stdout.splitlines()
+            if line.startswith("test ") and line.endswith(" ... ok")
+        )
+    )
+    return RustReport(tests, result.returncode, result.stdout + result.stderr)
+
+
+_RUST_TEST_PATTERN = re.compile(
+    r"#\[(?:test|tokio::test)\][^\n]*\n(?:[^\n]*\n)*?\s*(?:async\s+)?fn\s+(\w+)\s*\("
+)
+
+
+def enumerate_rust_tests(repo_root: Path, relative_path: str) -> frozenset[str]:
+    source = (repo_root / relative_path).read_text(encoding="utf-8")
+    return frozenset(match.group(1) for match in _RUST_TEST_PATTERN.finditer(source))
diff --git a/tests/rust-python-harness/strategies/unit_tests/strategy.json b/tests/rust-python-harness/strategies/unit_tests/strategy.json
new file mode 100644
index 00000000000..7ae5d9c22c6
--- /dev/null
+++ b/tests/rust-python-harness/strategies/unit_tests/strategy.json
@@ -0,0 +1,32 @@
+{
+  "order": 30,
+  "id": "unit_tests",
+  "label": "Unit tests",
+  "description": "Validate Python/Rust test mappings and compare isolated Python runs alongside native Cargo tests.",
+  "functions": {
+    "ocr": {
+      "coverage": "planned",
+      "selectors": []
+    },
+    "messages": {
+      "coverage": "planned",
+      "selectors": []
+    },
+    "chat_completions": {
+      "coverage": "planned",
+      "selectors": []
+    },
+    "responses": {
+      "coverage": "planned",
+      "selectors": []
+    },
+    "count_tokens": {
+      "coverage": "planned",
+      "selectors": []
+    },
+    "transcription": {
+      "coverage": "planned",
+      "selectors": []
+    }
+  }
+}
diff --git a/tests/rust-python-harness/strategies/unit_tests/test_mapping_validator.py b/tests/rust-python-harness/strategies/unit_tests/test_mapping_validator.py
new file mode 100644
index 00000000000..25c63faf3a7
--- /dev/null
+++ b/tests/rust-python-harness/strategies/unit_tests/test_mapping_validator.py
@@ -0,0 +1,38 @@
+from __future__ import annotations
+
+import pytest
+
+from .mapping_validator import TestMapping as Mapping, validate_mapping
+
+
+def test_matches_names_and_explicit_annotations() -> None:
+    report = validate_mapping(
+        ("tests/test_api.py::test_decode", "tests/test_api.py::test_error"),
+        ("api::test_decode", "api::preserves_error"),
+        (Mapping(python="tests/test_api.py::test_error", rust="api::preserves_error"),),
+    )
+    assert report.problems == ()
+    assert {(pair.python, pair.rust) for pair in report.pairs} == {
+        ("tests/test_api.py::test_decode", "api::test_decode"),
+        ("tests/test_api.py::test_error", "api::preserves_error"),
+    }
+
+
+@pytest.mark.parametrize(
+    ("python", "rust", "message"),
+    (
+        (("test_decode",), (), "missing Rust counterpart"),
+        ((), ("test_decode",), "missing Python counterpart"),
+        (("test_decode",), ("one::test_decode", "two::test_decode"), "ambiguous Rust counterparts"),
+        (("one::test_decode", "two::test_decode"), ("test_decode",), "ambiguous Python counterparts"),
+    ),
+)
+def test_reports_missing_and_ambiguous_counterparts(
+    python: tuple[str, ...], rust: tuple[str, ...], message: str
+) -> None:
+    assert any(message in problem for problem in validate_mapping(python, rust).problems)
+
+
+def test_rejects_stale_annotations_even_when_names_match() -> None:
+    report = validate_mapping(("test_decode",), ("test_decode",), (Mapping(python="test_decode", rust="removed"),))
+    assert "missing Rust counterpart: removed" in report.problems
diff --git a/tests/rust-python-harness/strategies/unit_tests/test_python_runner.py b/tests/rust-python-harness/strategies/unit_tests/test_python_runner.py
new file mode 100644
index 00000000000..ed4920b7525
--- /dev/null
+++ b/tests/rust-python-harness/strategies/unit_tests/test_python_runner.py
@@ -0,0 +1,53 @@
+from __future__ import annotations
+
+import os
+from pathlib import Path
+from typing import Final
+
+from .python_runner import BackendSpec, compare_python_runs, run_python_tests
+
+HARNESS_ROOT: Final = Path(__file__).resolve().parents[4]
+
+
+def _suite(root: Path, *, mismatch: bool = False) -> BackendSpec:
+    (root / "pytest.ini").write_text("[pytest]\n")
+    (root / "backend_probe.py").write_text(
+        "import os\ndef selected():\n    return 'rust' if os.environ.get('TEST_USE_RUST') == '1' else 'python'\n"
+    )
+    (root / "test_backend.py").write_text(
+        "import os\nfrom pathlib import Path\nfrom backend_probe import selected\n"
+        "def test_backend():\n    backend = selected()\n"
+        "    Path(backend + '.pid').write_text(str(os.getpid()))\n"
+        + ("    assert backend == 'python'\n" if mismatch else "    assert backend in {'python', 'rust'}\n")
+    )
+    return BackendSpec(environment_variable="TEST_USE_RUST", probe="backend_probe:selected")
+
+
+def test_runs_existing_python_tests_in_separate_verified_backends(tmp_path: Path, monkeypatch) -> None:
+    monkeypatch.setenv("PYTHONPATH", str(HARNESS_ROOT))
+    monkeypatch.setenv("PYTEST_DISABLE_PLUGIN_AUTOLOAD", "1")
+    spec: Final = _suite(tmp_path)
+    python: Final = run_python_tests(("test_backend.py",), tmp_path, "python", spec)
+    rust: Final = run_python_tests(("test_backend.py",), tmp_path, "rust", spec)
+    assert compare_python_runs(python, rust) == ()
+    assert python.tests == ("test_backend.py::test_backend",)
+    assert (tmp_path / "python.pid").read_text() != (tmp_path / "rust.pid").read_text()
+    assert (tmp_path / "python.pid").read_text() != str(os.getpid())
+
+
+def test_rejects_wrong_backend_and_different_test_results(tmp_path: Path, monkeypatch) -> None:
+    monkeypatch.setenv("PYTHONPATH", str(HARNESS_ROOT))
+    monkeypatch.setenv("PYTEST_DISABLE_PLUGIN_AUTOLOAD", "1")
+    spec: Final = _suite(tmp_path, mismatch=True)
+    python: Final = run_python_tests(("test_backend.py",), tmp_path, "python", spec)
+    rust: Final = run_python_tests(("test_backend.py",), tmp_path, "rust", spec)
+    assert "Python/Rust test outcomes differ" in compare_python_runs(python, rust)
+    wrong: Final = run_python_tests(
+        ("test_backend.py",),
+        tmp_path,
+        "rust",
+        BackendSpec(environment_variable="WRONG_FLAG", probe=spec.probe),
+    )
+    assert wrong.exit_code == 1
+    assert not wrong.verified
+    assert "backend probe did not select rust" in wrong.problems[0]
diff --git a/tests/rust-python-harness/strategies/unit_tests/test_runner.py b/tests/rust-python-harness/strategies/unit_tests/test_runner.py
new file mode 100644
index 00000000000..c652d6e12b1
--- /dev/null
+++ b/tests/rust-python-harness/strategies/unit_tests/test_runner.py
@@ -0,0 +1,59 @@
+from __future__ import annotations
+
+import json
+import shutil
+from pathlib import Path
+from typing import Final
+
+import pytest
+
+from ...shared.reporting.models import Coverage, HarnessCase, RunStatus
+from .runner import run
+
+
+@pytest.mark.skipif(shutil.which("cargo") is None, reason="Cargo is required for the combined unit strategy")
+def test_combines_mapping_backend_comparison_and_cargo_results(tmp_path: Path, monkeypatch) -> None:
+    monkeypatch.setenv("PYTHONPATH", str(Path(__file__).resolve().parents[4]))
+    monkeypatch.setenv("PYTEST_DISABLE_PLUGIN_AUTOLOAD", "1")
+    (tmp_path / "pytest.ini").write_text("[pytest]\n")
+    (tmp_path / "backend_probe.py").write_text(
+        "import os\ndef selected():\n    return 'rust' if os.environ['TEST_USE_RUST'] == '1' else 'python'\n"
+    )
+    (tmp_path / "test_api.py").write_text("def test_decode():\n    assert int('42') == 42\n")
+    (tmp_path / "Cargo.toml").write_text(
+        '[package]\nname = "combined-check"\nversion = "0.1.0"\nedition = "2021"\n[workspace]\n'
+    )
+    (tmp_path / "src").mkdir()
+    (tmp_path / "src/lib.rs").write_text('#[test] fn test_decode() { assert_eq!("42".parse::<u8>().unwrap(), 42); }\n')
+    suite: Final = {
+        "python_selectors": ("test_api.py",),
+        "cargo_manifest": "Cargo.toml",
+        "cargo_package": "combined-check",
+        "cargo_filter": "test_decode",
+        "backend": {"environment_variable": "TEST_USE_RUST", "probe": "backend_probe:selected"},
+    }
+    (tmp_path / "suite.json").write_text(json.dumps(suite))
+    case: Final = HarnessCase(
+        strategy_id="unit_tests",
+        strategy_label="Unit tests",
+        sdk_function="ocr",
+        coverage=Coverage.COMPLETE,
+        selectors=(),
+        unit_suite="suite.json",
+    )
+    code, report = run((case,), tmp_path, lambda _: None)
+    assert code == 0, report.failures
+    assert report.results[case.key].status is RunStatus.PASSED
+    (tmp_path / "suite.json").write_text(
+        json.dumps({**suite, "mappings": [{"python": "test_api.py::test_decode", "rust": "removed"}]})
+    )
+    failed_code, failed_report = run((case,), tmp_path, lambda _: None)
+    assert failed_code == 1
+    assert failed_report.results[case.key].status is RunStatus.FAILED
+    assert any("missing Rust counterpart: removed" in detail for _, detail in failed_report.failures)
+
+    (tmp_path / "suite.json").write_text(json.dumps(suite))
+    (tmp_path / "src/lib.rs").write_text("#[test] #[ignore] fn test_decode() {}\n")
+    skipped_code, skipped_report = run((case,), tmp_path, lambda _: None)
+    assert skipped_code == 1
+    assert any("native Rust tests did not all pass" in detail for _, detail in skipped_report.failures)
diff --git a/tests/rust-python-harness/strategies/unit_tests/test_rust_runner.py b/tests/rust-python-harness/strategies/unit_tests/test_rust_runner.py
new file mode 100644
index 00000000000..aeeb7f602f5
--- /dev/null
+++ b/tests/rust-python-harness/strategies/unit_tests/test_rust_runner.py
@@ -0,0 +1,27 @@
+from __future__ import annotations
+
+import shutil
+from pathlib import Path
+from typing import Final
+
+import pytest
+
+from .rust_runner import run_rust_tests
+
+
+@pytest.mark.skipif(shutil.which("cargo") is None, reason="Cargo is required for native runner integration")
+def test_collects_and_runs_native_tests_and_propagates_failure(tmp_path: Path) -> None:
+    manifest: Final = tmp_path / "Cargo.toml"
+    manifest.write_text('[package]\nname = "harness-runner-check"\nversion = "0.1.0"\nedition = "2021"\n[workspace]\n')
+    (tmp_path / "src").mkdir()
+    source: Final = tmp_path / "src/lib.rs"
+    source.write_text("#[test] fn test_parity() { assert_eq!(2 + 2, 4); }\n")
+    inventory: Final = run_rust_tests(manifest, "harness-runner-check", "test_parity", collect_only=True)
+    assert inventory.exit_code == 0, inventory.output
+    assert inventory.tests == ("test_parity",)
+    passing: Final = run_rust_tests(manifest, "harness-runner-check", "test_parity")
+    assert passing.exit_code == 0, passing.output
+    source.write_text("#[test] fn test_parity() { assert_eq!(2 + 2, 5); }\n")
+    failed: Final = run_rust_tests(manifest, "harness-runner-check", "test_parity")
+    assert failed.exit_code != 0
+    assert "test_parity" in failed.output
diff --git a/tests/sdk_function_trace/README.md b/tests/sdk_function_trace/README.md
new file mode 100644
index 00000000000..d3a3b654aea
--- /dev/null
+++ b/tests/sdk_function_trace/README.md
@@ -0,0 +1,30 @@
+# SDK function tracing
+
+The compare runner executes the same SDK calls through the Python engine and the Rust native bridge against a local HTTP provider fixture, then prints their pipeline trees side by side. Matching calls align on the same row in green; Python-only calls are blue, Rust-only calls yellow, and reordered calls red. Gaps preserve execution order and each column retains its own nesting. A comparison column labels every row even without color. Colors are enabled in terminals unless `NO_COLOR` is set. A difference summary follows (shared step order, python-only steps, rust-only steps). Each invocation must issue exactly one HTTP request. It requires the LiteLLM Python dependencies and the native extension built with tracing support
+
+From the repository root, using the project's Python environment:
+
+```bash
+uv run python -m tests.sdk_function_trace.compare
+uv run python -m tests.sdk_function_trace.compare --route ocr
+uv run python -m tests.sdk_function_trace.compare --route ocr --sync
+uv run python -m tests.sdk_function_trace.compare --route all --both --check
+```
+
+Calls default to async; use `--sync` for synchronous calls or `--both` for the complete matrix. Python sync Messages raises `not implemented for sync calls`; only that exact failure is marked `SKIP`, and the runner still executes Rust sync Messages and subsequent routes. Bedrock transcription has no independent Python provider implementation: its Python trace covers SDK dispatch into Rust
+
+Both engines are projected onto a shared per-route step table (`steps.py`): canonical names such as `transform_ocr_request` map Python functions (`MistralOCRConfig.transform_ocr_request`) and Rust spans (`transform_ocr_request`) to the same label. Only the first occurrence of each step is kept. Python indentation uses each event's actual frame ancestors and the nearest already displayed ancestor, so returned helpers and coroutine resumptions do not create false parents. Rust indentation uses instrumented span ancestry. Unmatched Rust span names pass through unchanged. `--full` prints every captured runtime event; validation still uses projected steps
+
+Every report checks required stage presence and dependency order. Provider lookup must precede request transformation, which must precede HTTP, followed by response transformation. The handler must precede HTTP; parameter mapping and supported-parameter checks must precede request transformation. Environment validation and URL construction, where mapped, must precede HTTP. Python transcription is checked only through native dispatch. `--check` also requires identical canonical step sequences for comparable routes and exits nonzero for missing, extra, or reordered steps, or an unexpected call failure, after finishing all selected cases
+
+Individual stage checks are separate from cross-language `step parity`. Passing stage checks cannot override a failing step comparison. Bedrock transcription and Python sync Messages report `UNAVAILABLE` for cross-language parity because they lack an independent Python execution to compare. Absolute nesting depth is not a cross-language gate: async Python Messages dispatches its handler onto another thread. See `route-comparison.md` for the audited matrix and remaining contract limitations
+
+The Python runner uses the existing `profile_python` / `sys.setprofile` collector, selecting executed code under the installed `litellm` source directory instead of maintaining a function-name allowlist. It prints source locations and qualified function names, including repeated calls. Coroutine resumptions are counted once per invocation. It profiles the current thread and threads created during the call, including the fresh async executor. Existing worker threads are not retroactively profiled; background Python calls may appear, and indentation follows selected Python stack ancestors within each thread
+
+The Rust runner calls the compiled PyO3 SDK entrypoints with `trace=True`. The existing `FunctionTrace` subscriber collects `#[tracing::instrument(target = "litellm::function_trace", level = "trace", skip_all)]` spans for the route entrypoint, preparation, provider lookup, HTTP handler, and selected provider transformations. The shared `http_request` helper instruments the existing Rust send operation without changing clients, timeouts, signing, or error mapping. Function names come from the actual functions. `WithSubscriber` attaches the collector to each future across async polls. Arguments and provider payloads are not recorded in trace events. Uninstrumented functions do not appear; this is scoped instrumentation, not an exhaustive native call graph
+
+Tracing is opt-in: native calls without `trace=True` keep their original response shape. Traced calls return `{"response": ..., "trace": [{"function": ..., "depth": ...}]}`. The runners print only trace events. Missing native support or empty traces fail instead of falling back to source searching. The old `--repo`, `--signatures`, and `--calls` options are removed
+
+`profile_python(functions)` still supports direct function references for focused parity checks. `assert_function_trace_parity` compares selected Python events with Rust events supplied by an executable scenario. Successful stage checks prove the declared pipeline ran in a valid dependency order for this fixture; they do not assert identical function contracts, request bodies, responses, streaming behavior, or live-provider correctness
+
+Build the extension with `maturin develop` in the project's virtual environment. Then run either command above to get the executed function order
diff --git a/tests/sdk_function_trace/__init__.py b/tests/sdk_function_trace/__init__.py
new file mode 100644
index 00000000000..da62b8041f6
--- /dev/null
+++ b/tests/sdk_function_trace/__init__.py
@@ -0,0 +1,13 @@
+from tests.sdk_function_trace.harness import (
+    TraceScenario,
+    TraceStep,
+    assert_function_trace_parity,
+)
+from tests.sdk_function_trace.profiler import FunctionTraceEvent
+
+__all__ = [
+    "FunctionTraceEvent",
+    "TraceScenario",
+    "TraceStep",
+    "assert_function_trace_parity",
+]
diff --git a/tests/sdk_function_trace/compare.py b/tests/sdk_function_trace/compare.py
new file mode 100644
index 00000000000..941c1b6e067
--- /dev/null
+++ b/tests/sdk_function_trace/compare.py
@@ -0,0 +1,45 @@
+from __future__ import annotations
+
+import argparse
+import os
+import sys
+from typing import Final
+
+from tests.sdk_function_trace.fixtures import ROUTES
+from tests.sdk_function_trace.report import compare, render
+
+
+def _run(route: str, asynchronous: bool, *, full: bool, colorize: bool) -> bool:
+    comparison: Final = compare(route, asynchronous=asynchronous)
+    sys.stdout.write(render(comparison, full=full, colorize=colorize))
+    return comparison.passed
+
+
+def main() -> None:
+    parser: Final = argparse.ArgumentParser(description="Compare Python and Rust SDK pipeline steps per route")
+    parser.add_argument("--route", choices=("all", *ROUTES), default="all")
+    mode: Final = parser.add_mutually_exclusive_group()
+    mode.add_argument("--async", dest="asynchronous", action="store_true", default=True)
+    mode.add_argument("--sync", dest="asynchronous", action="store_false")
+    mode.add_argument("--both", action="store_true", help="run async and sync for every selected route")
+    parser.add_argument(
+        "--check", action="store_true", help="exit nonzero for missing, extra, or reordered comparable steps"
+    )
+    parser.add_argument(
+        "--full", action="store_true", help="print every captured runtime event instead of pipeline steps"
+    )
+    args: Final = parser.parse_args()
+    os.environ.setdefault("LITELLM_LOCAL_MODEL_COST_MAP", "True")
+    colorize: Final = sys.stdout.isatty() and "NO_COLOR" not in os.environ
+    results: Final = tuple(
+        _run(selected, selected_mode, full=args.full, colorize=colorize)
+        for selected in ROUTES
+        if args.route in ("all", selected)
+        for selected_mode in ((True, False) if args.both else (args.asynchronous,))
+    )
+    if args.check and not all(results):
+        raise SystemExit(1)
+
+
+if __name__ == "__main__":
+    main()
diff --git a/tests/sdk_function_trace/fixtures.py b/tests/sdk_function_trace/fixtures.py
new file mode 100644
index 00000000000..47bbe839627
--- /dev/null
+++ b/tests/sdk_function_trace/fixtures.py
@@ -0,0 +1,200 @@
+from __future__ import annotations
+
+import base64
+import io
+import json
+import wave
+from collections.abc import Callable
+from dataclasses import dataclass
+from typing import Final, Protocol, cast
+
+from tests.sdk_function_trace.mock_provider import MockProviderResponse
+from tests.sdk_function_trace.steps import Engine
+
+ANTHROPIC_MODEL: Final = "claude-sonnet-5"
+OCR_MODEL: Final = "mistral-ocr-latest"
+AUDIO_MODEL: Final = "mistral.voxtral-mini-3b-2507"
+
+
+class SdkCall(Protocol):
+    def __call__(self, **kwargs: object) -> object: ...
+
+
+@dataclass(frozen=True, slots=True)
+class Fixture:
+    kwargs: dict[str, object]
+    provider_response: MockProviderResponse
+
+
+@dataclass(frozen=True, slots=True)
+class RouteSpec:
+    label: str
+    python_entrypoints: tuple[str, str]
+    rust_entrypoints: tuple[str, str]
+    fixture: Callable[[Engine], Fixture]
+
+
+@dataclass(frozen=True, slots=True)
+class Invocation:
+    function: SdkCall
+    kwargs: dict[str, object]
+    provider_response: MockProviderResponse
+    label: str
+
+
+def audio_bytes() -> bytes:
+    with io.BytesIO() as buffer:
+        with wave.open(buffer, "wb") as audio:
+            audio.setnchannels(1)
+            audio.setsampwidth(2)
+            audio.setframerate(16000)
+            audio.writeframes(b"\x00\x00" * 1600)
+        return buffer.getvalue()
+
+
+def _anthropic_message_response() -> MockProviderResponse:
+    body: Final = {
+        "id": "msg_trace",
+        "type": "message",
+        "role": "assistant",
+        "model": ANTHROPIC_MODEL,
+        "content": [{"type": "text", "text": "hello"}],
+        "stop_reason": "end_turn",
+        "stop_sequence": None,
+        "usage": {"input_tokens": 2, "output_tokens": 3},
+    }
+    return MockProviderResponse(200, (("content-type", "application/json"),), json.dumps(body).encode())
+
+
+def _conversation() -> dict[str, object]:
+    return {"messages": [{"role": "user", "content": "hello"}], "max_tokens": 16}
+
+
+def _ocr_fixture(engine: Engine) -> Fixture:
+    return Fixture(
+        kwargs={
+            "model": f"mistral/{OCR_MODEL}",
+            "document": {"type": "document_url", "document_url": "https://example.com/document.pdf"},
+            **({"optional_params": {"pages": [0]}} if engine == "rust" else {"pages": [0]}),
+        },
+        provider_response=MockProviderResponse(
+            200,
+            (("content-type", "application/json"),),
+            json.dumps(
+                {
+                    "pages": [{"index": 0, "markdown": "hello"}],
+                    "model": OCR_MODEL,
+                    "usage_info": {"pages_processed": 1},
+                }
+            ).encode(),
+        ),
+    )
+
+
+def _chat_completions_fixture(engine: Engine) -> Fixture:
+    conversation: Final = _conversation()
+    payload: Final = (
+        {"messages": conversation["messages"], "optional_params": {"max_tokens": 16}}
+        if engine == "rust"
+        else conversation
+    )
+    return Fixture(
+        kwargs={"model": f"anthropic/{ANTHROPIC_MODEL}", **payload},
+        provider_response=_anthropic_message_response(),
+    )
+
+
+def _messages_fixture(engine: Engine) -> Fixture:
+    conversation: Final = _conversation()
+    payload: Final = {"body": {**conversation, "model": ANTHROPIC_MODEL}} if engine == "rust" else conversation
+    return Fixture(
+        kwargs={"model": f"anthropic/{ANTHROPIC_MODEL}", **payload},
+        provider_response=_anthropic_message_response(),
+    )
+
+
+def _transcription_fixture(engine: Engine) -> Fixture:
+    credentials: Final = {
+        "aws_access_key_id": "test-access",
+        "aws_secret_access_key": "test-secret",
+        "aws_region_name": "us-east-1",
+    }
+    payload: Final = (
+        {
+            "audio": {"data": base64.b64encode(audio_bytes()).decode(), "format": "wav"},
+            "optional_params": credentials,
+        }
+        if engine == "rust"
+        else {"file": ("sample.wav", audio_bytes(), "audio/wav"), **credentials}
+    )
+    return Fixture(
+        kwargs={"model": f"bedrock/{AUDIO_MODEL}", **payload},
+        provider_response=MockProviderResponse(
+            200,
+            (("content-type", "application/json"),),
+            json.dumps(
+                {
+                    "output": {"message": {"role": "assistant", "content": [{"text": "hello"}]}},
+                    "stopReason": "end_turn",
+                    "usage": {"inputTokens": 2, "outputTokens": 3, "totalTokens": 5},
+                }
+            ).encode(),
+        ),
+    )
+
+
+ROUTE_SPECS: Final[dict[str, RouteSpec]] = {
+    "chat_completions": RouteSpec(
+        label="anthropic",
+        python_entrypoints=("completion", "acompletion"),
+        rust_entrypoints=("chat_completions", "achat_completions"),
+        fixture=_chat_completions_fixture,
+    ),
+    "audio_transcription": RouteSpec(
+        label="bedrock (Rust-only provider; Python trace covers SDK dispatch)",
+        python_entrypoints=("transcription", "atranscription"),
+        rust_entrypoints=("transcription", "atranscription"),
+        fixture=_transcription_fixture,
+    ),
+    "messages": RouteSpec(
+        label="anthropic",
+        python_entrypoints=("create", "acreate"),
+        rust_entrypoints=("messages", "amessages"),
+        fixture=_messages_fixture,
+    ),
+    "ocr": RouteSpec(
+        label="mistral",
+        python_entrypoints=("ocr", "aocr"),
+        rust_entrypoints=("ocr", "aocr"),
+        fixture=_ocr_fixture,
+    ),
+}
+
+ROUTES: Final = tuple(ROUTE_SPECS)
+
+
+def sdk_invocation(route: str, *, engine: Engine, asynchronous: bool) -> Invocation:
+    import litellm
+    from litellm.anthropic_interface import messages as sdk_messages
+    from litellm.rust_bridge import get_native_bridge
+
+    rust: Final = engine == "rust"
+    bridge: Final = get_native_bridge() if rust else None
+    if rust and bridge is None:
+        raise RuntimeError("Build the native extension first: maturin develop")
+    spec: Final = ROUTE_SPECS.get(route)
+    if spec is None:
+        raise ValueError(f"Unknown route: {route}")
+    fixture: Final = spec.fixture(engine)
+    owner: Final = bridge if rust else (sdk_messages if route == "messages" else litellm)
+    entrypoint: Final = (spec.rust_entrypoints if rust else spec.python_entrypoints)[int(asynchronous)]
+    return Invocation(
+        function=cast(SdkCall, getattr(owner, entrypoint)),
+        kwargs={
+            **fixture.kwargs,
+            "api_key": "test-key",
+            **({"trace": True, "timeout_seconds": 5} if rust else {"timeout": 5}),
+        },
+        provider_response=fixture.provider_response,
+        label=spec.label,
+    )
diff --git a/tests/sdk_function_trace/harness.py b/tests/sdk_function_trace/harness.py
new file mode 100644
index 00000000000..8f707402449
--- /dev/null
+++ b/tests/sdk_function_trace/harness.py
@@ -0,0 +1,39 @@
+from __future__ import annotations
+
+from collections.abc import Callable, Sequence
+from dataclasses import dataclass
+from types import FunctionType
+from typing import Final, cast
+
+from tests.sdk_function_trace.profiler import FunctionTraceEvent, profile_python
+
+
+@dataclass(frozen=True, slots=True)
+class TraceStep:
+    function: FunctionType
+    depth: int
+
+
+@dataclass(frozen=True, slots=True)
+class TraceScenario:
+    steps: tuple[TraceStep, ...]
+    invoke_python: Callable[[], object]
+    invoke_rust: Callable[[], Sequence[FunctionTraceEvent]]
+
+
+def assert_function_trace_parity(scenario: TraceScenario) -> None:
+    expected: Final = tuple(
+        FunctionTraceEvent(function=step.function.__name__, depth=step.depth) for step in scenario.steps
+    )
+    functions: Final = cast(tuple[FunctionType, ...], tuple(step.function for step in scenario.steps))
+    with profile_python(functions) as profiler:
+        scenario.invoke_python()
+    python_trace: Final = tuple(profiler.events)
+    rust_trace: Final = tuple(scenario.invoke_rust())
+
+    if python_trace != expected:
+        raise AssertionError(f"Python function trace differs: {python_trace!r} != {expected!r}")
+    if rust_trace != expected:
+        raise AssertionError(f"Rust function trace differs: {rust_trace!r} != {expected!r}")
+    if python_trace != rust_trace:
+        raise AssertionError(f"Python and Rust function traces differ: {python_trace!r} != {rust_trace!r}")
diff --git a/tests/sdk_function_trace/mock_provider.py b/tests/sdk_function_trace/mock_provider.py
new file mode 100644
index 00000000000..37eca665586
--- /dev/null
+++ b/tests/sdk_function_trace/mock_provider.py
@@ -0,0 +1,67 @@
+from __future__ import annotations
+
+from collections.abc import Generator
+from contextlib import contextmanager
+from dataclasses import dataclass
+from http.server import BaseHTTPRequestHandler, ThreadingHTTPServer
+from threading import Lock, Thread
+from typing import Final, cast
+
+
+@dataclass(frozen=True, slots=True)
+class MockProviderResponse:
+    status_code: int
+    headers: tuple[tuple[str, str], ...]
+    body: bytes
+
+
+class _MockProviderServer(ThreadingHTTPServer):
+    def __init__(self, response: MockProviderResponse) -> None:
+        super().__init__(("127.0.0.1", 0), _MockProviderHandler)
+        self.response: Final = response
+        self._request_count = 0
+        self._request_count_lock: Final = Lock()
+
+    def record_request(self) -> None:
+        with self._request_count_lock:
+            self._request_count += 1
+
+    @property
+    def request_count(self) -> int:
+        with self._request_count_lock:
+            return self._request_count
+
+
+class _MockProviderHandler(BaseHTTPRequestHandler):
+    protocol_version = "HTTP/1.1"
+
+    def do_POST(self) -> None:
+        content_length: Final = int(self.headers.get("content-length", "0"))
+        self.rfile.read(content_length)
+        server: Final = cast(_MockProviderServer, self.server)
+        server.record_request()
+        self.send_response(server.response.status_code)
+        for name, value in server.response.headers:
+            self.send_header(name, value)
+        self.send_header("content-length", str(len(server.response.body)))
+        self.end_headers()
+        self.wfile.write(server.response.body)
+
+    def log_message(self, format: str, *args: object) -> None:  # noqa: A002  # matches BaseHTTPRequestHandler
+        pass
+
+
+@contextmanager
+def mock_provider(response: MockProviderResponse) -> Generator[str]:
+    server: Final = _MockProviderServer(response)
+    thread: Final = Thread(target=server.serve_forever, daemon=True)
+    thread.start()
+    host, port = cast(tuple[str, int], server.server_address)
+    try:
+        yield f"http://{host}:{port}"
+    finally:
+        server.shutdown()
+        server.server_close()
+        thread.join()
+    if server.request_count != 1:
+        raise AssertionError(f"expected one provider request, received {server.request_count}")
diff --git a/tests/sdk_function_trace/ocr-comparison.md b/tests/sdk_function_trace/ocr-comparison.md
new file mode 100644
index 00000000000..d252480e218
--- /dev/null
+++ b/tests/sdk_function_trace/ocr-comparison.md
@@ -0,0 +1,59 @@
+# OCR Python and Rust comparison
+
+Audited implementation revision: `edcba483b2`. The implementations do not match in function contracts, call structure, or all tested response behavior. This audit changes the source listing coverage, not OCR runtime behavior
+
+Run both source listings from the repository root:
+
+```bash
+python3 tests/sdk_function_trace/list_python_steps.py --route ocr --signatures --calls
+uv run tests/sdk_function_trace/list_rust_steps.py --route ocr --signatures --calls
+```
+
+Both cover Mistral, Azure AI Mistral, Azure Document Intelligence, Vertex Mistral, and Vertex DeepSeek. Listings show declarations and source call sites, not executed traces
+
+## Function contracts
+
+Comparing Python `BaseOCRConfig` with Rust `OcrProviderConfig`, omitting `self` and language-specific ownership details:
+
+| Python | Rust | Difference |
+| --- | --- | --- |
+| `get_supported_ocr_params(model)` | `supported_ocr_params()` | Name and model argument |
+| `get_api_key_env_var()` | No corresponding method | Missing contract |
+| `map_ocr_params(non_default_params, optional_params, model)` | `map_ocr_params(non_default_params)` | Missing accumulator and model |
+| `validate_environment(headers, model, api_key, api_base, litellm_params, **kwargs)` | Separate auth/key/header helpers | Different contract |
+| `get_complete_url(api_base, model, optional_params, litellm_params, **kwargs)` | `complete_url(api_base, model, optional_params, env_lookup)` | Name and context |
+| `transform_ocr_request(model, document, optional_params, headers, **kwargs)` | `transform_ocr_request(model, document, optional_params)` | Missing headers and extra context |
+| `async_transform_ocr_request(...)` | No corresponding method | Missing async override |
+| `transform_ocr_response(model, raw_response, logging_obj, **kwargs)` | `transform_ocr_response(model, response_json)` | Missing HTTP metadata, logging and extra context |
+| `async_transform_ocr_response(...)` | No corresponding method | Missing async override |
+| `get_error_class(error_message, status_code, headers)` | Central Rust error mapping | Different contract |
+
+Python's default mapper returns the supplied `optional_params`; Rust's filters `non_default_params`. Provider overrides must also be compared
+
+Python maps parameters during SDK preparation, before HTTP-handler environment validation and URL construction. Rust resolves auth and URL before mapping parameters in `prepare_provider_request`. Python has async provider transforms; both native entrypoints execute the same Rust async route using synchronous transform hooks, with polling and document downloading in gateway helpers
+
+The native bindings also accept `optional_params` and `timeout_seconds`, while the Python SDK accepts `**kwargs` and `timeout`. Public SDK calls with Rust enabled still execute Python preparation before entering Rust, so matching SDK responses would not prove matching standalone Rust steps
+
+## Runtime results
+
+Built the native extension from the audited source using `cargo build -p litellm-python-bridge --features extension-module --offline`. Supplied that build's functions through `use_litellm_rust` dependency injection. Ran public `litellm.ocr` and `litellm.aocr` with Rust disabled and enabled against identical local HTTP response fixtures, requiring one request per invocation
+
+Successful `model_dump()` results and failure exception classes were compared. These checks cover Mistral response outcomes only, not request equality, error messages, live providers, or every execution branch
+
+| Mistral response fixture | Sync | Async | Observation |
+| --- | --- | --- | --- |
+| Valid page/model/usage | Match | Match | Same normalized response |
+| Model omitted | Match | Match | Both use the requested model |
+| `model: null` | Different | Different | Python rejects; Rust uses the requested model |
+| `pages: null` | Different | Different | Python rejects; Rust returns an empty array |
+| Invalid page element | Match | Match | Both reject during response validation |
+
+Six of ten fixture/mode comparisons match, four differ. Rust's Mistral response transform conflates missing values with explicit nulls through `as_array`/`as_str` fallbacks. Python preserves explicit nulls into response validation, which rejects them
+
+## Other provider gaps found in source
+
+Azure Document Intelligence's Python configuration supports `pages`, `features`, and `req_format`; Rust lists only `pages`. Python normalizes parameters before URL construction; Rust normalizes pages during URL construction
+
+Python preserves Azure `content`, `tables`, and `keyValuePairs`, and supports retaining the native operation payload. Rust's `OcrResponseData` has no corresponding fields, and its Azure transform does not preserve those values
+
+Azure and Vertex async document transforms and Azure polling also use different helper contracts. Their runtime equivalence was not tested in this audit
diff --git a/tests/sdk_function_trace/profiler.py b/tests/sdk_function_trace/profiler.py
new file mode 100644
index 00000000000..c71c74ab0d3
--- /dev/null
+++ b/tests/sdk_function_trace/profiler.py
@@ -0,0 +1,76 @@
+from __future__ import annotations
+
+import sys
+import threading
+from collections.abc import Generator, Sequence
+from contextlib import contextmanager
+from dataclasses import dataclass
+from pathlib import Path
+from types import CodeType, FrameType, FunctionType
+from typing import Final
+
+
+@dataclass(frozen=True, slots=True)
+class FunctionTraceEvent:
+    function: str
+    depth: int
+    ancestors: tuple[str, ...] | None = None
+
+
+class PythonProfiler:
+    def __init__(self, functions: Sequence[FunctionType], source_root: Path | None = None) -> None:
+        self._source_root: Final = str(source_root.resolve()) + "/" if source_root is not None else None
+        self._names_by_code: Final = {function.__code__: function.__name__ for function in functions}
+        self._seen_frames: Final[set[FrameType]] = set()
+        self.events: Final[list[FunctionTraceEvent]] = []
+
+    def __call__(self, frame: FrameType, event: str, _arg: object) -> None:
+        if event != "call" or frame in self._seen_frames:
+            return
+        function_name: Final = self.function_name(frame.f_code)
+        if function_name is None:
+            return
+        ancestors: Final = tuple(
+            name for ancestor in _frame_ancestors(frame) if (name := self.function_name(ancestor.f_code)) is not None
+        )
+        self._seen_frames.add(frame)
+        self.events.append(
+            FunctionTraceEvent(
+                function=function_name,
+                depth=len(ancestors),
+                ancestors=ancestors if self._source_root is not None else None,
+            )
+        )
+
+    def function_name(self, code: CodeType) -> str | None:
+        if self._source_root is None:
+            return self._names_by_code.get(code)
+        if not code.co_filename.startswith(self._source_root):
+            return None
+        relative: Final = code.co_filename.removeprefix(self._source_root)
+        return f"{relative}:{code.co_firstlineno} {getattr(code, 'co_qualname', code.co_name)}"
+
+
+def _frame_ancestors(frame: FrameType) -> Generator[FrameType]:
+    ancestor: Final = frame.f_back
+    if ancestor is not None:
+        yield ancestor
+        yield from _frame_ancestors(ancestor)
+
+
+@contextmanager
+def profile_python(
+    functions: Sequence[FunctionType] = (), *, source_root: Path | None = None, threads: bool = False
+) -> Generator[PythonProfiler]:
+    profiler: Final = PythonProfiler(functions, source_root)
+    previous_thread: Final = threading.getprofile()
+    if threads:
+        threading.setprofile(profiler)
+    previous: Final = sys.getprofile()
+    sys.setprofile(profiler)
+    try:
+        yield profiler
+    finally:
+        sys.setprofile(previous)
+        if threads:
+            threading.setprofile(previous_thread)
diff --git a/tests/sdk_function_trace/report.py b/tests/sdk_function_trace/report.py
new file mode 100644
index 00000000000..9b654e571f8
--- /dev/null
+++ b/tests/sdk_function_trace/report.py
@@ -0,0 +1,175 @@
+from __future__ import annotations
+
+from dataclasses import dataclass
+from typing import Final
+
+from tests.sdk_function_trace.fixtures import ROUTE_SPECS
+from tests.sdk_function_trace.profiler import FunctionTraceEvent
+from tests.sdk_function_trace.runtime import (
+    TraceDiff,
+    TraceFailed,
+    TraceOk,
+    TraceRun,
+    TraceSkipped,
+    attempt_trace,
+    trace_diff,
+)
+from tests.sdk_function_trace.steps import Engine, pipeline_issues, pipeline_steps
+from tests.sdk_function_trace.table import format_trace_table
+
+_PYTHON_ONLY_COLOR: Final = "\033[34m"
+_RUST_ONLY_COLOR: Final = "\033[33m"
+_RESET: Final = "\033[0m"
+
+_ENGINE_COLOR: Final[dict[Engine, str]] = {"python": _PYTHON_ONLY_COLOR, "rust": _RUST_ONLY_COLOR}
+
+
+@dataclass(frozen=True, slots=True)
+class EngineReport:
+    engine: Engine
+    run: TraceRun
+    events: tuple[FunctionTraceEvent, ...]
+    steps: tuple[FunctionTraceEvent, ...]
+    issues: tuple[str, ...]
+
+
+@dataclass(frozen=True, slots=True)
+class Comparison:
+    route: str
+    label: str
+    asynchronous: bool
+    engines: tuple[EngineReport, ...]
+    diff: TraceDiff
+
+    @property
+    def comparable(self) -> bool:
+        return self.route != "audio_transcription" and all(isinstance(report.run, TraceOk) for report in self.engines)
+
+    @property
+    def passed(self) -> bool:
+        return (
+            (not self.comparable or self.diff.matches)
+            and not any(report.issues for report in self.engines)
+            and all(not isinstance(report.run, TraceFailed) for report in self.engines)
+        )
+
+
+def _events(run: TraceRun) -> tuple[FunctionTraceEvent, ...]:
+    match run:
+        case TraceOk(events=events):
+            return events
+        case TraceSkipped() | TraceFailed():
+            return ()
+
+
+def _engine_report(route: str, engine: Engine, run: TraceRun) -> EngineReport:
+    events: Final = _events(run)
+    steps: Final = pipeline_steps(route, engine, events)
+    issues: Final = pipeline_issues(route, engine, steps) if isinstance(run, TraceOk) else ()
+    return EngineReport(engine=engine, run=run, events=events, steps=steps, issues=issues)
+
+
+def compare(route: str, *, asynchronous: bool) -> Comparison:
+    runs: Final = {
+        engine: attempt_trace(route, engine=engine, asynchronous=asynchronous) for engine in ("python", "rust")
+    }
+    engines: Final = tuple(_engine_report(route, engine, run) for engine, run in runs.items())
+    return Comparison(
+        route=route,
+        label=ROUTE_SPECS[route].label,
+        asynchronous=asynchronous,
+        engines=engines,
+        diff=trace_diff(engines[0].steps, engines[1].steps),
+    )
+
+
+def _tree_line(event: FunctionTraceEvent, only: frozenset[str], marker: str, color: str, *, colorize: bool) -> str:
+    line: Final = f"{'  ' * event.depth}{event.function}" + (f"  {marker}" if event.function in only else "")
+    return f"{color}{line}{_RESET}\n" if colorize and event.function in only else f"{line}\n"
+
+
+def _tree_lines(
+    events: tuple[FunctionTraceEvent, ...],
+    only: frozenset[str],
+    marker: str,
+    color: str,
+    *,
+    colorize: bool,
+) -> tuple[str, ...]:
+    return tuple(_tree_line(event, only, marker, color, colorize=colorize) for event in events)
+
+
+def _engine_lines(
+    report: EngineReport, diff: TraceDiff, *, comparable: bool, full: bool, colorize: bool
+) -> tuple[str, ...]:
+    match report.run:
+        case TraceSkipped(reason=reason):
+            return (f"{report.engine}: SKIP ({reason})\n\n",)
+        case TraceFailed(reason=reason):
+            return (f"{report.engine}: FAIL ({reason})\n\n",)
+        case TraceOk():
+            shown: Final = report.events if full else report.steps
+            only: Final = (
+                () if full or not comparable else (diff.python_only if report.engine == "python" else diff.rust_only)
+            )
+            return (
+                f"{report.engine} ({len(shown)} steps)\n\n",
+                *_tree_lines(
+                    shown,
+                    frozenset(only),
+                    f"<- {report.engine} only",
+                    _ENGINE_COLOR[report.engine],
+                    colorize=colorize,
+                ),
+                "\n",
+            )
+
+
+def _parity_lines(comparison: Comparison) -> tuple[str, ...]:
+    if not comparison.comparable:
+        if comparison.route == "audio_transcription":
+            return ("step parity: UNAVAILABLE (Bedrock transcription has no independent Python implementation)\n",)
+        return ("step parity: UNAVAILABLE (both engines must complete)\n",)
+    diff: Final = comparison.diff
+    order: Final = "the same" if diff.shared_order_matches else "a different"
+    return (
+        "diff\n\n",
+        f"shared steps appear in {order} order\n",
+        f"python-only: {', '.join(diff.python_only) or 'none'}\n",
+        f"rust-only: {', '.join(diff.rust_only) or 'none'}\n\n",
+        f"step parity: {'PASS' if diff.matches else 'FAIL'}\n",
+    )
+
+
+def _stage_lines(comparison: Comparison) -> tuple[str, ...]:
+    return tuple(
+        f"{report.engine} "
+        f"{'SDK dispatch only' if comparison.route == 'audio_transcription' and report.engine == 'python' else 'pipeline'}: "
+        f"{'FAIL: ' + '; '.join(report.issues) if report.issues else 'PASS'}\n"
+        for report in comparison.engines
+        if isinstance(report.run, TraceOk)
+    )
+
+
+def render(comparison: Comparison, *, full: bool, colorize: bool) -> str:
+    mode: Final = "async" if comparison.asynchronous else "sync"
+    traces: Final = (
+        (format_trace_table(comparison.engines[0].steps, comparison.engines[1].steps, colorize=colorize) + "\n\n",)
+        if not full and all(isinstance(report.run, TraceOk) for report in comparison.engines)
+        else tuple(
+            line
+            for report in comparison.engines
+            for line in _engine_lines(
+                report, comparison.diff, comparable=comparison.comparable, full=full, colorize=colorize
+            )
+        )
+    )
+    return "".join(
+        (
+            f"route: {comparison.route}    provider: {comparison.label}    mode: {mode}\n\n",
+            *traces,
+            *_parity_lines(comparison),
+            *_stage_lines(comparison),
+            "Each successful invocation issued exactly one local provider request\n\n",
+        )
+    )
diff --git a/tests/sdk_function_trace/route-comparison.md b/tests/sdk_function_trace/route-comparison.md
new file mode 100644
index 00000000000..009d3544d05
--- /dev/null
+++ b/tests/sdk_function_trace/route-comparison.md
@@ -0,0 +1,26 @@
+# SDK route trace audit
+
+Run the four native HTTP route families in both modes from the repository root:
+
+```bash
+uv run python -m tests.sdk_function_trace.compare --route all --both --check
+```
+
+The local fixture matrix on 2026-09-02 completed 15 successful engine invocations and one expected skip. Every successful invocation issued exactly one local HTTP request. All five comparable route/mode pairs have identical canonical steps in the same order, with no Python-only or Rust-only steps
+
+| Route | Python async | Python sync | Rust async | Rust sync |
+| --- | --- | --- | --- | --- |
+| Chat completions, Anthropic | Pass | Pass | Pass | Pass |
+| Messages, Anthropic | Pass | Unsupported, skipped | Pass | Pass |
+| OCR, Mistral | Pass | Pass | Pass | Pass |
+| Audio transcription, Bedrock | Dispatch only | Dispatch only | Pass | Pass |
+
+The same canonical step sequence ran in sync and async for each engine with both modes available. Bedrock transcription's Python SDK delegates to Rust, so its two successful calls do not establish independent provider parity. Realtime and Responses WebSockets are outside this HTTP fixture runner
+
+Chat and OCR also have identical projected nesting in both modes. Async Messages has the same helper nesting beneath its handler, but Python starts that handler on a worker thread, so it appears as a second root. The comparison preserves this physical thread boundary and checks step order independently of absolute depth
+
+Rust now resolves chat providers and supported parameters before entering its handler. Chat and Messages validate the environment and transform requests inside their handlers. Messages builds the final URL after transformation. OCR resolves its config and maps supported parameters during preparation, then validates credentials, builds the URL, and transforms the request inside its handler. Its during-call guardrails still run before HTTP, within the provider-call lifecycle phase
+
+The environment hooks execute credential and header validation. Chat's supported-parameter hooks return OpenAI names paired with provider names and feed the existing request acceptance checks. The direct Rust API still accepts provider-mapped parameters, and its supported subset is smaller than Python's. Matching the pipeline does not establish identical parameter contracts
+
+`--check` now fails if either comparable engine has missing, extra, or reordered canonical steps, even if its individual stage checks pass. Bedrock transcription and sync Messages report `UNAVAILABLE` for cross-language parity; native execution is still checked. Passing establishes step coverage and order for one non-streaming fixture per route, not complete request, response, error, or provider parity. The previously recorded OCR response gaps remain in `ocr-comparison.md`
diff --git a/tests/sdk_function_trace/runtime.py b/tests/sdk_function_trace/runtime.py
new file mode 100644
index 00000000000..d5bf15694bc
--- /dev/null
+++ b/tests/sdk_function_trace/runtime.py
@@ -0,0 +1,128 @@
+from __future__ import annotations
+
+import asyncio
+import os
+from collections.abc import Awaitable, Generator
+from contextlib import contextmanager
+from dataclasses import dataclass
+from pathlib import Path
+from typing import Final, cast
+from unittest.mock import patch
+
+from pydantic import BaseModel, ConfigDict
+
+from tests.sdk_function_trace.fixtures import Invocation, sdk_invocation
+from tests.sdk_function_trace.mock_provider import mock_provider
+from tests.sdk_function_trace.profiler import FunctionTraceEvent, profile_python
+from tests.sdk_function_trace.steps import Engine
+
+
+class TraceEventPayload(BaseModel):
+    model_config = ConfigDict(strict=True, extra="forbid")
+    function: str
+    depth: int
+
+
+class TraceResponsePayload(BaseModel):
+    model_config = ConfigDict(strict=True, extra="forbid")
+    response: object
+    trace: tuple[TraceEventPayload, ...] | list[TraceEventPayload]
+
+
+@contextmanager
+def _python_engine() -> Generator[None]:
+    from litellm.rust_bridge import ocr as ocr_bridge
+
+    previous_ocr: Final = ocr_bridge.rust_ocr_enabled()
+    with patch.dict(os.environ, {"LITELLM_RUST": "false"}):
+        ocr_bridge.use_litellm_rust(False)
+        try:
+            yield
+        finally:
+            ocr_bridge.use_litellm_rust(previous_ocr)
+
+
+def _invoke(case: Invocation, api_base: str, *, asynchronous: bool) -> object:
+    async def invoke_async() -> object:
+        return await cast("Awaitable[object]", case.function(**case.kwargs, api_base=api_base))
+
+    if asynchronous:
+        return asyncio.run(invoke_async())
+    return case.function(**case.kwargs, api_base=api_base)
+
+
+def collect(case: Invocation, api_base: str, *, engine: Engine, asynchronous: bool) -> tuple[FunctionTraceEvent, ...]:
+    import litellm
+
+    if engine == "rust":
+        payload: Final = TraceResponsePayload.model_validate(_invoke(case, api_base, asynchronous=asynchronous))
+        return tuple(FunctionTraceEvent(event.function, event.depth) for event in payload.trace)
+    with profile_python(source_root=Path(litellm.__file__).parent, threads=True) as profiler:
+        _invoke(case, api_base, asynchronous=asynchronous)
+    return tuple(profiler.events)
+
+
+def run_trace(route: str, *, engine: Engine, asynchronous: bool = False) -> tuple[FunctionTraceEvent, ...]:
+    case: Final = sdk_invocation(route, engine=engine, asynchronous=asynchronous)
+    with _python_engine(), mock_provider(case.provider_response) as api_base:
+        events: Final = collect(case, api_base, engine=engine, asynchronous=asynchronous)
+    if not events:
+        raise RuntimeError(f"No runtime events for {route}; rebuild the native extension with tracing support")
+    return events
+
+
+@dataclass(frozen=True, slots=True)
+class TraceOk:
+    events: tuple[FunctionTraceEvent, ...]
+
+
+@dataclass(frozen=True, slots=True)
+class TraceSkipped:
+    reason: str
+
+
+@dataclass(frozen=True, slots=True)
+class TraceFailed:
+    reason: str
+
+
+TraceRun = TraceOk | TraceSkipped | TraceFailed
+
+
+def attempt_trace(route: str, *, engine: Engine, asynchronous: bool) -> TraceRun:
+    try:
+        return TraceOk(run_trace(route, engine=engine, asynchronous=asynchronous))
+    except Exception as error:
+        reason: Final = f"{type(error).__name__}: {error}"
+        if (
+            route == "messages"
+            and engine == "python"
+            and not asynchronous
+            and isinstance(error, ValueError)
+            and str(error) == "anthropic_messages_handler is not implemented for sync calls"
+        ):
+            return TraceSkipped(reason)
+        return TraceFailed(reason)
+
+
+@dataclass(frozen=True, slots=True)
+class TraceDiff:
+    python_only: tuple[str, ...]
+    rust_only: tuple[str, ...]
+    shared_order_matches: bool
+
+    @property
+    def matches(self) -> bool:
+        return not self.python_only and not self.rust_only and self.shared_order_matches
+
+
+def trace_diff(python: tuple[FunctionTraceEvent, ...], rust: tuple[FunctionTraceEvent, ...]) -> TraceDiff:
+    python_names: Final = {event.function for event in python}
+    rust_names: Final = {event.function for event in rust}
+    shared_python: Final = tuple(event.function for event in python if event.function in rust_names)
+    shared_rust: Final = tuple(event.function for event in rust if event.function in python_names)
+    return TraceDiff(
+        python_only=tuple(event.function for event in python if event.function not in rust_names),
+        rust_only=tuple(event.function for event in rust if event.function not in python_names),
+        shared_order_matches=bool(shared_python) and shared_python == shared_rust,
+    )
diff --git a/tests/sdk_function_trace/steps.py b/tests/sdk_function_trace/steps.py
new file mode 100644
index 00000000000..bb50d4ebe57
--- /dev/null
+++ b/tests/sdk_function_trace/steps.py
@@ -0,0 +1,181 @@
+from __future__ import annotations
+
+import re
+from collections.abc import Sequence
+from dataclasses import dataclass
+from functools import reduce
+from typing import Final, Literal
+
+from tests.sdk_function_trace.profiler import FunctionTraceEvent
+
+Engine = Literal["python", "rust"]
+
+
+@dataclass(frozen=True, slots=True)
+class Step:
+    name: str
+    python: re.Pattern[str] | None
+    rust: str | None
+
+
+def _step(name: str, python: str | None = None, rust: str | None = None) -> Step:
+    return Step(name, re.compile(python) if python is not None else None, rust)
+
+
+_POST: Final = r"AsyncHTTPHandler\.post$|HTTPHandler\.post$"
+
+STEPS: Final[dict[str, tuple[Step, ...]]] = {
+    "ocr": (
+        _step("ocr", r"ocr/main\.py:\d+ a?ocr$", "ocr"),
+        _step("prepare_ocr_call", r"ocr/main\.py:\d+ _prepare_ocr_request$", "prepare_ocr_call"),
+        _step("get_provider_ocr_config", r"ProviderConfigManager\.get_provider_ocr_config$", "ocr_provider_config"),
+        _step("supported_ocr_params", r"get_supported_ocr_params$", "supported_ocr_params"),
+        _step("map_ocr_params", r"(?<!async_)map_ocr_params$", "map_ocr_params"),
+        _step("validate_environment", r"(?<!_)validate_environment$", "validate_environment"),
+        _step("complete_url", r"get_complete_url$", "complete_url"),
+        _step("transform_ocr_request", r"(?<!async_)transform_ocr_request$", "transform_ocr_request"),
+        _step("execute_ocr_provider_call", r"BaseLLMHTTPHandler\.(?:async_)?ocr$", "execute_ocr_provider_call"),
+        _step("http_request", _POST, "http_request"),
+        _step("transform_ocr_response", r"(?<!async_)transform_ocr_response$", "transform_ocr_response"),
+    ),
+    "chat_completions": (
+        _step("chat_completions", r"main\.py:\d+ a?completion$", "chat_completions"),
+        _step(
+            "get_provider_chat_config",
+            r"ProviderConfigManager\.get_provider_chat_config$",
+            "chat_completions_provider_config",
+        ),
+        _step("supported_openai_params", r"get_supported_openai_params$", "supported_openai_params"),
+        _step("validate_environment", r"(?<!_)validate_environment$", "validate_environment"),
+        _step("transform_request", r"(?<!async_)transform_request$", "transform_request"),
+        _step(
+            "execute_chat_completions_provider_call",
+            r"a?completion_function$|ChatCompletion\.completion$",
+            "execute_chat_completions_provider_call",
+        ),
+        _step("http_request", _POST, "http_request"),
+        _step("transform_response", r"(?<!async_)transform_response$", "transform_response"),
+    ),
+    "messages": (
+        _step("messages", r"anthropic_interface/messages/__init__\.py:\d+ a?create$", "messages"),
+        _step(
+            "get_provider_messages_config",
+            r"ProviderConfigManager\.get_provider_anthropic_messages_config$",
+            "messages_provider_config",
+        ),
+        _step("validate_environment", r"validate_anthropic_messages_environment$", "validate_environment"),
+        _step("transform_request", r"(?<!async_)transform_anthropic_messages_request$", "transform_request"),
+        _step("complete_url", r"get_complete_url$", "complete_url"),
+        _step(
+            "execute_messages_provider_call",
+            r"(?:async_)?anthropic_messages_handler$",
+            "execute_messages_provider_call",
+        ),
+        _step("http_request", _POST, "http_request"),
+        _step("transform_response", r"(?<!async_)transform_anthropic_messages_response$", "transform_response"),
+    ),
+    "audio_transcription": (
+        _step("audio_transcription", r"main\.py:\d+ a?transcription$", "audio_transcription"),
+        _step("prepare_audio_transcription_provider_call", rust="prepare_audio_transcription_provider_call"),
+        _step("get_non_default_transcription_params", r"get_non_default_transcription_params$"),
+        _step("map_transcription_params", r"get_optional_params_transcription$", "map_transcription_params"),
+        _step(
+            "get_provider_transcription_config",
+            r"ProviderConfigManager\.get_provider_audio_transcription_config$",
+            "provider_config",
+        ),
+        _step("supported_transcription_params", rust="supported_transcription_params"),
+        _step("transform_transcription_request", rust="transform_transcription_request"),
+        _step(
+            "execute_audio_transcription_provider_call",
+            r"BedrockAudioTranscriptionRustDispatch\.(?:async_)?audio_transcriptions$",
+            "execute_audio_transcription_provider_call",
+        ),
+        _step("transform_transcription_response", rust="transform_transcription_response"),
+        _step("http_request", rust="http_request"),
+    ),
+}
+
+
+def pipeline_issues(route: str, engine: Engine, events: Sequence[FunctionTraceEvent]) -> tuple[str, ...]:
+    names: Final = tuple(event.function for event in events)
+    required: Final = tuple(step.name for step in STEPS[route] if getattr(step, engine) is not None)
+    missing: Final = tuple(f"missing {name}" for name in required if name not in names)
+    provider: Final = next(name for name in required if name.startswith("get_provider_"))
+    handler: Final = next(name for name in required if name.startswith("execute_"))
+    dispatch_only: Final = route == "audio_transcription" and engine == "python"
+    request: Final = next(
+        (name for name in required if name.startswith("transform_") and name.endswith("request")), handler
+    )
+    response: Final = next(
+        (name for name in required if name.startswith("transform_") and name.endswith("response")), handler
+    )
+    phases: Final = (
+        (route, "map_transcription_params", provider, handler)
+        if dispatch_only
+        else (route, provider, request, "http_request", response)
+    )
+    extra_edges: Final = (
+        ()
+        if dispatch_only
+        else (
+            (handler, "http_request"),
+            *((name, request) for name in required if name.startswith(("map_", "supported_"))),
+            *((name, "http_request") for name in ("validate_environment", "complete_url") if name in required),
+        )
+    )
+    edges: Final = (*zip(phases, phases[1:]), *extra_edges)
+    return missing + tuple(
+        f"{before} must precede {after}"
+        for before, after in edges
+        if before in names and after in names and names.index(before) >= names.index(after)
+    )
+
+
+def _canonical_name(route: str, engine: Engine, function: str) -> str | None:
+    for step in STEPS[route]:
+        if engine == "python":
+            if step.python is not None and step.python.search(function):
+                return step.name
+        elif step.rust is not None and function == step.rust:
+            return step.name
+    return function if engine == "rust" else None
+
+
+@dataclass(frozen=True, slots=True)
+class _Projection:
+    shown: tuple[FunctionTraceEvent, ...] = ()
+    stack: tuple[tuple[int, int], ...] = ()
+    seen: frozenset[str] = frozenset()
+
+
+def _project(route: str, engine: Engine, state: _Projection, event: FunctionTraceEvent) -> _Projection:
+    stack: Final = tuple(pair for pair in state.stack if event.depth > pair[0])
+    name: Final = _canonical_name(route, engine, event.function)
+    if name is None or name in state.seen:
+        return _Projection(state.shown, stack, state.seen)
+    depth: Final = (
+        next(
+            (
+                kept.depth + 1
+                for ancestor in event.ancestors
+                for kept in state.shown
+                if kept.function == _canonical_name(route, engine, ancestor)
+            ),
+            0,
+        )
+        if event.ancestors is not None
+        else stack[-1][1] + 1
+        if stack
+        else 0
+    )
+    return _Projection(
+        state.shown + (FunctionTraceEvent(function=name, depth=depth),),
+        stack + ((event.depth, depth),),
+        state.seen | {name},
+    )
+
+
+def pipeline_steps(route: str, engine: Engine, events: Sequence[FunctionTraceEvent]) -> tuple[FunctionTraceEvent, ...]:
+    projection: Final = reduce(lambda state, event: _project(route, engine, state, event), events, _Projection())
+    return projection.shown
diff --git a/tests/sdk_function_trace/table.py b/tests/sdk_function_trace/table.py
new file mode 100644
index 00000000000..2124d7e3faf
--- /dev/null
+++ b/tests/sdk_function_trace/table.py
@@ -0,0 +1,72 @@
+from __future__ import annotations
+
+from collections.abc import Iterator
+from difflib import SequenceMatcher
+from typing import Final
+
+from tests.sdk_function_trace.profiler import FunctionTraceEvent
+
+
+def _aligned_rows(
+    python: tuple[FunctionTraceEvent, ...], rust: tuple[FunctionTraceEvent, ...]
+) -> Iterator[tuple[FunctionTraceEvent | None, FunctionTraceEvent | None]]:
+    matcher: Final = SequenceMatcher(
+        a=tuple(event.function for event in python),
+        b=tuple(event.function for event in rust),
+        autojunk=False,
+    )
+    for tag, python_start, python_end, rust_start, rust_end in matcher.get_opcodes():
+        if tag == "equal":
+            yield from zip(python[python_start:python_end], rust[rust_start:rust_end])
+        else:
+            yield from ((event, None) for event in python[python_start:python_end])
+            yield from ((None, event) for event in rust[rust_start:rust_end])
+
+
+def _label(event: FunctionTraceEvent | None) -> str:
+    return f"{'  ' * event.depth}{event.function}" if event is not None else ""
+
+
+def _status(
+    python: FunctionTraceEvent | None,
+    rust: FunctionTraceEvent | None,
+    python_names: frozenset[str],
+    rust_names: frozenset[str],
+) -> tuple[str, str]:
+    if python is not None and rust is not None:
+        return "match", "\033[32m"
+    if python is not None:
+        return ("reordered", "\033[31m") if python.function in rust_names else ("python only", "\033[34m")
+    if rust is not None:
+        return ("reordered", "\033[31m") if rust.function in python_names else ("rust only", "\033[33m")
+    return "", ""
+
+
+def format_trace_table(
+    python: tuple[FunctionTraceEvent, ...],
+    rust: tuple[FunctionTraceEvent, ...],
+    *,
+    colorize: bool,
+) -> str:
+    python_header: Final = f"python ({len(python)} steps)"
+    rust_header: Final = f"rust ({len(rust)} steps)"
+    python_width: Final = max(len(python_header), *(len(_label(event)) for event in python), 0)
+    rust_width: Final = max(len(rust_header), *(len(_label(event)) for event in rust), 0)
+    python_names: Final = frozenset(event.function for event in python)
+    rust_names: Final = frozenset(event.function for event in rust)
+    border: Final = f"+-{'-' * python_width}-+-{'-' * rust_width}-+-------------+"
+    rows: Final = tuple(
+        f"{color}{line}\033[0m" if colorize else line
+        for left, right in _aligned_rows(python, rust)
+        for status, color in (_status(left, right, python_names, rust_names),)
+        for line in (f"| {_label(left):<{python_width}} | {_label(right):<{rust_width}} | {status:<11} |",)
+    )
+    return "\n".join(
+        (
+            border,
+            f"| {python_header:<{python_width}} | {rust_header:<{rust_width}} | {'comparison':<11} |",
+            border,
+            *rows,
+            border,
+        )
+    )
diff --git a/tests/sdk_function_trace/test_mock_provider.py b/tests/sdk_function_trace/test_mock_provider.py
new file mode 100644
index 00000000000..88d7d5392d0
--- /dev/null
+++ b/tests/sdk_function_trace/test_mock_provider.py
@@ -0,0 +1,33 @@
+from __future__ import annotations
+
+from contextlib import ExitStack
+from typing import Final
+from urllib.error import HTTPError
+from urllib.request import Request, urlopen
+
+import pytest
+
+from tests.sdk_function_trace.mock_provider import MockProviderResponse, mock_provider
+
+
+def test_mock_provider_preserves_error_response() -> None:
+    response: Final = MockProviderResponse(429, (("retry-after", "2"),), b'{"error":"rate limited"}')
+    with mock_provider(response) as api_base:
+        with pytest.raises(HTTPError) as error:
+            urlopen(Request(api_base, data=b"{}"), timeout=5)
+        with error.value as received:
+            assert received.code == 429
+            assert received.headers["retry-after"] == "2"
+            assert received.read() == response.body
+
+
+@pytest.mark.parametrize("request_count", [0, 2])
+def test_mock_provider_rejects_missing_or_duplicate_requests(request_count: int) -> None:
+    response: Final = MockProviderResponse(200, (), b"{}")
+    with ExitStack() as stack:
+        api_base: Final = stack.enter_context(mock_provider(response))
+        for _ in range(request_count):
+            with urlopen(Request(api_base, data=b"{}"), timeout=5) as received:
+                assert received.read() == response.body
+        with pytest.raises(AssertionError, match=f"expected one provider request, received {request_count}"):
+            stack.close()
diff --git a/tests/sdk_function_trace/test_profiler.py b/tests/sdk_function_trace/test_profiler.py
new file mode 100644
index 00000000000..10a266fb1e8
--- /dev/null
+++ b/tests/sdk_function_trace/test_profiler.py
@@ -0,0 +1,167 @@
+from __future__ import annotations
+
+import asyncio
+import sys
+from pathlib import Path
+from types import FunctionType
+from typing import Final, cast
+
+import pytest
+
+from tests.sdk_function_trace import (
+    FunctionTraceEvent,
+    TraceScenario,
+    TraceStep,
+    assert_function_trace_parity,
+)
+from tests.sdk_function_trace.profiler import profile_python
+
+
+class First:
+    @staticmethod
+    def run() -> None:
+        return None
+
+
+class Second:
+    @staticmethod
+    def run() -> None:
+        return None
+
+
+def test_profiler_matches_code_objects_and_keeps_repeated_calls() -> None:
+    with profile_python((First.run,)) as profiler:
+        Second.run()
+        First.run()
+        First.run()
+
+    assert profiler.events == [
+        FunctionTraceEvent(function="run", depth=0),
+        FunctionTraceEvent(function="run", depth=0),
+    ]
+
+
+def test_profiler_records_selected_function_nesting_depth() -> None:
+    class Nested:
+        @staticmethod
+        def run() -> None:
+            First.run()
+
+    with profile_python((Nested.run, First.run)) as profiler:
+        Nested.run()
+
+    assert profiler.events == [
+        FunctionTraceEvent(function="run", depth=0),
+        FunctionTraceEvent(function="run", depth=1),
+    ]
+
+
+def test_profiler_restores_previous_profiler_after_failure() -> None:
+    previous: Final = sys.getprofile()
+
+    with profile_python((First.run,)) as outer:
+        with pytest.raises(RuntimeError, match="stop"):
+            with profile_python((Second.run,)):
+                raise RuntimeError("stop")
+        assert sys.getprofile() is outer
+        First.run()
+
+    assert sys.getprofile() is previous
+    assert outer.events == [FunctionTraceEvent(function="run", depth=0)]
+
+
+def test_profiler_does_not_count_coroutine_resumption_as_another_call() -> None:
+    async def suspended() -> None:
+        await asyncio.sleep(0)
+        First.run()
+        await asyncio.sleep(0)
+
+    with profile_python((suspended, First.run)) as profiler:
+        asyncio.run(suspended())
+
+    assert profiler.events == [
+        FunctionTraceEvent(function="suspended", depth=0),
+        FunctionTraceEvent(function="run", depth=1),
+    ]
+
+
+def test_source_profiler_records_real_frame_ancestry() -> None:
+    def outer() -> None:
+        First.run()
+
+    with profile_python(source_root=Path(__file__).parent) as profiler:
+        outer()
+        Second.run()
+
+    outer_event, first_event, second_event = (
+        event for event in profiler.events if event.function.startswith("test_profiler.py:")
+    )
+    assert first_event.ancestors is not None
+    assert outer_event.function in first_event.ancestors
+    assert second_event.ancestors is not None
+    assert outer_event.function not in second_event.ancestors
+
+
+@pytest.mark.parametrize(
+    "rust_trace",
+    [
+        (),
+        (FunctionTraceEvent(function="renamed", depth=0),),
+        (FunctionTraceEvent(function="run", depth=1),),
+        (FunctionTraceEvent(function="run", depth=0),) * 2,
+    ],
+    ids=["missing", "renamed", "wrong-depth", "extra-call"],
+)
+def test_harness_rejects_rust_function_trace_drift(rust_trace: tuple[FunctionTraceEvent, ...]) -> None:
+    with pytest.raises(AssertionError, match="Rust function trace differs"):
+        assert_function_trace_parity(
+            TraceScenario(
+                steps=(TraceStep(cast(FunctionType, First.run), depth=0),),
+                invoke_python=First.run,
+                invoke_rust=lambda: rust_trace,
+            )
+        )
+
+
+def test_harness_rejects_python_function_trace_drift() -> None:
+    with pytest.raises(AssertionError, match="Python function trace differs"):
+        assert_function_trace_parity(
+            TraceScenario(
+                steps=(TraceStep(cast(FunctionType, First.run), depth=0),),
+                invoke_python=Second.run,
+                invoke_rust=lambda: (FunctionTraceEvent(function="run", depth=0),),
+            )
+        )
+
+
+def test_harness_accepts_matching_traces() -> None:
+    assert_function_trace_parity(
+        TraceScenario(
+            steps=(TraceStep(cast(FunctionType, First.run), depth=0),),
+            invoke_python=First.run,
+            invoke_rust=lambda: (FunctionTraceEvent(function="run", depth=0),),
+        )
+    )
+
+
+def test_harness_rejects_reordered_calls() -> None:
+    def begin() -> None:
+        return None
+
+    def finish() -> None:
+        return None
+
+    with pytest.raises(AssertionError, match="Rust function trace differs"):
+        assert_function_trace_parity(
+            TraceScenario(
+                steps=(
+                    TraceStep(cast(FunctionType, begin), depth=0),
+                    TraceStep(cast(FunctionType, finish), depth=0),
+                ),
+                invoke_python=lambda: (begin(), finish()),
+                invoke_rust=lambda: (
+                    FunctionTraceEvent(function="finish", depth=0),
+                    FunctionTraceEvent(function="begin", depth=0),
+                ),
+            )
+        )
diff --git a/tests/sdk_function_trace/test_runtime.py b/tests/sdk_function_trace/test_runtime.py
new file mode 100644
index 00000000000..015cba55083
--- /dev/null
+++ b/tests/sdk_function_trace/test_runtime.py
@@ -0,0 +1,47 @@
+from __future__ import annotations
+
+from typing import Final
+
+import pytest
+
+from tests.sdk_function_trace.runtime import (
+    TraceFailed,
+    TraceSkipped,
+    attempt_trace,
+    run_trace,
+    trace_diff,
+)
+from tests.sdk_function_trace.steps import pipeline_issues, pipeline_steps
+
+
+def test_sync_messages_records_the_known_python_limitation() -> None:
+    result: Final = attempt_trace("messages", engine="python", asynchronous=False)
+
+    assert isinstance(result, TraceSkipped)
+    assert result.reason == "ValueError: anthropic_messages_handler is not implemented for sync calls"
+
+
+def test_unexpected_call_failure_is_not_skipped() -> None:
+    result: Final = attempt_trace("unknown", engine="python", asynchronous=False)
+
+    assert isinstance(result, TraceFailed)
+    assert result.reason == "ValueError: Unknown route: unknown"
+
+
+@pytest.mark.parametrize(
+    ("route", "asynchronous"),
+    (("chat_completions", False), ("chat_completions", True), ("messages", True), ("ocr", False), ("ocr", True)),
+)
+def test_compiled_routes_match_python_steps(route: str, asynchronous: bool) -> None:
+    from litellm.rust_bridge import get_native_bridge
+
+    if get_native_bridge() is None:
+        pytest.skip("build the native bridge to run executed route parity")
+    python: Final = pipeline_steps(route, "python", run_trace(route, engine="python", asynchronous=asynchronous))
+    rust: Final = pipeline_steps(route, "rust", run_trace(route, engine="rust", asynchronous=asynchronous))
+
+    assert pipeline_issues(route, "python", python) == ()
+    assert pipeline_issues(route, "rust", rust) == ()
+    assert trace_diff(python, rust).matches
+    if route != "messages":
+        assert python == rust
diff --git a/tests/sdk_function_trace/test_steps.py b/tests/sdk_function_trace/test_steps.py
new file mode 100644
index 00000000000..b5432951187
--- /dev/null
+++ b/tests/sdk_function_trace/test_steps.py
@@ -0,0 +1,244 @@
+from __future__ import annotations
+
+from typing import Final
+
+import pytest
+
+from tests.sdk_function_trace.profiler import FunctionTraceEvent
+from tests.sdk_function_trace.runtime import trace_diff
+from tests.sdk_function_trace.steps import pipeline_issues, pipeline_steps
+
+
+def test_python_ocr_projection_keeps_pipeline_and_drops_noise() -> None:
+    events: Final = (
+        FunctionTraceEvent("utils.py:1747 client.<locals>.wrapper_async", 0),
+        FunctionTraceEvent("ocr/main.py:331 aocr", 1),
+        FunctionTraceEvent("ocr/main.py:70 _prepare_ocr_request", 2),
+        FunctionTraceEvent("litellm_core_utils/get_llm_provider_logic.py:142 get_llm_provider", 3),
+        FunctionTraceEvent("utils.py:9303 ProviderConfigManager.get_provider_ocr_config", 3),
+        FunctionTraceEvent("llms/mistral/ocr/transformation.py:34 MistralOCRConfig.get_supported_ocr_params", 4),
+        FunctionTraceEvent("llms/mistral/ocr/transformation.py:72 MistralOCRConfig.map_ocr_params", 4),
+        FunctionTraceEvent("llms/mistral/ocr/transformation.py:34 MistralOCRConfig.get_supported_ocr_params", 5),
+        FunctionTraceEvent("llms/custom_httpx/llm_http_handler.py:1705 BaseLLMHTTPHandler.async_ocr", 2),
+        FunctionTraceEvent("llms/mistral/ocr/transformation.py:94 MistralOCRConfig.validate_environment", 4),
+        FunctionTraceEvent("llms/mistral/ocr/transformation.py:124 MistralOCRConfig.get_complete_url", 4),
+        FunctionTraceEvent("llms/base_llm/ocr/transformation.py:209 BaseOCRConfig.async_transform_ocr_request", 5),
+        FunctionTraceEvent("llms/mistral/ocr/transformation.py:149 MistralOCRConfig.transform_ocr_request", 6),
+        FunctionTraceEvent("llms/custom_httpx/http_handler.py:654 AsyncHTTPHandler.post", 6),
+        FunctionTraceEvent("llms/base_llm/ocr/transformation.py:255 BaseOCRConfig.async_transform_ocr_response", 4),
+        FunctionTraceEvent("llms/mistral/ocr/transformation.py:200 MistralOCRConfig.transform_ocr_response", 5),
+        FunctionTraceEvent("cost_calculator.py:1874 ocr_cost", 6),
+    )
+
+    assert pipeline_steps("ocr", "python", events) == (
+        FunctionTraceEvent("ocr", 0),
+        FunctionTraceEvent("prepare_ocr_call", 1),
+        FunctionTraceEvent("get_provider_ocr_config", 2),
+        FunctionTraceEvent("supported_ocr_params", 3),
+        FunctionTraceEvent("map_ocr_params", 3),
+        FunctionTraceEvent("execute_ocr_provider_call", 1),
+        FunctionTraceEvent("validate_environment", 2),
+        FunctionTraceEvent("complete_url", 2),
+        FunctionTraceEvent("transform_ocr_request", 3),
+        FunctionTraceEvent("http_request", 3),
+        FunctionTraceEvent("transform_ocr_response", 2),
+    )
+
+
+def test_rust_ocr_projection_reuses_step_names_and_keeps_unknown_spans() -> None:
+    events: Final = (
+        FunctionTraceEvent("ocr", 0),
+        FunctionTraceEvent("prepare_ocr_call", 1),
+        FunctionTraceEvent("map_ocr_params", 2),
+        FunctionTraceEvent("supported_ocr_params", 3),
+        FunctionTraceEvent("map_ocr_params", 2),
+        FunctionTraceEvent("transform_ocr_request", 2),
+        FunctionTraceEvent("execute_ocr_provider_call", 2),
+        FunctionTraceEvent("transform_ocr_response", 3),
+        FunctionTraceEvent("new_uninstrumented_span", 3),
+    )
+
+    assert pipeline_steps("ocr", "rust", events) == (
+        FunctionTraceEvent("ocr", 0),
+        FunctionTraceEvent("prepare_ocr_call", 1),
+        FunctionTraceEvent("map_ocr_params", 2),
+        FunctionTraceEvent("supported_ocr_params", 3),
+        FunctionTraceEvent("transform_ocr_request", 2),
+        FunctionTraceEvent("execute_ocr_provider_call", 2),
+        FunctionTraceEvent("transform_ocr_response", 3),
+        FunctionTraceEvent("new_uninstrumented_span", 3),
+    )
+
+
+def test_projection_resets_depth_on_thread_root() -> None:
+    events: Final = (
+        FunctionTraceEvent("main.py:387 acompletion", 1),
+        FunctionTraceEvent("llms/anthropic/chat/handler.py:255 AnthropicChatCompletion.acompletion_function", 2),
+        FunctionTraceEvent(
+            "llms/anthropic/experimental_pass_through/messages/handler.py:416 anthropic_messages_handler", 0
+        ),
+        FunctionTraceEvent(
+            "llms/anthropic/experimental_pass_through/messages/transformation.py:575"
+            " AnthropicMessagesConfig.transform_anthropic_messages_request",
+            4,
+        ),
+    )
+
+    assert pipeline_steps("chat_completions", "python", events) == (
+        FunctionTraceEvent("chat_completions", 0),
+        FunctionTraceEvent("execute_chat_completions_provider_call", 1),
+    )
+    assert pipeline_steps("messages", "python", events) == (
+        FunctionTraceEvent("execute_messages_provider_call", 0),
+        FunctionTraceEvent("transform_request", 1),
+    )
+
+
+@pytest.mark.parametrize("function", ("completion", "completion_function", "acompletion_function"))
+def test_chat_projection_includes_sync_and_async_handlers(function: str) -> None:
+    events: Final = (FunctionTraceEvent(f"llms/anthropic/chat/handler.py:100 AnthropicChatCompletion.{function}", 0),)
+
+    assert pipeline_steps("chat_completions", "python", events) == (
+        FunctionTraceEvent("execute_chat_completions_provider_call", 0),
+    )
+
+
+def test_trace_diff_reports_no_difference_for_identical_steps() -> None:
+    steps: Final = (
+        FunctionTraceEvent("ocr", 0),
+        FunctionTraceEvent("transform_ocr_request", 1),
+    )
+
+    diff: Final = trace_diff(steps, steps)
+
+    assert diff.python_only == ()
+    assert diff.rust_only == ()
+    assert diff.shared_order_matches
+    assert diff.matches
+
+
+def test_trace_diff_reports_exclusive_steps_and_reordered_shared_steps() -> None:
+    python: Final = (
+        FunctionTraceEvent("ocr", 0),
+        FunctionTraceEvent("supported_ocr_params", 1),
+        FunctionTraceEvent("map_ocr_params", 1),
+        FunctionTraceEvent("http_request", 2),
+    )
+    rust: Final = (
+        FunctionTraceEvent("ocr", 0),
+        FunctionTraceEvent("map_ocr_params", 1),
+        FunctionTraceEvent("supported_ocr_params", 2),
+        FunctionTraceEvent("transform_ocr_response", 2),
+    )
+
+    diff: Final = trace_diff(python, rust)
+
+    assert diff.python_only == ("http_request",)
+    assert diff.rust_only == ("transform_ocr_response",)
+    assert not diff.shared_order_matches
+    assert not diff.matches
+
+
+def test_trace_diff_does_not_claim_empty_or_disjoint_traces_match() -> None:
+    assert not trace_diff((), ()).shared_order_matches
+    assert not trace_diff((FunctionTraceEvent("ocr", 0),), (FunctionTraceEvent("messages", 0),)).shared_order_matches
+
+
+def test_projection_uses_actual_ancestors_after_coroutine_resumption() -> None:
+    entrypoint: Final = "main.py:387 acompletion"
+    handler: Final = "llms/anthropic/chat/handler.py:255 AnthropicChatCompletion.acompletion_function"
+    events: Final = (
+        FunctionTraceEvent(entrypoint, 0, ()),
+        FunctionTraceEvent(handler, 1, (entrypoint,)),
+        FunctionTraceEvent("utils.py:100 unrelated_worker", 0, ()),
+        FunctionTraceEvent("llms/anthropic/chat/transformation.py:100 transform_response", 1, (handler,)),
+    )
+
+    assert pipeline_steps("chat_completions", "python", events) == (
+        FunctionTraceEvent("chat_completions", 0),
+        FunctionTraceEvent("execute_chat_completions_provider_call", 1),
+        FunctionTraceEvent("transform_response", 2),
+    )
+
+
+def test_projection_does_not_nest_siblings_under_a_returned_config_lookup() -> None:
+    events: Final = (
+        FunctionTraceEvent("main.py:387 completion", 0),
+        FunctionTraceEvent("utils.py:100 ProviderConfigManager.get_provider_chat_config", 1),
+        FunctionTraceEvent("utils.py:200 unrelated_helper", 1),
+        FunctionTraceEvent("llms/anthropic/chat/transformation.py:100 transform_request", 2),
+    )
+
+    assert pipeline_steps("chat_completions", "python", events) == (
+        FunctionTraceEvent("chat_completions", 0),
+        FunctionTraceEvent("get_provider_chat_config", 1),
+        FunctionTraceEvent("transform_request", 1),
+    )
+
+
+CHAT_RUST_STEPS: Final = (
+    "chat_completions",
+    "get_provider_chat_config",
+    "supported_openai_params",
+    "execute_chat_completions_provider_call",
+    "validate_environment",
+    "transform_request",
+    "http_request",
+    "transform_response",
+)
+
+
+@pytest.mark.parametrize("missing", CHAT_RUST_STEPS)
+def test_pipeline_check_rejects_missing_stages(missing: str) -> None:
+    steps: Final = tuple(FunctionTraceEvent(name, 0) for name in CHAT_RUST_STEPS if name != missing)
+
+    assert f"missing {missing}" in pipeline_issues("chat_completions", "rust", steps)
+
+
+def test_pipeline_check_rejects_http_before_request_transformation() -> None:
+    steps: Final = tuple(
+        FunctionTraceEvent(name, 0)
+        for name in (
+            "chat_completions",
+            "get_provider_chat_config",
+            "supported_openai_params",
+            "execute_chat_completions_provider_call",
+            "validate_environment",
+            "http_request",
+            "transform_request",
+            "transform_response",
+        )
+    )
+
+    assert "transform_request must precede http_request" in pipeline_issues("chat_completions", "rust", steps)
+
+
+def test_step_parity_rejects_different_handler_boundaries_even_with_valid_stages() -> None:
+    rust: Final = tuple(FunctionTraceEvent(name, 0) for name in CHAT_RUST_STEPS)
+    python: Final = tuple(
+        FunctionTraceEvent(name, 0)
+        for name in (
+            "chat_completions",
+            "get_provider_chat_config",
+            "supported_openai_params",
+            "validate_environment",
+            "transform_request",
+            "execute_chat_completions_provider_call",
+            "http_request",
+            "transform_response",
+        )
+    )
+
+    assert not trace_diff(python, rust).shared_order_matches
+    assert not trace_diff(python, rust).matches
+    assert pipeline_issues("chat_completions", "python", python) == ()
+    assert pipeline_issues("chat_completions", "rust", rust) == ()
+
+
+def test_step_parity_rejects_an_exclusive_helper_with_matching_shared_order() -> None:
+    rust: Final = tuple(FunctionTraceEvent(name, 0) for name in CHAT_RUST_STEPS)
+    python: Final = (*rust, FunctionTraceEvent("unmatched_helper", 0))
+    diff: Final = trace_diff(python, rust)
+
+    assert diff.shared_order_matches
+    assert not diff.matches
diff --git a/tests/sdk_function_trace/test_table.py b/tests/sdk_function_trace/test_table.py
new file mode 100644
index 00000000000..c2341a391a9
--- /dev/null
+++ b/tests/sdk_function_trace/test_table.py
@@ -0,0 +1,67 @@
+from __future__ import annotations
+
+import re
+from typing import Final
+
+from tests.sdk_function_trace.profiler import FunctionTraceEvent
+from tests.sdk_function_trace.table import format_trace_table
+
+
+def test_table_aligns_matches_after_missing_steps_and_preserves_indentation() -> None:
+    python: Final = (
+        FunctionTraceEvent("ocr", 0),
+        FunctionTraceEvent("python_helper", 1),
+        FunctionTraceEvent("http_request", 2),
+    )
+    rust: Final = (
+        FunctionTraceEvent("ocr", 0),
+        FunctionTraceEvent("rust_helper", 1),
+        FunctionTraceEvent("http_request", 1),
+    )
+    output: Final = format_trace_table(python, rust, colorize=False)
+    rows: Final = tuple(line.split("|")[1:-1] for line in output.splitlines() if line.startswith("|"))
+
+    assert tuple(tuple(cell.strip() for cell in row) for row in rows) == (
+        ("python (3 steps)", "rust (3 steps)", "comparison"),
+        ("ocr", "ocr", "match"),
+        ("python_helper", "", "python only"),
+        ("", "rust_helper", "rust only"),
+        ("http_request", "http_request", "match"),
+    )
+    assert rows[-1][0].startswith("     http_request")
+    assert rows[-1][1].startswith("   http_request")
+    assert len({len(line) for line in output.splitlines()}) == 1
+    assert "\033[" not in output
+
+
+def test_table_marks_reordered_calls_and_keeps_both_execution_orders() -> None:
+    python: Final = tuple(FunctionTraceEvent(name, 0) for name in ("ocr", "map", "validate", "http"))
+    rust: Final = tuple(FunctionTraceEvent(name, 0) for name in ("ocr", "validate", "map", "http"))
+    output: Final = format_trace_table(python, rust, colorize=True)
+    plain: Final = re.sub(r"\033\[[0-9;]*m", "", output)
+    rows: Final = tuple(line.split("|")[1:-1] for line in plain.splitlines() if line.startswith("|"))[1:]
+
+    assert tuple(row[0].strip() for row in rows if row[0].strip()) == tuple(event.function for event in python)
+    assert tuple(row[1].strip() for row in rows if row[1].strip()) == tuple(event.function for event in rust)
+    assert plain.count("reordered") == 2
+    assert output.count("\033[31m") == 2
+    assert "only" not in output
+
+
+def test_table_colors_match_and_exclusive_rows_without_changing_alignment() -> None:
+    python: Final = (FunctionTraceEvent("ocr", 0), FunctionTraceEvent("python_helper", 1))
+    rust: Final = (FunctionTraceEvent("ocr", 0), FunctionTraceEvent("rust_helper", 1))
+    colored: Final = format_trace_table(python, rust, colorize=True)
+
+    assert re.sub(r"\033\[[0-9;]*m", "", colored) == format_trace_table(python, rust, colorize=False)
+    assert next(line for line in colored.splitlines() if "match" in line).startswith("\033[32m")
+    assert next(line for line in colored.splitlines() if "python only" in line).startswith("\033[34m")
+    assert next(line for line in colored.splitlines() if "rust only" in line).startswith("\033[33m")
+
+
+def test_table_handles_empty_traces() -> None:
+    output: Final = format_trace_table((), (), colorize=False)
+
+    assert "python (0 steps)" in output
+    assert "rust (0 steps)" in output
+    assert "match" not in output
diff --git a/tests/test_litellm/a2a_protocol/providers/bedrock_agentcore/test_bedrock_agentcore_a2a.py b/tests/test_litellm/a2a_protocol/providers/bedrock_agentcore/test_bedrock_agentcore_a2a.py
index 5503a5668bf..a8fe464ec32 100644
--- a/tests/test_litellm/a2a_protocol/providers/bedrock_agentcore/test_bedrock_agentcore_a2a.py
+++ b/tests/test_litellm/a2a_protocol/providers/bedrock_agentcore/test_bedrock_agentcore_a2a.py
@@ -11,7 +11,9 @@ Verifies that:
 
 import json
 
+import httpx
 import pytest
+import respx
 from unittest.mock import AsyncMock, MagicMock, patch
 
 
@@ -295,6 +297,195 @@ class TestTransformation:
         assert headers["Authorization"].startswith("AWS4-HMAC-SHA256")
 
 
+SESSION_HEADER = "X-Amzn-Bedrock-AgentCore-Runtime-Session-Id"
+CONTEXT_ID = "conversation-alpha-0001-0000000000000000"
+KEY_HASH = "hashed-key-of-caller-one"
+
+
+def _params_with_context(context_id: object) -> dict:
+    return {"message": {**SAMPLE_PARAMS["message"], "contextId": context_id}}
+
+
+def _scoped(context_id: str, key_hash: str) -> str:
+    import hashlib
+
+    return f"{hashlib.sha256(key_hash.encode()).hexdigest()[:16]}-{context_id}"
+
+
+def _session_header(params: dict, litellm_params: dict) -> str:
+    from litellm.a2a_protocol.providers.bedrock_agentcore.transformation import (
+        BedrockAgentCoreA2ATransformation,
+    )
+
+    _, headers, _ = BedrockAgentCoreA2ATransformation.get_url_and_signed_request(
+        request_id="req-001",
+        params=params,
+        litellm_params=litellm_params,
+    )
+    return headers[SESSION_HEADER]
+
+
+@pytest.fixture
+def httpx_transport(monkeypatch):
+    import litellm
+
+    monkeypatch.setattr(litellm, "disable_aiohttp_transport", True)
+    monkeypatch.setenv("DISABLE_AIOHTTP_TRANSPORT", "True")
+    litellm.in_memory_llm_clients_cache.flush_cache()
+    yield
+    litellm.in_memory_llm_clients_cache.flush_cache()
+
+
+class TestRequestScopedRuntimeSession:
+    """message.contextId selects the AgentCore runtime session, scoped to the calling key."""
+
+    def test_context_id_scoped_to_calling_key(self):
+        from litellm.a2a_protocol.litellm_completion_bridge.handler import (
+            A2A_USER_API_KEY_HASH_PARAM,
+        )
+
+        litellm_params = {**SAMPLE_LITELLM_PARAMS, A2A_USER_API_KEY_HASH_PARAM: KEY_HASH}
+        assert _session_header(_params_with_context(CONTEXT_ID), litellm_params) == _scoped(CONTEXT_ID, KEY_HASH)
+
+    def test_context_id_used_verbatim_without_principal(self):
+        assert _session_header(_params_with_context(CONTEXT_ID), SAMPLE_LITELLM_PARAMS) == CONTEXT_ID
+
+    def test_same_context_id_reuses_session_and_other_context_isolated(self):
+        first = _session_header(_params_with_context(CONTEXT_ID), SAMPLE_LITELLM_PARAMS)
+        second = _session_header(_params_with_context(CONTEXT_ID), SAMPLE_LITELLM_PARAMS)
+        other = _session_header(
+            _params_with_context("conversation-beta-00002-0000000000000000"),
+            SAMPLE_LITELLM_PARAMS,
+        )
+        assert first == second
+        assert other != first
+
+    def test_same_context_id_from_different_keys_is_isolated(self):
+        from litellm.a2a_protocol.litellm_completion_bridge.handler import (
+            A2A_USER_API_KEY_HASH_PARAM,
+        )
+
+        params = _params_with_context(CONTEXT_ID)
+        caller_one = _session_header(params, {**SAMPLE_LITELLM_PARAMS, A2A_USER_API_KEY_HASH_PARAM: KEY_HASH})
+        caller_two = _session_header(
+            params, {**SAMPLE_LITELLM_PARAMS, A2A_USER_API_KEY_HASH_PARAM: "hashed-key-of-caller-two"}
+        )
+        assert caller_one != caller_two
+        assert caller_one.endswith(f"-{CONTEXT_ID}")
+        assert caller_two.endswith(f"-{CONTEXT_ID}")
+
+    def test_context_id_takes_precedence_over_configured_session(self):
+        litellm_params = {**SAMPLE_LITELLM_PARAMS, "runtimeSessionId": "a" * 40}
+        assert _session_header(_params_with_context(CONTEXT_ID), litellm_params) == CONTEXT_ID
+
+    def test_configured_session_is_fallback_without_context_id(self):
+        litellm_params = {**SAMPLE_LITELLM_PARAMS, "runtimeSessionId": "a" * 40}
+        assert _session_header(SAMPLE_PARAMS, litellm_params) == "a" * 40
+        assert _session_header(_params_with_context(""), litellm_params) == "a" * 40
+
+    def test_no_context_id_and_no_config_generates_new_session_per_request(self):
+        first = _session_header(SAMPLE_PARAMS, SAMPLE_LITELLM_PARAMS)
+        second = _session_header(SAMPLE_PARAMS, SAMPLE_LITELLM_PARAMS)
+        assert first != second
+        assert 33 <= len(first) <= 256
+
+    @pytest.mark.parametrize(
+        "context_id",
+        [
+            "short-context-id",
+            "x" * 257,
+        ],
+    )
+    def test_invalid_context_id_rejected_with_clear_error(self, context_id):
+        import litellm
+
+        with pytest.raises(litellm.BadRequestError, match="Invalid AgentCore runtime session id") as exc_info:
+            _session_header(_params_with_context(context_id), SAMPLE_LITELLM_PARAMS)
+        assert exc_info.value.status_code == 400
+        assert "33-256" in str(exc_info.value)
+
+    def test_scoped_context_id_shorter_than_33_rejected(self):
+        import litellm
+        from litellm.a2a_protocol.litellm_completion_bridge.handler import (
+            A2A_USER_API_KEY_HASH_PARAM,
+        )
+
+        litellm_params = {**SAMPLE_LITELLM_PARAMS, A2A_USER_API_KEY_HASH_PARAM: KEY_HASH}
+        with pytest.raises(litellm.BadRequestError, match=_scoped("c" * 15, KEY_HASH)):
+            _session_header(_params_with_context("c" * 15), litellm_params)
+        assert _session_header(_params_with_context("c" * 16), litellm_params) == _scoped("c" * 16, KEY_HASH)
+
+    def test_invalid_configured_session_rejected(self):
+        import litellm
+
+        litellm_params = {**SAMPLE_LITELLM_PARAMS, "runtimeSessionId": "too-short"}
+        with pytest.raises(litellm.BadRequestError, match="Invalid AgentCore runtime session id"):
+            _session_header(SAMPLE_PARAMS, litellm_params)
+
+    def test_non_string_context_id_falls_back(self):
+        litellm_params = {**SAMPLE_LITELLM_PARAMS, "runtimeSessionId": "a" * 40}
+        assert _session_header(_params_with_context(12345), litellm_params) == "a" * 40
+
+    def test_spoofed_session_header_does_not_override_context_id(self):
+        from litellm.a2a_protocol.providers.bedrock_agentcore.transformation import (
+            BedrockAgentCoreA2ATransformation,
+        )
+
+        _, headers, _ = BedrockAgentCoreA2ATransformation.get_url_and_signed_request(
+            request_id="req-001",
+            params=_params_with_context(CONTEXT_ID),
+            litellm_params=SAMPLE_LITELLM_PARAMS,
+            agent_extra_headers={SESSION_HEADER: "s" * 40},
+        )
+        assert headers[SESSION_HEADER] == CONTEXT_ID
+
+    @pytest.mark.asyncio
+    async def test_context_id_session_header_on_outbound_non_streaming_post(self, httpx_transport):
+        from litellm.a2a_protocol.litellm_completion_bridge.handler import (
+            A2A_USER_API_KEY_HASH_PARAM,
+        )
+        from litellm.a2a_protocol.providers.bedrock_agentcore.config import (
+            BedrockAgentCoreA2AConfig,
+        )
+
+        with respx.mock(assert_all_called=True) as router:
+            route = router.post(url__regex=r".*/invocations.*").mock(
+                return_value=httpx.Response(200, json={"jsonrpc": "2.0", "id": "req-001", "result": {}})
+            )
+            await BedrockAgentCoreA2AConfig().handle_non_streaming(
+                request_id="req-001",
+                params=_params_with_context(CONTEXT_ID),
+                litellm_params={**SAMPLE_LITELLM_PARAMS, A2A_USER_API_KEY_HASH_PARAM: KEY_HASH},
+            )
+
+        assert route.calls.last.request.headers[SESSION_HEADER] == _scoped(CONTEXT_ID, KEY_HASH)
+
+    @pytest.mark.asyncio
+    async def test_context_id_session_header_on_outbound_streaming_post(self, httpx_transport):
+        from litellm.a2a_protocol.litellm_completion_bridge.handler import (
+            A2A_USER_API_KEY_HASH_PARAM,
+        )
+        from litellm.a2a_protocol.providers.bedrock_agentcore.config import (
+            BedrockAgentCoreA2AConfig,
+        )
+
+        with respx.mock(assert_all_called=True) as router:
+            route = router.post(url__regex=r".*/invocations.*").mock(
+                return_value=httpx.Response(200, json={"jsonrpc": "2.0", "id": "req-001", "result": {}})
+            )
+            events = [
+                event
+                async for event in BedrockAgentCoreA2AConfig().handle_streaming(
+                    request_id="req-001",
+                    params=_params_with_context(CONTEXT_ID),
+                    litellm_params={**SAMPLE_LITELLM_PARAMS, A2A_USER_API_KEY_HASH_PARAM: KEY_HASH},
+                )
+            ]
+
+        assert events == [{"jsonrpc": "2.0", "id": "req-001", "result": {}}]
+        assert route.calls.last.request.headers[SESSION_HEADER] == _scoped(CONTEXT_ID, KEY_HASH)
+
+
 class TestNonStreaming:
     """Test end-to-end non-streaming flow."""
 
diff --git a/tests/test_litellm/anthropic_interface/test_rust_bridge_messages.py b/tests/test_litellm/anthropic_interface/test_rust_bridge_messages.py
index fbd7e36e298..293f75b7592 100644
--- a/tests/test_litellm/anthropic_interface/test_rust_bridge_messages.py
+++ b/tests/test_litellm/anthropic_interface/test_rust_bridge_messages.py
@@ -8,6 +8,7 @@ import pytest
 
 import litellm
 from litellm.llms.custom_httpx.llm_http_handler import BaseLLMHTTPHandler
+from litellm.rust_bridge import configuration
 from litellm.types.llms.anthropic_messages.anthropic_response import (
     AnthropicMessagesResponse,
 )
@@ -109,10 +110,12 @@ class RaisingAsyncMessages:
 
 @pytest.fixture(autouse=True)
 def _reset_rust_flag():
-    litellm.use_litellm_rust(False, messages=None, amessages=None)
+    rust_messages.set_rust_messages(messages=None, amessages=None)
+    configuration.reset_rust_configuration()
     rust_bridge_loader._cached_bridge = rust_bridge_loader._BRIDGE_SENTINEL
     yield
-    litellm.use_litellm_rust(False, messages=None, amessages=None)
+    rust_messages.set_rust_messages(messages=None, amessages=None)
+    configuration.reset_rust_configuration()
     rust_bridge_loader._cached_bridge = rust_bridge_loader._BRIDGE_SENTINEL
 
 
@@ -122,17 +125,6 @@ def test_load_rust_messages_returns_injected_impl():
     assert rust_messages.load_rust_messages() is bridge
 
 
-def test_configuring_messages_does_not_enable_ocr():
-    from litellm.rust_bridge.ocr import rust_ocr_enabled
-
-    litellm.use_litellm_rust(False)
-    assert rust_ocr_enabled() is False
-
-    litellm.use_litellm_rust(True, messages=RecordingMessages())
-
-    assert rust_ocr_enabled() is False
-
-
 def test_bare_use_litellm_rust_still_toggles_ocr():
     from litellm.rust_bridge.ocr import rust_ocr_enabled
 
@@ -264,7 +256,7 @@ async def test_gate_falls_back_to_python_when_bridge_raises():
 @pytest.mark.asyncio
 async def test_gate_skips_rust_when_flag_absent():
     bridge = ExplodingAsyncMessages()
-    litellm.use_litellm_rust(True, amessages=bridge)
+    rust_messages.set_rust_messages(amessages=bridge)
 
     response = await _gate(litellm_params=GenericLiteLLMParams(api_key="sk-azure"))
 
@@ -272,6 +264,18 @@ async def test_gate_skips_rust_when_flag_absent():
     assert bridge.calls == 0
 
 
+@pytest.mark.asyncio
+async def test_gate_uses_process_enable_without_request_override():
+    bridge = RecordingAsyncMessages()
+    rust_messages.set_rust_messages(amessages=bridge)
+    litellm.use_litellm_rust(True)
+
+    response = await _gate(litellm_params=GenericLiteLLMParams(api_key="sk-azure"))
+
+    assert response is not None
+    assert bridge.calls[0]["custom_llm_provider"] == "azure_ai"
+
+
 @pytest.mark.asyncio
 async def test_gate_skips_rust_when_flag_false():
     bridge = ExplodingAsyncMessages()
@@ -305,7 +309,7 @@ async def test_gate_invokes_rust_for_native_anthropic_provider():
 @pytest.mark.asyncio
 async def test_gate_invokes_rust_when_env_var_set(monkeypatch):
     bridge = RecordingAsyncMessages()
-    litellm.use_litellm_rust(True, amessages=bridge)
+    rust_messages.set_rust_messages(amessages=bridge)
     monkeypatch.setenv("LITELLM_RUST", "1")
 
     response = await _gate(
@@ -320,7 +324,7 @@ async def test_gate_invokes_rust_when_env_var_set(monkeypatch):
 @pytest.mark.asyncio
 async def test_gate_env_var_falsey_does_not_enable(monkeypatch):
     bridge = ExplodingAsyncMessages()
-    litellm.use_litellm_rust(True, amessages=bridge)
+    rust_messages.set_rust_messages(amessages=bridge)
     monkeypatch.setenv("LITELLM_RUST", "0")
 
     response = await _gate(
diff --git a/tests/test_litellm/completion_extras/litellm_responses_transformation/test_completion_extras_litellm_responses_transformation_transformation.py b/tests/test_litellm/completion_extras/litellm_responses_transformation/test_completion_extras_litellm_responses_transformation_transformation.py
index 21b60d7a216..6590718878d 100644
--- a/tests/test_litellm/completion_extras/litellm_responses_transformation/test_completion_extras_litellm_responses_transformation_transformation.py
+++ b/tests/test_litellm/completion_extras/litellm_responses_transformation/test_completion_extras_litellm_responses_transformation_transformation.py
@@ -1295,6 +1295,19 @@ def test_text_plus_tool_calls_sequence():
 # =============================================================================
 
 
+def test_developer_message_content_uses_input_text():
+    handler = LiteLLMResponsesTransformationHandler()
+
+    input_items, instructions = handler.convert_chat_completion_messages_to_responses_api(
+        [{"role": "developer", "content": "Always answer in French."}]
+    )
+
+    assert instructions is None
+    assert input_items == [
+        {"type": "message", "role": "developer", "content": [{"type": "input_text", "text": "Always answer in French."}]}
+    ]
+
+
 def test_tool_message_output_uses_input_text_not_output_text():
     """
     Test that tool message content uses input_text type, not output_text.
diff --git a/tests/test_litellm/containers/test_container_api.py b/tests/test_litellm/containers/test_container_api.py
index 885c4cd294a..16a3844431e 100644
--- a/tests/test_litellm/containers/test_container_api.py
+++ b/tests/test_litellm/containers/test_container_api.py
@@ -152,6 +152,42 @@ class TestContainerAPI:
             assert response.id == "cntr_async_123"
             assert response.name == "Async Test Container"
 
+    @pytest.mark.asyncio
+    async def test_acreate_container_encodes_router_model_id(self):
+        """
+        The async handler returns a coroutine, so the managed-ID encoding must run
+        after it resolves. Otherwise follow-up calls (retrieve/delete/files) lose the
+        deployment and fall back to global provider credentials.
+        """
+        upstream_response = ContainerObject(
+            id="cntr_upstream_123",
+            object="container",
+            created_at=1747857508,
+            status="running",
+            expires_after={"anchor": "last_active_at", "minutes": 20},
+            last_active_at=1747857508,
+            name="Routed Container",
+        )
+
+        async def _resolve_upstream():
+            return upstream_response
+
+        with patch.object(  # test-quality-ok: create_container exposes no client seam, only the handler
+            base_llm_http_handler,
+            "container_create_handler",
+            side_effect=lambda **kwargs: _resolve_upstream() if kwargs["_is_async"] else upstream_response,
+        ):
+            response = await acreate_container(
+                name="Routed Container",
+                custom_llm_provider="openai",
+                litellm_metadata={"model_info": {"id": "deployment-abc"}},
+            )
+
+        decoded = ResponsesAPIRequestUtils._decode_container_id(response.id)
+        assert decoded["model_id"] == "deployment-abc"
+        assert decoded["custom_llm_provider"] == "openai"
+        assert decoded["response_id"] == "cntr_upstream_123"
+
     @pytest.mark.asyncio
     async def test_alist_containers_basic(self):
         """Test basic async container listing functionality."""
diff --git a/tests/test_litellm/enterprise/enterprise_callbacks/test_secret_detection.py b/tests/test_litellm/enterprise/enterprise_callbacks/test_secret_detection.py
new file mode 100644
index 00000000000..dc1cbb9983e
--- /dev/null
+++ b/tests/test_litellm/enterprise/enterprise_callbacks/test_secret_detection.py
@@ -0,0 +1,274 @@
+"""Tests for the hide-secrets guardrail (LIT-3548).
+
+Covers the three defects from the ticket:
+- ``apply_guardrail`` (the UI test playground path) must redact, not echo.
+- Guardrail runs must record ``standard_logging_guardrail_information`` so
+  Spend Logs / the guardrails monitor show activity, with hits ("mask" +
+  masked_entity_count) distinguishable from clean requests ("allow").
+- Defining ``apply_guardrail`` must NOT reroute proxied traffic off the
+  native ``async_pre_call_hook`` (per-key opt-out and ``data["prompt"]``
+  handling live only on the native path).
+"""
+
+import pytest
+
+from litellm_enterprise.enterprise_callbacks.secret_detection import (
+    _ENTERPRISE_SecretDetection,
+)
+from litellm.caching.caching import DualCache
+from litellm.proxy._types import UserAPIKeyAuth
+
+AWS_KEY = "AKIAIOSFODNN7EXAMPLE"
+
+
+def _guardrail() -> _ENTERPRISE_SecretDetection:
+    return _ENTERPRISE_SecretDetection(
+        guardrail_name="hide-secrets", event_hook="pre_call", default_on=True
+    )
+
+
+def _recorded(request_data: dict) -> dict:
+    entries = request_data["metadata"]["standard_logging_guardrail_information"]
+    assert len(entries) == 1
+    return entries[0]
+
+
+@pytest.mark.asyncio
+async def test_apply_guardrail_redacts_secrets():
+    """Playground path: the returned texts must carry [REDACTED], not the secret."""
+    guardrail = _guardrail()
+    request_data: dict = {"metadata": {}}
+
+    result = await guardrail.apply_guardrail(
+        inputs={"texts": [f"my key is {AWS_KEY}, keep it safe"]},
+        request_data=request_data,
+        input_type="request",
+    )
+
+    assert result["texts"] == ["my key is [REDACTED], keep it safe"]
+
+    recorded = _recorded(request_data)
+    assert recorded["guardrail_status"] == "success"
+    assert recorded["guardrail_response"] == "mask"
+    assert recorded["guardrail_provider"] == "hide-secrets"
+    assert recorded["masked_entity_count"] == {"AWS Access Key": 1}
+
+
+@pytest.mark.asyncio
+async def test_apply_guardrail_clean_text_records_allow():
+    guardrail = _guardrail()
+    request_data: dict = {"metadata": {}}
+
+    result = await guardrail.apply_guardrail(
+        inputs={"texts": ["nothing sensitive here"]},
+        request_data=request_data,
+        input_type="request",
+    )
+
+    assert result["texts"] == ["nothing sensitive here"]
+
+    recorded = _recorded(request_data)
+    assert recorded["guardrail_status"] == "success"
+    assert recorded["guardrail_response"] == "allow"
+    assert recorded["masked_entity_count"] == {}
+
+
+@pytest.mark.asyncio
+async def test_pre_call_hook_records_mask_with_entity_count():
+    """Live-traffic path: a redaction must be visible in spend-log telemetry."""
+    guardrail = _guardrail()
+    data = {
+        "messages": [{"role": "user", "content": f"use {AWS_KEY} for auth"}],
+        "metadata": {},
+    }
+
+    await guardrail.async_pre_call_hook(
+        user_api_key_dict=UserAPIKeyAuth(),
+        cache=DualCache(),
+        data=data,
+        call_type="completion",
+    )
+
+    assert data["messages"][0]["content"] == "use [REDACTED] for auth"
+
+    recorded = _recorded(data)
+    assert recorded["guardrail_status"] == "success"
+    assert recorded["guardrail_response"] == "mask"
+    assert recorded["guardrail_provider"] == "hide-secrets"
+    assert recorded["masked_entity_count"] == {"AWS Access Key": 1}
+
+
+@pytest.mark.asyncio
+async def test_pre_call_hook_clean_request_records_allow():
+    """A request with no secrets must be distinguishable from a redacted one."""
+    guardrail = _guardrail()
+    data = {
+        "messages": [{"role": "user", "content": "what's the weather"}],
+        "metadata": {},
+    }
+
+    await guardrail.async_pre_call_hook(
+        user_api_key_dict=UserAPIKeyAuth(),
+        cache=DualCache(),
+        data=data,
+        call_type="completion",
+    )
+
+    recorded = _recorded(data)
+    assert recorded["guardrail_status"] == "success"
+    assert recorded["guardrail_response"] == "allow"
+    assert recorded["masked_entity_count"] == {}
+
+
+@pytest.mark.asyncio
+async def test_pre_call_hook_opt_out_records_nothing():
+    """A key with permissions={"hide_secrets": False} skips redaction, so no
+    telemetry is recorded: every reader of a recorded entry (guardrail usage
+    tracking, compliance checks, the spend-log viewer) counts it as a run."""
+    guardrail = _guardrail()
+    content = f"my key is {AWS_KEY}"
+    data = {"messages": [{"role": "user", "content": content}], "metadata": {}}
+
+    await guardrail.async_pre_call_hook(
+        user_api_key_dict=UserAPIKeyAuth(permissions={"hide_secrets": False}),
+        cache=DualCache(),
+        data=data,
+        call_type="completion",
+    )
+
+    assert data["messages"][0]["content"] == content  # untouched
+    assert "standard_logging_guardrail_information" not in data["metadata"]
+
+
+@pytest.mark.asyncio
+async def test_pre_call_hook_still_redacts_text_completion_prompt():
+    """data["prompt"] (str and list) is a native-hook-only surface; it must
+    keep redacting now that the class also implements apply_guardrail."""
+    guardrail = _guardrail()
+    data = {"prompt": f"key {AWS_KEY} end", "metadata": {}}
+    await guardrail.async_pre_call_hook(
+        user_api_key_dict=UserAPIKeyAuth(),
+        cache=DualCache(),
+        data=data,
+        call_type="completion",
+    )
+    assert data["prompt"] == "key [REDACTED] end"
+
+    guardrail = _guardrail()
+    data = {"prompt": [f"key {AWS_KEY}", "clean"], "metadata": {}}
+    await guardrail.async_pre_call_hook(
+        user_api_key_dict=UserAPIKeyAuth(),
+        cache=DualCache(),
+        data=data,
+        call_type="completion",
+    )
+    assert data["prompt"] == ["key [REDACTED]", "clean"]
+
+
+def test_proxied_traffic_stays_on_native_hooks():
+    """Implementing apply_guardrail must not reroute proxied requests onto the
+    unified path: that path skips ``should_run_check`` (per-key opt-out) and
+    never sees ``data["prompt"]``."""
+    guardrail = _guardrail()
+    assert guardrail.uses_apply_guardrail_interface() is True
+    assert guardrail._deployment_pre_call_target() is guardrail
+
+
+@pytest.mark.asyncio
+async def test_apply_guardrail_without_texts_records_nothing():
+    """No inputs means nothing was inspected, so no "allow" row is recorded.
+    Empty strings count as no input: there is no content to inspect."""
+    guardrail = _guardrail()
+
+    empty_variants: list[list[str]] = [[], ["", ""]]
+    for texts in empty_variants:
+        request_data: dict = {"metadata": {}}
+        result = await guardrail.apply_guardrail(
+            inputs={"texts": texts}, request_data=request_data, input_type="request"
+        )
+        assert result == {"texts": texts}
+        assert "standard_logging_guardrail_information" not in request_data["metadata"]
+
+
+@pytest.mark.asyncio
+@pytest.mark.parametrize(
+    "data",
+    [
+        pytest.param(
+            {
+                "messages": [
+                    {
+                        "role": "user",
+                        "content": [
+                            {"type": "image_url", "image_url": {"url": "https://x/y.png"}}
+                        ],
+                    }
+                ],
+                "metadata": {},
+            },
+            id="image_only",
+        ),
+        pytest.param(
+            {"messages": [{"role": "user", "content": ""}], "metadata": {}},
+            id="empty_message",
+        ),
+        pytest.param({"prompt": "", "metadata": {}}, id="empty_prompt"),
+        pytest.param({"prompt": ["", ""], "metadata": {}}, id="empty_prompt_list"),
+    ],
+)
+async def test_pre_call_hook_without_inspectable_text_records_nothing(data: dict):
+    """A payload the guardrail could not inspect (image-only content, empty
+    strings) must not record an "allow" run: monitoring would count a check
+    that never looked at any text."""
+    guardrail = _guardrail()
+
+    await guardrail.async_pre_call_hook(
+        user_api_key_dict=UserAPIKeyAuth(),
+        cache=DualCache(),
+        data=data,
+        call_type="completion",
+    )
+
+    assert "standard_logging_guardrail_information" not in data["metadata"]
+
+
+@pytest.mark.asyncio
+async def test_pre_call_hook_mixed_prompt_list_still_redacts_and_records():
+    """A prompt list mixing empty and real strings is inspected, so the run is
+    recorded and the non-empty entry is still redacted."""
+    guardrail = _guardrail()
+    data = {"prompt": ["", f"key {AWS_KEY}"], "metadata": {}}
+
+    await guardrail.async_pre_call_hook(
+        user_api_key_dict=UserAPIKeyAuth(),
+        cache=DualCache(),
+        data=data,
+        call_type="completion",
+    )
+
+    assert data["prompt"] == ["", "key [REDACTED]"]
+    recorded = _recorded(data)
+    assert recorded["guardrail_response"] == "mask"
+    assert recorded["masked_entity_count"] == {"AWS Access Key": 1}
+
+
+@pytest.mark.asyncio
+async def test_legacy_nameless_instance_records_nothing():
+    """``litellm_settings.callbacks: ["hide_secrets"]`` builds an arg-less
+    instance with no guardrail_name. It still redacts, but recording a nameless
+    entry would flip every spend row's guardrail status with nothing to join on."""
+    guardrail = _ENTERPRISE_SecretDetection()
+    data = {
+        "messages": [{"role": "user", "content": f"use {AWS_KEY} for auth"}],
+        "metadata": {},
+    }
+
+    await guardrail.async_pre_call_hook(
+        user_api_key_dict=UserAPIKeyAuth(),
+        cache=DualCache(),
+        data=data,
+        call_type="completion",
+    )
+
+    assert data["messages"][0]["content"] == "use [REDACTED] for auth"
+    assert "standard_logging_guardrail_information" not in data["metadata"]
diff --git a/tests/test_litellm/experimental_mcp_client/test_tools.py b/tests/test_litellm/experimental_mcp_client/test_tools.py
index 89f67452f29..6645b06664d 100644
--- a/tests/test_litellm/experimental_mcp_client/test_tools.py
+++ b/tests/test_litellm/experimental_mcp_client/test_tools.py
@@ -8,11 +8,13 @@ from mcp.types import (
     CallToolRequestParams,
     CallToolResult,
     ListToolsResult,
+    PaginatedRequestParams,
     TextContent,
 )
 from mcp.types import Tool as MCPTool
 
 from litellm.experimental_mcp_client.tools import (
+    list_tools_with_pagination,
     transform_mcp_tool_to_anthropic_tool,
     _get_function_arguments,
     _normalize_mcp_input_schema,
@@ -106,6 +108,134 @@ async def test_load_mcp_tools_openai_format(mock_session, mock_list_tools_result
     mock_session.list_tools.assert_called_once()
 
 
+@pytest.mark.asyncio()
+async def test_load_mcp_tools_follows_pagination(mock_session):
+    mock_session.list_tools.side_effect = [
+        ListToolsResult(
+            tools=[
+                MCPTool(name="tool_a", description="a", inputSchema={}),
+                MCPTool(name="tool_b", description="b", inputSchema={}),
+            ],
+            nextCursor="page-2",
+        ),
+        ListToolsResult(tools=[MCPTool(name="tool_c", description="c", inputSchema={})]),
+    ]
+    result = await load_mcp_tools(mock_session, format="mcp")
+    assert [tool.name for tool in result] == ["tool_a", "tool_b", "tool_c"]
+    assert mock_session.list_tools.call_count == 2
+    second_call_params = mock_session.list_tools.call_args_list[1].kwargs["params"]
+    assert isinstance(second_call_params, PaginatedRequestParams)
+    assert second_call_params.cursor == "page-2"
+
+
+@pytest.mark.asyncio()
+async def test_pagination_walk_stops_at_page_cap(mock_session, monkeypatch):
+    monkeypatch.setattr("litellm.experimental_mcp_client.tools.MCP_TOOL_LISTING_MAX_PAGES", 2)
+    mock_session.list_tools.side_effect = [
+        ListToolsResult(
+            tools=[MCPTool(name="tool_0", description="0", inputSchema={})],
+            nextCursor="page-2",
+        ),
+        ListToolsResult(
+            tools=[MCPTool(name="tool_1", description="1", inputSchema={})],
+            nextCursor="page-3",
+        ),
+        ListToolsResult(tools=[MCPTool(name="tool_2", description="2", inputSchema={})]),
+    ]
+    result = await list_tools_with_pagination(mock_session)
+    assert [tool.name for tool in result] == ["tool_0", "tool_1"]
+    assert mock_session.list_tools.call_count == 2
+
+
+@pytest.mark.asyncio()
+async def test_pagination_walk_stops_on_repeated_cursor(mock_session):
+    mock_session.list_tools.side_effect = [
+        ListToolsResult(
+            tools=[MCPTool(name="tool_0", description="0", inputSchema={})],
+            nextCursor="same-cursor",
+        ),
+        ListToolsResult(
+            tools=[MCPTool(name="tool_1", description="1", inputSchema={})],
+            nextCursor="same-cursor",
+        ),
+    ]
+    result = await list_tools_with_pagination(mock_session)
+    assert [tool.name for tool in result] == ["tool_0", "tool_1"]
+    assert mock_session.list_tools.call_count == 2
+
+
+@pytest.mark.asyncio()
+async def test_pagination_walk_treats_empty_cursor_as_terminal(mock_session):
+    mock_session.list_tools.side_effect = [
+        ListToolsResult(
+            tools=[MCPTool(name="tool_0", description="0", inputSchema={})],
+            nextCursor="",
+        ),
+    ]
+    result = await list_tools_with_pagination(mock_session)
+    assert [tool.name for tool in result] == ["tool_0"]
+    mock_session.list_tools.assert_called_once()
+
+
+@pytest.mark.asyncio()
+async def test_pagination_walk_stops_at_whole_walk_deadline(mock_session, monkeypatch):
+    import anyio
+
+    from litellm.experimental_mcp_client.tools import list_tools_with_pagination
+
+    monkeypatch.setattr("litellm.experimental_mcp_client.tools.MCP_CLIENT_TIMEOUT", 0.2)
+    monkeypatch.setattr("litellm.experimental_mcp_client.tools.MCP_TOOL_LISTING_TIMEOUT", 0.2)
+
+    async def slow_page(params=None):
+        await anyio.sleep(0.15)
+        idx = int(params.cursor) if params is not None else 0
+        return ListToolsResult(
+            tools=[MCPTool(name=f"tool_{idx}", description=str(idx), inputSchema={})],
+            nextCursor=str(idx + 1),
+        )
+
+    mock_session.list_tools = slow_page
+    result = await list_tools_with_pagination(mock_session)
+
+    assert [tool.name for tool in result] == ["tool_0"]
+
+
+@pytest.mark.asyncio()
+async def test_pagination_walk_honors_explicit_deadline_over_globals(mock_session, monkeypatch):
+    import anyio
+
+    from litellm.experimental_mcp_client.tools import list_tools_with_pagination
+
+    monkeypatch.setattr("litellm.experimental_mcp_client.tools.MCP_CLIENT_TIMEOUT", 0.1)
+    monkeypatch.setattr("litellm.experimental_mcp_client.tools.MCP_TOOL_LISTING_TIMEOUT", 0.1)
+
+    async def slow_page(params=None):
+        await anyio.sleep(0.15)
+        idx = int(params.cursor) if params is not None else 0
+        tools = [MCPTool(name=f"tool_{idx}", description=str(idx), inputSchema={})]
+        if idx == 0:
+            return ListToolsResult(tools=tools, nextCursor="1")
+        return ListToolsResult(tools=tools)
+
+    mock_session.list_tools = slow_page
+    result = await list_tools_with_pagination(mock_session, listing_deadline=2.0)
+
+    assert [tool.name for tool in result] == ["tool_0", "tool_1"]
+
+
+@pytest.mark.asyncio()
+async def test_load_mcp_tools_openai_format_spans_pages(mock_session):
+    mock_session.list_tools.side_effect = [
+        ListToolsResult(
+            tools=[MCPTool(name="tool_a", description="a", inputSchema={})],
+            nextCursor="page-2",
+        ),
+        ListToolsResult(tools=[MCPTool(name="tool_b", description="b", inputSchema={})]),
+    ]
+    result = await load_mcp_tools(mock_session, format="openai")
+    assert [t["function"]["name"] for t in result] == ["tool_a", "tool_b"]
+
+
 def test_get_function_arguments():
     # Test with string arguments
     function = {"arguments": '{"test": "value"}'}
diff --git a/tests/test_litellm/integrations/SlackAlerting/test_user_spend_alerts.py b/tests/test_litellm/integrations/SlackAlerting/test_user_spend_alerts.py
new file mode 100644
index 00000000000..45e1acecec8
--- /dev/null
+++ b/tests/test_litellm/integrations/SlackAlerting/test_user_spend_alerts.py
@@ -0,0 +1,193 @@
+import datetime
+from typing import Final
+from unittest.mock import AsyncMock, patch
+
+import pytest
+from pydantic import ValidationError
+
+from litellm.integrations.SlackAlerting.slack_alerting import SlackAlerting
+from litellm.integrations.SlackAlerting.user_spend_alerts import (
+    UserSpendRow,
+    evaluate_user_spend,
+)
+from litellm.types.integrations.slack_alerting import (
+    DEFAULT_ALERT_TYPES,
+    AlertType,
+    SlackAlertingArgs,
+)
+
+TODAY: Final = datetime.date(2026, 8, 15)
+
+
+def _row(
+    daily_spend: float = 0.0,
+    monthly_spend: float = 0.0,
+    baseline_spend: float = 0.0,
+) -> UserSpendRow:
+    return UserSpendRow(
+        user_id="user-1",
+        daily_spend=daily_spend,
+        monthly_spend=monthly_spend,
+        baseline_spend=baseline_spend,
+    )
+
+
+def _evaluate(row: UserSpendRow, args: SlackAlertingArgs, thresholds: bool = True, anomalies: bool = True):
+    return evaluate_user_spend(
+        row=row,
+        args=args,
+        today=TODAY,
+        thresholds_enabled=thresholds,
+        anomalies_enabled=anomalies,
+    )
+
+
+def test_daily_threshold_crossed():
+    args: Final = SlackAlertingArgs(daily_spend_per_user_threshold=50.0, spend_anomaly_min_spend=1000.0)
+    events: Final = _evaluate(_row(daily_spend=75.0, monthly_spend=75.0), args)
+    assert [e.kind for e in events] == ["daily_threshold"]
+    assert "`$75.00`" in events[0].message
+    assert "`$50.00`" in events[0].message
+    assert events[0].alert_type == AlertType.user_spend_thresholds
+    assert events[0].cache_key == "user_spend_alert_daily_user-1_2026-08-15"
+
+
+def test_daily_threshold_not_crossed():
+    args: Final = SlackAlertingArgs(daily_spend_per_user_threshold=50.0, spend_anomaly_min_spend=1000.0)
+    assert _evaluate(_row(daily_spend=49.99, monthly_spend=49.99), args) == ()
+
+
+def test_thresholds_unset_by_default():
+    args: Final = SlackAlertingArgs(spend_anomaly_min_spend=1000.0)
+    assert _evaluate(_row(daily_spend=999.0, monthly_spend=999.0), args) == ()
+
+
+def test_monthly_threshold_crossed():
+    args: Final = SlackAlertingArgs(monthly_spend_per_user_threshold=200.0, spend_anomaly_min_spend=1000.0)
+    events: Final = _evaluate(_row(daily_spend=5.0, monthly_spend=250.0), args)
+    assert [e.kind for e in events] == ["monthly_threshold"]
+    assert events[0].cache_key == "user_spend_alert_monthly_user-1_2026-08"
+
+
+def test_thresholds_disabled_suppresses_threshold_events():
+    args: Final = SlackAlertingArgs(
+        daily_spend_per_user_threshold=50.0,
+        monthly_spend_per_user_threshold=200.0,
+        spend_anomaly_min_spend=1000.0,
+    )
+    assert _evaluate(_row(daily_spend=75.0, monthly_spend=250.0), args, thresholds=False) == ()
+
+
+def test_anomaly_detected_above_multiple_of_baseline():
+    args: Final = SlackAlertingArgs(spend_anomaly_multiplier=3.0, spend_anomaly_min_spend=10.0)
+    events: Final = _evaluate(
+        _row(daily_spend=70.0, monthly_spend=100.0, baseline_spend=70.0), args
+    )
+    assert [e.kind for e in events] == ["anomaly"]
+    assert events[0].alert_type == AlertType.user_spend_anomalies
+    assert "`$10.00`" in events[0].message
+    assert events[0].cache_key == "user_spend_alert_anomaly_user-1_2026-08-15"
+
+
+def test_no_anomaly_within_baseline_multiple():
+    args: Final = SlackAlertingArgs(spend_anomaly_multiplier=3.0, spend_anomaly_min_spend=10.0)
+    assert (
+        _evaluate(_row(daily_spend=25.0, monthly_spend=100.0, baseline_spend=70.0), args) == ()
+    )
+
+
+def test_no_anomaly_below_min_spend_floor():
+    args: Final = SlackAlertingArgs(spend_anomaly_multiplier=3.0, spend_anomaly_min_spend=10.0)
+    assert _evaluate(_row(daily_spend=9.0, monthly_spend=9.0, baseline_spend=0.1), args) == ()
+
+
+def test_anomaly_for_new_user_without_baseline():
+    args: Final = SlackAlertingArgs(spend_anomaly_multiplier=3.0, spend_anomaly_min_spend=10.0)
+    events: Final = _evaluate(_row(daily_spend=15.0, monthly_spend=15.0), args)
+    assert [e.kind for e in events] == ["anomaly"]
+
+
+def test_sparse_baseline_averages_over_full_window():
+    args: Final = SlackAlertingArgs(
+        spend_anomaly_multiplier=3.0, spend_anomaly_min_spend=10.0, spend_anomaly_baseline_days=7
+    )
+    events: Final = _evaluate(_row(daily_spend=13.0, monthly_spend=20.0, baseline_spend=7.0), args)
+    assert [e.kind for e in events] == ["anomaly"]
+
+
+def test_anomalies_not_in_default_alert_types():
+    assert AlertType.user_spend_anomalies not in DEFAULT_ALERT_TYPES
+    assert AlertType.user_spend_thresholds in DEFAULT_ALERT_TYPES
+
+
+def test_invalid_config_rejected():
+    with pytest.raises(ValidationError, match="daily_spend_per_user_threshold"):
+        SlackAlertingArgs(daily_spend_per_user_threshold=0)
+    with pytest.raises(ValidationError, match="spend_anomaly_baseline_days"):
+        SlackAlertingArgs(spend_anomaly_baseline_days=0)
+    with pytest.raises(ValidationError, match="user_spend_check_interval"):
+        SlackAlertingArgs(user_spend_check_interval=10)
+
+
+def test_non_finite_config_rejected():
+    with pytest.raises(ValidationError, match="daily_spend_per_user_threshold"):
+        SlackAlertingArgs(daily_spend_per_user_threshold=float("inf"))
+    with pytest.raises(ValidationError, match="spend_anomaly_multiplier"):
+        SlackAlertingArgs(spend_anomaly_multiplier=float("nan"))
+    with pytest.raises(ValidationError, match="spend_anomaly_min_spend"):
+        SlackAlertingArgs(spend_anomaly_min_spend=float("inf"))
+    with pytest.raises(ValidationError, match="user_spend_check_interval"):
+        SlackAlertingArgs(user_spend_check_interval=float("inf"))
+
+
+def test_anomalies_disabled_suppresses_anomaly_events():
+    args: Final = SlackAlertingArgs(spend_anomaly_multiplier=3.0, spend_anomaly_min_spend=10.0)
+    assert _evaluate(_row(daily_spend=500.0, monthly_spend=500.0), args, anomalies=False) == ()
+
+
+@pytest.mark.asyncio
+async def test_send_user_spend_alerts_sends_and_dedupes():
+    slack_alerting: Final = SlackAlerting(
+        alerting=["slack"],
+        alerting_args={"daily_spend_per_user_threshold": 50.0, "spend_anomaly_min_spend": 1000.0},
+    )
+    mock_prisma: Final = AsyncMock()
+    mock_prisma.db.query_raw = AsyncMock(
+        return_value=[
+            {
+                "user_id": "user-1",
+                "daily_spend": 75.0,
+                "monthly_spend": 75.0,
+                "baseline_spend": 0.0,
+            },
+            {
+                "user_id": "user-2",
+                "daily_spend": 60.0,
+                "monthly_spend": 60.0,
+                "baseline_spend": 0.0,
+            },
+        ]
+    )
+    with patch.object(slack_alerting, "send_alert", new_callable=AsyncMock) as mock_send_alert:
+        await slack_alerting.send_user_spend_alerts(prisma_client=mock_prisma)
+        assert mock_send_alert.call_count == 1
+        sent_kwargs: Final = mock_send_alert.call_args.kwargs
+        assert sent_kwargs["alert_type"] == AlertType.user_spend_thresholds
+        assert "User Daily Spend Threshold Crossed" in sent_kwargs["message"]
+        assert "`user-1`" in sent_kwargs["message"]
+        assert "`user-2`" in sent_kwargs["message"]
+
+        await slack_alerting.send_user_spend_alerts(prisma_client=mock_prisma)
+        assert mock_send_alert.call_count == 1
+
+
+@pytest.mark.asyncio
+async def test_send_user_spend_alerts_noop_when_alert_types_disabled():
+    slack_alerting: Final = SlackAlerting(
+        alerting=["slack"],
+        alert_types=[AlertType.budget_alerts],
+        alerting_args={"daily_spend_per_user_threshold": 50.0},
+    )
+    mock_prisma: Final = AsyncMock()
+    await slack_alerting.send_user_spend_alerts(prisma_client=mock_prisma)
+    mock_prisma.db.query_raw.assert_not_called()
diff --git a/tests/test_litellm/integrations/azure_storage/test_azure_storage.py b/tests/test_litellm/integrations/azure_storage/test_azure_storage.py
index 16c518ff412..a96eae0f9c3 100644
--- a/tests/test_litellm/integrations/azure_storage/test_azure_storage.py
+++ b/tests/test_litellm/integrations/azure_storage/test_azure_storage.py
@@ -1,10 +1,15 @@
+import asyncio
 import sys
+import threading
 from unittest.mock import AsyncMock, MagicMock, patch
 
 import pytest
 
-
-from litellm.integrations.azure_storage.azure_storage import AzureBlobStorageLogger
+from litellm.integrations.azure_storage.azure_storage import (
+    AzureBlobStorageLogger,
+    _cached_credential_chain_token_provider,
+)
+from litellm.types.secret_managers.get_azure_ad_token_provider import AzureCredentialType
 from litellm.types.utils import StandardLoggingPayload
 
 
@@ -25,6 +30,26 @@ def mock_gov_env_vars(mock_env_vars, monkeypatch):
     monkeypatch.setenv("AZURE_STORAGE_ENDPOINT_SUFFIX", "core.usgovcloudapi.net")
 
 
+@pytest.fixture
+def workload_identity_env_vars(monkeypatch):
+    monkeypatch.setenv("AZURE_STORAGE_ACCOUNT_NAME", "test-account")
+    monkeypatch.setenv("AZURE_STORAGE_FILE_SYSTEM", "test-container")
+    for unset in (
+        "AZURE_STORAGE_TENANT_ID",
+        "AZURE_STORAGE_CLIENT_ID",
+        "AZURE_STORAGE_CLIENT_SECRET",
+        "AZURE_STORAGE_ACCOUNT_KEY",
+        "AZURE_STORAGE_ENDPOINT_SUFFIX",
+        "AZURE_CLIENT_SECRET",
+        "AZURE_CREDENTIAL",
+        "AZURE_SCOPE",
+    ):
+        monkeypatch.delenv(unset, raising=False)
+    monkeypatch.setenv("AZURE_CLIENT_ID", "workload-identity-client-id")
+    monkeypatch.setenv("AZURE_TENANT_ID", "workload-identity-tenant-id")
+    monkeypatch.setenv("AZURE_FEDERATED_TOKEN_FILE", "/var/run/secrets/azure/tokens/azure-identity-token")
+
+
 @pytest.mark.asyncio
 async def test_async_upload_payload_to_azure_blob_storage(mock_env_vars):
     """
@@ -32,17 +57,12 @@ async def test_async_upload_payload_to_azure_blob_storage(mock_env_vars):
     a payload to Azure Blob Storage using the 3-step process (create, append, flush).
     """
     with (
-        patch(
-            "litellm.integrations.azure_storage.azure_storage.get_async_httpx_client"
-        ) as mock_get_client,
-        patch(
-            "litellm.llms.azure.common_utils.get_azure_ad_token_from_entra_id"
-        ) as mock_get_token,
+        patch("litellm.integrations.azure_storage.azure_storage.get_async_httpx_client") as mock_get_client,
+        patch("litellm.integrations.azure_storage.azure_storage.get_azure_ad_token_from_entra_id") as mock_get_token,
     ):
         # Create mock HTTP client
         mock_http_client = AsyncMock()
-        mock_response = AsyncMock()
-        mock_response.raise_for_status = AsyncMock()
+        mock_response = MagicMock()
         mock_http_client.put.return_value = mock_response
         mock_http_client.patch.return_value = mock_response
         mock_get_client.return_value = mock_http_client
@@ -79,9 +99,7 @@ async def test_async_upload_payload_to_azure_blob_storage(mock_env_vars):
         put_call_args = mock_http_client.put.call_args
         assert put_call_args[0][0] == f"{expected_base_url}?resource=file"
         assert put_call_args[1]["headers"]["x-ms-version"] is not None
-        assert (
-            put_call_args[1]["headers"]["Authorization"] == "Bearer mock-azure-ad-token"
-        )
+        assert put_call_args[1]["headers"]["Authorization"] == "Bearer mock-azure-ad-token"
 
         # Step 2: Append data
         assert mock_http_client.patch.call_count == 2  # Called for append and flush
@@ -89,9 +107,7 @@ async def test_async_upload_payload_to_azure_blob_storage(mock_env_vars):
         assert append_call[0][0] == f"{expected_base_url}?action=append&position=0"
         assert append_call[1]["headers"]["x-ms-version"] is not None
         assert append_call[1]["headers"]["Content-Type"] == "application/json"
-        assert (
-            append_call[1]["headers"]["Authorization"] == "Bearer mock-azure-ad-token"
-        )
+        assert append_call[1]["headers"]["Authorization"] == "Bearer mock-azure-ad-token"
         assert "test-log-id-123" in append_call[1]["data"]
 
         # Step 3: Flush data
@@ -110,9 +126,7 @@ async def test_async_upload_payload_uses_configured_endpoint_suffix(mock_gov_env
     AZURE_STORAGE_ENDPOINT_SUFFIX must reach the Entra-ID REST upload path so a
     sovereign-cloud account is addressed instead of the commercial dfs host.
     """
-    with patch(
-        "litellm.integrations.azure_storage.azure_storage.get_async_httpx_client"
-    ) as mock_get_client:
+    with patch("litellm.integrations.azure_storage.azure_storage.get_async_httpx_client") as mock_get_client:
         mock_http_client = AsyncMock()
         mock_response = MagicMock()
         mock_http_client.put.return_value = mock_response
@@ -127,17 +141,10 @@ async def test_async_upload_payload_uses_configured_endpoint_suffix(mock_gov_env
 
         await logger.async_upload_payload_to_azure_blob_storage(test_payload)
 
-        expected_base_url = (
-            "https://test-account.dfs.core.usgovcloudapi.net/test-container/gov-log-id.json"
-        )
+        expected_base_url = "https://test-account.dfs.core.usgovcloudapi.net/test-container/gov-log-id.json"
         assert mock_http_client.put.call_args[0][0] == f"{expected_base_url}?resource=file"
-        assert (
-            mock_http_client.patch.call_args_list[0][0][0]
-            == f"{expected_base_url}?action=append&position=0"
-        )
-        assert mock_http_client.patch.call_args_list[1][0][0].startswith(
-            f"{expected_base_url}?action=flush"
-        )
+        assert mock_http_client.patch.call_args_list[0][0][0] == f"{expected_base_url}?action=append&position=0"
+        assert mock_http_client.patch.call_args_list[1][0][0].startswith(f"{expected_base_url}?action=flush")
 
 
 @pytest.mark.asyncio
@@ -148,9 +155,7 @@ async def test_service_client_uses_configured_endpoint_suffix(mock_gov_env_vars)
     """
     fake_aio_module = MagicMock()
 
-    with patch.dict(
-        sys.modules, {"azure.storage.filedatalake.aio": fake_aio_module}
-    ):
+    with patch.dict(sys.modules, {"azure.storage.filedatalake.aio": fake_aio_module}):
         logger = AzureBlobStorageLogger()
         await logger.get_service_client()
 
@@ -160,14 +165,180 @@ async def test_service_client_uses_configured_endpoint_suffix(mock_gov_env_vars)
     )
 
 
+@pytest.mark.asyncio
+async def test_upload_authenticates_through_the_credential_chain_under_workload_identity(
+    workload_identity_env_vars,
+):
+    build_provider = MagicMock(return_value=lambda: "workload-identity-token")
+    with patch(  # test-quality-ok: REST client is created inside the method; assert emitted request headers
+        "litellm.integrations.azure_storage.azure_storage.get_async_httpx_client"
+    ) as mock_get_client:
+        mock_http_client = AsyncMock()
+        mock_http_client.put.return_value = MagicMock()
+        mock_http_client.patch.return_value = MagicMock()
+        mock_get_client.return_value = mock_http_client
+
+        logger = AzureBlobStorageLogger(build_credential_chain_token_provider=build_provider)
+        await logger.async_upload_payload_to_azure_blob_storage({"id": "wif-log-id"})
+
+    build_provider.assert_called_once_with()
+    assert logger.azure_auth_token == "workload-identity-token"
+    sent_headers = [mock_http_client.put.call_args[1]["headers"]] + [
+        call[1]["headers"] for call in mock_http_client.patch.call_args_list
+    ]
+    assert len(sent_headers) == 3
+    assert all(headers["Authorization"] == "Bearer workload-identity-token" for headers in sent_headers)
+
+
+def test_default_chain_provider_is_storage_scoped_and_built_once_per_process():
+    _cached_credential_chain_token_provider.cache_clear()
+    with (
+        patch(  # test-quality-ok: assert the default factory's fixed scope and credential type without constructing Azure SDK credentials
+            "litellm.integrations.azure_storage.azure_storage.get_azure_ad_token_provider",
+            return_value=lambda: "chain-token",
+        ) as mock_builder
+    ):
+        first = _cached_credential_chain_token_provider()
+        second = _cached_credential_chain_token_provider()
+    _cached_credential_chain_token_provider.cache_clear()
+
+    assert first is second
+    assert first() == "chain-token"
+    mock_builder.assert_called_once_with(
+        azure_scope="https://storage.azure.com/.default",
+        azure_credential=AzureCredentialType.DefaultAzureCredential,
+    )
+
+
+@pytest.mark.asyncio
+async def test_chain_tokens_are_read_from_the_provider_on_every_refresh(
+    workload_identity_env_vars,
+):
+    provider = MagicMock(side_effect=["chain-token-1", "chain-token-2"])
+    logger = AzureBlobStorageLogger(build_credential_chain_token_provider=MagicMock(return_value=provider))
+    await logger.set_valid_azure_ad_token()
+    first_token = logger.azure_auth_token
+    await logger.set_valid_azure_ad_token()
+
+    assert first_token == "chain-token-1"
+    assert logger.azure_auth_token == "chain-token-2"
+    assert provider.call_count == 2
+
+
+@pytest.mark.asyncio
+async def test_chain_token_read_yields_to_the_event_loop(workload_identity_env_vars):
+    """
+    The chain walk is blocking I/O (IMDS probe, CLI subprocess), so reading the provider
+    inline would stall every request on the worker. Prove other coroutines run during the read.
+    """
+    loop_was_free = threading.Event()
+
+    def provider() -> str:
+        if not loop_was_free.wait(timeout=5):
+            raise TimeoutError("the event loop never ran the observer while the token was being read")
+        return "chain-token"
+
+    async def observer():
+        loop_was_free.set()
+
+    logger = AzureBlobStorageLogger(build_credential_chain_token_provider=MagicMock(return_value=provider))
+    observer_task = asyncio.create_task(observer())
+    await logger.set_valid_azure_ad_token()
+    await observer_task
+
+    assert logger.azure_auth_token == "chain-token"
+
+
+@pytest.mark.asyncio
+async def test_empty_string_service_principal_vars_still_use_the_credential_chain(
+    workload_identity_env_vars, monkeypatch
+):
+    for name in ("AZURE_STORAGE_TENANT_ID", "AZURE_STORAGE_CLIENT_ID", "AZURE_STORAGE_CLIENT_SECRET"):
+        monkeypatch.setenv(name, "")
+
+    logger = AzureBlobStorageLogger(
+        build_credential_chain_token_provider=MagicMock(return_value=lambda: "workload-identity-token")
+    )
+    await logger.set_valid_azure_ad_token()
+
+    assert logger.azure_auth_token == "workload-identity-token"
+
+
+@pytest.mark.asyncio
+async def test_client_secret_auth_still_uses_the_storage_scoped_service_principal(mock_env_vars):
+    build_provider = MagicMock()
+    with (
+        patch(  # test-quality-ok: assert the storage scope passed to the shared token factory without making an external auth call
+            "litellm.integrations.azure_storage.azure_storage.get_azure_ad_token_from_entra_id",
+            return_value=lambda: "client-secret-token",
+        ) as mock_entra_id
+    ):
+        logger = AzureBlobStorageLogger(build_credential_chain_token_provider=build_provider)
+        await logger.set_valid_azure_ad_token()
+
+    assert logger.azure_auth_token == "client-secret-token"
+    build_provider.assert_not_called()
+    assert mock_entra_id.call_args.kwargs == {
+        "tenant_id": "test-tenant-id",
+        "client_id": "test-client-id",
+        "client_secret": "test-client-secret",
+        "scope": "https://storage.azure.com/.default",
+    }
+
+
+@pytest.mark.parametrize(
+    "missing_var",
+    ["AZURE_STORAGE_TENANT_ID", "AZURE_STORAGE_CLIENT_ID", "AZURE_STORAGE_CLIENT_SECRET"],
+)
+@pytest.mark.asyncio
+async def test_partially_configured_service_principal_still_names_the_missing_variable(
+    mock_env_vars, monkeypatch, missing_var
+):
+    monkeypatch.delenv(missing_var)
+
+    build_provider = MagicMock()
+    logger = AzureBlobStorageLogger(build_credential_chain_token_provider=build_provider)
+    with pytest.raises(ValueError, match=f"Missing required environment variable: {missing_var}"):
+        await logger.set_valid_azure_ad_token()
+
+    build_provider.assert_not_called()
+
+
+@pytest.mark.asyncio
+async def test_account_key_auth_never_requests_a_token(workload_identity_env_vars, monkeypatch):
+    monkeypatch.setenv("AZURE_STORAGE_ACCOUNT_KEY", "dGVzdC1rZXk=")
+
+    file_client = MagicMock()
+    file_client.create_file = AsyncMock()
+    file_client.append_data = AsyncMock()
+    file_client.flush_data = AsyncMock()
+    directory_client = MagicMock()
+    directory_client.exists = AsyncMock(return_value=True)
+    directory_client.get_file_client = MagicMock(return_value=file_client)
+    file_system_client = MagicMock()
+    file_system_client.get_directory_client = MagicMock(return_value=directory_client)
+    service_client = MagicMock()
+    service_client.get_file_system_client = MagicMock(return_value=file_system_client)
+    fake_aio_module = MagicMock()
+    fake_aio_module.DataLakeServiceClient = MagicMock(return_value=service_client)
+
+    build_provider = MagicMock()
+    with patch.dict(sys.modules, {"azure.storage.filedatalake.aio": fake_aio_module}):
+        logger = AzureBlobStorageLogger(build_credential_chain_token_provider=build_provider)
+        await logger.async_upload_payload_to_azure_blob_storage({"id": "account-key-log-id"})
+
+    build_provider.assert_not_called()
+    assert logger.azure_auth_token is None
+    file_client.flush_data.assert_awaited_once()
+    assert fake_aio_module.DataLakeServiceClient.call_args.kwargs["credential"] == "dGVzdC1rZXk="
+
+
 @pytest.mark.asyncio
 async def test_service_client_defaults_to_commercial_endpoint(mock_env_vars):
     """Unset AZURE_STORAGE_ENDPOINT_SUFFIX keeps the pre-existing commercial host"""
     fake_aio_module = MagicMock()
 
-    with patch.dict(
-        sys.modules, {"azure.storage.filedatalake.aio": fake_aio_module}
-    ):
+    with patch.dict(sys.modules, {"azure.storage.filedatalake.aio": fake_aio_module}):
         logger = AzureBlobStorageLogger()
         await logger.get_service_client()
 
diff --git a/tests/test_litellm/integrations/datadog/test_datadog_llm_obs.py b/tests/test_litellm/integrations/datadog/test_datadog_llm_obs.py
new file mode 100644
index 00000000000..34c62864c4e
--- /dev/null
+++ b/tests/test_litellm/integrations/datadog/test_datadog_llm_obs.py
@@ -0,0 +1,857 @@
+"""
+Regression tests for the Datadog LLM Observability payload schema (issue #35786).
+
+Datadog renders tool calls, tool results and prompt-cache savings only from the fields its
+own schema names. These assert on the payload `create_llm_obs_payload` actually hands the
+intake, so a regression that moves data back into `meta.metadata` fails here.
+
+Fixtures mirror what a live proxy run recorded on the callback, including the provider
+spelling of prompt-cache counts (`prompt_tokens_details.cached_tokens`).
+"""
+
+import json
+import os
+from datetime import datetime, timedelta
+from typing import Any
+from unittest.mock import patch
+
+import pytest
+
+import litellm
+from litellm.integrations.datadog.datadog_llm_obs import DataDogLLMObsLogger
+from litellm.litellm_core_utils.safe_json_dumps import safe_dumps
+
+TOOL_DEFINITION: dict[str, Any] = {
+    "type": "function",
+    "function": {
+        "name": "get_weather",
+        "description": "Get current weather for a city",
+        "parameters": {
+            "type": "object",
+            "properties": {"city": {"type": "string"}},
+            "required": ["city"],
+        },
+    },
+}
+
+ASSISTANT_TOOL_CALL: dict[str, Any] = {
+    "id": "call_abc123",
+    "type": "function",
+    "function": {"name": "get_weather", "arguments": '{"city":"Paris","unit":"c"}'},
+}
+
+
+@pytest.fixture
+def logger() -> DataDogLLMObsLogger:
+    with patch.dict(os.environ, {"DD_API_KEY": "k", "DD_SITE": "us5.datadoghq.com"}, clear=True):
+        with patch("asyncio.create_task"):
+            return DataDogLLMObsLogger()
+
+
+NOT_GIVEN: Any = object()
+
+
+def build_payload(
+    messages: Any = NOT_GIVEN,
+    response_message: dict[str, Any] | None = None,
+    usage_object: dict[str, Any] | None = None,
+    model_parameters: dict[str, Any] | None = None,
+    metadata: dict[str, Any] | None = None,
+    model_group: str | None = None,
+    prompt_tokens: int = 4447,
+) -> dict[str, Any]:
+    standard_logging_metadata: dict[str, Any] = {
+        **(metadata or {}),
+        **({"usage_object": usage_object} if usage_object is not None else {}),
+    }
+    return {
+        "standard_logging_object": {
+            "call_type": "acompletion",
+            "messages": [{"role": "user", "content": "hi"}] if messages is NOT_GIVEN else messages,
+            "response": {"choices": [{"message": response_message or {"role": "assistant", "content": "hello"}}]},
+            "model_parameters": model_parameters or {},
+            "metadata": standard_logging_metadata,
+            "model_group": model_group,
+            "prompt_tokens": prompt_tokens,
+            "completion_tokens": 507,
+            "total_tokens": prompt_tokens + 507,
+            "response_cost": 0.02,
+            "status": "success",
+        },
+        "litellm_params": {"metadata": {}},
+    }
+
+
+def build(logger: DataDogLLMObsLogger, **kwargs: Any) -> dict[str, Any]:
+    """Build a span and read it back as the JSON the intake receives, not as Python objects."""
+    start = datetime(2026, 9, 1, 12, 0, 0)
+    payload = logger.create_llm_obs_payload(build_payload(**kwargs), start, start + timedelta(seconds=2))
+    return json.loads(safe_dumps(payload))
+
+
+def test_output_tool_calls_use_the_datadog_tool_call_schema(logger: DataDogLLMObsLogger) -> None:
+    """Datadog reads name/arguments/tool_id off the tool call; OpenAI nests them under `function`."""
+    payload = build(
+        logger,
+        response_message={"role": "assistant", "content": None, "tool_calls": [ASSISTANT_TOOL_CALL]},
+    )
+
+    message = payload["meta"]["output"]["messages"][0]
+    assert message["tool_calls"] == [
+        {
+            "name": "get_weather",
+            "arguments": {"city": "Paris", "unit": "c"},
+            "tool_id": "call_abc123",
+            "type": "function",
+        }
+    ]
+    assert "function" not in message["tool_calls"][0]
+
+
+def test_tool_calls_are_not_duplicated_into_metadata(logger: DataDogLLMObsLogger) -> None:
+    """The flat `output_tool_calls.*` keys were a second copy of a fact that now has its own field."""
+    payload = build(
+        logger,
+        response_message={"role": "assistant", "content": None, "tool_calls": [ASSISTANT_TOOL_CALL]},
+    )
+
+    assert [key for key in payload["meta"]["metadata"] if "tool_calls." in key] == []
+
+
+def test_tool_result_message_links_back_to_its_tool_call(logger: DataDogLLMObsLogger) -> None:
+    """Datadog pairs a result with its call through tool_id, and names the tool from the call."""
+    payload = build(
+        logger,
+        messages=[
+            {"role": "user", "content": "Weather in Paris?"},
+            {"role": "assistant", "content": None, "tool_calls": [ASSISTANT_TOOL_CALL]},
+            {"role": "tool", "tool_call_id": "call_abc123", "content": '{"temp_c": 18}'},
+        ],
+    )
+
+    tool_message = payload["meta"]["input"]["messages"][2]
+    assert tool_message["tool_results"] == [
+        {"name": "get_weather", "result": '{"temp_c": 18}', "tool_id": "call_abc123", "type": "function"}
+    ]
+
+
+def test_tool_result_without_a_matching_call_still_reports_its_id(logger: DataDogLLMObsLogger) -> None:
+    """A truncated conversation loses the call, so the name is unknown but the link must survive."""
+    payload = build(
+        logger,
+        messages=[{"role": "tool", "tool_call_id": "call_orphan", "content": "42"}],
+    )
+
+    assert payload["meta"]["input"]["messages"][0]["tool_results"] == [
+        {"name": "", "result": "42", "tool_id": "call_orphan", "type": "function"}
+    ]
+
+
+def test_cache_tokens_are_reported_as_span_metrics(logger: DataDogLLMObsLogger) -> None:
+    """
+    Datadog charts cache savings from span metrics; nested usage_object is not read for it.
+
+    litellm's normalized prompt count includes both cache categories, so the three cache
+    metrics must partition input_tokens: read + write + non_cached == input.
+    """
+    payload = build(
+        logger,
+        usage_object={"prompt_tokens_details": {"cached_tokens": 4300, "cache_write_tokens": 95}},
+    )
+
+    metrics = payload["metrics"]
+    assert metrics["cache_read_input_tokens"] == 4300.0
+    assert metrics["cache_write_input_tokens"] == 95.0
+    assert metrics["non_cached_input_tokens"] == 4447.0 - 4300.0 - 95.0
+    assert (
+        metrics["cache_read_input_tokens"] + metrics["cache_write_input_tokens"] + metrics["non_cached_input_tokens"]
+        == metrics["input_tokens"]
+    )
+
+
+def test_cache_write_tokens_are_not_counted_as_non_cached(logger: DataDogLLMObsLogger) -> None:
+    """A cache-priming request must not report its primed prefix as full-price uncached input."""
+    payload = build(logger, usage_object={"prompt_tokens_details": {"cache_write_tokens": 4000}})
+
+    assert payload["metrics"]["cache_write_input_tokens"] == 4000.0
+    assert payload["metrics"]["non_cached_input_tokens"] == 4447.0 - 4000.0
+    assert "cache_read_input_tokens" not in payload["metrics"]
+
+
+def test_a_fully_cached_request_reports_a_zero_non_cached_count(logger: DataDogLLMObsLogger) -> None:
+    """Zero residual is real data: everything was served from cache. Inconsistent counts clamp to it."""
+    payload = build(
+        logger,
+        usage_object={"prompt_tokens_details": {"cached_tokens": 4352, "cache_write_tokens": 95}},
+    )
+
+    assert payload["metrics"]["non_cached_input_tokens"] == 0.0
+
+
+def test_anthropic_top_level_cache_keys_are_read(logger: DataDogLLMObsLogger) -> None:
+    """A raw Anthropic usage dict records the counts top level, not under prompt_tokens_details."""
+    payload = build(
+        logger,
+        usage_object={"cache_read_input_tokens": 4300, "cache_creation_input_tokens": 95},
+    )
+
+    metrics = payload["metrics"]
+    assert metrics["cache_read_input_tokens"] == 4300.0
+    assert metrics["cache_write_input_tokens"] == 95.0
+    assert metrics["non_cached_input_tokens"] == 4447.0 - 4300.0 - 95.0
+
+
+def test_cache_metrics_come_from_the_normalized_field_not_the_anthropic_one(logger: DataDogLLMObsLogger) -> None:
+    """
+    litellm normalizes every provider's cache counters into prompt_tokens_details.
+
+    A real cached request from a non-Anthropic provider carries only `cached_tokens`, so
+    reading the Anthropic-specific `cache_read_input_tokens` key reports nothing for it.
+    """
+    payload = build(
+        logger,
+        usage_object={"prompt_tokens_details": {"audio_tokens": None, "cached_tokens": 4096}},
+        prompt_tokens=4335,
+    )
+
+    assert payload["metrics"]["cache_read_input_tokens"] == 4096.0
+    assert payload["metrics"]["non_cached_input_tokens"] == 4335.0 - 4096.0
+
+
+@pytest.mark.parametrize(
+    "usage_object",
+    [
+        {"prompt_tokens_details": {"cache_write_tokens": 95}},
+        {"prompt_tokens_details": {"cache_creation_tokens": 95}},
+        {"cache_creation_input_tokens": 95},
+    ],
+)
+def test_every_spelling_of_cache_write_tokens_is_read(
+    logger: DataDogLLMObsLogger, usage_object: dict[str, Any]
+) -> None:
+    """A raw usage dict that bypassed litellm's normalizer can carry any provider's spelling."""
+    payload = build(logger, usage_object=usage_object)
+
+    assert payload["metrics"]["cache_write_input_tokens"] == 95.0
+
+
+def test_a_cache_read_does_not_emit_a_zero_cache_write(logger: DataDogLLMObsLogger) -> None:
+    """A zero write on every cache-read span would drag Datadog's cache-write average to nothing."""
+    payload = build(logger, usage_object={"prompt_tokens_details": {"cached_tokens": 4096}})
+
+    assert payload["metrics"]["cache_read_input_tokens"] == 4096.0
+    assert "cache_write_input_tokens" not in payload["metrics"]
+
+
+def test_no_cache_keys_when_the_provider_reports_no_caching(logger: DataDogLLMObsLogger) -> None:
+    """An uncached request must not gain zero-valued cache metrics that dilute cache dashboards."""
+    payload = build(logger, usage_object={"prompt_tokens_details": None})
+
+    assert "cache_read_input_tokens" not in payload["metrics"]
+    assert "cache_write_input_tokens" not in payload["metrics"]
+    assert "non_cached_input_tokens" not in payload["metrics"]
+
+
+def test_reasoning_tokens_are_reported_as_span_metrics(logger: DataDogLLMObsLogger) -> None:
+    payload = build(logger, usage_object={"completion_tokens_details": {"reasoning_tokens": 128}})
+
+    assert payload["metrics"]["reasoning_output_tokens"] == 128.0
+
+
+def test_responses_reasoning_tokens_are_reported_as_span_metrics(logger: DataDogLLMObsLogger) -> None:
+    payload = build(logger, usage_object={"output_tokens_details": {"reasoning_tokens": 64}})
+
+    assert payload["metrics"]["reasoning_output_tokens"] == 64.0
+
+
+def test_zero_reasoning_tokens_are_not_reported(logger: DataDogLLMObsLogger) -> None:
+    payload = build(logger, usage_object={"completion_tokens_details": {"reasoning_tokens": 0}})
+
+    assert "reasoning_output_tokens" not in payload["metrics"]
+
+
+def test_reasoning_tokens_come_from_the_spelling_that_reports_them(logger: DataDogLLMObsLogger) -> None:
+    """A chat-details mapping without the count must not shadow the responses spelling that has it."""
+    payload = build(
+        logger,
+        usage_object={
+            "completion_tokens_details": {"accepted_prediction_tokens": 5},
+            "output_tokens_details": {"reasoning_tokens": 64},
+        },
+    )
+
+    assert payload["metrics"]["reasoning_output_tokens"] == 64.0
+
+
+def test_boolean_reasoning_tokens_are_not_a_count(logger: DataDogLLMObsLogger) -> None:
+    payload = build(logger, usage_object={"completion_tokens_details": {"reasoning_tokens": True}})
+
+    assert "reasoning_output_tokens" not in payload["metrics"]
+
+
+def test_tool_definitions_are_sent_on_meta(logger: DataDogLLMObsLogger) -> None:
+    payload = build(logger, model_parameters={"tools": [TOOL_DEFINITION]})
+
+    assert payload["meta"]["tool_definitions"] == [
+        {
+            "name": "get_weather",
+            "description": "Get current weather for a city",
+            "schema": {"type": "object", "properties": {"city": {"type": "string"}}, "required": ["city"]},
+        }
+    ]
+
+
+def test_cost_tags_include_present_categories_and_dimensions(logger: DataDogLLMObsLogger) -> None:
+    payload = build(
+        logger,
+        metadata={
+            "user_api_key_user_id": "User 42",
+            "user_api_key_alias": "Primary Key",
+            "team_alias": "Platform",
+            "routing_decision": {
+                "tier": "premium",
+                "cause": "high_complexity",
+                "score": 0.91,
+                "escalated": True,
+                "signals": ["long prompt"],
+                "routed_model": "openai/gpt-5",
+            },
+        },
+        model_group="premium-models",
+    )
+
+    assert payload["tags"][-8:] == [
+        "team:platform",
+        "user:user_42",
+        "key_alias:primary_key",
+        "model_group:premium-models",
+        "router_tier:premium",
+        "router_cause:high_complexity",
+        "router_escalated:true",
+        "routed_model:openai/gpt-5",
+    ]
+    assert payload["meta"]["metadata"]["_dd"]["cost_tags"] == [
+        "team",
+        "user",
+        "key_alias",
+        "model_group",
+        "router_tier",
+        "router_cause",
+        "router_escalated",
+        "routed_model",
+    ]
+
+
+def test_missing_cost_tag_values_are_not_declared(logger: DataDogLLMObsLogger) -> None:
+    payload = build(logger, metadata={"team_alias": "Platform"})
+
+    assert payload["meta"]["metadata"]["_dd"]["cost_tags"] == ["team"]
+    assert not any(tag.startswith(("user:", "key_alias:", "model_group:")) for tag in payload["tags"])
+
+
+def test_values_that_normalize_to_empty_are_not_tagged_or_declared(logger: DataDogLLMObsLogger) -> None:
+    payload = build(logger, metadata={"user_api_key_user_id": "___", "user_api_key_alias": "!!!"}, model_group="tier-1")
+
+    assert not any(tag in ("user:", "key_alias:") for tag in payload["tags"])
+    assert payload["meta"]["metadata"]["_dd"]["cost_tags"] == ["model_group"]
+
+
+def test_a_valueless_tag_from_the_shared_builder_is_not_declared(logger: DataDogLLMObsLogger) -> None:
+    """The team tag comes from the shared builder, which emits it bare when the alias normalizes away."""
+    payload = build(logger, metadata={"team_alias": "!!!"}, model_group="tier-1")
+
+    assert "team:" in payload["tags"]
+    assert payload["meta"]["metadata"]["_dd"]["cost_tags"] == ["model_group"]
+
+
+def test_router_fields_are_flattened(logger: DataDogLLMObsLogger) -> None:
+    payload = build(
+        logger,
+        metadata={
+            "routing_decision": {
+                "tier": "premium",
+                "cause": "high_complexity",
+                "score": 0.91,
+                "escalated": True,
+                "signals": ["secret prompt text"],
+                "routed_model": "openai/gpt-5",
+            }
+        },
+        model_group="premium-models",
+    )
+
+    assert payload["meta"]["metadata"]["router_tier"] == "premium"
+    assert payload["meta"]["metadata"]["router_cause"] == "high_complexity"
+    assert payload["meta"]["metadata"]["router_score"] == 0.91
+    assert payload["meta"]["metadata"]["router_escalated"] is True
+    assert payload["meta"]["metadata"]["router_signals"] == ["secret prompt text"]
+    assert payload["meta"]["metadata"]["routed_model"] == "openai/gpt-5"
+
+
+def test_a_context_escalated_route_reports_as_escalated(logger: DataDogLLMObsLogger) -> None:
+    """The router records a size-driven escalation under its own key, and it is still an escalation."""
+    payload = build(logger, metadata={"routing_decision": {"tier": "premium", "context_escalated": True}})
+
+    assert payload["meta"]["metadata"]["router_escalated"] is True
+    assert "router_escalated:true" in payload["tags"]
+
+
+def test_a_routed_request_that_did_not_escalate_reports_false(logger: DataDogLLMObsLogger) -> None:
+    """Without this the escalation dimension is absent on ordinary traffic, so nothing can group by it."""
+    payload = build(logger, metadata={"routing_decision": {"tier": "simple", "cause": "heuristic_scorer"}})
+
+    assert payload["meta"]["metadata"]["router_escalated"] is False
+    assert "router_escalated:false" in payload["tags"]
+    assert "router_escalated" in payload["meta"]["metadata"]["_dd"]["cost_tags"]
+
+
+def test_a_request_that_never_reached_a_router_has_no_router_fields(logger: DataDogLLMObsLogger) -> None:
+    payload = build(logger, model_group="premium-models")
+
+    assert "router_escalated" not in payload["meta"]["metadata"]
+    assert not any(tag.startswith("router_") for tag in payload["tags"])
+
+
+def test_redacted_payload_keeps_metrics_and_removes_sensitive_fields(logger: DataDogLLMObsLogger) -> None:
+    payload = build_payload(
+        messages=[{"role": "user", "content": "secret prompt"}],
+        response_message={"role": "assistant", "content": "secret response"},
+        usage_object={"prompt_tokens_details": {"cached_tokens": 128}},
+        metadata={"routing_decision": {"tier": "premium", "signals": ["secret prompt text"]}},
+        model_parameters={"tools": [TOOL_DEFINITION]},
+    )
+    with patch.dict(os.environ, {"DD_API_KEY": "k", "DD_SITE": "us5.datadoghq.com"}, clear=True):
+        with patch("asyncio.create_task"):
+            redacted_logger = DataDogLLMObsLogger(turn_off_message_logging=True)
+    redacted_payload = redacted_logger.redact_standard_logging_payload_from_model_call_details(payload)
+    result = json.loads(
+        safe_dumps(
+            redacted_logger.create_llm_obs_payload(
+                redacted_payload, datetime(2026, 9, 1, 12, 0, 0), datetime(2026, 9, 1, 12, 0, 2)
+            )
+        )
+    )
+
+    assert result["meta"]["input"]["messages"][0]["content"] == "redacted-by-litellm"
+    assert result["meta"]["output"]["messages"][0]["content"] == "redacted-by-litellm"
+    assert result["meta"]["metadata"]["router_tier"] == "premium"
+    assert "router_signals" not in result["meta"]["metadata"]
+    assert "routing_decision" not in result["meta"]["metadata"]
+    assert "tool_definitions" not in result["meta"]
+    assert result["metrics"]["cache_read_input_tokens"] == 128.0
+    assert result["metrics"]["total_cost"] == 0.02
+
+
+def test_redaction_drops_the_routing_record_carried_in_metadata(logger: DataDogLLMObsLogger) -> None:
+    """The whole routing record rides along in metadata, so dropping the flat copy alone leaks the prompt."""
+    with patch.dict(os.environ, {"DD_API_KEY": "k", "DD_SITE": "us5.datadoghq.com"}, clear=True):
+        with patch("asyncio.create_task"):
+            redacted_logger = DataDogLLMObsLogger(turn_off_message_logging=True)
+    result = json.loads(
+        safe_dumps(
+            redacted_logger.create_llm_obs_payload(
+                build_payload(
+                    metadata={
+                        "routing_decision": {
+                            "tier": "premium",
+                            "cause": "keyword_rule",
+                            "signals": ["secret prompt text"],
+                            "matched_keyword": "secret keyword",
+                            "escalation_keyword": "secret escalation",
+                        }
+                    }
+                ),
+                datetime(2026, 9, 1, 12, 0, 0),
+                datetime(2026, 9, 1, 12, 0, 2),
+            )
+        )
+    )
+
+    assert "routing_decision" not in result["meta"]["metadata"]
+    assert result["meta"]["metadata"]["router_tier"] == "premium"
+    assert result["meta"]["metadata"]["router_cause"] == "keyword_rule"
+    assert "secret" not in safe_dumps(result["meta"]["metadata"])
+
+
+def test_a_failure_span_redacts_its_messages(logger: DataDogLLMObsLogger) -> None:
+    """The redaction hook only runs on success, so the failure span has to redact for itself."""
+    failed = build_payload(messages=[{"role": "user", "content": "secret prompt"}])
+    failed["standard_logging_object"]["status"] = "failure"
+    failed["standard_logging_object"]["response"] = None
+    failed["standard_logging_object"]["error_information"] = {"error_message": "boom", "error_class": "BadRequestError"}
+    with patch.dict(os.environ, {"DD_API_KEY": "k", "DD_SITE": "us5.datadoghq.com"}, clear=True):
+        with patch("asyncio.create_task"):
+            redacted_logger = DataDogLLMObsLogger(turn_off_message_logging=True)
+    result = json.loads(
+        safe_dumps(
+            redacted_logger.create_llm_obs_payload(
+                failed, datetime(2026, 9, 1, 12, 0, 0), datetime(2026, 9, 1, 12, 0, 2)
+            )
+        )
+    )
+
+    assert result["meta"]["input"]["messages"] == [{"role": "user", "content": "redacted-by-litellm"}]
+    assert result["meta"]["output"]["messages"] == []
+    assert result["status"] == "error"
+
+
+def test_excluding_messages_from_the_logging_payload_still_ships_the_span(logger: DataDogLLMObsLogger) -> None:
+    """`standard_logging_payload_excluded_fields` deletes the key, and a span with no prompt is still a span."""
+    payload = build_payload()
+    del payload["standard_logging_object"]["messages"]
+
+    span = json.loads(
+        safe_dumps(
+            logger.create_llm_obs_payload(payload, datetime(2026, 9, 1, 12, 0, 0), datetime(2026, 9, 1, 12, 0, 2))
+        )
+    )
+
+    assert span["meta"]["input"]["messages"] == []
+    assert span["metrics"]["total_cost"] == 0.02
+
+
+def test_an_explicit_redaction_setting_survives_the_global_params(logger: DataDogLLMObsLogger) -> None:
+    """Global params carry defaults for keys the operator never set, and those must not win."""
+    with patch.dict(os.environ, {"DD_API_KEY": "k", "DD_SITE": "us5.datadoghq.com"}, clear=True):
+        with patch("asyncio.create_task"):
+            with patch.object(  # test-quality-ok: the ctor reads this module global with no injection seam
+                litellm, "datadog_llm_observability_params", {}
+            ):
+                configured_logger = DataDogLLMObsLogger(
+                    turn_off_message_logging=True
+                )  # test-quality-ok: verifies ctor setting
+
+    assert configured_logger.turn_off_message_logging is True
+
+
+def _redacting_logger(
+    **kwargs: Any,
+) -> DataDogLLMObsLogger:  # test-quality-ok: shared test factory accepts init variants
+    with patch.dict(os.environ, {"DD_API_KEY": "k", "DD_SITE": "us5.datadoghq.com"}, clear=True):
+        with patch("asyncio.create_task"):
+            return DataDogLLMObsLogger(**kwargs)
+
+
+def _span_json(logger_under_test: DataDogLLMObsLogger, payload: dict[str, Any]) -> dict[str, Any]:
+    span = logger_under_test.create_llm_obs_payload(
+        payload, datetime(2026, 9, 1, 12, 0, 0), datetime(2026, 9, 1, 12, 0, 2)
+    )
+    return json.loads(safe_dumps(span))
+
+
+def test_redaction_keeps_the_conversation_shape_without_its_content() -> None:
+    """Roles and message count survive so the trace stays legible; contents and tool payloads do not."""
+    result = _span_json(
+        _redacting_logger(turn_off_message_logging=True),
+        build_payload(
+            messages=[
+                {"role": "user", "content": "secret prompt"},
+                {"role": "assistant", "content": None, "tool_calls": [ASSISTANT_TOOL_CALL]},
+            ],
+            response_message={"role": "assistant", "content": "secret response"},
+        ),
+    )
+
+    assert result["meta"]["input"]["messages"] == [
+        {"role": "user", "content": "redacted-by-litellm"},
+        {"role": "assistant", "content": "redacted-by-litellm"},
+    ]
+    assert result["meta"]["output"]["messages"] == [{"role": "assistant", "content": "redacted-by-litellm"}]
+
+
+def test_redaction_drops_unrecognized_and_malformed_message_roles() -> None:
+    """Caller-controlled role values must not bypass redaction or crash span creation."""
+    result = _span_json(
+        _redacting_logger(turn_off_message_logging=True),
+        build_payload(
+            messages=[
+                {"role": "SECRET-39402", "content": "hello"},
+                {"role": ["SECRET-39402"], "content": "hello"},
+                {"role": {"secret": "SECRET-39402"}, "content": "hello"},
+                {"role": "agent", "content": "hello"},
+            ]
+        ),
+    )
+
+    assert result["meta"]["input"]["messages"] == [
+        {"role": "", "content": "redacted-by-litellm"},
+        {"role": "", "content": "redacted-by-litellm"},
+        {"role": "", "content": "redacted-by-litellm"},
+        {"role": "agent", "content": "redacted-by-litellm"},
+    ]
+    assert "SECRET-39402" not in safe_dumps(result)
+
+
+def test_the_deprecated_message_logging_flag_engages_the_same_redaction() -> None:
+    """The platform redacts for `message_logging is not True`, so this callback's own gate must agree."""
+    result = _span_json(
+        _redacting_logger(message_logging=False),
+        build_payload(
+            messages=[{"role": "user", "content": "secret prompt"}],
+            model_parameters={"tools": [TOOL_DEFINITION]},
+            metadata={"routing_decision": {"tier": "premium", "signals": ["secret prompt text"]}},
+        ),
+    )
+
+    assert result["meta"]["input"]["messages"] == [{"role": "user", "content": "redacted-by-litellm"}]
+    assert "tool_definitions" not in result["meta"]
+    assert "routing_decision" not in result["meta"]["metadata"]
+
+
+def test_a_truthy_redaction_setting_redacts_like_the_shared_hook() -> None:
+    """The shared hook redacts on truthiness, so a config-provided string must not half-redact the span."""
+    result = _span_json(
+        _redacting_logger(turn_off_message_logging="yes"),
+        build_payload(messages=[{"role": "user", "content": "secret prompt"}]),
+    )
+
+    assert result["meta"]["input"]["messages"] == [{"role": "user", "content": "redacted-by-litellm"}]
+
+
+def test_redaction_drops_every_prompt_carrying_metadata_record(logger: DataDogLLMObsLogger) -> None:
+    """Tool arguments, retrieved text, and the guardrail's copy of the request ride in metadata records too."""
+    sensitive_metadata: dict[str, Any] = {
+        "requester_metadata": {"note": "secret prompt text"},
+        "prompt_management_metadata": {"prompt_id": "p1", "prompt_variables": {"topic": "secret"}},
+        "mcp_tool_call_metadata": {"name": "search", "arguments": {"query": "secret"}},
+        "vector_store_request_metadata": [{"query": "secret"}],
+    }
+
+    def sensitive_payload() -> dict[str, Any]:
+        payload = build_payload(metadata=sensitive_metadata)
+        payload["standard_logging_object"]["guardrail_information"] = [
+            {"guardrail_name": "g", "guardrail_request": {"messages": [{"content": "secret prompt"}]}}
+        ]
+        return payload
+
+    redacted = _span_json(_redacting_logger(turn_off_message_logging=True), sensitive_payload())
+    unredacted = _span_json(logger, sensitive_payload())
+
+    assert "secret" not in safe_dumps(redacted["meta"]["metadata"])
+    for record in sensitive_metadata:
+        assert record not in redacted["meta"]["metadata"]
+        assert record in unredacted["meta"]["metadata"]
+    assert redacted["meta"]["metadata"]["guardrail_information"] is None
+    assert unredacted["meta"]["metadata"]["guardrail_information"] is not None
+
+
+def test_tool_definitions_accept_the_bare_anthropic_shape(logger: DataDogLLMObsLogger) -> None:
+    """The Anthropic surface declares tools unwrapped, with input_schema instead of parameters."""
+    payload = build(
+        logger,
+        model_parameters={"tools": [{"name": "get_weather", "description": "d", "input_schema": {"type": "object"}}]},
+    )
+
+    assert payload["meta"]["tool_definitions"] == [
+        {"name": "get_weather", "description": "d", "schema": {"type": "object"}}
+    ]
+
+
+def test_meta_omits_tool_definitions_when_no_tools_were_offered(logger: DataDogLLMObsLogger) -> None:
+    assert "tool_definitions" not in build(logger)["meta"]
+
+
+def test_a_ddtrace_integer_parent_id_is_forwarded_as_its_string(logger: DataDogLLMObsLogger) -> None:
+    """ddtrace hands span ids as ints; dropping them detaches the span from its APM trace."""
+    kwargs = build_payload()
+    kwargs["litellm_params"]["metadata"]["parent_id"] = 8675309
+    start = datetime(2026, 9, 1, 12, 0, 0)
+    span = json.loads(safe_dumps(logger.create_llm_obs_payload(kwargs, start, start + timedelta(seconds=2))))
+    assert span["parent_id"] == "8675309"
+
+
+def test_unparseable_tool_arguments_are_preserved_rather_than_dropped(logger: DataDogLLMObsLogger) -> None:
+    """A truncated argument string is still the only record of what the model tried to call."""
+    payload = build(
+        logger,
+        response_message={
+            "role": "assistant",
+            "content": None,
+            "tool_calls": [{"id": "c1", "type": "function", "function": {"name": "f", "arguments": '{"city":'}}],
+        },
+    )
+
+    assert payload["meta"]["output"]["messages"][0]["tool_calls"][0]["arguments"] == '{"city":'
+
+
+def test_oversized_tool_arguments_ship_unparsed(logger: DataDogLLMObsLogger) -> None:
+    """
+    Decoding attacker-sized compact JSON multiplies memory for a span that is only logging.
+
+    This payload is perfectly valid JSON, so the only reason it arrives as a string is the
+    size bound; a smaller copy of the same shape comes back as an object below.
+    """
+    oversized = '{"a":"' + "x" * 300_000 + '"}'
+
+    payload = build(
+        logger,
+        response_message={
+            "role": "assistant",
+            "content": None,
+            "tool_calls": [{"id": "c1", "type": "function", "function": {"name": "f", "arguments": oversized}}],
+        },
+    )
+
+    assert payload["meta"]["output"]["messages"][0]["tool_calls"][0]["arguments"] == oversized
+
+
+def test_valid_arguments_below_the_bound_still_parse(logger: DataDogLLMObsLogger) -> None:
+    """The size bound must not swallow ordinary arguments; this is the oversized test's control."""
+    payload = build(
+        logger,
+        response_message={
+            "role": "assistant",
+            "content": None,
+            "tool_calls": [
+                {"id": "c1", "type": "function", "function": {"name": "f", "arguments": '{"a":"' + "x" * 64 + '"}'}}
+            ],
+        },
+    )
+
+    assert payload["meta"]["output"]["messages"][0]["tool_calls"][0]["arguments"] == {"a": "x" * 64}
+
+
+def test_a_result_is_named_even_when_its_call_had_unparseable_arguments(logger: DataDogLLMObsLogger) -> None:
+    """Correlating a result to its call reads ids and names, so bad arguments cannot break linking."""
+    payload = build(
+        logger,
+        messages=[
+            {
+                "role": "assistant",
+                "content": None,
+                "tool_calls": [
+                    {"id": "call_abc123", "type": "function", "function": {"name": "get_weather", "arguments": "{"}}
+                ],
+            },
+            {"role": "tool", "tool_call_id": "call_abc123", "content": "18C"},
+        ],
+    )
+
+    assert payload["meta"]["input"]["messages"][1]["tool_results"] == [
+        {"name": "get_weather", "result": "18C", "tool_id": "call_abc123", "type": "function"}
+    ]
+
+
+def test_deeply_nested_tool_arguments_do_not_drop_the_span(logger: DataDogLLMObsLogger) -> None:
+    """json.loads raises RecursionError, not JSONDecodeError, on hostile nesting."""
+    payload = build(
+        logger,
+        response_message={
+            "role": "assistant",
+            "content": None,
+            "tool_calls": [{"id": "c1", "type": "function", "function": {"name": "f", "arguments": "[" * 50_000}}],
+        },
+    )
+
+    assert payload["meta"]["output"]["messages"][0]["tool_calls"][0]["arguments"] == "[" * 50_000
+
+
+def test_tool_arguments_that_parse_to_a_non_object_stay_a_string(logger: DataDogLLMObsLogger) -> None:
+    """Datadog types arguments as an object, so a bare JSON scalar must not land there as one."""
+    payload = build(
+        logger,
+        response_message={
+            "role": "assistant",
+            "content": None,
+            "tool_calls": [{"id": "c1", "type": "function", "function": {"name": "f", "arguments": "42"}}],
+        },
+    )
+
+    assert payload["meta"]["output"]["messages"][0]["tool_calls"][0]["arguments"] == "42"
+
+
+def test_a_tool_without_a_name_is_not_offered_as_a_definition(logger: DataDogLLMObsLogger) -> None:
+    """A nameless tool cannot be matched to a call, so it is dropped rather than sent blank."""
+    payload = build(logger, model_parameters={"tools": [{"function": {"description": "no name"}}, TOOL_DEFINITION]})
+
+    assert [tool["name"] for tool in payload["meta"]["tool_definitions"]] == ["get_weather"]
+
+
+def test_a_tool_definition_without_a_schema_omits_the_field(logger: DataDogLLMObsLogger) -> None:
+    """An empty schema object would read as a tool that takes no arguments, which is a different claim."""
+    payload = build(logger, model_parameters={"tools": [{"name": "ping", "description": "d"}]})
+
+    assert payload["meta"]["tool_definitions"] == [{"name": "ping", "description": "d"}]
+
+
+def test_a_non_dict_message_still_reaches_datadog(logger: DataDogLLMObsLogger) -> None:
+    """Callers can log arbitrary message payloads, and dropping the span over one loses the request."""
+    payload = build(logger, messages=["just a bare string"])
+
+    assert payload["meta"]["input"]["messages"] == [{"input": "just a bare string"}]
+
+
+def test_messages_logged_as_a_bare_string_still_reach_datadog(logger: DataDogLLMObsLogger) -> None:
+    payload = build(logger, messages="the whole prompt as one string")
+
+    assert payload["meta"]["input"]["messages"] == [{"input": "the whole prompt as one string"}]
+
+
+def test_non_chat_call_types_log_an_empty_input(logger: DataDogLLMObsLogger) -> None:
+    """Embedding and image calls carry no messages; fabricating an "None" turn misreads in Datadog."""
+    payload = build(logger, messages=None)
+
+    assert payload["meta"]["input"]["messages"] == []
+
+
+def test_anthropic_tool_blocks_map_to_tool_calls_and_results(logger: DataDogLLMObsLogger) -> None:
+    """/v1/messages carries tool traffic as content blocks, not OpenAI fields."""
+    payload = build(
+        logger,
+        messages=[
+            {"role": "user", "content": [{"type": "text", "text": "Weather in Tokyo?"}]},
+            {
+                "role": "assistant",
+                "content": [{"type": "tool_use", "id": "toolu_1", "name": "get_weather", "input": {"city": "Tokyo"}}],
+            },
+            {"role": "user", "content": [{"type": "tool_result", "tool_use_id": "toolu_1", "content": "18C"}]},
+        ],
+    )
+
+    assistant, result_turn = payload["meta"]["input"]["messages"][1:3]
+    assert assistant["tool_calls"] == [
+        {"name": "get_weather", "arguments": {"city": "Tokyo"}, "tool_id": "toolu_1", "type": "tool_use"}
+    ]
+    assert result_turn["tool_results"] == [
+        {"name": "get_weather", "result": "18C", "tool_id": "toolu_1", "type": "function"}
+    ]
+
+
+def test_content_with_no_text_parts_is_preserved_not_blanked(logger: DataDogLLMObsLogger) -> None:
+    """A content list the mapper does not understand must ride along, not be erased."""
+    blocks = [{"type": "image_url", "image_url": {"url": "https://example.com/x.png"}}]
+    payload = build(logger, messages=[{"role": "user", "content": blocks}])
+
+    assert payload["meta"]["input"]["messages"][0]["content"] == blocks
+
+
+def test_multimodal_content_parts_are_flattened_to_text(logger: DataDogLLMObsLogger) -> None:
+    """Datadog types Message.content as a string, so content lists collapse to their text."""
+    payload = build(
+        logger,
+        messages=[
+            {"role": "user", "content": [{"type": "text", "text": "describe "}, {"type": "text", "text": "this"}]}
+        ],
+    )
+
+    assert payload["meta"]["input"]["messages"][0]["content"] == "describe this"
+
+
+def test_mapping_input_messages_does_not_mutate_the_shared_payload(logger: DataDogLLMObsLogger) -> None:
+    """Sibling callbacks read the same messages list, so flattening must not write through it."""
+    messages: list[dict[str, Any]] = [{"role": "user", "content": [{"type": "text", "text": "hi"}]}]
+    kwargs = build_payload(messages=messages)
+    start = datetime(2026, 9, 1, 12, 0, 0)
+
+    logger.create_llm_obs_payload(kwargs, start, start + timedelta(seconds=1))
+
+    assert messages[0]["content"] == [{"type": "text", "text": "hi"}]
+
+
+def test_reasoning_content_survives_the_mapping(logger: DataDogLLMObsLogger) -> None:
+    payload = build(
+        logger,
+        response_message={"role": "assistant", "content": "answer", "reasoning_content": "thinking"},
+    )
+
+    assert payload["meta"]["output"]["messages"][0]["reasoning_content"] == "thinking"
diff --git a/tests/test_litellm/integrations/otel/test_langfuse_logger.py b/tests/test_litellm/integrations/otel/test_langfuse_logger.py
new file mode 100644
index 00000000000..8f93a9a564f
--- /dev/null
+++ b/tests/test_litellm/integrations/otel/test_langfuse_logger.py
@@ -0,0 +1,359 @@
+"""Tests for ``LangfuseOpenTelemetryV2``: the root observation's input and output are stamped from the
+request-task hooks, while the root span is still recording, so Langfuse can show them on the trace."""
+
+import asyncio
+import json
+from collections.abc import AsyncIterator, Sequence
+from typing import Final
+
+import pytest
+
+pytest.importorskip("opentelemetry")
+
+from opentelemetry.sdk.trace.export.in_memory_span_exporter import InMemorySpanExporter  # noqa: E402
+
+import litellm  # noqa: E402
+from litellm.caching.dual_cache import DualCache  # noqa: E402
+from litellm.integrations.otel.logger import build_otel_v2_logger  # noqa: E402
+from litellm.integrations.otel.model.config import OpenTelemetryV2Config, is_otel_v2_enabled  # noqa: E402
+from litellm.integrations.otel.model.spans import LITELLM_PROXY_REQUEST_SPAN_NAME, SpanRole  # noqa: E402
+from litellm.integrations.otel.plumbing import context as otel_context  # noqa: E402
+from litellm.integrations.otel.plumbing import providers  # noqa: E402
+from litellm.integrations.otel.plumbing.context import set_request_root_span  # noqa: E402
+from litellm.litellm_core_utils.litellm_logging import _maybe_construct_otel_v2  # noqa: E402
+from litellm.proxy._types import UserAPIKeyAuth  # noqa: E402
+from litellm.proxy.utils import ProxyLogging  # noqa: E402
+from litellm.types.llms.openai import (  # noqa: E402
+    ResponseCompletedEvent,
+    ResponsesAPIResponse,
+    ResponsesAPIStreamEvents,
+)
+from litellm.types.utils import (  # noqa: E402
+    Choices,
+    Delta,
+    Embedding,
+    EmbeddingResponse,
+    Message,
+    ModelResponse,
+    ModelResponseStream,
+    StreamingChoices,
+)
+
+INPUT_ATTR: Final = "langfuse.observation.input"
+OUTPUT_ATTR: Final = "langfuse.observation.output"
+CHAT_DATA: Final = {"model": "gpt-5.4-mini", "messages": [{"role": "user", "content": "ping"}]}
+
+
+@pytest.fixture(autouse=True)
+def _reset_request_root_span():
+    otel_context._request_root_span.set(None)
+    yield
+    otel_context._request_root_span.set(None)
+
+
+def _logger(*, capture: str = "span_only", mappers: Sequence[str] = ("genai", "langfuse")):
+    cfg = OpenTelemetryV2Config(exporter="in_memory", mapper_names=list(mappers), capture_message_content=capture)
+    exporter = InMemorySpanExporter()
+    tracer_provider = providers.build_tracer_provider(cfg, exporter=exporter)
+    return build_otel_v2_logger(config=cfg, tracer_provider=tracer_provider), exporter
+
+
+def _start_root(logger):
+    root = logger._emitter.start_span(SpanRole.PROXY_REQUEST, LITELLM_PROXY_REQUEST_SPAN_NAME)
+    set_request_root_span(root)
+    return root
+
+
+def _root_attrs(exporter):
+    by_name = {span.name: span for span in exporter.get_finished_spans()}
+    return dict(by_name[LITELLM_PROXY_REQUEST_SPAN_NAME].attributes or {})
+
+
+def _run_request(logger, data: dict, call_type: str, response: object):
+    root = _start_root(logger)
+    asyncio.run(logger.async_pre_call_hook(UserAPIKeyAuth(), DualCache(), data, call_type))
+    asyncio.run(logger.async_post_call_success_hook(data=data, user_api_key_dict=UserAPIKeyAuth(), response=response))
+    root.end()
+
+
+async def _relay(logger, chunks: Sequence[object], data: dict) -> list[object]:
+    async def source() -> AsyncIterator[object]:
+        for chunk in chunks:
+            yield chunk
+
+    return [chunk async for chunk in logger.async_post_call_streaming_iterator_hook(UserAPIKeyAuth(), source(), data)]
+
+
+def _run_stream(logger, data: dict, chunks: Sequence[object]) -> list[object]:
+    root = _start_root(logger)
+    asyncio.run(logger.async_pre_call_hook(UserAPIKeyAuth(), DualCache(), data, "acompletion"))
+    relayed = asyncio.run(_relay(logger, chunks, data))
+    root.end()
+    return relayed
+
+
+def _chat_chunk(content: str | None, finish_reason: str | None = None) -> ModelResponseStream:
+    return ModelResponseStream(
+        id="chatcmpl-1",
+        created=1,
+        model="gpt-5.4-mini",
+        choices=[StreamingChoices(index=0, delta=Delta(content=content), finish_reason=finish_reason)],
+    )
+
+
+def _responses_api_response() -> ResponsesAPIResponse:
+    return ResponsesAPIResponse(
+        id="resp_1",
+        created_at=1,
+        output=[
+            {
+                "type": "message",
+                "id": "msg_1",
+                "status": "completed",
+                "role": "assistant",
+                "content": [{"type": "output_text", "text": "pong", "annotations": []}],
+            }
+        ],
+    )
+
+
+def _anthropic_sse_frames() -> tuple[bytes, ...]:
+    events = (
+        {
+            "type": "message_start",
+            "message": {
+                "id": "msg_1",
+                "type": "message",
+                "role": "assistant",
+                "model": "claude-sonnet-4-5",
+                "content": [],
+                "stop_reason": None,
+                "usage": {"input_tokens": 1, "output_tokens": 0},
+            },
+        },
+        {"type": "content_block_start", "index": 0, "content_block": {"type": "text", "text": ""}},
+        {"type": "content_block_delta", "index": 0, "delta": {"type": "text_delta", "text": "po"}},
+        {"type": "content_block_delta", "index": 0, "delta": {"type": "text_delta", "text": "ng"}},
+        {"type": "content_block_stop", "index": 0},
+        {"type": "message_delta", "delta": {"stop_reason": "end_turn"}, "usage": {"output_tokens": 2}},
+        {"type": "message_stop"},
+    )
+    return tuple(f"event: {event['type']}\ndata: {json.dumps(event)}\n\n".encode() for event in events)
+
+
+def test_chat_request_stamps_root_observation_input_and_output():
+    logger, exporter = _logger()
+    response = ModelResponse(choices=[Choices(message=Message(role="assistant", content="pong"))])
+
+    _run_request(logger, CHAT_DATA, "acompletion", response)
+
+    attrs = _root_attrs(exporter)
+    assert json.loads(attrs[INPUT_ATTR]) == [{"role": "user", "content": "ping"}]
+    output = json.loads(attrs[OUTPUT_ATTR])
+    assert [(turn["role"], turn["content"]) for turn in output] == [("assistant", "pong")]
+
+
+def test_responses_request_folds_instructions_into_input_and_stamps_output_items():
+    logger, exporter = _logger()
+    data = {"model": "gpt-5.4-mini", "instructions": "be terse", "input": "ping"}
+
+    _run_request(logger, data, "aresponses", _responses_api_response())
+
+    attrs = _root_attrs(exporter)
+    assert json.loads(attrs[INPUT_ATTR]) == [
+        {"role": "system", "content": "be terse"},
+        {"role": "user", "content": "ping"},
+    ]
+    output = json.loads(attrs[OUTPUT_ATTR])
+    assert output[0]["role"] == "assistant"
+    assert output[0]["content"][0]["text"] == "pong"
+
+
+def test_anthropic_messages_request_folds_system_into_input_and_stamps_content_blocks():
+    logger, exporter = _logger()
+    data = {"model": "claude-sonnet-4-5", "system": "be terse", "messages": [{"role": "user", "content": "ping"}]}
+    response = {"type": "message", "role": "assistant", "content": [{"type": "text", "text": "pong"}]}
+
+    _run_request(logger, data, "aanthropic_messages", response)
+
+    attrs = _root_attrs(exporter)
+    assert json.loads(attrs[INPUT_ATTR]) == [
+        {"role": "system", "content": "be terse"},
+        {"role": "user", "content": "ping"},
+    ]
+    assert json.loads(attrs[OUTPUT_ATTR]) == [{"role": "assistant", "content": [{"type": "text", "text": "pong"}]}]
+
+
+def test_chat_stream_relays_chunks_untouched_and_stamps_assembled_output():
+    logger, exporter = _logger()
+    chunks = (_chat_chunk("po"), _chat_chunk("ng"), _chat_chunk(None, finish_reason="stop"))
+
+    relayed = _run_stream(logger, CHAT_DATA, chunks)
+
+    assert [id(chunk) for chunk in relayed] == [id(chunk) for chunk in chunks]
+    output = json.loads(_root_attrs(exporter)[OUTPUT_ATTR])
+    assert [(turn["role"], turn["content"]) for turn in output] == [("assistant", "pong")]
+
+
+def test_responses_stream_stamps_output_from_the_completed_event():
+    logger, exporter = _logger()
+    completed = ResponseCompletedEvent(
+        type=ResponsesAPIStreamEvents.RESPONSE_COMPLETED, response=_responses_api_response()
+    )
+    chunks = ({"type": "response.created"}, {"type": "response.output_text.delta", "delta": "pong"}, completed)
+
+    relayed = _run_stream(logger, {"model": "gpt-5.4-mini", "input": "ping"}, chunks)
+
+    assert relayed == list(chunks)
+    output = json.loads(_root_attrs(exporter)[OUTPUT_ATTR])
+    assert output[0]["content"][0]["text"] == "pong"
+
+
+def test_anthropic_sse_stream_stamps_output_from_the_assembled_frames():
+    logger, exporter = _logger()
+    frames = _anthropic_sse_frames()
+
+    relayed = _run_stream(
+        logger, {"model": "claude-sonnet-4-5", "messages": [{"role": "user", "content": "ping"}]}, frames
+    )
+
+    assert relayed == list(frames)
+    output = json.loads(_root_attrs(exporter)[OUTPUT_ATTR])
+    assert [(turn["role"], turn["content"]) for turn in output] == [("assistant", "pong")]
+
+
+def test_root_observation_io_survives_the_root_ending_before_the_success_callback():
+    logger, exporter = _logger()
+    response = ModelResponse(choices=[Choices(message=Message(role="assistant", content="pong"))])
+    root = _start_root(logger)
+    asyncio.run(logger.async_pre_call_hook(UserAPIKeyAuth(), DualCache(), CHAT_DATA, "acompletion"))
+    logger.log_pre_api_call(
+        model="gpt-5.4-mini",
+        messages=[],
+        kwargs={"litellm_call_id": "call_1", "litellm_params": {"metadata": {}}},
+    )
+    asyncio.run(
+        logger.async_post_call_success_hook(data=CHAT_DATA, user_api_key_dict=UserAPIKeyAuth(), response=response)
+    )
+    root.end()
+
+    payload = {
+        "call_type": "acompletion",
+        "custom_llm_provider": "openai",
+        "model": "gpt-5.4-mini",
+        "messages": CHAT_DATA["messages"],
+        "response": response.model_dump(),
+        "status": "success",
+        "litellm_call_id": "call_1",
+        "metadata": {},
+        "hidden_params": {},
+    }
+    asyncio.run(
+        logger.async_log_success_event(
+            {"standard_logging_object": payload, "litellm_params": {"metadata": {}}}, response, None, None
+        )
+    )
+
+    attrs = _root_attrs(exporter)
+    assert INPUT_ATTR in attrs and OUTPUT_ATTR in attrs
+    generation = next(span for span in exporter.get_finished_spans() if span.name != LITELLM_PROXY_REQUEST_SPAN_NAME)
+    assert OUTPUT_ATTR in dict(generation.attributes or {})
+
+
+def test_root_input_is_the_request_as_the_pre_call_chain_left_it():
+    logger, exporter = _logger()
+    raw = {"model": "gpt-5.4-mini", "messages": [{"role": "user", "content": "my ssn is 123-45-6789"}]}
+    masked = {"model": "gpt-5.4-mini", "messages": [{"role": "user", "content": "my ssn is [REDACTED]"}]}
+    response = ModelResponse(choices=[Choices(message=Message(role="assistant", content="noted"))])
+    root = _start_root(logger)
+    asyncio.run(logger.async_pre_call_hook(UserAPIKeyAuth(), DualCache(), raw, "acompletion"))
+    asyncio.run(logger.async_post_call_success_hook(data=masked, user_api_key_dict=UserAPIKeyAuth(), response=response))
+    root.end()
+
+    assert json.loads(_root_attrs(exporter)[INPUT_ATTR]) == masked["messages"]
+
+
+def test_root_already_ended_is_left_alone():
+    logger, exporter = _logger()
+    response = ModelResponse(choices=[Choices(message=Message(role="assistant", content="pong"))])
+    root = _start_root(logger)
+    root.end()
+
+    asyncio.run(
+        logger.async_post_call_success_hook(data=CHAT_DATA, user_api_key_dict=UserAPIKeyAuth(), response=response)
+    )
+
+    attrs = _root_attrs(exporter)
+    assert INPUT_ATTR not in attrs and OUTPUT_ATTR not in attrs
+
+
+def test_responses_without_a_message_body_stamp_neither_input_nor_output():
+    logger, exporter = _logger()
+    embedding = EmbeddingResponse(model="e", data=[Embedding(embedding=[0.1], index=0, object="embedding")])
+
+    _run_request(logger, {"model": "e", "input": "ping"}, "aembedding", embedding)
+
+    attrs = _root_attrs(exporter)
+    assert INPUT_ATTR not in attrs and OUTPUT_ATTR not in attrs
+
+
+def test_unrenderable_output_never_raises_into_the_request():
+    logger, exporter = _logger()
+
+    _run_request(logger, CHAT_DATA, "acompletion", object())
+
+    attrs = _root_attrs(exporter)
+    assert INPUT_ATTR not in attrs and OUTPUT_ATTR not in attrs
+
+
+@pytest.mark.parametrize(
+    ("capture", "mappers"),
+    [("no_content", ("genai", "langfuse")), ("span_only", ("genai",))],
+)
+def test_factory_keeps_the_base_logger_unless_langfuse_content_capture_is_on(capture, mappers):
+    logger, exporter = _logger(capture=capture, mappers=mappers)
+
+    _run_request(logger, CHAT_DATA, "acompletion", ModelResponse())
+    attrs = _root_attrs(exporter)
+    assert INPUT_ATTR not in attrs and OUTPUT_ATTR not in attrs
+
+
+@pytest.mark.parametrize(
+    ("capture", "mappers", "relays_streams"),
+    [
+        ("span_only", ("genai", "langfuse"), True),
+        ("no_content", ("genai", "langfuse"), False),
+        ("span_only", ("genai",), False),
+    ],
+)
+def test_only_langfuse_content_capture_takes_proxy_streams_off_the_fast_path(
+    monkeypatch, capture, mappers, relays_streams
+):
+    logger, _ = _logger(capture=capture, mappers=mappers)
+    monkeypatch.setattr(litellm, "callbacks", [logger])
+
+    assert ProxyLogging._callback_capabilities().has_iterator_override is relays_streams
+
+
+def test_langfuse_otel_preset_builds_a_logger_that_stamps_the_root(monkeypatch):
+    monkeypatch.setenv("LITELLM_OTEL_V2", "true")
+    monkeypatch.setenv("LANGFUSE_PUBLIC_KEY", "pk")
+    monkeypatch.setenv("LANGFUSE_SECRET_KEY", "sk")
+    monkeypatch.setenv("LANGFUSE_HOST", "https://cloud.langfuse.com")
+    monkeypatch.setenv("OTEL_INSTRUMENTATION_GENAI_CAPTURE_MESSAGE_CONTENT", "span_only")
+    is_otel_v2_enabled.cache_clear()
+
+    loggers: list = []
+    try:
+        built = _maybe_construct_otel_v2("langfuse_otel", loggers)
+        assert built is not None
+        assert _maybe_construct_otel_v2("langfuse_otel", loggers) is built
+        root = _start_root(built)
+        response = ModelResponse(choices=[Choices(message=Message(role="assistant", content="pong"))])
+        asyncio.run(
+            built.async_post_call_success_hook(data=CHAT_DATA, user_api_key_dict=UserAPIKeyAuth(), response=response)
+        )
+        attrs = dict(root.attributes or {})
+        assert INPUT_ATTR in attrs and OUTPUT_ATTR in attrs
+    finally:
+        is_otel_v2_enabled.cache_clear()
diff --git a/tests/test_litellm/integrations/otel/test_otel_v2_sources_of_truth.py b/tests/test_litellm/integrations/otel/test_otel_v2_sources_of_truth.py
index ca628aa3405..99d706a9c44 100644
--- a/tests/test_litellm/integrations/otel/test_otel_v2_sources_of_truth.py
+++ b/tests/test_litellm/integrations/otel/test_otel_v2_sources_of_truth.py
@@ -541,6 +541,74 @@ def test_llm_call_adapter_extracts_cache_tokens_from_usage_object():
     assert data.usage.cache_read_input_tokens == 3
 
 
+def test_llm_call_adapter_normalizes_nested_cache_tokens():
+    cases: Final = (
+        ({"prompt_tokens_details": {"cached_tokens": 3}}, 3, None),
+        ({"prompt_cache_hit_tokens": 11}, 11, None),
+        ({"prompt_tokens_details": {"cache_write_tokens": 7}}, None, 7),
+        ({"prompt_tokens_details": {"cache_creation_tokens": 13}}, None, 13),
+        ({"prompt_tokens_details": {"cache_creation_input_tokens": 17}}, None, 17),
+    )
+    for usage_object, expected_read, expected_creation in cases:
+        case_payload = _sample_payload(metadata={"usage_object": usage_object})
+        data = LLMCallSpanData.from_standard_logging_payload(case_payload)
+        assert data.usage.cache_read_input_tokens == expected_read
+        assert data.usage.cache_creation_input_tokens == expected_creation
+
+
+def test_llm_call_adapter_prefers_nested_count_over_zero_top_level():
+    payload = _sample_payload(
+        metadata={
+            "usage_object": {
+                "cache_read_input_tokens": 0,
+                "cache_creation_input_tokens": 0,
+                "prompt_tokens_details": {"cached_tokens": 5, "cache_write_tokens": 7},
+            }
+        }
+    )
+    data = LLMCallSpanData.from_standard_logging_payload(payload)
+    assert data.usage.cache_read_input_tokens == 5
+    assert data.usage.cache_creation_input_tokens == 7
+
+
+def test_llm_call_adapter_ignores_invalid_cache_values_before_valid_fallbacks():
+    payload = _sample_payload(
+        metadata={
+            "usage_object": {
+                "cache_read_input_tokens": -1,
+                "cache_creation_input_tokens": "5.0",
+                "prompt_tokens_details": {"cached_tokens": 5, "cache_write_tokens": 7},
+            }
+        }
+    )
+    data = LLMCallSpanData.from_standard_logging_payload(payload)
+    assert data.usage.cache_read_input_tokens == 5
+    assert data.usage.cache_creation_input_tokens == 7
+
+
+def test_llm_call_adapter_ignores_non_finite_cache_values():
+    payload = _sample_payload(
+        metadata={
+            "usage_object": {
+                "prompt_tokens_details": {"cached_tokens": float("nan")},
+            }
+        }
+    )
+    data = LLMCallSpanData.from_standard_logging_payload(payload)
+    assert data.usage.cache_read_input_tokens is None
+
+
+def test_llm_call_adapter_preserves_explicit_zero_and_omits_missing_cache_tokens():
+    for usage_object, expected_read, expected_creation in (
+        ({"prompt_tokens_details": {"cached_tokens": 0}}, 0, None),
+        ({}, None, None),
+    ):
+        case_payload = _sample_payload(metadata={"usage_object": usage_object})
+        data = LLMCallSpanData.from_standard_logging_payload(case_payload)
+        assert data.usage.cache_read_input_tokens == expected_read
+        assert data.usage.cache_creation_input_tokens == expected_creation
+
+
 def test_llm_call_adapter_cache_tokens_none_without_usage_object():
     data = LLMCallSpanData.from_standard_logging_payload(_sample_payload())
     assert data.usage.cache_creation_input_tokens is None
diff --git a/tests/test_litellm/integrations/test_anthropic_cache_control_hook.py b/tests/test_litellm/integrations/test_anthropic_cache_control_hook.py
index e995cbae782..de8b654987b 100644
--- a/tests/test_litellm/integrations/test_anthropic_cache_control_hook.py
+++ b/tests/test_litellm/integrations/test_anthropic_cache_control_hook.py
@@ -2858,6 +2858,27 @@ class TestRecordGatewayInjection:
         AnthropicCacheControlHook.record_gateway_injection(kwargs, 0)
         assert kwargs["litellm_metadata"][self.KEY] == self.DEPLOYMENT
 
+    def test_an_every_deployment_mark_survives_a_later_per_deployment_stamp(self):
+        """A per-leg stamp like the Bedrock converse tool_config one describes one leg of
+        a payload every leg sends, so narrowing an every-deployment mark to that leg's
+        deployment would uncredit whichever leg gets billed after a failover."""
+        kwargs: dict = {"litellm_metadata": {self.KEY: ""}, "model_info": {"id": self.DEPLOYMENT}}
+        AnthropicCacheControlHook.record_gateway_injection(kwargs, 1)
+        assert kwargs["litellm_metadata"][self.KEY] == ""
+
+    def test_a_pre_choice_pass_stamps_the_sentinel_over_a_provisional_deployment(self):
+        """The router's prompt-management factory stamps a provisional deployment's
+        model_info into kwargs before the prompt pass runs, and any other deployment can
+        end up billed, so the pass declares every-deployment scope explicitly."""
+        kwargs: dict = {"litellm_metadata": {}, "model_info": {"id": self.DEPLOYMENT}}
+        AnthropicCacheControlHook.record_gateway_injection(kwargs, 1, injected_for_every_deployment=True)
+        assert kwargs["litellm_metadata"][self.KEY] == ""
+
+    def test_a_per_deployment_mark_still_follows_the_latest_leg(self):
+        kwargs: dict = {"litellm_metadata": {self.KEY: "dep-old"}, "model_info": {"id": self.DEPLOYMENT}}
+        AnthropicCacheControlHook.record_gateway_injection(kwargs, 1)
+        assert kwargs["litellm_metadata"][self.KEY] == self.DEPLOYMENT
+
     def test_v1_messages_auto_injection_stamps_the_marker(self, monkeypatch):
         monkeypatch.setattr(litellm, "enable_anthropic_prompt_caching", True)
         kwargs: dict = {"litellm_metadata": {}, "model_info": {"id": self.DEPLOYMENT}}
diff --git a/tests/test_litellm/integrations/test_custom_guardrail.py b/tests/test_litellm/integrations/test_custom_guardrail.py
index d978eb48c12..7d70b9a8862 100644
--- a/tests/test_litellm/integrations/test_custom_guardrail.py
+++ b/tests/test_litellm/integrations/test_custom_guardrail.py
@@ -2237,3 +2237,202 @@ class TestRecordsOwnGuardrailInformation:
         )
 
         assert _guardrail_entries(request_data) == []
+
+
+class _ApplyOnlyObserver(CustomGuardrail):
+    """Overrides only apply_guardrail, like panw_prisma_airs; inherits async_logging_hook."""
+
+    def __init__(self, block: bool = False):
+        from litellm.types.guardrails import GuardrailEventHooks
+
+        super().__init__(guardrail_name="apply-only-observer", event_hook=GuardrailEventHooks.logging_only)
+        self.block = block
+        self.calls: list = []
+
+    @log_guardrail_information
+    async def apply_guardrail(self, inputs, request_data, input_type, logging_obj=None):
+        from fastapi import HTTPException
+
+        self.calls.append((input_type, list(inputs.get("texts") or [])))
+        if self.block:
+            raise HTTPException(status_code=400, detail={"error": "flagged"})
+        return GenericGuardrailAPIInputs(texts=["[MASKED]" for _ in inputs.get("texts") or []])
+
+
+def _logged_call(messages: list | str) -> tuple[dict, object]:
+    from litellm.types.utils import Choices, Message, ModelResponse
+
+    response = ModelResponse(choices=[Choices(message=Message(role="assistant", content="general kenobi"))])
+    kwargs = {
+        "model": "gpt-5.4-mini",
+        "messages": messages,
+        "litellm_call_id": "call-1",
+        "litellm_params": {"metadata": {"user_api_key_user_id": "u1"}},
+        "optional_params": {},
+        "standard_logging_object": {"guardrail_information": None},
+    }
+    return kwargs, response
+
+
+class TestLoggingOnlyApplyGuardrail:
+    """LIT-4876 regression: a guardrail in mode logging_only that implements only
+    apply_guardrail must still run against the logged request and response and
+    record guardrail_information, instead of inheriting the CustomLogger no-op."""
+
+    @pytest.mark.asyncio
+    async def test_runs_apply_guardrail_observe_only_and_records_verdict(self):
+        guardrail = _ApplyOnlyObserver()
+        messages = [{"role": "user", "content": "hello there"}]
+        kwargs, response = _logged_call(messages)
+
+        out_kwargs, out_response = await guardrail.async_logging_hook(kwargs, response, CallTypes.acompletion.value)
+
+        assert guardrail.calls == [("request", ["hello there"]), ("response", ["general kenobi"])]
+        assert out_kwargs["messages"] == [{"role": "user", "content": "hello there"}]
+        assert out_response.choices[0].message.content == "general kenobi"
+        entries = out_kwargs["standard_logging_object"]["guardrail_information"]
+        assert [e["guardrail_name"] for e in entries] == ["apply-only-observer", "apply-only-observer"]
+        assert {e["guardrail_mode"] for e in entries} == {"logging_only"}
+        assert {e["guardrail_status"] for e in entries} == {"success"}
+        assert "standard_logging_guardrail_information" not in kwargs["litellm_params"]["metadata"]
+        assert kwargs["standard_logging_object"] == {"guardrail_information": None}
+
+    @pytest.mark.asyncio
+    async def test_appends_to_pre_call_verdicts_without_duplicating_them(self):
+        guardrail = _ApplyOnlyObserver()
+        kwargs, response = _logged_call([{"role": "user", "content": "hello there"}])
+        pre_call_entry = {"guardrail_name": "pii-blocker", "guardrail_mode": "pre_call", "guardrail_status": "success"}
+        kwargs["litellm_params"]["metadata"]["standard_logging_guardrail_information"] = [pre_call_entry]
+        kwargs["standard_logging_object"]["guardrail_information"] = [pre_call_entry]
+
+        out_kwargs, _ = await guardrail.async_logging_hook(kwargs, response, CallTypes.acompletion.value)
+
+        entries = out_kwargs["standard_logging_object"]["guardrail_information"]
+        assert [e["guardrail_name"] for e in entries] == ["pii-blocker", "apply-only-observer", "apply-only-observer"]
+        assert kwargs["litellm_params"]["metadata"]["standard_logging_guardrail_information"] == [pre_call_entry]
+
+    @pytest.mark.asyncio
+    async def test_request_copy_failure_is_swallowed(self):
+        import threading
+
+        guardrail = _ApplyOnlyObserver()
+        kwargs, response = _logged_call([{"role": "user", "content": "hello there", "lock": threading.Lock()}])
+
+        out_kwargs, out_response = await guardrail.async_logging_hook(kwargs, response, CallTypes.acompletion.value)
+
+        assert guardrail.calls == []
+        assert out_kwargs is kwargs
+        assert out_response is response
+
+    @pytest.mark.asyncio
+    async def test_block_verdict_is_recorded_without_raising(self):
+        guardrail = _ApplyOnlyObserver(block=True)
+        kwargs, response = _logged_call([{"role": "user", "content": "flagged content"}])
+
+        out_kwargs, _ = await guardrail.async_logging_hook(kwargs, response, CallTypes.acompletion.value)
+
+        assert guardrail.calls == [("request", ["flagged content"])]
+        entries = out_kwargs["standard_logging_object"]["guardrail_information"]
+        assert [e["guardrail_status"] for e in entries] == ["guardrail_intervened"]
+
+    @pytest.mark.asyncio
+    async def test_call_type_without_translation_is_skipped(self):
+        guardrail = _ApplyOnlyObserver()
+        kwargs, response = _logged_call([{"role": "user", "content": "hello there"}])
+
+        out_kwargs, _ = await guardrail.async_logging_hook(kwargs, response, CallTypes.amoderation.value)
+
+        assert guardrail.calls == []
+        assert out_kwargs["standard_logging_object"]["guardrail_information"] is None
+
+    @pytest.mark.asyncio
+    async def test_aembedding_scans_logged_input(self):
+        from litellm.types.utils import EmbeddingResponse
+
+        guardrail = _ApplyOnlyObserver()
+        kwargs, _ = _logged_call("hello there")
+        response = EmbeddingResponse(data=[{"embedding": [0.1], "index": 0, "object": "embedding"}])
+
+        out_kwargs, out_response = await guardrail.async_logging_hook(kwargs, response, CallTypes.aembedding.value)
+
+        assert guardrail.calls == [("request", ["hello there"])]
+        assert out_kwargs["messages"] == "hello there"
+        assert out_response is response
+        entries = out_kwargs["standard_logging_object"]["guardrail_information"]
+        assert [e["guardrail_status"] for e in entries] == ["success"]
+
+    @pytest.mark.asyncio
+    async def test_native_lifecycle_hook_guardrail_is_left_alone(self):
+        class _NativeHooks(_ApplyOnlyObserver):
+            use_native_lifecycle_hooks = True
+
+        guardrail = _NativeHooks()
+        kwargs, response = _logged_call([{"role": "user", "content": "hello there"}])
+
+        out_kwargs, out_response = await guardrail.async_logging_hook(kwargs, response, CallTypes.acompletion.value)
+
+        assert guardrail.calls == []
+        assert out_kwargs is kwargs
+        assert out_response is response
+
+    @pytest.mark.asyncio
+    async def test_aresponses_scans_logged_messages_when_input_is_cleared(self):
+        from litellm.types.llms.openai import ResponsesAPIResponse
+
+        guardrail = _ApplyOnlyObserver()
+        kwargs, _ = _logged_call([{"role": "user", "content": "hello there"}])
+        kwargs["input"] = None
+        response = ResponsesAPIResponse(
+            id="resp_1",
+            created_at=1,
+            model="gpt-5.4-mini",
+            object="response",
+            status="completed",
+            output=[
+                {
+                    "type": "message",
+                    "id": "msg_1",
+                    "status": "completed",
+                    "role": "assistant",
+                    "content": [{"type": "output_text", "text": "general kenobi"}],
+                }
+            ],
+        )
+
+        out_kwargs, _ = await guardrail.async_logging_hook(kwargs, response, CallTypes.aresponses.value)
+
+        assert guardrail.calls == [("request", ["hello there"]), ("response", ["general kenobi"])]
+        entries = out_kwargs["standard_logging_object"]["guardrail_information"]
+        assert [e["guardrail_status"] for e in entries] == ["success", "success"]
+
+    @pytest.mark.asyncio
+    async def test_async_success_handler_records_verdict_in_standard_logging_object(self):
+        import datetime as dt
+
+        from litellm.litellm_core_utils.litellm_logging import Logging
+
+        guardrail = _ApplyOnlyObserver()
+        guardrail.default_on = True
+        messages = [{"role": "user", "content": "hello there"}]
+        _, response = _logged_call(messages)
+        logging_obj = Logging(
+            model="gpt-5.4-mini",
+            messages=messages,
+            stream=False,
+            call_type=CallTypes.acompletion.value,
+            start_time=dt.datetime.now(),
+            litellm_call_id="call-1",
+            function_id="fn-1",
+            dynamic_async_success_callbacks=[guardrail],
+        )
+        logging_obj.update_environment_variables(
+            litellm_params={"metadata": {}}, optional_params={}, model="gpt-5.4-mini", custom_llm_provider="openai"
+        )
+
+        await logging_obj.async_success_handler(
+            result=response, start_time=dt.datetime.now(), end_time=dt.datetime.now()
+        )
+
+        assert guardrail.calls == [("request", ["hello there"]), ("response", ["general kenobi"])]
+        entries = logging_obj.model_call_details["standard_logging_object"]["guardrail_information"]
+        assert [e["guardrail_status"] for e in entries] == ["success", "success"]
diff --git a/tests/test_litellm/integrations/test_prometheus_client_ip_user_agent.py b/tests/test_litellm/integrations/test_prometheus_client_ip_user_agent.py
index 029b097cb75..ea661d2ea78 100644
--- a/tests/test_litellm/integrations/test_prometheus_client_ip_user_agent.py
+++ b/tests/test_litellm/integrations/test_prometheus_client_ip_user_agent.py
@@ -93,6 +93,7 @@ async def test_async_post_call_success_hook_includes_client_ip_user_agent():
         logger._increment_token_metrics = MagicMock()
         logger._increment_remaining_budget_metrics = AsyncMock()
         logger._set_virtual_key_rate_limit_metrics = MagicMock()
+        logger._set_key_and_team_rate_limit_metrics = MagicMock()
         logger._set_latency_metrics = MagicMock()
         logger.set_llm_deployment_success_metrics = MagicMock()
         logger._increment_cache_metrics = MagicMock()
diff --git a/tests/test_litellm/integrations/test_prometheus_rate_limit_labels.py b/tests/test_litellm/integrations/test_prometheus_rate_limit_labels.py
index 9c6d2e018ff..bf1d68c7714 100644
--- a/tests/test_litellm/integrations/test_prometheus_rate_limit_labels.py
+++ b/tests/test_litellm/integrations/test_prometheus_rate_limit_labels.py
@@ -13,6 +13,7 @@ Covers two follow-up gaps to the unified rate-limit error work:
    429s don't silently break when the new class lands.
 """
 
+from collections.abc import Mapping
 from unittest.mock import MagicMock, patch
 
 import pytest
@@ -471,3 +472,254 @@ def test_should_ignore_non_int_v3_header_values(bad_value):
     logger.litellm_remaining_api_key_tokens_for_model.labels.return_value.set.assert_called_once_with(
         sys.maxsize
     )
+
+
+KEY_AND_TEAM_RATE_LIMIT_METRICS = (
+    "litellm_api_key_rate_limit_allowed_metric",
+    "litellm_api_key_rate_limit_used_metric",
+    "litellm_team_rate_limit_allowed_metric",
+    "litellm_team_rate_limit_used_metric",
+)
+
+
+def _clear_prometheus_registry() -> None:
+    from prometheus_client import REGISTRY
+
+    for collector in list(REGISTRY._collector_to_names.keys()):
+        try:
+            REGISTRY.unregister(collector)
+        except Exception:
+            pass
+
+
+def _collected_samples(metric_name: str) -> dict[tuple[tuple[str, str], ...], float]:
+    from prometheus_client import REGISTRY
+
+    return {
+        tuple(sorted(sample.labels.items())): sample.value
+        for metric in REGISTRY.collect()
+        for sample in metric.samples
+        if sample.name == metric_name
+    }
+
+
+def _success_kwargs_with_rate_limit_headers(additional_headers: Mapping[str, object] | None) -> dict[str, object]:
+    return {
+        "model": "claude-haiku-4-5",
+        "litellm_params": {"metadata": {}},
+        "standard_logging_object": {
+            "id": "t",
+            "call_type": "completion",
+            "response_cost": 0.001,
+            "status": "success",
+            "total_tokens": 20,
+            "prompt_tokens": 15,
+            "completion_tokens": 5,
+            "startTime": 1.0,
+            "endTime": 2.0,
+            "completionStartTime": 1.5,
+            "model": "claude-haiku-4-5",
+            "model_id": "model-123",
+            "model_group": "anthropic-haiku-4-5",
+            "api_base": "https://api.anthropic.com",
+            "custom_llm_provider": "anthropic",
+            "request_tags": [],
+            "end_user": None,
+            "cache_hit": False,
+            "stream": False,
+            "response": None,
+            "model_parameters": None,
+            "metadata": {
+                "user_api_key_hash": "key-hash",
+                "user_api_key_alias": "key-alias",
+                "user_api_key_team_id": "team-id",
+                "user_api_key_team_alias": "team-alias",
+                "user_api_key_user_id": "u",
+                "user_api_key_user_email": "e@x.com",
+                "user_api_key_org_id": None,
+                "user_api_key_org_alias": None,
+                "requester_metadata": None,
+                "user_api_key_end_user_id": None,
+                "usage_object": None,
+            },
+            "hidden_params": {
+                "litellm_overhead_time_ms": None,
+                "additional_headers": additional_headers,
+            },
+        },
+    }
+
+
+async def _run_success_event(
+    additional_headers: Mapping[str, object] | None, logger: PrometheusLogger | None = None
+) -> None:
+    import datetime
+
+    now = datetime.datetime.now()
+    await (logger or PrometheusLogger()).async_log_success_event(
+        _success_kwargs_with_rate_limit_headers(additional_headers), None, now, now
+    )
+
+
+@pytest.mark.asyncio
+async def test_should_emit_key_and_team_rate_limit_allowed_and_used_from_v3_headers():
+    """
+    LIT-1672: the v3 limiter mirrors ``x-ratelimit-{api_key,team}-{limit,remaining}-*``
+    into the logging payload. The gauges must expose the configured limit as-is
+    and the window consumption as ``limit - remaining`` for each key / team
+    dimension, split by ``rate_limit_type``.
+    """
+    _clear_prometheus_registry()
+    try:
+        await _run_success_event(
+            {
+                "x-ratelimit-api_key-limit-requests": 10,
+                "x-ratelimit-api_key-remaining-requests": 7,
+                "x-ratelimit-api_key-limit-tokens": 20000,
+                "x-ratelimit-api_key-remaining-tokens": 19947,
+                "x-ratelimit-team-limit-requests": 50,
+                "x-ratelimit-team-remaining-requests": 47,
+                "x-ratelimit-team-limit-tokens": 40000,
+                "x-ratelimit-team-remaining-tokens": 39960,
+                "x-ratelimit-model_per_key-limit-requests": 5,
+                "x-ratelimit-model_per_key-remaining-requests": 1,
+            }
+        )
+
+        key_requests = (
+            ("api_key_alias", "key-alias"),
+            ("hashed_api_key", "key-hash"),
+            ("rate_limit_type", "requests"),
+        )
+        key_tokens = (
+            ("api_key_alias", "key-alias"),
+            ("hashed_api_key", "key-hash"),
+            ("rate_limit_type", "tokens"),
+        )
+        team_requests = (
+            ("rate_limit_type", "requests"),
+            ("team", "team-id"),
+            ("team_alias", "team-alias"),
+        )
+        team_tokens = (
+            ("rate_limit_type", "tokens"),
+            ("team", "team-id"),
+            ("team_alias", "team-alias"),
+        )
+
+        assert _collected_samples("litellm_api_key_rate_limit_allowed_metric") == {
+            key_requests: 10,
+            key_tokens: 20000,
+        }
+        assert _collected_samples("litellm_api_key_rate_limit_used_metric") == {
+            key_requests: 3,
+            key_tokens: 53,
+        }
+        assert _collected_samples("litellm_team_rate_limit_allowed_metric") == {
+            team_requests: 50,
+            team_tokens: 40000,
+        }
+        assert _collected_samples("litellm_team_rate_limit_used_metric") == {
+            team_requests: 3,
+            team_tokens: 40,
+        }
+    finally:
+        _clear_prometheus_registry()
+
+
+@pytest.mark.asyncio
+async def test_should_emit_only_the_dimensions_the_limiter_enforced():
+    """
+    A key with only ``rpm_limit`` set and no team limits produces only the
+    key/requests headers, so no tokens series and no team series may appear
+    (a phantom 0 or sys.maxsize series would misreport an unlimited dimension).
+    """
+    _clear_prometheus_registry()
+    try:
+        await _run_success_event(
+            {
+                "x-ratelimit-api_key-limit-requests": 10,
+                "x-ratelimit-api_key-remaining-requests": 10,
+            }
+        )
+
+        key_requests = (
+            ("api_key_alias", "key-alias"),
+            ("hashed_api_key", "key-hash"),
+            ("rate_limit_type", "requests"),
+        )
+        assert _collected_samples("litellm_api_key_rate_limit_allowed_metric") == {key_requests: 10}
+        assert _collected_samples("litellm_api_key_rate_limit_used_metric") == {key_requests: 0}
+        assert _collected_samples("litellm_team_rate_limit_allowed_metric") == {}
+        assert _collected_samples("litellm_team_rate_limit_used_metric") == {}
+    finally:
+        _clear_prometheus_registry()
+
+
+@pytest.mark.asyncio
+async def test_should_drop_key_and_team_series_once_the_limiter_stops_reporting_a_limit():
+    """
+    Removing a key's ``rpm_limit`` / ``tpm_limit`` (or a team's ``tpm_limit``)
+    makes the v3 limiter stop emitting that descriptor's headers on later
+    requests. The old allowed/used samples must disappear instead of keeping
+    a limit that no longer exists on the scrape.
+    """
+    _clear_prometheus_registry()
+    try:
+        logger = PrometheusLogger()
+        await _run_success_event(
+            {
+                "x-ratelimit-api_key-limit-requests": 10,
+                "x-ratelimit-api_key-remaining-requests": 7,
+                "x-ratelimit-api_key-limit-tokens": 20000,
+                "x-ratelimit-api_key-remaining-tokens": 19947,
+                "x-ratelimit-team-limit-requests": 50,
+                "x-ratelimit-team-remaining-requests": 47,
+                "x-ratelimit-team-limit-tokens": 40000,
+                "x-ratelimit-team-remaining-tokens": 39960,
+            },
+            logger=logger,
+        )
+        await _run_success_event(
+            {
+                "x-ratelimit-team-limit-requests": 50,
+                "x-ratelimit-team-remaining-requests": 46,
+            },
+            logger=logger,
+        )
+
+        team_requests = (
+            ("rate_limit_type", "requests"),
+            ("team", "team-id"),
+            ("team_alias", "team-alias"),
+        )
+        assert _collected_samples("litellm_api_key_rate_limit_allowed_metric") == {}
+        assert _collected_samples("litellm_api_key_rate_limit_used_metric") == {}
+        assert _collected_samples("litellm_team_rate_limit_allowed_metric") == {team_requests: 50}
+        assert _collected_samples("litellm_team_rate_limit_used_metric") == {team_requests: 4}
+    finally:
+        _clear_prometheus_registry()
+
+
+@pytest.mark.asyncio
+@pytest.mark.parametrize(
+    "additional_headers",
+    [
+        None,
+        {"x-ratelimit-model_per_key-remaining-requests": 42},
+        {"x-ratelimit-api_key-limit-requests": 10},
+        {"x-ratelimit-api_key-limit-requests": "10", "x-ratelimit-api_key-remaining-requests": "7"},
+        {"x-ratelimit-team-limit-tokens": True, "x-ratelimit-team-remaining-tokens": 5},
+    ],
+)
+async def test_should_emit_no_key_or_team_rate_limit_series_without_a_complete_int_pair(
+    additional_headers,
+):
+    _clear_prometheus_registry()
+    try:
+        await _run_success_event(additional_headers)
+
+        for metric_name in KEY_AND_TEAM_RATE_LIMIT_METRICS:
+            assert _collected_samples(metric_name) == {}, metric_name
+    finally:
+        _clear_prometheus_registry()
diff --git a/tests/test_litellm/litellm_core_utils/llm_cost_calc/test_llm_cost_calc_utils.py b/tests/test_litellm/litellm_core_utils/llm_cost_calc/test_llm_cost_calc_utils.py
index 0e1c832ebf5..0b6832d4bef 100644
--- a/tests/test_litellm/litellm_core_utils/llm_cost_calc/test_llm_cost_calc_utils.py
+++ b/tests/test_litellm/litellm_core_utils/llm_cost_calc/test_llm_cost_calc_utils.py
@@ -1522,7 +1522,7 @@ def test_gpt_5_6_alias_prices_match_sol(local_model_cost_map):
     sol = litellm.model_cost["gpt-5.6-sol"]
 
     cost_fields = sorted(field for field in sol if "cost" in field)
-    assert len(cost_fields) == 23
+    assert len(cost_fields) == 27
 
     for field in cost_fields:
         assert alias.get(field) == sol.get(field), field
@@ -1662,6 +1662,54 @@ def test_generic_cost_per_token_gpt56_cyber(
     assert completion_cost == pytest.approx(completion_tokens * output_rate)
 
 
+@pytest.mark.parametrize(
+    "service_tier,tier_multiplier",
+    [(None, 1.0), ("flex", 0.5), ("priority", 2.0), ("fast", 2.0)],
+)
+@pytest.mark.parametrize(
+    "prompt_tokens,input_side_multiplier,output_multiplier",
+    [(100000, 1.0, 1.0), (300000, 2.0, 1.5)],
+)
+def test_generic_cost_per_token_gpt_6_astra_price_sheet(
+    _local_model_cost_map,
+    service_tier,
+    tier_multiplier,
+    prompt_tokens,
+    input_side_multiplier,
+    output_multiplier,
+):
+    """gpt-6-astra launch price sheet: $10 input, $1 cache read, $12.50 cache write, $50 output per 1M tokens.
+
+    Above 272K prompt tokens the input-side rates double and the output rate is 1.5x on the whole
+    request. Flex is half the applicable rate and fast mode, billed as priority, is double it.
+    """
+    cached_tokens = 50000
+    cache_write_tokens = 40000
+    text_tokens = prompt_tokens - cached_tokens - cache_write_tokens
+    completion_tokens = 1000
+    usage = Usage(
+        prompt_tokens=prompt_tokens,
+        completion_tokens=completion_tokens,
+        total_tokens=prompt_tokens + completion_tokens,
+        prompt_tokens_details=PromptTokensDetailsWrapper(
+            cached_tokens=cached_tokens, cache_write_tokens=cache_write_tokens
+        ),
+    )
+
+    prompt_cost, completion_cost = generic_cost_per_token(
+        model="gpt-6-astra",
+        usage=usage,
+        custom_llm_provider="openai",
+        service_tier=service_tier,
+    )
+
+    input_side = tier_multiplier * input_side_multiplier
+    assert prompt_cost == pytest.approx(
+        input_side * (text_tokens * 1e-5 + cached_tokens * 1e-6 + cache_write_tokens * 1.25e-5)
+    )
+    assert completion_cost == pytest.approx(tier_multiplier * output_multiplier * completion_tokens * 5e-5)
+
+
 @pytest.mark.parametrize(
     "model,input_cost,output_cost,cache_read_cost",
     [
@@ -4039,8 +4087,8 @@ def test_fast_service_tier_matches_priority_above_the_context_threshold(_local_m
     )
 
     assert fast == priority
-    assert fast[0] == pytest.approx(300_000 * 8e-06, rel=1e-9)
-    assert fast[1] == pytest.approx(1_000 * 3e-05, rel=1e-9)
+    assert fast[0] == pytest.approx(300_000 * 1.6e-05, rel=1e-9)
+    assert fast[1] == pytest.approx(1_000 * 6e-05, rel=1e-9)
 
 
 def test_priority_reasoning_tokens_bill_at_the_priority_output_rate(_local_model_cost_map):
@@ -4200,6 +4248,86 @@ def test_generic_cost_per_token_gemini_37_flash(_local_model_cost_map):
     assert completion_cost == pytest.approx(0.001875)
 
 
+GEMINI_38_FLASH_LAUNCH_PRICING = [
+    ("gemini-3.8-flash", 7.5e-07, 3.75e-06, 7.5e-08),
+    ("gemini/gemini-3.8-flash", 7.5e-07, 3.75e-06, 7.5e-08),
+    ("vertex_ai/gemini-3.8-flash", 7.5e-07, 3.75e-06, 7.5e-08),
+]
+
+
+@pytest.mark.parametrize("model,input_cost,output_cost,cache_read_cost", GEMINI_38_FLASH_LAUNCH_PRICING)
+def test_gemini_38_flash_launch_pricing(model, input_cost, output_cost, cache_read_cost, _local_model_cost_map):
+    model_cost_map = litellm.model_cost[model]
+    assert model_cost_map["input_cost_per_token"] == input_cost
+    assert model_cost_map["output_cost_per_token"] == output_cost
+    assert model_cost_map["output_cost_per_reasoning_token"] == output_cost
+    assert model_cost_map["cache_read_input_token_cost"] == cache_read_cost
+    assert model_cost_map["mode"] == "chat"
+    assert model_cost_map["supports_reasoning"] is True
+    assert model_cost_map["supports_function_calling"] is True
+    assert model_cost_map["max_input_tokens"] == 1048576
+
+
+GEMINI_38_FLASH_FIELDS_SHARED_WITH_37_FLASH = (
+    "input_cost_per_token",
+    "output_cost_per_token",
+    "output_cost_per_reasoning_token",
+    "cache_read_input_token_cost",
+    "input_cost_per_token_batches",
+    "output_cost_per_token_batches",
+    "input_cost_per_token_flex",
+    "output_cost_per_token_flex",
+    "cache_read_input_token_cost_flex",
+    "input_cost_per_token_priority",
+    "output_cost_per_token_priority",
+    "cache_read_input_token_cost_priority",
+    "search_context_cost_per_query",
+    "google_maps_grounding_cost_per_query",
+    "prompt_cache_min_tokens",
+    "max_input_tokens",
+    "max_output_tokens",
+    "supports_reasoning",
+    "supports_function_calling",
+    "supports_prompt_caching",
+    "supports_vision",
+    "supports_pdf_input",
+    "supports_audio_input",
+    "supports_video_input",
+    "supports_response_schema",
+    "supports_tool_choice",
+    "supports_web_search",
+    "supports_url_context",
+)
+
+
+@pytest.mark.parametrize("prefix", ["", "gemini/", "vertex_ai/"])
+def test_gemini_38_flash_matches_37_flash_promotional_pricing(prefix, _local_model_cost_map):
+    new_model = litellm.model_cost[f"{prefix}gemini-3.8-flash"]
+    old_model = litellm.model_cost[f"{prefix}gemini-3.7-flash"]
+    for field in GEMINI_38_FLASH_FIELDS_SHARED_WITH_37_FLASH:
+        assert new_model[field] == old_model[field], field
+
+
+def test_generic_cost_per_token_gemini_38_flash(_local_model_cost_map):
+    usage = Usage(
+        prompt_tokens=1000,
+        completion_tokens=500,
+        total_tokens=1500,
+        completion_tokens_details=CompletionTokensDetailsWrapper(
+            reasoning_tokens=200,
+            text_tokens=300,
+        ),
+        prompt_tokens_details=PromptTokensDetailsWrapper(text_tokens=1000),
+    )
+    prompt_cost, completion_cost = generic_cost_per_token(
+        model="gemini-3.8-flash",
+        usage=usage,
+        custom_llm_provider="gemini",
+    )
+    assert prompt_cost == pytest.approx(0.00075)
+    assert completion_cost == pytest.approx(0.001875)
+
+
 def test_grok_46_launch_pricing(_local_model_cost_map):
     model_cost_map = litellm.model_cost["xai/grok-4.6"]
     assert model_cost_map["input_cost_per_token"] == 2e-06
diff --git a/tests/test_litellm/litellm_core_utils/llm_cost_calc/test_tool_call_cost_tracking.py b/tests/test_litellm/litellm_core_utils/llm_cost_calc/test_tool_call_cost_tracking.py
index fd795ffcc96..6cc3dcceebc 100644
--- a/tests/test_litellm/litellm_core_utils/llm_cost_calc/test_tool_call_cost_tracking.py
+++ b/tests/test_litellm/litellm_core_utils/llm_cost_calc/test_tool_call_cost_tracking.py
@@ -1,4 +1,5 @@
 import os
+from collections.abc import Mapping, Sequence
 
 import pytest
 
@@ -6,7 +7,7 @@ import litellm
 from litellm.litellm_core_utils.llm_cost_calc.tool_call_cost_tracking import (
     StandardBuiltInToolCostTracking,
 )
-from litellm.types.llms.openai import FileSearchTool, WebSearchOptions
+from litellm.types.llms.openai import FileSearchTool, ResponsesAPIResponse, WebSearchOptions
 from litellm.types.utils import ModelResponse, StandardBuiltInToolsParams
 
 
@@ -928,3 +929,125 @@ def test_web_search_gate_reads_server_side_tool_usage_details_without_citations(
         standard_built_in_tools_params=None,
     )
     assert cost == 3 * _DEFAULT_WEB_SEARCH_COST_PER_CALL
+
+
+_BEDROCK_MANTLE_WEB_SEARCH_MODELS = (
+    "bedrock_mantle/openai.gpt-5.6-sol",
+    "bedrock_mantle/openai.gpt-5.6-terra",
+    "bedrock_mantle/openai.gpt-5.6-luna",
+    "bedrock_mantle/openai.gpt-5.5",
+    "bedrock_mantle/openai.gpt-5.4",
+)
+
+_BEDROCK_MANTLE_WEB_SEARCH_RATE = 0.012
+
+
+def _responses_with_web_search(
+    model: str, actions: Sequence[Mapping[str, str]], tool_usage: Mapping[str, object] | None = None
+) -> ResponsesAPIResponse:
+    payload = {
+        "id": "resp_1",
+        "created_at": 1756900000,
+        "model": model.split("/", 1)[-1],
+        "object": "response",
+        "status": "completed",
+        "output": [
+            {"type": "web_search_call", "id": f"ws_{i}", "status": "completed", "action": action}
+            for i, action in enumerate(actions)
+        ],
+    }
+    return ResponsesAPIResponse.model_validate(
+        payload if tool_usage is None else {**payload, "tool_usage": tool_usage}
+    )
+
+
+def _web_search_cost(model: str, response: ResponsesAPIResponse, custom_llm_provider: str) -> float:
+    from litellm.types.utils import Usage
+
+    return StandardBuiltInToolCostTracking.get_cost_for_built_in_tools(
+        model=model,
+        response_object=response,
+        usage=Usage(prompt_tokens=10, completion_tokens=5, total_tokens=15),
+        custom_llm_provider=custom_llm_provider,
+        standard_built_in_tools_params=None,
+    )
+
+
+@pytest.mark.parametrize("model", _BEDROCK_MANTLE_WEB_SEARCH_MODELS)
+def test_bedrock_mantle_web_search_billed_per_query(local_model_cost_map, model):
+    """Two Bedrock-reported web searches bill 2 x $0.012 under the prefixed and the bare model id alike."""
+    pricing = litellm.get_model_info(model)["search_context_cost_per_query"]
+    assert pricing == {
+        "search_context_size_low": _BEDROCK_MANTLE_WEB_SEARCH_RATE,
+        "search_context_size_medium": _BEDROCK_MANTLE_WEB_SEARCH_RATE,
+        "search_context_size_high": _BEDROCK_MANTLE_WEB_SEARCH_RATE,
+    }
+
+    response = _responses_with_web_search(
+        model,
+        actions=[{"type": "search", "query": "litellm"}, {"type": "search", "query": "bedrock web search"}],
+        tool_usage={"web_search": {"num_requests": 2}},
+    )
+    for cost_model in (model, model.split("/", 1)[1]):
+        cost = _web_search_cost(cost_model, response, "bedrock_mantle")
+        assert cost == pytest.approx(2 * _BEDROCK_MANTLE_WEB_SEARCH_RATE), (
+            f"{cost_model} must bill 2 x ${_BEDROCK_MANTLE_WEB_SEARCH_RATE} for 2 web searches, got ${cost}"
+        )
+
+
+@pytest.mark.parametrize("num_requests", [1, 0])
+def test_web_search_call_count_prefers_provider_reported_num_requests(local_model_cost_map, num_requests):
+    """A search plus an open_page fetch bills tool_usage.web_search.num_requests, never the two items."""
+    model = "bedrock_mantle/openai.gpt-5.6-sol"
+    response = _responses_with_web_search(
+        model,
+        actions=[
+            {"type": "search", "query": "litellm"},
+            {"type": "open_page", "url": "https://docs.litellm.ai/"},
+        ],
+        tool_usage={"web_search": {"num_requests": num_requests}},
+    )
+
+    cost = _web_search_cost(model, response, "bedrock_mantle")
+
+    assert cost == pytest.approx(num_requests * _BEDROCK_MANTLE_WEB_SEARCH_RATE), (
+        f"{num_requests} reported web search requests must bill {num_requests} x "
+        f"${_BEDROCK_MANTLE_WEB_SEARCH_RATE}, got ${cost}"
+    )
+
+
+@pytest.mark.parametrize(
+    "tool_usage",
+    [None, {}, {"web_search": None}, {"web_search": {"num_requests": "many"}}, {"web_search": {"num_requests": -1}}],
+)
+def test_web_search_call_count_falls_back_to_items_without_reported_count(local_model_cost_map, tool_usage):
+    """Without a usable reported count the per-call path keeps counting web_search_call items."""
+    model = "bedrock_mantle/openai.gpt-5.6-sol"
+    response = _responses_with_web_search(
+        model,
+        actions=[{"type": "search", "query": "litellm"}, {"type": "search", "query": "bedrock web search"}],
+        tool_usage=tool_usage,
+    )
+
+    cost = _web_search_cost(model, response, "bedrock_mantle")
+
+    assert cost == pytest.approx(2 * _BEDROCK_MANTLE_WEB_SEARCH_RATE), (
+        f"2 web_search_call items with tool_usage={tool_usage!r} must bill 2 x "
+        f"${_BEDROCK_MANTLE_WEB_SEARCH_RATE}, got ${cost}"
+    )
+
+
+def test_web_search_call_count_reads_reported_count_beside_other_tool_usage_entries(local_model_cost_map):
+    """OpenAI reports web_search.num_requests next to other tool entries, which must not disable the reported count."""
+    response = _responses_with_web_search(
+        "gpt-5.6",
+        actions=[{"type": "search", "query": "S&P 500 close"}, {"type": "open_page", "url": "https://example.com/"}],
+        tool_usage={
+            "image_gen": {"input_tokens": 0, "output_tokens": 0, "total_tokens": 0},
+            "web_search": {"num_requests": 1},
+        },
+    )
+
+    cost = _web_search_cost("gpt-5.6", response, "openai")
+
+    assert cost == pytest.approx(0.01), f"1 reported OpenAI web search must bill 1 x $0.01, not the 2 items, got ${cost}"
diff --git a/tests/test_litellm/litellm_core_utils/prompt_templates/test_litellm_core_utils_prompt_templates_common_utils.py b/tests/test_litellm/litellm_core_utils/prompt_templates/test_litellm_core_utils_prompt_templates_common_utils.py
index 9ab66d55f3f..c037f928593 100644
--- a/tests/test_litellm/litellm_core_utils/prompt_templates/test_litellm_core_utils_prompt_templates_common_utils.py
+++ b/tests/test_litellm/litellm_core_utils/prompt_templates/test_litellm_core_utils_prompt_templates_common_utils.py
@@ -1435,6 +1435,80 @@ class TestFlattenTopLevelSchemaCombinators:
         assert schema == snapshot
 
 
+class TestToolWithFlattenedParameters:
+    def _anyof_tool(self):
+        return {
+            "type": "function",
+            "function": {
+                "name": "automation_update",
+                "description": "Update an automation",
+                "parameters": {
+                    "type": "object",
+                    "anyOf": [
+                        {
+                            "properties": {"id": {"type": "string"}, "enabled": {"type": "boolean"}},
+                            "required": ["id", "enabled"],
+                        },
+                        {
+                            "properties": {"id": {"type": "string"}, "schedule": {"type": "string"}},
+                            "required": ["id", "schedule"],
+                        },
+                    ],
+                    "properties": {"id": {"type": "string"}},
+                    "required": ["id"],
+                },
+            },
+        }
+
+    def test_flattens_anyof_parameters_into_new_tool(self):
+        from litellm.litellm_core_utils.prompt_templates.common_utils import (
+            tool_with_flattened_parameters,
+        )
+
+        tool = self._anyof_tool()
+        result = tool_with_flattened_parameters(tool)
+
+        assert result is not tool
+        parameters = result["function"]["parameters"]
+        assert "anyOf" not in parameters
+        assert parameters["type"] == "object"
+        assert set(parameters["properties"]) == {"id", "enabled", "schedule"}
+        assert parameters["required"] == ["id"]
+        assert result["function"]["name"] == "automation_update"
+        assert tool == self._anyof_tool()
+
+    def test_clean_parameters_return_the_same_tool_object(self):
+        from litellm.litellm_core_utils.prompt_templates.common_utils import (
+            tool_with_flattened_parameters,
+        )
+
+        tool = {
+            "type": "function",
+            "function": {
+                "name": "lookup",
+                "parameters": {"type": "object", "properties": {"id": {"type": "string"}}, "required": ["id"]},
+            },
+        }
+
+        assert tool_with_flattened_parameters(tool) is tool
+
+    @pytest.mark.parametrize(
+        "tool",
+        [
+            {"type": "function"},
+            {"type": "function", "function": "not-a-dict"},
+            {"type": "function", "function": {"name": "no_params"}},
+            {"type": "function", "function": {"name": "bad_params", "parameters": "not-a-dict"}},
+        ],
+    )
+    def test_non_dict_function_or_parameters_return_the_same_tool_object(self, tool):
+        from litellm.litellm_core_utils.prompt_templates.common_utils import (
+            tool_with_flattened_parameters,
+        )
+
+        assert tool_with_flattened_parameters(tool) is tool
+
+
 class TestRequestContainsImageContent:
     """One detector for every dialect that reaches pre-routing hooks untranslated."""
 
diff --git a/tests/test_litellm/litellm_core_utils/prompt_templates/test_litellm_core_utils_prompt_templates_factory.py b/tests/test_litellm/litellm_core_utils/prompt_templates/test_litellm_core_utils_prompt_templates_factory.py
index 64c96b575c5..dd2d45f00c6 100644
--- a/tests/test_litellm/litellm_core_utils/prompt_templates/test_litellm_core_utils_prompt_templates_factory.py
+++ b/tests/test_litellm/litellm_core_utils/prompt_templates/test_litellm_core_utils_prompt_templates_factory.py
@@ -2932,6 +2932,28 @@ def test_add_cache_point_tool_block_passes_ttl_for_claude_4_5(monkeypatch):
             monkeypatch.setenv("LITELLM_LOCAL_MODEL_COST_MAP", old_env)
 
 
+def test_add_cache_point_tool_block_stands_down_for_model_without_prompt_caching(monkeypatch):
+    """A tool carrying cache_control must not become a cachePoint for a Bedrock model
+    whose cost-map entry lacks prompt caching support, since Bedrock rejects the whole
+    request. An unmapped id keeps emitting so ARN deployments do not lose caching."""
+    from litellm.litellm_core_utils.prompt_templates.factory import (
+        add_cache_point_tool_block,
+    )
+
+    monkeypatch.setenv("LITELLM_LOCAL_MODEL_COST_MAP", "True")
+    monkeypatch.setattr(litellm, "model_cost", litellm.get_model_cost_map(url=""))
+    tool = {"cache_control": {"type": "ephemeral"}}
+
+    assert add_cache_point_tool_block(tool, model="nvidia.nemotron-super-3-120b") is None
+    assert add_cache_point_tool_block(tool, model="us.nvidia.nemotron-super-3-120b") is None
+    assert add_cache_point_tool_block(
+        tool, model="arn:aws:bedrock:us-east-1:123456789012:application-inference-profile/abc123"
+    ) == {"cachePoint": {"type": "default"}}
+    assert add_cache_point_tool_block(tool, model="us.anthropic.claude-sonnet-4-5-20250929-v1:0") == {
+        "cachePoint": {"type": "default"}
+    }
+
+
 def test_bedrock_tools_pt_passes_ttl_for_claude_4_5(monkeypatch):
     """
     End-to-end: _bedrock_tools_pt should produce cachePoint blocks with ttl
diff --git a/tests/test_litellm/litellm_core_utils/test_exception_mapping_utils.py b/tests/test_litellm/litellm_core_utils/test_exception_mapping_utils.py
index 15b7ae9d07a..1778eca25ef 100644
--- a/tests/test_litellm/litellm_core_utils/test_exception_mapping_utils.py
+++ b/tests/test_litellm/litellm_core_utils/test_exception_mapping_utils.py
@@ -1013,6 +1013,48 @@ def test_an_unmapped_exception_with_no_model_or_provider_is_a_connection_error(q
     assert "boom" in raised.value.message
 
 
+def _raise_and_map(
+    model: str | None, original_exception: Exception, custom_llm_provider: str | None
+) -> None:
+    """Calls exception_type() from inside the except block, as litellm/main.py does,
+    so traceback.format_exc() has a real stack."""
+    try:
+        raise original_exception
+    except type(original_exception) as caught:
+        exception_type(
+            model=model,
+            original_exception=caught,
+            custom_llm_provider=custom_llm_provider,
+        )
+
+
+def test_an_unmapped_exception_message_keeps_traceback_for_sdk_callers(quiet_exception_mapping):
+    """Direct SDK callers debug unmapped provider exceptions with this traceback;
+    only the proxy's response boundary strips it."""
+    with pytest.raises(litellm.APIConnectionError) as raised:
+        _raise_and_map(
+            model="MiniMax-M2.5",
+            original_exception=RuntimeError("socket hung up"),
+            custom_llm_provider="minimax",
+        )
+
+    assert "Traceback (most recent call last)" in raised.value.message
+    assert "test_exception_mapping_utils.py" in raised.value.message
+
+
+def test_an_unmapped_exception_with_no_model_or_provider_message_keeps_traceback(
+    quiet_exception_mapping,
+):
+    with pytest.raises(litellm.APIConnectionError) as raised:
+        _raise_and_map(
+            model=None,
+            original_exception=ValueError("boom"),
+            custom_llm_provider=None,
+        )
+
+    assert "Traceback (most recent call last)" in raised.value.message
+
+
 CONTEXT_WINDOW_MESSAGE = "This model's maximum context length is 4096 tokens."
 CONTENT_POLICY_MESSAGE = (
     '{"error": {"type": "invalid_request_error", "code": "content_policy_violation"}}'
diff --git a/tests/test_litellm/litellm_core_utils/test_get_model_cost_map.py b/tests/test_litellm/litellm_core_utils/test_get_model_cost_map.py
index 8c0e8ee5d02..a374e03d1c7 100644
--- a/tests/test_litellm/litellm_core_utils/test_get_model_cost_map.py
+++ b/tests/test_litellm/litellm_core_utils/test_get_model_cost_map.py
@@ -256,14 +256,12 @@ def test_get_model_cost_map_stamps_loaded_at(monkeypatch):
     from litellm.litellm_core_utils import get_model_cost_map as module
 
     monkeypatch.setattr(module._cost_map_source_info, "loaded_at", None)
-    monkeypatch.setattr(
-        module.GetModelCostMap,
-        "fetch_remote_model_cost_map",
-        staticmethod(lambda url, timeout=5: _load_root_cost_map()),
+    client, _calls = _mock_client(
+        [httpx.Response(200, content=_real_map_bytes())], client_cls=httpx.Client
     )
 
     before = datetime.now(timezone.utc)
-    module.get_model_cost_map(url="https://example.invalid/cost_map.json")
+    module.get_model_cost_map(url="https://example.invalid/cost_map.json", client=client)
     loaded_at = module.get_model_cost_map_loaded_at()
 
     assert loaded_at is not None
@@ -308,7 +306,7 @@ def _unset_local_cost_map_env(monkeypatch):
     monkeypatch.delenv("LITELLM_LOCAL_MODEL_COST_MAP", raising=False)
 
 
-def _mock_client(outcomes):
+def _mock_client(outcomes, client_cls=httpx.AsyncClient):
     """httpx client over a MockTransport serving one outcome per request; an exception instance is raised."""
     calls = {"count": 0}
 
@@ -320,7 +318,7 @@ def _mock_client(outcomes):
             raise outcome
         return outcome
 
-    return httpx.AsyncClient(transport=httpx.MockTransport(handler)), calls
+    return client_cls(transport=httpx.MockTransport(handler)), calls
 
 
 @pytest.mark.asyncio
@@ -450,3 +448,97 @@ async def test_refetch_respects_local_env_override(monkeypatch):
     )
     assert isinstance(result, ModelCostMapReloaded)
     assert len(result.model_cost_map) > 100
+
+
+# ---------------------------------------------------------------------------
+# get_model_cost_map: the boot-time load retries transient failures like a reload does
+# ---------------------------------------------------------------------------
+
+from litellm.litellm_core_utils.get_model_cost_map import (
+    get_model_cost_map,
+    get_model_cost_map_source_info,
+)
+
+
+class _SyncSleepRecorder:
+    """Injected in place of time.sleep so the boot path's waits are asserted without delay."""
+
+    def __init__(self):
+        self.waits = []
+
+    def __call__(self, seconds: float) -> None:
+        self.waits.append(seconds)
+
+
+def test_boot_load_retries_transient_failures_instead_of_falling_back():
+    """A refused connection then a 503 at pod boot used to pin the process to the bundled
+    backup for its lifetime; both are transient and must be retried before giving up."""
+    client, calls = _mock_client(
+        [
+            httpx.ConnectError("connection refused"),
+            httpx.Response(503),
+            httpx.Response(200, content=_real_map_bytes()),
+        ],
+        client_cls=httpx.Client,
+    )
+    sleeper = _SyncSleepRecorder()
+
+    cost_map = get_model_cost_map(url=_URL, sleep=sleeper, rng=random.Random(0), client=client)
+
+    assert calls["count"] == 3
+    assert len(sleeper.waits) == 2
+    assert 2.0 <= sleeper.waits[0] < 3.0
+    assert 4.0 <= sleeper.waits[1] < 5.0
+    source = get_model_cost_map_source_info()
+    assert source["source"] == "remote"
+    assert source["fallback_reason"] is None
+    assert cost_map.keys() >= _load_root_cost_map().keys() - {"sample_spec", FALLBACK_GENERALIZATIONS_KEY}
+
+
+def test_boot_load_honors_retry_after_then_falls_back_after_max_attempts():
+    """An outage longer than the retry budget still ends on the bundled backup, and the
+    recorded fallback reason says how many attempts were spent so operators can tell."""
+    client, calls = _mock_client(
+        [httpx.Response(429, headers={"Retry-After": "7"})], client_cls=httpx.Client
+    )
+    sleeper = _SyncSleepRecorder()
+
+    cost_map = get_model_cost_map(url=_URL, sleep=sleeper, rng=random.Random(0), client=client)
+
+    assert calls["count"] == 3
+    assert sleeper.waits == [7.0, 7.0]
+    source = get_model_cost_map_source_info()
+    assert source["source"] == "local"
+    assert "after 3 attempts" in source["fallback_reason"]
+    assert len(cost_map) > 100
+
+
+def test_boot_load_does_not_retry_permanent_failures():
+    """A 404 or a malformed URL cannot heal by waiting: one attempt, no sleeps, backup."""
+    client, calls = _mock_client([httpx.Response(404)], client_cls=httpx.Client)
+    sleeper = _SyncSleepRecorder()
+
+    get_model_cost_map(url=_URL, sleep=sleeper, rng=random.Random(0), client=client)
+    assert calls["count"] == 1
+    assert sleeper.waits == []
+    assert get_model_cost_map_source_info()["source"] == "local"
+
+    get_model_cost_map(url="not a url", sleep=sleeper, rng=random.Random(0))
+    assert sleeper.waits == []
+    assert get_model_cost_map_source_info()["source"] == "local"
+
+
+def test_boot_load_respects_local_env_override(monkeypatch):
+    """LITELLM_LOCAL_MODEL_COST_MAP=True still short-circuits to the backup with zero HTTP."""
+    monkeypatch.setenv("LITELLM_LOCAL_MODEL_COST_MAP", "True")
+
+    def _fail(request):
+        raise AssertionError("no HTTP request should be made when local map is forced")
+
+    cost_map = get_model_cost_map(
+        url=_URL,
+        sleep=_SyncSleepRecorder(),
+        client=httpx.Client(transport=httpx.MockTransport(_fail)),
+    )
+    assert len(cost_map) > 100
+    assert get_model_cost_map_source_info()["is_env_forced"] is True
diff --git a/tests/test_litellm/litellm_core_utils/test_get_supported_openai_params.py b/tests/test_litellm/litellm_core_utils/test_get_supported_openai_params.py
index cb4e72ab3ad..722818598af 100644
--- a/tests/test_litellm/litellm_core_utils/test_get_supported_openai_params.py
+++ b/tests/test_litellm/litellm_core_utils/test_get_supported_openai_params.py
@@ -188,6 +188,8 @@ class TestDeclaredAuthenticatingProvider:
             ("gpt-4o", "github_copilot", "github_copilot"),
             ("openai/gpt-4o", None, None),
             ("gpt-4o", "openai", None),
+            ("github_copilot", None, None),
+            ("chatgpt", None, None),
         ],
     )
     def test_names_only_the_providers_whose_resolution_authenticates(self, model, provider, expected):
diff --git a/tests/test_litellm/litellm_core_utils/test_litellm_logging.py b/tests/test_litellm/litellm_core_utils/test_litellm_logging.py
index c7328adb0b3..f1de7390b5b 100644
--- a/tests/test_litellm/litellm_core_utils/test_litellm_logging.py
+++ b/tests/test_litellm/litellm_core_utils/test_litellm_logging.py
@@ -5479,6 +5479,97 @@ def test_pre_call_redacts_and_masks_raw_request(logging_obj):
     assert "key=*****" in raw_api_base
 
 
+def _streaming_logging_obj_with_callbacks(callbacks: list[CustomLogger]):
+    import datetime
+
+    obj = LitellmLogging(
+        model="anthropic/claude-opus-5",
+        messages=[{"role": "user", "content": "hi"}],
+        stream=True,
+        call_type="completion",
+        start_time=datetime.datetime.now(),
+        litellm_call_id="slot-leak-test",
+        function_id="slot-leak-test",
+    )
+    obj.model_call_details["litellm_params"] = {"metadata": {}}
+    return patch.object(obj, "get_combined_callback_list", return_value=callbacks), obj
+
+
+def _assembled_stream_result():
+    response = ModelResponse()
+    response.choices[0].message.content = "hello"
+    return response
+
+
+@pytest.mark.asyncio
+async def test_streaming_success_callbacks_survive_logging_hook_failure():
+    """Regression for leaked max_parallel_requests slots: a raising
+    async_logging_hook must not abort the success-callback loop that
+    releases the rate-limiter slot."""
+    broken = CustomLogger()
+    broken.async_logging_hook = AsyncMock(side_effect=RuntimeError("broken stream payload"))
+    releasing = CustomLogger()
+    releasing.async_log_success_event = AsyncMock()
+
+    patcher, logging_obj = _streaming_logging_obj_with_callbacks([broken, releasing])
+    with patcher:
+        await logging_obj.async_success_handler(result=_assembled_stream_result())
+
+    releasing.async_log_success_event.assert_awaited_once()
+
+
+@pytest.mark.asyncio
+async def test_streaming_success_callbacks_survive_cost_calculation_failure():
+    releasing = CustomLogger()
+    releasing.async_log_success_event = AsyncMock()
+
+    patcher, logging_obj = _streaming_logging_obj_with_callbacks([releasing])
+    with patcher, patch.object(
+        logging_obj, "_response_cost_calculator", side_effect=ValueError("bad usage block")
+    ):
+        await logging_obj.async_success_handler(result=_assembled_stream_result())
+
+    assert logging_obj.model_call_details["response_cost"] is None
+    releasing.async_log_success_event.assert_awaited_once()
+
+
+@pytest.mark.asyncio
+async def test_streaming_success_callbacks_survive_standard_logging_payload_failure():
+    releasing = CustomLogger()
+    releasing.async_log_success_event = AsyncMock()
+
+    patcher, logging_obj = _streaming_logging_obj_with_callbacks([releasing])
+    with patcher, patch.object(
+        logging_obj, "_build_standard_logging_payload", side_effect=ValueError("incomplete stream")
+    ):
+        await logging_obj.async_success_handler(result=_assembled_stream_result())
+
+    assert logging_obj.model_call_details.get("standard_logging_object") is None
+    releasing.async_log_success_event.assert_awaited_once()
+
+
+@pytest.mark.asyncio
+async def test_streaming_success_callbacks_survive_guardrail_logging_hook_failure():
+    from litellm.integrations.custom_guardrail import CustomGuardrail
+
+    skipping = CustomGuardrail(guardrail_name="skipping-guardrail")
+    skipping.should_run_guardrail = MagicMock(return_value=False)
+    skipping.async_logging_hook = AsyncMock()
+    raising = CustomGuardrail(guardrail_name="raising-guardrail")
+    raising.should_run_guardrail = MagicMock(return_value=True)
+    raising.async_logging_hook = AsyncMock(side_effect=RuntimeError("guardrail hook failed"))
+    releasing = CustomLogger()
+    releasing.async_log_success_event = AsyncMock()
+
+    patcher, logging_obj = _streaming_logging_obj_with_callbacks([skipping, raising, releasing])
+    with patcher:
+        await logging_obj.async_success_handler(result=_assembled_stream_result())
+
+    skipping.async_logging_hook.assert_not_awaited()
+    raising.async_logging_hook.assert_awaited_once()
+    releasing.async_log_success_event.assert_awaited_once()
+
+
 def _resolve(custom_llm_provider, litellm_params, optional_params, model):
     from litellm.litellm_core_utils.litellm_logging import (
         _resolve_vertex_location_for_cost,
@@ -5911,7 +6002,9 @@ async def test_prompt_hook_injection_marker_recorded_for_every_surface(logging_o
     """The savings gate reads litellm_gateway_injected_cache from the request's
     metadata bucket. Recording lives in the shared prompt-hook wrappers, so chat,
     /v1/responses, router prompt deployments, and proxy prompt templates all mark
-    injected requests the same way; a hook that injects nothing leaves no marker."""
+    injected requests the same way; a hook that injects nothing leaves no marker.
+    A pass that runs before deployment choice declares it and gets the every-deployment
+    sentinel, which a later per-deployment pass never narrows."""
     from litellm.integrations.custom_prompt_management import CustomPromptManagement
 
     class _InjectingHook(CustomPromptManagement):
@@ -5995,6 +6088,28 @@ async def test_prompt_hook_injection_marker_recorded_for_every_surface(logging_o
     )
     assert "litellm_gateway_injected_cache" not in untouched["metadata"]
 
+    pre_choice = {"metadata": {}, "model_info": {"id": "dep-of-this-attempt"}}
+    logging_obj.get_chat_completion_prompt(
+        model="claude-sonnet-5",
+        messages=[{"role": "user", "content": "hi"}],
+        non_default_params={},
+        prompt_variables=None,
+        prompt_management_logger=_InjectingHook(),
+        request_kwargs=pre_choice,
+        injected_for_every_deployment=True,
+    )
+    assert pre_choice["metadata"]["litellm_gateway_injected_cache"] == ""
+
+    await logging_obj.async_get_chat_completion_prompt(
+        model="claude-sonnet-5",
+        messages=[{"role": "user", "content": "a fresh turn"}],
+        non_default_params={},
+        prompt_variables=None,
+        prompt_management_logger=_InjectingHook(),
+        request_kwargs=pre_choice,
+    )
+    assert pre_choice["metadata"]["litellm_gateway_injected_cache"] == ""
+
 
 def test_get_standard_logging_object_payload_reads_overhead_from_logging_obj_for_dict_results(logging_obj):
     """LIT-5466: /v1/messages returns a plain dict with no _hidden_params, so the overhead
diff --git a/tests/test_litellm/litellm_core_utils/test_streaming_chunk_builder_utils.py b/tests/test_litellm/litellm_core_utils/test_streaming_chunk_builder_utils.py
index 8ac050a04f9..bacbcbf132b 100644
--- a/tests/test_litellm/litellm_core_utils/test_streaming_chunk_builder_utils.py
+++ b/tests/test_litellm/litellm_core_utils/test_streaming_chunk_builder_utils.py
@@ -592,6 +592,59 @@ def test_stream_chunk_builder_litellm_usage_chunks():
     assert usage.total_tokens == 77
 
 
+def test_calculate_usage_honors_openai_sdk_completion_usage_chunks():
+    from openai.types.completion_usage import CompletionUsage
+
+    content_chunk = ModelResponseStream(
+        id="chatcmpl-sdk-usage-1",
+        created=1745513206,
+        model="mantle-claude",
+        object="chat.completion.chunk",
+        system_fingerprint=None,
+        choices=[
+            StreamingChoices(
+                finish_reason="stop",
+                index=0,
+                delta=Delta(
+                    provider_specific_fields=None,
+                    content="ok",
+                    role=None,
+                    function_call=None,
+                    tool_calls=None,
+                    audio=None,
+                ),
+                logprobs=None,
+            )
+        ],
+        provider_specific_fields=None,
+        stream_options={"include_usage": True},
+    )
+    usage_chunk = ModelResponseStream(
+        id="chatcmpl-sdk-usage-1",
+        created=1745513207,
+        model="mantle-claude",
+        object="chat.completion.chunk",
+        system_fingerprint=None,
+        choices=[],
+        provider_specific_fields=None,
+        stream_options={"include_usage": True},
+    )
+    usage_chunk.usage = CompletionUsage(
+        prompt_tokens=20, completion_tokens=60, total_tokens=80, cost=0.000704
+    )
+    assert type(usage_chunk.usage) is CompletionUsage
+
+    chunks = [content_chunk, usage_chunk]
+    usage = ChunkProcessor(chunks=chunks).calculate_usage(
+        chunks=chunks, model="mantle-claude", completion_output=""
+    )
+
+    assert usage.prompt_tokens == 20
+    assert usage.completion_tokens == 60
+    assert usage.total_tokens == 80
+    assert getattr(usage, "cost", None) == pytest.approx(0.000704)
+
+
 def test_get_model_from_chunks_azure_model_router():
     """
     Test that _get_model_from_chunks finds the actual model from Azure Model Router chunks.
diff --git a/tests/test_litellm/litellm_core_utils/test_streaming_handler.py b/tests/test_litellm/litellm_core_utils/test_streaming_handler.py
index 4c99bce2b0f..0aa73833677 100644
--- a/tests/test_litellm/litellm_core_utils/test_streaming_handler.py
+++ b/tests/test_litellm/litellm_core_utils/test_streaming_handler.py
@@ -21,6 +21,7 @@ from litellm.litellm_core_utils.streaming_handler import (
 from litellm.types.utils import (
     CompletionTokensDetailsWrapper,
     Delta,
+    ModelResponse,
     ModelResponseStream,
     PromptTokensDetailsWrapper,
     StandardLoggingPayload,
@@ -1750,7 +1751,7 @@ def test_openrouter_streaming_cost_propagates_to_hidden_params():
     assert complete_response.usage.cost == 0.00025
 
     # Use the real propagation method from CustomStreamWrapper
-    CustomStreamWrapper._propagate_usage_cost_to_hidden_params(complete_response)
+    CustomStreamWrapper._propagate_usage_cost_to_hidden_params(complete_response, "openrouter")
 
     assert "additional_headers" in complete_response._hidden_params
     assert (
@@ -1769,14 +1770,12 @@ def test_openrouter_streaming_cost_propagates_to_hidden_params():
     assert provider_cost == 0.00025
 
 
-def test_perplexity_streaming_dict_cost_propagates_to_hidden_params():
-    """
-    Regression: Perplexity reports usage.cost as a breakdown object, which used to
-    blow up the end of the stream with
-    `float() argument must be a string or a real number, not 'dict'`.
-    """
+def test_perplexity_streaming_dict_cost_bills_through_its_own_calculator():
     import litellm
-    from litellm.cost_calculator import get_response_cost_from_hidden_params
+    from litellm.cost_calculator import (
+        get_response_cost_from_hidden_params,
+        response_cost_calculator,
+    )
 
     chunks = [
         ModelResponseStream(
@@ -1828,13 +1827,81 @@ def test_perplexity_streaming_dict_cost_propagates_to_hidden_params():
 
     assert complete_response is not None
 
-    CustomStreamWrapper._propagate_usage_cost_to_hidden_params(complete_response)
+    CustomStreamWrapper._propagate_usage_cost_to_hidden_params(complete_response, "perplexity")
 
-    assert (
-        get_response_cost_from_hidden_params(complete_response._hidden_params)
-        == 0.00503
+    assert get_response_cost_from_hidden_params(complete_response._hidden_params) is None
+    assert response_cost_calculator(
+        response_object=complete_response,
+        model="perplexity/sonar",
+        custom_llm_provider="perplexity",
+        call_type="completion",
+        optional_params={},
+    ) == pytest.approx(0.00503)
+
+
+def test_openai_compatible_streaming_cost_is_priced_from_the_cost_map():
+    import litellm
+    from litellm.cost_calculator import (
+        get_response_cost_from_hidden_params,
+        response_cost_calculator,
     )
 
+    model = "openai/streams-cost-in-nanodollars"
+    litellm.register_model(
+        {
+            model: {
+                "input_cost_per_token": 1e-6,
+                "output_cost_per_token": 2e-6,
+                "litellm_provider": "openai",
+                "mode": "chat",
+            }
+        }
+    )
+    complete_response = ModelResponse(
+        id="chatcmpl-openai-compatible",
+        model=model,
+        choices=[],
+        usage=Usage(completion_tokens=5, prompt_tokens=10, total_tokens=15, cost=3_144_000),
+    )
+
+    CustomStreamWrapper._propagate_usage_cost_to_hidden_params(complete_response, "openai")
+
+    assert get_response_cost_from_hidden_params(complete_response._hidden_params) is None
+    assert response_cost_calculator(
+        response_object=complete_response,
+        model=model,
+        custom_llm_provider="openai",
+        call_type="completion",
+        optional_params={},
+    ) == pytest.approx(2e-5)
+
+
+def test_xai_streaming_reported_cost_still_takes_the_margin(monkeypatch):
+    import litellm
+    from litellm.cost_calculator import (
+        get_response_cost_from_hidden_params,
+        response_cost_calculator,
+    )
+
+    complete_response = ModelResponse(
+        id="chatcmpl-xai",
+        model="grok-4-latest",
+        choices=[],
+        usage=Usage(completion_tokens=353, prompt_tokens=198, total_tokens=551, cost=0.0009956),
+    )
+
+    CustomStreamWrapper._propagate_usage_cost_to_hidden_params(complete_response, "xai")
+
+    assert get_response_cost_from_hidden_params(complete_response._hidden_params) is None
+    monkeypatch.setattr(litellm, "cost_margin_config", {"xai": 0.5})
+    assert response_cost_calculator(
+        response_object=complete_response,
+        model="xai/grok-4-latest",
+        custom_llm_provider="xai",
+        call_type="completion",
+        optional_params={},
+    ) == pytest.approx(0.0009956 * 1.5)
+
 
 def test_provider_reported_cost_ignores_unusable_shapes():
     assert CustomStreamWrapper._resolve_provider_reported_cost(None) is None
@@ -4694,6 +4761,43 @@ async def test_async_stream_assembled_response_keeps_vertex_traffic_type(logging
     assert assembled._hidden_params["provider_specific_fields"]["traffic_type"] == "ON_DEMAND_FLEX"
 
 
+@pytest.mark.asyncio
+async def test_async_fake_stream_final_chunk_carries_hidden_usage(logging_obj: Logging):
+    from litellm.llms.base_llm.base_model_iterator import MockResponseIterator
+    from litellm.types.utils import ModelResponse
+
+    model_response = ModelResponse(
+        id="chatcmpl-fake-stream",
+        model="my-random-model",
+        choices=[
+            {
+                "index": 0,
+                "message": {"role": "assistant", "content": "hello world"},
+                "finish_reason": "stop",
+            }
+        ],
+    )
+    model_response.usage = Usage(prompt_tokens=1234, completion_tokens=7, total_tokens=1241)
+
+    wrapper = CustomStreamWrapper(
+        completion_stream=MockResponseIterator(model_response=model_response),
+        model="my-random-model",
+        custom_llm_provider="anthropic",
+        logging_obj=logging_obj,
+    )
+
+    final_chunk = None
+    async for chunk in wrapper:
+        final_chunk = chunk
+
+    assert final_chunk is not None
+    hidden_usage = final_chunk._hidden_params.get("usage")
+    assert hidden_usage is not None
+    assert hidden_usage.prompt_tokens == 1234
+    assert hidden_usage.completion_tokens == 7
+    assert hidden_usage.total_tokens == 1241
+
+
 class TestStableStreamingResponseId:
     """
     All chunks of one streamed response must share the same top-level id
diff --git a/tests/test_litellm/llms/a2a/chat/guardrail_translation/test_a2a_guardrail_handler.py b/tests/test_litellm/llms/a2a/chat/guardrail_translation/test_a2a_guardrail_handler.py
new file mode 100644
index 00000000000..dd7e8fadcd8
--- /dev/null
+++ b/tests/test_litellm/llms/a2a/chat/guardrail_translation/test_a2a_guardrail_handler.py
@@ -0,0 +1,35 @@
+"""Tests for litellm/llms/a2a/chat/guardrail_translation/handler.py."""
+
+import json
+
+from litellm.llms.a2a.chat.guardrail_translation.handler import A2AGuardrailHandler
+from litellm.llms.base_llm.guardrail_translation.base_translation import StreamingScanKey
+
+
+def _text_event(text: str) -> str:
+    return json.dumps(
+        {
+            "jsonrpc": "2.0",
+            "id": "req-1",
+            "result": {"kind": "message", "role": "agent", "parts": [{"kind": "text", "text": text}]},
+        }
+    )
+
+
+def _status_event() -> str:
+    return json.dumps({"jsonrpc": "2.0", "id": "req-1", "result": {"kind": "status-update", "status": {}}})
+
+
+class TestA2AGuardrailHandlerStreamingScanKey:
+    def test_key_joins_the_text_of_every_message_event(self):
+        key = A2AGuardrailHandler().get_streaming_scan_key([_text_event("hello "), _text_event("world")])
+        assert key == StreamingScanKey(texts=("hello world",))
+
+    def test_events_without_text_leave_the_key_unchanged(self):
+        handler = A2AGuardrailHandler()
+        events = [_text_event("hello")]
+        assert handler.get_streaming_scan_key(events + [_status_event()]) == handler.get_streaming_scan_key(events)
+
+    def test_unparseable_items_are_ignored(self):
+        key = A2AGuardrailHandler().get_streaming_scan_key([_text_event("hi"), "not json", b"bytes"])
+        assert key.texts == ("hi",)
diff --git a/tests/test_litellm/llms/anthropic/chat/guardrail_translation/test_anthropic_guardrail_handler.py b/tests/test_litellm/llms/anthropic/chat/guardrail_translation/test_anthropic_guardrail_handler.py
index 0fe7730e91e..3044a321aa6 100644
--- a/tests/test_litellm/llms/anthropic/chat/guardrail_translation/test_anthropic_guardrail_handler.py
+++ b/tests/test_litellm/llms/anthropic/chat/guardrail_translation/test_anthropic_guardrail_handler.py
@@ -13,6 +13,7 @@ import pytest
 
 
 from litellm.integrations.custom_guardrail import CustomGuardrail
+from litellm.llms.base_llm.guardrail_translation.base_translation import StreamingScanKey
 from litellm.llms.anthropic.chat.guardrail_translation.handler import (
     AnthropicMessagesHandler,
 )
@@ -1991,3 +1992,56 @@ class TestStructuredWriteBackKeepsToolResults:
         }
         later_blocks = [b for m in messages[tool_use_index + 1 :] for b in self._blocks(m)]
         assert {"type": "text", "text": "Now fetch the page."} in later_blocks
+
+
+class TestAnthropicMessagesHandlerStreamingScanKey:
+    """get_streaming_scan_key mirrors what process_output_streaming_response would scan"""
+
+    @staticmethod
+    def _sse(event_type, data):
+        return f"event: {event_type}\ndata: {json.dumps(data)}\n\n".encode()
+
+    def _text_delta(self, text):
+        return self._sse(
+            "content_block_delta",
+            {"type": "content_block_delta", "index": 0, "delta": {"type": "text_delta", "text": text}},
+        )
+
+    def test_key_is_empty_before_any_text_arrives(self):
+        head = self._sse("message_start", {"type": "message_start", "message": {"stop_reason": None}})
+        key = AnthropicMessagesHandler().get_streaming_scan_key([head])
+        assert key == StreamingScanKey(texts=("",))
+
+    def test_key_accumulates_text_deltas(self):
+        key = AnthropicMessagesHandler().get_streaming_scan_key([self._text_delta("hello "), self._text_delta("world")])
+        assert key.texts == ("hello world",)
+        assert key.stream_ended is False
+
+    def _stop(self, stop_reason):
+        return self._sse(
+            "message_delta",
+            {"type": "message_delta", "delta": {"stop_reason": stop_reason, "stop_sequence": None}, "usage": {}},
+        )
+
+    def test_stop_without_tool_use_scans_the_same_payload(self):
+        handler = AnthropicMessagesHandler()
+        open_key = handler.get_streaming_scan_key([self._text_delta("hi")])
+        ended_key = handler.get_streaming_scan_key([self._text_delta("hi"), self._stop("end_turn")])
+        assert ended_key.stream_ended is True
+        assert ended_key == open_key
+
+    def test_tool_use_blocks_enter_the_key_once_the_stream_has_ended(self):
+        handler = AnthropicMessagesHandler()
+        tool_use = self._sse(
+            "content_block_start",
+            {
+                "type": "content_block_start",
+                "index": 1,
+                "content_block": {"type": "tool_use", "id": "toolu_1", "name": "get_weather", "input": {}},
+            },
+        )
+        open_key = handler.get_streaming_scan_key([self._text_delta("hi"), tool_use])
+        ended_key = handler.get_streaming_scan_key([self._text_delta("hi"), tool_use, self._stop("tool_use")])
+        assert open_key == StreamingScanKey(texts=("hi",))
+        assert len(ended_key.tool_calls) == 1 and "get_weather" in ended_key.tool_calls[0]
+        assert ended_key != open_key
diff --git a/tests/test_litellm/llms/anthropic/chat/test_anthropic_chat_handler.py b/tests/test_litellm/llms/anthropic/chat/test_anthropic_chat_handler.py
index bd750a47f63..043537f8c1f 100644
--- a/tests/test_litellm/llms/anthropic/chat/test_anthropic_chat_handler.py
+++ b/tests/test_litellm/llms/anthropic/chat/test_anthropic_chat_handler.py
@@ -3,11 +3,13 @@ import threading
 from http.server import BaseHTTPRequestHandler, ThreadingHTTPServer
 from unittest.mock import AsyncMock, MagicMock, patch
 
+import httpx
 import pytest
 
 import litellm
 from litellm.constants import RESPONSE_FORMAT_TOOL_NAME
 from litellm.llms.anthropic.chat.handler import ModelResponseIterator, make_call
+from litellm.llms.custom_httpx.http_handler import HTTPHandler
 from litellm.types.llms.openai import (
     ChatCompletionToolCallChunk,
     ChatCompletionToolCallFunctionChunk,
@@ -46,6 +48,43 @@ async def test_make_call_passes_logging_obj_to_client_post():
     assert call_kwargs.get("logging_obj") is logging_obj
 
 
+def test_anthropic_completion_does_not_send_deployment_default_limits():
+    captured_requests: list[httpx.Request] = []
+
+    def respond(request: httpx.Request) -> httpx.Response:
+        captured_requests.append(request)
+        return httpx.Response(
+            200,
+            json={
+                "id": "msg_default_limits",
+                "type": "message",
+                "role": "assistant",
+                "model": "claude-3-5-haiku-20241022",
+                "content": [{"type": "text", "text": "Hello"}],
+                "stop_reason": "end_turn",
+                "stop_sequence": None,
+                "usage": {"input_tokens": 1, "output_tokens": 1},
+            },
+        )
+
+    client = HTTPHandler(client=httpx.Client(transport=httpx.MockTransport(respond)))
+    try:
+        litellm.completion(
+            model="anthropic/claude-3-5-haiku-20241022",
+            messages=[{"role": "user", "content": "Hello"}],
+            api_key="test-key",
+            client=client,
+            default_api_key_rpm_limit=60,
+            default_api_key_tpm_limit=5000000,
+        )
+    finally:
+        client.close()
+
+    request_body = json.loads(captured_requests[0].content)
+    assert "default_api_key_rpm_limit" not in request_body
+    assert "default_api_key_tpm_limit" not in request_body
+
+
 def test_redacted_thinking_content_block_delta():
     chunk = {
         "type": "content_block_start",
diff --git a/tests/test_litellm/llms/anthropic/chat/test_anthropic_chat_transformation.py b/tests/test_litellm/llms/anthropic/chat/test_anthropic_chat_transformation.py
index 0f9f8259bef..8ea8db5fb65 100644
--- a/tests/test_litellm/llms/anthropic/chat/test_anthropic_chat_transformation.py
+++ b/tests/test_litellm/llms/anthropic/chat/test_anthropic_chat_transformation.py
@@ -3127,6 +3127,31 @@ def test_reasoning_effort_accepts_dict_shape_for_non_adaptive_model(
     )
 
 
+@pytest.mark.parametrize(
+    "model,budget_tokens,expected",
+    [
+        ("claude-opus-4-8", 4096, ({"type": "adaptive"}, {"effort": "high"})),
+        ("claude-opus-4-7", 24000, ({"type": "adaptive"}, {"effort": "xhigh"})),
+        ("claude-opus-4-6", 4096, ({"type": "enabled", "budget_tokens": 4096}, None)),
+        ("claude-sonnet-4-5-20250929", 4096, ({"type": "enabled", "budget_tokens": 4096}, None)),
+    ],
+)
+def test_legacy_thinking_translated_to_adaptive_on_adaptive_only_models(model, budget_tokens, expected):
+    """Adaptive-only models reject thinking={type: enabled} with a 400, so the
+    legacy shape must be upgraded to adaptive + output_config.effort on
+    /chat/completions too, while models that accept it keep the caller's budget."""
+    config = AnthropicConfig()
+
+    result = config.map_openai_params(
+        non_default_params={"thinking": {"type": "enabled", "budget_tokens": budget_tokens}, "max_tokens": 64000},
+        optional_params={},
+        model=model,
+        drop_params=False,
+    )
+
+    assert (result["thinking"], result.get("output_config")) == expected
+
+
 @pytest.mark.parametrize(
     "bad_value",
     [
diff --git a/tests/test_litellm/llms/anthropic/experimental_pass_through/adapters/test_streaming_iterator_stop_reason.py b/tests/test_litellm/llms/anthropic/experimental_pass_through/adapters/test_streaming_iterator_stop_reason.py
new file mode 100644
index 00000000000..4b95b36fec3
--- /dev/null
+++ b/tests/test_litellm/llms/anthropic/experimental_pass_through/adapters/test_streaming_iterator_stop_reason.py
@@ -0,0 +1,79 @@
+"""
+Regression tests for issue #34692.
+
+ollama_chat streams tool_calls in a mid-stream chunk while its final
+(``done: true``) chunk carries only ``done_reason: "stop"``. The provider
+iterator must remember the earlier tool_calls and stamp
+``finish_reason="tool_calls"`` on the final chunk, so the Anthropic
+``/v1/messages`` bridge emits ``stop_reason: "tool_use"``. Before the fix the
+bridge emitted ``stop_reason: "end_turn"`` and Anthropic tool-runners
+(Claude Code, ``messages.stream``) silently dropped the tool call.
+"""
+
+import pytest
+
+from litellm.llms.anthropic.experimental_pass_through.adapters.streaming_iterator import (
+    AnthropicStreamWrapper,
+)
+from litellm.llms.ollama.chat.transformation import (
+    OllamaChatCompletionResponseIterator,
+)
+from litellm.types.utils import ModelResponseStream
+
+_OLLAMA_TOOL_CHUNK = {
+    "model": "qwen3:8b",
+    "message": {
+        "role": "assistant",
+        "content": "",
+        "tool_calls": [{"function": {"name": "get_weather", "arguments": {"city": "San Francisco"}}}],
+    },
+    "done": False,
+}
+_OLLAMA_DONE_CHUNK = {
+    "model": "qwen3:8b",
+    "message": {"role": "assistant", "content": ""},
+    "done": True,
+    "done_reason": "stop",
+    "prompt_eval_count": 100,
+    "eval_count": 20,
+}
+
+
+def _ollama_streamed_chunks() -> list[ModelResponseStream]:
+    iterator = OllamaChatCompletionResponseIterator(streaming_response=iter([]), sync_stream=True)
+    return [iterator.chunk_parser(_OLLAMA_TOOL_CHUNK), iterator.chunk_parser(_OLLAMA_DONE_CHUNK)]
+
+
+class _AsyncStream:
+    def __init__(self, items: list[ModelResponseStream]):
+        self._it = iter(items)
+
+    def __aiter__(self):
+        return self
+
+    async def __anext__(self):
+        try:
+            return next(self._it)
+        except StopIteration:
+            raise StopAsyncIteration
+
+
+def _assert_tool_use_stop_reason(events: list[dict]) -> None:
+    block_types = [e["content_block"]["type"] for e in events if e.get("type") == "content_block_start"]
+    assert "tool_use" in block_types, f"no tool_use content block opened: {events}"
+    message_deltas = [e for e in events if e.get("type") == "message_delta"]
+    assert message_deltas, f"no message_delta emitted: {events}"
+    assert message_deltas[-1]["delta"]["stop_reason"] == "tool_use", (
+        f"expected stop_reason 'tool_use', got: {message_deltas[-1]}"
+    )
+
+
+def test_ollama_mid_stream_tool_call_yields_tool_use_stop_reason_sync():
+    wrapper = AnthropicStreamWrapper(completion_stream=iter(_ollama_streamed_chunks()), model="qwen3:8b")
+    _assert_tool_use_stop_reason(list(wrapper))
+
+
+@pytest.mark.asyncio
+async def test_ollama_mid_stream_tool_call_yields_tool_use_stop_reason_async():
+    wrapper = AnthropicStreamWrapper(completion_stream=_AsyncStream(_ollama_streamed_chunks()), model="qwen3:8b")
+    _assert_tool_use_stop_reason([event async for event in wrapper])
diff --git a/tests/test_litellm/llms/anthropic/experimental_pass_through/messages/test_anthropic_experimental_pass_through_messages_handler.py b/tests/test_litellm/llms/anthropic/experimental_pass_through/messages/test_anthropic_experimental_pass_through_messages_handler.py
index ad4c3d6bfbb..e819433c269 100644
--- a/tests/test_litellm/llms/anthropic/experimental_pass_through/messages/test_anthropic_experimental_pass_through_messages_handler.py
+++ b/tests/test_litellm/llms/anthropic/experimental_pass_through/messages/test_anthropic_experimental_pass_through_messages_handler.py
@@ -296,21 +296,15 @@ async def test_bedrock_converse_budget_tokens_preserved():
         mock_acompletion.assert_called_once()
 
         call_kwargs = mock_acompletion.call_args.kwargs
-        print(
-            "acompletion call kwargs: ", json.dumps(call_kwargs, indent=4, default=str)
-        )
+        print("acompletion call kwargs: ", json.dumps(call_kwargs, indent=4, default=str))
 
         # Verify thinking parameter is passed through with budget_tokens preserved
         thinking_param = call_kwargs.get("thinking")
-        assert (
-            thinking_param is not None
-        ), "thinking parameter should be passed to acompletion"
-        assert (
-            thinking_param.get("type") == "enabled"
-        ), "thinking.type should be 'enabled'"
-        assert (
-            thinking_param.get("budget_tokens") == 1024
-        ), f"thinking.budget_tokens should be 1024, but got {thinking_param.get('budget_tokens')}"
+        assert thinking_param is not None, "thinking parameter should be passed to acompletion"
+        assert thinking_param.get("type") == "enabled", "thinking.type should be 'enabled'"
+        assert thinking_param.get("budget_tokens") == 1024, (
+            f"thinking.budget_tokens should be 1024, but got {thinking_param.get('budget_tokens')}"
+        )
 
 
 def test_openai_model_with_thinking_converts_to_reasoning():
@@ -342,23 +336,18 @@ def test_openai_model_with_thinking_converts_to_reasoning():
         call_kwargs = mock_responses.call_args.kwargs
 
         # Verify reasoning is set (converted from thinking)
-        assert (
-            "reasoning" in call_kwargs
-        ), "reasoning should be passed to litellm.responses"
+        assert "reasoning" in call_kwargs, "reasoning should be passed to litellm.responses"
 
         # budget_tokens=1024 -> effort="low" (at the LOW budget threshold)
         # reasoning_auto_summary is False by default, so no summary key
         expected_reasoning = {"effort": "low"}
         assert call_kwargs["reasoning"] == expected_reasoning, (
-            f"reasoning should be {expected_reasoning} for budget_tokens=1024, "
-            f"got {call_kwargs.get('reasoning')}"
+            f"reasoning should be {expected_reasoning} for budget_tokens=1024, got {call_kwargs.get('reasoning')}"
         )
         assert "summary" not in call_kwargs["reasoning"]
 
         # Verify thinking is NOT passed directly to the Responses API
-        assert (
-            "thinking" not in call_kwargs
-        ), "thinking should NOT be passed directly to litellm.responses"
+        assert "thinking" not in call_kwargs, "thinking should NOT be passed directly to litellm.responses"
 
 
 class TestThinkingParameterTransformation:
@@ -411,9 +400,7 @@ class TestThinkingParameterTransformation:
                 thinking=thinking,
                 model="openai/gpt-5.2",
             )
-            assert result == {
-                "reasoning_effort": {"effort": "high", "summary": "detailed"}
-            }
+            assert result == {"reasoning_effort": {"effort": "high", "summary": "detailed"}}
         finally:
             litellm.reasoning_auto_summary = original
 
@@ -611,9 +598,9 @@ class TestThinkingSummaryPreservation:
             mock_responses.assert_called_once()
             call_kwargs = mock_responses.call_args.kwargs
             reasoning = call_kwargs["reasoning"]
-            assert (
-                reasoning["summary"] == "concise"
-            ), f"Expected summary='concise', got summary='{reasoning.get('summary')}'"
+            assert reasoning["summary"] == "concise", (
+                f"Expected summary='concise', got summary='{reasoning.get('summary')}'"
+            )
 
     def test_responses_adapter_preserves_summary(self):
         """translate_thinking_to_reasoning should include summary when user provides it."""
@@ -622,9 +609,7 @@ class TestThinkingSummaryPreservation:
         )
 
         thinking = {"type": "enabled", "budget_tokens": 5000, "summary": "concise"}
-        result = LiteLLMAnthropicToResponsesAPIAdapter.translate_thinking_to_reasoning(
-            thinking
-        )
+        result = LiteLLMAnthropicToResponsesAPIAdapter.translate_thinking_to_reasoning(thinking)
         assert result == {"effort": "high", "summary": "concise"}
 
     def test_responses_adapter_no_summary_by_default(self):
@@ -638,11 +623,7 @@ class TestThinkingSummaryPreservation:
         try:
             litellm.reasoning_auto_summary = False
             thinking = {"type": "enabled", "budget_tokens": 5000}
-            result = (
-                LiteLLMAnthropicToResponsesAPIAdapter.translate_thinking_to_reasoning(
-                    thinking
-                )
-            )
+            result = LiteLLMAnthropicToResponsesAPIAdapter.translate_thinking_to_reasoning(thinking)
             assert result == {"effort": "high"}
             assert result is not None and "summary" not in result
         finally:
@@ -659,9 +640,7 @@ class TestThinkingSummaryPreservation:
             thinking=thinking,
             model="openai/gpt-5.2",
         )
-        assert result == {
-            "reasoning_effort": {"effort": "high", "summary": "concise"}
-        }
+        assert result == {"reasoning_effort": {"effort": "high", "summary": "concise"}}
 
     def test_translate_thinking_for_model_disabled_stays_plain_string_when_auto_summary_enabled(self):
         """Disabled thinking must stay a plain string even when reasoning_auto_summary is on."""
@@ -807,9 +786,7 @@ def test_presanitized_flag_not_leaked_to_provider_params():
 
     def fake_base_handler(*args, **kwargs):
         captured.update(kwargs)
-        captured["optional"] = kwargs.get(
-            "anthropic_messages_optional_request_params", {}
-        )
+        captured["optional"] = kwargs.get("anthropic_messages_optional_request_params", {})
         return "stub"
 
     with patch.object(
@@ -974,6 +951,38 @@ def test_gate_passthrough_skipped_when_only_chat_completions_supported(monkeypat
     assert "config" not in captured
 
 
+@pytest.mark.parametrize(
+    "model_info, expected_ttl_support",
+    [
+        ({"supported_endpoints": ["/v1/messages"]}, False),
+        ({"supported_endpoints": ["/v1/messages"], "cache_control_ttl": True}, True),
+        ({"supported_endpoints": ["/v1/messages"], "cache_control_ttl": "yes"}, False),
+    ],
+)
+def test_gate_passthrough_forwards_cache_control_ttl_only_when_deployment_opts_in(
+    monkeypatch, model_info, expected_ttl_support
+):
+    """The passthrough config strips cache_control.ttl unless the deployment sets
+    model_info.cache_control_ttl to exactly true."""
+    from litellm.llms.anthropic.experimental_pass_through.messages.handler import (
+        anthropic_messages_handler,
+    )
+
+    captured, _ = _gate_stubs(monkeypatch)
+
+    result = anthropic_messages_handler(
+        max_tokens=100,
+        messages=[{"role": "user", "content": "Hello"}],
+        model="openai/some-model",
+        api_key="sk-test",
+        api_base="https://host/v1",
+        model_info=model_info,
+    )
+
+    assert result == "native-passthrough"
+    assert captured["config"].supports_cache_control_ttl() is expected_ttl_support
+
+
 def test_first_party_claude_4_8_plus_cost_map_entries_carry_mid_conversation_system_flag():
     """Regional and provider-prefixed Claude 4.8+/5 entries carry
     ``supports_mid_conversation_system``, but the bare first-party keys
@@ -987,9 +996,7 @@ def test_first_party_claude_4_8_plus_cost_map_entries_carry_mid_conversation_sys
 
     import litellm
 
-    cost_map_path = os.path.join(
-        os.path.dirname(litellm.__file__), "model_prices_and_context_window_backup.json"
-    )
+    cost_map_path = os.path.join(os.path.dirname(litellm.__file__), "model_prices_and_context_window_backup.json")
     with open(cost_map_path) as f:
         cost_map = json.load(f)
     rules = cost_map["fallback_generalizations"]["rules"]
@@ -1028,9 +1035,7 @@ def test_first_party_claude_4_8_plus_cost_map_entries_carry_mid_conversation_sys
         ("perplexity/sonar", "sonar", "https://api.perplexity.ai/chat/completions"),
     ],
 )
-async def test_messages_strips_provider_prefix_exactly_once(
-    requested_model, expected_wire_model, expected_url
-):
+async def test_messages_strips_provider_prefix_exactly_once(requested_model, expected_wire_model, expected_url):
     """
     BerriAI/litellm#37716: only the leading provider segment may be stripped on the way upstream.
 
diff --git a/tests/test_litellm/llms/azure/chat/test_azure_chat_gpt_transformation.py b/tests/test_litellm/llms/azure/chat/test_azure_chat_gpt_transformation.py
index 2cf7cd142d6..4e6b9ed0188 100644
--- a/tests/test_litellm/llms/azure/chat/test_azure_chat_gpt_transformation.py
+++ b/tests/test_litellm/llms/azure/chat/test_azure_chat_gpt_transformation.py
@@ -11,6 +11,7 @@ sys.path.insert(
 
 import litellm
 from litellm.litellm_core_utils.prompt_templates.common_utils import TOOL_RESULT_IMAGE_BOUNDARY
+from litellm.llms.azure.chat.gpt_5_transformation import AzureOpenAIGPT5Config
 from litellm.llms.azure.chat.gpt_transformation import AzureOpenAIConfig
 from litellm.utils import get_optional_params
 
@@ -195,3 +196,91 @@ def test_azure_gpt_5_takes_the_reasoning_path() -> None:
     assert "presence_penalty" not in mapped
     assert "logit_bias" not in mapped
     assert "reasoning_effort" in supported
+
+
+class TestAzureToolSchemaCombinatorFlattening:
+    """
+    Regression tests for LIT-6510: Azure's chat completions validator rejects
+    tool parameters carrying a top-level anyOf/oneOf/allOf for every model
+    family, so AzureOpenAIConfig.transform_request must flatten them.
+    """
+
+    @staticmethod
+    def _anyof_tool():
+        return {
+            "type": "function",
+            "function": {
+                "name": "automation_update",
+                "description": "Update an automation",
+                "parameters": {
+                    "type": "object",
+                    "anyOf": [
+                        {
+                            "properties": {"id": {"type": "string"}, "enabled": {"type": "boolean"}},
+                            "required": ["id", "enabled"],
+                        },
+                        {
+                            "properties": {"id": {"type": "string"}, "schedule": {"type": "string"}},
+                            "required": ["id", "schedule"],
+                        },
+                    ],
+                    "properties": {"id": {"type": "string"}},
+                    "required": ["id"],
+                },
+            },
+        }
+
+    def _transform(self, config, model, tools):
+        return config.transform_request(
+            model=model,
+            messages=[{"role": "user", "content": "hi"}],
+            optional_params={"tools": tools},
+            litellm_params={"custom_llm_provider": "azure"},
+            headers={},
+        )
+
+    def test_transform_request_flattens_top_level_anyof(self):
+        request = self._transform(AzureOpenAIConfig(), "gpt-4o", [self._anyof_tool()])
+        parameters = request["tools"][0]["function"]["parameters"]
+        assert "anyOf" not in parameters
+        assert parameters["type"] == "object"
+        assert set(parameters["properties"]) == {"id", "enabled", "schedule"}
+        assert parameters["required"] == ["id"]
+        assert request["tools"][0]["function"]["name"] == "automation_update"
+
+    def test_gpt5_config_flattens_via_shared_transform(self):
+        request = self._transform(AzureOpenAIGPT5Config(), "gpt-5.4-mini", [self._anyof_tool()])
+        parameters = request["tools"][0]["function"]["parameters"]
+        assert "anyOf" not in parameters
+        assert set(parameters["properties"]) == {"id", "enabled", "schedule"}
+
+    def test_caller_tool_dict_is_not_mutated(self):
+        tool = self._anyof_tool()
+        self._transform(AzureOpenAIConfig(), "gpt-4o", [tool])
+        assert tool == self._anyof_tool()
+
+    def test_clean_object_schema_passes_through_as_same_object(self):
+        tool = {
+            "type": "function",
+            "function": {
+                "name": "lookup",
+                "parameters": {"type": "object", "properties": {"id": {"type": "string"}}, "required": ["id"]},
+            },
+        }
+        request = self._transform(AzureOpenAIConfig(), "gpt-4o", [tool])
+        assert request["tools"][0] is tool
+
+    def test_non_dict_tool_entries_pass_through_unchanged(self):
+        request = self._transform(AzureOpenAIConfig(), "gpt-4o", ["not-a-tool"])
+        assert request["tools"] == ["not-a-tool"]
+
+    def test_request_without_tools_is_unchanged(self):
+        request = AzureOpenAIConfig().transform_request(
+            model="gpt-4o",
+            messages=[{"role": "user", "content": "hi"}],
+            optional_params={"temperature": 0.2},
+            litellm_params={"custom_llm_provider": "azure"},
+            headers={},
+        )
+        assert "tools" not in request
+        assert request["temperature"] == 0.2
diff --git a/tests/test_litellm/llms/azure/chat/test_azure_chat_o_series_transformation.py b/tests/test_litellm/llms/azure/chat/test_azure_chat_o_series_transformation.py
index fc7e94a77ba..202f81f1252 100644
--- a/tests/test_litellm/llms/azure/chat/test_azure_chat_o_series_transformation.py
+++ b/tests/test_litellm/llms/azure/chat/test_azure_chat_o_series_transformation.py
@@ -23,3 +23,48 @@ async def test_azure_chat_o_series_transformation():
     )
     print(response)
     assert response["model"] == "web-interface-o1-mini"
+
+
+def test_azure_o_series_transform_request_flattens_top_level_anyof():
+    """Regression test for LIT-6510: the o-series super() chain ends in
+    OpenAIGPTConfig, whose flatten gate skips provider 'azure', so
+    AzureOpenAIO1Config must flatten tool schema combinators itself."""
+    tool = {
+        "type": "function",
+        "function": {
+            "name": "automation_update",
+            "description": "Update an automation",
+            "parameters": {
+                "type": "object",
+                "anyOf": [
+                    {
+                        "properties": {"id": {"type": "string"}, "enabled": {"type": "boolean"}},
+                        "required": ["id", "enabled"],
+                    },
+                    {
+                        "properties": {"id": {"type": "string"}, "schedule": {"type": "string"}},
+                        "required": ["id", "schedule"],
+                    },
+                ],
+                "properties": {"id": {"type": "string"}},
+                "required": ["id"],
+            },
+        },
+    }
+    optional_params = {"tools": [tool]}
+
+    request = AzureOpenAIO1Config().transform_request(
+        model="o3-mini",
+        messages=[{"role": "user", "content": "hi"}],
+        optional_params=optional_params,
+        litellm_params={"custom_llm_provider": "azure"},
+        headers={},
+    )
+
+    parameters = request["tools"][0]["function"]["parameters"]
+    assert "anyOf" not in parameters
+    assert parameters["type"] == "object"
+    assert set(parameters["properties"]) == {"id", "enabled", "schedule"}
+    assert parameters["required"] == ["id"]
+    assert "anyOf" in tool["function"]["parameters"]
+    assert optional_params["tools"][0] is tool
diff --git a/tests/test_litellm/llms/azure_ai/chat/test_azure_ai_transformation.py b/tests/test_litellm/llms/azure_ai/chat/test_azure_ai_transformation.py
index 11a727c9635..33fbb4e8fc7 100644
--- a/tests/test_litellm/llms/azure_ai/chat/test_azure_ai_transformation.py
+++ b/tests/test_litellm/llms/azure_ai/chat/test_azure_ai_transformation.py
@@ -31,6 +31,46 @@ async def test_get_openai_compatible_provider_info():
     assert custom_llm_provider == "azure"
 
 
+@pytest.mark.parametrize(
+    "model, api_base, expected_provider",
+    [
+        ("azure_ai/gpt-4o", "https://my-resource.services.ai.azure.com", "azure_ai"),
+        ("azure_ai/gpt-4o", "https://my-resource.services.ai.azure.com/models", "azure_ai"),
+        ("azure_ai/gpt-5.4-nano", "https://my-resource.services.ai.azure.com", "azure_ai"),
+        ("azure_ai/gpt-4o", "https://my-resource.openai.azure.com", "azure"),
+        (
+            "azure_ai/gpt-4o",
+            "https://my-resource.services.ai.azure.com/openai/deployments/gpt-4o/chat/completions"
+            "?api-version=2024-08-01-preview",
+            "azure",
+        ),
+        ("azure_ai/mistral-large-latest", "https://my-resource.services.ai.azure.com", "azure_ai"),
+        ("azure_ai/mistral-large-latest", "https://my-resource.openai.azure.com", "azure_ai"),
+    ],
+)
+def test_foundry_base_keeps_azure_ai_provider(model: str, api_base: str, expected_provider: str):
+    """Regression for #38276: a Foundry .services.ai.azure.com base must not be reclassified as azure."""
+    config = AzureAIStudioConfig()
+    (
+        _,
+        _,
+        custom_llm_provider,
+    ) = config._get_openai_compatible_provider_info(
+        model=model,
+        api_base=api_base,
+        api_key="my-key",
+        custom_llm_provider="azure_ai",
+    )
+    assert custom_llm_provider == expected_provider
+
+
+def test_is_azure_openai_model_without_api_base_keeps_azure_ai():
+    """Metadata lookups (get_model_info, supports_* checks) carry no api_base and must not flip the provider."""
+    config = AzureAIStudioConfig()
+    assert config._is_azure_openai_model(model="azure_ai/gpt-4o", api_base=None) is False
+    assert config._is_azure_openai_model(model="azure_ai/gpt-4o", api_base="https://my-res.openai.azure.com") is True
+
+
 def test_azure_ai_validate_environment():
     config = AzureAIStudioConfig()
     headers = config.validate_environment(
diff --git a/tests/test_litellm/llms/azure_ai/claude/test_azure_anthropic_transformation.py b/tests/test_litellm/llms/azure_ai/claude/test_azure_anthropic_transformation.py
index 9dac914ca4d..9e2bfb08852 100644
--- a/tests/test_litellm/llms/azure_ai/claude/test_azure_anthropic_transformation.py
+++ b/tests/test_litellm/llms/azure_ai/claude/test_azure_anthropic_transformation.py
@@ -362,8 +362,8 @@ class TestAzureAnthropicConfig:
             )
         assert "xhigh" in str(exc_info.value)
 
-    def test_extra_body_promotion_does_not_clobber_top_level(self):
-        """Top-level ``optional_params`` wins over duplicates in ``extra_body``."""
+    def test_extra_body_promotion_overrides_mapped_top_level(self):
+        """The caller's ``extra_body`` wins over a mapped top-level duplicate, like the native ``anthropic`` passthrough."""
         config = AzureAnthropicConfig()
 
         messages = [{"role": "user", "content": "Hello"}]
@@ -383,7 +383,31 @@ class TestAzureAnthropicConfig:
             headers=headers,
         )
 
-        assert result["output_config"] == {"effort": "low"}
+        assert result["output_config"] == {"effort": "high"}
+
+    def test_legacy_thinking_upgrade_keeps_caller_effort_from_extra_body(self, local_model_cost_map):
+        config = AzureAnthropicConfig()
+
+        mapped = config.map_openai_params(
+            non_default_params={"thinking": {"type": "enabled", "budget_tokens": 1024}, "max_tokens": 100},
+            optional_params={},
+            model="claude-opus-4-8",
+            drop_params=False,
+        )
+        assert mapped["thinking"] == {"type": "adaptive"}
+        assert mapped["output_config"] == {"effort": "low"}
+
+        result = config.transform_request(
+            model="claude-opus-4-8",
+            messages=[{"role": "user", "content": "Hello"}],
+            optional_params={**mapped, "extra_body": {"output_config": {"effort": "high"}}},
+            litellm_params={"api_key": "test-key"},
+            headers={"api-key": "test-key", "anthropic-version": "2023-06-01"},
+        )
+
+        assert result["thinking"] == {"type": "adaptive"}
+        assert result["output_config"] == {"effort": "high"}
+        assert "extra_body" not in result
 
     def test_context_management_mixed_edits_beta_headers(self):
         """Test that context_management with both compact and other edits adds both beta headers"""
diff --git a/tests/test_litellm/llms/azure_ai/embed/test_azure_ai_embed_handler.py b/tests/test_litellm/llms/azure_ai/embed/test_azure_ai_embed_handler.py
new file mode 100644
index 00000000000..0401629171d
--- /dev/null
+++ b/tests/test_litellm/llms/azure_ai/embed/test_azure_ai_embed_handler.py
@@ -0,0 +1,69 @@
+import httpx
+import pytest
+import respx
+
+from litellm import embedding
+from litellm.llms.azure_ai.embed.handler import _foundry_models_route_base
+
+EMBEDDING_PAYLOAD = {
+    "object": "list",
+    "data": [{"object": "embedding", "embedding": [0.1, 0.2], "index": 0}],
+    "model": "text-embedding-3-small",
+    "usage": {"prompt_tokens": 2, "total_tokens": 2},
+}
+
+
+@pytest.mark.parametrize(
+    ("api_base", "expected"),
+    [
+        (
+            "https://my-foundry.services.ai.azure.com",
+            "https://my-foundry.services.ai.azure.com/models",
+        ),
+        (
+            "https://my-foundry.services.ai.azure.com/",
+            "https://my-foundry.services.ai.azure.com/models",
+        ),
+        (
+            "https://my-foundry.services.ai.azure.com?api-version=2024-05-01-preview",
+            "https://my-foundry.services.ai.azure.com/models?api-version=2024-05-01-preview",
+        ),
+        (
+            "https://my-foundry.services.ai.azure.com/models",
+            "https://my-foundry.services.ai.azure.com/models",
+        ),
+        (
+            "https://my-foundry.services.ai.azure.com/openai/deployments/text-embedding-3-small",
+            "https://my-foundry.services.ai.azure.com/openai/deployments/text-embedding-3-small",
+        ),
+        (
+            "https://my-resource.openai.azure.com",
+            "https://my-resource.openai.azure.com",
+        ),
+        (
+            "https://Mistral-serverless.eastus2.models.ai.azure.com",
+            "https://Mistral-serverless.eastus2.models.ai.azure.com",
+        ),
+        (None, None),
+    ],
+)
+def test_foundry_models_route_base(api_base, expected):
+    assert _foundry_models_route_base(api_base) == expected
+
+
+@respx.mock
+def test_azure_ai_embedding_calls_foundry_models_route():
+    route = respx.post("https://my-foundry.services.ai.azure.com/models/embeddings").mock(
+        return_value=httpx.Response(200, json=EMBEDDING_PAYLOAD)
+    )
+
+    response = embedding(
+        model="azure_ai/text-embedding-3-small",
+        input=["hello world"],
+        api_base="https://my-foundry.services.ai.azure.com",
+        api_key="fake-key",
+    )
+
+    assert route.called
+    assert response.data is not None
+    assert len(response.data) == 1
diff --git a/tests/test_litellm/llms/base_llm/files/test_azure_blob_storage_backend.py b/tests/test_litellm/llms/base_llm/files/test_azure_blob_storage_backend.py
index b924ea8f93f..222ead92b54 100644
--- a/tests/test_litellm/llms/base_llm/files/test_azure_blob_storage_backend.py
+++ b/tests/test_litellm/llms/base_llm/files/test_azure_blob_storage_backend.py
@@ -27,6 +27,20 @@ def mock_gov_env_vars(mock_env_vars, monkeypatch):
     monkeypatch.setenv("AZURE_STORAGE_ENDPOINT_SUFFIX", GOV_SUFFIX)
 
 
+@pytest.fixture
+def credential_chain_env_vars(monkeypatch):
+    monkeypatch.setenv("AZURE_STORAGE_ACCOUNT_NAME", "test-account")
+    monkeypatch.setenv("AZURE_STORAGE_FILE_SYSTEM", "test-container")
+    for name in (
+        "AZURE_STORAGE_TENANT_ID",
+        "AZURE_STORAGE_CLIENT_ID",
+        "AZURE_STORAGE_CLIENT_SECRET",
+        "AZURE_STORAGE_ACCOUNT_KEY",
+        "AZURE_STORAGE_ENDPOINT_SUFFIX",
+    ):
+        monkeypatch.delenv(name, raising=False)
+
+
 def _make_backend() -> AzureBlobStorageBackend:
     backend = AzureBlobStorageBackend()
     backend.azure_auth_token = "mock-azure-ad-token"
@@ -42,6 +56,29 @@ def _mock_upload_client() -> AsyncMock:
     return client
 
 
+@pytest.mark.asyncio
+async def test_upload_file_with_credential_chain(credential_chain_env_vars):
+    client = _mock_upload_client()
+    build_provider = MagicMock(return_value=lambda: "workload-identity-token")
+
+    with patch(  # test-quality-ok: the backend creates its REST client internally; assert the emitted authorization header
+        "litellm.llms.custom_httpx.http_handler.get_async_httpx_client", return_value=client
+    ):
+        backend = AzureBlobStorageBackend(build_credential_chain_token_provider=build_provider)
+        storage_url = await backend.upload_file(
+            file_content=b"hello",
+            filename="report.json",
+            content_type="application/json",
+            path_prefix="logs",
+            file_naming_strategy="original_filename",
+        )
+
+    build_provider.assert_called_once_with()
+    assert storage_url == "https://test-account.blob.core.windows.net/test-container/logs/report.json"
+    assert client.put.call_args[1]["headers"]["Authorization"] == "Bearer workload-identity-token"
+    assert client.patch.call_count == 2
+
+
 @pytest.mark.parametrize(
     "env_fixture, expected_suffix",
     [("mock_env_vars", "core.windows.net"), ("mock_gov_env_vars", GOV_SUFFIX)],
@@ -125,10 +162,7 @@ async def test_download_file_accepts_url_persisted_before_the_suffix_was_set(moc
         )
 
     assert content == b"file-bytes"
-    assert (
-        client.get.call_args[0][0]
-        == f"https://test-account.blob.{GOV_SUFFIX}/test-container/logs/report.json"
-    )
+    assert client.get.call_args[0][0] == f"https://test-account.blob.{GOV_SUFFIX}/test-container/logs/report.json"
 
 
 @pytest.mark.parametrize(
@@ -178,10 +212,51 @@ async def test_download_file_drops_query_string_from_the_stored_url(mock_env_var
             "https://test-account.blob.core.windows.net/test-container/logs/report.json?sig=redacted&se=2026"
         )
 
-    assert (
-        client.get.call_args[0][0]
-        == "https://test-account.blob.core.windows.net/test-container/logs/report.json"
-    )
+    assert client.get.call_args[0][0] == "https://test-account.blob.core.windows.net/test-container/logs/report.json"
+
+
+@pytest.mark.parametrize(
+    "malicious_filename",
+    [
+        "report.jsonl/../../etc/cron.d/evil",
+        "a.b/../../../root/.ssh/authorized_keys",
+    ],
+)
+@pytest.mark.parametrize("strategy", ["uuid", "timestamp"])
+@pytest.mark.asyncio
+async def test_generate_file_name_strips_path_traversal_from_extension(mock_env_vars, malicious_filename, strategy):
+    """
+    original_filename.split(".")[-1] does not parse path structure, so a filename whose
+    last "." is followed by a directory traversal sequence used to put that sequence
+    straight into the blob path built from this name. The mutant this pins is reverting
+    _safe_extension() back to that bare split.
+    """
+    backend = _make_backend()
+    generated = backend._generate_file_name(malicious_filename, strategy)
+    assert "/" not in generated
+    assert ".." not in generated
+
+
+@pytest.mark.asyncio
+async def test_generate_file_name_uuid_strategy_preserves_ordinary_extension(mock_env_vars):
+    backend = _make_backend()
+    generated = backend._generate_file_name("data.jsonl", "uuid")
+    assert generated.endswith(".jsonl")
+
+
+@pytest.mark.asyncio
+async def test_generate_file_name_original_filename_strategy_strips_directory_components(mock_env_vars):
+    """The blob name must never carry a directory the caller supplied, traversal or not."""
+    backend = _make_backend()
+    generated = backend._generate_file_name("../../etc/passwd", "original_filename")
+    assert generated == "passwd"
+
+
+@pytest.mark.asyncio
+async def test_generate_file_name_null_byte_filename_falls_back_to_safe_default(mock_env_vars):
+    backend = _make_backend()
+    generated = backend._generate_file_name("report.pdf\x00.exe", "uuid")
+    assert "\x00" not in generated
 
 
 @pytest.mark.parametrize(
diff --git a/tests/test_litellm/llms/bedrock/chat/invoke_transformations/test_bedrock_chat_invoke_transformations_anthropic_claude3_transformation.py b/tests/test_litellm/llms/bedrock/chat/invoke_transformations/test_bedrock_chat_invoke_transformations_anthropic_claude3_transformation.py
index 41d82e4f960..0d7573a2536 100644
--- a/tests/test_litellm/llms/bedrock/chat/invoke_transformations/test_bedrock_chat_invoke_transformations_anthropic_claude3_transformation.py
+++ b/tests/test_litellm/llms/bedrock/chat/invoke_transformations/test_bedrock_chat_invoke_transformations_anthropic_claude3_transformation.py
@@ -671,3 +671,46 @@ def test_bedrock_chat_invoke_fable_5_1_response_format_avoids_forced_tool_choice
     assert "output_format" not in result
     assert "tools" in result
     assert "tool_choice" not in result
+
+
+@pytest.mark.parametrize("model", ["us.anthropic.claude-sonnet-5", "us.anthropic.claude-fable-5-1"])
+def test_bedrock_chat_invoke_tool_based_response_format_still_upgrades_legacy_thinking(local_model_cost_map, model):
+    result = AmazonAnthropicClaudeConfig().map_openai_params(
+        non_default_params={
+            "response_format": {
+                "type": "json_schema",
+                "json_schema": {
+                    "name": "test_schema",
+                    "schema": {"type": "object", "properties": {"result": {"type": "string"}}},
+                },
+            },
+            "thinking": {"type": "enabled", "budget_tokens": 4096},
+            "max_tokens": 8192,
+        },
+        optional_params={},
+        model=model,
+        drop_params=False,
+    )
+
+    assert "tools" in result
+    assert result["thinking"] == {"type": "adaptive"}
+    assert result["output_config"] == {"effort": "high"}
+
+
+def test_bedrock_chat_invoke_response_format_stub_still_upgrades_legacy_thinking(local_model_cost_map):
+    """Regression: the tool-based ``response_format`` path swaps in a Claude 3 stub
+    model before the shared Anthropic mapping, which hid the adaptive-only model
+    from the legacy ``thinking`` upgrade and left ``type=enabled`` on the wire."""
+    result = AmazonAnthropicClaudeConfig().map_openai_params(
+        non_default_params={
+            "response_format": {"type": "json_object"},
+            "thinking": {"type": "enabled", "budget_tokens": 4096},
+            "max_tokens": 8192,
+        },
+        optional_params={},
+        model="us.anthropic.claude-fable-5-1",
+        drop_params=False,
+    )
+
+    assert result["thinking"] == {"type": "adaptive"}
+    assert result["output_config"] == {"effort": "high"}
diff --git a/tests/test_litellm/llms/bedrock/chat/test_bedrock_converse_handler.py b/tests/test_litellm/llms/bedrock/chat/test_bedrock_converse_handler.py
index 8e67a7e3438..21e3239f623 100644
--- a/tests/test_litellm/llms/bedrock/chat/test_bedrock_converse_handler.py
+++ b/tests/test_litellm/llms/bedrock/chat/test_bedrock_converse_handler.py
@@ -96,10 +96,8 @@ def _completion_kwargs(**overrides):
     return kwargs
 
 
-def _run(**overrides):
-    with patch.object(
-        BedrockConverseLLM, "get_credentials", return_value=RESOLVED_CREDENTIALS
-    ):
+def _run(*, credentials: Credentials | None = RESOLVED_CREDENTIALS, **overrides):
+    with patch.object(BedrockConverseLLM, "get_credentials", return_value=credentials):
         return BedrockConverseLLM().completion(**_completion_kwargs(**overrides))
 
 
@@ -360,7 +358,7 @@ async def test_async_completion_logs_pre_call_by_default():
 
 def _sync_client_returning_converse_response():
     client = MagicMock()
-    client.post = lambda **_kwargs: httpx.Response(
+    client.post.side_effect = lambda **_kwargs: httpx.Response(
         200,
         json=CONVERSE_RESPONSE,
         request=httpx.Request("POST", "https://bedrock-runtime.us-west-2.amazonaws.com"),
@@ -487,3 +485,31 @@ def test_post_call_is_not_logged_twice_when_the_sync_rust_call_declines():
     assert response.choices[0].message.content == "hi"
     assert len(calls["post_call"]) == 1
     assert "hi" in calls["post_call"][0]["original_response"]
+
+
+def test_bearer_token_auth_serves_when_boto3_resolves_no_sigv4_credentials(monkeypatch):
+    """With only `AWS_BEARER_TOKEN_BEDROCK` configured boto3 resolves no
+    credentials at all. Preparing the Rust handoff must not dereference that
+    None: the bearer token signs the request on its own."""
+    monkeypatch.setenv("AWS_BEARER_TOKEN_BEDROCK", "bedrock-bearer-token")
+    client = _sync_client_returning_converse_response()
+
+    response = _run(credentials=None, litellm_params={}, client=client)
+
+    assert response.choices[0].message.content == "hi"
+    sent_headers = client.post.call_args.kwargs["headers"]
+    assert sent_headers["Authorization"] == "Bearer bedrock-bearer-token"
+
+
+def test_the_rust_opt_in_needs_no_sigv4_principal():
+    """The core resolves the bearer token itself, so a bearer-only deployment
+    keeps its opt-in and the gate sees no aws_* credential keys to sign with."""
+    seen = _inject()
+
+    response = _run(credentials=None, api_key="bedrock-bearer-token")
+
+    assert response.choices[0].message.content == "hello from rust"
+    params = seen["call"][0]["optional_params"]
+    assert not {"aws_access_key_id", "aws_secret_access_key", "aws_session_token"} & params.keys()
+    assert params["aws_region_name"] == "us-east-1"
+    assert seen["call"][0]["api_key"] == "bedrock-bearer-token"
diff --git a/tests/test_litellm/llms/bedrock/chat/test_converse_transformation.py b/tests/test_litellm/llms/bedrock/chat/test_converse_transformation.py
index 4f53d3481de..cb05cdb9451 100644
--- a/tests/test_litellm/llms/bedrock/chat/test_converse_transformation.py
+++ b/tests/test_litellm/llms/bedrock/chat/test_converse_transformation.py
@@ -979,6 +979,34 @@ def test_config_blocks_do_not_leak_into_inference_config():
     assert data["serviceTier"] == {"type": "priority"}
 
 
+@pytest.mark.parametrize(
+    "model",
+    [
+        "anthropic.claude-opus-4-8",
+        "us.anthropic.claude-opus-4-8",
+        "amazon.nova-pro-v1:0",
+        "us.meta.llama4-maverick-17b-instruct-v1:0",
+        "arn:aws:bedrock:us-east-1:123456789012:application-inference-profile/abcdef123456",
+        "arn:aws:bedrock:us-east-1:123456789012:inference-profile/us.amazon.nova-pro-v1:0",
+    ],
+)
+def test_client_metadata_stripped_from_converse_request(model):
+    data = AmazonConverseConfig()._transform_request_helper(
+        model=model,
+        system_content_blocks=[],
+        optional_params={
+            "maxTokens": 16,
+            "anthropic_beta": ["computer-use-2025-01-24"],
+            "client_metadata": {"originator": "codex_cli_rs"},
+        },
+        messages=None,
+    )
+
+    fields = data["additionalModelRequestFields"]
+    assert "client_metadata" not in fields
+    assert fields["anthropic_beta"] == ["computer-use-2025-01-24"]
+
+
 def test_parallel_tool_calls_config_kept_for_sonnet_5(monkeypatch):
     old_env = os.environ.get("LITELLM_LOCAL_MODEL_COST_MAP")
     old_cost = litellm.model_cost
@@ -5248,6 +5276,84 @@ def test_cache_control_injection_tool_config_drops_ttl_for_unsupported_model():
     assert tools[-1] == {"cachePoint": {"type": "default"}}
 
 
+@pytest.mark.parametrize(
+    ("model", "expects_cache_points"),
+    [
+        pytest.param("nvidia.nemotron-super-3-120b", False, id="mapped-model-without-prompt-caching"),
+        pytest.param("us.nvidia.nemotron-super-3-120b", False, id="regional-prefix-resolves-through-base-model"),
+        pytest.param(
+            "us.anthropic.claude-3-5-sonnet-20240620-v1:0", False, id="claude-named-but-not-caching-on-bedrock"
+        ),
+        pytest.param("us.anthropic.claude-sonnet-4-5-20250929-v1:0", True, id="mapped-model-with-prompt-caching"),
+        pytest.param(
+            "arn:aws:bedrock:us-east-1:123456789012:application-inference-profile/abc123",
+            True,
+            id="unmapped-arn-keeps-emitting",
+        ),
+    ],
+)
+def test_cache_points_emitted_only_for_models_that_support_prompt_caching(model, expects_cache_points, monkeypatch):
+    """Bedrock rejects cachePoint blocks for models without prompt caching support
+    ("You invoked an unsupported model or your request did not allow prompt caching"),
+    and clients like Claude Code attach cache_control to every request, so a map-known
+    model without the capability must not receive them. Unmapped ids (application
+    inference profile ARNs, models newer than the map) keep emitting so existing
+    caching setups never silently degrade."""
+    monkeypatch.setenv("LITELLM_LOCAL_MODEL_COST_MAP", "True")
+    monkeypatch.setattr(litellm, "model_cost", litellm.get_model_cost_map(url=""))
+
+    body = AmazonConverseConfig().transform_request(
+        model=model,
+        messages=[
+            {"role": "system", "content": [{"type": "text", "text": "sys", "cache_control": {"type": "ephemeral"}}]},
+            {"role": "user", "content": [{"type": "text", "text": "hi", "cache_control": {"type": "ephemeral"}}]},
+        ],
+        optional_params={},
+        litellm_params={},
+        headers={},
+    )
+
+    assert ("cachePoint" in json.dumps(body)) is expects_cache_points
+    assert body["system"][0]["text"] == "sys"
+    assert body["messages"][0]["content"][0]["text"] == "hi"
+
+
+def test_tool_config_cachepoint_not_placed_or_credited_for_model_without_prompt_caching(monkeypatch):
+    """The tool_config injection point must stand down with the rest of the cachePoint
+    emission when the model cannot cache, and spend attribution must not credit the
+    gateway for a breakpoint that was never placed."""
+    monkeypatch.setenv("LITELLM_LOCAL_MODEL_COST_MAP", "True")
+    monkeypatch.setattr(litellm, "model_cost", litellm.get_model_cost_map(url=""))
+
+    bucket: dict = {"user_api_key": "sk-test"}
+    data = AmazonConverseConfig()._transform_request_helper(
+        model="nvidia.nemotron-super-3-120b",
+        system_content_blocks=[],
+        optional_params={
+            "tools": [
+                {
+                    "type": "function",
+                    "function": {
+                        "name": "get_weather",
+                        "description": "Get weather",
+                        "parameters": {
+                            "type": "object",
+                            "properties": {"location": {"type": "string"}},
+                            "required": ["location"],
+                        },
+                    },
+                }
+            ],
+            "cache_control_injection_points": [{"location": "tool_config"}],
+        },
+        messages=[{"role": "user", "content": "hi"}],
+        litellm_params={"metadata": bucket, "litellm_metadata": None, "model_info": {"id": "dep-bedrock"}},
+    )
+
+    assert "cachePoint" not in json.dumps(data.get("toolConfig", {}))
+    assert "litellm_gateway_injected_cache" not in bucket
+
+
 def test_translate_response_format_json_schema_still_injects_tool():
     """
     response_format with an explicit json_schema should still use the
@@ -6211,7 +6317,7 @@ def test_message_level_cache_control_drops_ttl_for_unsupported_model(ttl_target)
 
     result = _bedrock_converse_messages_pt(
         messages=_agentic_messages_with_ttl(ttl_target),
-        model="anthropic.claude-3-5-sonnet-20240620-v1:0",
+        model="anthropic.claude-3-5-sonnet-20241022-v2:0",
         llm_provider="bedrock_converse",
     )
 
@@ -6269,6 +6375,82 @@ def test_adaptive_thinking_passes_through_on_46_plus_converse(model):
     assert optional_params.get("thinking") == {"type": "adaptive"}
 
 
+@pytest.mark.parametrize(
+    "model,budget_tokens,expected_effort",
+    [
+        ("anthropic.claude-opus-4-8", 4096, "high"),
+        ("us.anthropic.claude-opus-4-8", 2000, "low"),
+        ("global.anthropic.claude-opus-4-8", 12000, "xhigh"),
+        ("us.anthropic.claude-opus-4-7", 3000, "medium"),
+        ("anthropic.claude-fable-5", 4096, "high"),
+    ],
+)
+def test_legacy_thinking_translated_to_adaptive_on_adaptive_only_converse(model, budget_tokens, expected_effort):
+    """Adaptive-only models (4.7+, 5 families) reject thinking={type: enabled}
+    with a 400 on Bedrock Converse, so the legacy shape from callers like Claude
+    Code must be upgraded to thinking={type: adaptive} + output_config.effort
+    derived from budget_tokens, matching the /v1/messages passthrough."""
+    config = AmazonConverseConfig()
+
+    optional_params = config.map_openai_params(
+        non_default_params={"thinking": {"type": "enabled", "budget_tokens": budget_tokens}, "max_tokens": 64000},
+        optional_params={},
+        model=model,
+        drop_params=False,
+    )
+    request = config.transform_request(
+        model=model,
+        messages=[{"role": "user", "content": "hi"}],
+        optional_params=optional_params,
+        litellm_params={},
+        headers={},
+    )
+
+    assert request["additionalModelRequestFields"]["thinking"] == {"type": "adaptive"}
+    assert request["additionalModelRequestFields"]["output_config"] == {"effort": expected_effort}
+
+
+def test_legacy_thinking_translation_keeps_caller_output_config_effort_converse():
+    config = AmazonConverseConfig()
+
+    optional_params = config.map_openai_params(
+        non_default_params={
+            "output_config": {"effort": "low"},
+            "thinking": {"type": "enabled", "budget_tokens": 12000},
+            "max_tokens": 64000,
+        },
+        optional_params={},
+        model="anthropic.claude-opus-4-8",
+        drop_params=False,
+    )
+
+    assert optional_params["thinking"] == {"type": "adaptive"}
+    assert optional_params["output_config"] == {"effort": "low"}
+
+
+@pytest.mark.parametrize(
+    "model",
+    [
+        "us.anthropic.claude-opus-4-6",
+        "anthropic.claude-3-5-sonnet-20241022-v2:0",
+    ],
+)
+def test_legacy_thinking_forwarded_verbatim_when_model_accepts_it_converse(model):
+    """The 4.6 family and pre-adaptive models accept thinking={type: enabled}
+    natively, so the caller's budget_tokens cap must keep applying."""
+    config = AmazonConverseConfig()
+
+    optional_params = config.map_openai_params(
+        non_default_params={"thinking": {"type": "enabled", "budget_tokens": 4096}, "max_tokens": 8192},
+        optional_params={},
+        model=model,
+        drop_params=False,
+    )
+
+    assert optional_params["thinking"] == {"type": "enabled", "budget_tokens": 4096}
+    assert "output_config" not in optional_params
+
+
 def test_adaptive_thinking_dropped_when_max_tokens_too_small_converse():
     """When max_tokens can't fit even the minimum thinking budget, the raw
     adaptive block must be dropped entirely rather than translated, so the
diff --git a/tests/test_litellm/llms/bedrock/test_base_aws_llm.py b/tests/test_litellm/llms/bedrock/test_base_aws_llm.py
index 7d07ac947b1..f854d806bdc 100644
--- a/tests/test_litellm/llms/bedrock/test_base_aws_llm.py
+++ b/tests/test_litellm/llms/bedrock/test_base_aws_llm.py
@@ -15,6 +15,7 @@ from unittest.mock import MagicMock, patch
 from botocore.awsrequest import AWSPreparedRequest, AWSRequest
 from botocore.auth import SigV4Auth
 from botocore.credentials import Credentials
+from botocore.exceptions import NoCredentialsError
 
 import litellm
 from litellm.llms.bedrock.base_aws_llm import (
@@ -801,6 +802,23 @@ def test_get_request_headers_with_sigv4():
         assert result == mock_request.prepare.return_value
 
 
+def test_get_request_headers_without_credentials_or_bearer_token_raises_no_credentials():
+    """Bearer-token auth needs no SigV4 principal, so `credentials` may be None.
+    Reaching the SigV4 branch with neither must fail the way botocore always
+    has instead of signing with a missing principal."""
+    llm = BaseAWSLLM()
+
+    with patch.dict(os.environ, {}, clear=True), pytest.raises(NoCredentialsError):
+        llm.get_request_headers(
+            credentials=None,
+            aws_region_name="us-west-2",
+            extra_headers=None,
+            endpoint_url="https://api.example.com",
+            data='{"prompt": "test"}',
+            headers={"Content-Type": "application/json"},
+        )
+
+
 def test_sigv4_matches_rust_golden_vector():
     request = AWSRequest(
         method="POST",
diff --git a/tests/test_litellm/llms/bedrock/test_mantle.py b/tests/test_litellm/llms/bedrock/test_mantle.py
index d34517f61f6..09be2118001 100644
--- a/tests/test_litellm/llms/bedrock/test_mantle.py
+++ b/tests/test_litellm/llms/bedrock/test_mantle.py
@@ -128,6 +128,12 @@ def test_mantle_messages_url_construction():
 _VPC_ENDPOINT = "https://vpce-0a1b2c3d.bedrock-mantle.us-gov-west-1.vpce.amazonaws.com"
 
 
+@pytest.fixture(autouse=True)
+def no_ambient_mantle_api_base(monkeypatch):
+    monkeypatch.delenv("BEDROCK_MANTLE_API_BASE", raising=False)
+
+
+
 def test_mantle_chat_url_honors_api_base_host():
     config = AmazonMantleConfig()
     url = config.get_complete_url(
@@ -193,6 +199,48 @@ def test_mantle_messages_url_honors_aws_bedrock_runtime_endpoint():
     assert url == f"{_VPC_ENDPOINT}/anthropic/v1/messages"
 
 
+_ENV_ENDPOINT = "https://bedrock-mantle.us-east-1.api.aws.internal.example.com"
+
+
+@pytest.mark.parametrize("config_cls", [AmazonMantleConfig, AmazonMantleMessagesConfig])
+@pytest.mark.parametrize(
+    "env_value",
+    [_ENV_ENDPOINT, f"{_ENV_ENDPOINT}/", f"{_ENV_ENDPOINT}/v1", f"{_ENV_ENDPOINT}/openai/v1"],
+)
+def test_mantle_url_honors_bedrock_mantle_api_base_env(monkeypatch, config_cls, env_value):
+    monkeypatch.setenv("BEDROCK_MANTLE_API_BASE", env_value)
+    url = config_cls().get_complete_url(
+        api_base=None,
+        api_key=None,
+        model="mantle/anthropic.claude-mythos-preview",
+        optional_params={"aws_region_name": "us-east-1"},
+        litellm_params={},
+    )
+    assert url == f"{_ENV_ENDPOINT}/anthropic/v1/messages"
+
+
+@pytest.mark.parametrize("config_cls", [AmazonMantleConfig, AmazonMantleMessagesConfig])
+@pytest.mark.parametrize(
+    ("api_base", "optional_params"),
+    [
+        (_VPC_ENDPOINT, {"aws_region_name": "us-gov-west-1"}),
+        (None, {"aws_region_name": "us-gov-west-1", "aws_bedrock_runtime_endpoint": _VPC_ENDPOINT}),
+    ],
+)
+def test_mantle_url_explicit_endpoint_beats_bedrock_mantle_api_base_env(
+    monkeypatch, config_cls, api_base, optional_params
+):
+    monkeypatch.setenv("BEDROCK_MANTLE_API_BASE", _ENV_ENDPOINT)
+    url = config_cls().get_complete_url(
+        api_base=api_base,
+        api_key=None,
+        model="mantle/anthropic.claude-mythos-preview",
+        optional_params=optional_params,
+        litellm_params={},
+    )
+    assert url == f"{_VPC_ENDPOINT}/anthropic/v1/messages"
+
+
 def test_mantle_transform_request_strips_prefix_and_adds_model():
     config = AmazonMantleConfig()
     request = config.transform_request(
diff --git a/tests/test_litellm/llms/bedrock_mantle/test_bedrock_mantle_responses_transformation.py b/tests/test_litellm/llms/bedrock_mantle/test_bedrock_mantle_responses_transformation.py
index 0033f4467bb..e8496eca4e5 100644
--- a/tests/test_litellm/llms/bedrock_mantle/test_bedrock_mantle_responses_transformation.py
+++ b/tests/test_litellm/llms/bedrock_mantle/test_bedrock_mantle_responses_transformation.py
@@ -332,7 +332,7 @@ class TestBedrockMantleResponsesTools:
         params = cfg.map_openai_params(
             response_api_optional_params={
                 "tools": [
-                    {"type": "web_search"},
+                    {"type": "file_search", "vector_store_ids": ["vs_123"]},
                     {"type": "function", "name": "exec_command"},
                 ]
             },
@@ -344,7 +344,7 @@ class TestBedrockMantleResponsesTools:
     def test_map_openai_params_removes_tools_when_all_unsupported(self):
         cfg = BedrockMantleResponsesAPIConfig()
         params = cfg.map_openai_params(
-            response_api_optional_params={"tools": [{"type": "web_search"}]},
+            response_api_optional_params={"tools": [{"type": "file_search", "vector_store_ids": ["vs_123"]}]},
             model="openai.gpt-5.5",
             drop_params=False,
         )
@@ -358,12 +358,95 @@ class TestBedrockMantleResponsesTools:
             "litellm.llms.bedrock_mantle.responses.transformation.verbose_logger.warning"
         ) as mock_warning:
             cfg.map_openai_params(
-                response_api_optional_params={"tools": [{"type": "web_search"}]},
+                response_api_optional_params={"tools": [{"type": "file_search", "vector_store_ids": ["vs_123"]}]},
                 model="openai.gpt-5.5",
                 drop_params=False,
             )
         assert mock_warning.call_count == 1
-        assert "web_search" in str(mock_warning.call_args)
+        assert "file_search" in str(mock_warning.call_args)
+
+
+class TestBedrockMantleResponsesWebSearch:
+    """Web Search on Amazon Bedrock is a server-side built-in tool that Mantle runs
+    itself when the caller passes {"type": "web_search"} on the Responses path, so
+    the config must forward the tool and its options untouched instead of filtering
+    it out and returning an ungrounded answer."""
+
+    _WEB_SEARCH_TOOL = {"type": "web_search", "external_web_access": False}
+
+    def test_web_search_survives_map_openai_params_with_its_options(self):
+        cfg = BedrockMantleResponsesAPIConfig()
+        params = cfg.map_openai_params(
+            response_api_optional_params={"tools": [self._WEB_SEARCH_TOOL]},
+            model="openai.gpt-5.6-sol",
+            drop_params=False,
+        )
+        assert params["tools"] == [self._WEB_SEARCH_TOOL]
+
+    def test_web_search_reaches_outbound_body_alongside_function_tools(self):
+        cfg = BedrockMantleResponsesAPIConfig()
+        function_tool = {"type": "function", "name": "exec_command"}
+        params = cfg.map_openai_params(
+            response_api_optional_params={"tools": [self._WEB_SEARCH_TOOL, function_tool]},
+            model="openai.gpt-5.6-sol",
+            drop_params=False,
+        )
+        body = cfg.transform_responses_api_request(
+            model="openai.gpt-5.6-sol",
+            input="What did AWS announce today?",
+            response_api_optional_request_params=params,
+            litellm_params=GenericLiteLLMParams(),
+            headers={},
+        )
+        assert body["tools"] == [self._WEB_SEARCH_TOOL, function_tool]
+
+    def test_web_search_is_not_logged_as_dropped(self, caplog):
+        cfg = BedrockMantleResponsesAPIConfig()
+
+        def drop_warnings() -> list[str]:
+            return [r.getMessage() for r in caplog.records if "dropping unsupported tool type" in r.getMessage()]
+
+        with caplog.at_level(logging.WARNING, logger="LiteLLM"):
+            cfg.map_openai_params(
+                response_api_optional_params={"tools": [{"type": "file_search"}]},
+                model="openai.gpt-5.6-sol",
+                drop_params=False,
+            )
+            assert len(drop_warnings()) == 1
+            caplog.clear()
+            cfg.map_openai_params(
+                response_api_optional_params={"tools": [self._WEB_SEARCH_TOOL]},
+                model="openai.gpt-5.6-sol",
+                drop_params=False,
+            )
+        assert drop_warnings() == []
+
+    def test_hoisted_web_search_tool_survives(self):
+        cfg = BedrockMantleResponsesAPIConfig()
+        body = cfg.transform_responses_api_request(
+            model="openai.gpt-5.6-sol",
+            input=[
+                {"type": "additional_tools", "role": "developer", "tools": [self._WEB_SEARCH_TOOL]},
+                {"type": "message", "role": "user", "content": [{"type": "input_text", "text": "hi"}]},
+            ],
+            response_api_optional_request_params={},
+            litellm_params=GenericLiteLLMParams(),
+            headers={},
+        )
+        assert body["tools"] == [self._WEB_SEARCH_TOOL]
+
+    @pytest.mark.parametrize(
+        "model",
+        [
+            "bedrock_mantle/openai.gpt-5.6-sol",
+            "bedrock_mantle/openai.gpt-5.6-terra",
+            "bedrock_mantle/openai.gpt-5.6-luna",
+            "bedrock_mantle/openai.gpt-5.5",
+            "bedrock_mantle/openai.gpt-5.4",
+        ],
+    )
+    def test_cost_map_advertises_web_search_support(self, model):
+        assert litellm.supports_web_search(model=model) is True
 
 
 def _codex_exec_tool():
@@ -551,7 +634,7 @@ class TestBedrockMantleCodexAdditionalTools:
                     "type": "additional_tools",
                     "role": "developer",
                     "tools": [
-                        {"type": "web_search"},
+                        {"type": "file_search", "vector_store_ids": ["vs_123"]},
                         {"type": "function", "name": "wait"},
                     ],
                 },
@@ -563,7 +646,11 @@ class TestBedrockMantleCodexAdditionalTools:
     def test_item_stripped_even_when_no_hoisted_tool_survives(self):
         body = self._transform(
             input=[
-                {"type": "additional_tools", "role": "developer", "tools": [{"type": "web_search"}]},
+                {
+                    "type": "additional_tools",
+                    "role": "developer",
+                    "tools": [{"type": "file_search", "vector_store_ids": ["vs_123"]}],
+                },
                 self._USER_MESSAGE,
             ]
         )
diff --git a/tests/test_litellm/llms/bedrock_mantle/test_bedrock_mantle_transformation.py b/tests/test_litellm/llms/bedrock_mantle/test_bedrock_mantle_transformation.py
index cd775abf136..56b111f294e 100644
--- a/tests/test_litellm/llms/bedrock_mantle/test_bedrock_mantle_transformation.py
+++ b/tests/test_litellm/llms/bedrock_mantle/test_bedrock_mantle_transformation.py
@@ -486,6 +486,71 @@ class TestBedrockMantleChatAuth:
         assert "/us-east-2/bedrock/aws4_request" in authorization
         assert requests[0]["url"].startswith("https://bedrock-mantle.us-east-2.api.aws")
 
+    def test_completion_per_request_role_reaches_signer_and_not_the_body(self, monkeypatch):
+        from unittest.mock import MagicMock, Mock
+
+        from botocore.credentials import Credentials
+
+        from litellm.llms.bedrock.base_aws_llm import BaseAWSLLM
+        from litellm.llms.custom_httpx.http_handler import HTTPHandler
+        from litellm.llms.custom_httpx.llm_http_handler import BaseLLMHTTPHandler
+        from litellm.types.utils import ModelResponse
+
+        for var in ("BEDROCK_MANTLE_API_KEY", "AWS_BEARER_TOKEN_BEDROCK", "BEDROCK_MANTLE_API_BASE"):
+            monkeypatch.delenv(var, raising=False)
+
+        signer = BaseAWSLLM()
+        signer.get_credentials = MagicMock(
+            return_value=Credentials(
+                access_key="ASIAEXAMPLE",
+                secret_key="YXNzdW1lZC1yb2xlLXNlY3JldC1hc3N1bWVk",
+                token="assumed-session-token",
+            )
+        )
+        url = "https://bedrock-mantle.us-east-1.api.aws/openai/v1/chat/completions"
+        client = HTTPHandler(client=httpx.Client())
+        client.post = Mock(
+            return_value=httpx.Response(
+                status_code=200,
+                json={
+                    "id": "chatcmpl-test",
+                    "object": "chat.completion",
+                    "created": 1733529600,
+                    "model": "google.gemma-4-31b",
+                    "choices": [{"index": 0, "message": {"role": "assistant", "content": "ok"}, "finish_reason": "stop"}],
+                    "usage": {"prompt_tokens": 1, "completion_tokens": 1, "total_tokens": 2},
+                },
+                request=httpx.Request("POST", url),
+            )
+        )
+
+        BaseLLMHTTPHandler().completion(
+            model="google.gemma-4-31b",
+            messages=[{"role": "user", "content": "hello"}],
+            api_base=None,
+            custom_llm_provider="bedrock_mantle",
+            model_response=ModelResponse(),
+            encoding=None,
+            logging_obj=Mock(),
+            optional_params={},
+            timeout=10,
+            litellm_params={
+                "aws_role_name": "arn:aws:iam::000000000000:role/attributed-role",
+                "aws_session_name": "user-123",
+                "aws_region_name": "us-east-1",
+            },
+            acompletion=False,
+            client=client,
+            provider_config=BedrockMantleChatConfig(aws_signer=signer),
+        )
+
+        credential_kwargs = signer.get_credentials.call_args.kwargs
+        assert credential_kwargs["aws_role_name"] == "arn:aws:iam::000000000000:role/attributed-role"
+        assert credential_kwargs["aws_session_name"] == "user-123"
+        sent = client.post.call_args.kwargs
+        assert sent["headers"]["Authorization"].startswith("AWS4-HMAC-SHA256")
+        assert not [key for key in json.loads(sent["data"]) if key.startswith("aws_")]
+
 
 class TestBedrockMantleProjectHeader:
     def test_validate_environment_sets_openai_project_header(self):
diff --git a/tests/test_litellm/llms/custom_httpx/test_aiohttp_transport.py b/tests/test_litellm/llms/custom_httpx/test_aiohttp_transport.py
index 4c92c52d556..7509e35e3f7 100644
--- a/tests/test_litellm/llms/custom_httpx/test_aiohttp_transport.py
+++ b/tests/test_litellm/llms/custom_httpx/test_aiohttp_transport.py
@@ -1,7 +1,11 @@
 import asyncio
 import concurrent.futures
+import socket
+import sys
+from typing import Final
 
 import aiohttp
+import aiohttp.abc
 import aiohttp.client_exceptions
 import aiohttp.http_exceptions
 import httpx
@@ -1140,3 +1144,55 @@ async def test_stopped_loop_session_disposed_synchronously_on_recycle():
     finally:
         await new_session.close()
         result["loop"].close()
+
+
+class _CancellingResolver(aiohttp.abc.AbstractResolver):
+    """Cancels the given task (or, by default, aiohttp's shielded DNS child task) mid-lookup."""
+
+    def __init__(self, task_to_cancel: "asyncio.Task[object] | None" = None):
+        self._task_to_cancel: Final = task_to_cancel
+
+    async def resolve(
+        self, host: str, port: int = 0, family: socket.AddressFamily = socket.AF_INET
+    ) -> list[aiohttp.abc.ResolveResult]:
+        target: Final = self._task_to_cancel or asyncio.current_task()
+        assert target is not None
+        target.cancel()
+        await asyncio.sleep(0)
+        raise OSError("resolver finished after the task was cancelled")
+
+    async def close(self) -> None:
+        return None
+
+
+@pytest.mark.asyncio
+@pytest.mark.skipif(
+    sys.version_info < (3, 11), reason="Task.cancelling() is needed to tell the two cancellations apart"
+)
+async def test_internal_dns_cancellation_maps_to_connect_error():
+    """A CancelledError the request task never asked for must surface as a mapped httpx transport error."""
+    session = aiohttp.ClientSession(connector=aiohttp.TCPConnector(resolver=_CancellingResolver()))
+    transport = LiteLLMAiohttpTransport(client=session)
+    try:
+        with pytest.raises(httpx.ConnectError):
+            await transport.handle_async_request(httpx.Request("GET", "http://example.invalid/"))
+        current = asyncio.current_task()
+        assert current is not None and current.cancelling() == 0
+    finally:
+        await transport.aclose()
+
+
+@pytest.mark.asyncio
+async def test_genuine_request_cancellation_still_propagates():
+    """Cancelling the request task itself (client disconnect, shutdown) must still propagate unmapped."""
+    current = asyncio.current_task()
+    assert current is not None
+    session = aiohttp.ClientSession(connector=aiohttp.TCPConnector(resolver=_CancellingResolver(current)))
+    transport = LiteLLMAiohttpTransport(client=session)
+    try:
+        with pytest.raises(asyncio.CancelledError):
+            await transport.handle_async_request(httpx.Request("GET", "http://example.invalid/"))
+    finally:
+        if sys.version_info >= (3, 11):
+            current.uncancel()
+        await transport.aclose()
diff --git a/tests/test_litellm/llms/custom_httpx/test_http_handler.py b/tests/test_litellm/llms/custom_httpx/test_http_handler.py
index 16d57437043..9e64bfafa54 100644
--- a/tests/test_litellm/llms/custom_httpx/test_http_handler.py
+++ b/tests/test_litellm/llms/custom_httpx/test_http_handler.py
@@ -1314,3 +1314,236 @@ async def test_finalizer_on_live_loop_disposes_foreign_loop_session_without_sche
 
     assert AsyncHTTPHandler._finalizer_close_tasks == baseline_tasks
     assert session.closed
+
+
+@pytest.fixture
+def forward_proxy_server():
+    """Plain HTTP forward proxy that records the absolute URIs it is asked to fetch."""
+    from http.server import BaseHTTPRequestHandler, HTTPServer
+    from socketserver import ThreadingMixIn
+
+    seen_uris: list[str] = []
+
+    class RecordingProxyHandler(BaseHTTPRequestHandler):
+        protocol_version = "HTTP/1.1"
+
+        def do_GET(self):
+            seen_uris.append(self.path)
+            self.send_response(200)
+            self.send_header("Content-Length", "9")
+            self.end_headers()
+            self.wfile.write(b"via-proxy")
+
+        def log_message(self, format, *args):
+            pass
+
+    class ThreadedServer(ThreadingMixIn, HTTPServer):
+        daemon_threads = True
+
+    server = ThreadedServer(("127.0.0.1", 0), RecordingProxyHandler)
+    thread = threading.Thread(target=server.serve_forever, daemon=True)
+    thread.start()
+    try:
+        yield f"http://127.0.0.1:{server.server_port}", seen_uris
+    finally:
+        server.shutdown()
+        server.server_close()
+        thread.join(timeout=5)
+
+
+# `.invalid` never resolves (RFC 6761), so the only way this request can succeed is through the proxy
+_PROXY_ONLY_UPSTREAM_URL = "http://upstream.invalid/v1/models"
+
+
+@pytest.mark.asyncio
+@pytest.mark.parametrize("disable_aiohttp_transport", [True, False])
+@pytest.mark.parametrize("force_ipv4", [True, False])
+async def test_async_handler_honours_proxy_env_for_every_transport(
+    forward_proxy_server, monkeypatch: pytest.MonkeyPatch, disable_aiohttp_transport: bool, force_ipv4: bool
+):
+    proxy_url, seen_uris = forward_proxy_server
+    monkeypatch.setenv("HTTP_PROXY", proxy_url)
+    monkeypatch.delenv("NO_PROXY", raising=False)
+    monkeypatch.delenv("no_proxy", raising=False)
+    monkeypatch.setattr(litellm, "disable_aiohttp_transport", disable_aiohttp_transport)
+    monkeypatch.setattr(litellm, "force_ipv4", force_ipv4)
+
+    handler = AsyncHTTPHandler()
+    try:
+        response = await handler.get(_PROXY_ONLY_UPSTREAM_URL)
+    finally:
+        await handler.close()
+
+    assert response.text == "via-proxy"
+    assert seen_uris == [_PROXY_ONLY_UPSTREAM_URL]
+
+
+@pytest.mark.parametrize("force_ipv4", [True, False])
+def test_sync_handler_honours_proxy_env(forward_proxy_server, monkeypatch: pytest.MonkeyPatch, force_ipv4: bool):
+    proxy_url, seen_uris = forward_proxy_server
+    monkeypatch.setenv("HTTP_PROXY", proxy_url)
+    monkeypatch.delenv("NO_PROXY", raising=False)
+    monkeypatch.delenv("no_proxy", raising=False)
+    monkeypatch.setattr(litellm, "force_ipv4", force_ipv4)
+
+    handler = HTTPHandler()
+    try:
+        response = handler.get(_PROXY_ONLY_UPSTREAM_URL)
+    finally:
+        handler.close()
+
+    assert response.text == "via-proxy"
+    assert seen_uris == [_PROXY_ONLY_UPSTREAM_URL]
+
+
+@pytest.mark.asyncio
+async def test_force_ipv4_httpx_transport_honours_no_proxy(keepalive_server, monkeypatch: pytest.MonkeyPatch):
+    """NO_PROXY hosts must still go direct when the proxy mounts are supplied by litellm instead of httpx."""
+    monkeypatch.setenv("HTTP_PROXY", "http://proxy.invalid:3128")
+    monkeypatch.setenv("NO_PROXY", "127.0.0.1")
+    monkeypatch.setattr(litellm, "disable_aiohttp_transport", True)
+    monkeypatch.setattr(litellm, "force_ipv4", True)
+
+    handler = AsyncHTTPHandler()
+    try:
+        response = await handler.get(keepalive_server)
+    finally:
+        await handler.close()
+
+    assert response.text == "ok"
+
+
+@pytest.fixture
+def private_ca_tls_upstream(tmp_path: pathlib.Path):
+    """HTTPS server behind a CONNECT proxy, both on localhost; the server's cert is signed by a test-only CA."""
+    import datetime
+    import select
+    import socket
+    from http.server import BaseHTTPRequestHandler, HTTPServer
+    from socketserver import ThreadingMixIn
+
+    from cryptography import x509
+    from cryptography.hazmat.primitives import hashes, serialization
+    from cryptography.hazmat.primitives.asymmetric import rsa
+    from cryptography.x509.oid import NameOID
+
+    key = rsa.generate_private_key(public_exponent=65537, key_size=2048)
+    name = x509.Name([x509.NameAttribute(NameOID.COMMON_NAME, "upstream.invalid")])
+    now = datetime.datetime.now(datetime.timezone.utc)
+    cert = (
+        x509.CertificateBuilder()
+        .subject_name(name)
+        .issuer_name(name)
+        .public_key(key.public_key())
+        .serial_number(x509.random_serial_number())
+        .not_valid_before(now - datetime.timedelta(minutes=1))
+        .not_valid_after(now + datetime.timedelta(hours=1))
+        .add_extension(x509.SubjectAlternativeName([x509.DNSName("upstream.invalid")]), critical=False)
+        .add_extension(x509.BasicConstraints(ca=True, path_length=None), critical=True)
+        .sign(key, hashes.SHA256())
+    )
+    ca_pem = tmp_path / "ca.pem"
+    ca_pem.write_bytes(cert.public_bytes(serialization.Encoding.PEM))
+    key_pem = tmp_path / "key.pem"
+    key_pem.write_bytes(
+        key.private_bytes(
+            serialization.Encoding.PEM, serialization.PrivateFormat.PKCS8, serialization.NoEncryption()
+        )
+    )
+
+    class OkTlsHandler(BaseHTTPRequestHandler):
+        protocol_version = "HTTP/1.1"
+
+        def do_GET(self):
+            self.send_response(200)
+            self.send_header("Content-Length", "6")
+            self.end_headers()
+            self.wfile.write(b"ok-tls")
+
+        def log_message(self, format, *args):
+            pass
+
+    class ThreadedServer(ThreadingMixIn, HTTPServer):
+        daemon_threads = True
+
+    tls_server = ThreadedServer(("127.0.0.1", 0), OkTlsHandler)
+    server_ctx = ssl.SSLContext(ssl.PROTOCOL_TLS_SERVER)
+    server_ctx.load_cert_chain(str(ca_pem), str(key_pem))
+    tls_server.socket = server_ctx.wrap_socket(tls_server.socket, server_side=True)
+    tls_port = tls_server.server_port
+
+    class ConnectProxyHandler(BaseHTTPRequestHandler):
+        protocol_version = "HTTP/1.1"
+
+        def do_CONNECT(self):
+            upstream = socket.create_connection(("127.0.0.1", tls_port))
+            self.send_response(200, "Connection established")
+            self.end_headers()
+            sockets = [self.connection, upstream]
+            while True:
+                readable, _, _ = select.select(sockets, [], [], 5)
+                if not readable:
+                    break
+                for src in readable:
+                    data = src.recv(65536)
+                    if not data:
+                        upstream.close()
+                        return
+                    (upstream if src is self.connection else self.connection).sendall(data)
+
+        def log_message(self, format, *args):
+            pass
+
+    proxy_server = ThreadedServer(("127.0.0.1", 0), ConnectProxyHandler)
+    threads = [
+        threading.Thread(target=tls_server.serve_forever, daemon=True),
+        threading.Thread(target=proxy_server.serve_forever, daemon=True),
+    ]
+    for thread in threads:
+        thread.start()
+    try:
+        yield f"http://127.0.0.1:{proxy_server.server_port}", str(ca_pem)
+    finally:
+        for server in (proxy_server, tls_server):
+            server.shutdown()
+            server.server_close()
+        for thread in threads:
+            thread.join(timeout=5)
+
+
+@pytest.mark.asyncio
+async def test_force_ipv4_https_proxy_mount_uses_handler_ca_bundle(
+    private_ca_tls_upstream, monkeypatch: pytest.MonkeyPatch
+):
+    proxy_url, ca_pem = private_ca_tls_upstream
+    monkeypatch.setenv("HTTPS_PROXY", proxy_url)
+    monkeypatch.delenv("NO_PROXY", raising=False)
+    monkeypatch.delenv("no_proxy", raising=False)
+    monkeypatch.setattr(litellm, "disable_aiohttp_transport", True)
+    monkeypatch.setattr(litellm, "force_ipv4", True)
+
+    handler = AsyncHTTPHandler(ssl_verify=ca_pem)
+    try:
+        response = await handler.get("https://upstream.invalid/v1/models")
+    finally:
+        await handler.close()
+
+    assert response.text == "ok-tls"
+
+
+def test_sync_force_ipv4_https_proxy_mount_uses_handler_ca_bundle(
+    private_ca_tls_upstream, monkeypatch: pytest.MonkeyPatch
+):
+    proxy_url, ca_pem = private_ca_tls_upstream
+    monkeypatch.setenv("HTTPS_PROXY", proxy_url)
+    monkeypatch.delenv("NO_PROXY", raising=False)
+    monkeypatch.delenv("no_proxy", raising=False)
+    monkeypatch.setattr(litellm, "force_ipv4", True)
+
+    handler = HTTPHandler(ssl_verify=ca_pem)
+    try:
+        response = handler.get("https://upstream.invalid/v1/models")
+    finally:
+        handler.close()
+
+    assert response.text == "ok-tls"
diff --git a/tests/test_litellm/llms/custom_httpx/test_llm_http_handler.py b/tests/test_litellm/llms/custom_httpx/test_llm_http_handler.py
index 26f841c1146..1d583c16ad7 100644
--- a/tests/test_litellm/llms/custom_httpx/test_llm_http_handler.py
+++ b/tests/test_litellm/llms/custom_httpx/test_llm_http_handler.py
@@ -2295,6 +2295,25 @@ async def test_anthropic_invalid_thinking_signature_retry_resigns_bedrock_reques
     assert retry_authorization != first_attempt_headers["Authorization"]
 
 
+def test_aws_signing_overrides_only_fills_missing_credentials():
+    from litellm.llms.custom_httpx.llm_http_handler import _aws_signing_overrides
+
+    overrides = _aws_signing_overrides(
+        {"temperature": 0.2, "aws_region_name": "us-west-2"},
+        {
+            "aws_role_name": "arn:aws:iam::000000000000:role/attributed",
+            "aws_session_name": "user-123",
+            "aws_region_name": "us-east-1",
+            "api_key": "not-an-aws-param",
+        },
+    )
+
+    assert dict(overrides) == {
+        "aws_role_name": "arn:aws:iam::000000000000:role/attributed",
+        "aws_session_name": "user-123",
+    }
+
+
 class TestServerFulfilledToolsInRequest:
     """_server_fulfilled_tools_in_request gates the buffered (non-leaking) streaming
     mode for server-fulfilled tools like headroom_retrieve."""
diff --git a/tests/test_litellm/llms/dashscope/test_dashscope_cost_calculator.py b/tests/test_litellm/llms/dashscope/test_dashscope_cost_calculator.py
index 8dc4620dd1b..b6281834f24 100644
--- a/tests/test_litellm/llms/dashscope/test_dashscope_cost_calculator.py
+++ b/tests/test_litellm/llms/dashscope/test_dashscope_cost_calculator.py
@@ -10,11 +10,11 @@ Tests the cost calculation for Dashscope models including:
 
 import math
 import os
+from datetime import datetime, timezone
 
 import pytest
 
 # Add the project root to Python path
-
 import litellm
 from litellm.llms.dashscope.cost_calculator import (
     cost_per_token as dashscope_cost_per_token,
@@ -526,3 +526,139 @@ class TestDashscopeCostCalculator:
 
         assert prompt_cost == 0.0
         assert math.isclose(completion_cost, 500 * 1.6e-06, rel_tol=1e-10)
+
+    OFF_PEAK_WINDOW = "14:00-00:00"
+    INSIDE_WINDOW = datetime(2026, 9, 3, 17, 25, tzinfo=timezone.utc)
+    OUTSIDE_WINDOW = datetime(2026, 9, 3, 9, 0, tzinfo=timezone.utc)
+
+    def _register_off_peak_flat_model(self, model_key: str, off_peak_pricing: dict) -> None:
+        litellm.model_cost[model_key] = {
+            "litellm_provider": "dashscope",
+            "mode": "chat",
+            "input_cost_per_token": 2.4e-06,
+            "output_cost_per_token": 4.8e-06,
+            "cache_read_input_token_cost": 2e-07,
+            "cache_creation_input_token_cost": 3e-06,
+            "off_peak_pricing": off_peak_pricing,
+        }
+
+    def test_dashscope_off_peak_window_swaps_in_the_off_peak_rates(self):
+        """
+        Regression (LIT-6782): a deployment configured with off_peak_pricing kept billing the
+        standard dashscope rates inside its window, while the same block on a deepseek
+        deployment billed the off-peak rates.
+        """
+        self._register_off_peak_flat_model(
+            "dashscope/deepseek-off-peak-test",
+            {
+                "hours_utc": self.OFF_PEAK_WINDOW,
+                "input_cost_per_token": 1.2e-06,
+                "output_cost_per_token": 2.4e-06,
+                "cache_read_input_token_cost": 1e-07,
+            },
+        )
+        usage = Usage(
+            prompt_tokens=1000,
+            completion_tokens=200,
+            prompt_tokens_details=PromptTokensDetailsWrapper(cached_tokens=300, cache_creation_tokens=100),
+        )
+
+        prompt_cost, completion_cost = dashscope_cost_per_token(
+            model="deepseek-off-peak-test", usage=usage, current_time=self.INSIDE_WINDOW
+        )
+
+        assert math.isclose(prompt_cost, (600 * 1.2e-06) + (300 * 1e-07) + (100 * 3e-06), rel_tol=1e-10)
+        assert math.isclose(completion_cost, 200 * 2.4e-06, rel_tol=1e-10)
+
+        peak_prompt_cost, peak_completion_cost = dashscope_cost_per_token(
+            model="deepseek-off-peak-test", usage=usage, current_time=self.OUTSIDE_WINDOW
+        )
+
+        assert math.isclose(peak_prompt_cost, (600 * 2.4e-06) + (300 * 2e-07) + (100 * 3e-06), rel_tol=1e-10)
+        assert math.isclose(peak_completion_cost, 200 * 4.8e-06, rel_tol=1e-10)
+
+    def test_dashscope_off_peak_window_overrides_the_selected_tier(self):
+        """An open off-peak window bills the whole request at the flat off-peak rates, whichever tier
+        the input volume selected."""
+        self._register_tiered_model(
+            "dashscope/qwen-tiered-off-peak-test",
+            [
+                {"range": [0, 1000], "input_cost_per_token": 4e-07, "output_cost_per_token": 1.6e-06},
+                {"range": [1000, 2000], "input_cost_per_token": 8e-07, "output_cost_per_token": 3.2e-06},
+            ],
+        )
+        litellm.model_cost["dashscope/qwen-tiered-off-peak-test"]["off_peak_pricing"] = {
+            "hours_utc": self.OFF_PEAK_WINDOW,
+            "input_cost_per_token": 1e-07,
+            "output_cost_per_token": 4e-07,
+        }
+        usage = Usage(prompt_tokens=1500, completion_tokens=300)
+
+        prompt_cost, completion_cost = dashscope_cost_per_token(
+            model="qwen-tiered-off-peak-test", usage=usage, current_time=self.INSIDE_WINDOW
+        )
+
+        assert math.isclose(prompt_cost, 1500 * 1e-07, rel_tol=1e-10)
+        assert math.isclose(completion_cost, 300 * 4e-07, rel_tol=1e-10)
+
+        peak_prompt_cost, peak_completion_cost = dashscope_cost_per_token(
+            model="qwen-tiered-off-peak-test", usage=usage, current_time=self.OUTSIDE_WINDOW
+        )
+
+        assert math.isclose(peak_prompt_cost, 1500 * 8e-07, rel_tol=1e-10)
+        assert math.isclose(peak_completion_cost, 300 * 3.2e-06, rel_tol=1e-10)
+
+    def test_dashscope_off_peak_rates_left_unset_keep_the_standard_rates(self):
+        """A block that only overrides the input rate leaves output and cache reads on the standard
+        rates, and an explicit reasoning rate is never swapped out."""
+        self._register_off_peak_flat_model(
+            "dashscope/qwen-partial-off-peak-test",
+            {"hours_utc": self.OFF_PEAK_WINDOW, "input_cost_per_token": 1.2e-06},
+        )
+        litellm.model_cost["dashscope/qwen-partial-off-peak-test"]["output_cost_per_reasoning_token"] = 9e-06
+        usage = Usage(
+            prompt_tokens=1000,
+            completion_tokens=200,
+            prompt_tokens_details=PromptTokensDetailsWrapper(cached_tokens=300),
+            completion_tokens_details=CompletionTokensDetailsWrapper(reasoning_tokens=50),
+        )
+
+        prompt_cost, completion_cost = dashscope_cost_per_token(
+            model="qwen-partial-off-peak-test", usage=usage, current_time=self.INSIDE_WINDOW
+        )
+
+        assert math.isclose(prompt_cost, (700 * 1.2e-06) + (300 * 2e-07), rel_tol=1e-10)
+        assert math.isclose(completion_cost, (150 * 4.8e-06) + (50 * 9e-06), rel_tol=1e-10)
+
+    def test_dashscope_off_peak_output_rate_covers_reasoning_without_a_dedicated_rate(self):
+        """Reasoning tokens on a model with no dedicated reasoning rate follow the off-peak output
+        rate, the same way they follow the standard output rate outside the window."""
+        self._register_off_peak_flat_model(
+            "dashscope/qwen-reasoning-off-peak-test",
+            {"hours_utc": self.OFF_PEAK_WINDOW, "output_cost_per_token": 2.4e-06},
+        )
+        usage = Usage(
+            prompt_tokens=100,
+            completion_tokens=200,
+            completion_tokens_details=CompletionTokensDetailsWrapper(reasoning_tokens=50),
+        )
+
+        _, completion_cost = dashscope_cost_per_token(
+            model="qwen-reasoning-off-peak-test", usage=usage, current_time=self.INSIDE_WINDOW
+        )
+
+        assert math.isclose(completion_cost, 200 * 2.4e-06, rel_tol=1e-10)
+
+    def test_dashscope_off_peak_defaults_to_the_current_time(self):
+        """The proxy's cost dispatch passes no clock, so an all-day window has to apply on the
+        default current time."""
+        self._register_off_peak_flat_model(
+            "dashscope/qwen-all-day-off-peak-test",
+            {"hours_utc": "00:00-00:00", "input_cost_per_token": 1.2e-06, "output_cost_per_token": 2.4e-06},
+        )
+        usage = Usage(prompt_tokens=1000, completion_tokens=200)
+
+        prompt_cost, completion_cost = dashscope_cost_per_token(model="qwen-all-day-off-peak-test", usage=usage)
+
+        assert math.isclose(prompt_cost, 1000 * 1.2e-06, rel_tol=1e-10)
+        assert math.isclose(completion_cost, 200 * 2.4e-06, rel_tol=1e-10)
diff --git a/tests/test_litellm/llms/databricks/chat/test_databricks_chat_transformation.py b/tests/test_litellm/llms/databricks/chat/test_databricks_chat_transformation.py
index 41fb2589655..02655fb7f77 100644
--- a/tests/test_litellm/llms/databricks/chat/test_databricks_chat_transformation.py
+++ b/tests/test_litellm/llms/databricks/chat/test_databricks_chat_transformation.py
@@ -255,6 +255,82 @@ def test_transform_messages_sanitizes_empty_content():
     assert result[1]["content"] == "Hi"
 
 
+def test_transform_request_strips_thinking_blocks_and_reasoning_content():
+    """Regression for LIT-6762: replaying an assistant turn that litellm decorated with
+    `thinking_blocks` / `reasoning_content` made Databricks 400 with
+    'messages.N.thinking_blocks: Extra inputs are not permitted'."""
+    config = DatabricksConfig()
+    messages = [
+        {"role": "user", "content": "hi"},
+        {
+            "role": "assistant",
+            "content": "Hello! How can I help?",
+            "thinking_blocks": [
+                {"type": "thinking", "thinking": "greet briefly", "signature": "sig_abc", "cache_control": {}}
+            ],
+            "reasoning_content": "greet briefly",
+            "provider_specific_fields": {"foo": "bar"},
+        },
+        {"role": "user", "content": "thanks"},
+    ]
+
+    result = config.transform_request(
+        model="databricks-claude-opus-5",
+        messages=messages,
+        optional_params={},
+        litellm_params={},
+        headers={},
+    )["messages"]
+
+    assert result[1] == {"role": "assistant", "content": "Hello! How can I help?"}
+    assert not any(
+        key in message
+        for message in result
+        for key in ("thinking_blocks", "reasoning_content", "provider_specific_fields")
+    )
+    assert "thinking_blocks" in messages[1]
+
+
+def test_transform_request_drops_thinking_only_assistant_turn_but_keeps_tool_call_turn():
+    """A replayed thinking-only assistant turn has nothing left once `thinking_blocks` are stripped, so it must be
+    dropped instead of being sent as a bare {"role": "assistant"}. A thinking + tool_use turn keeps its tool_calls."""
+    config = DatabricksConfig()
+    tool_call = {"id": "call_1", "type": "function", "function": {"name": "f", "arguments": "{}"}}
+    messages = [
+        {"role": "user", "content": "hi"},
+        {
+            "role": "assistant",
+            "content": None,
+            "thinking_blocks": [{"type": "thinking", "thinking": "hmm", "signature": "sig_1"}],
+            "reasoning_content": "hmm",
+        },
+        {"role": "user", "content": "again"},
+        {
+            "role": "assistant",
+            "content": None,
+            "thinking_blocks": [{"type": "thinking", "thinking": "call f", "signature": "sig_2"}],
+            "reasoning_content": "call f",
+            "tool_calls": [tool_call],
+        },
+        {"role": "tool", "tool_call_id": "call_1", "content": "ok"},
+    ]
+
+    result = config.transform_request(
+        model="databricks-claude-opus-5",
+        messages=messages,
+        optional_params={},
+        litellm_params={},
+        headers={},
+    )["messages"]
+
+    assert result == [
+        {"role": "user", "content": "hi"},
+        {"role": "user", "content": "again"},
+        {"role": "assistant", "tool_calls": [tool_call]},
+        {"role": "tool", "tool_call_id": "call_1", "content": "ok"},
+    ]
+
+
 def _parallel_tool_calls():
     return [
         {
@@ -422,6 +498,27 @@ def test_databricks_config_probes_capabilities_under_databricks_namespace():
     assert DatabricksConfig().custom_llm_provider == "databricks"
 
 
+@pytest.mark.parametrize(
+    "model, expected_thinking, expected_output_config",
+    [
+        ("databricks-claude-opus-4-8", {"type": "adaptive"}, {"effort": "high"}),
+        ("databricks-claude-opus-4-6", {"type": "enabled", "budget_tokens": 4096}, None),
+    ],
+    ids=["adaptive_only_upgrades_to_adaptive", "legacy_capable_forwards_verbatim"],
+)
+def test_map_openai_params_upgrades_legacy_thinking_on_adaptive_only_claude(
+    model, expected_thinking, expected_output_config
+):
+    mapped = DatabricksConfig().map_openai_params(
+        non_default_params={"thinking": {"type": "enabled", "budget_tokens": 4096}},
+        optional_params={},
+        model=model,
+        drop_params=False,
+    )
+    assert mapped["thinking"] == expected_thinking
+    assert mapped.get("output_config") == expected_output_config
+
+
 def _streaming_chunk(usage=None, choices=None):
     base = {
         "id": "chatcmpl-test",
diff --git a/tests/test_litellm/llms/fireworks_ai/chat/test_fireworks_ai_chat_transformation.py b/tests/test_litellm/llms/fireworks_ai/chat/test_fireworks_ai_chat_transformation.py
index d7cc89868af..ec8725db5f7 100644
--- a/tests/test_litellm/llms/fireworks_ai/chat/test_fireworks_ai_chat_transformation.py
+++ b/tests/test_litellm/llms/fireworks_ai/chat/test_fireworks_ai_chat_transformation.py
@@ -8,6 +8,7 @@ import litellm
 
 from litellm import get_model_info, supports_reasoning, supports_vision
 from litellm.llms.fireworks_ai.chat.transformation import FireworksAIConfig
+from litellm.constants import SESSION_ID_GENERATED_METADATA_KEY
 from litellm.llms.fireworks_ai.common_utils import get_fireworks_session_id
 from litellm.types.utils import (
     ChatCompletionMessageToolCall,
@@ -235,6 +236,21 @@ def test_get_fireworks_session_id_prefers_litellm_session_id_over_trace_id():
     )
 
 
+def test_get_fireworks_session_id_ignores_proxy_generated_session_id():
+    """general_settings.missing_session_id: generate stamps a fresh id per request; sending it
+    as x-session-affinity would pin every request to a different node."""
+    assert (
+        get_fireworks_session_id(
+            {
+                "litellm_session_id": "generated-1",
+                "litellm_trace_id": "generated-1",
+                "metadata": {"session_id": "generated-1", SESSION_ID_GENERATED_METADATA_KEY: True},
+            }
+        )
+        is None
+    )
+
+
 def test_handle_message_content_with_tool_calls():
     config = FireworksAIConfig()
     message = Message(
diff --git a/tests/test_litellm/llms/hosted_vllm/test_hosted_vllm_rerank_transformation.py b/tests/test_litellm/llms/hosted_vllm/test_hosted_vllm_rerank_transformation.py
index e6e6aa946d5..9a62fcf6f0f 100644
--- a/tests/test_litellm/llms/hosted_vllm/test_hosted_vllm_rerank_transformation.py
+++ b/tests/test_litellm/llms/hosted_vllm/test_hosted_vllm_rerank_transformation.py
@@ -1,8 +1,14 @@
+import json
 import os
 import sys
+from typing import Final
+from unittest.mock import MagicMock, patch
 
+import httpx
 import pytest
 
+import litellm
+from litellm.llms.custom_httpx.http_handler import HTTPHandler
 from litellm.llms.hosted_vllm.rerank.transformation import HostedVLLMRerankConfig
 from litellm.rerank_api.rerank_utils import get_optional_rerank_params
 from litellm.types.rerank import (
@@ -87,9 +93,7 @@ class TestHostedVLLMRerankTransform:
         assert "instruction" not in body
 
     def test_map_cohere_rerank_params_raises_on_max_chunks_per_doc(self):
-        with pytest.raises(
-            ValueError, match="Hosted VLLM does not support max_chunks_per_doc"
-        ):
+        with pytest.raises(ValueError, match="Hosted VLLM does not support max_chunks_per_doc"):
             self.config.map_cohere_rerank_params(
                 non_default_params=None,
                 model=self.model,
@@ -104,12 +108,10 @@ class TestHostedVLLMRerankTransform:
         url = self.config.get_complete_url(base, self.model)
         assert url == "https://api.example.com/rerank"
         # Already ends with /rerank
-        url2 = self.config.get_complete_url(
-            "https://api.example.com/rerank", self.model
-        )
+        url2 = self.config.get_complete_url("https://api.example.com/rerank", self.model)
         assert url2 == "https://api.example.com/rerank"
         # Raises if api_base is None
-        with pytest.raises(ValueError, match='api_base must be provided for Hosted VLLM rerank'):
+        with pytest.raises(ValueError, match="api_base must be provided for Hosted VLLM rerank"):
             self.config.get_complete_url(None, self.model)
 
     def test_transform_response(self):
@@ -173,3 +175,121 @@ class TestGetOptionalRerankParamsInstruction:
             documents=["doc1", "doc2"],
         )
         assert "instruction" not in params
+
+
+class TestHostedVLLMRerankTruncationParams:
+    def setup_method(self):
+        self.config = HostedVLLMRerankConfig()
+        self.model = "hosted-vllm-model"
+
+    def test_map_cohere_rerank_params_forwards_vllm_truncation_params(self):
+        params: Final = self.config.map_cohere_rerank_params(
+            non_default_params={
+                "truncate_prompt_tokens": 512,
+                "truncation_side": "left",
+                "max_tokens_per_query": 64,
+                "metadata": {"user_api_key": "sk-test"},
+            },
+            model=self.model,
+            drop_params=False,
+            query="test query",
+            documents=["doc1", "doc2"],
+            max_tokens_per_doc=128,
+        )
+        assert params["truncate_prompt_tokens"] == 512
+        assert params["truncation_side"] == "left"
+        assert params["max_tokens_per_query"] == 64
+        assert params["max_tokens_per_doc"] == 128
+        assert "metadata" not in params
+
+    @pytest.mark.parametrize(
+        "bad_params",
+        [{"truncation_side": "middle"}, {"truncate_prompt_tokens": "lots"}, {"max_tokens_per_query": -1.5}],
+    )
+    def test_map_cohere_rerank_params_rejects_invalid_truncation_params_as_400(self, bad_params: dict[str, object]):
+        with pytest.raises(litellm.UnsupportedParamsError) as raised:
+            self.config.map_cohere_rerank_params(
+                non_default_params=dict(bad_params),
+                model=self.model,
+                drop_params=False,
+                query="test query",
+                documents=["doc1", "doc2"],
+            )
+        assert raised.value.status_code == 400
+        assert next(iter(bad_params)) in str(raised.value)
+
+    def test_map_cohere_rerank_params_omits_truncation_params_when_absent(self):
+        params: Final = self.config.map_cohere_rerank_params(
+            non_default_params={"metadata": {"user_api_key": "sk-test"}},
+            model=self.model,
+            drop_params=False,
+            query="test query",
+            documents=["doc1", "doc2"],
+        )
+        body: Final = self.config.transform_rerank_request(model=self.model, optional_rerank_params=params, headers={})
+        truncation_keys: Final = {
+            "truncate_prompt_tokens",
+            "truncation_side",
+            "max_tokens_per_query",
+            "max_tokens_per_doc",
+        }
+        assert not truncation_keys & body.keys()
+        assert body == {
+            "model": self.model,
+            "query": "test query",
+            "documents": ["doc1", "doc2"],
+            "return_documents": True,
+        }
+
+    def test_transform_request_forwards_truncation_params(self):
+        body: Final = self.config.transform_rerank_request(
+            model=self.model,
+            optional_rerank_params={
+                "query": "test query",
+                "documents": ["doc1", "doc2"],
+                "truncate_prompt_tokens": 512,
+                "truncation_side": "left",
+                "max_tokens_per_query": 64,
+                "max_tokens_per_doc": 128,
+            },
+            headers={},
+        )
+        assert body["truncate_prompt_tokens"] == 512
+        assert body["truncation_side"] == "left"
+        assert body["max_tokens_per_query"] == 64
+        assert body["max_tokens_per_doc"] == 128
+
+    def test_transform_request_omits_truncation_params_when_absent(self):
+        body: Final = self.config.transform_rerank_request(
+            model=self.model,
+            optional_rerank_params={"query": "test query", "documents": ["doc1", "doc2"]},
+            headers={},
+        )
+        assert "truncate_prompt_tokens" not in body
+        assert "truncation_side" not in body
+        assert "max_tokens_per_query" not in body
+        assert "max_tokens_per_doc" not in body
+
+    def test_rerank_sends_truncate_prompt_tokens_to_vllm(self):
+        client: Final = HTTPHandler()
+        mock_response: Final = MagicMock(spec=httpx.Response)
+        mock_response.status_code = 200
+        mock_response.json.return_value = {
+            "id": "score-1",
+            "results": [{"index": 0, "relevance_score": 0.5}],
+            "usage": {"total_tokens": 512},
+        }
+        with patch.object(client, "post", return_value=mock_response) as mock_post:
+            litellm.rerank(
+                model="hosted_vllm/BAAI/bge-reranker-base",
+                api_base="http://vllm.local:8000",
+                query="List all the unique case ids",
+                documents=["a document longer than the reranker context window"],
+                truncate_prompt_tokens=512,
+                truncation_side="left",
+                client=client,
+            )
+        sent_body: Final = json.loads(mock_post.call_args.kwargs["data"])
+        assert mock_post.call_args.kwargs["url"] == "http://vllm.local:8000/rerank"
+        assert sent_body["truncate_prompt_tokens"] == 512
+        assert sent_body["truncation_side"] == "left"
diff --git a/tests/test_litellm/llms/ollama/test_ollama_chat_transformation.py b/tests/test_litellm/llms/ollama/test_ollama_chat_transformation.py
index 8f3dbf7b0d9..25f9645faa0 100644
--- a/tests/test_litellm/llms/ollama/test_ollama_chat_transformation.py
+++ b/tests/test_litellm/llms/ollama/test_ollama_chat_transformation.py
@@ -615,6 +615,46 @@ class TestOllamaFinishReasonLength:
             result.choices[0].finish_reason == "stop"
         ), f"Expected 'stop' for natural finish, got '{result.choices[0].finish_reason}'"
 
+    def test_finish_reason_tool_calls_streamed_before_done_chunk(self):
+        """Streaming: tool_calls arriving mid-stream (not on the done chunk) must
+        still produce finish_reason='tool_calls' on the final chunk.
+
+        Regression test for https://github.com/BerriAI/litellm/issues/34692:
+        Ollama emits tool_calls in an earlier chunk and the done chunk carries
+        none, which left finish_reason at 'stop' and made the Anthropic
+        /v1/messages bridge emit stop_reason 'end_turn' instead of 'tool_use'.
+        """
+        iterator = OllamaChatCompletionResponseIterator(
+            streaming_response=iter([]),
+            sync_stream=True,
+        )
+
+        tool_chunk = {
+            "model": "qwen3:8b",
+            "message": {
+                "role": "assistant",
+                "content": "",
+                "tool_calls": [
+                    {"function": {"name": "get_weather", "arguments": {"city": "San Francisco"}}}
+                ],
+            },
+            "done": False,
+        }
+        done_chunk = {
+            "model": "qwen3:8b",
+            "message": {"role": "assistant", "content": ""},
+            "done": True,
+            "done_reason": "stop",
+        }
+
+        tool_result = iterator.chunk_parser(tool_chunk)
+        assert tool_result.choices[0].delta.tool_calls is not None
+
+        done_result = iterator.chunk_parser(done_chunk)
+        assert (
+            done_result.choices[0].finish_reason == "tool_calls"
+        ), f"Expected 'tool_calls' when tool_calls were streamed earlier, got '{done_result.choices[0].finish_reason}'"
+
 
 class TestOllamaReasoningContentStreaming:
     """Test that reasoning_content is properly extracted from all thinking chunks."""
diff --git a/tests/test_litellm/llms/openai/chat/guardrail_translation/test_openai_guardrail_handler.py b/tests/test_litellm/llms/openai/chat/guardrail_translation/test_openai_guardrail_handler.py
index a29e0be4655..cebab2512d0 100644
--- a/tests/test_litellm/llms/openai/chat/guardrail_translation/test_openai_guardrail_handler.py
+++ b/tests/test_litellm/llms/openai/chat/guardrail_translation/test_openai_guardrail_handler.py
@@ -12,6 +12,7 @@ import pytest
 
 
 from litellm.integrations.custom_guardrail import CustomGuardrail
+from litellm.llms.base_llm.guardrail_translation.base_translation import StreamingScanKey
 from litellm.llms.openai.chat.guardrail_translation.handler import (
     OpenAIChatCompletionsHandler,
 )
@@ -1559,3 +1560,158 @@ class TestScanOnlyToolResults:
         assert data["messages"][3]["content"] == "page says [BLOCKED] here"
         assert data["messages"][3]["tool_call_id"] == "call_1"
         assert data["messages"][4]["content"] == "and then?"
+
+
+class TestBuildBlockSseChunks:
+    """build_block_sse_chunks turns a streaming ModifyResponseException into 200 SSE chunks"""
+
+    def _exc(self, original_response=None):
+        from litellm.exceptions import ModifyResponseException
+
+        return ModifyResponseException(
+            message="Blocked by policy.",
+            model="gpt-5.4-mini",
+            request_data={},
+            guardrail_name="test",
+            original_response=original_response,
+        )
+
+    def _payloads(self, chunks):
+        return [json.loads(chunk.decode().removeprefix("data: ").strip()) for chunk in chunks]
+
+    def test_standalone_block_uses_fresh_identity_and_zero_usage(self):
+        handler = OpenAIChatCompletionsHandler()
+        first, final = self._payloads(handler.build_block_sse_chunks(self._exc(), stream_started=False))
+        assert first["id"].startswith("chatcmpl-")
+        assert first["model"] == "gpt-5.4-mini"
+        assert first["choices"][0]["delta"] == {"role": "assistant", "content": "Blocked by policy."}
+        assert first["choices"][0]["finish_reason"] is None
+        assert final["choices"][0]["delta"] == {}
+        assert final["choices"][0]["finish_reason"] == "content_filter"
+        assert final["usage"] == {"prompt_tokens": 0, "completion_tokens": 0, "total_tokens": 0}
+
+    def test_continuation_reuses_stream_identity_and_real_usage(self):
+        handler = OpenAIChatCompletionsHandler()
+        yielded = [
+            {"id": "chatcmpl-live", "created": 1724900000, "model": "gpt-5.4-mini-2026-01-01"},
+        ]
+        original = yielded + [
+            {"id": "chatcmpl-live", "usage": {"prompt_tokens": 11, "completion_tokens": 5}},
+        ]
+        first, final = self._payloads(
+            handler.build_block_sse_chunks(
+                self._exc(original_response=original), stream_started=True, responses_so_far=yielded
+            )
+        )
+        assert (first["id"], first["created"], first["model"]) == (
+            "chatcmpl-live",
+            1724900000,
+            "gpt-5.4-mini-2026-01-01",
+        )
+        assert first["choices"][0]["delta"] == {"content": "Blocked by policy."}
+        assert final["id"] == "chatcmpl-live"
+        assert final["usage"] == {"prompt_tokens": 11, "completion_tokens": 5, "total_tokens": 16}
+
+
+class TestCheckStreamingHasEnded:
+    """_check_streaming_has_ended lets end_of_stream_only withhold the finish chunk until moderation"""
+
+    def test_empty_and_content_only_chunks_are_not_ended(self):
+        handler = OpenAIChatCompletionsHandler()
+        assert handler._check_streaming_has_ended([]) is False
+        content_only = [
+            {"id": "chatcmpl-live", "choices": [{"index": 0, "delta": {"content": "hi"}, "finish_reason": None}]},
+            {"id": "chatcmpl-live", "choices": []},
+            {"id": "chatcmpl-live", "usage": {"prompt_tokens": 1, "completion_tokens": 1}},
+        ]
+        assert handler._check_streaming_has_ended(content_only) is False
+
+    def test_dict_finish_chunk_marks_stream_ended(self):
+        handler = OpenAIChatCompletionsHandler()
+        chunks = [
+            {"id": "chatcmpl-live", "choices": [{"index": 0, "delta": {"content": "hi"}, "finish_reason": None}]},
+            {"id": "chatcmpl-live", "choices": [{"index": 0, "delta": {}, "finish_reason": "stop"}]},
+        ]
+        assert handler._check_streaming_has_ended(chunks) is True
+
+    def test_object_finish_chunk_marks_stream_ended(self):
+        from litellm.types.utils import Delta, ModelResponseStream, StreamingChoices
+
+        handler = OpenAIChatCompletionsHandler()
+        chunks = [
+            ModelResponseStream(
+                choices=[StreamingChoices(index=0, delta=Delta(content=None), finish_reason="stop")]
+            )
+        ]
+        assert handler._check_streaming_has_ended(chunks) is True
+
+
+class TestStreamingScanKey:
+    """get_streaming_scan_key identifies what a sampled round would scan so the
+    unified hook can skip rounds that would re-scan already-cleared text"""
+
+    @staticmethod
+    def _chunk(content, finish_reason=None, index=0):
+        from litellm.types.utils import Delta, ModelResponseStream, StreamingChoices
+
+        return ModelResponseStream(
+            choices=[StreamingChoices(index=index, delta=Delta(content=content), finish_reason=finish_reason)]
+        )
+
+    def test_key_carries_accumulated_text_and_open_stream(self):
+        handler = OpenAIChatCompletionsHandler()
+        key = handler.get_streaming_scan_key([self._chunk("hel"), self._chunk("lo")])
+        assert key == StreamingScanKey(texts=("hello",))
+
+    def test_chunks_without_text_leave_the_key_unchanged(self):
+        handler = OpenAIChatCompletionsHandler()
+        before = handler.get_streaming_scan_key([self._chunk("hel"), self._chunk("lo")])
+        after = handler.get_streaming_scan_key([self._chunk("hel"), self._chunk("lo"), self._chunk(None)])
+        assert after == before
+
+    def test_finish_chunk_without_tool_calls_scans_the_same_payload(self):
+        handler = OpenAIChatCompletionsHandler()
+        open_key = handler.get_streaming_scan_key([self._chunk("hi")])
+        ended_key = handler.get_streaming_scan_key([self._chunk("hi"), self._chunk(None, finish_reason="stop")])
+        assert open_key.stream_ended is False
+        assert ended_key.stream_ended is True
+        assert ended_key == open_key
+
+    def test_tool_calls_only_enter_the_key_once_the_stream_has_ended(self):
+        from litellm.types.utils import (
+            ChatCompletionDeltaToolCall,
+            Delta,
+            Function,
+            ModelResponseStream,
+            StreamingChoices,
+        )
+
+        handler = OpenAIChatCompletionsHandler()
+        tool_call = ChatCompletionDeltaToolCall(
+            id="call_1", index=0, type="function", function=Function(name="get_weather", arguments='{"city": "Paris"}')
+        )
+        tool_chunk = ModelResponseStream(
+            choices=[StreamingChoices(index=0, delta=Delta(content=None, tool_calls=[tool_call]), finish_reason=None)]
+        )
+        open_key = handler.get_streaming_scan_key([self._chunk("hi"), tool_chunk])
+        ended_key = handler.get_streaming_scan_key(
+            [self._chunk("hi"), tool_chunk, self._chunk(None, finish_reason="stop")]
+        )
+        assert open_key == StreamingScanKey(texts=("hi",))
+        assert ended_key.texts == ("hi",)
+        assert len(ended_key.tool_calls) == 1 and "get_weather" in ended_key.tool_calls[0]
+        assert ended_key != open_key
+
+    def test_text_after_the_first_choice_finishes_still_changes_the_key(self):
+        handler = OpenAIChatCompletionsHandler()
+        first_done = [self._chunk("a", index=0), self._chunk("b", finish_reason="stop", index=0)]
+        key_at_first_finish = handler.get_streaming_scan_key(first_done)
+        key_after_more_text = handler.get_streaming_scan_key(first_done + [self._chunk("y", index=1)])
+        assert key_at_first_finish.stream_ended is True
+        assert key_after_more_text.stream_ended is True
+        assert key_after_more_text != key_at_first_finish
+
+    def test_non_stream_items_are_ignored(self):
+        handler = OpenAIChatCompletionsHandler()
+        key = handler.get_streaming_scan_key([self._chunk("hi"), b"data: [DONE]"])
+        assert key.texts == ("hi",)
diff --git a/tests/test_litellm/llms/openai/image_generation/test_gpt_transformation.py b/tests/test_litellm/llms/openai/image_generation/test_gpt_transformation.py
new file mode 100644
index 00000000000..d9b87627b58
--- /dev/null
+++ b/tests/test_litellm/llms/openai/image_generation/test_gpt_transformation.py
@@ -0,0 +1,39 @@
+from unittest.mock import MagicMock
+
+import httpx
+import pytest
+
+from litellm.llms.azure.image_generation.gpt_transformation import AzureGPTImageGenerationConfig
+from litellm.llms.openai.image_generation.gpt_transformation import GPTImageGenerationConfig
+from litellm.types.utils import ImageResponse
+
+
+@pytest.mark.parametrize("config", [GPTImageGenerationConfig(), AzureGPTImageGenerationConfig()])
+def test_transform_image_generation_response_keeps_provider_echo(config):
+    raw_response = httpx.Response(
+        status_code=200,
+        json={
+            "created": 1788457009,
+            "data": [{"b64_json": "/9j/4AAQSkZJRg=="}],
+            "output_format": "jpeg",
+            "background": "opaque",
+            "quality": "low",
+            "size": "1024x1024",
+        },
+        request=httpx.Request("POST", "https://api.openai.com/v1/images/generations"),
+    )
+
+    image_response = config.transform_image_generation_response(
+        model="gpt-image-2",
+        raw_response=raw_response,
+        model_response=ImageResponse(),
+        logging_obj=MagicMock(),
+        request_data={"prompt": "a red apple", "output_format": "jpeg"},
+        optional_params={"output_format": "jpeg"},
+        litellm_params={},
+        encoding=None,
+    )
+
+    assert image_response.output_format == "jpeg"
+    assert image_response.quality == "low"
+    assert image_response.background == "opaque"
diff --git a/tests/test_litellm/llms/openai/responses/test_openai_responses_guardrail_handler.py b/tests/test_litellm/llms/openai/responses/test_openai_responses_guardrail_handler.py
index 447175b09a6..a453708040e 100644
--- a/tests/test_litellm/llms/openai/responses/test_openai_responses_guardrail_handler.py
+++ b/tests/test_litellm/llms/openai/responses/test_openai_responses_guardrail_handler.py
@@ -5,6 +5,8 @@ Tests the handler's ability to process input/output for the Responses API
 with guardrail transformations.
 """
 
+import copy
+from collections.abc import Callable
 from typing import Any, List, Literal, Optional, Tuple
 from unittest.mock import AsyncMock, MagicMock
 
@@ -19,6 +21,10 @@ from litellm.llms import get_guardrail_translation_mapping
 from litellm.llms.openai.responses.guardrail_translation.handler import (
     OpenAIResponsesHandler,
 )
+from litellm.llms.openai.responses.guardrail_translation.tool_merge import merge_guardrailed_tools
+from litellm.responses.litellm_completion_transformation.transformation import (
+    LiteLLMCompletionResponsesConfig,
+)
 from litellm.types.llms.openai import ResponsesAPIResponse
 from litellm.types.responses.main import GenericResponseOutputItem, OutputText
 from litellm.types.utils import CallTypes, GenericGuardrailAPIInputs
@@ -828,6 +834,24 @@ class MockPassThroughGuardrail(CustomGuardrail):
         return inputs
 
 
+class MockRecordingGuardrail(MockPassThroughGuardrail):
+    """Pass-through guardrail that records every apply_guardrail inputs payload"""
+
+    def __init__(self, **kwargs):
+        super().__init__(**kwargs)
+        self.seen_inputs: List[GenericGuardrailAPIInputs] = []
+
+    async def apply_guardrail(
+        self,
+        inputs: GenericGuardrailAPIInputs,
+        request_data: dict,
+        input_type: Literal["request", "response"],
+        logging_obj: Optional[Any] = None,
+    ) -> GenericGuardrailAPIInputs:
+        self.seen_inputs.append(inputs)
+        return inputs
+
+
 class TestOpenAIResponsesHandlerStreamingOutputProcessing:
     """Test streaming output processing functionality"""
 
@@ -1104,6 +1128,80 @@ class TestOpenAIResponsesHandlerStreamingOutputProcessing:
         output_text = result[-1]["response"]["output"][0]["content"][0]["text"]
         assert output_text == original_text
 
+    @pytest.mark.asyncio
+    async def test_failed_stream_scans_delta_text(self):
+        """A stream ending in response.failed has text only in delta events; the
+        fallback scan must assemble and scan it instead of skipping on an empty string."""
+        handler = OpenAIResponsesHandler()
+        guardrail = MockRecordingGuardrail(guardrail_name="test")
+
+        responses_so_far = [
+            {"type": "response.created", "response": {"id": "resp_123"}},
+            {"type": "response.output_item.added", "item": {"type": "message", "id": "msg_123"}},
+            {
+                "type": "response.output_text.delta",
+                "item_id": "msg_123",
+                "output_index": 0,
+                "content_index": 0,
+                "delta": "Hello",
+            },
+            {
+                "type": "response.output_text.delta",
+                "item_id": "msg_123",
+                "output_index": 0,
+                "content_index": 0,
+                "delta": " world",
+            },
+            {"type": "response.failed", "response": {"id": "resp_123", "status": "failed"}},
+        ]
+
+        result = await handler.process_output_streaming_response(
+            responses_so_far=responses_so_far,
+            guardrail_to_apply=guardrail,
+            litellm_logging_obj=None,
+        )
+
+        assert result == responses_so_far
+        assert [inputs.get("texts") for inputs in guardrail.seen_inputs] == [["Hello world"]]
+
+    def test_get_streaming_string_so_far_prefers_done_text_over_deltas(self):
+        """The done event repeats the whole part, so deltas must not be double counted;
+        a part with no done event yet still contributes its joined deltas."""
+        handler = OpenAIResponsesHandler()
+
+        events = [
+            {
+                "type": "response.output_text.delta",
+                "item_id": "msg_1",
+                "output_index": 0,
+                "content_index": 0,
+                "delta": "Hello",
+            },
+            {
+                "type": "response.output_text.delta",
+                "item_id": "msg_1",
+                "output_index": 0,
+                "content_index": 0,
+                "delta": " world",
+            },
+            {
+                "type": "response.output_text.done",
+                "item_id": "msg_1",
+                "output_index": 0,
+                "content_index": 0,
+                "text": "Hello world",
+            },
+            {
+                "type": "response.output_text.delta",
+                "item_id": "msg_2",
+                "output_index": 1,
+                "content_index": 0,
+                "delta": "; unfinished",
+            },
+        ]
+
+        assert handler.get_streaming_string_so_far(events) == "Hello world; unfinished"
+
 
 class TestGetStructuredMessages:
     """Test the get_structured_messages method for Responses API handler."""
@@ -1195,14 +1293,14 @@ class TestOpenAIResponsesHandlerToolInjection:
     """A tool a guardrail injects must survive the write-back to Responses format."""
 
     def test_merge_keeps_guardrail_appended_tool(self):
-        """_merge_tools_after_guardrail must not drop the extra appended tool."""
-        handler = OpenAIResponsesHandler()
+        """merge_guardrailed_tools must not drop the extra appended tool."""
         original = [{"type": "function", "name": "a"}]
-        remapped = [
-            {"type": "function", "name": "a"},
-            {"type": "function", "name": "b"},
+        groups = [form.chat_tools for form in LiteLLMCompletionResponsesConfig.responses_tools_to_chat_forms(original)]
+        guardrailed = [
+            *groups[0],
+            {"type": "function", "function": {"name": "b", "description": "", "parameters": {"type": "object"}}},
         ]
-        merged = handler._merge_tools_after_guardrail(original, remapped)
+        merged = merge_guardrailed_tools(original, groups, guardrailed)
         assert [t["name"] for t in merged] == ["a", "b"]
 
     @pytest.mark.asyncio
@@ -1229,3 +1327,1014 @@ class TestOpenAIResponsesHandlerToolInjection:
         names = [t.get("name") for t in result["tools"]]
         assert "get_weather" in names
         assert "injected_tool" in names
+
+
+COMPRESSED_MARKER = "[compressed document; retrieve the full text with hash=b573993006976af767214fac]"
+
+
+class StructuredRewriteGuardrail(CustomGuardrail):
+    """Guardrail that rewrites whole messages via structured_messages and leaves
+    texts untouched, the way message-compressing guardrails do."""
+
+    async def apply_guardrail(
+        self,
+        inputs: GenericGuardrailAPIInputs,
+        request_data: dict,
+        input_type: Literal["request", "response"],
+        logging_obj: Optional[Any] = None,
+    ) -> GenericGuardrailAPIInputs:
+        messages = list(inputs.get("structured_messages") or [])
+        first_user = next(i for i, m in enumerate(messages) if m.get("role") == "user")
+        rewritten = [
+            {**m, "content": COMPRESSED_MARKER} if i == first_user else m for i, m in enumerate(messages)
+        ]
+        return {**inputs, "structured_messages": rewritten}
+
+
+class ToolOutputRewriteGuardrail(CustomGuardrail):
+    """Guardrail that compresses the first tool-result row, the way Headroom does."""
+
+    async def apply_guardrail(
+        self,
+        inputs: GenericGuardrailAPIInputs,
+        request_data: dict,
+        input_type: Literal["request", "response"],
+        logging_obj: Optional[Any] = None,
+    ) -> GenericGuardrailAPIInputs:
+        messages = list(inputs.get("structured_messages") or [])
+        first_tool = next(i for i, m in enumerate(messages) if isinstance(m, dict) and m.get("role") == "tool")
+        rewritten = [
+            {**m, "content": COMPRESSED_MARKER} if i == first_tool else m for i, m in enumerate(messages)
+        ]
+        return {**inputs, "structured_messages": rewritten}
+
+
+class DroppingRewriteGuardrail(CustomGuardrail):
+    """Guardrail that rewrites the first user row and drops the last row, so the
+    rewrite can only land through the full-conversion fallback."""
+
+    async def apply_guardrail(
+        self,
+        inputs: GenericGuardrailAPIInputs,
+        request_data: dict,
+        input_type: Literal["request", "response"],
+        logging_obj: Optional[Any] = None,
+    ) -> GenericGuardrailAPIInputs:
+        messages = list(inputs.get("structured_messages") or [])
+        first_user = next(i for i, m in enumerate(messages) if isinstance(m, dict) and m.get("role") == "user")
+        rewritten = [
+            {**m, "content": COMPRESSED_MARKER} if i == first_user else m for i, m in enumerate(messages)
+        ]
+        return {**inputs, "structured_messages": rewritten[:-1]}
+
+
+def _texts(item: dict) -> list[str]:
+    content = item.get("content")
+    if isinstance(content, str):
+        return [content]
+    return [part["text"] for part in content]
+
+
+class TestStructuredMessagesWriteBack:
+    """A guardrail's structured_messages rewrite must land in the Responses request,
+    not only the per-text mapping the chat handler shares with it."""
+
+    @pytest.mark.asyncio
+    async def test_list_input_gets_rewritten_messages_and_keeps_instructions(self):
+        handler = OpenAIResponsesHandler()
+        data = {
+            "model": "gpt-5.6",
+            "instructions": "Answer from the memo only.",
+            "input": [
+                {"role": "user", "content": "memo " * 400},
+                {"role": "assistant", "content": "Understood."},
+                {"role": "user", "content": "What is the codename?"},
+            ],
+        }
+
+        result = await handler.process_input_messages(data, StructuredRewriteGuardrail())
+
+        assert result["instructions"] == "Answer from the memo only."
+        user_items = [item for item in result["input"] if item.get("role") == "user"]
+        assert [_texts(item) for item in user_items] == [[COMPRESSED_MARKER], ["What is the codename?"]]
+        assert not any(item.get("role") == "system" for item in result["input"])
+        assert _texts(next(item for item in result["input"] if item.get("role") == "assistant")) == ["Understood."]
+
+    @pytest.mark.asyncio
+    async def test_string_input_becomes_rewritten_message_list(self):
+        handler = OpenAIResponsesHandler()
+        data = {"model": "gpt-5.6", "input": "memo " * 400}
+
+        result = await handler.process_input_messages(data, StructuredRewriteGuardrail())
+
+        assert [_texts(item) for item in result["input"]] == [[COMPRESSED_MARKER]]
+        assert "instructions" not in result
+
+    @pytest.mark.asyncio
+    async def test_developer_item_preserved_verbatim_by_row_patch(self):
+        handler = OpenAIResponsesHandler()
+        developer_item = {"role": "developer", "content": "Always answer in French."}
+        data = {
+            "model": "gpt-5.6",
+            "input": [
+                developer_item,
+                {"role": "user", "content": "memo " * 400},
+                {"role": "user", "content": "What is the codename?"},
+            ],
+        }
+
+        result = await handler.process_input_messages(data, StructuredRewriteGuardrail())
+
+        assert result["input"][0] is developer_item
+        assert developer_item["content"] == "Always answer in French."
+        assert _texts(result["input"][1]) == [COMPRESSED_MARKER]
+        assert _texts(result["input"][2]) == ["What is the codename?"]
+
+    @pytest.mark.asyncio
+    async def test_reasoning_and_function_call_items_survive_tool_output_compression(self):
+        handler = OpenAIResponsesHandler()
+        reasoning_item = {
+            "id": "rs_123",
+            "type": "reasoning",
+            "summary": [],
+            "encrypted_content": "gAAAAA-signed-reasoning",
+        }
+        function_call_item = {
+            "id": "fc_123",
+            "type": "function_call",
+            "call_id": "call_abc",
+            "name": "read_document",
+            "arguments": '{"path": "memo.txt"}',
+            "status": "completed",
+        }
+        data = {
+            "model": "gpt-5.6",
+            "instructions": "Answer from the memo only.",
+            "input": [
+                reasoning_item,
+                function_call_item,
+                {"type": "function_call_output", "call_id": "call_abc", "output": "memo " * 400},
+                {"role": "user", "content": "What is the codename?"},
+            ],
+        }
+
+        result = await handler.process_input_messages(data, ToolOutputRewriteGuardrail())
+
+        assert result["instructions"] == "Answer from the memo only."
+        assert result["input"][0] is reasoning_item
+        assert reasoning_item["encrypted_content"] == "gAAAAA-signed-reasoning"
+        assert result["input"][1] is function_call_item
+        assert function_call_item["id"] == "fc_123"
+        assert result["input"][2] == {
+            "type": "function_call_output",
+            "call_id": "call_abc",
+            "output": COMPRESSED_MARKER,
+        }
+        assert result["input"][3] == {"role": "user", "content": "What is the codename?"}
+
+    @pytest.mark.asyncio
+    async def test_web_search_call_item_preserved_verbatim(self):
+        handler = OpenAIResponsesHandler()
+        web_search_item = {
+            "id": "ws_123",
+            "type": "web_search_call",
+            "status": "completed",
+            "action": {"type": "search", "query": "codename memo"},
+        }
+        data = {
+            "model": "gpt-5.6",
+            "input": [
+                web_search_item,
+                {"role": "user", "content": "memo " * 400},
+                {"role": "user", "content": "What is the codename?"},
+            ],
+        }
+
+        result = await handler.process_input_messages(data, StructuredRewriteGuardrail())
+
+        assert result["input"][0] is web_search_item
+        assert _texts(result["input"][1]) == [COMPRESSED_MARKER]
+        assert _texts(result["input"][2]) == ["What is the codename?"]
+
+    @pytest.mark.asyncio
+    async def test_row_count_change_falls_back_to_full_conversion(self):
+        handler = OpenAIResponsesHandler()
+        data = {
+            "model": "gpt-5.6",
+            "input": [
+                {"role": "developer", "content": "Always answer in French."},
+                {"role": "user", "content": "memo " * 400},
+                {"role": "user", "content": "What is the codename?"},
+            ],
+        }
+
+        result = await handler.process_input_messages(data, DroppingRewriteGuardrail())
+
+        assert len(result["input"]) == 2
+        developer = next(item for item in result["input"] if item.get("role") == "developer")
+        assert developer["content"] == [{"type": "input_text", "text": "Always answer in French."}]
+        assert _texts(next(item for item in result["input"] if item.get("role") == "user")) == [COMPRESSED_MARKER]
+
+    @pytest.mark.asyncio
+    async def test_same_inputs_object_back_keeps_the_text_mapping(self):
+        handler = OpenAIResponsesHandler()
+        original_input = [
+            {"role": "user", "content": "Hello"},
+            {"role": "user", "content": [{"type": "input_text", "text": "Again"}]},
+        ]
+        data = {"model": "gpt-5.6", "input": original_input}
+
+        result = await handler.process_input_messages(data, MockGuardrail())
+
+        assert result["input"] is original_input
+        assert [_texts(item) for item in result["input"]] == [["Hello [GUARDRAILED]"], ["Again [GUARDRAILED]"]]
+
+
+class AllToolOutputsRewriteGuardrail(CustomGuardrail):
+    """Guardrail that compresses every tool-result row."""
+
+    async def apply_guardrail(
+        self,
+        inputs: GenericGuardrailAPIInputs,
+        request_data: dict,
+        input_type: Literal["request", "response"],
+        logging_obj: Optional[Any] = None,
+    ) -> GenericGuardrailAPIInputs:
+        messages = list(inputs.get("structured_messages") or [])
+        rewritten = [
+            {**m, "content": COMPRESSED_MARKER} if isinstance(m, dict) and m.get("role") == "tool" else m
+            for m in messages
+        ]
+        return {**inputs, "structured_messages": rewritten}
+
+
+class AssistantRewriteGuardrail(CustomGuardrail):
+    """Guardrail that rewrites the first assistant row's content."""
+
+    async def apply_guardrail(
+        self,
+        inputs: GenericGuardrailAPIInputs,
+        request_data: dict,
+        input_type: Literal["request", "response"],
+        logging_obj: Optional[Any] = None,
+    ) -> GenericGuardrailAPIInputs:
+        messages = list(inputs.get("structured_messages") or [])
+        first = next(i for i, m in enumerate(messages) if isinstance(m, dict) and m.get("role") == "assistant")
+        rewritten = [{**m, "content": COMPRESSED_MARKER} if i == first else m for i, m in enumerate(messages)]
+        return {**inputs, "structured_messages": rewritten}
+
+
+class DictStructuredMessagesGuardrail(CustomGuardrail):
+    """Guardrail that hands back a raw evaluation dict instead of a message list,
+    the way HiddenLayer v2 does."""
+
+    async def apply_guardrail(
+        self,
+        inputs: GenericGuardrailAPIInputs,
+        request_data: dict,
+        input_type: Literal["request", "response"],
+        logging_obj: Optional[Any] = None,
+    ) -> GenericGuardrailAPIInputs:
+        return {**inputs, "structured_messages": {"evaluation": "allowed", "messages": []}}
+
+
+def _parallel_tool_call_input() -> list:
+    return [
+        {"id": "fc_1", "type": "function_call", "call_id": "call_1", "name": "read_a", "arguments": "{}"},
+        {"id": "fc_2", "type": "function_call", "call_id": "call_2", "name": "read_b", "arguments": "{}"},
+        {"type": "function_call_output", "call_id": "call_1", "output": "memo " * 400},
+        {"type": "function_call_output", "call_id": "call_2", "output": "note " * 400},
+        {"role": "user", "content": "What is the codename?"},
+    ]
+
+
+class TestProvenancePatching:
+    """The O(n) provenance pass must keep patching rewritten rows in place for the
+    shapes real agent loops produce, and fall back safely everywhere else."""
+
+    @pytest.mark.asyncio
+    async def test_parallel_tool_call_outputs_both_patched(self):
+        handler = OpenAIResponsesHandler()
+        raw_input = _parallel_tool_call_input()
+        fc_1, fc_2 = raw_input[0], raw_input[1]
+        data = {"model": "gpt-5.6", "input": raw_input}
+
+        result = await handler.process_input_messages(data, AllToolOutputsRewriteGuardrail())
+
+        assert result["input"][0] is fc_1
+        assert result["input"][1] is fc_2
+        assert result["input"][2] == {"type": "function_call_output", "call_id": "call_1", "output": COMPRESSED_MARKER}
+        assert result["input"][3] == {"type": "function_call_output", "call_id": "call_2", "output": COMPRESSED_MARKER}
+        assert result["input"][4] == {"role": "user", "content": "What is the codename?"}
+
+    @pytest.mark.asyncio
+    async def test_assistant_turn_with_tool_call_keeps_items_verbatim(self):
+        handler = OpenAIResponsesHandler()
+        assistant_item = {"role": "assistant", "content": "Let me read the memo."}
+        function_call_item = {
+            "id": "fc_9",
+            "type": "function_call",
+            "call_id": "call_9",
+            "name": "read_document",
+            "arguments": '{"path": "memo.txt"}',
+        }
+        data = {
+            "model": "gpt-5.6",
+            "input": [
+                assistant_item,
+                function_call_item,
+                {"type": "function_call_output", "call_id": "call_9", "output": "memo " * 400},
+                {"role": "user", "content": "What is the codename?"},
+            ],
+        }
+
+        result = await handler.process_input_messages(data, ToolOutputRewriteGuardrail())
+
+        assert result["input"][0] is assistant_item
+        assert result["input"][1] is function_call_item
+        assert result["input"][2] == {"type": "function_call_output", "call_id": "call_9", "output": COMPRESSED_MARKER}
+
+    @pytest.mark.asyncio
+    async def test_rewrite_of_merged_tool_call_message_falls_back(self):
+        handler = OpenAIResponsesHandler()
+        raw_input = _parallel_tool_call_input()
+        data = {"model": "gpt-5.6", "input": raw_input}
+
+        result = await handler.process_input_messages(data, AssistantRewriteGuardrail())
+
+        assert not any(item is original for item in result["input"] for original in raw_input)
+        assistant_items = [item for item in result["input"] if item.get("role") == "assistant"]
+        assert [_texts(item) for item in assistant_items] == [[COMPRESSED_MARKER]]
+
+    @pytest.mark.asyncio
+    async def test_rewrite_of_lone_function_call_message_falls_back(self):
+        handler = OpenAIResponsesHandler()
+        data = {
+            "model": "gpt-5.6",
+            "input": [
+                {"id": "fc_1", "type": "function_call", "call_id": "call_1", "name": "read_a", "arguments": "{}"},
+                {"type": "function_call_output", "call_id": "call_1", "output": "memo memo"},
+                {"role": "user", "content": "What is the codename?"},
+            ],
+        }
+
+        raw_input = data["input"]
+        result = await handler.process_input_messages(data, AssistantRewriteGuardrail())
+
+        assert not any(item is original for item in result["input"] for original in raw_input)
+        assistant_items = [item for item in result["input"] if item.get("role") == "assistant"]
+        assert [_texts(item) for item in assistant_items] == [[COMPRESSED_MARKER]]
+
+    def test_provenance_bails_on_non_mapping_item(self):
+        from litellm.llms.openai.responses.guardrail_translation.handler import _input_item_provenance
+
+        assert _input_item_provenance(["not a mapping"], []) is None
+
+    def test_provenance_bails_when_expected_messages_disagree(self):
+        from litellm.llms.openai.responses.guardrail_translation.handler import _input_item_provenance
+
+        assert _input_item_provenance([{"role": "user", "content": "hi"}], [{"role": "user", "content": "bye"}]) is None
+
+    def test_provenance_bails_on_unpredicted_merge(self):
+        from litellm.llms.openai.responses.guardrail_translation.handler import _input_item_provenance
+        from litellm.responses.litellm_completion_transformation.transformation import (
+            LiteLLMCompletionResponsesConfig,
+        )
+
+        raw_input = [
+            {"id": "fc_1", "type": "function_call", "call_id": "call_1", "name": "read_a", "arguments": "{}"},
+            {"role": "assistant", "content": "Reading the memo now."},
+        ]
+        expected = LiteLLMCompletionResponsesConfig.transform_responses_api_input_to_messages(
+            input=raw_input, responses_api_request={}
+        )
+        assert len(expected) == 1
+        assert _input_item_provenance(raw_input, expected) is None
+
+    def test_provenance_maps_and_taints_parallel_tool_calls(self):
+        from litellm.llms.openai.responses.guardrail_translation.handler import _input_item_provenance
+        from litellm.responses.litellm_completion_transformation.transformation import (
+            LiteLLMCompletionResponsesConfig,
+        )
+
+        raw_input = _parallel_tool_call_input()
+        expected = LiteLLMCompletionResponsesConfig.transform_responses_api_input_to_messages(
+            input=raw_input, responses_api_request={}
+        )
+        provenance = _input_item_provenance(raw_input, expected)
+        assert provenance is not None
+        item_for_message, tainted = provenance
+        assert tainted == {0}
+        assert dict(item_for_message) == {1: 2, 2: 3, 3: 4}
+
+
+class TestDictStructuredMessagesGuard:
+    """A guardrail handing back a non-list structured_messages payload must not
+    blow up the request; the write-back is skipped instead."""
+
+    @pytest.mark.asyncio
+    async def test_list_input_survives_dict_structured_messages(self):
+        handler = OpenAIResponsesHandler()
+        original_input = [{"role": "user", "content": "Hello"}]
+        data = {"model": "gpt-5.6", "input": original_input}
+
+        result = await handler.process_input_messages(data, DictStructuredMessagesGuardrail())
+
+        assert result["input"] is original_input
+        assert result["input"] == [{"role": "user", "content": "Hello"}]
+
+    @pytest.mark.asyncio
+    async def test_string_input_survives_dict_structured_messages(self):
+        handler = OpenAIResponsesHandler()
+        data = {"model": "gpt-5.6", "input": "Hello there"}
+
+        result = await handler.process_input_messages(data, DictStructuredMessagesGuardrail())
+
+        assert result["input"] == "Hello there"
+
+
+class SystemRewriteGuardrail(CustomGuardrail):
+    """Guardrail that rewrites the system row, the way prompt-hardening guardrails do."""
+
+    def __init__(self, rewritten_content: Any = COMPRESSED_MARKER):
+        super().__init__()
+        self.rewritten_content = rewritten_content
+
+    async def apply_guardrail(
+        self,
+        inputs: GenericGuardrailAPIInputs,
+        request_data: dict,
+        input_type: Literal["request", "response"],
+        logging_obj: Optional[Any] = None,
+    ) -> GenericGuardrailAPIInputs:
+        messages = list(inputs.get("structured_messages") or [])
+        first = next(i for i, m in enumerate(messages) if isinstance(m, dict) and m.get("role") == "system")
+        rewritten = [
+            {**m, "content": self.rewritten_content} if i == first else m for i, m in enumerate(messages)
+        ]
+        return {**inputs, "structured_messages": rewritten}
+
+
+class TestPatchEdgeBranches:
+    @pytest.mark.asyncio
+    async def test_multimodal_user_item_rewritten_through_conversion(self):
+        handler = OpenAIResponsesHandler()
+        data = {
+            "model": "gpt-5.6",
+            "input": [
+                {"role": "user", "content": [{"type": "input_text", "text": "memo " * 400}]},
+                {"role": "user", "content": "What is the codename?"},
+            ],
+        }
+
+        result = await handler.process_input_messages(data, StructuredRewriteGuardrail())
+
+        assert _texts(result["input"][0]) == [COMPRESSED_MARKER]
+        assert result["input"][1] == {"role": "user", "content": "What is the codename?"}
+
+    @pytest.mark.asyncio
+    async def test_instructions_rewrite_lands_in_instructions_field(self):
+        handler = OpenAIResponsesHandler()
+        user_item = {"role": "user", "content": "What is the codename?"}
+        data = {
+            "model": "gpt-5.6",
+            "instructions": "Answer from the memo only.",
+            "input": [user_item],
+        }
+
+        result = await handler.process_input_messages(data, SystemRewriteGuardrail())
+
+        assert result["instructions"] == COMPRESSED_MARKER
+        assert result["input"][0] is user_item
+
+    @pytest.mark.asyncio
+    async def test_non_string_instructions_rewrite_falls_back(self):
+        handler = OpenAIResponsesHandler()
+        user_item = {"role": "user", "content": "What is the codename?"}
+        data = {
+            "model": "gpt-5.6",
+            "instructions": "Answer from the memo only.",
+            "input": [user_item],
+        }
+
+        result = await handler.process_input_messages(
+            data, SystemRewriteGuardrail(rewritten_content=[{"type": "text", "text": COMPRESSED_MARKER}])
+        )
+
+        assert result["input"][0] is not user_item
+
+    @pytest.mark.asyncio
+    async def test_unpredicted_merge_falls_back_through_patch(self):
+        handler = OpenAIResponsesHandler()
+        raw_input = [
+            {"id": "fc_1", "type": "function_call", "call_id": "call_1", "name": "read_a", "arguments": "{}"},
+            {"role": "assistant", "content": "Reading the memo now."},
+            {"type": "function_call_output", "call_id": "call_1", "output": "memo memo"},
+            {"role": "user", "content": "memo " * 400},
+        ]
+        data = {"model": "gpt-5.6", "input": raw_input}
+
+        result = await handler.process_input_messages(data, StructuredRewriteGuardrail())
+
+        assert not any(item is original for item in result["input"] for original in raw_input)
+        user_items = [item for item in result["input"] if item.get("role") == "user"]
+        assert _texts(user_items[0]) == [COMPRESSED_MARKER]
+
+    def test_item_rewrite_field_ignores_non_string_type(self):
+        from litellm.llms.openai.responses.guardrail_translation.handler import _item_rewrite_field
+
+        assert _item_rewrite_field({"type": 123, "content": "hello"}) is None
+
+
+class ToolEditingGuardrail(CustomGuardrail):
+    """Guardrail that rewrites the flattened chat tools it was handed through ``edit``"""
+
+    def __init__(self, edit: Callable[[list[dict]], list[dict]], **kwargs):
+        super().__init__(**kwargs)
+        self.edit = edit
+
+    async def apply_guardrail(
+        self,
+        inputs: GenericGuardrailAPIInputs,
+        request_data: dict,
+        input_type: Literal["request", "response"],
+        logging_obj: Any | None = None,
+    ) -> GenericGuardrailAPIInputs:
+        inputs["tools"] = self.edit(list(inputs.get("tools") or []))
+        return inputs
+
+
+def _codex_request(input_value):
+    """A Responses API request shaped like what the Codex CLI sends when an MCP server is configured"""
+    return {
+        "model": "gpt-5.3-codex",
+        "input": input_value,
+        "tools": [
+            {
+                "type": "function",
+                "name": "get_weather",
+                "description": "Weather lookup",
+                "parameters": {"type": "object", "properties": {"city": {"type": "string"}}},
+                "strict": False,
+            },
+            {
+                "type": "namespace",
+                "name": "mcp__confluence",
+                "description": "Confluence tools",
+                "tools": [
+                    {
+                        "type": "function",
+                        "name": "confluence_get_page",
+                        "description": "Get a page",
+                        "parameters": {"type": "object", "properties": {"id": {"type": "string"}}, "required": ["id"]},
+                        "strict": False,
+                    },
+                    {
+                        "type": "function",
+                        "name": "confluence_search",
+                        "description": "Search pages",
+                        "parameters": {"type": "object", "properties": {"q": {"type": "string"}}},
+                        "strict": False,
+                    },
+                ],
+            },
+            {
+                "type": "custom",
+                "name": "apply_patch",
+                "description": "Apply a patch",
+                "format": {"type": "grammar", "syntax": "lark", "definition": 'start: "x"'},
+            },
+            {"type": "web_search"},
+        ],
+    }
+
+
+def _tool_named(tools, name):
+    return next(tool for tool in tools if tool.get("name") == name)
+
+
+class TestOpenAIResponsesHandlerNamespaceTools:
+    """Codex sends MCP tools as ``namespace`` tools; a guardrail must never flatten them (GH #39183)"""
+
+    @pytest.mark.asyncio
+    @pytest.mark.parametrize(
+        "input_value",
+        ["hi", [{"role": "user", "content": "hi", "type": "message"}]],
+        ids=["string_input", "list_input"],
+    )
+    async def test_pass_through_guardrail_leaves_tools_untouched(self, input_value):
+        data = _codex_request(input_value)
+        expected_tools = copy.deepcopy(data["tools"])
+
+        result = await OpenAIResponsesHandler().process_input_messages(
+            data, MockPassThroughGuardrail(guardrail_name="test")
+        )
+
+        assert result["tools"] == expected_tools
+
+    @pytest.mark.asyncio
+    async def test_appending_guardrail_keeps_namespace_and_adds_tool(self):
+        data = _codex_request("hi")
+        expected_tools = copy.deepcopy(data["tools"])
+
+        result = await OpenAIResponsesHandler().process_input_messages(
+            data, ToolAppendingGuardrail(guardrail_name="test")
+        )
+
+        assert result["tools"][:-1] == expected_tools
+        assert result["tools"][-1]["type"] == "function"
+        assert result["tools"][-1]["name"] == "injected_tool"
+
+    @pytest.mark.asyncio
+    async def test_dropping_one_member_prunes_only_that_member(self):
+        data = _codex_request("hi")
+        expected_tools = copy.deepcopy(data["tools"])
+        guardrail = ToolEditingGuardrail(
+            edit=lambda tools: [t for t in tools if t["function"]["name"] != "mcp__confluence__confluence_search"],
+            guardrail_name="test",
+        )
+
+        result = await OpenAIResponsesHandler().process_input_messages(data, guardrail)
+
+        namespace = _tool_named(result["tools"], "mcp__confluence")
+        assert [member["name"] for member in namespace["tools"]] == ["confluence_get_page"]
+        assert namespace["tools"][0] == expected_tools[1]["tools"][0]
+        assert [t for t in result["tools"] if t is not namespace] == [expected_tools[0], *expected_tools[2:]]
+
+    @pytest.mark.asyncio
+    async def test_editing_a_member_lands_on_that_member_without_the_namespace_prefix(self):
+        data = _codex_request("hi")
+        expected_tools = copy.deepcopy(data["tools"])
+
+        def redact_search(tools):
+            for tool in tools:
+                if tool["function"]["name"] == "mcp__confluence__confluence_search":
+                    tool["function"]["description"] = "Confluence tools\n\nREDACTED"
+            return tools
+
+        result = await OpenAIResponsesHandler().process_input_messages(
+            data, ToolEditingGuardrail(edit=redact_search, guardrail_name="test")
+        )
+
+        namespace = _tool_named(result["tools"], "mcp__confluence")
+        assert namespace["tools"][0] == expected_tools[1]["tools"][0]
+        assert namespace["tools"][1] == {**expected_tools[1]["tools"][1], "description": "REDACTED"}
+        assert {k: v for k, v in namespace.items() if k != "tools"} == {
+            k: v for k, v in expected_tools[1].items() if k != "tools"
+        }
+
+    @pytest.mark.asyncio
+    async def test_dropping_every_member_drops_the_namespace(self):
+        data = _codex_request("hi")
+        expected_tools = copy.deepcopy(data["tools"])
+        guardrail = ToolEditingGuardrail(
+            edit=lambda tools: [t for t in tools if not t["function"]["name"].startswith("mcp__confluence__")],
+            guardrail_name="test",
+        )
+
+        result = await OpenAIResponsesHandler().process_input_messages(data, guardrail)
+
+        assert result["tools"] == [expected_tools[0], *expected_tools[2:]]
+
+    @pytest.mark.asyncio
+    async def test_edited_top_level_function_is_rewritten_in_place(self):
+        data = _codex_request("hi")
+        expected_tools = copy.deepcopy(data["tools"])
+
+        def rename_weather(tools):
+            for tool in tools:
+                if tool["function"]["name"] == "get_weather":
+                    tool["function"]["description"] = "Weather lookup (guarded)"
+            return tools
+
+        result = await OpenAIResponsesHandler().process_input_messages(
+            data, ToolEditingGuardrail(edit=rename_weather, guardrail_name="test")
+        )
+
+        assert result["tools"][0] == {**expected_tools[0], "description": "Weather lookup (guarded)"}
+        assert result["tools"][1:] == expected_tools[1:]
+
+
+class TestOpenAIResponsesHandlerMalformedTools:
+    @pytest.mark.asyncio
+    async def test_request_tools_that_are_not_a_list_never_reach_the_guardrail(self):
+        handler = OpenAIResponsesHandler()
+        seen: list[list[dict]] = []
+
+        def record(tools):
+            seen.append(tools)
+            return tools
+
+        guardrail = ToolEditingGuardrail(edit=record, guardrail_name="test")
+        data = {"input": "hi", "tools": {"type": "function", "name": "get_weather"}}
+
+        result = await handler.process_input_messages(data, guardrail)
+
+        assert seen == [[]]
+        assert result["input"] == "hi"
+
+
+class TestBuildBlockSseChunks:
+    """build_block_sse_chunks turns a streaming ModifyResponseException into 200 SSE events"""
+
+    def _exc(self, original_response=None):
+        from litellm.exceptions import ModifyResponseException
+
+        return ModifyResponseException(
+            message="Blocked by policy.",
+            model="gpt-5.4-mini",
+            request_data={},
+            guardrail_name="test",
+            original_response=original_response,
+        )
+
+    def _payloads(self, chunks):
+        import json
+
+        return [json.loads(chunk.decode().removeprefix("data: ").strip()) for chunk in chunks]
+
+    def test_standalone_block_emits_complete_synthetic_stream(self):
+        handler = OpenAIResponsesHandler()
+        payloads = self._payloads(handler.build_block_sse_chunks(self._exc(), stream_started=False))
+        types = [payload["type"] for payload in payloads]
+        assert types[0] == "response.created"
+        assert types[-1] == "response.completed"
+        completed = payloads[-1]["response"]
+        assert completed["id"].startswith("resp_")
+        assert completed["model"] == "gpt-5.4-mini"
+        assert completed["output"][0]["content"][0]["text"] == "Blocked by policy."
+
+    def test_continuation_appends_item_at_next_output_index_with_real_usage(self):
+        handler = OpenAIResponsesHandler()
+        yielded = [
+            {"type": "response.created", "response": {"id": "resp_live", "model": "gpt-5.4-mini-2026-01-01"}},
+            {"type": "response.output_item.added", "output_index": 2, "item": {"id": "msg_orig"}},
+        ]
+        original = yielded + [
+            {
+                "type": "response.completed",
+                "response": {
+                    "id": "resp_live",
+                    "model": "gpt-5.4-mini-2026-01-01",
+                    "output": [],
+                    "usage": {"input_tokens": 7, "output_tokens": 21, "total_tokens": 28},
+                },
+            }
+        ]
+        payloads = self._payloads(
+            handler.build_block_sse_chunks(
+                self._exc(original_response=original), stream_started=True, responses_so_far=yielded
+            )
+        )
+        types = [payload["type"] for payload in payloads]
+        assert "response.created" not in types
+        assert types[0] == "response.output_item.done"
+        assert payloads[0]["output_index"] == 2
+        assert payloads[0]["item"]["id"] == "msg_orig"
+        assert payloads[0]["item"]["status"] == "completed"
+        assert types[1] == "response.output_item.added"
+        assert payloads[1]["output_index"] == 3
+        completed = payloads[-1]["response"]
+        assert completed["id"] == "resp_live"
+        assert completed["model"] == "gpt-5.4-mini-2026-01-01"
+        assert completed["output"][0]["content"][0]["text"] == "Blocked by policy."
+        assert completed["usage"] == {"input_tokens": 7, "output_tokens": 21, "total_tokens": 28}
+
+    def test_continuation_reads_usage_from_typed_completed_event(self):
+        from litellm.types.llms.openai import (
+            ResponseCompletedEvent,
+            ResponsesAPIResponse,
+            ResponsesAPIStreamEvents,
+        )
+
+        handler = OpenAIResponsesHandler()
+        original = [
+            ResponseCompletedEvent(
+                type=ResponsesAPIStreamEvents.RESPONSE_COMPLETED,
+                response=ResponsesAPIResponse.model_validate(
+                    {
+                        "id": "resp_live",
+                        "created_at": 1,
+                        "model": "gpt-5.4-mini",
+                        "output": [],
+                        "usage": {"input_tokens": 7, "output_tokens": 21, "total_tokens": 28},
+                    }
+                ),
+            )
+        ]
+        payloads = self._payloads(
+            handler.build_block_sse_chunks(
+                self._exc(original_response=original), stream_started=True, responses_so_far=[]
+            )
+        )
+        completed = payloads[-1]["response"]
+        assert completed["usage"]["input_tokens"] == 7
+        assert completed["usage"]["output_tokens"] == 21
+        assert completed["usage"]["total_tokens"] == 28
+
+    def test_continuation_closes_open_item_given_pydantic_events_with_enum_types(self):
+        from litellm.types.llms.openai import (
+            BaseLiteLLMOpenAIResponseObject,
+            ContentPartAddedEvent,
+            OutputItemAddedEvent,
+            OutputTextDeltaEvent,
+            ResponsesAPIStreamEvents,
+        )
+
+        handler = OpenAIResponsesHandler()
+        open_item = GenericResponseOutputItem.model_validate(
+            {"type": "message", "id": "msg_live", "status": "in_progress", "role": "assistant", "content": []}
+        )
+        yielded = [
+            OutputItemAddedEvent(
+                type=ResponsesAPIStreamEvents.OUTPUT_ITEM_ADDED, output_index=0, item=open_item
+            ),
+            ContentPartAddedEvent(
+                type=ResponsesAPIStreamEvents.CONTENT_PART_ADDED,
+                item_id="msg_live",
+                output_index=0,
+                content_index=0,
+                part=BaseLiteLLMOpenAIResponseObject.model_validate(
+                    {"type": "output_text", "text": "", "annotations": []}
+                ),
+            ),
+            OutputTextDeltaEvent(
+                type=ResponsesAPIStreamEvents.OUTPUT_TEXT_DELTA,
+                item_id="msg_live",
+                output_index=0,
+                content_index=0,
+                delta="partial ",
+            ),
+            OutputTextDeltaEvent(
+                type=ResponsesAPIStreamEvents.OUTPUT_TEXT_DELTA,
+                item_id="msg_live",
+                output_index=0,
+                content_index=0,
+                delta="text",
+            ),
+        ]
+        payloads = self._payloads(
+            handler.build_block_sse_chunks(
+                self._exc(original_response=yielded), stream_started=True, responses_so_far=yielded
+            )
+        )
+        types = [payload["type"] for payload in payloads]
+        assert types[:3] == [
+            "response.output_text.done",
+            "response.content_part.done",
+            "response.output_item.done",
+        ]
+        assert payloads[0]["text"] == "partial text"
+        assert payloads[2]["item"]["id"] == "msg_live"
+        assert payloads[2]["item"]["status"] == "completed"
+        assert payloads[2]["item"]["content"][0]["text"] == "partial text"
+        assert types[3] == "response.output_item.added"
+        assert payloads[3]["output_index"] == 1
+
+    def test_continuation_closes_open_function_call_as_incomplete(self):
+        handler = OpenAIResponsesHandler()
+        yielded = [
+            {"type": "response.created", "response": {"id": "resp_live", "model": "gpt-5.4-mini"}},
+            {
+                "type": "response.output_item.added",
+                "output_index": 0,
+                "item": {
+                    "id": "fc_live",
+                    "type": "function_call",
+                    "status": "in_progress",
+                    "call_id": "call_1",
+                    "name": "run_payment",
+                    "arguments": "",
+                },
+            },
+            {
+                "type": "response.function_call_arguments.delta",
+                "item_id": "fc_live",
+                "output_index": 0,
+                "delta": '{"amount": 100}',
+            },
+        ]
+        payloads = self._payloads(
+            handler.build_block_sse_chunks(
+                self._exc(original_response=yielded), stream_started=True, responses_so_far=yielded
+            )
+        )
+        types = [payload["type"] for payload in payloads]
+        assert types[0] == "response.output_item.done"
+        closed = payloads[0]["item"]
+        assert closed["id"] == "fc_live"
+        assert closed["type"] == "function_call"
+        assert closed["status"] == "incomplete"
+        assert closed["name"] == "run_payment"
+        assert "content" not in closed
+        assert types[1] == "response.output_item.added"
+        assert payloads[1]["output_index"] == 1
+        assert types[-1] == "response.completed"
+
+    def test_continuation_without_open_item_emits_no_closing_events(self):
+        handler = OpenAIResponsesHandler()
+        yielded = [
+            {"type": "response.created", "response": {"id": "resp_live", "model": "gpt-5.4-mini"}},
+            {"type": "response.in_progress", "response": {"id": "resp_live"}},
+        ]
+        payloads = self._payloads(
+            handler.build_block_sse_chunks(
+                self._exc(original_response=yielded), stream_started=True, responses_so_far=yielded
+            )
+        )
+        types = [payload["type"] for payload in payloads]
+        assert types[0] == "response.output_item.added"
+        assert types[-1] == "response.completed"
+        dones = [payload for payload in payloads if payload["type"] == "response.output_item.done"]
+        assert len(dones) == 1
+        assert dones[0]["item"]["content"][0]["text"] == "Blocked by policy."
+
+
+class TestOpenAIResponsesHandlerStreamingScanKey:
+    """get_streaming_scan_key mirrors what process_output_streaming_response would scan"""
+
+    @staticmethod
+    def _delta(sequence_number, text):
+        return {
+            "type": "response.output_text.delta",
+            "sequence_number": sequence_number,
+            "item_id": "msg_1",
+            "output_index": 0,
+            "content_index": 0,
+            "delta": text,
+        }
+
+    def test_no_events_yields_no_key(self):
+        assert OpenAIResponsesHandler().get_streaming_scan_key([]) is None
+
+    def test_key_accumulates_deltas_while_the_stream_is_open(self):
+        from litellm.llms.base_llm.guardrail_translation.base_translation import StreamingScanKey
+
+        key = OpenAIResponsesHandler().get_streaming_scan_key([self._delta(0, "hel"), self._delta(1, "lo")])
+        assert key == StreamingScanKey(texts=("hello",))
+
+    def test_typed_delta_events_accumulate_like_dicts(self):
+        from litellm.types.llms.openai import OutputTextDeltaEvent
+
+        events = [
+            OutputTextDeltaEvent(
+                type="response.output_text.delta",
+                item_id="msg_1",
+                output_index=0,
+                content_index=0,
+                delta=text,
+                sequence_number=i,
+            )
+            for i, text in enumerate(("hel", "lo"))
+        ]
+        key = OpenAIResponsesHandler().get_streaming_scan_key(events)
+        assert key.texts == ("hello",)
+        assert key.stream_ended is False
+
+    def test_events_without_text_leave_the_key_unchanged(self):
+        handler = OpenAIResponsesHandler()
+        events = [self._delta(0, "hi")]
+        quiet = events + [{"type": "response.in_progress", "sequence_number": 1}]
+        assert handler.get_streaming_scan_key(quiet) == handler.get_streaming_scan_key(events)
+
+    @staticmethod
+    def _completed(sequence_number, output):
+        return {"type": "response.completed", "sequence_number": sequence_number, "response": {"output": output}}
+
+    def test_completed_event_keys_on_the_final_output_text(self):
+        handler = OpenAIResponsesHandler()
+        message = {"type": "message", "content": [{"type": "output_text", "text": "hi"}]}
+        open_key = handler.get_streaming_scan_key([self._delta(0, "hi")])
+        ended_key = handler.get_streaming_scan_key([self._delta(0, "hi"), self._completed(1, [message])])
+        assert ended_key.stream_ended is True
+        assert ended_key == open_key
+
+    def test_completed_event_with_a_function_call_changes_the_key(self):
+        handler = OpenAIResponsesHandler()
+        message = {"type": "message", "content": [{"type": "output_text", "text": "hi"}]}
+        function_call = {"type": "function_call", "call_id": "call_1", "name": "get_weather", "arguments": "{}"}
+        open_key = handler.get_streaming_scan_key([self._delta(0, "hi")])
+        ended_key = handler.get_streaming_scan_key([self._delta(0, "hi"), self._completed(1, [message, function_call])])
+        assert ended_key.texts == ("hi",)
+        assert len(ended_key.tool_calls) == 1 and "get_weather" in ended_key.tool_calls[0]
+        assert ended_key != open_key
+
+    def test_completed_event_reads_every_output_text_part(self):
+        from litellm.types.responses.main import GenericResponseOutputItem, OutputText
+
+        item = GenericResponseOutputItem(
+            type="message",
+            id="msg_1",
+            status="completed",
+            role="assistant",
+            content=[
+                OutputText(type="output_text", text="one", annotations=[]),
+                OutputText(type="output_text", text="two", annotations=[]),
+            ],
+        )
+        key = OpenAIResponsesHandler().get_streaming_scan_key([self._completed(0, [item])])
+        assert key.texts == ("one", "two")
+
+    def test_output_item_done_round_is_never_deduped(self):
+        done = {"type": "response.output_item.done", "sequence_number": 1, "item": {"type": "function_call"}}
+        assert OpenAIResponsesHandler().get_streaming_scan_key([self._delta(0, "hi"), done]) is None
diff --git a/tests/test_litellm/llms/openai/responses/test_openai_responses_guardrail_tool_merge.py b/tests/test_litellm/llms/openai/responses/test_openai_responses_guardrail_tool_merge.py
new file mode 100644
index 00000000000..9c236d81f51
--- /dev/null
+++ b/tests/test_litellm/llms/openai/responses/test_openai_responses_guardrail_tool_merge.py
@@ -0,0 +1,198 @@
+"""
+Unit tests for merge_guardrailed_tools, which writes guardrail-returned chat tools back onto the
+Responses API request tools they were flattened from
+"""
+
+import copy
+
+from litellm.llms.openai.responses.guardrail_translation.tool_merge import merge_guardrailed_tools
+from litellm.responses.litellm_completion_transformation.transformation import (
+    LiteLLMCompletionResponsesConfig,
+)
+from litellm.types.proxy.guardrails.guardrail_hooks.generic_guardrail_api import GuardrailToolParam
+
+
+def _groups(tools):
+    return [form.chat_tools for form in LiteLLMCompletionResponsesConfig.responses_tools_to_chat_forms(tools)]
+
+
+def _flat(groups):
+    return [chat_tool for group in groups for chat_tool in group]
+
+
+def _function(name, description=""):
+    return {"type": "function", "name": name, "description": description, "parameters": {"type": "object"}}
+
+
+def test_unchanged_tools_come_back_as_the_original_objects():
+    original = [
+        _function("a"),
+        {"type": "namespace", "name": "ns", "description": "NS", "tools": [_function("x"), _function("y")]},
+        {"type": "mcp", "server_label": "deepwiki", "server_url": "https://mcp.deepwiki.com/mcp"},
+        {"type": "web_search"},
+    ]
+    groups = _groups(original)
+
+    merged = merge_guardrailed_tools(original, groups, _flat(groups))
+
+    assert list(merged) == original
+    assert all(merged_tool is original_tool for merged_tool, original_tool in zip(merged, original))
+
+
+def test_guardrail_reordering_unchanged_tools_keeps_request_order():
+    original = [_function("a"), {"type": "namespace", "name": "ns", "tools": [_function("x")]}, {"type": "web_search"}]
+    groups = _groups(original)
+
+    merged = merge_guardrailed_tools(original, groups, list(reversed(_flat(groups))))
+
+    assert list(merged) == original
+
+
+def test_duplicate_function_names_are_matched_by_ordinal():
+    original = [_function("dup", "first"), _function("dup", "second")]
+    groups = _groups(original)
+
+    merged = merge_guardrailed_tools(original, groups, _flat(groups)[:1])
+
+    assert list(merged) == [original[0]]
+
+
+def test_interleaved_duplicate_names_keep_their_own_ordinals():
+    original = [
+        _function("dup", "a"),
+        _function("other", "x"),
+        _function("dup", "b"),
+        _function("dup", "c"),
+        _function("other", "y"),
+    ]
+    groups = _groups(original)
+    flat = _flat(groups)
+    edited = {**flat[3], "function": {**flat[3]["function"], "description": "changed"}}
+
+    merged = merge_guardrailed_tools(original, groups, [*flat[:3], edited, flat[4]])
+
+    assert list(merged) == [*original[:3], {**_function("dup", "changed"), "strict": False}, original[4]]
+    assert all(merged[position] is original[position] for position in (0, 1, 2, 4))
+
+
+def test_edited_mcp_tool_is_rewritten():
+    original = [{"type": "mcp", "server_label": "deepwiki", "server_url": "https://mcp.deepwiki.com/mcp"}]
+    groups = _groups(original)
+    edited = [{**groups[0][0], "allowed_tools": ["read_wiki_structure"]}]
+
+    merged = merge_guardrailed_tools(original, groups, edited)
+
+    assert list(merged) == edited
+
+
+def test_injected_tool_lands_after_the_request_tools_when_request_had_none():
+    injected = {"type": "function", "function": {"name": "b", "description": "d", "parameters": {"type": "object"}}}
+
+    merged = merge_guardrailed_tools([], [], [injected])
+
+    assert list(merged) == [
+        {"type": "function", "name": "b", "description": "d", "parameters": {"type": "object"}, "strict": False}
+    ]
+
+
+def test_empty_guardrail_output_keeps_only_tools_never_sent_to_the_guardrail():
+    original = [_function("a"), {"type": "web_search"}, {"type": "namespace", "name": "ns", "tools": [_function("x")]}]
+
+    merged = merge_guardrailed_tools(original, _groups(original), [])
+
+    assert list(merged) == [{"type": "web_search"}]
+
+
+def test_member_edit_strips_only_the_namespace_description_prefix():
+    original = [{"type": "namespace", "name": "ns", "description": "NS", "tools": [_function("x", "X doc")]}]
+    groups = _groups(original)
+    assert groups[0][0]["function"]["description"] == "NS\n\nX doc"
+    edited = [{**groups[0][0], "function": {**groups[0][0]["function"], "description": "NS\n\nX doc (guarded)"}}]
+
+    merged = merge_guardrailed_tools(original, groups, edited)
+
+    assert list(merged) == [
+        {"type": "namespace", "name": "ns", "description": "NS", "tools": [_function("x", "X doc (guarded)")]}
+    ]
+
+
+def test_namespace_keeps_a_non_function_member_when_a_function_member_is_edited():
+    custom_member = {"type": "custom", "name": "grep", "description": "Grep", "format": {"type": "text"}}
+    original = [
+        {"type": "namespace", "name": "ns", "description": "NS", "tools": [_function("read", "Read"), custom_member]}
+    ]
+    groups = _groups(original)
+    edited = copy.deepcopy(_flat(groups))
+    edited[0]["function"]["description"] = "NS\n\nEDITED"
+
+    merged = merge_guardrailed_tools(original, groups, edited)
+
+    assert len(merged) == 1
+    assert [member["name"] for member in merged[0]["tools"]] == ["read", "grep"]
+    assert merged[0]["tools"][0]["description"] == "EDITED"
+    assert merged[0]["tools"][1] == custom_member
+
+
+def test_namespace_keeps_its_non_function_members_when_every_function_member_is_dropped():
+    custom_member = {"type": "custom", "name": "grep", "description": "Grep", "format": {"type": "text"}}
+    original = [
+        {"type": "namespace", "name": "ns", "description": "NS", "tools": [_function("read"), custom_member]},
+        _function("a"),
+    ]
+    groups = _groups(original)
+
+    merged = merge_guardrailed_tools(original, groups, [groups[1][0]])
+
+    assert list(merged) == [{"type": "namespace", "name": "ns", "description": "NS", "tools": [custom_member]}, _function("a")]
+
+
+def test_member_extras_edited_by_the_guardrail_land_on_that_member():
+    original = [{"type": "namespace", "name": "ns", "tools": [_function("read")]}]
+    groups = _groups(original)
+    edited = copy.deepcopy(_flat(groups))
+    edited[0]["cache_control"] = {"type": "ephemeral"}
+
+    merged = merge_guardrailed_tools(original, groups, edited)
+
+    assert merged[0]["tools"][0]["cache_control"] == {"type": "ephemeral"}
+    assert merged[0]["tools"][0]["name"] == "read"
+
+
+def test_guardrail_output_is_read_once():
+    original = [_function("a"), {"type": "namespace", "name": "ns", "tools": [_function("x")]}]
+    groups = _groups(original)
+
+    merged = merge_guardrailed_tools(original, groups, (chat_tool for chat_tool in _flat(groups)))
+
+    assert list(merged) == original
+
+
+def test_pydantic_guardrail_tools_round_trip_like_dicts():
+    original = [_function("a"), {"type": "namespace", "name": "ns", "tools": [_function("x", "X doc")]}]
+    groups = _groups(original)
+    models = [GuardrailToolParam.model_validate(chat_tool) for chat_tool in _flat(groups)]
+
+    merged = merge_guardrailed_tools(original, groups, models)
+
+    assert list(merged) == original
+    assert all(merged_tool is original_tool for merged_tool, original_tool in zip(merged, original))
+
+
+def test_pydantic_guardrail_edit_lands_on_the_member():
+    original = [{"type": "namespace", "name": "ns", "tools": [_function("x", "X doc")]}]
+    groups = _groups(original)
+    edited = copy.deepcopy(_flat(groups))
+    edited[0]["function"]["description"] = "EDITED"
+
+    merged = merge_guardrailed_tools(original, groups, [GuardrailToolParam.model_validate(edited[0])])
+
+    assert list(merged) == [{"type": "namespace", "name": "ns", "tools": [_function("x", "EDITED")]}]
+
+
+def test_non_object_guardrail_items_are_dropped():
+    original = [_function("a")]
+    groups = _groups(original)
+
+    merged = merge_guardrailed_tools(original, groups, [*_flat(groups), "junk", None])
+
+    assert list(merged) == original
diff --git a/tests/test_litellm/llms/openai/test_openai.py b/tests/test_litellm/llms/openai/test_openai.py
new file mode 100644
index 00000000000..136b837f191
--- /dev/null
+++ b/tests/test_litellm/llms/openai/test_openai.py
@@ -0,0 +1,52 @@
+import pytest
+
+from litellm.llms.openai.openai import OpenAIChatCompletion
+
+
+@pytest.mark.parametrize(
+    "api_base",
+    [
+        None,
+        "https://api.openai.com/v1",
+        "https://api.openai.com:443/v1",
+        "https://southcentralus.privatelink.api.openai.com/v1",
+        "https://eu.api.openai.com/v1",
+        "https://us.api.openai.com/v1",
+        "HTTPS://API.OPENAI.COM/v1/",
+    ],
+)
+def test_get_stream_options_defaults_include_usage_on_every_openai_backed_host(api_base):
+    """
+    PrivateLink and regional hostnames reach the real OpenAI backend, so a stream with no caller
+    stream_options must ask for the usage chunk exactly as the default base does. Regression guard
+    for LIT-6875: spend for those deployments fell back to local token counting.
+    """
+    assert OpenAIChatCompletion().get_stream_options(stream_options=None, api_base=api_base) == {
+        "stream_options": {"include_usage": True}
+    }
+
+
+@pytest.mark.parametrize(
+    "api_base",
+    [
+        "https://my-gateway.example/v1",
+        "https://api.openai.com.evil.example/v1",
+        "https://notapi.openai.com/v1",
+        "https://gateway.example/v1?upstream=api.openai.com",
+        "https://openai.internal.example/api.openai.com/v1",
+    ],
+)
+def test_get_stream_options_leaves_foreign_hosts_without_a_usage_default(api_base):
+    """Only the host decides: an OpenAI-compatible backend elsewhere may not support stream_options at all."""
+    assert OpenAIChatCompletion().get_stream_options(stream_options=None, api_base=api_base) == {}
+
+
+@pytest.mark.parametrize(
+    "api_base",
+    ["https://southcentralus.privatelink.api.openai.com/v1", "https://my-gateway.example/v1"],
+)
+def test_get_stream_options_passes_caller_stream_options_through_on_any_host(api_base):
+    caller_options = {"include_usage": False}
+    assert OpenAIChatCompletion().get_stream_options(stream_options=caller_options, api_base=api_base) == {
+        "stream_options": caller_options
+    }
diff --git a/tests/test_litellm/llms/openai/test_openai_common_utils.py b/tests/test_litellm/llms/openai/test_openai_common_utils.py
index 3ae29e411e8..d3c21c5bd5a 100644
--- a/tests/test_litellm/llms/openai/test_openai_common_utils.py
+++ b/tests/test_litellm/llms/openai/test_openai_common_utils.py
@@ -7,7 +7,7 @@ import pytest
 
 import litellm
 from litellm.litellm_core_utils.token_counter import token_counter
-from litellm.llms.openai.common_utils import BaseOpenAILLM
+from litellm.llms.openai.common_utils import BaseOpenAILLM, is_openai_backed_api_base
 
 # Test parameters for different API functions
 API_FUNCTION_PARAMS = [
@@ -392,3 +392,22 @@ async def test_async_genuine_bad_request_still_raises(provider, stream):
 
     with pytest.raises(litellm.BadRequestError):
         await _call_and_drain()
+
+
+@pytest.mark.parametrize(
+    ("api_base", "expected"),
+    [
+        ("https://api.openai.com/v1", True),
+        ("https://api.openai.com:443/v1/", True),
+        ("https://southcentralus.privatelink.api.openai.com/v1", True),
+        ("https://eu.api.openai.com/v1", True),
+        ("HTTPS://API.OPENAI.COM/v1", True),
+        ("https://my-gateway.example/v1", False),
+        ("https://api.openai.com.evil.example/v1", False),
+        ("https://notapi.openai.com/v1", False),
+        ("https://gateway.example/v1?upstream=api.openai.com", False),
+        ("not a url", False),
+    ],
+)
+def test_is_openai_backed_api_base_decides_by_hostname_only(api_base, expected):
+    assert is_openai_backed_api_base(api_base) is expected
diff --git a/tests/test_litellm/llms/openai_like/messages/test_openai_like_anthropic_messages_transformation.py b/tests/test_litellm/llms/openai_like/messages/test_openai_like_anthropic_messages_transformation.py
index 9a6a039a470..67a56fdcd79 100644
--- a/tests/test_litellm/llms/openai_like/messages/test_openai_like_anthropic_messages_transformation.py
+++ b/tests/test_litellm/llms/openai_like/messages/test_openai_like_anthropic_messages_transformation.py
@@ -318,3 +318,203 @@ def test_json_provider_messages_config_probes_capabilities_under_provider_slug()
     )
     assert JSONProviderAnthropicMessagesConfig(provider).custom_llm_provider == "exampleprovider"
     assert OpenAILikeAnthropicMessagesConfig().custom_llm_provider == "anthropic"
+
+
+def _cache_control_request_params() -> tuple[list, dict]:
+    messages = [
+        {
+            "role": "user",
+            "content": [
+                {
+                    "type": "text",
+                    "text": "write a regex for a US phone number",
+                    "cache_control": {"type": "ephemeral", "ttl": "1h"},
+                }
+            ],
+        }
+    ]
+    optional_params = {
+        "max_tokens": 256,
+        "system": [
+            {
+                "type": "text",
+                "text": "You are Claude Code.",
+                "cache_control": {"type": "ephemeral", "ttl": "5m"},
+            }
+        ],
+        "tools": [
+            {
+                "name": "lookup",
+                "input_schema": {"type": "object"},
+                "cache_control": {"type": "ephemeral", "ttl": "1h"},
+            }
+        ],
+    }
+    return messages, optional_params
+
+
+def test_request_strips_cache_control_ttl_everywhere(config):
+    """Regression: Claude Code always sends ``cache_control: {type: ephemeral,
+    ttl: 1h}``, and strict non-Anthropic /v1/messages validators 400 the whole
+    request on the ttl extension (``cache_control.ttl: 1h is not supported``)."""
+    messages, optional_params = _cache_control_request_params()
+
+    payload = config.transform_anthropic_messages_request(
+        model="some-model",
+        messages=messages,
+        anthropic_messages_optional_request_params=optional_params,
+        litellm_params=GenericLiteLLMParams(),
+        headers={},
+    )
+
+    assert payload["messages"][0]["content"][0]["cache_control"] == {"type": "ephemeral"}
+    assert payload["system"][0]["cache_control"] == {"type": "ephemeral"}
+    assert payload["tools"][0]["cache_control"] == {"type": "ephemeral"}
+    assert messages[0]["content"][0]["cache_control"] == {"type": "ephemeral", "ttl": "1h"}
+
+
+def test_request_defaults_missing_cache_control_type_and_drops_non_dict(config):
+    payload = config.transform_anthropic_messages_request(
+        model="some-model",
+        messages=[
+            {
+                "role": "user",
+                "content": [
+                    {"type": "text", "text": "a", "cache_control": {"ttl": "1h"}},
+                    {"type": "text", "text": "b", "cache_control": None},
+                ],
+            }
+        ],
+        anthropic_messages_optional_request_params={"max_tokens": 64},
+        litellm_params=GenericLiteLLMParams(),
+        headers={},
+    )
+
+    blocks = payload["messages"][0]["content"]
+    assert blocks[0]["cache_control"] == {"type": "ephemeral"}
+    assert "cache_control" not in blocks[1]
+
+
+def test_native_anthropic_config_keeps_cache_control_ttl():
+    """Anthropic itself accepts ttl, so the normalization must stay scoped to
+    the OpenAI-like passthrough and never reach the native Anthropic path."""
+    from litellm.llms.anthropic.experimental_pass_through.messages.transformation import (
+        AnthropicMessagesConfig,
+    )
+
+    messages, optional_params = _cache_control_request_params()
+    payload = AnthropicMessagesConfig().transform_anthropic_messages_request(
+        model="claude-sonnet-4-20250514",
+        messages=messages,
+        anthropic_messages_optional_request_params=optional_params,
+        litellm_params=GenericLiteLLMParams(),
+        headers={},
+    )
+
+    assert payload["messages"][0]["content"][0]["cache_control"] == {"type": "ephemeral", "ttl": "1h"}
+    assert payload["system"][0]["cache_control"] == {"type": "ephemeral", "ttl": "5m"}
+
+
+def test_deployment_opt_in_keeps_cache_control_ttl():
+    config = OpenAILikeAnthropicMessagesConfig(cache_control_ttl=True)
+    payload = config.transform_anthropic_messages_request(
+        model="some-model",
+        messages=[
+            {
+                "role": "user",
+                "content": [{"type": "text", "text": "hi", "cache_control": {"type": "ephemeral", "ttl": "1h"}}],
+            }
+        ],
+        anthropic_messages_optional_request_params={"max_tokens": 16},
+        litellm_params=GenericLiteLLMParams(),
+        headers={},
+    )
+    assert payload["messages"][0]["content"][0]["cache_control"] == {"type": "ephemeral", "ttl": "1h"}
+
+
+def test_json_provider_constraint_opts_into_cache_control_ttl():
+    from litellm.llms.openai_like.json_loader import SimpleProviderConfig
+    from litellm.llms.openai_like.messages.transformation import (
+        JSONProviderAnthropicMessagesConfig,
+    )
+
+    base_data = {"base_url": "https://api.example.com/v1", "api_key_env": "EXAMPLE_API_KEY"}
+    strict = JSONProviderAnthropicMessagesConfig(SimpleProviderConfig(slug="strictprov", data=base_data))
+    lenient = JSONProviderAnthropicMessagesConfig(
+        SimpleProviderConfig(slug="lenientprov", data={**base_data, "constraints": {"cache_control_ttl": True}})
+    )
+
+    def transform(provider_config):
+        messages, optional_params = _cache_control_request_params()
+        return provider_config.transform_anthropic_messages_request(
+            model="some-model",
+            messages=messages,
+            anthropic_messages_optional_request_params=optional_params,
+            litellm_params=GenericLiteLLMParams(),
+            headers={},
+        )
+
+    assert transform(strict)["messages"][0]["content"][0]["cache_control"] == {"type": "ephemeral"}
+    assert transform(lenient)["messages"][0]["content"][0]["cache_control"] == {"type": "ephemeral", "ttl": "1h"}
+
+
+def test_request_strips_ttl_only_where_the_messages_api_defines_cache_control(config):
+    """Regression: the sanitizer must only touch ``cache_control`` where the
+    Messages API defines it (request, system, tools, content blocks, tool_result
+    content), never application data such as ``tool_use.input`` or a tool's
+    ``input_schema`` that happens to contain a ``cache_control`` key."""
+    tool_input = {"cache_control": {"type": "ephemeral", "ttl": "1h"}, "query": "x"}
+    input_schema = {
+        "type": "object",
+        "properties": {"cache_control": {"type": "string", "ttl": "1h"}},
+    }
+    messages = [
+        {
+            "role": "assistant",
+            "content": [{"type": "tool_use", "id": "toolu_1", "name": "lookup", "input": tool_input}],
+        },
+        {
+            "role": "user",
+            "content": [
+                {
+                    "type": "tool_result",
+                    "tool_use_id": "toolu_1",
+                    "cache_control": {"type": "ephemeral", "ttl": "1h"},
+                    "content": [
+                        {"type": "text", "text": "result", "cache_control": {"type": "ephemeral", "ttl": "1h"}}
+                    ],
+                },
+                {"type": "text", "text": "plain string content stays", "cache_control": {"ttl": "1h"}},
+            ],
+        },
+        {"role": "user", "content": "a plain string message"},
+    ]
+    optional_params = {
+        "max_tokens": 64,
+        "cache_control": {"type": "ephemeral", "ttl": "1h"},
+        "tools": [
+            {
+                "name": "lookup",
+                "input_schema": input_schema,
+                "cache_control": {"type": "ephemeral", "ttl": "1h"},
+            }
+        ],
+    }
+
+    payload = config.transform_anthropic_messages_request(
+        model="some-model",
+        messages=messages,
+        anthropic_messages_optional_request_params=optional_params,
+        litellm_params=GenericLiteLLMParams(),
+        headers={},
+    )
+
+    assert payload["cache_control"] == {"type": "ephemeral"}
+    assert payload["tools"][0]["cache_control"] == {"type": "ephemeral"}
+    assert payload["tools"][0]["input_schema"] == input_schema
+    assert payload["messages"][0]["content"][0]["input"] == tool_input
+    tool_result = payload["messages"][1]["content"][0]
+    assert tool_result["cache_control"] == {"type": "ephemeral"}
+    assert tool_result["content"][0]["cache_control"] == {"type": "ephemeral"}
+    assert payload["messages"][1]["content"][1]["cache_control"] == {"type": "ephemeral"}
+    assert payload["messages"][2] == {"role": "user", "content": "a plain string message"}
diff --git a/tests/test_litellm/llms/parallel_ai/test_parallel_ai_search.py b/tests/test_litellm/llms/parallel_ai/test_parallel_ai_search.py
index 8a9ae4dae6d..62b4d003b45 100644
--- a/tests/test_litellm/llms/parallel_ai/test_parallel_ai_search.py
+++ b/tests/test_litellm/llms/parallel_ai/test_parallel_ai_search.py
@@ -2,6 +2,7 @@
 Tests for Parallel AI Search API integration (v1 endpoint).
 """
 
+import json
 from unittest.mock import AsyncMock, MagicMock, patch
 
 import pytest
@@ -30,13 +31,41 @@ MOCK_V1_RESPONSE = {
 }
 
 
-def _mock_response():
+def _mock_response(payload=None):
     mock_response = MagicMock()
     mock_response.status_code = 200
-    mock_response.json.return_value = MOCK_V1_RESPONSE
+    mock_response.json.return_value = payload if payload is not None else MOCK_V1_RESPONSE
     return mock_response
 
 
+@pytest.fixture
+def httpx_transport(monkeypatch):
+    monkeypatch.setattr(  # test-quality-ok: respx needs HTTPX enabled to fake the provider HTTP boundary.
+        litellm,
+        "disable_aiohttp_transport",
+        True,
+    )
+    litellm.in_memory_llm_clients_cache.flush_cache()
+    yield
+    litellm.in_memory_llm_clients_cache.flush_cache()
+
+
+@pytest.fixture
+def bundled_cost_map(monkeypatch):
+    """Price lookups against the bundled cost map.
+
+    litellm caches model-info lookups, so swapping ``model_cost`` only takes
+    effect once those caches are invalidated -- on the way in and back out.
+    """
+    from litellm.utils import _invalidate_model_cost_lowercase_map
+
+    monkeypatch.setattr(litellm, "model_cost", litellm.get_model_cost_map(url=""))
+    _invalidate_model_cost_lowercase_map()
+    yield
+    monkeypatch.undo()
+    _invalidate_model_cost_lowercase_map()
+
+
 class TestParallelAISearch:
     @pytest.fixture(autouse=True)
     def _set_api_key(self, monkeypatch):
@@ -135,9 +164,7 @@ class TestParallelAISearch:
             json_data = mock_post.call_args.kwargs.get("json")
             assert json_data["mode"] == "basic"
 
-    @pytest.mark.parametrize(
-        "processor,expected_mode", [("base", "basic"), ("pro", "advanced")]
-    )
+    @pytest.mark.parametrize("processor,expected_mode", [("base", "basic"), ("pro", "advanced")])
     @pytest.mark.asyncio
     async def test_legacy_processor_maps_to_mode(self, processor, expected_mode):
         with patch(
@@ -222,9 +249,7 @@ class TestParallelAISearch:
                 "arxiv.org",
                 "nature.com",
             ]
-            assert advanced_settings["source_policy"]["exclude_domains"] == [
-                "reddit.com"
-            ]
+            assert advanced_settings["source_policy"]["exclude_domains"] == ["reddit.com"]
             assert advanced_settings["excerpt_settings"]["max_chars_per_result"] == 1500
 
             assert "max_results" not in json_data
@@ -306,10 +331,7 @@ class TestParallelAISearch:
             )
 
             call_args = mock_post.call_args
-            assert (
-                call_args.kwargs["url"]
-                == "https://proxy.internal.example.com/v1/search"
-            )
+            assert call_args.kwargs["url"] == "https://proxy.internal.example.com/v1/search"
 
     @pytest.mark.asyncio
     async def test_caller_api_base_without_key_is_refused(self, monkeypatch):
@@ -338,3 +360,147 @@ class TestParallelAISearch:
                 query="AI developments",
                 search_provider="parallel_ai",
             )
+
+    @pytest.mark.asyncio
+    async def test_flat_source_and_fetch_params_nest_under_advanced_settings(self, respx_mock, httpx_transport):
+        route = respx_mock.post("https://api.parallel.ai/v1/search").respond(json=MOCK_V1_RESPONSE)
+
+        await litellm.asearch(
+            query="AI developments",
+            search_provider="parallel_ai",
+            objective="find peer-reviewed AI research",
+            include_domains=["arxiv.org"],
+            after_date="2026-01-01",
+            location="gb",
+            fetch_policy={"max_age_seconds": 600, "disable_cache_fallback": True},
+            client_model="claude-fable-5",
+        )
+
+        json_data = json.loads(route.calls[0].request.content)
+        assert json_data["objective"] == "find peer-reviewed AI research"
+        assert json_data["client_model"] == "claude-fable-5"
+
+        advanced_settings = json_data["advanced_settings"]
+        assert advanced_settings["location"] == "gb"
+        assert advanced_settings["fetch_policy"] == {
+            "max_age_seconds": 600,
+            "disable_cache_fallback": True,
+        }
+        assert advanced_settings["source_policy"]["include_domains"] == ["arxiv.org"]
+        assert advanced_settings["source_policy"]["after_date"] == "2026-01-01"
+
+        assert "include_domains" not in json_data
+        assert "after_date" not in json_data
+        assert "location" not in json_data
+        assert "fetch_policy" not in json_data
+
+    @pytest.mark.asyncio
+    async def test_response_preserves_raw_parallel_fields(self, respx_mock, httpx_transport):
+        respx_mock.post("https://api.parallel.ai/v1/search").respond(json=MOCK_V1_RESPONSE)
+
+        response = await litellm.asearch(
+            query="AI developments",
+            search_provider="parallel_ai",
+        )
+
+        dumped = response.model_dump()
+        assert dumped["search_id"] == "search_abc123"
+        assert dumped["session_id"] == "session_xyz"
+        assert dumped["parallel_usage"] == [{"name": "search_advanced", "count": 1}]
+
+        first = response.results[0].model_dump()
+        assert first["excerpts"] == ["First excerpt.", "Second excerpt."]
+
+    @pytest.mark.asyncio
+    async def test_response_normalizes_null_result_fields(self, respx_mock, httpx_transport):
+        response_payload = {
+            **MOCK_V1_RESPONSE,
+            "results": [{"url": None, "title": None, "publish_date": None, "excerpts": None}],
+        }
+        respx_mock.post("https://api.parallel.ai/v1/search").respond(json=response_payload)
+
+        response = await litellm.asearch(
+            query="AI developments",
+            search_provider="parallel_ai",
+        )
+
+        assert len(response.results) == 1
+        result = response.results[0]
+        assert result.url == ""
+        assert result.title == ""
+        assert result.snippet == ""
+        assert result.date is None
+        assert result.model_dump()["excerpts"] == ()
+
+    @pytest.mark.parametrize(
+        "mode,usage,max_results,expected_cost",
+        [
+            ("turbo", [{"name": "sku_search", "count": 1}], None, 0.001),
+            ("fast", [{"name": "sku_search", "count": 1}], None, 0.001),
+            ("basic", [{"name": "sku_search", "count": 1}], None, 0.005),
+            ("advanced", [{"name": "sku_search", "count": 1}], None, 0.005),
+            (
+                "basic",
+                [
+                    {"name": "sku_search", "count": 1},
+                    {"name": "sku_search_additional_results", "count": 2},
+                ],
+                20,
+                0.007,
+            ),
+            ("basic", None, 20, 0.015),
+        ],
+    )
+    @pytest.mark.asyncio
+    async def test_search_cost_uses_mode_and_provider_usage(
+        self, mode, usage, max_results, expected_cost, bundled_cost_map, respx_mock, httpx_transport
+    ):
+        response_payload = {**MOCK_V1_RESPONSE, "usage": usage}
+        respx_mock.post("https://api.parallel.ai/v1/search").respond(json=response_payload)
+
+        response = await litellm.asearch(
+            query="AI developments",
+            search_provider="parallel_ai",
+            mode=mode,
+            max_results=max_results,
+        )
+
+        assert response._hidden_params["response_cost"] == pytest.approx(expected_cost)
+
+    @pytest.mark.asyncio
+    async def test_search_cost_treats_keyword_queries_as_one_request(
+        self, bundled_cost_map, respx_mock, httpx_transport
+    ):
+        response_payload = {
+            **MOCK_V1_RESPONSE,
+            "usage": [{"name": "sku_search", "count": 1}],
+        }
+        respx_mock.post("https://api.parallel.ai/v1/search").respond(json=response_payload)
+
+        response = await litellm.asearch(
+            query=["AI developments", "machine learning trends"],
+            search_provider="parallel_ai",
+            mode="basic",
+        )
+
+        assert response._hidden_params["response_cost"] == pytest.approx(0.005)
+
+    @pytest.mark.asyncio
+    async def test_caller_cannot_supply_provider_usage(self, bundled_cost_map, respx_mock, httpx_transport):
+        """`_parallel_ai_usage` prices the request, so a caller must not be able to set it.
+
+        The provider reports no usage here, which is the case where a caller-supplied
+        value would otherwise survive into the cost calculation.
+        """
+        response_payload = {k: v for k, v in MOCK_V1_RESPONSE.items() if k != "usage"}
+        route = respx_mock.post("https://api.parallel.ai/v1/search").respond(json=response_payload)
+
+        response = await litellm.asearch(
+            query="AI developments",
+            search_provider="parallel_ai",
+            mode="basic",
+            _parallel_ai_usage=[{"name": "sku_search", "count": 0}],
+        )
+
+        assert response._hidden_params["response_cost"] == pytest.approx(0.005)
+        assert "_parallel_ai_usage" not in json.loads(route.calls[0].request.content)
diff --git a/tests/test_litellm/llms/parallel_ai/test_parallel_ai_search_gateway.py b/tests/test_litellm/llms/parallel_ai/test_parallel_ai_search_gateway.py
new file mode 100644
index 00000000000..72c69fc622c
--- /dev/null
+++ b/tests/test_litellm/llms/parallel_ai/test_parallel_ai_search_gateway.py
@@ -0,0 +1,191 @@
+"""Gateway coverage for Parallel AI Search."""
+
+from __future__ import annotations
+
+from collections.abc import Iterator
+from typing import Final
+from unittest.mock import AsyncMock
+
+import httpx
+import pytest
+from fastapi.testclient import TestClient
+
+import litellm
+from litellm import Router
+from litellm.integrations.websearch_interception.handler import (
+    WebSearchInterceptionLogger,
+)
+from litellm.llms.custom_httpx.http_handler import AsyncHTTPHandler
+from litellm.proxy import proxy_server
+from litellm.proxy._types import UserAPIKeyAuth
+from litellm.proxy.auth.user_api_key_auth import user_api_key_auth
+from litellm.types.utils import LlmProviders
+
+PARALLEL_SEARCH_URL: Final = "https://api.parallel.ai/v1/search"
+
+
+@pytest.fixture
+def client() -> TestClient:
+    return TestClient(proxy_server.app, raise_server_exceptions=False)
+
+
+@pytest.fixture
+def auth_as() -> Iterator[None]:
+    async def _authorized_request() -> UserAPIKeyAuth:
+        return UserAPIKeyAuth(
+            api_key="hashed-sk-test",
+            user_id="parallel-test-user",
+        )
+
+    previous: Final = proxy_server.app.dependency_overrides.get(user_api_key_auth)
+    proxy_server.app.dependency_overrides[user_api_key_auth] = _authorized_request
+    try:
+        yield
+    finally:
+        if previous is None:
+            proxy_server.app.dependency_overrides.pop(user_api_key_auth, None)
+        else:
+            proxy_server.app.dependency_overrides[user_api_key_auth] = previous
+
+
+def _parallel_search_body() -> dict[str, object]:
+    return {
+        "search_id": "search_parallel_gateway",
+        "results": [
+            {
+                "url": "https://example.com/parallel",
+                "title": "Parallel result",
+                "publish_date": "2026-08-13",
+                "excerpts": ["First excerpt", "Second excerpt"],
+            }
+        ],
+        "usage": [{"name": "sku_search", "count": 1}],
+    }
+
+
+def _parallel_router(mode: str = "turbo") -> Router:
+    return Router(
+        model_list=[],
+        search_tools=[
+            {
+                "search_tool_name": "parallel-search",
+                "litellm_params": {
+                    "search_provider": "parallel_ai",
+                    "api_key": "parallel-search-key",
+                    "mode": mode,
+                },
+            }
+        ],
+        num_retries=0,
+    )
+
+
+def _mock_async_post(
+    monkeypatch,
+    *,
+    url: str,
+    response_body: dict[str, object],
+) -> AsyncMock:
+    response = httpx.Response(
+        status_code=200,
+        json=response_body,
+        request=httpx.Request("POST", url),
+    )
+    mock_post = AsyncMock(return_value=response)
+    monkeypatch.setattr(AsyncHTTPHandler, "post", mock_post)
+    return mock_post
+
+
+def test_parallel_search_gateway_route(client, auth_as, monkeypatch):
+    """The named search route selects its configured Parallel Search tool.
+
+    The tool-level `mode` must survive the router hop, so the upstream request
+    is sent as `turbo` rather than falling back to the adapter default.
+    """
+    monkeypatch.setattr(litellm, "model_cost", litellm.get_model_cost_map(url=""))
+    monkeypatch.setattr(proxy_server, "llm_router", _parallel_router())
+    mock_post = _mock_async_post(
+        monkeypatch,
+        url=PARALLEL_SEARCH_URL,
+        response_body=_parallel_search_body(),
+    )
+
+    response = client.post(
+        "/v1/search/parallel-search",
+        json={"query": "Parallel AI news", "max_results": 3},
+    )
+
+    assert response.status_code == 200, response.text
+    assert response.json()["results"] == [
+        {
+            "title": "Parallel result",
+            "url": "https://example.com/parallel",
+            "snippet": "First excerpt ... Second excerpt",
+            "date": "2026-08-13",
+            "last_updated": None,
+            "excerpts": ["First excerpt", "Second excerpt"],
+        }
+    ]
+
+    request_kwargs = mock_post.await_args.kwargs
+    assert request_kwargs["url"] == PARALLEL_SEARCH_URL
+    assert request_kwargs["headers"]["x-api-key"] == "parallel-search-key"
+    assert request_kwargs["json"] == {
+        "objective": "Parallel AI news",
+        "search_queries": ["Parallel AI news"],
+        "mode": "turbo",
+        "advanced_settings": {"max_results": 3},
+    }
+
+
+@pytest.mark.asyncio
+async def test_web_search_interception_executes_parallel_search(monkeypatch):
+    """An intercepted web-search call uses the configured Parallel Search tool."""
+    monkeypatch.setattr(litellm, "model_cost", litellm.get_model_cost_map(url=""))
+    monkeypatch.setattr(proxy_server, "llm_router", _parallel_router(mode="fast"))
+    mock_post = _mock_async_post(
+        monkeypatch,
+        url=PARALLEL_SEARCH_URL,
+        response_body=_parallel_search_body(),
+    )
+    logger = WebSearchInterceptionLogger(
+        enabled_providers=[LlmProviders.OPENAI],
+        search_tool_name="parallel-search",
+    )
+
+    plan = await logger.async_build_responses_agentic_loop_plan(
+        tools={
+            "tool_calls": [
+                {
+                    "id": "fc_parallel",
+                    "call_id": "fc_parallel",
+                    "type": "function_call",
+                    "name": "litellm_web_search",
+                    "arguments": '{"query":"Parallel AI news"}',
+                    "input": {"query": "Parallel AI news"},
+                }
+            ]
+        },
+        model="gpt-5",
+        messages=[{"role": "user", "content": "Research Parallel"}],
+        response=None,
+        optional_params={"tools": [{"type": "function", "name": "litellm_web_search"}]},
+        logging_obj=None,
+        stream=False,
+        kwargs={"custom_llm_provider": "openai"},
+    )
+
+    assert plan.run_agentic_loop is True
+    assert plan.request_patch is not None
+    assert plan.request_patch.messages[-1] == {
+        "type": "function_call_output",
+        "call_id": "fc_parallel",
+        "output": (
+            "Title: Parallel result\nURL: https://example.com/parallel\nSnippet: First excerpt ... Second excerpt"
+        ),
+    }
+
+    request_kwargs = mock_post.await_args.kwargs
+    assert request_kwargs["url"] == PARALLEL_SEARCH_URL
+    assert request_kwargs["headers"]["x-api-key"] == "parallel-search-key"
+    assert request_kwargs["json"]["mode"] == "fast"
diff --git a/tests/test_litellm/llms/s3_vectors/vector_stores/test_s3_vectors_transformation.py b/tests/test_litellm/llms/s3_vectors/vector_stores/test_s3_vectors_transformation.py
index 7085e45cdc3..e313b749d06 100644
--- a/tests/test_litellm/llms/s3_vectors/vector_stores/test_s3_vectors_transformation.py
+++ b/tests/test_litellm/llms/s3_vectors/vector_stores/test_s3_vectors_transformation.py
@@ -1,69 +1,256 @@
-from unittest.mock import MagicMock, Mock
+from collections.abc import Mapping
+from unittest.mock import AsyncMock, MagicMock, Mock, patch
 
 import httpx
 import pytest
 
+from litellm.llms.base_llm.vector_store.transformation import (
+    RouterVectorStoreEmbeddingExecutor,
+)
 from litellm.llms.s3_vectors.vector_stores.transformation import (
     S3VectorsVectorStoreConfig,
 )
+from litellm.types.utils import EmbeddingResponse
 from litellm.types.vector_stores import VectorStoreSearchResponse
 
+QUERY_VECTOR = [0.1, 0.2, 0.3]
+
+
+def _embedding_response(vector):
+    return EmbeddingResponse(data=[{"embedding": vector, "index": 0, "object": "embedding"}])
+
+
+class _RecordingExecutor:
+    def __init__(self, vector=QUERY_VECTOR):
+        self.vector = vector
+        self.calls = []
+
+    def embed(self, model: str, query: str, configuration: Mapping[str, object]) -> EmbeddingResponse:
+        self.calls.append((model, query, dict(configuration)))
+        return _embedding_response(self.vector)
+
+    async def aembed(self, model: str, query: str, configuration: Mapping[str, object]) -> EmbeddingResponse:
+        self.calls.append((model, query, dict(configuration)))
+        return _embedding_response(self.vector)
+
+
+def _logging_obj():
+    logging_obj = Mock()
+    logging_obj.model_call_details = {}
+    return logging_obj
+
+
+def _search_kwargs(**overrides):
+    kwargs = {
+        "vector_store_id": "test-bucket:test-index",
+        "query": "test query",
+        "vector_store_search_optional_params": {},
+        "api_base": "https://s3vectors.us-west-2.api.aws",
+        "litellm_logging_obj": _logging_obj(),
+        "litellm_params": {},
+        "extra_body": None,
+    }
+    kwargs.update(overrides)
+    return kwargs
+
 
 class TestS3VectorsVectorStoreConfig:
     def test_init(self):
-        """Test that S3VectorsVectorStoreConfig initializes correctly"""
         config = S3VectorsVectorStoreConfig()
         assert config is not None
 
     def test_get_supported_openai_params(self):
-        """Test that supported OpenAI params are returned"""
         config = S3VectorsVectorStoreConfig()
         params = config.get_supported_openai_params("test-model")
         assert "max_num_results" in params
 
     def test_get_complete_url(self):
-        """Test URL generation for S3 Vectors"""
         config = S3VectorsVectorStoreConfig()
         litellm_params = {"aws_region_name": "us-west-2"}
         url = config.get_complete_url(None, litellm_params)
         assert url == "https://s3vectors.us-west-2.api.aws"
 
-    def test_get_complete_url_missing_region(self):
-        """Test that missing region raises error"""
+    def test_get_complete_url_missing_region(self, monkeypatch):
+        """Missing region falls back to the default region (parity with ingestion)"""
+        monkeypatch.delenv("AWS_REGION_NAME", raising=False)
+        monkeypatch.delenv("AWS_REGION", raising=False)
         config = S3VectorsVectorStoreConfig()
-        litellm_params = {}
-        with pytest.raises(ValueError, match="aws_region_name is required"):
-            config.get_complete_url(None, litellm_params)
+        url = config.get_complete_url(None, {})
+        assert url == "https://s3vectors.us-west-2.api.aws"
+
+    def test_get_complete_url_uses_env_region(self, monkeypatch):
+        """Missing region param resolves from AWS_REGION_NAME env var"""
+        monkeypatch.setenv("AWS_REGION_NAME", "eu-west-1")
+        monkeypatch.delenv("AWS_REGION", raising=False)
+        config = S3VectorsVectorStoreConfig()
+        url = config.get_complete_url(None, {})
+        assert url == "https://s3vectors.eu-west-1.api.aws"
+
+    def test_get_complete_url_invalid_region_format(self):
+        config = S3VectorsVectorStoreConfig()
+        with pytest.raises(ValueError, match="Invalid AWS region format"):
+            config.get_complete_url(None, {"aws_region_name": "Bad_Region!"})
 
-    @pytest.mark.skip(reason="Requires embedding API call, tested in integration tests")
     def test_transform_search_request(self):
-        """Test search request transformation"""
-        # This test requires making an actual embedding API call
-        # It's better tested in integration tests
-        pass
+        config = S3VectorsVectorStoreConfig()
+        logging_obj = _logging_obj()
+        executor = _RecordingExecutor()
+
+        url, request_body = config.transform_search_vector_store_request(
+            **_search_kwargs(
+                vector_store_search_optional_params={"max_num_results": 7},
+                litellm_logging_obj=logging_obj,
+                embedding_executor=executor,
+            )
+        )
+
+        assert url == "https://s3vectors.us-west-2.api.aws/QueryVectors"
+        assert request_body == {
+            "vectorBucketName": "test-bucket",
+            "indexName": "test-index",
+            "queryVector": {"float32": QUERY_VECTOR},
+            "topK": 7,
+            "returnDistance": True,
+            "returnMetadata": True,
+        }
+        assert executor.calls == [("text-embedding-3-small", "test query", {})]
+        assert logging_obj.model_call_details["query"] == "test query"
+
+    @pytest.mark.parametrize(
+        ("litellm_params", "expected_model"),
+        [
+            ({}, "text-embedding-3-small"),
+            ({"embedding_model": ""}, "text-embedding-3-small"),
+            ({"embedding_model": "my-embedding-model"}, "my-embedding-model"),
+            ({"litellm_embedding_model": "shared-key-model"}, "shared-key-model"),
+            (
+                {"litellm_embedding_model": "shared-key-model", "embedding_model": "legacy-alias"},
+                "shared-key-model",
+            ),
+        ],
+    )
+    def test_query_embedding_model_accepts_embedding_model_alias(self, litellm_params, expected_model):
+        assert S3VectorsVectorStoreConfig.query_embedding_model(litellm_params) == expected_model
+
+    @pytest.mark.asyncio
+    async def test_atransform_search_embeds_alias_and_store_config_through_executor(self):
+        config = S3VectorsVectorStoreConfig()
+        executor = _RecordingExecutor(vector=[0.4, 0.5])
+
+        _, request_body = await config.atransform_search_vector_store_request(
+            **_search_kwargs(
+                query=["test", "query"],
+                litellm_params={
+                    "embedding_model": "my-embedding-model",
+                    "litellm_embedding_config": {"api_key": "store-key"},
+                },
+                embedding_executor=executor,
+            )
+        )
+
+        assert executor.calls == [("my-embedding-model", "test query", {"api_key": "store-key"})]
+        assert request_body["queryVector"]["float32"] == [0.4, 0.5]
+        assert request_body["topK"] == 5
+
+    @pytest.mark.asyncio
+    async def test_atransform_search_router_executor_carries_request_metadata(self):
+        """Regression (LIT-6750): a bare Router alias resolves through the Router with the request's
+        team metadata on the embedding call, so the embedding is attributed to the calling key and team."""
+        config = S3VectorsVectorStoreConfig()
+        router = MagicMock()
+        router.aembedding = AsyncMock(return_value=_embedding_response(QUERY_VECTOR))
+        request_metadata = {"user_api_key_team_id": "team-a", "user_api_key": "hashed-key"}
+
+        _, request_body = await config.atransform_search_vector_store_request(
+            **_search_kwargs(
+                litellm_params={"embedding_model": "team-embeddings"},
+                embedding_executor=RouterVectorStoreEmbeddingExecutor(router=router, metadata=request_metadata),
+            )
+        )
+
+        router.aembedding.assert_awaited_once_with(
+            model="team-embeddings", input=["test query"], metadata=request_metadata
+        )
+        assert request_body["queryVector"]["float32"] == QUERY_VECTOR
+
+    @pytest.mark.asyncio
+    async def test_atransform_search_default_model_falls_back_to_the_sdk(self):
+        """Regression (LIT-6750): a store that never named an embedding model keeps working on a proxy
+        whose model list has no text-embedding-3-small, embedding through the SDK instead of erroring."""
+        config = S3VectorsVectorStoreConfig()
+        router = MagicMock()
+        router.get_model_list.return_value = [
+            {"model_name": "team-embeddings", "litellm_params": {"model": "openai/text-embedding-3-small"}}
+        ]
+        router.resolved_litellm_models.return_value = []
+        router.aembedding = AsyncMock(side_effect=AssertionError("unserved model must not reach the Router"))
+        request_metadata = {"user_api_key_team_id": "team-a"}
+
+        mock_bare = AsyncMock(return_value=_embedding_response(QUERY_VECTOR))
+        with patch("litellm.aembedding", new=mock_bare):  # test-quality-ok: stubs the bare-embedding fallback whose call the test asserts on
+            _, request_body = await config.atransform_search_vector_store_request(
+                **_search_kwargs(
+                    embedding_executor=RouterVectorStoreEmbeddingExecutor(router=router, metadata=request_metadata)
+                )
+            )
+
+        mock_bare.assert_awaited_once_with(
+            model="text-embedding-3-small", input=["test query"], metadata=request_metadata
+        )
+        assert request_body["queryVector"]["float32"] == QUERY_VECTOR
+
+    @pytest.mark.asyncio
+    async def test_atransform_search_without_executor_uses_bare_embedding(self):
+        config = S3VectorsVectorStoreConfig()
+
+        mock_bare = AsyncMock(return_value=_embedding_response([0.6, 0.7]))
+        with patch("litellm.aembedding", new=mock_bare):  # test-quality-ok: stubs the bare-embedding fallback whose request body the test asserts on
+            _, request_body = await config.atransform_search_vector_store_request(**_search_kwargs())
+
+        mock_bare.assert_awaited_once_with(model="text-embedding-3-small", input=["test query"])
+        assert request_body["queryVector"]["float32"] == [0.6, 0.7]
+
+    def test_transform_search_without_executor_uses_bare_embedding_sync(self):
+        config = S3VectorsVectorStoreConfig()
+
+        mock_bare = MagicMock(return_value=_embedding_response([0.8, 0.9]))
+        with patch("litellm.embedding", new=mock_bare):  # test-quality-ok: stubs the bare-embedding fallback whose request body the test asserts on
+            _, request_body = config.transform_search_vector_store_request(
+                **_search_kwargs(litellm_params={"embedding_model": "my-embedding-model"})
+            )
+
+        mock_bare.assert_called_once_with(model="my-embedding-model", input=["test query"])
+        assert request_body["queryVector"]["float32"] == [0.8, 0.9]
 
     def test_transform_search_request_invalid_vector_store_id(self):
-        """Test that invalid vector_store_id format raises error"""
         config = S3VectorsVectorStoreConfig()
-        mock_logging_obj = Mock()
-        mock_logging_obj.model_call_details = {}
+        executor = _RecordingExecutor()
 
         with pytest.raises(
             ValueError,
             match="vector_store_id must be in format 'bucket_name:index_name'",
         ):
             config.transform_search_vector_store_request(
-                vector_store_id="invalid-format",
-                query="test query",
-                vector_store_search_optional_params={},
-                api_base="https://s3vectors.us-west-2.api.aws",
-                litellm_logging_obj=mock_logging_obj,
-                litellm_params={},
-                extra_body=None,
+                **_search_kwargs(vector_store_id="invalid-format", embedding_executor=executor)
             )
 
+        assert executor.calls == []
+
+    def test_transform_search_request_bucket_from_litellm_params(self):
+        config = S3VectorsVectorStoreConfig()
+
+        _, request_body = config.transform_search_vector_store_request(
+            **_search_kwargs(
+                vector_store_id="only-index",
+                litellm_params={"vector_bucket_name": "params-bucket"},
+                embedding_executor=_RecordingExecutor(),
+            )
+        )
+
+        assert request_body["vectorBucketName"] == "params-bucket"
+        assert request_body["indexName"] == "only-index"
+
     def test_transform_search_response(self):
-        """Test search response transformation"""
         config = S3VectorsVectorStoreConfig()
         mock_logging_obj = Mock()
         mock_logging_obj.model_call_details = {"query": "test query"}
@@ -72,7 +259,7 @@ class TestS3VectorsVectorStoreConfig:
         mock_response.json.return_value = {
             "vectors": [
                 {
-                    "distance": 0.05,  # S3 Vectors returns distance, not score
+                    "distance": 0.05,
                     "metadata": {
                         "source_text": "This is test content",
                         "chunk_index": "0",
@@ -91,23 +278,18 @@ class TestS3VectorsVectorStoreConfig:
         mock_response.status_code = 200
         mock_response.headers = {}
 
-        result = config.transform_search_vector_store_response(
-            mock_response, mock_logging_obj
-        )
+        result = config.transform_search_vector_store_response(mock_response, mock_logging_obj)
 
-        # VectorStoreSearchResponse is a TypedDict, so check structure instead of isinstance
         assert result["object"] == "vector_store.search_results.page"
         assert result["search_query"] == "test query"
         assert len(result["data"]) == 2
-        # Score should be 1 - distance (cosine similarity)
-        assert result["data"][0]["score"] == 0.95  # 1 - 0.05
+        assert result["data"][0]["score"] == 0.95
         assert result["data"][0]["content"][0]["text"] == "This is test content"
         assert result["data"][0]["filename"] == "test.pdf"
-        assert result["data"][1]["score"] == 0.85  # 1 - 0.15
+        assert result["data"][1]["score"] == 0.85
         assert result["data"][1]["content"][0]["text"] == "More test content"
 
     def test_map_openai_params(self):
-        """Test OpenAI parameter mapping"""
         config = S3VectorsVectorStoreConfig()
         non_default_params = {"max_num_results": 5}
         optional_params = {}
diff --git a/tests/test_litellm/llms/valkey/vector_stores/test_valkey_transformation.py b/tests/test_litellm/llms/valkey/vector_stores/test_valkey_transformation.py
index a2ee2c2bdb1..aa114f128c5 100644
--- a/tests/test_litellm/llms/valkey/vector_stores/test_valkey_transformation.py
+++ b/tests/test_litellm/llms/valkey/vector_stores/test_valkey_transformation.py
@@ -67,20 +67,52 @@ class FakeAsyncEmbeddingFn(FakeEmbeddingFn):
         return SimpleNamespace(data=[{"embedding": self.embedding}])
 
 
+class FakeEmbeddingExecutor:
+    def __init__(self, embedding):
+        self.embedding = embedding
+        self.captured = None
+
+    def embed(self, model, query, configuration):
+        self.captured = (model, query, configuration)
+        return SimpleNamespace(data=[{"embedding": self.embedding}])
+
+    async def aembed(self, model, query, configuration):
+        self.captured = (model, query, configuration)
+        return SimpleNamespace(data=[{"embedding": self.embedding}])
+
+
 def _doc(doc_id, distance, **fields):
     return SimpleNamespace(id=doc_id, vector_distance=str(distance), **fields)
 
 
-def _search(config, client=None, query="what is litellm", optional_params=None, litellm_params=None):
+def _search(config, client=None, query="what is litellm", optional_params=None, litellm_params=None, executor=None):
     return config.execute_search_vector_store_request(
         vector_store_id="my_index",
         query=query,
         vector_store_search_optional_params=optional_params or {},
         litellm_logging_obj=MagicMock(),
         litellm_params={"litellm_embedding_model": "openai/text-embedding-3-small", **(litellm_params or {})},
+        embedding_executor=executor,
     )
 
 
+def test_sync_search_uses_request_embedding_executor_without_overwriting_explicit_config():
+    executor = FakeEmbeddingExecutor([0.1, 0.2])
+    config = ValkeyVectorStoreConfig(sync_client=FakeRedis())
+    embedding_config = {"api_key": "store-specific-key", "aws_region_name": "us-west-2"}
+
+    _search(
+        config,
+        litellm_params={
+            "litellm_embedding_model": "team-embedding-alias",
+            "litellm_embedding_config": embedding_config,
+        },
+        executor=executor,
+    )
+
+    assert executor.captured == ("team-embedding-alias", "what is litellm", embedding_config)
+
+
 def test_sync_search_builds_knn_query_with_packed_vector():
     embedding_fn = FakeEmbeddingFn([0.1, 0.2, 0.3])
     client = FakeRedis()
diff --git a/tests/test_litellm/llms/vertex_ai/gemini/test_vertex_ai_gemini_transformation.py b/tests/test_litellm/llms/vertex_ai/gemini/test_vertex_ai_gemini_transformation.py
index 8c1de12e7d9..4679b978f78 100644
--- a/tests/test_litellm/llms/vertex_ai/gemini/test_vertex_ai_gemini_transformation.py
+++ b/tests/test_litellm/llms/vertex_ai/gemini/test_vertex_ai_gemini_transformation.py
@@ -1096,10 +1096,13 @@ def test_natively_signed_parallel_turn_never_carries_a_placeholder(model):
         "gemini-3.5-flash",
         "gemini-3.6-flash",
         "gemini-3.7-flash",
+        "gemini-3.8-flash",
         "vertex_ai/gemini-3.5-flash",
         "vertex_ai/gemini-3.7-flash",
+        "vertex_ai/gemini-3.8-flash",
         "gemini/gemini-3.5-flash",
         "gemini/gemini-3.7-flash",
+        "gemini/gemini-3.8-flash",
     ],
 )
 def test_placeholder_scoped_to_first_call_across_gemini_3_variants(model):
diff --git a/tests/test_litellm/llms/vertex_ai/gemini/test_vertex_and_google_ai_studio_gemini.py b/tests/test_litellm/llms/vertex_ai/gemini/test_vertex_and_google_ai_studio_gemini.py
index bd07bec900f..d2788408e09 100644
--- a/tests/test_litellm/llms/vertex_ai/gemini/test_vertex_and_google_ai_studio_gemini.py
+++ b/tests/test_litellm/llms/vertex_ai/gemini/test_vertex_and_google_ai_studio_gemini.py
@@ -1185,6 +1185,18 @@ def test_vertex_ai_map_thinking_param_with_budget_tokens_0():
     }
 
 
+def test_vertex_ai_map_thinking_param_without_budget_tokens_for_gemini_3():
+    v = VertexGeminiConfig()
+    result = v.map_openai_params(
+        non_default_params={"thinking": {"type": "enabled"}},
+        optional_params={},
+        model="gemini-3.5-flash",
+        drop_params=False,
+    )
+
+    assert result["thinkingConfig"] == {"includeThoughts": True}
+
+
 def test_vertex_ai_map_tools():
     v = VertexGeminiConfig()
     optional_params = {}
diff --git a/tests/test_litellm/llms/vertex_ai/vertex_ai_partner_models/anthropic/test_vertex_ai_partner_models_anthropic_transformation.py b/tests/test_litellm/llms/vertex_ai/vertex_ai_partner_models/anthropic/test_vertex_ai_partner_models_anthropic_transformation.py
index 9419f88a981..a57672cfbfb 100644
--- a/tests/test_litellm/llms/vertex_ai/vertex_ai_partner_models/anthropic/test_vertex_ai_partner_models_anthropic_transformation.py
+++ b/tests/test_litellm/llms/vertex_ai/vertex_ai_partner_models/anthropic/test_vertex_ai_partner_models_anthropic_transformation.py
@@ -752,3 +752,26 @@ def test_vertex_ai_fable_5_1_response_format_uses_native_output_format(local_mod
     assert "output_format" in result_params
     assert "tool_choice" not in result_params
     assert "tools" not in result_params
+
+
+def test_vertex_ai_anthropic_tool_based_response_format_still_upgrades_legacy_thinking(local_model_cost_map):
+    result_params = VertexAIAnthropicConfig().map_openai_params(
+        non_default_params={
+            "response_format": {
+                "type": "json_schema",
+                "json_schema": {
+                    "name": "test_schema",
+                    "schema": {"type": "object", "properties": {"result": {"type": "string"}}},
+                },
+            },
+            "thinking": {"type": "enabled", "budget_tokens": 4096},
+            "max_tokens": 8192,
+        },
+        optional_params={},
+        model="claude-opus-4-8",
+        drop_params=False,
+    )
+
+    assert "tools" in result_params
+    assert result_params["thinking"] == {"type": "adaptive"}
+    assert result_params["output_config"] == {"effort": "high"}
diff --git a/tests/test_litellm/llms/xai/responses/test_xai_responses_transformation.py b/tests/test_litellm/llms/xai/responses/test_xai_responses_transformation.py
index befd4c5ffbd..4cff5c76b9e 100644
--- a/tests/test_litellm/llms/xai/responses/test_xai_responses_transformation.py
+++ b/tests/test_litellm/llms/xai/responses/test_xai_responses_transformation.py
@@ -7,12 +7,13 @@ transformations for the Responses API.
 Source: litellm/llms/xai/responses/transformation.py
 """
 
-from unittest.mock import MagicMock
-
+from unittest.mock import MagicMock, Mock
 
+import httpx
 import pytest
 
 import litellm
+from litellm.llms.xai.cost_calculator import cost_per_token
 from litellm.llms.xai.responses.transformation import XAIResponsesAPIConfig
 from litellm.responses.utils import ResponseAPILoggingUtils
 from litellm.types.llms.openai import (
@@ -400,3 +401,94 @@ class TestXAIResponsesWebSearchBilling:
 
         bridged = ResponseAPILoggingUtils._transform_response_api_usage_to_chat_usage(event.response.usage)
         assert getattr(bridged, "server_side_tool_usage_details") == self._TOOL_DETAILS
+
+
+class TestXAIResponsesReportedCost:
+    """xAI reports what it charged; the transformation moves it to where litellm bills from.
+
+    ``ResponseAPILoggingUtils`` copies ``usage.cost`` onto the chat Usage that cost
+    tracking prices, so restating ``cost_in_usd_ticks`` there is what makes /v1/responses
+    bill the reported figure. At 10^10 ticks to the dollar, 37756000 ticks is $0.0037756.
+    """
+
+    @staticmethod
+    def _response_body(usage: dict) -> dict:
+        return {
+            "id": "resp_xai",
+            "object": "response",
+            "created_at": 0,
+            "model": "grok-4-latest",
+            "status": "completed",
+            "output": [],
+            "parallel_tool_calls": False,
+            "tool_choice": "auto",
+            "tools": [],
+            "usage": usage,
+        }
+
+    def _transformed_usage(self, usage: dict) -> ResponseAPIUsage | None:
+        raw_response = httpx.Response(status_code=200, json=self._response_body(usage))
+
+        response = XAIResponsesAPIConfig().transform_response_api_response(
+            model="grok-4-latest",
+            raw_response=raw_response,
+            logging_obj=Mock(),
+        )
+        return response.usage
+
+    def test_reported_cost_reaches_the_cost_calculator(self):
+        usage = self._transformed_usage(
+            {
+                "input_tokens": 100,
+                "output_tokens": 200,
+                "total_tokens": 300,
+                "cost_in_usd_ticks": 37756000,
+            }
+        )
+
+        assert usage.cost == 0.0037756
+
+        chat_usage = ResponseAPILoggingUtils._transform_response_api_usage_to_chat_usage(usage)
+        assert cost_per_token(model="grok-4-latest", usage=chat_usage) == (0.0, 0.0037756)
+
+    def test_streamed_reported_cost_reaches_the_cost_calculator(self):
+        event = XAIResponsesAPIConfig().transform_streaming_response(
+            model="grok-4-latest",
+            parsed_chunk={
+                "type": "response.completed",
+                "sequence_number": 7,
+                "response": self._response_body(
+                    {
+                        "input_tokens": 100,
+                        "output_tokens": 200,
+                        "total_tokens": 300,
+                        "cost_in_usd_ticks": 37756000,
+                    }
+                ),
+            },
+            logging_obj=Mock(),
+        )
+
+        assert isinstance(event, ResponseCompletedEvent)
+        chat_usage = ResponseAPILoggingUtils._transform_response_api_usage_to_chat_usage(event.response.usage)
+        assert cost_per_token(model="grok-4-latest", usage=chat_usage) == (0.0, 0.0037756)
+
+    def test_usage_without_a_reported_cost_is_left_alone(self):
+        usage = self._transformed_usage(
+            {"input_tokens": 100, "output_tokens": 200, "total_tokens": 300}
+        )
+
+        assert usage.cost is None
+
+    def test_negative_reported_cost_is_not_carried(self):
+        """A caller who can set api_base must not be able to report negative spend."""
+        usage = self._transformed_usage(
+            {
+                "input_tokens": 100,
+                "output_tokens": 200,
+                "total_tokens": 300,
+                "cost_in_usd_ticks": -37756000,
+            }
+        )
+
+        assert usage.cost is None
diff --git a/tests/test_litellm/llms/xai/test_xai_chat_transformation.py b/tests/test_litellm/llms/xai/test_xai_chat_transformation.py
index e5e853ec82f..c67dca11a56 100644
--- a/tests/test_litellm/llms/xai/test_xai_chat_transformation.py
+++ b/tests/test_litellm/llms/xai/test_xai_chat_transformation.py
@@ -1,9 +1,14 @@
+from unittest.mock import Mock
 
-
+import httpx
 import pytest
 
 import litellm
-from litellm.llms.xai.chat.transformation import XAIChatConfig
+from litellm.llms.xai.chat.transformation import (
+    XAIChatCompletionStreamingHandler,
+    XAIChatConfig,
+)
+from litellm.llms.xai.cost_calculator import cost_per_token
 from litellm.types.utils import (
     CompletionTokensDetailsWrapper,
     ModelResponse,
@@ -195,3 +200,113 @@ class TestXAIChatWebSearchBilling:
         )
 
         assert with_search - without_search == pytest.approx(3 * 5.0 / 1000.0)
+
+
+class TestXAIReportedCost:
+    """xAI reports what it charged; the transformation moves it to where litellm bills from.
+
+    ``cost`` is the field litellm already carries a provider stated cost in, so restating
+    ``cost_in_usd_ticks`` there is what lets ``llms/xai/cost_calculator.py`` bill the
+    reported figure. At 10^10 ticks to the dollar, 37756000 ticks is $0.0037756.
+    """
+
+    @staticmethod
+    def _transformed_usage(usage: dict) -> Usage:
+        raw_response = httpx.Response(
+            status_code=200,
+            json={
+                "id": "chatcmpl-xai",
+                "object": "chat.completion",
+                "created": 0,
+                "model": "grok-4-latest",
+                "choices": [
+                    {
+                        "index": 0,
+                        "message": {"role": "assistant", "content": "hi"},
+                        "finish_reason": "stop",
+                    }
+                ],
+                "usage": usage,
+            },
+        )
+
+        response = XAIChatConfig().transform_response(
+            model="grok-4-latest",
+            raw_response=raw_response,
+            model_response=ModelResponse(),
+            logging_obj=Mock(),
+            request_data={},
+            messages=[{"role": "user", "content": "hi"}],
+            optional_params={},
+            litellm_params={},
+            encoding=None,
+        )
+        return response.usage
+
+    def test_reported_cost_reaches_the_cost_calculator(self):
+        usage = self._transformed_usage(
+            {
+                "prompt_tokens": 100,
+                "completion_tokens": 200,
+                "total_tokens": 300,
+                "cost_in_usd_ticks": 37756000,
+            }
+        )
+
+        assert usage.cost == 0.0037756
+        assert cost_per_token(model="grok-4-latest", usage=usage) == (0.0, 0.0037756)
+
+    def test_usage_without_a_reported_cost_is_left_alone(self):
+        usage = self._transformed_usage(
+            {"prompt_tokens": 100, "completion_tokens": 200, "total_tokens": 300}
+        )
+
+        assert getattr(usage, "cost", None) is None
+
+    def test_negative_reported_cost_is_not_carried(self):
+        """A caller who can set api_base must not be able to report negative spend."""
+        usage = self._transformed_usage(
+            {
+                "prompt_tokens": 100,
+                "completion_tokens": 200,
+                "total_tokens": 300,
+                "cost_in_usd_ticks": -37756000,
+            }
+        )
+
+        assert getattr(usage, "cost", None) is None
+
+    def test_streamed_reported_cost_survives_chunk_aggregation(self):
+        """Streamed spend only matches if the conversion happens on the chunk.
+
+        Chunk aggregation rebuilds usage from the fields it models plus ``cost``, so a
+        chunk still carrying only ``cost_in_usd_ticks`` loses the reported amount.
+        """
+        handler = XAIChatCompletionStreamingHandler(
+            streaming_response=iter([]), sync_stream=True
+        )
+
+        parsed = handler.chunk_parser(
+            {
+                "id": "chatcmpl-xai",
+                "object": "chat.completion.chunk",
+                "created": 0,
+                "model": "grok-4-latest",
+                "choices": [],
+                "usage": {
+                    "prompt_tokens": 100,
+                    "completion_tokens": 200,
+                    "total_tokens": 300,
+                    "cost_in_usd_ticks": 37756000,
+                },
+            }
+        )
+
+        assert parsed.usage.cost == 0.0037756
+
+        assembled = litellm.stream_chunk_builder(chunks=[parsed])
+        assert assembled.usage.cost == 0.0037756
+        assert cost_per_token(model="grok-4-latest", usage=assembled.usage) == (
+            0.0,
+            0.0037756,
+        )
diff --git a/tests/test_litellm/llms/xai/test_xai_cost_calculator.py b/tests/test_litellm/llms/xai/test_xai_cost_calculator.py
index 92e76fd18ab..6503e956a51 100644
--- a/tests/test_litellm/llms/xai/test_xai_cost_calculator.py
+++ b/tests/test_litellm/llms/xai/test_xai_cost_calculator.py
@@ -7,7 +7,10 @@ import os
 
 import litellm
 from litellm.types.utils import (
+    Choices,
     CompletionTokensDetailsWrapper,
+    Message,
+    ModelResponse,
     PromptTokensDetailsWrapper,
     Usage,
 )
@@ -361,6 +364,145 @@ class TestXAICostCalculator:
             response_object=object(), usage=usage
         )
 
+    def test_reported_cost_is_preferred_over_token_math(self):
+        """The amount xAI reported, carried on usage.cost by the transformation, is billed.
+
+        It lands entirely on completion cost because xAI does not split its total by
+        direction, the same shape the perplexity calculator returns.
+        """
+        usage = Usage(
+            prompt_tokens=100,
+            completion_tokens=200,
+            total_tokens=300,
+            cost=0.0037756,
+        )
+
+        prompt_cost, completion_cost = cost_per_token(model="grok-4-latest", usage=usage)
+
+        assert prompt_cost == 0.0
+        assert math.isclose(completion_cost, 0.0037756, rel_tol=1e-10)
+
+    def test_reported_cost_suppresses_web_search_surcharge(self):
+        """The reported total already covers server-side tool calls.
+
+        Without the suppression these 3 searches would be billed a second time on
+        top of the total xAI already charged.
+        """
+        usage = Usage(
+            prompt_tokens=100,
+            completion_tokens=50,
+            total_tokens=150,
+            prompt_tokens_details=PromptTokensDetailsWrapper(
+                text_tokens=100,
+                web_search_requests=3,
+            ),
+            cost=0.0037756,
+        )
+
+        assert cost_per_web_search_request(usage=usage, model_info={}) == 0.0
+
+    def test_web_search_surcharge_suppressed_through_the_dispatcher(self):
+        """The suppression has to hold on the path cost tracking actually uses.
+
+        Legacy behaviour stays intact when xAI reports no cost.
+        """
+        from litellm.llms import get_cost_for_web_search_request
+
+        usage = Usage(prompt_tokens=100, completion_tokens=50, total_tokens=150)
+        setattr(usage, "server_side_tool_usage_details", {"web_search_calls": 3})
+
+        assert get_cost_for_web_search_request("xai", usage, {}) > 0.0
+
+        reported = Usage(
+            prompt_tokens=100, completion_tokens=50, total_tokens=150, cost=0.0037756
+        )
+        setattr(reported, "server_side_tool_usage_details", {"web_search_calls": 3})
+        assert get_cost_for_web_search_request("xai", reported, {}) == 0.0
+
+    def test_no_reported_cost_falls_back_to_token_math(self):
+        """Absent the provider figure, nothing changes for existing callers."""
+        usage = Usage(prompt_tokens=100, completion_tokens=200, total_tokens=300)
+
+        prompt_cost, completion_cost = cost_per_token(model="grok-4-latest", usage=usage)
+
+        assert prompt_cost > 0.0
+        assert completion_cost > 0.0
+
+    def test_malformed_reported_cost_falls_back_to_token_math(self):
+        """A junk value must not fail the request, fall back to calculating."""
+        usage = Usage(prompt_tokens=100, completion_tokens=200, total_tokens=300)
+        setattr(usage, "cost", "not-a-number")
+
+        prompt_cost, completion_cost = cost_per_token(model="grok-4-latest", usage=usage)
+
+        assert prompt_cost > 0.0
+        assert completion_cost > 0.0
+
+    def test_boolean_reported_cost_falls_back_to_token_math(self):
+        """True is an int in python and would otherwise be billed as $1."""
+        usage = Usage(prompt_tokens=100, completion_tokens=200, total_tokens=300)
+        setattr(usage, "cost", True)
+
+        prompt_cost, completion_cost = cost_per_token(model="grok-4-latest", usage=usage)
+
+        assert prompt_cost > 0.0
+        assert completion_cost > 0.0
+        assert completion_cost != 1.0
+
+    def test_negative_reported_cost_is_rejected(self):
+        """A negative amount must never reach spend tracking.
+
+        A caller who can set api_base controls the response body, so trusting a
+        negative figure would let them subtract from their own recorded spend and
+        slip past a budget. Fall back to token pricing instead, and keep charging
+        the web search surcharge, since no trustworthy total was reported.
+        """
+        usage = Usage(
+            prompt_tokens=100,
+            completion_tokens=200,
+            total_tokens=300,
+            cost=-0.0037756,
+        )
+        setattr(usage, "server_side_tool_usage_details", {"web_search_calls": 3})
+
+        prompt_cost, completion_cost = cost_per_token(model="grok-4-latest", usage=usage)
+
+        assert prompt_cost > 0.0
+        assert completion_cost > 0.0
+        assert cost_per_web_search_request(usage=usage, model_info={}) > 0.0
+
+    def test_non_finite_reported_cost_is_rejected(self):
+        """NaN compares false against every budget threshold.
+
+        Usage stores a provider supplied cost without validating it, so a caller who
+        controls the response body could report NaN and leave spend >= max_budget
+        false for the life of the key rather than mispricing one request. The
+        infinities are refused alongside it. Fall back to token pricing and keep
+        charging the web search surcharge, since no trustworthy total was reported.
+        """
+        for reported_cost in (float("nan"), float("inf"), float("-inf")):
+            usage = Usage(
+                prompt_tokens=100,
+                completion_tokens=200,
+                total_tokens=300,
+                cost=reported_cost,
+            )
+            setattr(usage, "server_side_tool_usage_details", {"web_search_calls": 3})
+
+            prompt_cost, completion_cost = cost_per_token(model="grok-4-latest", usage=usage)
+
+            assert math.isfinite(prompt_cost), reported_cost
+            assert math.isfinite(completion_cost), reported_cost
+            assert prompt_cost > 0.0, reported_cost
+            assert completion_cost > 0.0, reported_cost
+            assert cost_per_web_search_request(usage=usage, model_info={}) > 0.0, reported_cost
+
+    def test_zero_reported_cost_is_honoured(self):
+        """A reported zero is a real answer, not a missing value."""
+        usage = Usage(prompt_tokens=100, completion_tokens=200, total_tokens=300, cost=0.0)
+
+        assert cost_per_token(model="grok-4-latest", usage=usage) == (0.0, 0.0)
+
     def test_grok_4_20_beta_reasoning_cost_calculation(self):
         """Test cost calculation for grok-4.20-beta-0309-reasoning model."""
         usage = Usage(prompt_tokens=100, completion_tokens=200, total_tokens=300)
@@ -437,6 +579,48 @@ class TestXAICostCalculator:
         assert math.isclose(prompt_cost, expected_prompt_cost, rel_tol=1e-10)
         assert math.isclose(completion_cost, expected_completion_cost, rel_tol=1e-10)
 
+    def test_custom_pricing_beats_the_reported_cost(self):
+        response = ModelResponse(
+            id="chatcmpl-xai",
+            model="grok-4-latest",
+            choices=[Choices(index=0, message=Message(role="assistant", content="x"), finish_reason="stop")],
+            usage=Usage(prompt_tokens=198, completion_tokens=353, total_tokens=551, cost=0.0009956),
+        )
+
+        billed = litellm.completion_cost(
+            completion_response=response,
+            model="xai/grok-4-latest",
+            custom_llm_provider="xai",
+            custom_cost_per_token={"input_cost_per_token": 0.001, "output_cost_per_token": 0.001},
+            custom_pricing=True,
+        )
+
+        assert math.isclose(billed, 0.551, rel_tol=1e-10)
+
+    def test_deployment_custom_pricing_beats_the_reported_cost(self, monkeypatch):
+        deployment_id = "xai-deployment-priced-by-the-operator"
+        monkeypatch.setitem(
+            litellm.model_cost,
+            deployment_id,
+            {"input_cost_per_token": 0.001, "output_cost_per_token": 0.001, "litellm_provider": "xai", "mode": "chat"},
+        )
+        response = ModelResponse(
+            id="chatcmpl-xai",
+            model="grok-4-latest",
+            choices=[Choices(index=0, message=Message(role="assistant", content="x"), finish_reason="stop")],
+            usage=Usage(prompt_tokens=198, completion_tokens=353, total_tokens=551, cost=0.0009956),
+        )
+
+        billed = litellm.completion_cost(
+            completion_response=response,
+            model="xai/grok-4-latest",
+            custom_llm_provider="xai",
+            custom_pricing=True,
+            router_model_id=deployment_id,
+        )
+
+        assert math.isclose(billed, 0.551, rel_tol=1e-10)
+
 
 class TestXAIWebSearchCostHelpers:
     """Focused coverage for web_search / tool-usage helpers in cost_calculator.py."""
diff --git a/tests/test_litellm/ocr/test_rust_bridge.py b/tests/test_litellm/ocr/test_rust_bridge.py
index acad249a2bb..0764aec7185 100644
--- a/tests/test_litellm/ocr/test_rust_bridge.py
+++ b/tests/test_litellm/ocr/test_rust_bridge.py
@@ -1,7 +1,7 @@
 """Tests for the optional Rust-backed OCR path."""
 
-import importlib
 import builtins
+import importlib
 import types
 from typing import Any
 
@@ -10,6 +10,7 @@ import pytest
 
 import litellm
 from litellm.llms.base_llm.ocr.transformation import OCRResponse
+from litellm.rust_bridge import configuration
 
 # `litellm/__init__.py` does `from .ocr.main import *`, which binds the `ocr`
 # function onto `litellm.ocr` and shadows the submodule, so import the modules
@@ -214,10 +215,12 @@ def build_prepared_request(
 @pytest.fixture(autouse=True)
 def _reset_rust_flag():
     """Keep the global toggle isolated between tests."""
-    rust_bridge.use_litellm_rust(False, ocr=None, aocr=None)
+    rust_bridge.set_rust_ocr(ocr=None, aocr=None)
+    configuration.reset_rust_configuration()
     rust_bridge_loader._cached_bridge = rust_bridge_loader._BRIDGE_SENTINEL
     yield
-    rust_bridge.use_litellm_rust(False, ocr=None, aocr=None)
+    rust_bridge.set_rust_ocr(ocr=None, aocr=None)
+    configuration.reset_rust_configuration()
     rust_bridge_loader._cached_bridge = rust_bridge_loader._BRIDGE_SENTINEL
 
 
@@ -247,7 +250,14 @@ def test_use_litellm_rust_toggles_flag():
 
 def test_env_var_enables_rust_ocr(monkeypatch):
     monkeypatch.setenv("LITELLM_USE_RUST_OCR", "1")
-    assert rust_bridge._env_enables_rust_ocr() is True
+    with pytest.warns(DeprecationWarning, match="LITELLM_USE_RUST_OCR is deprecated"):
+        assert rust_bridge.rust_ocr_enabled() is True
+
+
+def test_explicit_false_overrides_process_enable():
+    litellm.use_litellm_rust(True)
+
+    assert ocr_main._rust_ocr_enabled(build_prepared_request(litellm_params={"rust": False})) is False
 
 
 def test_load_rust_ocr_returns_injected_impl():
@@ -471,9 +481,7 @@ def test_run_rust_ocr_resolves_key_via_secret_manager_when_missing():
 
     ocr_main._run_rust_ocr(
         prepared_request=build_prepared_request(api_key=None, timeout=None),
-        resolve_api_key=lambda name: (
-            "sk-from-vault" if name == "MISTRAL_API_KEY" else None
-        ),
+        resolve_api_key=lambda name: "sk-from-vault" if name == "MISTRAL_API_KEY" else None,
     )
 
     assert bridge.calls[0]["api_key"] == "sk-from-vault"
@@ -580,9 +588,7 @@ def test_prepare_rust_ocr_call_resolves_azure_ai_api_base_from_secret_manager():
             api_base=None,
             timeout=None,
         ),
-        resolve_api_key=lambda name: (
-            "https://azure.example.com" if name == "AZURE_AI_API_BASE" else None
-        ),
+        resolve_api_key=lambda name: "https://azure.example.com" if name == "AZURE_AI_API_BASE" else None,
     )
 
     assert bridge.calls[0]["api_base"] == "https://azure.example.com"
@@ -600,9 +606,7 @@ def test_prepare_rust_ocr_call_resolves_document_intelligence_endpoint():
             timeout=None,
         ),
         resolve_api_key=lambda name: (
-            "https://document-intelligence.example.com"
-            if name == "AZURE_DOCUMENT_INTELLIGENCE_ENDPOINT"
-            else None
+            "https://document-intelligence.example.com" if name == "AZURE_DOCUMENT_INTELLIGENCE_ENDPOINT" else None
         ),
     )
 
@@ -815,9 +819,6 @@ def test_ocr_provider_configs_expose_api_key_env_vars():
     assert BaseOCRConfig().get_api_key_env_var() is None
     assert MistralOCRConfig().get_api_key_env_var() == "MISTRAL_API_KEY"
     assert AzureAIOCRConfig().get_api_key_env_var() == "AZURE_AI_API_KEY"
-    assert (
-        AzureDocumentIntelligenceOCRConfig().get_api_key_env_var()
-        == "AZURE_DOCUMENT_INTELLIGENCE_API_KEY"
-    )
+    assert AzureDocumentIntelligenceOCRConfig().get_api_key_env_var() == "AZURE_DOCUMENT_INTELLIGENCE_API_KEY"
     assert VertexAIOCRConfig().get_api_key_env_var() == "VERTEX_AI_API_KEY"
     assert VertexAIDeepSeekOCRConfig().get_api_key_env_var() == "VERTEX_AI_API_KEY"
diff --git a/tests/test_litellm/proxy/_experimental/mcp_server/auth/test_user_api_key_auth_mcp.py b/tests/test_litellm/proxy/_experimental/mcp_server/auth/test_user_api_key_auth_mcp.py
index 0144fbb17dd..f1e299802fb 100644
--- a/tests/test_litellm/proxy/_experimental/mcp_server/auth/test_user_api_key_auth_mcp.py
+++ b/tests/test_litellm/proxy/_experimental/mcp_server/auth/test_user_api_key_auth_mcp.py
@@ -667,6 +667,44 @@ class TestMCPRequestHandler:
 
         assert result == []
 
+    async def test_db_default_empty_key_scope_keeps_org_substitution(self):
+        """A key whose object_permission row carries only the DB-default empty mcp_servers
+        list (e.g. a vector-stores-only key) places no lower-level MCP restriction: the org
+        list still substitutes with the flag off, while the access result stays scoped so
+        the opt-in allow-all ceiling can still bind"""
+        user_api_key_auth = UserAPIKeyAuth(api_key="test-key", org_id="org-1")
+        key_object_permission = self._toolset_only_object_permission([])
+        key_object_permission.mcp_toolsets = None
+        mock_manager = self._mock_manager_with_toolsets({})
+
+        with (
+            patch.object(  # test-quality-ok: stub the level's perm loader; the resolver reads module globals with no injection seam
+                MCPRequestHandler, "_get_key_object_permission", return_value=key_object_permission
+            ),
+            patch.object(  # test-quality-ok: team resolution has its own tests; pin it empty here
+                MCPRequestHandler, "_get_allowed_mcp_servers_for_team", AsyncMock(return_value=[])
+            ),
+            patch.object(  # test-quality-ok: access-group lookup hits the DB, not under test here
+                MCPRequestHandler, "_get_key_access_group_mcp_server_extras", AsyncMock(return_value=[])
+            ),
+            patch.object(  # test-quality-ok: access-group lookup hits the DB, not under test here
+                MCPRequestHandler, "_get_mcp_servers_from_access_groups", AsyncMock(return_value=[])
+            ),
+            patch(  # test-quality-ok: isolate the MCP registry, same seam as the sibling tests
+                "litellm.proxy._experimental.mcp_server.mcp_server_manager.global_mcp_server_manager",
+                mock_manager,
+            ),
+            patch.object(  # test-quality-ok: stub the level's perm loader; the resolver reads module globals with no injection seam
+                MCPRequestHandler,
+                "_get_allowed_mcp_servers_for_org",
+                AsyncMock(return_value=["server-x", "server-y"]),
+            ),
+        ):
+            access = await MCPRequestHandler.get_mcp_server_access(user_api_key_auth)
+
+        assert sorted(access.server_ids) == ["server-x", "server-y"]
+        assert access.scope == "scoped"
+
     async def test_team_dangling_toolset_denies_key_own_grants(self):
         """A team toolset that cannot be resolved must deny on the SERVER axis too,
         not silently drop the team ceiling and pass the key's own grants through"""
@@ -6005,6 +6043,44 @@ class TestMCPDcrBridgeDelegateAdmission:
                 await MCPRequestHandler.process_mcp_request(scope)
 
         assert exc_info.value.status_code == 503
+        assert exc_info.value.detail == (
+            "Service Unavailable, the authentication database is temporarily unreachable. Please retry shortly."
+        )
+
+    async def test_user_subject_envelope_permanent_db_fault_is_503_not_worded_as_transient(self):
+        """A query engine fault that never heals (a missing engine binary) still fails admission with 503,
+        but the detail must not call the database "temporarily unreachable" or ask the client to retry: the
+        DCR client would loop on a retry that can never succeed. The fault reaches the handler wrapped in
+        get_user_object's bare ValueError, so the wording has to be picked off the wrapped cause."""
+        from prisma.engine.errors import BinaryNotFoundError
+
+        envelope = self._mint_bridge_envelope(user_id="sso-user-7")
+        scope = {
+            "type": "http",
+            "method": "POST",
+            "path": "/mcp/bridge_delegate_server",
+            "headers": [(b"authorization", f"Bearer {envelope}".encode("latin-1"))],
+        }
+        with (
+            patch(  # test-quality-ok: isolate the MCP registry, same seam as the sibling admission tests
+                "litellm.proxy._experimental.mcp_server.mcp_server_manager.global_mcp_server_manager"
+            ) as mock_mgr,
+            patch(  # test-quality-ok: the envelope opener reads master_key off the proxy module, no injection seam
+                "litellm.proxy.proxy_server.master_key", self._MASTER_KEY
+            ),
+            self._patch_user_reload(
+                side_effect=self._wrapped_user_lookup_error(BinaryNotFoundError("query engine binary not found"))
+            ),
+        ):
+            mock_mgr.get_mcp_server_by_name.return_value = self._bridge_delegate_server()
+            with pytest.raises(HTTPException) as exc_info:
+                await MCPRequestHandler.process_mcp_request(scope)
+
+        assert exc_info.value.status_code == 503
+        assert "temporarily unreachable" not in exc_info.value.detail
+        assert "retry shortly" not in exc_info.value.detail.lower()
+        assert "BinaryNotFoundError" in exc_info.value.detail
+        assert "will not clear by retrying" in exc_info.value.detail
 
     async def test_user_subject_envelope_scim_deactivated_user_fails_closed_401(self):
         """SCIM-deactivating the envelope's user revokes it immediately: the reloaded user carries
diff --git a/tests/test_litellm/proxy/_experimental/mcp_server/outbound_credentials/test_token_endpoint.py b/tests/test_litellm/proxy/_experimental/mcp_server/outbound_credentials/test_token_endpoint.py
index 5f277db2f72..db3a1a386a3 100644
--- a/tests/test_litellm/proxy/_experimental/mcp_server/outbound_credentials/test_token_endpoint.py
+++ b/tests/test_litellm/proxy/_experimental/mcp_server/outbound_credentials/test_token_endpoint.py
@@ -7,6 +7,7 @@ cache's hit/single-flight behavior. Each assertion fails under a real mutation o
 """
 
 import asyncio
+import gc
 import json
 from unittest.mock import AsyncMock, MagicMock, patch
 
@@ -359,6 +360,110 @@ async def test_cache_invalidate_only_evicts_the_named_key():
     assert calls == 2
 
 
+@pytest.mark.asyncio
+async def test_cache_invalidate_mid_compute_is_not_overwritten_by_that_compute():
+    """A bearer minted before an invalidation must never be served after it.
+
+    The compute is suspended at the token endpoint when the invalidation lands, so its write is
+    the one that would resurrect the evicted bearer for the rest of its TTL. The caller it was
+    minted for still gets it; the *cache* is what the invalidation is about.
+    """
+    cache = ExchangedTokenCache()
+    mint_started, release_mint = asyncio.Event(), asyncio.Event()
+
+    async def slow_mint():
+        mint_started.set()
+        await release_mint.wait()
+        return _ok_token("bearer-minted-before-invalidation")
+
+    async def re_mint():
+        return _ok_token("bearer-minted-after-invalidation")
+
+    in_flight = asyncio.create_task(cache.get_or_compute("slot", slow_mint, fingerprint="fp"))
+    await mint_started.wait()
+
+    assert not in_flight.done()
+    cache.invalidate("slot")
+    release_mint.set()
+
+    raced = await in_flight
+    assert isinstance(raced, Ok) and raced.ok == "bearer-minted-before-invalidation"
+
+    after = await cache.get_or_compute("slot", re_mint, fingerprint="fp")
+    assert isinstance(after, Ok) and after.ok == "bearer-minted-after-invalidation"
+
+
+@pytest.mark.asyncio
+async def test_cache_invalidate_mid_compute_survives_garbage_collection():
+    """The record of an invalidation must outlive a collection cycle taken mid-compute.
+
+    Per-key state is held weakly so idle keys do not accumulate. If the state a compute checks
+    before writing were collectible while that compute is suspended, the check would read as
+    "nothing was invalidated" and the stale write would land; the running compute has to pin it.
+    """
+    cache = ExchangedTokenCache()
+    mint_started, release_mint = asyncio.Event(), asyncio.Event()
+
+    async def slow_mint():
+        mint_started.set()
+        await release_mint.wait()
+        return _ok_token("bearer-minted-before-invalidation")
+
+    async def re_mint():
+        return _ok_token("bearer-minted-after-invalidation")
+
+    in_flight = asyncio.create_task(cache.get_or_compute("slot", slow_mint, fingerprint="fp"))
+    await mint_started.wait()
+
+    assert not in_flight.done()
+    cache.invalidate("slot")
+    gc.collect()
+    release_mint.set()
+    await in_flight
+
+    after = await cache.get_or_compute("slot", re_mint, fingerprint="fp")
+    assert isinstance(after, Ok) and after.ok == "bearer-minted-after-invalidation"
+
+
+@pytest.mark.asyncio
+async def test_cache_stores_a_compute_that_started_after_the_invalidation():
+    """Only the mint that predates the invalidation loses its write.
+
+    A caller queued behind the single-flight lock computes after the eviction, so its token is
+    fresh and must be cached; otherwise the fix would trade one stale bearer for re-minting on
+    every subsequent resolution.
+    """
+    cache = ExchangedTokenCache()
+    mint_started, release_mint = asyncio.Event(), asyncio.Event()
+
+    async def slow_mint():
+        mint_started.set()
+        await release_mint.wait()
+        return _ok_token("bearer-minted-before-invalidation")
+
+    async def re_mint():
+        return _ok_token("bearer-minted-after-invalidation")
+
+    async def must_not_run():
+        pytest.fail("the mint that followed the invalidation should have been cached")
+
+    in_flight = asyncio.create_task(cache.get_or_compute("slot", slow_mint, fingerprint="fp"))
+    await mint_started.wait()
+    queued = asyncio.create_task(cache.get_or_compute("slot", re_mint, fingerprint="fp"))
+    await asyncio.sleep(0)
+
+    assert not queued.done()
+    cache.invalidate("slot")
+    release_mint.set()
+
+    raced, fresh = await asyncio.gather(in_flight, queued)
+    assert isinstance(raced, Ok) and raced.ok == "bearer-minted-before-invalidation"
+    assert isinstance(fresh, Ok) and fresh.ok == "bearer-minted-after-invalidation"
+
+    served = await cache.get_or_compute("slot", must_not_run, fingerprint="fp")
+    assert isinstance(served, Ok) and served.ok == "bearer-minted-after-invalidation"
+
+
 @pytest.mark.asyncio
 async def test_cache_does_not_store_a_failed_compute():
     cache = ExchangedTokenCache()
diff --git a/tests/test_litellm/proxy/_experimental/mcp_server/test_discoverable_endpoints.py b/tests/test_litellm/proxy/_experimental/mcp_server/test_discoverable_endpoints.py
index 598e9276423..588eba4adb7 100644
--- a/tests/test_litellm/proxy/_experimental/mcp_server/test_discoverable_endpoints.py
+++ b/tests/test_litellm/proxy/_experimental/mcp_server/test_discoverable_endpoints.py
@@ -6432,6 +6432,23 @@ async def test_bridge_mint_db_outage_is_503_before_upstream():
     response, post = await _prepare_only_bridge_exchange("unavailable")
     assert response.status_code == 503
     assert json.loads(response.body)["error"] == "temporarily_unavailable"
+    assert "retry shortly" in json.loads(response.body)["error_description"]
+    post.assert_not_called()
+
+
+@pytest.mark.asyncio
+async def test_bridge_mint_permanent_db_fault_is_503_without_retry_advice():
+    """A query engine fault that never heals is still a 503 (the gateway is at fault, not the client), but
+    the description must not tell the client the database is temporarily unreachable and to retry: that
+    sends an operator to wait out an outage that is not one. The code stays temporarily_unavailable, the
+    only RFC 6749 error a client treats as a server-side 503."""
+    response, post = await _prepare_only_bridge_exchange("faulted")
+    assert response.status_code == 503
+    body = json.loads(response.body)
+    assert body["error"] == "temporarily_unavailable"
+    assert "temporarily unreachable" not in body["error_description"]
+    assert "retry shortly" not in body["error_description"]
+    assert "not a transient outage" in body["error_description"]
     post.assert_not_called()
 
 
@@ -7143,6 +7160,56 @@ async def test_resolve_active_litellm_key_db_outage_is_unavailable(proxy_globals
     assert await _resolve_active_litellm_key(request) == "unavailable"
 
 
+@pytest.mark.asyncio
+async def test_resolve_active_litellm_key_permanent_engine_fault_is_faulted(proxy_globals):
+    """A query engine that is missing or version-skewed cannot resolve any key until the deployment is
+    repaired, so the resolver reports "faulted" (still statused 503 by the mint) rather than "unavailable",
+    whose wording promises the outage is transient and asks the client to retry."""
+    from prisma.engine.errors import BinaryNotFoundError
+
+    from litellm.proxy._experimental.mcp_server.bridge_token_flow import (
+        _resolve_active_litellm_key,
+    )
+    from litellm.proxy.common_utils.user_api_key_cache import UserApiKeyCache
+
+    class _FaultedPrisma:
+        async def get_data(self, token, table_name, parent_otel_span=None, proxy_logging_obj=None):
+            raise BinaryNotFoundError("query engine binary not found")
+
+    proxy_globals.user_api_key_cache = UserApiKeyCache()
+    proxy_globals.prisma_client = _FaultedPrisma()
+
+    request = _token_request({"x-litellm-api-key": "sk-during-engine-fault"})
+    assert await _resolve_active_litellm_key(request) == "faulted"
+
+
+@pytest.mark.asyncio
+async def test_resolve_active_litellm_key_transport_error_over_permanent_fault_is_faulted(proxy_globals):
+    """A reconnect that dies on a missing engine binary raises the transport error last, with the
+    BinaryNotFoundError as __context__. The binary is what blocks recovery, so the key read is "faulted",
+    not the "unavailable" that the outer ConnectError alone would suggest."""
+    import httpx
+    from prisma.engine.errors import BinaryNotFoundError
+
+    from litellm.proxy._experimental.mcp_server.bridge_token_flow import (
+        _resolve_active_litellm_key,
+    )
+    from litellm.proxy.common_utils.user_api_key_cache import UserApiKeyCache
+
+    class _ReconnectFailedPrisma:
+        async def get_data(self, token, table_name, parent_otel_span=None, proxy_logging_obj=None):
+            try:
+                raise BinaryNotFoundError("query engine binary not found")
+            except BinaryNotFoundError:
+                raise httpx.ConnectError("All connection attempts failed")
+
+    proxy_globals.user_api_key_cache = UserApiKeyCache()
+    proxy_globals.prisma_client = _ReconnectFailedPrisma()
+
+    request = _token_request({"x-litellm-api-key": "sk-during-failed-reconnect"})
+    assert await _resolve_active_litellm_key(request) == "faulted"
+
+
 @pytest.mark.asyncio
 async def test_resolve_active_litellm_key_no_database_is_unresolvable(proxy_globals):
     """With no database connection configured the gateway cannot verify the presented key at all, so
@@ -7214,6 +7281,26 @@ async def test_reload_active_user_by_id_db_outage_is_unavailable(proxy_globals):
         assert await _reload_active_user_by_id("sso-user-7") == "unavailable"
 
 
+@pytest.mark.asyncio
+async def test_reload_active_user_by_id_permanent_engine_fault_is_faulted(proxy_globals):
+    """A permanent query engine fault while re-validating the user on refresh is "faulted", not
+    "unavailable": both are 503s, but only the transient one may tell the client to retry. get_user_object
+    wraps the fault in a bare ValueError, so the classification has to read the wrapped cause."""
+    from prisma.engine.errors import MismatchedVersionsError
+
+    from litellm.proxy._experimental.mcp_server.bridge_token_flow import _reload_active_user_by_id
+    from litellm.proxy.common_utils.user_api_key_cache import UserApiKeyCache
+
+    proxy_globals.user_api_key_cache = UserApiKeyCache()
+    proxy_globals.prisma_client = object()
+
+    with patch(  # test-quality-ok: get_user_object is the DB seam that wraps the fault; same patch as the outage sibling
+        "litellm.proxy.auth.auth_checks.get_user_object",
+        new=AsyncMock(side_effect=_wrapped_user_lookup_error(MismatchedVersionsError(expected="1", got="2"))),
+    ):
+        assert await _reload_active_user_by_id("sso-user-7") == "faulted"
+
+
 @pytest.mark.asyncio
 async def test_token_endpoint_uses_client_secret_basic_when_configured():
     """LIT-4091: a server with token_endpoint_auth_method=client_secret_basic must send the
diff --git a/tests/test_litellm/proxy/_experimental/mcp_server/test_gateway_dcr_flow.py b/tests/test_litellm/proxy/_experimental/mcp_server/test_gateway_dcr_flow.py
index 32a3f70c357..1670370f082 100644
--- a/tests/test_litellm/proxy/_experimental/mcp_server/test_gateway_dcr_flow.py
+++ b/tests/test_litellm/proxy/_experimental/mcp_server/test_gateway_dcr_flow.py
@@ -426,6 +426,7 @@ async def test_token_rejects_expired_code_and_missing_configuration():
     [
         ("no_active_key", 400, "invalid_grant"),
         ("unavailable", 503, "temporarily_unavailable"),
+        ("faulted", 503, "temporarily_unavailable"),
         ("unresolvable", 500, "server_error"),
     ],
 )
@@ -460,6 +461,25 @@ async def test_token_gates_on_live_user_revalidation(failure, expected_status, e
     assert json.loads(response.body)["error"] == expected_error
 
 
+def test_permanent_db_fault_503_does_not_promise_a_retry_will_help():
+    """Both DB failures are 503 temporarily_unavailable (the only OAuth error a client reads as a
+    server-side outage), so the description is the one place the two are told apart: a transient outage
+    says retry, a fault that never heals must say retrying will not help and point at the deployment."""
+    from litellm.proxy._experimental.mcp_server.gateway_dcr_flow import (
+        _consent_lookup_failure_response,
+        _mint_failure_response,
+        _reload_failure_response,
+    )
+
+    for render in (_reload_failure_response, _consent_lookup_failure_response, _mint_failure_response):
+        transient = json.loads(render("unavailable").body)["error_description"]
+        faulted = json.loads(render("faulted").body)["error_description"]
+        assert transient == "the gateway database is unavailable; retry"
+        assert "retry" not in faulted.replace("retrying will not help", "")
+        assert "not a transient outage" in faulted
+        assert "retrying will not help" in faulted
+
+
 @pytest.mark.asyncio
 async def test_flow_is_single_use_shared_cache_rejects_second_complete():
     """A double-submit of the finish step mints only ONE code: the second complete over the
@@ -1250,6 +1270,7 @@ async def test_native_authorize_refuses_a_hosted_redirect_for_the_proxy_api():
     "failure, status, error",
     [
         ("unavailable", 503, "temporarily_unavailable"),
+        ("faulted", 503, "temporarily_unavailable"),
         ("unresolvable", 500, "server_error"),
         ("no_active_key", 403, "access_denied"),
     ],
@@ -1424,6 +1445,7 @@ async def test_native_code_without_a_minter_is_refused_server_side():
         ("team_required", 400, "invalid_grant"),
         ("no_active_key", 400, "invalid_grant"),
         ("unavailable", 503, "temporarily_unavailable"),
+        ("faulted", 503, "temporarily_unavailable"),
         ("unresolvable", 500, "server_error"),
     ],
 )
@@ -1805,5 +1827,12 @@ async def test_introspect_fails_closed_on_dead_user_and_503s_on_outage():
     status, body = await _introspect(minted.token.get_secret_value(), reload_user=_reload_user_outage)
     assert (status, body["error"]) == (503, "temporarily_unavailable")
 
+    async def _reload_user_faulted(user_id: str):
+        return "faulted"
+
+    status, body = await _introspect(minted.token.get_secret_value(), reload_user=_reload_user_faulted)
+    assert (status, body["error"]) == (503, "temporarily_unavailable")
+    assert "not a transient outage" in body["error_description"]
+
     status, body = await _introspect(minted.token.get_secret_value(), master_key=None)
     assert (status, body["error"]) == (500, "server_error")
diff --git a/tests/test_litellm/proxy/_experimental/mcp_server/test_mcp_server.py b/tests/test_litellm/proxy/_experimental/mcp_server/test_mcp_server.py
index 82f74cda835..0fd35e674b7 100644
--- a/tests/test_litellm/proxy/_experimental/mcp_server/test_mcp_server.py
+++ b/tests/test_litellm/proxy/_experimental/mcp_server/test_mcp_server.py
@@ -914,6 +914,7 @@ async def test_mcp_get_prompt_success():
     )
     mock_manager.get_prompt_from_server.assert_awaited_once_with(
         server=server,
+        user_api_key_auth=user_api_key_auth,
         prompt_name="hello",
         arguments={"foo": "bar"},
         mcp_auth_header={"Authorization": "token"},
@@ -976,6 +977,7 @@ async def test_mcp_read_resource_success():
     )
     mock_manager.read_resource_from_server.assert_awaited_once_with(
         server=server,
+        user_api_key_auth=user_api_key_auth,
         url="https://example.com/resource",
         mcp_auth_header={"Authorization": "token"},
         extra_headers={"X-Test": "1"},
@@ -3365,6 +3367,7 @@ async def test_mcp_manager_returns_public_when_permission_lookup_fails():
 @pytest.mark.asyncio
 async def test_mcp_manager_merges_public_and_restricted_servers():
     try:
+        from litellm.proxy._experimental.mcp_server.auth.user_api_key_auth_mcp import MCPServerAccess
         from litellm.proxy._experimental.mcp_server.mcp_server_manager import (
             MCPServerManager,
         )
@@ -3396,8 +3399,8 @@ async def test_mcp_manager_merges_public_and_restricted_servers():
             return_value=False,
         ),
         patch(
-            "litellm.proxy._experimental.mcp_server.mcp_server_manager.MCPRequestHandler.get_allowed_mcp_servers",
-            AsyncMock(return_value=["restricted"]),
+            "litellm.proxy._experimental.mcp_server.mcp_server_manager.MCPRequestHandler.get_mcp_server_access",
+            AsyncMock(return_value=MCPServerAccess(server_ids=("restricted",), scope="scoped")),
         ),
     ):
         allowed = await manager.get_allowed_mcp_servers(UserAPIKeyAuth())
@@ -8198,6 +8201,81 @@ class TestPreemptive401ModeAware:
         await self._run(delegate, self.LITELLM_KEY_HEADERS, has_stored_token=False)
 
 
+def _make_obo_server(alias: str) -> MCPServer:
+    return MCPServer(
+        server_id=f"id-{alias}",
+        name=alias,
+        alias=alias,
+        server_name=alias,
+        url=f"https://{alias}.test/mcp",
+        transport=MCPTransport.http,
+        auth_type=MCPAuth.oauth2_token_exchange,
+        token_exchange_endpoint="https://idp.test/token",
+        client_id="cid",
+        client_secret="csecret",
+        mcp_info={"server_name": alias},
+    )
+
+
+class TestOboPreflightScopedToAllowedServers:
+    """The connect-time OBO exchange is an outbound IdP call whose result is cached, so it must
+    only run for a server the caller's key resolves to through the allowed set, not for any
+    server the requested path happens to name."""
+
+    SUBJECT_HEADERS = {"Authorization": "Bearer upstream-subject-token"}
+
+    async def _run(self, requested: MCPServer, allowed: list[MCPServer], user_api_key_auth: UserAPIKeyAuth | None):
+        from litellm.proxy._experimental.mcp_server import server as server_module
+
+        allowed_lookup = AsyncMock(return_value=allowed)
+        preflight = AsyncMock()
+        with (
+            patch.object(  # test-quality-ok: route handler reads the module-level manager, no injection seam
+                server_module.global_mcp_server_manager, "get_mcp_server_by_name", return_value=requested
+            ),
+            patch.object(  # test-quality-ok: the exchanger is the observable; a real one would call an IdP
+                server_module.global_mcp_server_manager, "preflight_token_exchange", preflight
+            ),
+            patch.object(  # test-quality-ok: allowed-set resolution needs the DB; the test controls its answer
+                server_module, "_get_allowed_mcp_servers", allowed_lookup
+            ),
+        ):
+            await server_module._raise_preemptive_401_for_unauthenticated_servers(
+                scope={"type": "http", "method": "POST", "path": f"/mcp/{requested.alias}", "headers": []},
+                mcp_servers=[requested.alias],
+                oauth2_headers=self.SUBJECT_HEADERS,
+                mcp_server_auth_headers=None,
+                user_api_key_auth=user_api_key_auth,
+                client_ip="10.0.0.7",
+            )
+        return allowed_lookup, preflight
+
+    @pytest.mark.asyncio
+    async def test_unentitled_key_never_reaches_the_exchanger(self):
+        requested = _make_obo_server("obo_tools")
+        key = UserAPIKeyAuth(api_key="sk-plain-only")
+
+        allowed_lookup, preflight = await self._run(
+            requested, allowed=[_make_obo_server("plain_tools")], user_api_key_auth=key
+        )
+
+        preflight.assert_not_awaited()
+        allowed_lookup.assert_awaited_once_with(
+            user_api_key_auth=key, mcp_servers=[requested.alias], client_ip="10.0.0.7"
+        )
+
+    @pytest.mark.asyncio
+    async def test_entitled_key_still_exchanges_at_connect(self):
+        requested = _make_obo_server("obo_tools")
+        key = UserAPIKeyAuth(api_key="sk-obo")
+
+        _, preflight = await self._run(requested, allowed=[requested], user_api_key_auth=key)
+
+        preflight.assert_awaited_once_with(
+            server=requested, oauth2_headers=self.SUBJECT_HEADERS, user_api_key_auth=key, raw_headers=None
+        )
+
+
 @pytest.mark.asyncio
 async def test_post_mcp_call_guardrails_return_the_rewritten_result():
     """The result a post_mcp_call guardrail rewrote must be what the caller sends back."""
diff --git a/tests/test_litellm/proxy/_experimental/mcp_server/test_mcp_server_manager.py b/tests/test_litellm/proxy/_experimental/mcp_server/test_mcp_server_manager.py
index 5508259273d..91e870d2d95 100644
--- a/tests/test_litellm/proxy/_experimental/mcp_server/test_mcp_server_manager.py
+++ b/tests/test_litellm/proxy/_experimental/mcp_server/test_mcp_server_manager.py
@@ -30,6 +30,7 @@ from mcp.types import (
     TextResourceContents,
 )
 from mcp.types import Tool as MCPTool
+from pydantic import AnyUrl
 
 from litellm.constants import MCP_METADATA_TIMEOUT
 from litellm.proxy._experimental.mcp_server.mcp_server_manager import (
@@ -2270,7 +2271,9 @@ class TestMCPServerManager:
         """prompts/list on an OBO server must exchange the caller's bearer, not connect with none."""
         server = self._token_exchange_server("te-prompts")
         st = await self._capture_subject_token(
-            lambda m: m.get_prompts_from_server(server=server, raw_headers={"authorization": "Bearer subj-jwt"})
+            lambda m: m.get_prompts_from_server(
+                server=server, user_api_key_auth=None, raw_headers={"authorization": "Bearer subj-jwt"}
+            )
         )
         assert st == "subj-jwt"
 
@@ -2279,7 +2282,9 @@ class TestMCPServerManager:
         """resources/list on an OBO server must exchange the caller's bearer."""
         server = self._token_exchange_server("te-resources")
         st = await self._capture_subject_token(
-            lambda m: m.get_resources_from_server(server=server, raw_headers={"authorization": "Bearer subj-jwt"})
+            lambda m: m.get_resources_from_server(
+                server=server, user_api_key_auth=None, raw_headers={"authorization": "Bearer subj-jwt"}
+            )
         )
         assert st == "subj-jwt"
 
@@ -2290,6 +2295,7 @@ class TestMCPServerManager:
         st = await self._capture_subject_token(
             lambda m: m.read_resource_from_server(
                 server=server,
+                user_api_key_auth=None,
                 url="https://up.example.com/r",
                 raw_headers={"authorization": "Bearer subj-jwt"},
             )
@@ -2307,7 +2313,9 @@ class TestMCPServerManager:
             auth_type=MCPAuth.none,
         )
         st = await self._capture_subject_token(
-            lambda m: m.get_prompts_from_server(server=server, raw_headers={"authorization": "Bearer subj-jwt"})
+            lambda m: m.get_prompts_from_server(
+                server=server, user_api_key_auth=None, raw_headers={"authorization": "Bearer subj-jwt"}
+            )
         )
         assert st is None
 
@@ -3254,7 +3262,7 @@ class TestMCPServerManager:
             new_callable=AsyncMock,
             return_value=mock_client,
         ):
-            prompts = await manager.get_prompts_from_server(server, add_prefix=True)
+            prompts = await manager.get_prompts_from_server(server, user_api_key_auth=None, add_prefix=True)
 
         mock_client.list_prompts.assert_awaited_once()
         assert len(prompts) == 1
@@ -3289,6 +3297,7 @@ class TestMCPServerManager:
         ):
             result = await manager.get_prompt_from_server(
                 server=server,
+                user_api_key_auth=None,
                 prompt_name="hello",
                 arguments={"tone": "casual"},
             )
@@ -3334,6 +3343,7 @@ class TestMCPServerManager:
         ):
             result = await manager.get_resources_from_server(
                 server=server,
+                user_api_key_auth=None,
                 mcp_auth_header="auth",
                 extra_headers={"X-Test": "1"},
                 add_prefix=True,
@@ -3391,6 +3401,7 @@ class TestMCPServerManager:
         ):
             result = await manager.get_resource_templates_from_server(
                 server=server,
+                user_api_key_auth=None,
                 mcp_auth_header="auth",
                 extra_headers=None,
                 add_prefix=False,
@@ -3441,6 +3452,7 @@ class TestMCPServerManager:
         ) as mock_create_client:
             result = await manager.read_resource_from_server(
                 server=server,
+                user_api_key_auth=None,
                 url="https://example.com/resource",
                 mcp_auth_header="auth",
                 extra_headers={"X-Test": "1"},
@@ -5872,6 +5884,7 @@ class TestMCPServerManager:
         """
         from litellm.proxy._experimental.mcp_server.auth.user_api_key_auth_mcp import (
             MCPRequestHandler,
+            MCPServerAccess,
         )
         from litellm.proxy._types import LiteLLM_ObjectPermissionTable, UserAPIKeyAuth
 
@@ -5891,19 +5904,22 @@ class TestMCPServerManager:
             object_permission_id="perm_123",
         )
 
-        # Mock MCPRequestHandler.get_allowed_mcp_servers to verify it receives user_api_key_auth
+        # Mock MCPRequestHandler.get_mcp_server_access to verify it receives user_api_key_auth
         with patch.object(
             MCPRequestHandler,
-            "get_allowed_mcp_servers",
+            "get_mcp_server_access",
             new_callable=AsyncMock,
         ) as mock_get_allowed:
             # Configure mock to return servers from object_permission
-            mock_get_allowed.return_value = ["test_server_1", "test_server_2"]
+            mock_get_allowed.return_value = MCPServerAccess(
+                server_ids=("test_server_1", "test_server_2"),
+                scope="scoped",
+            )
 
             # Call get_allowed_mcp_servers with user_api_key_auth
             result = await manager.get_allowed_mcp_servers(user_api_key_auth)
 
-            # Verify MCPRequestHandler.get_allowed_mcp_servers was called with user_api_key_auth
+            # Verify MCPRequestHandler.get_mcp_server_access was called with user_api_key_auth
             mock_get_allowed.assert_called_once()
             call_args = mock_get_allowed.call_args
             assert call_args[0][0] is user_api_key_auth  # First positional arg should be user_api_key_auth
@@ -6060,6 +6076,7 @@ class TestMCPServerManager:
         from litellm.proxy import proxy_server as proxy_server_module
         from litellm.proxy._experimental.mcp_server.auth.user_api_key_auth_mcp import (
             MCPRequestHandler,
+            MCPServerAccess,
         )
         from litellm.proxy._experimental.mcp_server.mcp_context import (
             _mcp_active_toolset_id,
@@ -6092,9 +6109,12 @@ class TestMCPServerManager:
                 patch.object(manager, "get_allow_all_keys_server_ids", return_value=["global-server"]),
                 patch.object(
                     MCPRequestHandler,
-                    "get_allowed_mcp_servers",
+                    "get_mcp_server_access",
                     new_callable=AsyncMock,
-                    return_value=["toolset-server"],
+                    return_value=MCPServerAccess(
+                        server_ids=("toolset-server",),
+                        scope="scoped",
+                    ),
                 ),
             ):
                 result = await manager.get_allowed_mcp_servers(user_api_key_auth)
@@ -6193,6 +6213,79 @@ class TestMCPServerManager:
 
         assert set(result) == {"global-server", "submitted-server"}
 
+    @pytest.mark.asyncio
+    @pytest.mark.parametrize(
+        "flag_enabled, via_virtual_key, resolved_server_ids, scope, submitted_server_ids, expected_server_ids",
+        [
+            (False, True, ("granted",), "scoped", (), {"granted", "public"}),
+            (True, True, ("granted",), "scoped", (), {"granted"}),
+            (True, True, ("granted", "public"), "scoped", (), {"granted", "public"}),
+            (True, True, (), "scoped", (), set()),
+            (True, True, (), "unscoped", (), {"public"}),
+            (
+                True,
+                True,
+                ("team-granted",),
+                "scoped",
+                ("submitted",),
+                {"team-granted", "submitted"},
+            ),
+            (
+                True,
+                True,
+                ("team-granted",),
+                "scoped",
+                ("public",),
+                {"team-granted", "public"},
+            ),
+            (True, False, ("granted",), "scoped", (), {"granted", "public"}),
+        ],
+        ids=(
+            "flag_off_preserves_allow_all",
+            "flag_on_scoped_key_excludes_allow_all",
+            "flag_on_keeps_allow_all_when_granted",
+            "flag_on_restricted_empty_excludes_allow_all",
+            "flag_on_unscoped_key_preserves_allow_all",
+            "flag_on_preserves_submitted_byom",
+            "flag_on_preserves_submitted_byom_when_it_is_allow_all",
+            "flag_on_non_virtual_key_preserves_allow_all",
+        ),
+    )
+    async def test_allow_all_keys_scope_flag(
+        self,
+        flag_enabled,
+        via_virtual_key,
+        resolved_server_ids,
+        scope,
+        submitted_server_ids,
+        expected_server_ids,
+    ):  # test-quality-ok: parameterized matrix covers the scope state machine
+        from litellm.proxy._experimental.mcp_server.auth.user_api_key_auth_mcp import MCPServerAccess
+
+        manager = MCPServerManager()
+        auth = UserAPIKeyAuth(api_key="sk-test", user_id="user-123")
+        auth.via_virtual_key = via_virtual_key
+        access = MCPServerAccess(server_ids=resolved_server_ids, scope=scope)
+
+        with (
+            patch.object(manager, "get_allow_all_keys_server_ids", return_value=["public"]),
+            patch.object(
+                manager,
+                "_get_active_submitted_mcp_server_ids_for_user",
+                new=AsyncMock(return_value=list(submitted_server_ids)),
+            ),
+        ):
+            assert (
+                set(
+                    await manager.get_allowed_mcp_servers(
+                        auth,
+                        access=access,
+                        general_settings={"mcp_allow_all_keys_respects_mcp_scope": flag_enabled},
+                    )
+                )
+                == expected_server_ids
+            )
+
     @pytest.mark.asyncio
     async def test_get_allowed_mcp_servers_anonymous_delegate_requires_oauth2(self):
         """Anonymous delegated auth listing should only include oauth2 servers."""
@@ -11006,3 +11099,294 @@ class TestOpenApiHandlerRelaysUpstreamAuth:
 
         assert result.isError is True
         assert "upstream returned HTTP 503" in result.content[0].text
+
+
+class TestLitellmAdmissionKeyIsNeverTheSubjectToken:
+    """The bearer that admitted the request as a LiteLLM key must not be sent to the IdP as the
+    RFC 8693 subject_token (or ID-JAG assertion). Only ``x-litellm-api-key`` disambiguates: with it
+    present, ``Authorization`` is the caller's own identity token and is exchanged as before."""
+
+    _ADMISSION_KEY: Final = "sk-litellm-virtual-key"
+    _USER_TOKEN: Final = "user-idp-jwt"
+
+    @staticmethod
+    def _token_exchange_server(server_id: str) -> MCPServer:
+        return MCPServer(
+            server_id=server_id,
+            name=f"{server_id}-server",
+            url="https://up.example.com/mcp",
+            transport=MCPTransport.http,
+            auth_type=MCPAuth.oauth2_token_exchange,
+            token_exchange_endpoint="https://idp.example.com/token",
+            client_id="cid",
+            client_secret="csec",
+        )
+
+    @staticmethod
+    def _id_jag_server(server_id: str) -> MCPServer:
+        return MCPServer(
+            server_id=server_id,
+            name=f"{server_id}-server",
+            url="https://up.example.com/mcp",
+            transport=MCPTransport.http,
+            auth_type=MCPAuth.oauth2_id_jag,
+            client_id="cid",
+            client_secret="csec",
+            token_exchange_endpoint="https://idp.example.com/token",
+            id_jag_resource_token_endpoint="https://resource-as.example.com/token",
+        )
+
+    @staticmethod
+    def _recording_provider() -> MagicMock:
+        from litellm.proxy._experimental.mcp_server.outbound_credentials.httpx_auth import StaticHeaderAuth
+        from litellm.proxy._experimental.mcp_server.outbound_credentials.result import Ok
+
+        provider: Final = MagicMock()
+        provider.resolve_credentials = AsyncMock(
+            return_value=Ok(StaticHeaderAuth("Bearer MINTED", header_name="Authorization"))
+        )
+        return provider
+
+    @staticmethod
+    def _subjects_seen_by(provider: MagicMock) -> list[str | None]:
+        return [
+            call.args[0].inbound_token.get_secret_value() if call.args[0].inbound_token else None
+            for call in provider.resolve_credentials.call_args_list
+        ]
+
+    @staticmethod
+    def _manager_with_recording_client() -> MCPServerManager:
+        manager: Final = MCPServerManager()
+        client: Final = AsyncMock()
+        client.call_tool = AsyncMock(return_value=CallToolResult(content=[], isError=False))
+        client.list_prompts = AsyncMock(return_value=[])
+        client.read_resource = AsyncMock(return_value=ReadResourceResult(contents=[]))
+        manager._create_mcp_client = AsyncMock(return_value=client)
+        return manager
+
+    @staticmethod
+    def _subject_token_given_to_client(manager: MCPServerManager) -> str | None:
+        return manager._create_mcp_client.call_args.kwargs["subject_token"]
+
+    async def _call_tool_subject(self, server: MCPServer, oauth2_headers, raw_headers, user_api_key_auth):
+        manager: Final = self._manager_with_recording_client()
+        await manager._call_regular_mcp_tool(
+            mcp_server=server,
+            original_tool_name="tool",
+            arguments={},
+            tasks=[],
+            mcp_auth_header=None,
+            mcp_server_auth_headers=None,
+            oauth2_headers=oauth2_headers,
+            raw_headers=raw_headers,
+            proxy_logging_obj=None,
+            user_api_key_auth=user_api_key_auth,
+        )
+        return self._subject_token_given_to_client(manager)
+
+    @pytest.mark.asyncio
+    @pytest.mark.parametrize("auth_type", [MCPAuth.oauth2_token_exchange, MCPAuth.oauth2_id_jag])
+    async def test_tools_call_with_only_the_litellm_key_has_no_subject(self, auth_type):
+        server = (
+            self._token_exchange_server("te-call")
+            if auth_type == MCPAuth.oauth2_token_exchange
+            else self._id_jag_server("jag-call")
+        )
+        subject_token = await self._call_tool_subject(
+            server,
+            oauth2_headers={"Authorization": f"Bearer {self._ADMISSION_KEY}"},
+            raw_headers={"authorization": f"Bearer {self._ADMISSION_KEY}"},
+            user_api_key_auth=UserAPIKeyAuth(api_key="hashed-key", user_id="alice"),
+        )
+        assert subject_token is None
+
+    @pytest.mark.asyncio
+    async def test_rest_tools_call_with_only_the_litellm_key_has_no_subject(self):
+        """The REST facade passes no oauth2_headers; the bearer is reached through raw_headers only."""
+        subject_token = await self._call_tool_subject(
+            self._token_exchange_server("te-rest"),
+            oauth2_headers=None,
+            raw_headers={"Authorization": f"Bearer {self._ADMISSION_KEY}"},
+            user_api_key_auth=UserAPIKeyAuth(api_key="hashed-key", user_id="alice"),
+        )
+        assert subject_token is None
+
+    @pytest.mark.asyncio
+    async def test_tools_call_exchanges_the_user_token_when_x_litellm_api_key_admits(self):
+        subject_token = await self._call_tool_subject(
+            self._token_exchange_server("te-split"),
+            oauth2_headers={"Authorization": f"Bearer {self._USER_TOKEN}"},
+            raw_headers={
+                "X-LiteLLM-API-Key": f"Bearer {self._ADMISSION_KEY}",
+                "authorization": f"Bearer {self._USER_TOKEN}",
+            },
+            user_api_key_auth=UserAPIKeyAuth(api_key="hashed-key", user_id="alice"),
+        )
+        assert subject_token == self._USER_TOKEN
+
+    @pytest.mark.asyncio
+    async def test_tools_call_with_an_empty_x_litellm_api_key_has_no_subject(self):
+        """Admission ignores an empty ``x-litellm-api-key`` and validates ``Authorization`` instead."""
+        subject_token = await self._call_tool_subject(
+            self._token_exchange_server("te-empty-header"),
+            oauth2_headers={"Authorization": f"Bearer {self._ADMISSION_KEY}"},
+            raw_headers={"x-litellm-api-key": "", "authorization": f"Bearer {self._ADMISSION_KEY}"},
+            user_api_key_auth=UserAPIKeyAuth(api_key="hashed-key", user_id="alice"),
+        )
+        assert subject_token is None
+
+    @pytest.mark.asyncio
+    async def test_tools_call_with_the_same_litellm_key_in_both_headers_has_no_subject(self):
+        subject_token = await self._call_tool_subject(
+            self._token_exchange_server("te-same-key"),
+            oauth2_headers={"Authorization": f"Bearer {self._ADMISSION_KEY}"},
+            raw_headers={
+                "x-litellm-api-key": self._ADMISSION_KEY,
+                "authorization": f"Bearer {self._ADMISSION_KEY}",
+            },
+            user_api_key_auth=UserAPIKeyAuth(api_key="hashed-key", user_id="alice"),
+        )
+        assert subject_token is None
+
+    @pytest.mark.asyncio
+    async def test_tools_call_with_a_different_litellm_key_in_authorization_has_no_subject(self):
+        """A second ``sk-`` virtual key next to ``x-litellm-api-key`` is still a gateway credential."""
+        subject_token = await self._call_tool_subject(
+            self._token_exchange_server("te-second-key"),
+            oauth2_headers={"Authorization": "Bearer sk-another-virtual-key"},
+            raw_headers={
+                "x-litellm-api-key": f"Bearer {self._ADMISSION_KEY}",
+                "authorization": "Bearer sk-another-virtual-key",
+            },
+            user_api_key_auth=UserAPIKeyAuth(api_key="hashed-key", user_id="alice"),
+        )
+        assert subject_token is None
+
+    @pytest.mark.asyncio
+    async def test_tools_call_exchanges_the_bearer_when_jwt_admission_left_api_key_unset(self):
+        subject_token = await self._call_tool_subject(
+            self._token_exchange_server("te-jwt"),
+            oauth2_headers={"Authorization": f"Bearer {self._USER_TOKEN}"},
+            raw_headers={"authorization": f"Bearer {self._USER_TOKEN}"},
+            user_api_key_auth=UserAPIKeyAuth(api_key=None, user_id="alice"),
+        )
+        assert subject_token == self._USER_TOKEN
+
+    @pytest.mark.asyncio
+    async def test_tools_list_with_only_the_litellm_key_has_no_subject(self):
+        manager: Final = self._manager_with_recording_client()
+        manager._fetch_tools_with_timeout = AsyncMock(return_value=[])
+        await manager._get_tools_from_server(
+            server=self._token_exchange_server("te-list-key"),
+            oauth2_headers={"Authorization": f"Bearer {self._ADMISSION_KEY}"},
+            raw_headers={"authorization": f"Bearer {self._ADMISSION_KEY}"},
+            user_api_key_auth=UserAPIKeyAuth(api_key="hashed-key", user_id="alice"),
+        )
+        assert self._subject_token_given_to_client(manager) is None
+
+    @pytest.mark.asyncio
+    async def test_prompts_list_with_only_the_litellm_key_has_no_subject(self):
+        manager: Final = self._manager_with_recording_client()
+        await manager.get_prompts_from_server(
+            server=self._token_exchange_server("te-prompts-key"),
+            user_api_key_auth=UserAPIKeyAuth(api_key="hashed-key", user_id="alice"),
+            raw_headers={"authorization": f"Bearer {self._ADMISSION_KEY}"},
+        )
+        assert self._subject_token_given_to_client(manager) is None
+
+    @pytest.mark.asyncio
+    async def test_resource_read_with_only_the_litellm_key_has_no_subject(self):
+        manager: Final = self._manager_with_recording_client()
+        await manager.read_resource_from_server(
+            server=self._token_exchange_server("te-read-key"),
+            user_api_key_auth=UserAPIKeyAuth(api_key="hashed-key", user_id="alice"),
+            url=AnyUrl("file:///notes.txt"),
+            raw_headers={"authorization": f"Bearer {self._ADMISSION_KEY}"},
+        )
+        assert self._subject_token_given_to_client(manager) is None
+
+    @pytest.mark.asyncio
+    async def test_resource_read_exchanges_the_user_token_when_x_litellm_api_key_admits(self):
+        manager: Final = self._manager_with_recording_client()
+        await manager.read_resource_from_server(
+            server=self._token_exchange_server("te-read-split"),
+            user_api_key_auth=UserAPIKeyAuth(api_key="hashed-key", user_id="alice"),
+            url=AnyUrl("file:///notes.txt"),
+            raw_headers={
+                "x-litellm-api-key": f"Bearer {self._ADMISSION_KEY}",
+                "authorization": f"Bearer {self._USER_TOKEN}",
+            },
+        )
+        assert self._subject_token_given_to_client(manager) == self._USER_TOKEN
+
+    @pytest.mark.asyncio
+    async def test_openapi_call_never_hands_the_litellm_key_to_the_exchanger(self):
+        provider: Final = self._recording_provider()
+        manager = MCPServerManager(cred_provider=provider)
+        server = MCPServer(
+            server_id="te-openapi",
+            name="te_openapi",
+            server_name="te_openapi",
+            url=None,
+            transport=MCPTransport.http,
+            auth_type=MCPAuth.oauth2_token_exchange,
+            token_exchange_endpoint="https://idp.example.com/token",
+            client_id="cid",
+            client_secret="csec",
+            spec_path="https://api.example.com/openapi.json",
+        )
+        user_auth = UserAPIKeyAuth(api_key="hashed-key", user_id="alice")
+
+        await manager.resolve_openapi_upstream_auth(
+            mcp_server=server,
+            oauth2_headers={"Authorization": f"Bearer {self._ADMISSION_KEY}"},
+            raw_headers={"authorization": f"Bearer {self._ADMISSION_KEY}"},
+            mcp_auth_header=None,
+            user_api_key_auth=user_auth,
+            forwarded_headers=None,
+        )
+        await manager.resolve_openapi_upstream_auth(
+            mcp_server=server,
+            oauth2_headers={"Authorization": f"Bearer {self._USER_TOKEN}"},
+            raw_headers={
+                "x-litellm-api-key": f"Bearer {self._ADMISSION_KEY}",
+                "authorization": f"Bearer {self._USER_TOKEN}",
+            },
+            mcp_auth_header=None,
+            user_api_key_auth=user_auth,
+            forwarded_headers=None,
+        )
+        assert self._subjects_seen_by(provider) == [None, self._USER_TOKEN]
+
+    @pytest.mark.asyncio
+    async def test_preflight_challenges_instead_of_exchanging_the_litellm_key(self):
+        provider: Final = self._recording_provider()
+        manager = MCPServerManager(cred_provider=provider)
+
+        with pytest.raises(HTTPException) as exc_info:
+            await manager.preflight_token_exchange(
+                server=self._token_exchange_server("te-preflight-key"),
+                oauth2_headers={"Authorization": f"Bearer {self._ADMISSION_KEY}"},
+                user_api_key_auth=UserAPIKeyAuth(api_key="hashed-key", user_id="alice"),
+                raw_headers={"authorization": f"Bearer {self._ADMISSION_KEY}"},
+            )
+        assert exc_info.value.status_code == 401
+        headers = exc_info.value.headers or {}
+        assert "resource_metadata" in (headers.get("WWW-Authenticate") or headers.get("www-authenticate") or "")
+        assert self._subjects_seen_by(provider) == []
+
+    @pytest.mark.asyncio
+    async def test_preflight_exchanges_the_user_token_when_x_litellm_api_key_admits(self):
+        provider: Final = self._recording_provider()
+        manager = MCPServerManager(cred_provider=provider)
+
+        await manager.preflight_token_exchange(
+            server=self._token_exchange_server("te-preflight-split"),
+            oauth2_headers={"Authorization": f"Bearer {self._USER_TOKEN}"},
+            user_api_key_auth=UserAPIKeyAuth(api_key="hashed-key", user_id="alice"),
+            raw_headers={
+                "x-litellm-api-key": f"Bearer {self._ADMISSION_KEY}",
+                "authorization": f"Bearer {self._USER_TOKEN}",
+            },
+        )
+        assert self._subjects_seen_by(provider) == [self._USER_TOKEN]
diff --git a/tests/test_litellm/proxy/_experimental/mcp_server/test_mcp_tool_search.py b/tests/test_litellm/proxy/_experimental/mcp_server/test_mcp_tool_search.py
index 16221f44efe..239f89ebd90 100644
--- a/tests/test_litellm/proxy/_experimental/mcp_server/test_mcp_tool_search.py
+++ b/tests/test_litellm/proxy/_experimental/mcp_server/test_mcp_tool_search.py
@@ -10,33 +10,36 @@ Covers:
 """
 
 import json
+from collections.abc import Sequence
 from typing import Any
 from unittest.mock import AsyncMock, MagicMock, patch
 
 import pytest
+from mcp.types import Tool
 
+import litellm
 from litellm.models.object_permission import LiteLLM_ObjectPermissionTable
 from litellm.proxy._experimental.mcp_server.faults.list_outcomes import AggregateToolListing
 from litellm.proxy._experimental.mcp_server.tool_search import (
     AGENT_SEARCH_TOOL_NAME,
     MCP_TOOL_CALL_TOOL_NAME,
     MCP_TOOL_SEARCH_TOOL_NAME,
+    SemanticToolRanker,
+    ToolSearchResult,
     coerce_top_k,
     get_virtual_tool_definitions,
+    search_mcp_tools,
     search_tools,
 )
 from litellm.proxy._types import LitellmUserRoles, UserAPIKeyAuth
+from litellm.proxy.common_utils.semantic_text_index import EmbeddingFailed, SemanticTextIndex, Vector
+from litellm.types.mcp import MCPToolSearchSettings
 
 
-def _make_tools(specs: list[tuple[str, str]]) -> list[dict[str, Any]]:
-    return [
-        {
-            "name": name,
-            "description": desc,
-            "inputSchema": {"type": "object", "properties": {}},
-        }
-        for name, desc in specs
-    ]
+def _make_tools(specs: list[tuple[str, str]]) -> tuple[Tool, ...]:
+    return tuple(
+        Tool(name=name, description=desc, inputSchema={"type": "object", "properties": {}}) for name, desc in specs
+    )
 
 
 def _make_perm(**kwargs: Any) -> LiteLLM_ObjectPermissionTable:
@@ -54,6 +57,160 @@ SAMPLE_TOOLS = _make_tools(
 )
 
 
+FX_TOOL = Tool(
+    name="treasury-get_rates",
+    description="Get foreign exchange rates for a currency pair",
+    inputSchema={"type": "object", "properties": {}},
+)
+WEATHER_TOOL = Tool(
+    name="weather-forecast",
+    description="Get the weather forecast for a city",
+    inputSchema={"type": "object", "properties": {}},
+)
+CALENDAR_TOOL = Tool(
+    name="calendar-create_event",
+    description="Create a calendar event",
+    inputSchema={"type": "object", "properties": {}},
+)
+CATALOG = (FX_TOOL, WEATHER_TOOL, CALENDAR_TOOL)
+
+# A stand-in embedding space: "FX" sits next to the foreign-exchange tool and far from the rest.
+FAKE_VECTORS: dict[str, Vector] = {
+    "FX": (1.0, 0.0),
+    f"{FX_TOOL.name}\n{FX_TOOL.description}": (0.9, 0.1),
+    f"{WEATHER_TOOL.name}\n{WEATHER_TOOL.description}": (0.3, 1.0),
+    f"{CALENDAR_TOOL.name}\n{CALENDAR_TOOL.description}": (0.0, 1.0),
+}
+
+
+class RecordingEmbedder:
+    def __init__(self) -> None:
+        self.calls: list[tuple[str, ...]] = []
+
+    async def __call__(self, texts: Sequence[str]) -> Sequence[Vector]:
+        self.calls.append(tuple(texts))
+        return tuple(FAKE_VECTORS[text] for text in texts)
+
+
+def _ranker(embedder: RecordingEmbedder | None = None) -> SemanticToolRanker:
+    return SemanticToolRanker(embed=embedder or RecordingEmbedder(), embedding_model="emb", index=SemanticTextIndex())
+
+
+def _names(results: Sequence[ToolSearchResult] | EmbeddingFailed) -> list[str]:
+    assert not isinstance(results, EmbeddingFailed)
+    return [tool["name"] for tool in results]
+
+
+class TestSearchMcpTools:
+    @pytest.mark.asyncio
+    async def test_semantic_mode_finds_foreign_exchange_tool_for_fx(self) -> None:
+        keyword_only = await search_mcp_tools("FX", CATALOG, 5, MCPToolSearchSettings(), ranker=None)
+        assert _names(keyword_only) == []
+
+        results = await search_mcp_tools("FX", CATALOG, 5, MCPToolSearchSettings(embedding_model="emb"), _ranker())
+        assert _names(results) == [FX_TOOL.name, WEATHER_TOOL.name, CALENDAR_TOOL.name]
+        assert not isinstance(results, EmbeddingFailed)
+        assert results[0]["score"] > results[1]["score"] > results[2]["score"]
+        assert results[0]["inputSchema"] == FX_TOOL.inputSchema
+
+    @pytest.mark.asyncio
+    async def test_similarity_threshold_drops_weak_matches(self) -> None:
+        settings = MCPToolSearchSettings(embedding_model="emb", similarity_threshold=0.5)
+        results = await search_mcp_tools("FX", CATALOG, 5, settings, _ranker())
+        assert _names(results) == [FX_TOOL.name]
+
+    @pytest.mark.asyncio
+    async def test_request_top_k_limits_semantic_results(self) -> None:
+        results = await search_mcp_tools("FX", CATALOG, 2, MCPToolSearchSettings(embedding_model="emb"), _ranker())
+        assert _names(results) == [FX_TOOL.name, WEATHER_TOOL.name]
+
+    @pytest.mark.asyncio
+    async def test_configured_top_k_caps_request_top_k(self) -> None:
+        settings = MCPToolSearchSettings(embedding_model="emb", top_k=1)
+        assert _names(await search_mcp_tools("FX", CATALOG, 50, settings, _ranker())) == [FX_TOOL.name]
+        assert _names(await search_mcp_tools("weather", CATALOG, 50, MCPToolSearchSettings(top_k=1), None)) == [
+            WEATHER_TOOL.name
+        ]
+
+    @pytest.mark.asyncio
+    async def test_core_tools_lead_and_do_not_consume_top_k(self) -> None:
+        settings = MCPToolSearchSettings(embedding_model="emb", top_k=1, core_tools=(CALENDAR_TOOL.name,))
+        results = await search_mcp_tools("FX", CATALOG, 1, settings, _ranker())
+        assert _names(results) == [CALENDAR_TOOL.name, FX_TOOL.name]
+        assert not isinstance(results, EmbeddingFailed)
+        assert "score" not in results[0]
+
+    @pytest.mark.asyncio
+    async def test_core_tools_apply_in_keyword_mode_too(self) -> None:
+        settings = MCPToolSearchSettings(core_tools=(CALENDAR_TOOL.name,))
+        assert _names(await search_mcp_tools("weather", CATALOG, 5, settings, None)) == [
+            CALENDAR_TOOL.name,
+            WEATHER_TOOL.name,
+        ]
+
+    @pytest.mark.asyncio
+    async def test_core_tools_outside_the_callers_catalog_are_not_returned(self) -> None:
+        settings = MCPToolSearchSettings(embedding_model="emb", core_tools=("payroll-run", CALENDAR_TOOL.name))
+        results = await search_mcp_tools("FX", (FX_TOOL, WEATHER_TOOL), 5, settings, _ranker())
+        assert _names(results) == [FX_TOOL.name, WEATHER_TOOL.name]
+
+    @pytest.mark.asyncio
+    async def test_core_tools_are_listed_once_and_never_embedded(self) -> None:
+        embedder = RecordingEmbedder()
+        settings = MCPToolSearchSettings(embedding_model="emb", core_tools=(FX_TOOL.name, FX_TOOL.name))
+        results = await search_mcp_tools("FX", CATALOG, 5, settings, _ranker(embedder))
+        assert _names(results) == [FX_TOOL.name, WEATHER_TOOL.name, CALENDAR_TOOL.name]
+        assert all(FX_TOOL.description not in text for call in embedder.calls for text in call)
+
+    @pytest.mark.asyncio
+    async def test_empty_query_returns_only_core_tools_without_embedding(self) -> None:
+        embedder = RecordingEmbedder()
+        settings = MCPToolSearchSettings(embedding_model="emb", core_tools=(CALENDAR_TOOL.name,))
+        assert _names(await search_mcp_tools("", CATALOG, 5, settings, _ranker(embedder))) == [CALENDAR_TOOL.name]
+        assert embedder.calls == []
+
+    @pytest.mark.asyncio
+    async def test_repeat_searches_only_embed_the_query(self) -> None:
+        embedder = RecordingEmbedder()
+        ranker = _ranker(embedder)
+        settings = MCPToolSearchSettings(embedding_model="emb")
+        await search_mcp_tools("FX", CATALOG, 5, settings, ranker)
+        await search_mcp_tools("FX", CATALOG, 5, settings, ranker)
+        assert [len(call) for call in embedder.calls] == [4, 1]
+
+    @pytest.mark.asyncio
+    async def test_embedding_failure_is_reported_not_raised(self) -> None:
+        async def failing(texts: Sequence[str]) -> Sequence[Vector]:
+            raise ValueError("embedding model is down")
+
+        ranker = SemanticToolRanker(embed=failing, embedding_model="emb", index=SemanticTextIndex())
+        result = await search_mcp_tools("FX", CATALOG, 5, MCPToolSearchSettings(embedding_model="emb"), ranker)
+        assert isinstance(result, EmbeddingFailed)
+        assert "embedding model is down" in result.reason
+
+
+class TestMcpToolSearchSettings:
+    def test_rejects_out_of_range_values(self) -> None:
+        from pydantic import ValidationError
+
+        with pytest.raises(ValidationError):
+            MCPToolSearchSettings(top_k=0)
+        with pytest.raises(ValidationError):
+            MCPToolSearchSettings(similarity_threshold=1.5)
+
+    def test_yaml_shape_round_trips(self) -> None:
+        settings = MCPToolSearchSettings.model_validate(
+            {"embedding_model": "emb", "top_k": 3, "similarity_threshold": 0.2, "core_tools": ["a", "b"]}
+        )
+        assert settings.core_tools == ("a", "b")
+        assert settings.model_dump() == {
+            "embedding_model": "emb",
+            "top_k": 3,
+            "similarity_threshold": 0.2,
+            "core_tools": ("a", "b"),
+        }
+
+
 class TestCoerceTopK:
     def test_int_passthrough(self) -> None:
         assert coerce_top_k(3) == 3
@@ -92,10 +249,10 @@ class TestSearchTools:
         assert len(results) <= 2
 
     def test_empty_query_returns_empty(self) -> None:
-        assert search_tools("", SAMPLE_TOOLS) == []
+        assert search_tools("", SAMPLE_TOOLS) == ()
 
     def test_no_match_returns_empty(self) -> None:
-        assert search_tools("xyzzy_nonexistent_zzz", SAMPLE_TOOLS) == []
+        assert search_tools("xyzzy_nonexistent_zzz", SAMPLE_TOOLS) == ()
 
     def test_matches_description_not_just_name(self) -> None:
         results = search_tools("channel", SAMPLE_TOOLS)
@@ -603,6 +760,63 @@ class TestCallToolRestApiVirtualTools:
         assert result.isError is True
         assert result.content[0].text == "set agent_search_embedding_model"
 
+    def _semantic_request(self, query: str = "FX") -> MagicMock:
+        return self._make_request({"name": MCP_TOOL_SEARCH_TOOL_NAME, "arguments": {"query": query}})
+
+    @pytest.mark.asyncio
+    async def test_mcp_tool_search_ranks_the_callers_catalog_with_the_configured_embedding_model(
+        self, monkeypatch: pytest.MonkeyPatch
+    ) -> None:
+        monkeypatch.setattr(litellm, "mcp_tool_search", {"embedding_model": "emb", "similarity_threshold": 0.5})
+        user_api_key_dict = UserAPIKeyAuth(
+            api_key="k", team_id="team-1", object_permission=_make_perm(mcp_tool_search_enabled=True)
+        )
+
+        async def fake_aembedding(model: str, input: list[str], metadata: dict[str, Any]) -> MagicMock:
+            assert model == "emb"
+            assert metadata["user_api_key"] == "k"
+            assert metadata["user_api_key_team_id"] == "team-1"
+            response = MagicMock()
+            response.model_dump.return_value = {"data": [{"embedding": list(FAKE_VECTORS[t])} for t in input]}
+            return response
+
+        router = MagicMock()
+        router.aembedding = AsyncMock(side_effect=fake_aembedding)
+        with (
+            patch(  # test-quality-ok: the proxy's router is a module global; the handler reaches it the way production does
+                "litellm.proxy.proxy_server.llm_router", router
+            ),
+            patch(  # test-quality-ok: the authorized catalog is the seam every virtual tool shares; the ranking under test stays real
+                "litellm.proxy._experimental.mcp_server.server._list_mcp_tools",
+                new_callable=AsyncMock,
+                return_value=AggregateToolListing(tools=list(CATALOG), outcomes={}),
+            ) as mock_list,
+        ):
+            result = await self._get_call_fn()(request=self._semantic_request(), user_api_key_dict=user_api_key_dict)
+
+        assert mock_list.await_args.kwargs["user_api_key_auth"] is user_api_key_dict
+        assert result.isError is False
+        assert [t["name"] for t in json.loads(result.content[0].text)] == [FX_TOOL.name]
+
+    @pytest.mark.asyncio
+    async def test_mcp_tool_search_reports_missing_router_as_tool_error(self, monkeypatch: pytest.MonkeyPatch) -> None:
+        monkeypatch.setattr(litellm, "mcp_tool_search", {"embedding_model": "emb"})
+        user_api_key_dict = UserAPIKeyAuth(api_key="k", object_permission=_make_perm(mcp_tool_search_enabled=True))
+        with patch(  # test-quality-ok: the proxy's router is a module global; the handler reaches it the way production does
+            "litellm.proxy.proxy_server.llm_router", None
+        ):
+            result = await self._get_call_fn()(request=self._semantic_request(), user_api_key_dict=user_api_key_dict)
+        assert result.isError is True
+        assert "mcp_tool_search.embedding_model" in result.content[0].text
+
+    @pytest.mark.asyncio
+    async def test_mcp_tool_search_reports_invalid_settings_as_tool_error(self, monkeypatch: pytest.MonkeyPatch) -> None:
+        monkeypatch.setattr(litellm, "mcp_tool_search", {"top_k": 0})
+        user_api_key_dict = UserAPIKeyAuth(api_key="k", object_permission=_make_perm(mcp_tool_search_enabled=True))
+        result = await self._get_call_fn()(request=self._semantic_request(), user_api_key_dict=user_api_key_dict)
+        assert result.isError is True
+        assert "top_k" in result.content[0].text
+
     @pytest.mark.asyncio
     async def test_agent_search_requires_flag_enabled(self) -> None:
         from fastapi import HTTPException
diff --git a/tests/test_litellm/proxy/_experimental/mcp_server/test_rest_endpoints.py b/tests/test_litellm/proxy/_experimental/mcp_server/test_rest_endpoints.py
index ef5631218f3..d441c05090b 100644
--- a/tests/test_litellm/proxy/_experimental/mcp_server/test_rest_endpoints.py
+++ b/tests/test_litellm/proxy/_experimental/mcp_server/test_rest_endpoints.py
@@ -1,4 +1,5 @@
 import asyncio
+import inspect
 import json
 import sys
 from datetime import datetime
@@ -13,6 +14,7 @@ import pytest
 from fastapi import HTTPException
 from starlette.requests import Request
 
+from litellm.constants import MCP_TOOL_LISTING_TIMEOUT
 from litellm.proxy._experimental.mcp_server import rest_endpoints
 from litellm.proxy._experimental.mcp_server.auth import (
     user_api_key_auth_mcp as auth_mcp,
@@ -109,6 +111,71 @@ class TestExecuteWithMcpClient:
         assert result["status"] == "error"
         assert "stack_trace" not in result
 
+    @pytest.mark.asyncio
+    async def test_timeout_caps_hanging_operation_and_names_url(self, monkeypatch):
+        async def fake_create_client(*args, **kwargs):
+            return object()
+
+        monkeypatch.setattr(
+            rest_endpoints.global_mcp_server_manager,
+            "_create_mcp_client",
+            fake_create_client,
+        )
+
+        async def hanging_operation(client):
+            await asyncio.Event().wait()
+
+        payload = NewMCPServerRequest(
+            server_name="example",
+            url="https://mcp.example.com/mcp/",
+            auth_type=MCPAuth.none,
+        )
+
+        result = await asyncio.wait_for(
+            rest_endpoints._execute_with_mcp_client(payload, hanging_operation, timeout_seconds=0.05),
+            timeout=5,
+        )
+
+        assert result["error"] is True
+        assert "https://mcp.example.com/mcp/" in result["message"]
+
+    @pytest.mark.asyncio
+    async def test_timeout_covers_client_creation(self, monkeypatch):
+        async def hanging_create_client(*args, **kwargs):
+            await asyncio.Event().wait()
+
+        monkeypatch.setattr(
+            rest_endpoints.global_mcp_server_manager,
+            "_create_mcp_client",
+            hanging_create_client,
+        )
+
+        async def unreached_operation(client):
+            return {"status": "ok"}
+
+        payload = NewMCPServerRequest(
+            server_name="example",
+            url="https://mcp.example.com/mcp/",
+            auth_type=MCPAuth.none,
+        )
+
+        result = await asyncio.wait_for(
+            rest_endpoints._execute_with_mcp_client(payload, unreached_operation, timeout_seconds=0.05),
+            timeout=5,
+        )
+
+        assert result["error"] is True
+        assert "https://mcp.example.com/mcp/" in result["message"]
+
+    def test_timeout_defaults_to_tool_listing_timeout(self):
+        default = inspect.signature(rest_endpoints._execute_with_mcp_client).parameters["timeout_seconds"].default
+        assert default == MCP_TOOL_LISTING_TIMEOUT
+
+    def test_connection_error_message_timeout_names_url_and_budget(self):
+        message = rest_endpoints._connection_error_message(TimeoutError(), "https://api.example.com/mcp/", 30.0)
+        assert "https://api.example.com/mcp/" in message
+        assert "30s" in message
+
     @pytest.mark.asyncio
     async def test_forwards_static_headers(self, monkeypatch):
         """Ensure static_headers are forwarded to the MCP client during test calls.
@@ -214,6 +281,46 @@ class TestExecuteWithMcpClient:
         assert server.scopes == ["read", "write"]
         assert server.has_client_credentials is True
 
+    async def test_preview_forwards_per_server_timeout_to_client_factory(self, monkeypatch):
+        """The request's per-server timeout must reach the temporary MCPServer model:
+        the client factory reads ``server.timeout`` for both the per-request timeout
+        and the preview's whole-walk listing deadline."""
+        captured: dict = {}
+
+        def fake_build_stdio_env(server, raw_headers):
+            return None
+
+        async def fake_create_client(*args, **kwargs):
+            captured["server"] = kwargs.get("server")
+            return object()
+
+        monkeypatch.setattr(
+            rest_endpoints.global_mcp_server_manager,
+            "_build_stdio_env",
+            fake_build_stdio_env,
+            raising=False,
+        )
+        monkeypatch.setattr(
+            rest_endpoints.global_mcp_server_manager,
+            "_create_mcp_client",
+            fake_create_client,
+            raising=False,
+        )
+
+        async def ok_operation(client):
+            return {"status": "ok"}
+
+        payload = NewMCPServerRequest(
+            server_name="slow-catalog-server",
+            url="https://example.com",
+            timeout=120.5,
+        )
+
+        result = await rest_endpoints._execute_with_mcp_client(payload, ok_operation)
+
+        assert result["status"] == "ok"
+        assert captured["server"].timeout == 120.5
+
     @pytest.mark.asyncio
     async def test_m2m_drops_incoming_oauth2_headers(self, monkeypatch):
         """For M2M OAuth servers the incoming Authorization header (which carries
@@ -524,6 +631,131 @@ class TestTestToolsList:
         assert captured["oauth2_headers"] is None
         assert oauth_call_counter["count"] == 0
 
+    async def test_preview_tools_list_times_out_on_slow_pagination(self, monkeypatch):
+        """A preview whose upstream paginates past the listing deadline returns a
+        timeout error instead of holding the request open."""
+        monkeypatch.setattr(rest_endpoints, "MCP_CLIENT_TIMEOUT", 0.05, raising=False)
+        monkeypatch.setattr(rest_endpoints, "MCP_TOOL_LISTING_TIMEOUT", 0.05, raising=False)
+
+        class SlowClient:
+            async def list_tools(self, raise_on_error=False):
+                await asyncio.sleep(1)
+                return []
+
+        async def fake_execute(
+            request,
+            operation,
+            mcp_auth_header=None,
+            oauth2_headers=None,
+            raw_headers=None,
+        ):
+            return await operation(SlowClient())
+
+        monkeypatch.setattr(rest_endpoints, "_execute_with_mcp_client", fake_execute, raising=False)
+
+        from litellm.proxy._types import LitellmUserRoles
+
+        request = _build_request()
+        payload = NewMCPServerRequest(
+            server_name="example",
+            url="https://example.com",
+            auth_type=MCPAuth.api_key,
+            credentials={"auth_value": "secret-key"},
+        )
+
+        result = await rest_endpoints.test_tools_list(
+            request,
+            payload,
+            user_api_key_dict=UserAPIKeyAuth(user_role=LitellmUserRoles.PROXY_ADMIN),
+        )
+
+        assert result["status"] == "error"
+        assert result["error"] is True
+        assert "Timed out listing tools" in result["message"]
+
+    async def test_preview_tools_list_succeeds_within_deadline(self, monkeypatch):
+        """The preview timeout scope passes a fast listing through untouched."""
+        from mcp.types import Tool as MCPTool
+
+        class QuickClient:
+            async def list_tools(self, raise_on_error=False):
+                return [MCPTool(name="quick_tool", description="q", inputSchema={})]
+
+        async def fake_execute(
+            request,
+            operation,
+            mcp_auth_header=None,
+            oauth2_headers=None,
+            raw_headers=None,
+        ):
+            return await operation(QuickClient())
+
+        monkeypatch.setattr(rest_endpoints, "_execute_with_mcp_client", fake_execute, raising=False)
+
+        from litellm.proxy._types import LitellmUserRoles
+
+        request = _build_request()
+        payload = NewMCPServerRequest(
+            server_name="example",
+            url="https://example.com",
+            auth_type=MCPAuth.api_key,
+            credentials={"auth_value": "secret-key"},
+        )
+
+        result = await rest_endpoints.test_tools_list(
+            request,
+            payload,
+            user_api_key_dict=UserAPIKeyAuth(user_role=LitellmUserRoles.PROXY_ADMIN),
+        )
+
+        assert result["error"] is None
+        assert result["message"] == "Successfully retrieved tools"
+        assert [tool["name"] for tool in result["tools"]] == ["quick_tool"]
+
+    async def test_preview_tools_list_honors_per_server_timeout(self, monkeypatch):
+        """A per-server timeout above the global default extends the preview deadline."""
+        monkeypatch.setattr(rest_endpoints, "MCP_CLIENT_TIMEOUT", 0.05, raising=False)
+        monkeypatch.setattr(rest_endpoints, "MCP_TOOL_LISTING_TIMEOUT", 0.05, raising=False)
+
+        from mcp.types import Tool as MCPTool
+
+        class SlowConfiguredClient:
+            timeout = 1.0
+
+            async def list_tools(self, raise_on_error=False):
+                await asyncio.sleep(0.2)
+                return [MCPTool(name="slow_tool", description="s", inputSchema={})]
+
+        async def fake_execute(
+            request,
+            operation,
+            mcp_auth_header=None,
+            oauth2_headers=None,
+            raw_headers=None,
+        ):
+            return await operation(SlowConfiguredClient())
+
+        monkeypatch.setattr(rest_endpoints, "_execute_with_mcp_client", fake_execute, raising=False)
+
+        from litellm.proxy._types import LitellmUserRoles
+
+        request = _build_request()
+        payload = NewMCPServerRequest(
+            server_name="example",
+            url="https://example.com",
+            auth_type=MCPAuth.api_key,
+            credentials={"auth_value": "secret-key"},
+        )
+
+        result = await rest_endpoints.test_tools_list(
+            request,
+            payload,
+            user_api_key_dict=UserAPIKeyAuth(user_role=LitellmUserRoles.PROXY_ADMIN),
+        )
+
+        assert result["error"] is None
+        assert [tool["name"] for tool in result["tools"]] == ["slow_tool"]
+
     async def test_extracts_oauth2_headers(self, monkeypatch):
         """Ensure oauth2 auth type pulls oauth headers and omits MCP auth header."""
 
@@ -786,9 +1018,7 @@ class TestListToolsRestAPI:
         they do for a gateway session, never to the bare session key."""
         from litellm.constants import UI_SESSION_TOKEN_TEAM_ID
 
-        session_auth = UserAPIKeyAuth(
-            team_id=UI_SESSION_TOKEN_TEAM_ID, user_id="grant-user", user_role="internal_user"
-        )
+        session_auth = UserAPIKeyAuth(team_id=UI_SESSION_TOKEN_TEAM_ID, user_id="grant-user", user_role="internal_user")
         admitted_auth = UserAPIKeyAuth(user_id="grant-user", org_id="admitted-org")
 
         async def fake_reload(user_id):
@@ -868,9 +1098,7 @@ class TestListToolsRestAPI:
         from litellm.constants import UI_SESSION_TOKEN_TEAM_ID
         from litellm.proxy._types import LiteLLM_ObjectPermissionTable
 
-        session_auth = UserAPIKeyAuth(
-            team_id=UI_SESSION_TOKEN_TEAM_ID, user_id="grant-user", user_role="internal_user"
-        )
+        session_auth = UserAPIKeyAuth(team_id=UI_SESSION_TOKEN_TEAM_ID, user_id="grant-user", user_role="internal_user")
         scoped_auth = UserAPIKeyAuth(
             object_permission=LiteLLM_ObjectPermissionTable(
                 object_permission_id="toolset-scope",
@@ -952,6 +1180,123 @@ class TestListToolsRestAPI:
         assert scope_inputs == [session_auth]
         assert reload_calls == []
 
+    async def test_single_server_response_includes_paginated_upstream_tools(
+        self,
+        monkeypatch,
+    ):
+        """The REST tools/list path should include tools beyond the upstream first page."""
+        import litellm.experimental_mcp_client.client as mcp_client_module
+        from mcp.types import ListToolsResult, PaginatedRequestParams
+        from mcp.types import Tool as MCPTool
+
+        from litellm.proxy._experimental.mcp_server.server import MCPServer
+        from litellm.types.mcp import MCPTransport
+
+        async def fake_contexts(user_api_key_auth):
+            return [user_api_key_auth]
+
+        async def fake_get_allowed_mcp_servers(*args, **kwargs):
+            return ["server-1"]
+
+        stub_server = MCPServer(
+            server_id="server-1",
+            name="stub",
+            server_name="stub",
+            alias="stub",
+            url="https://example.com/mcp",
+            transport=MCPTransport.http,
+            mcp_info={"server_name": "stub"},
+        )
+        stub_server.available_on_public_internet = True
+
+        mock_transport_ctx = AsyncMock()
+        mock_transport_ctx.__aenter__ = AsyncMock(return_value=(MagicMock(), MagicMock()))
+        mock_transport_ctx.__aexit__ = AsyncMock(return_value=None)
+        monkeypatch.setattr(
+            mcp_client_module,
+            "streamable_http_client",
+            MagicMock(return_value=mock_transport_ctx),
+            raising=False,
+        )
+
+        mock_session_ctx = AsyncMock()
+        mock_session_instance = AsyncMock()
+        mock_session_instance.initialize = AsyncMock(return_value=None)
+        mock_session_instance.list_tools.side_effect = [
+            ListToolsResult(
+                tools=[
+                    MCPTool(
+                        name="first_page_tool",
+                        description="First page tool",
+                        inputSchema={},
+                    )
+                ],
+                nextCursor="page-2",
+            ),
+            ListToolsResult(
+                tools=[
+                    MCPTool(
+                        name="second_page_tool",
+                        description="Second page tool",
+                        inputSchema={},
+                    )
+                ]
+            ),
+        ]
+        mock_session_ctx.__aenter__ = AsyncMock(return_value=mock_session_instance)
+        mock_session_ctx.__aexit__ = AsyncMock(return_value=None)
+        monkeypatch.setattr(
+            mcp_client_module,
+            "ClientSession",
+            MagicMock(return_value=mock_session_ctx),
+            raising=False,
+        )
+
+        monkeypatch.setattr(
+            rest_endpoints,
+            "build_effective_auth_contexts",
+            fake_contexts,
+            raising=False,
+        )
+        monkeypatch.setattr(
+            rest_endpoints.global_mcp_server_manager,
+            "get_allowed_mcp_servers",
+            fake_get_allowed_mcp_servers,
+            raising=False,
+        )
+        monkeypatch.setattr(
+            rest_endpoints.global_mcp_server_manager,
+            "filter_server_ids_by_ip_with_info",
+            lambda server_ids, client_ip: (server_ids, 0),
+            raising=False,
+        )
+        monkeypatch.setattr(
+            rest_endpoints.global_mcp_server_manager,
+            "get_mcp_server_by_id",
+            lambda server_id: stub_server if server_id == "server-1" else None,
+            raising=False,
+        )
+
+        request = _build_request(path="/mcp-rest/tools/list", method="GET")
+        result = await rest_endpoints.list_tool_rest_api(
+            request,
+            server_id="server-1",
+            user_api_key_dict=UserAPIKeyAuth(),
+        )
+
+        assert set(result.keys()) == {"tools", "error", "message"}
+        assert [tool.name for tool in result["tools"]] == [
+            "first_page_tool",
+            "second_page_tool",
+        ]
+        assert result["error"] is None
+        assert result["message"] == "Successfully retrieved tools"
+
+        assert mock_session_instance.list_tools.call_count == 2
+        second_call_params = mock_session_instance.list_tools.call_args_list[1].kwargs["params"]
+        assert isinstance(second_call_params, PaginatedRequestParams)
+        assert second_call_params.cursor == "page-2"
+
     async def test_include_disabled_tools_is_admin_only(self, monkeypatch):
         """include_disabled_tools skips the allowlist filter only for PROXY_ADMIN;
         a non-admin passing it stays filtered so the REST endpoint can't be used
@@ -1153,7 +1498,11 @@ class TestListToolsRestAPI:
     async def test_aggregate_list_absorbs_one_server_auth_failure(self, monkeypatch):
         """The multi-server aggregate listing degrades a server whose upstream
         rejects auth to an empty contribution and still returns the healthy
-        server's tools with a 200, rather than surfacing a 401."""
+        server's tools with a 200, rather than surfacing a 401. The absorbed
+        server must still show up as a classified per-server outcome so a REST
+        caller can tell "needs upstream auth" apart from "has no tools"."""
+        from pydantic import TypeAdapter
+
         from litellm.proxy._experimental.mcp_server.exceptions import (
             MCPUpstreamAuthError,
         )
@@ -1219,6 +1568,11 @@ class TestListToolsRestAPI:
 
         assert result["tools"] == ["good-tool"]
         assert result["error"] is None
+        wire_body = json.loads(TypeAdapter(dict).dump_json(result))
+        assert wire_body["server_outcomes"] == {
+            "good": {"status": "ok", "tool_count": 1},
+            "bad": {"status": "auth_required", "http_status": 401},
+        }
 
     async def test_name_resolution_finds_server_by_uuid(self, monkeypatch):
         """When server_id is a name string, it should be resolved to its UUID
@@ -2881,17 +3235,21 @@ class TestConnectionErrorMessage:
         secret = "Bearer sk-super-secret-token"
         exc = httpx.LocalProtocolError(f"Illegal header value b' {secret}'")
 
-        message = rest_endpoints._connection_error_message(exc)
+        message = rest_endpoints._connection_error_message(exc, "https://example.com", 30.0)
 
         assert "header" in message.lower()
         assert secret not in message
 
     def test_connect_error_points_at_reachability(self):
-        message = rest_endpoints._connection_error_message(httpx.ConnectError("All connection attempts failed"))
+        message = rest_endpoints._connection_error_message(
+            httpx.ConnectError("All connection attempts failed"), "https://example.com", 30.0
+        )
         assert "unreachable" in message.lower()
 
     def test_timeout_error_message(self):
-        message = rest_endpoints._connection_error_message(httpx.ConnectTimeout("timed out"))
+        message = rest_endpoints._connection_error_message(
+            httpx.ConnectTimeout("timed out"), "https://example.com", 30.0
+        )
         assert "unreachable" in message.lower()
 
     def test_http_status_error_includes_status_code(self):
@@ -2901,11 +3259,11 @@ class TestConnectionErrorMessage:
             request=httpx.Request("POST", "http://x/"),
             response=response,
         )
-        message = rest_endpoints._connection_error_message(exc)
+        message = rest_endpoints._connection_error_message(exc, "https://example.com", 30.0)
         assert "503" in message
 
     def test_unknown_error_falls_back_to_generic(self):
-        message = rest_endpoints._connection_error_message(RuntimeError("weird"))
+        message = rest_endpoints._connection_error_message(RuntimeError("weird"), "https://example.com", 30.0)
         assert "weird" not in message
         assert "proxy logs" in message.lower()
 
@@ -3021,9 +3379,7 @@ class TestRestListToolsetFiltering:
 
         mock_manager = MagicMock()
         mock_manager.expand_tool_permissions = MagicMock(side_effect=lambda perms: perms or {})
-        mock_manager.resolve_toolset_tool_permissions = AsyncMock(
-            return_value={"server-a": ["lookup_status"]}
-        )
+        mock_manager.resolve_toolset_tool_permissions = AsyncMock(return_value={"server-a": ["lookup_status"]})
 
         monkeypatch.setattr(
             rest_endpoints.global_mcp_server_manager,
diff --git a/tests/test_litellm/proxy/agent_endpoints/test_a2a_endpoints.py b/tests/test_litellm/proxy/agent_endpoints/test_a2a_endpoints.py
index 2ff38af80b1..43034f889f6 100644
--- a/tests/test_litellm/proxy/agent_endpoints/test_a2a_endpoints.py
+++ b/tests/test_litellm/proxy/agent_endpoints/test_a2a_endpoints.py
@@ -918,6 +918,62 @@ async def test_task_method_failure_hook_uses_enriched_request_data():
     assert failure_data.get("agent_id") == "test-agent"
 
 
+@pytest.mark.asyncio
+async def test_agentcore_invalid_context_id_returns_jsonrpc_invalid_params_400():
+    from litellm.proxy._types import UserAPIKeyAuth
+
+    agent = _make_agent_mock()
+    agent.litellm_params = {
+        "custom_llm_provider": "bedrock",
+        "model": "bedrock/agentcore/arn:aws:bedrock-agentcore:us-west-2:123456789012:runtime/demo",
+        "api_key": "test-jwt-token",
+    }
+    mock_request = _make_request_mock(
+        "message/send",
+        {
+            "message": {
+                "role": "user",
+                "parts": [{"kind": "text", "text": "Hello"}],
+                "messageId": "msg-1",
+                "contextId": "too-short",
+            }
+        },
+    )
+    user_api_key_dict = UserAPIKeyAuth(api_key="sk-test", user_id="u1", team_id="t1")
+
+    mock_proxy_logging = MagicMock()
+    mock_proxy_logging.pre_call_hook = AsyncMock(
+        side_effect=lambda user_api_key_dict, data, call_type: data
+    )
+    mock_proxy_logging.post_call_failure_hook = AsyncMock(return_value=None)
+
+    with ExitStack() as stack:
+        for p in _base_patches(agent):
+            stack.enter_context(p)
+        stack.enter_context(
+            patch(  # test-quality-ok: same proxy_logging_obj injection the sibling failure-hook test uses; no HTTP call is made because the request is rejected before signing
+                "litellm.proxy.proxy_server.proxy_logging_obj", mock_proxy_logging
+            )
+        )
+
+        from litellm.proxy.agent_endpoints.a2a_endpoints import invoke_agent_a2a
+
+        response = await invoke_agent_a2a(
+            agent_id="test-agent",
+            request=mock_request,
+            fastapi_response=MagicMock(),
+            user_api_key_dict=user_api_key_dict,
+        )
+
+    body = json.loads(response.body.decode())
+    assert response.status_code == 400
+    assert body["id"] == "req-1"
+    assert body["error"]["code"] == -32602
+    assert "Invalid AgentCore runtime session id" in body["error"]["message"]
+    assert "Internal error" not in body["error"]["message"]
+    mock_proxy_logging.post_call_failure_hook.assert_awaited_once()
+
+
 @pytest.mark.asyncio
 async def test_get_extended_agent_card_rewrites_url():
     from litellm.proxy._types import UserAPIKeyAuth
diff --git a/tests/test_litellm/proxy/agent_endpoints/test_agent_registry.py b/tests/test_litellm/proxy/agent_endpoints/test_agent_registry.py
index 7ce62fdf648..231626c7eb5 100644
--- a/tests/test_litellm/proxy/agent_endpoints/test_agent_registry.py
+++ b/tests/test_litellm/proxy/agent_endpoints/test_agent_registry.py
@@ -8,7 +8,18 @@ from unittest.mock import AsyncMock, MagicMock
 
 import pytest
 
-from litellm.proxy.agent_endpoints.agent_registry import AgentRegistry, GrantMigrationResult
+from litellm.constants import REDACTED_BY_LITELM_STRING
+from litellm.proxy.agent_endpoints.agent_registry import (
+    AgentRegistry,
+    GrantMigrationResult,
+    _restore_redacted_litellm_params,
+    redact_sensitive_agent_litellm_params,
+)
+
+# Obviously-fake stand-ins for a real AWS credential pair (LIT-6736 regression
+# fixtures) -- never a real key shape, and must never appear in any response.
+SENTINEL_AWS_ACCESS_KEY_ID: Final = "AKIATESTSENTINEL0000"
+SENTINEL_AWS_SECRET_ACCESS_KEY: Final = "test-sentinel-do-not-use-secret-value"
 
 
 def _sample_agent_card_params() -> dict:
@@ -49,6 +60,7 @@ async def test_update_agent_in_db_clears_static_headers_and_extra_headers_when_o
 
     mock_update = AsyncMock(return_value=updated_agent)
     mock_prisma.db.litellm_agentstable.update = mock_update
+    mock_prisma.db.litellm_agentstable.find_unique = AsyncMock(return_value=None)
 
     # Agent config WITHOUT static_headers or extra_headers (omitted)
     agent_config = {
@@ -95,6 +107,7 @@ async def test_update_agent_in_db_preserves_explicit_static_headers_and_extra_he
 
     mock_update = AsyncMock(return_value=updated_agent)
     mock_prisma.db.litellm_agentstable.update = mock_update
+    mock_prisma.db.litellm_agentstable.find_unique = AsyncMock(return_value=None)
 
     agent_config = {
         "agent_name": "Updated Agent",
@@ -436,6 +449,9 @@ async def test_update_agent_in_db_raises_when_row_deleted_mid_update():
     guard the code dereferences None and reports an opaque AttributeError instead of the id."""
     registry: Final = AgentRegistry()
     mock_prisma: Final = MagicMock()
+    mock_prisma.db.litellm_agentstable.find_unique = AsyncMock(
+        return_value=SimpleNamespace(litellm_params={}, object_permission_id=None)
+    )
     mock_prisma.db.litellm_agentstable.update = AsyncMock(return_value=None)
 
     with pytest.raises(Exception, match="Error updating agent in DB") as exc_info:
@@ -485,3 +501,492 @@ async def test_delete_agent_from_db_raises_when_row_already_gone():
         await registry.delete_agent_from_db(agent_id="agent-123", prisma_client=mock_prisma)
 
     assert str(exc_info.value) == "Error deleting agent from DB: Agent not found, passed agent_id=agent-123"
+
+
+# ---------- LIT-6736: agent litellm_params secret redaction ----------
+
+
+def test_redact_sensitive_agent_litellm_params_masks_secrets_keeps_the_rest():
+    """The sentinel secret must never appear in the redacted output; non-secret
+    keys (model reference, is_public) must survive untouched."""
+    redacted = redact_sensitive_agent_litellm_params(
+        {
+            "aws_access_key_id": SENTINEL_AWS_ACCESS_KEY_ID,
+            "aws_secret_access_key": SENTINEL_AWS_SECRET_ACCESS_KEY,
+            "model": "bedrock/agentcore/my-agent",
+            "is_public": True,
+        }
+    )
+
+    assert SENTINEL_AWS_ACCESS_KEY_ID not in json.dumps(redacted)
+    assert SENTINEL_AWS_SECRET_ACCESS_KEY not in json.dumps(redacted)
+    assert redacted["aws_access_key_id"] == REDACTED_BY_LITELM_STRING
+    assert redacted["aws_secret_access_key"] == REDACTED_BY_LITELM_STRING
+    assert redacted["model"] == "bedrock/agentcore/my-agent"
+    assert redacted["is_public"] is True
+
+
+def test_redact_sensitive_agent_litellm_params_recurses_into_nested_dicts():
+    """A secret nested one level down (e.g. a per-provider sub-config) must
+    also be redacted, not just top-level keys."""
+    redacted = redact_sensitive_agent_litellm_params(
+        {"provider_config": {"aws_secret_access_key": SENTINEL_AWS_SECRET_ACCESS_KEY, "region": "us-east-1"}}
+    )
+
+    assert SENTINEL_AWS_SECRET_ACCESS_KEY not in json.dumps(redacted)
+    assert redacted["provider_config"]["aws_secret_access_key"] == REDACTED_BY_LITELM_STRING
+    assert redacted["provider_config"]["region"] == "us-east-1"
+
+
+def test_redact_sensitive_agent_litellm_params_handles_none_and_json_string():
+    assert redact_sensitive_agent_litellm_params(None) is None
+
+    serialized = json.dumps({"api_key": SENTINEL_AWS_SECRET_ACCESS_KEY, "model": "gpt-4"})
+    redacted = redact_sensitive_agent_litellm_params(serialized)
+
+    assert SENTINEL_AWS_SECRET_ACCESS_KEY not in redacted
+    assert json.loads(redacted)["api_key"] == REDACTED_BY_LITELM_STRING
+    assert json.loads(redacted)["model"] == "gpt-4"
+
+
+def test_redact_sensitive_agent_litellm_params_recurses_into_lists_of_dicts():
+    """A secret nested inside a list of provider sub-configs (a shape a
+    non-sensitively-named key can legitimately hold) must also be redacted,
+    not silently returned as-is."""
+    redacted = redact_sensitive_agent_litellm_params(
+        {
+            "provider_configs": [
+                {"aws_secret_access_key": SENTINEL_AWS_SECRET_ACCESS_KEY, "region": "us-east-1"},
+                {"aws_secret_access_key": "other-" + SENTINEL_AWS_SECRET_ACCESS_KEY, "region": "us-west-2"},
+            ]
+        }
+    )
+
+    assert SENTINEL_AWS_SECRET_ACCESS_KEY not in json.dumps(redacted)
+    assert redacted["provider_configs"][0]["aws_secret_access_key"] == REDACTED_BY_LITELM_STRING
+    assert redacted["provider_configs"][0]["region"] == "us-east-1"
+    assert redacted["provider_configs"][1]["aws_secret_access_key"] == REDACTED_BY_LITELM_STRING
+    assert redacted["provider_configs"][1]["region"] == "us-west-2"
+
+
+def test_redact_sensitive_agent_litellm_params_redacts_secrets_inside_model_list():
+    """The exact shape flagged in review: litellm_params.model_list, where each
+    entry carries its own nested litellm_params with a provider credential."""
+    redacted = redact_sensitive_agent_litellm_params(
+        {
+            "model_list": [
+                {
+                    "model_name": "gpt-4",
+                    "litellm_params": {"api_key": SENTINEL_AWS_SECRET_ACCESS_KEY, "model": "gpt-4"},
+                },
+                {
+                    "model_name": "claude",
+                    "litellm_params": {
+                        "aws_secret_access_key": "other-" + SENTINEL_AWS_SECRET_ACCESS_KEY,
+                        "model": "bedrock/claude",
+                    },
+                },
+            ]
+        }
+    )
+
+    assert SENTINEL_AWS_SECRET_ACCESS_KEY not in json.dumps(redacted)
+    assert redacted["model_list"][0]["litellm_params"]["api_key"] == REDACTED_BY_LITELM_STRING
+    assert redacted["model_list"][0]["litellm_params"]["model"] == "gpt-4"
+    assert redacted["model_list"][1]["litellm_params"]["aws_secret_access_key"] == REDACTED_BY_LITELM_STRING
+    assert redacted["model_list"][1]["litellm_params"]["model"] == "bedrock/claude"
+
+
+def test_restore_redacted_litellm_params_preserves_secret_inside_model_list():
+    """The write-side counterpart: a caller editing a model_list entry's own
+    non-secret field (renaming it) while leaving that same entry's nested
+    secret masked must not corrupt the stored per-deployment credential.
+    List entries correspond by position (see the module docstring on
+    ``_restore_redacted_nested_value``), so this -- the common "edit this
+    entry, keep its secret" pattern -- must keep working."""
+    existing = {
+        "agent_name": "my-agent",
+        "model_list": [
+            {
+                "model_name": "gpt-4",
+                "litellm_params": {"api_key": SENTINEL_AWS_SECRET_ACCESS_KEY, "model": "gpt-4"},
+            },
+        ],
+    }
+    incoming = {
+        "agent_name": "my-agent-renamed",
+        "model_list": [
+            {
+                "model_name": "gpt-4-renamed",
+                "litellm_params": {"api_key": REDACTED_BY_LITELM_STRING, "model": "gpt-4"},
+            },
+        ],
+    }
+
+    restored = _restore_redacted_litellm_params(incoming, existing)
+
+    assert SENTINEL_AWS_SECRET_ACCESS_KEY == restored["model_list"][0]["litellm_params"]["api_key"]
+    assert restored["model_list"][0]["model_name"] == "gpt-4-renamed"
+    assert restored["agent_name"] == "my-agent-renamed"
+
+
+def test_restore_redacted_litellm_params_matches_list_entries_by_position():
+    """Documents the accepted trade-off: a list has no stable per-element
+    identity in a plain ``dict[str, object]`` schema, so restoration matches
+    entries by index, the same correspondence every other part of this merge
+    (and the endpoints' full-replace-on-PUT semantics) already assumes. If a
+    caller both reorders the list AND echoes back a masked marker in the same
+    request, a credential can end up attached to a different logical entry.
+    That is a known, narrow limitation -- not a leak between different
+    agents or tenants, since it only reshuffles one agent's own stored
+    values -- and this test pins the current, deliberate behavior rather
+    than asserting it away."""
+    existing = {
+        "model_list": [
+            {"model_name": "gpt-4", "litellm_params": {"api_key": SENTINEL_AWS_SECRET_ACCESS_KEY}},
+            {"model_name": "claude", "litellm_params": {"api_key": "other-" + SENTINEL_AWS_SECRET_ACCESS_KEY}},
+        ],
+    }
+    incoming = {
+        "model_list": [
+            # Same index (0) now holds what used to be at index 1's entry.
+            {"model_name": "claude", "litellm_params": {"api_key": REDACTED_BY_LITELM_STRING}},
+        ],
+    }
+
+    restored = _restore_redacted_litellm_params(incoming, existing)
+
+    assert restored["model_list"][0]["litellm_params"]["api_key"] == SENTINEL_AWS_SECRET_ACCESS_KEY
+
+
+def test_restore_redacted_litellm_params_recovers_a_whole_subtree_collapsed_by_the_depth_cap():
+    """Past the read-side recursion depth cap, a whole nested subtree is
+    collapsed to the flat REDACTED_BY_LITELM marker rather than a dict/list.
+    If the caller echoes that flat marker back unchanged, the whole
+    subtree -- not just the literal marker string -- must be restored."""
+    existing_subtree = {"aws_secret_access_key": SENTINEL_AWS_SECRET_ACCESS_KEY, "region": "us-east-1"}
+    incoming = {"provider_config": REDACTED_BY_LITELM_STRING}
+    existing = {"provider_config": existing_subtree}
+
+    restored = _restore_redacted_litellm_params(incoming, existing)
+
+    assert restored["provider_config"] == existing_subtree
+
+
+def test_redact_sensitive_agent_litellm_params_does_not_reinterpret_plain_string_values_as_json():
+    """A plain non-JSON string value (most string leaves) must pass through
+    unchanged rather than failing to parse and getting redacted."""
+    redacted = redact_sensitive_agent_litellm_params({"model": "bedrock/agentcore/my-agent", "is_public": True})
+
+    assert redacted["model"] == "bedrock/agentcore/my-agent"
+    assert redacted["is_public"] is True
+
+
+@pytest.mark.asyncio
+async def test_add_agent_to_db_drops_a_sentinel_value_instead_of_storing_the_placeholder():
+    """A create has nothing stored to restore behind a redaction marker, so a
+    sensitive key submitted as the literal marker is dropped rather than
+    persisted as the placeholder string itself."""
+    registry: Final = AgentRegistry()
+    mock_prisma: Final = MagicMock()
+    created_agent = MagicMock()
+    created_agent.model_dump.return_value = {
+        "agent_id": "agent-123",
+        "agent_name": "Test Agent",
+        "agent_card_params": _sample_agent_card_params(),
+        "litellm_params": {},
+        "object_permission": None,
+    }
+    created_agent.object_permission = None
+    mock_create = AsyncMock(return_value=created_agent)
+    mock_prisma.db.litellm_agentstable.create = mock_create
+
+    await registry.add_agent_to_db(
+        agent={
+            "agent_name": "Test Agent",
+            "agent_card_params": _sample_agent_card_params(),
+            "litellm_params": {
+                "aws_secret_access_key": REDACTED_BY_LITELM_STRING,
+                "model": "bedrock/agentcore/my-agent",
+            },
+        },
+        prisma_client=mock_prisma,
+        created_by="test-user",
+    )
+
+    stored_params: Final = json.loads(mock_create.call_args.kwargs["data"]["litellm_params"])
+    assert "aws_secret_access_key" not in stored_params
+    assert stored_params["model"] == "bedrock/agentcore/my-agent"
+
+
+@pytest.mark.asyncio
+async def test_update_agent_in_db_preserves_secret_when_echoed_back_redacted():
+    """PUT round-trips the GET response, which shows the secret redacted. Saving
+    an unrelated field change must not overwrite the real stored credential
+    with the redaction marker."""
+    registry: Final = AgentRegistry()
+    mock_prisma: Final = MagicMock()
+
+    mock_prisma.db.litellm_agentstable.find_unique = AsyncMock(
+        return_value=SimpleNamespace(
+            litellm_params={
+                "aws_access_key_id": SENTINEL_AWS_ACCESS_KEY_ID,
+                "aws_secret_access_key": SENTINEL_AWS_SECRET_ACCESS_KEY,
+                "model": "bedrock/agentcore/my-agent",
+            },
+            object_permission_id=None,
+        )
+    )
+    updated_agent = MagicMock()
+    updated_agent.model_dump.return_value = {
+        "agent_id": "agent-123",
+        "agent_name": "Renamed Agent",
+        "agent_card_params": _sample_agent_card_params(),
+        "litellm_params": {},
+        "object_permission": None,
+    }
+    updated_agent.object_permission = None
+    mock_update = AsyncMock(return_value=updated_agent)
+    mock_prisma.db.litellm_agentstable.update = mock_update
+
+    await registry.update_agent_in_db(
+        agent_id="agent-123",
+        agent={
+            "agent_name": "Renamed Agent",
+            "agent_card_params": _sample_agent_card_params(),
+            # The UI round-tripped the redacted secret and the untouched
+            # access key id verbatim; only agent_name actually changed.
+            "litellm_params": {
+                "aws_access_key_id": SENTINEL_AWS_ACCESS_KEY_ID,
+                "aws_secret_access_key": REDACTED_BY_LITELM_STRING,
+                "model": "bedrock/agentcore/my-agent",
+            },
+        },
+        prisma_client=mock_prisma,
+        updated_by="test-user",
+    )
+
+    stored_params: Final = json.loads(mock_update.call_args.kwargs["data"]["litellm_params"])
+    assert stored_params["aws_secret_access_key"] == SENTINEL_AWS_SECRET_ACCESS_KEY
+    assert stored_params["aws_access_key_id"] == SENTINEL_AWS_ACCESS_KEY_ID
+    assert stored_params["model"] == "bedrock/agentcore/my-agent"
+
+
+@pytest.mark.asyncio
+async def test_update_agent_in_db_preserves_secret_when_key_omitted_entirely():
+    """Omitting the sensitive key altogether must fall back to the stored
+    value too, not just an explicit redaction-marker round-trip."""
+    registry: Final = AgentRegistry()
+    mock_prisma: Final = MagicMock()
+
+    mock_prisma.db.litellm_agentstable.find_unique = AsyncMock(
+        return_value=SimpleNamespace(
+            litellm_params={"aws_secret_access_key": SENTINEL_AWS_SECRET_ACCESS_KEY},
+            object_permission_id=None,
+        )
+    )
+    updated_agent = MagicMock()
+    updated_agent.model_dump.return_value = {
+        "agent_id": "agent-123",
+        "agent_name": "Test Agent",
+        "agent_card_params": _sample_agent_card_params(),
+        "litellm_params": {},
+        "object_permission": None,
+    }
+    updated_agent.object_permission = None
+    mock_update = AsyncMock(return_value=updated_agent)
+    mock_prisma.db.litellm_agentstable.update = mock_update
+
+    await registry.update_agent_in_db(
+        agent_id="agent-123",
+        agent={
+            "agent_name": "Test Agent",
+            "agent_card_params": _sample_agent_card_params(),
+            "litellm_params": {"model": "bedrock/agentcore/my-agent"},
+        },
+        prisma_client=mock_prisma,
+        updated_by="test-user",
+    )
+
+    stored_params: Final = json.loads(mock_update.call_args.kwargs["data"]["litellm_params"])
+    assert stored_params["aws_secret_access_key"] == SENTINEL_AWS_SECRET_ACCESS_KEY
+
+
+@pytest.mark.asyncio
+async def test_update_agent_in_db_preserves_secret_nested_under_a_non_sensitive_key():
+    """A secret nested inside a dict held by a non-sensitively-named key
+    (e.g. a per-provider sub-config) must also survive an echoed-back
+    redaction marker, not just top-level secret keys."""
+    registry: Final = AgentRegistry()
+    mock_prisma: Final = MagicMock()
+
+    mock_prisma.db.litellm_agentstable.find_unique = AsyncMock(
+        return_value=SimpleNamespace(
+            litellm_params={
+                "provider_config": {
+                    "aws_secret_access_key": SENTINEL_AWS_SECRET_ACCESS_KEY,
+                    "region": "us-east-1",
+                }
+            },
+            object_permission_id=None,
+        )
+    )
+    updated_agent = MagicMock()
+    updated_agent.model_dump.return_value = {
+        "agent_id": "agent-123",
+        "agent_name": "Test Agent",
+        "agent_card_params": _sample_agent_card_params(),
+        "litellm_params": {},
+        "object_permission": None,
+    }
+    updated_agent.object_permission = None
+    mock_update = AsyncMock(return_value=updated_agent)
+    mock_prisma.db.litellm_agentstable.update = mock_update
+
+    await registry.update_agent_in_db(
+        agent_id="agent-123",
+        agent={
+            "agent_name": "Test Agent",
+            "agent_card_params": _sample_agent_card_params(),
+            "litellm_params": {
+                # The GET response redacted the nested secret; the caller
+                # round-trips it verbatim while changing nothing.
+                "provider_config": {
+                    "aws_secret_access_key": REDACTED_BY_LITELM_STRING,
+                    "region": "us-west-2",
+                }
+            },
+        },
+        prisma_client=mock_prisma,
+        updated_by="test-user",
+    )
+
+    stored_params: Final = json.loads(mock_update.call_args.kwargs["data"]["litellm_params"])
+    assert stored_params["provider_config"]["aws_secret_access_key"] == SENTINEL_AWS_SECRET_ACCESS_KEY
+    assert stored_params["provider_config"]["region"] == "us-west-2"
+
+
+@pytest.mark.asyncio
+async def test_update_agent_in_db_clears_secret_on_explicit_empty_value():
+    """An explicit empty string is a deliberate clear, distinct from an omitted
+    key or the redaction marker, and must actually clear the stored secret."""
+    registry: Final = AgentRegistry()
+    mock_prisma: Final = MagicMock()
+
+    mock_prisma.db.litellm_agentstable.find_unique = AsyncMock(
+        return_value=SimpleNamespace(
+            litellm_params={"aws_secret_access_key": SENTINEL_AWS_SECRET_ACCESS_KEY},
+            object_permission_id=None,
+        )
+    )
+    updated_agent = MagicMock()
+    updated_agent.model_dump.return_value = {
+        "agent_id": "agent-123",
+        "agent_name": "Test Agent",
+        "agent_card_params": _sample_agent_card_params(),
+        "litellm_params": {},
+        "object_permission": None,
+    }
+    updated_agent.object_permission = None
+    mock_update = AsyncMock(return_value=updated_agent)
+    mock_prisma.db.litellm_agentstable.update = mock_update
+
+    await registry.update_agent_in_db(
+        agent_id="agent-123",
+        agent={
+            "agent_name": "Test Agent",
+            "agent_card_params": _sample_agent_card_params(),
+            "litellm_params": {"aws_secret_access_key": ""},
+        },
+        prisma_client=mock_prisma,
+        updated_by="test-user",
+    )
+
+    stored_params: Final = json.loads(mock_update.call_args.kwargs["data"]["litellm_params"])
+    assert stored_params["aws_secret_access_key"] == ""
+
+
+@pytest.mark.asyncio
+async def test_patch_agent_in_db_preserves_secret_when_litellm_params_omitted():
+    """A PATCH that only renames the agent must not touch (let alone drop) the
+    stored litellm_params secret."""
+    registry: Final = AgentRegistry()
+    mock_prisma: Final = MagicMock()
+
+    mock_prisma.db.litellm_agentstable.find_unique = AsyncMock(
+        return_value={
+            "agent_id": "agent-123",
+            "agent_name": "Old Name",
+            "litellm_params": {"aws_secret_access_key": SENTINEL_AWS_SECRET_ACCESS_KEY},
+            "object_permission_id": None,
+        }
+    )
+    patched_agent = MagicMock()
+    patched_agent.model_dump.return_value = {
+        "agent_id": "agent-123",
+        "agent_name": "New Name",
+        "agent_card_params": _sample_agent_card_params(),
+        "litellm_params": {"aws_secret_access_key": SENTINEL_AWS_SECRET_ACCESS_KEY},
+        "object_permission": None,
+    }
+    patched_agent.object_permission = None
+    mock_update = AsyncMock(return_value=patched_agent)
+    mock_prisma.db.litellm_agentstable.update = mock_update
+
+    await registry.patch_agent_in_db(
+        agent_id="agent-123",
+        agent={"agent_name": "New Name"},
+        prisma_client=mock_prisma,
+        updated_by="test-user",
+    )
+
+    update_data: Final = mock_update.call_args.kwargs["data"]
+    assert "litellm_params" not in update_data
+
+
+@pytest.mark.asyncio
+async def test_patch_agent_in_db_preserves_secret_when_echoed_back_redacted():
+    """A PATCH that includes litellm_params (e.g. to flip an unrelated flag)
+    with the secret round-tripped as the redaction marker must not clobber
+    the stored credential."""
+    registry: Final = AgentRegistry()
+    mock_prisma: Final = MagicMock()
+
+    mock_prisma.db.litellm_agentstable.find_unique = AsyncMock(
+        return_value={
+            "agent_id": "agent-123",
+            "agent_name": "Test Agent",
+            "litellm_params": {
+                "aws_secret_access_key": SENTINEL_AWS_SECRET_ACCESS_KEY,
+                "is_public": False,
+            },
+            "object_permission_id": None,
+        }
+    )
+    patched_agent = MagicMock()
+    patched_agent.model_dump.return_value = {
+        "agent_id": "agent-123",
+        "agent_name": "Test Agent",
+        "agent_card_params": _sample_agent_card_params(),
+        "litellm_params": {},
+        "object_permission": None,
+    }
+    patched_agent.object_permission = None
+    mock_update = AsyncMock(return_value=patched_agent)
+    mock_prisma.db.litellm_agentstable.update = mock_update
+
+    await registry.patch_agent_in_db(
+        agent_id="agent-123",
+        agent={
+            "litellm_params": {
+                "aws_secret_access_key": REDACTED_BY_LITELM_STRING,
+                "is_public": True,
+            }
+        },
+        prisma_client=mock_prisma,
+        updated_by="test-user",
+    )
+
+    stored_params: Final = json.loads(mock_update.call_args.kwargs["data"]["litellm_params"])
+    assert stored_params["aws_secret_access_key"] == SENTINEL_AWS_SECRET_ACCESS_KEY
+    assert stored_params["is_public"] is True
diff --git a/tests/test_litellm/proxy/agent_endpoints/test_agent_search.py b/tests/test_litellm/proxy/agent_endpoints/test_agent_search.py
index 3fb09076e5f..daca244c0a1 100644
--- a/tests/test_litellm/proxy/agent_endpoints/test_agent_search.py
+++ b/tests/test_litellm/proxy/agent_endpoints/test_agent_search.py
@@ -16,13 +16,12 @@ from litellm.proxy.agent_endpoints.agent_search import (
     AgentSearchHits,
     AgentSearchIndex,
     AgentSearchNotConfigured,
-    Vector,
     agent_search_text,
-    cosine_similarity,
     search_agents,
 )
 from litellm.proxy.agent_endpoints.auth.agent_permission_handler import RestrictedAgentAccess
 from litellm.proxy.agent_endpoints.endpoints import router, user_api_key_auth
+from litellm.proxy.common_utils.semantic_text_index import Vector, cosine_similarity
 from litellm.types.agents import AgentResponse
 
 CALLER: Final = UserAPIKeyAuth(api_key="hashed-caller-key", team_id="team-1", user_id="user-1")
diff --git a/tests/test_litellm/proxy/agent_endpoints/test_endpoints.py b/tests/test_litellm/proxy/agent_endpoints/test_endpoints.py
index ea196bda529..067f5a9f64c 100644
--- a/tests/test_litellm/proxy/agent_endpoints/test_endpoints.py
+++ b/tests/test_litellm/proxy/agent_endpoints/test_endpoints.py
@@ -1,9 +1,12 @@
+import json
+from typing import Final
 from unittest.mock import AsyncMock, MagicMock, patch
 
 import pytest
 from fastapi import FastAPI
 from fastapi.testclient import TestClient
 
+from litellm.constants import REDACTED_BY_LITELM_STRING
 from litellm.proxy._types import LitellmUserRoles, UserAPIKeyAuth
 from litellm.proxy.agent_endpoints import endpoints as agent_endpoints
 from litellm.proxy.agent_endpoints.auth.agent_permission_handler import (
@@ -484,11 +487,15 @@ class TestAgentRBACInternalUserViewOnly:
         assert resp.status_code == 403
 
 
+SENTINEL_AGENT_API_KEY = "sk-test-sentinel-do-not-use"
+
+
 class TestAgentRBACProxyAdminViewOnly:
     """Read-only proxy admins go through the object-permission scoped branch on
     GET /v1/agents (the admin fast path stays full PROXY_ADMIN only, so viewers
-    cannot fan out health checks beyond their allowlist), and secret unredaction
-    also stays gated on full PROXY_ADMIN."""
+    cannot fan out health checks beyond their allowlist). litellm_params
+    secrets are redacted for every caller, admin included (LIT-6736); only the
+    virtual-key/header visibility stays gated on full PROXY_ADMIN."""
 
     @pytest.fixture(autouse=True)
     def _setup(self, monkeypatch):
@@ -501,7 +508,7 @@ class TestAgentRBACProxyAdminViewOnly:
                 agent_id=f"agent-{index}",
                 agent_name=f"Agent {index}",
                 agent_card_params=_sample_agent_card_params(),
-                litellm_params={"api_key": "sk-super-secret-agent-key"},
+                litellm_params={"api_key": SENTINEL_AGENT_API_KEY},
             )
             for index in (1, 2)
         ]
@@ -544,7 +551,7 @@ class TestAgentRBACProxyAdminViewOnly:
 
     def test_should_still_redact_secrets_for_view_only_admin(self):
         """An unrestricted viewer sees the same agents as an admin but with keys
-        stripped and litellm_params masked."""
+        stripped; litellm_params secrets never appear in either response."""
         self.allowed_agents_spy.return_value = UnrestrictedAgentAccess()
         viewer_resp = self._list_agents(self.viewer_client)
         admin_resp = self._list_agents(self.admin_client)
@@ -553,14 +560,12 @@ class TestAgentRBACProxyAdminViewOnly:
         viewer_by_id = {agent["agent_id"]: agent for agent in viewer_resp.json()}
         assert set(viewer_by_id) == {"agent-1", "agent-2"}
         assert viewer_by_id["agent-1"]["keys"] is None
-        assert "sk-super-secret-agent-key" not in viewer_resp.text
+        assert SENTINEL_AGENT_API_KEY not in viewer_resp.text
 
         admin_by_id = {agent["agent_id"]: agent for agent in admin_resp.json()}
         assert admin_by_id["agent-1"]["keys"][0]["token"] == "hash-aaa"
-        assert (
-            admin_by_id["agent-1"]["litellm_params"]["api_key"]
-            == "sk-super-secret-agent-key"
-        )
+        assert SENTINEL_AGENT_API_KEY not in admin_resp.text
+        assert admin_by_id["agent-1"]["litellm_params"]["api_key"] == REDACTED_BY_LITELM_STRING
 
 
 class TestAgentRBACProxyAdmin:
@@ -616,6 +621,109 @@ class TestAgentRBACProxyAdmin:
             # Security scheme is the LiteLLM scheme.
             assert "LiteLLMKey" in stored_card["securitySchemes"]
 
+    def test_create_agent_response_never_echoes_secret(self):
+        """LIT-6736: POST /v1/agents must not echo the stored secret back, even
+        though it's the caller's own value and even for a proxy admin."""
+        with patch("litellm.proxy.proxy_server.prisma_client"):  # test-quality-ok: proxy_server module global is the endpoint's only injection point
+            self.mock_registry.get_agent_by_name = MagicMock(return_value=None)
+            self.mock_registry.add_agent_to_db = AsyncMock(
+                return_value=AgentResponse(
+                    agent_id="agent-123",
+                    agent_name="Test Agent",
+                    agent_card_params=_sample_agent_card_params(),
+                    litellm_params={
+                        "aws_secret_access_key": SENTINEL_AGENT_API_KEY,
+                        "model": "bedrock/agentcore/my-agent",
+                    },
+                )
+            )
+            self.mock_registry.register_agent = MagicMock()
+
+            resp = self.admin_client.post(
+                "/v1/agents",
+                json={
+                    "agent_name": "Test Agent",
+                    "agent_card_params": _sample_agent_card_params(),
+                    "litellm_params": {
+                        "aws_secret_access_key": SENTINEL_AGENT_API_KEY,
+                        "model": "bedrock/agentcore/my-agent",
+                    },
+                },
+                headers={"Authorization": "Bearer k"},
+            )
+
+            assert resp.status_code == 200
+            assert SENTINEL_AGENT_API_KEY not in resp.text
+            body = resp.json()
+            assert body["litellm_params"]["aws_secret_access_key"] == REDACTED_BY_LITELM_STRING
+            assert body["litellm_params"]["model"] == "bedrock/agentcore/my-agent"
+
+    def test_update_agent_response_never_echoes_secret(self):
+        """LIT-6736: PUT /v1/agents/{id} must not echo the stored secret back."""
+        with patch("litellm.proxy.proxy_server.prisma_client") as mock_prisma:  # test-quality-ok: proxy_server module global is the endpoint's only injection point
+            mock_prisma.db.litellm_agentstable.find_unique = AsyncMock(
+                return_value={
+                    "agent_id": "agent-123",
+                    "agent_name": "Existing Agent",
+                    "agent_card_params": _sample_agent_card_params(),
+                }
+            )
+            self.mock_registry.update_agent_in_db = AsyncMock(
+                return_value=AgentResponse(
+                    agent_id="agent-123",
+                    agent_name="Test Agent",
+                    agent_card_params=_sample_agent_card_params(),
+                    litellm_params={"aws_secret_access_key": SENTINEL_AGENT_API_KEY},
+                )
+            )
+            self.mock_registry.deregister_agent = MagicMock()
+            self.mock_registry.register_agent = MagicMock()
+
+            resp = self.admin_client.put(
+                "/v1/agents/agent-123",
+                json={
+                    "agent_name": "Test Agent",
+                    "agent_card_params": _sample_agent_card_params(),
+                    "litellm_params": {"aws_secret_access_key": REDACTED_BY_LITELM_STRING},
+                },
+                headers={"Authorization": "Bearer k"},
+            )
+
+            assert resp.status_code == 200
+            assert SENTINEL_AGENT_API_KEY not in resp.text
+            assert resp.json()["litellm_params"]["aws_secret_access_key"] == REDACTED_BY_LITELM_STRING
+
+    def test_patch_agent_response_never_echoes_secret(self):
+        """LIT-6736: PATCH /v1/agents/{id} must not echo the stored secret back."""
+        with patch("litellm.proxy.proxy_server.prisma_client") as mock_prisma:  # test-quality-ok: proxy_server module global is the endpoint's only injection point
+            mock_prisma.db.litellm_agentstable.find_unique = AsyncMock(
+                return_value={
+                    "agent_id": "agent-123",
+                    "agent_name": "Existing Agent",
+                    "agent_card_params": _sample_agent_card_params(),
+                }
+            )
+            self.mock_registry.patch_agent_in_db = AsyncMock(
+                return_value=AgentResponse(
+                    agent_id="agent-123",
+                    agent_name="Renamed Agent",
+                    agent_card_params=_sample_agent_card_params(),
+                    litellm_params={"aws_secret_access_key": SENTINEL_AGENT_API_KEY},
+                )
+            )
+            self.mock_registry.deregister_agent = MagicMock()
+            self.mock_registry.register_agent = MagicMock()
+
+            resp = self.admin_client.patch(
+                "/v1/agents/agent-123",
+                json={"agent_name": "Renamed Agent"},
+                headers={"Authorization": "Bearer k"},
+            )
+
+            assert resp.status_code == 200
+            assert SENTINEL_AGENT_API_KEY not in resp.text
+            assert resp.json()["litellm_params"]["aws_secret_access_key"] == REDACTED_BY_LITELM_STRING
+
     def test_should_allow_admin_to_delete_agent(self):
         existing = {
             "agent_id": "agent-123",
@@ -956,3 +1064,77 @@ def test_merged_agent_card_url_has_no_double_slash_without_proxy_base_url(
     interface_url = merged["supportedInterfaces"][0]["url"]
     assert interface_url == f"{base_url.rstrip('/')}/a2a/agent-xyz"
     assert "//a2a" not in interface_url
+
+
+class _DbBackedProxyConfig:
+    """Round-trips `litellm_settings` through the DB overlay the proxy applies on every
+    `get_config()`, which is what re-assigns the `litellm.public_*` globals in production.
+
+    Storage goes through JSON the way the `litellm_config` row does, so every read hands back
+    freshly built values instead of the objects the endpoint still holds a reference to."""
+
+    def __init__(self, stored_litellm_settings: dict[str, object] | None = None) -> None:
+        self.stored_litellm_settings_json: str = json.dumps(stored_litellm_settings or {})
+
+    async def get_config(self) -> dict[str, dict[str, object]]:
+        from litellm.proxy.proxy_server import ProxyConfig
+
+        config: Final[dict[str, dict[str, object]]] = {"litellm_settings": {}}
+        db_param_value: Final[dict[str, object]] = json.loads(self.stored_litellm_settings_json)
+        if not db_param_value:
+            return config
+        return ProxyConfig()._update_config_fields(
+            current_config=config,
+            param_name="litellm_settings",
+            db_param_value=db_param_value,
+        )
+
+    async def save_config(self, new_config: dict[str, dict[str, object]]) -> None:
+        self.stored_litellm_settings_json = json.dumps(new_config.get("litellm_settings") or {})
+
+
+def test_make_agent_public_twice_keeps_both_agents_public(monkeypatch: pytest.MonkeyPatch) -> None:
+    """A second /make_public call must not drop the agent published by the first one."""
+    import litellm
+    from litellm.proxy.agent_endpoints import agent_registry as agent_registry_module
+    from litellm.proxy.agent_endpoints.agent_registry import AgentRegistry
+
+    registry: Final = AgentRegistry()
+    registry.register_agent(_sample_agent_response(agent_id="agent-1", agent_name="Agent One"))
+    registry.register_agent(_sample_agent_response(agent_id="agent-2", agent_name="Agent Two"))
+
+    monkeypatch.setattr(agent_registry_module, "global_agent_registry", registry)
+    monkeypatch.setattr(litellm, "public_agent_groups", None)
+    monkeypatch.setattr("litellm.proxy.proxy_server.prisma_client", MagicMock())
+    monkeypatch.setattr("litellm.proxy.proxy_server.proxy_config", _DbBackedProxyConfig())
+
+    first: Final = client.post("/v1/agents/agent-1/make_public", headers={"Authorization": "Bearer test-key"})
+    second: Final = client.post("/v1/agents/agent-2/make_public", headers={"Authorization": "Bearer test-key"})
+
+    assert first.status_code == 200
+    assert second.status_code == 200
+    assert second.json()["public_agent_groups"] == ["agent-1", "agent-2"]
+    assert [agent.agent_id for agent in registry.get_public_agent_list()] == ["agent-1", "agent-2"]
+
+
+def test_make_agent_public_rejects_an_agent_published_only_in_the_db(monkeypatch: pytest.MonkeyPatch) -> None:
+    """The duplicate guard must fire off the stored list, not just what this process published."""
+    import litellm
+    from litellm.proxy.agent_endpoints import agent_registry as agent_registry_module
+    from litellm.proxy.agent_endpoints.agent_registry import AgentRegistry
+
+    registry: Final = AgentRegistry()
+    registry.register_agent(_sample_agent_response(agent_id="agent-1", agent_name="Agent One"))
+
+    monkeypatch.setattr(agent_registry_module, "global_agent_registry", registry)
+    monkeypatch.setattr(litellm, "public_agent_groups", None)
+    monkeypatch.setattr("litellm.proxy.proxy_server.prisma_client", MagicMock())
+    monkeypatch.setattr(
+        "litellm.proxy.proxy_server.proxy_config",
+        _DbBackedProxyConfig({"public_agent_groups": ["agent-1"]}),
+    )
+
+    duplicate: Final = client.post("/v1/agents/agent-1/make_public", headers={"Authorization": "Bearer test-key"})
+
+    assert duplicate.status_code == 400
+    assert "already in public agent groups" in duplicate.json()["detail"]
diff --git a/tests/test_litellm/proxy/anthropic_endpoints/test_streaming_model_restamp.py b/tests/test_litellm/proxy/anthropic_endpoints/test_streaming_model_restamp.py
new file mode 100644
index 00000000000..b7bc670c7f8
--- /dev/null
+++ b/tests/test_litellm/proxy/anthropic_endpoints/test_streaming_model_restamp.py
@@ -0,0 +1,288 @@
+"""
+Tests for restamping the public model on Anthropic Messages streaming chunks.
+"""
+
+import json
+from unittest.mock import AsyncMock, MagicMock
+
+import pytest
+
+from litellm.proxy.anthropic_endpoints.streaming_model_restamp import (
+    AnthropicStreamModelRestamper,
+    restamp_anthropic_stream_chunk_model,
+)
+from litellm.proxy.common_request_processing import ProxyBaseLLMRequestProcessing
+
+
+def _message_start_frame(model: str, line_end: str = "\n") -> bytes:
+    payload = {
+        "type": "message_start",
+        "message": {"id": "msg_1", "type": "message", "role": "assistant", "model": model, "content": []},
+    }
+    return f"event: message_start{line_end}data: {json.dumps(payload)}{line_end}{line_end}".encode()
+
+
+def _proxy_logging_obj_streaming(frames: list[bytes]) -> MagicMock:
+    async def _iterator_hook(**_kwargs):
+        for frame in frames:
+            yield frame
+
+    proxy_logging_obj = MagicMock()
+    proxy_logging_obj.async_post_call_streaming_iterator_hook = _iterator_hook
+    proxy_logging_obj.async_post_call_streaming_hook = AsyncMock(side_effect=lambda **kwargs: kwargs["response"])
+    return proxy_logging_obj
+
+
+def _model_from_frame(frame: bytes | str) -> str:
+    text = frame.decode("utf-8") if isinstance(frame, bytes) else frame
+    data_line = next(line for line in text.split("\n") if line.startswith("data:"))
+    return json.loads(data_line[len("data:") :])["message"]["model"]
+
+
+def test_restamps_sse_bytes_frame():
+    restamped = restamp_anthropic_stream_chunk_model(
+        _message_start_frame("claude-haiku-4-5-20251001"), "claude-auto-1"
+    )
+
+    assert isinstance(restamped, bytes)
+    assert _model_from_frame(restamped) == "claude-auto-1"
+    assert b"event: message_start" in restamped
+
+
+def test_restamps_event_dict():
+    chunk = {"type": "message_start", "message": {"id": "msg_1", "model": "claude-sonnet-4-6"}}
+
+    restamped = restamp_anthropic_stream_chunk_model(chunk, "claude-auto-2")
+
+    assert restamped == {"type": "message_start", "message": {"id": "msg_1", "model": "claude-auto-2"}}
+    assert chunk["message"]["model"] == "claude-sonnet-4-6"
+
+
+@pytest.mark.parametrize(
+    "chunk",
+    [
+        b'event: content_block_delta\ndata: {"type":"content_block_delta","delta":{"text":"hi"}}\n\n',
+        {"type": "content_block_delta", "delta": {"text": "hi"}},
+        {"type": "message_start", "message": "not-a-dict"},
+        b"event: message_start\ndata: not-json\n\n",
+        b"data: [DONE]\n\n",
+    ],
+)
+def test_leaves_chunks_without_a_model_untouched(chunk):
+    assert restamp_anthropic_stream_chunk_model(chunk, "claude-auto-1") == chunk
+
+
+@pytest.mark.asyncio
+async def test_sse_generator_publishes_requested_model_on_message_start():
+    """The message_start event reports the requested model, not the provider's."""
+    delta_frame = b'event: content_block_delta\ndata: {"type":"content_block_delta","delta":{"text":"hi"}}\n\n'
+    proxy_logging_obj = _proxy_logging_obj_streaming([_message_start_frame("claude-haiku-4-5-20251001"), delta_frame])
+
+    chunks = [
+        chunk
+        async for chunk in ProxyBaseLLMRequestProcessing.async_sse_data_generator(
+            response=MagicMock(),
+            user_api_key_dict=MagicMock(),
+            request_data={"model": "claude-auto-1"},
+            proxy_logging_obj=proxy_logging_obj,
+            restamp_model="claude-auto-1",
+        )
+    ]
+
+    assert _model_from_frame(chunks[0]) == "claude-auto-1"
+    assert chunks[1] == delta_frame
+
+
+@pytest.mark.asyncio
+async def test_sse_generator_keeps_provider_model_when_restamping_is_off():
+    proxy_logging_obj = _proxy_logging_obj_streaming([_message_start_frame("claude-haiku-4-5-20251001")])
+
+    chunks = [
+        chunk
+        async for chunk in ProxyBaseLLMRequestProcessing.async_sse_data_generator(
+            response=MagicMock(),
+            user_api_key_dict=MagicMock(),
+            request_data={"model": "claude-auto-1"},
+            proxy_logging_obj=proxy_logging_obj,
+        )
+    ]
+
+    assert _model_from_frame(chunks[0]) == "claude-haiku-4-5-20251001"
+
+
+def test_restamps_message_start_split_across_transport_chunks():
+    frame = _message_start_frame("claude-haiku-4-5-20251001")
+    restamper = AnthropicStreamModelRestamper("claude-auto-1")
+
+    held = restamper.process(frame[:25])
+    emitted = restamper.process(frame[25:])
+
+    assert held == b""
+    assert isinstance(emitted, bytes)
+    assert _model_from_frame(emitted) == "claude-auto-1"
+
+
+def test_emits_coalesced_frames_with_only_message_start_rewritten():
+    delta = b'event: content_block_delta\ndata: {"type":"content_block_delta","delta":{"text":"hi"}}\n\n'
+    combined = _message_start_frame("claude-haiku-4-5-20251001") + delta
+
+    emitted = restamper_output = AnthropicStreamModelRestamper("claude-auto-1").process(combined)
+
+    assert isinstance(restamper_output, bytes)
+    assert _model_from_frame(emitted) == "claude-auto-1"
+    assert emitted.endswith(delta)
+
+
+def test_ping_frames_keep_the_restamper_armed():
+    ping = b'event: ping\ndata: {"type": "ping"}\n\n'
+    frame = _message_start_frame("claude-haiku-4-5-20251001")
+    restamper = AnthropicStreamModelRestamper("claude-auto-1")
+
+    assert restamper.process(ping) == ping
+    reassembled = restamper.process(frame[:10])
+    reassembled += restamper.process(frame[10:])
+
+    assert _model_from_frame(reassembled) == "claude-auto-1"
+
+
+def test_first_non_ping_event_disarms_the_restamper():
+    delta = b'event: content_block_delta\ndata: {"type":"content_block_delta","delta":{"text":"hi"}}\n\n'
+    late_message_start = _message_start_frame("claude-haiku-4-5-20251001")
+    restamper = AnthropicStreamModelRestamper("claude-auto-1")
+
+    assert restamper.process(delta) == delta
+    assert restamper.process(late_message_start) == late_message_start
+
+
+def test_oversized_unterminated_chunk_flushes_unmodified():
+    blob = b"data: " + b"x" * 70000
+    restamper = AnthropicStreamModelRestamper("claude-auto-1")
+
+    assert restamper.process(blob) == blob
+    frame = _message_start_frame("claude-haiku-4-5-20251001")
+    assert restamper.process(frame) == frame
+
+
+def test_dict_message_start_disarms_after_restamp():
+    restamper = AnthropicStreamModelRestamper("claude-auto-1")
+    first = restamper.process({"type": "message_start", "message": {"id": "msg_1", "model": "claude-sonnet-4-6"}})
+    second = {"type": "message_start", "message": {"id": "msg_2", "model": "claude-sonnet-4-6"}}
+
+    assert first == {"type": "message_start", "message": {"id": "msg_1", "model": "claude-auto-1"}}
+    assert restamper.process(second) == second
+
+
+@pytest.mark.asyncio
+async def test_sse_generator_restamps_message_start_split_across_chunks():
+    frame = _message_start_frame("claude-haiku-4-5-20251001")
+    proxy_logging_obj = _proxy_logging_obj_streaming([frame[:30], frame[30:]])
+
+    chunks = [
+        chunk
+        async for chunk in ProxyBaseLLMRequestProcessing.async_sse_data_generator(
+            response=MagicMock(),
+            user_api_key_dict=MagicMock(),
+            request_data={"model": "claude-auto-1"},
+            proxy_logging_obj=proxy_logging_obj,
+            restamp_model="claude-auto-1",
+        )
+    ]
+
+    joined = b"".join(chunk if isinstance(chunk, bytes) else chunk.encode("utf-8") for chunk in chunks)
+    assert _model_from_frame(joined) == "claude-auto-1"
+
+
+def test_restamps_crlf_terminated_message_start_frame():
+    frame = _message_start_frame("claude-haiku-4-5-20251001", line_end="\r\n")
+    delta = b'event: content_block_delta\r\ndata: {"type":"content_block_delta","delta":{"text":"hi"}}\r\n\r\n'
+    restamper = AnthropicStreamModelRestamper("claude-auto-1")
+
+    emitted = restamper.process(frame)
+
+    assert isinstance(emitted, bytes)
+    assert _model_from_frame(emitted) == "claude-auto-1"
+    assert emitted.endswith(b"\r\n\r\n")
+    assert restamper.process(delta) == delta
+
+
+def test_restamps_cr_terminated_message_start_frame():
+    frame = _message_start_frame("claude-haiku-4-5-20251001", line_end="\r")
+    restamper = AnthropicStreamModelRestamper("claude-auto-1")
+
+    emitted = restamper.process(frame)
+
+    assert isinstance(emitted, bytes)
+    assert b'"model":"claude-auto-1"' in emitted
+    assert emitted.endswith(b"\r\r")
+
+
+def test_restamps_crlf_message_start_split_across_transport_chunks():
+    frame = _message_start_frame("claude-haiku-4-5-20251001", line_end="\r\n")
+    restamper = AnthropicStreamModelRestamper("claude-auto-1")
+
+    held = restamper.process(frame[:25])
+    emitted = restamper.process(frame[25:])
+
+    assert held == b""
+    assert isinstance(emitted, bytes)
+    assert _model_from_frame(emitted) == "claude-auto-1"
+
+
+def test_flush_returns_restamped_held_tail():
+    unterminated = _message_start_frame("claude-haiku-4-5-20251001")[:-2]
+    restamper = AnthropicStreamModelRestamper("claude-auto-1")
+
+    assert restamper.process(unterminated) == b""
+    flushed = restamper.flush()
+
+    assert b'"model":"claude-auto-1"' in flushed
+    assert restamper.flush() == b""
+
+
+def test_flush_disarms_the_restamper():
+    restamper = AnthropicStreamModelRestamper("claude-auto-1")
+    frame = _message_start_frame("claude-haiku-4-5-20251001")
+
+    assert restamper.flush() == b""
+    assert restamper.process(frame) == frame
+
+
+@pytest.mark.asyncio
+async def test_sse_generator_flushes_held_tail_at_end_of_stream():
+    unterminated = _message_start_frame("claude-haiku-4-5-20251001")[:-2]
+    proxy_logging_obj = _proxy_logging_obj_streaming([unterminated])
+
+    chunks = [
+        chunk
+        async for chunk in ProxyBaseLLMRequestProcessing.async_sse_data_generator(
+            response=MagicMock(),
+            user_api_key_dict=MagicMock(),
+            request_data={"model": "claude-auto-1"},
+            proxy_logging_obj=proxy_logging_obj,
+            restamp_model="claude-auto-1",
+        )
+    ]
+
+    joined = b"".join(chunk if isinstance(chunk, bytes) else chunk.encode("utf-8") for chunk in chunks)
+    assert b'"model":"claude-auto-1"' in joined
+
+
+@pytest.mark.asyncio
+async def test_sse_generator_restamps_crlf_stream():
+    frame = _message_start_frame("claude-haiku-4-5-20251001", line_end="\r\n")
+    delta = b'event: content_block_delta\r\ndata: {"type":"content_block_delta","delta":{"text":"hi"}}\r\n\r\n'
+    proxy_logging_obj = _proxy_logging_obj_streaming([frame, delta])
+
+    chunks = [
+        chunk
+        async for chunk in ProxyBaseLLMRequestProcessing.async_sse_data_generator(
+            response=MagicMock(),
+            user_api_key_dict=MagicMock(),
+            request_data={"model": "claude-auto-1"},
+            proxy_logging_obj=proxy_logging_obj,
+            restamp_model="claude-auto-1",
+        )
+    ]
+
+    assert _model_from_frame(chunks[0]) == "claude-auto-1"
+    assert chunks[1] == delta
diff --git a/tests/test_litellm/proxy/auth/test_auth_checks.py b/tests/test_litellm/proxy/auth/test_auth_checks.py
index 3dea89ed67b..ffe3e0fee12 100644
--- a/tests/test_litellm/proxy/auth/test_auth_checks.py
+++ b/tests/test_litellm/proxy/auth/test_auth_checks.py
@@ -7448,3 +7448,64 @@ async def test_delete_cache_key_object_is_best_effort_when_the_cache_backend_fai
     healthy_cache.delete_cache.assert_called_once_with(key=hashed_token)
     healthy_logging_obj.internal_usage_cache.dual_cache.async_delete_cache.assert_awaited_once_with(key=hashed_token)
     assert caplog.records == [], "a healthy eviction must stay silent, and must still reach both caches"
+
+
+# ---------------------------------------------------------------------------
+# Budget-exceeded error text must not carry a raw virtual key (LIT-5909)
+# ---------------------------------------------------------------------------
+
+
+class _BudgetAlertRecorder:
+    async def budget_alerts(self, type, user_info):
+        return None
+
+
+async def _run_key_budget_check(key_name: str) -> str:
+    """Drive the over-budget key path and return the raised message."""
+    valid_token = UserAPIKeyAuth(
+        token="hashed-token",
+        key_name=key_name,
+        key_alias="prod-key",
+        spend=10.0,
+        max_budget=1.0,
+    )
+    with pytest.raises(litellm.BudgetExceededError, match="Budget has been exceeded") as exc_info:
+        await _virtual_key_max_budget_check(
+            valid_token=valid_token,
+            proxy_logging_obj=_BudgetAlertRecorder(),
+        )
+    await asyncio.sleep(0)
+    return exc_info.value.message
+
+
+@pytest.mark.asyncio
+@pytest.mark.parametrize(
+    "key_name",
+    [
+        "sk-mx5ous1o9Iezz5fj3pkLuA",
+        "my-company-key-2026",
+        "sk-...5LuA-but-longer",
+        # /key/generate takes a custom key ending in an escape sequence, and this
+        # message reaches a terminal and a log viewer
+        "sk-...\x1b[2J",
+        "sk-...a\x9bm",
+    ],
+)
+async def test_key_budget_error_does_not_carry_a_raw_key_name(key_name):
+    """key_name is written masked, but the column has no enforced shape (a direct DB
+    write bypasses abbreviate_api_key) and this message is returned to the caller."""
+    message = await _run_key_budget_check(key_name)
+    assert key_name not in message
+    assert "Key=prod-key Current cost" in message
+
+
+@pytest.mark.asyncio
+@pytest.mark.parametrize("key_name", ["sk-...5LuA", "sk-...", "sk-...ke.!", "sk-...café"])
+async def test_key_budget_error_keeps_the_masked_key_name(key_name):
+    """The masked form is the whole point of naming the key, so it must survive.
+
+    abbreviate_api_key takes the last four characters of the key verbatim, and a
+    custom key may end in punctuation or a non-ASCII character, so those masked
+    names are just as valid as the alphanumeric ones."""
+    message = await _run_key_budget_check(key_name)
+    assert f"Key=prod-key ({key_name}) Current cost" in message
diff --git a/tests/test_litellm/proxy/auth/test_auth_exception_handler.py b/tests/test_litellm/proxy/auth/test_auth_exception_handler.py
index 90be51cfa5b..21e0b83791f 100644
--- a/tests/test_litellm/proxy/auth/test_auth_exception_handler.py
+++ b/tests/test_litellm/proxy/auth/test_auth_exception_handler.py
@@ -9,6 +9,7 @@ from prisma import errors as prisma_errors
 from prisma.engine.errors import (
     BinaryNotFoundError,
     EngineConnectionError,
+    EngineRequestError,
     MismatchedVersionsError,
 )
 from prisma.errors import (
@@ -32,6 +33,12 @@ from litellm.proxy._types import ProxyErrorTypes, ProxyException, UserAPIKeyAuth
 from litellm.proxy.auth.auth_exception_handler import UserAPIKeyAuthExceptionHandler
 
 
+class _EngineHttp500:
+    """The response half of an EngineRequestError: the query engine answered a request with HTTP 500."""
+
+    status = 500
+
+
 @pytest.mark.asyncio
 @pytest.mark.parametrize(
     "db_error",
@@ -113,6 +120,90 @@ async def test_handle_authentication_error_permanent_fault_gets_no_fallback_iden
     assert exc_info.value.code == str(status.HTTP_503_SERVICE_UNAVAILABLE)
 
 
+@pytest.mark.asyncio
+@pytest.mark.parametrize(
+    "prisma_error",
+    [
+        pytest.param(BinaryNotFoundError("query engine binary not found"), id="BinaryNotFoundError"),
+        pytest.param(MismatchedVersionsError(expected="1", got="2"), id="MismatchedVersionsError"),
+        pytest.param(EngineRequestError(_EngineHttp500(), "query engine crashed"), id="EngineRequestError"),
+        pytest.param(PrismaError(), id="bare_PrismaError"),
+    ],
+)
+async def test_handle_authentication_error_permanent_fault_503_is_not_worded_as_transient(prisma_error):
+    """The 503 for a fault that never heals must not say the database is
+    "temporarily unreachable" and ask the caller to retry. The status is right
+    (the service is at fault) but that wording sends the operator to wait out an
+    outage that is not one, so the message has to say retrying will not help and
+    name the engine fault."""
+    handler = UserAPIKeyAuthExceptionHandler()
+
+    with patch(  # test-quality-ok: the handler reads general_settings off the proxy module, no injection seam
+        "litellm.proxy.proxy_server.general_settings", {"allow_requests_on_db_unavailable": False}
+    ):
+        with pytest.raises(ProxyException) as exc_info:
+            await handler._handle_authentication_error(prisma_error, MagicMock(), {}, "/test", None, "test-key")
+
+    assert exc_info.value.code == str(status.HTTP_503_SERVICE_UNAVAILABLE)
+    assert exc_info.value.type == ProxyErrorTypes.no_db_connection
+    assert "temporarily unreachable" not in exc_info.value.message
+    assert "retry shortly" not in exc_info.value.message.lower()
+    assert "will not clear by retrying" in exc_info.value.message
+    assert type(prisma_error).__name__ in exc_info.value.message
+
+
+@pytest.mark.asyncio
+async def test_handle_authentication_error_transport_error_raised_over_a_permanent_fault_names_the_fault():
+    """A reconnect attempt that fails because the engine binary is missing surfaces as a transport
+    error with the BinaryNotFoundError as __context__. The response must describe the binary, which is
+    what keeps the database down, rather than promise the connection will come back."""
+    try:
+        raise BinaryNotFoundError("query engine binary not found")
+    except BinaryNotFoundError:
+        try:
+            raise httpx.ConnectError("All connection attempts failed")
+        except httpx.ConnectError as surfaced:
+            transport_over_fault = surfaced
+    handler = UserAPIKeyAuthExceptionHandler()
+
+    with patch(  # test-quality-ok: the handler reads general_settings off the proxy module, no injection seam
+        "litellm.proxy.proxy_server.general_settings", {"allow_requests_on_db_unavailable": False}
+    ):
+        with pytest.raises(ProxyException) as exc_info:
+            await handler._handle_authentication_error(transport_over_fault, MagicMock(), {}, "/test", None, "k")
+
+    assert exc_info.value.code == str(status.HTTP_503_SERVICE_UNAVAILABLE)
+    assert "temporarily unreachable" not in exc_info.value.message
+    assert "BinaryNotFoundError" in exc_info.value.message
+    assert "will not clear by retrying" in exc_info.value.message
+
+
+@pytest.mark.asyncio
+@pytest.mark.parametrize(
+    "db_error",
+    [
+        pytest.param(httpx.ConnectError("All connection attempts failed"), id="ConnectError"),
+        pytest.param(EngineConnectionError(), id="EngineConnectionError"),
+        pytest.param(PrismaError("can't reach database server"), id="P1001_text"),
+    ],
+)
+async def test_handle_authentication_error_transient_outage_503_keeps_retry_wording(db_error):
+    """A genuine outage is expected to come back, so its 503 keeps telling the
+    caller the database is temporarily unreachable and to retry."""
+    handler = UserAPIKeyAuthExceptionHandler()
+
+    with patch(  # test-quality-ok: the handler reads general_settings off the proxy module, no injection seam
+        "litellm.proxy.proxy_server.general_settings", {"allow_requests_on_db_unavailable": False}
+    ):
+        with pytest.raises(ProxyException) as exc_info:
+            await handler._handle_authentication_error(db_error, MagicMock(), {}, "/test", None, "test-key")
+
+    assert exc_info.value.code == str(status.HTTP_503_SERVICE_UNAVAILABLE)
+    assert exc_info.value.message == (
+        "Service Unavailable, the authentication database is temporarily unreachable. Please retry shortly."
+    )
+
+
 @pytest.mark.asyncio
 @pytest.mark.parametrize(
     "prisma_error",
diff --git a/tests/test_litellm/proxy/auth/test_auth_utils.py b/tests/test_litellm/proxy/auth/test_auth_utils.py
index 9301176f3ed..f513f397b64 100644
--- a/tests/test_litellm/proxy/auth/test_auth_utils.py
+++ b/tests/test_litellm/proxy/auth/test_auth_utils.py
@@ -3169,7 +3169,7 @@ class TestIsRequestBodySafeChecksBracketNotationMetadata:
 
 
 class TestHasUserSetupSso:
-    """_has_user_setup_sso must treat SAML IdP metadata as SSO configured.
+    """has_user_setup_sso must treat SAML IdP metadata as SSO configured.
 
     Regression: UI discovery used this helper for sso_configured, but it only
     checked OAuth client IDs, so SAML-only setups left the login button gray.
@@ -3187,29 +3187,167 @@ class TestHasUserSetupSso:
             monkeypatch.delenv(key, raising=False)
 
     def test_false_when_no_sso_env(self):
-        from litellm.proxy.auth.auth_utils import _has_user_setup_sso
+        from litellm.proxy.auth.auth_utils import has_user_setup_sso
 
-        assert _has_user_setup_sso() is False
+        assert has_user_setup_sso() is False
 
     def test_true_for_oauth_client_ids(self, monkeypatch):
-        from litellm.proxy.auth.auth_utils import _has_user_setup_sso
+        from litellm.proxy.auth.auth_utils import has_user_setup_sso
 
         monkeypatch.setenv("GOOGLE_CLIENT_ID", "google-client")
-        assert _has_user_setup_sso() is True
+        assert has_user_setup_sso() is True
 
     def test_true_for_saml_metadata_url(self, monkeypatch):
-        from litellm.proxy.auth.auth_utils import _has_user_setup_sso
+        from litellm.proxy.auth.auth_utils import has_user_setup_sso
 
         monkeypatch.setenv(
             "SAML_IDP_METADATA_URL", "https://idp.example.com/metadata.xml"
         )
-        assert _has_user_setup_sso() is True
+        assert has_user_setup_sso() is True
 
     def test_true_for_saml_metadata_xml(self, monkeypatch):
-        from litellm.proxy.auth.auth_utils import _has_user_setup_sso
+        from litellm.proxy.auth.auth_utils import has_user_setup_sso
 
         monkeypatch.setenv("SAML_IDP_METADATA_XML", "<EntityDescriptor/>")
-        assert _has_user_setup_sso() is True
+        assert has_user_setup_sso() is True
+
+
+class TestIsSsoProviderFullyConfigured:
+    """A lone client id must not read as ready: `has_user_setup_sso()` only
+    checks the client id (correct for a UI-discovery "show the login button"
+    decision), but a gate that BLOCKS the password fallback needs every
+    companion setting the provider requires, or an incomplete setup locks
+    every admin out with no working login path at all."""
+
+    @pytest.fixture(autouse=True)
+    def _clear_sso_env(self, monkeypatch):
+        for key in (
+            "GOOGLE_CLIENT_ID",
+            "GOOGLE_CLIENT_SECRET",
+            "MICROSOFT_CLIENT_ID",
+            "MICROSOFT_CLIENT_SECRET",
+            "MICROSOFT_TENANT",
+            "GENERIC_CLIENT_ID",
+            "GENERIC_CLIENT_SECRET",
+            "GENERIC_AUTHORIZATION_ENDPOINT",
+            "GENERIC_TOKEN_ENDPOINT",
+            "GENERIC_USERINFO_ENDPOINT",
+            "SAML_IDP_METADATA_URL",
+            "SAML_IDP_METADATA_XML",
+        ):
+            monkeypatch.delenv(key, raising=False)
+
+    def test_false_when_nothing_configured(self):
+        from litellm.proxy.auth.auth_utils import is_sso_provider_fully_configured
+
+        assert is_sso_provider_fully_configured() is False
+
+    def test_google_client_id_alone_is_not_ready(self, monkeypatch):
+        from litellm.proxy.auth.auth_utils import is_sso_provider_fully_configured
+
+        monkeypatch.setenv("GOOGLE_CLIENT_ID", "google-client")
+        assert is_sso_provider_fully_configured() is False
+
+    def test_google_with_secret_is_ready(self, monkeypatch):
+        from litellm.proxy.auth.auth_utils import is_sso_provider_fully_configured
+
+        monkeypatch.setenv("GOOGLE_CLIENT_ID", "google-client")
+        monkeypatch.setenv("GOOGLE_CLIENT_SECRET", "google-secret")
+        assert is_sso_provider_fully_configured() is True
+
+    def test_microsoft_client_id_alone_is_not_ready(self, monkeypatch):
+        from litellm.proxy.auth.auth_utils import is_sso_provider_fully_configured
+
+        monkeypatch.setenv("MICROSOFT_CLIENT_ID", "ms-client")
+        assert is_sso_provider_fully_configured() is False
+
+    def test_microsoft_missing_tenant_is_not_ready(self, monkeypatch):
+        from litellm.proxy.auth.auth_utils import is_sso_provider_fully_configured
+
+        monkeypatch.setenv("MICROSOFT_CLIENT_ID", "ms-client")
+        monkeypatch.setenv("MICROSOFT_CLIENT_SECRET", "ms-secret")
+        assert is_sso_provider_fully_configured() is False
+
+    def test_microsoft_with_secret_and_tenant_is_ready(self, monkeypatch):
+        from litellm.proxy.auth.auth_utils import is_sso_provider_fully_configured
+
+        monkeypatch.setenv("MICROSOFT_CLIENT_ID", "ms-client")
+        monkeypatch.setenv("MICROSOFT_CLIENT_SECRET", "ms-secret")
+        monkeypatch.setenv("MICROSOFT_TENANT", "ms-tenant")
+        assert is_sso_provider_fully_configured() is True
+
+    def test_generic_client_id_alone_is_not_ready(self, monkeypatch):
+        from litellm.proxy.auth.auth_utils import is_sso_provider_fully_configured
+
+        monkeypatch.setenv("GENERIC_CLIENT_ID", "generic-client")
+        assert is_sso_provider_fully_configured() is False
+
+    def test_generic_missing_one_endpoint_is_not_ready(self, monkeypatch):
+        from litellm.proxy.auth.auth_utils import is_sso_provider_fully_configured
+
+        monkeypatch.setenv("GENERIC_CLIENT_ID", "generic-client")
+        monkeypatch.setenv("GENERIC_CLIENT_SECRET", "generic-secret")
+        monkeypatch.setenv("GENERIC_AUTHORIZATION_ENDPOINT", "https://idp.example.com/authorize")
+        monkeypatch.setenv("GENERIC_TOKEN_ENDPOINT", "https://idp.example.com/token")
+        # GENERIC_USERINFO_ENDPOINT deliberately left unset.
+        assert is_sso_provider_fully_configured() is False
+
+    def test_generic_with_every_endpoint_is_ready(self, monkeypatch):
+        from litellm.proxy.auth.auth_utils import is_sso_provider_fully_configured
+
+        monkeypatch.setenv("GENERIC_CLIENT_ID", "generic-client")
+        monkeypatch.setenv("GENERIC_CLIENT_SECRET", "generic-secret")
+        monkeypatch.setenv("GENERIC_AUTHORIZATION_ENDPOINT", "https://idp.example.com/authorize")
+        monkeypatch.setenv("GENERIC_TOKEN_ENDPOINT", "https://idp.example.com/token")
+        monkeypatch.setenv("GENERIC_USERINFO_ENDPOINT", "https://idp.example.com/userinfo")
+        assert is_sso_provider_fully_configured() is True
+
+    def test_saml_metadata_url_is_ready_when_runtime_installed(self, monkeypatch):
+        from litellm.proxy.auth import auth_utils
+
+        monkeypatch.setenv("SAML_IDP_METADATA_URL", "https://idp.example.com/metadata.xml")
+        monkeypatch.setattr(auth_utils.importlib.util, "find_spec", lambda name: object())
+        assert auth_utils.is_sso_provider_fully_configured() is True
+
+    def test_saml_metadata_url_is_not_ready_without_runtime(self, monkeypatch):
+        """Regression: python3-saml (``onelogin.saml2``) is an optional
+        dependency; SAMLAuthHandler fails closed on every request when it is
+        not installed, so IdP metadata alone must not read as ready."""
+        from litellm.proxy.auth import auth_utils
+
+        monkeypatch.setenv("SAML_IDP_METADATA_URL", "https://idp.example.com/metadata.xml")
+        monkeypatch.setattr(auth_utils.importlib.util, "find_spec", lambda name: None)
+        assert auth_utils.is_sso_provider_fully_configured() is False
+
+    def test_saml_check_does_not_raise_when_package_entirely_absent(self, monkeypatch):
+        """Regression: `importlib.util.find_spec("onelogin.saml2.auth")`
+        raises ModuleNotFoundError (not merely returns None) when the
+        TOP-LEVEL `onelogin` package is not installed at all, which is
+        exactly the real-world "optional extra not installed" case. If the
+        gate does not catch this, every password login 500s instead of
+        falling back, on a deployment that configured SAML metadata but
+        skipped the extra."""
+        from litellm.proxy.auth import auth_utils
+
+        def _raise(name: str):
+            raise ModuleNotFoundError("No module named 'onelogin'")
+
+        monkeypatch.setenv("SAML_IDP_METADATA_URL", "https://idp.example.com/metadata.xml")
+        monkeypatch.setattr(auth_utils.importlib.util, "find_spec", _raise)
+        assert auth_utils.is_sso_provider_fully_configured() is False
+
+    def test_incomplete_earlier_provider_does_not_mask_a_ready_later_one(self, monkeypatch):
+        """Regression: a stray GOOGLE_CLIENT_ID with no secret (e.g. a
+        leftover from a migration) must not stop the check from reaching a
+        fully configured Microsoft provider set alongside it — every
+        provider is evaluated independently, not in a first-match order."""
+        from litellm.proxy.auth.auth_utils import is_sso_provider_fully_configured
+
+        monkeypatch.setenv("GOOGLE_CLIENT_ID", "google-client")
+        monkeypatch.setenv("MICROSOFT_CLIENT_ID", "ms-client")
+        monkeypatch.setenv("MICROSOFT_CLIENT_SECRET", "ms-secret")
+        monkeypatch.setenv("MICROSOFT_TENANT", "ms-tenant")
+        assert is_sso_provider_fully_configured() is True
 
 
 class TestIsRequestBodySafeBlocksAwsIdentitySelectors:
diff --git a/tests/test_litellm/proxy/auth/test_login_utils.py b/tests/test_litellm/proxy/auth/test_login_utils.py
index 1c66acf8678..8d93d801bfd 100644
--- a/tests/test_litellm/proxy/auth/test_login_utils.py
+++ b/tests/test_litellm/proxy/auth/test_login_utils.py
@@ -6,6 +6,7 @@ to login_utils.py for better reusability.
 """
 
 import os
+from contextlib import ExitStack
 from unittest.mock import AsyncMock, MagicMock, patch
 
 import pytest
@@ -598,3 +599,203 @@ class TestEncodeUiSessionJwt:
         request.cookies = {"token": token}
         with patch("litellm.proxy.proxy_server.master_key", "sk-master-for-tests"):
             assert _user_id_from_session_cookie(request) == "cornell-user"
+
+
+def _patch_sso_configured(stack: ExitStack, *, configured: bool) -> None:
+    stack.enter_context(
+        patch(  # test-quality-ok: no HTTP boundary here; same internal the pre-existing tests above already mock
+            "litellm.proxy.auth.login_utils.is_sso_provider_fully_configured", return_value=configured
+        )
+    )
+
+
+def _patch_successful_admin_login_deps(stack: ExitStack) -> None:
+    """The collaborators a real admin login exercises past the SSO gate:
+    generating the UI session key, syncing the admin role, and reading the
+    experimental-login flag. Shared so the two "still allowed" tests below
+    don't each repeat the same three-mock wiring."""
+    stack.enter_context(
+        patch(  # test-quality-ok: internal orchestration, no HTTP boundary; matches pre-existing tests
+            "litellm.proxy.auth.login_utils.generate_key_helper_fn",
+            new_callable=AsyncMock,
+            return_value={"token": "test-token", "user_id": LITELLM_PROXY_ADMIN_NAME},
+        )
+    )
+    stack.enter_context(
+        patch(  # test-quality-ok: internal orchestration, no HTTP boundary; matches pre-existing tests
+            "litellm.proxy.auth.login_utils.user_update",
+            new_callable=AsyncMock,
+            return_value=None,
+        )
+    )
+    stack.enter_context(
+        patch(  # test-quality-ok: internal orchestration, no HTTP boundary; matches pre-existing tests
+            "litellm.proxy.auth.login_utils.get_secret_bool",
+            return_value=False,
+        )
+    )
+
+
+class TestDisablePasswordLoginWhenSSOEnabled:
+    """`disable_password_login_when_sso_enabled` must reject every
+    username/password login attempt (including the UI_USERNAME/UI_PASSWORD
+    admin fallback) once SSO is configured, so SSO becomes the only way to
+    reach the Admin UI. It must not affect logins when SSO is unconfigured,
+    so admins can never lock themselves out with no SSO to fall back to."""
+
+    @pytest.mark.asyncio
+    async def test_rejects_correct_admin_credentials_when_sso_configured(self):
+        master_key = "sk-1234"
+        ui_username = "admin"
+
+        mock_prisma_client = MagicMock()
+        mock_prisma_client.db.litellm_usertable.find_first = AsyncMock(return_value=None)
+
+        with patch.dict(os.environ, {"UI_USERNAME": ui_username, "UI_PASSWORD": master_key}):
+            with ExitStack() as stack:
+                _patch_sso_configured(stack, configured=True)
+                with pytest.raises(ProxyException) as exc_info:
+                    await authenticate_user(
+                        username=ui_username,
+                        password=master_key,
+                        master_key=master_key,
+                        prisma_client=mock_prisma_client,
+                        general_settings={"disable_password_login_when_sso_enabled": True},
+                    )
+
+        assert exc_info.value.type == ProxyErrorTypes.auth_error
+        assert exc_info.value.code == "403"
+        # The credential comparison must never even run.
+        mock_prisma_client.db.litellm_usertable.find_first.assert_not_called()
+
+    @pytest.mark.asyncio
+    async def test_rejects_correct_db_user_credentials_when_sso_configured(self):
+        master_key = "sk-1234"
+        user_email = "test@example.com"
+        password = "correct-password"
+
+        mock_user = LiteLLM_UserTable(
+            user_id="test-user-123",
+            user_email=user_email,
+            password=hash_token(token=password),
+            user_role=LitellmUserRoles.INTERNAL_USER,
+        )
+        mock_prisma_client = MagicMock()
+        mock_prisma_client.db.litellm_usertable.find_first = AsyncMock(return_value=mock_user)
+
+        with patch.dict(os.environ, {"UI_USERNAME": "admin", "UI_PASSWORD": "unrelated"}):
+            with ExitStack() as stack:
+                _patch_sso_configured(stack, configured=True)
+                with pytest.raises(ProxyException) as exc_info:
+                    await authenticate_user(
+                        username=user_email,
+                        password=password,
+                        master_key=master_key,
+                        prisma_client=mock_prisma_client,
+                        general_settings={"disable_password_login_when_sso_enabled": True},
+                    )
+
+        assert exc_info.value.code == "403"
+        mock_prisma_client.db.litellm_usertable.find_first.assert_not_called()
+
+    @pytest.mark.asyncio
+    async def test_allows_password_login_when_setting_enabled_but_sso_not_configured(self):
+        """The setting alone must not lock out an admin who has not actually
+        configured SSO — there would be no fallback left."""
+        master_key = "sk-1234"
+        ui_username = "admin"
+
+        mock_prisma_client = MagicMock()
+        mock_prisma_client.db.litellm_usertable.find_first = AsyncMock(return_value=None)
+
+        with patch.dict(
+            os.environ,
+            {
+                "UI_USERNAME": ui_username,
+                "UI_PASSWORD": master_key,
+                "DATABASE_URL": "postgresql://test:test@localhost/test",
+            },
+            clear=True,
+        ):
+            with ExitStack() as stack:
+                _patch_sso_configured(stack, configured=False)
+                _patch_successful_admin_login_deps(stack)
+                result = await authenticate_user(
+                    username=ui_username,
+                    password=master_key,
+                    master_key=master_key,
+                    prisma_client=mock_prisma_client,
+                    general_settings={"disable_password_login_when_sso_enabled": True},
+                )
+
+        assert isinstance(result, LoginResult)
+        assert result.user_id == LITELLM_PROXY_ADMIN_NAME
+
+    @pytest.mark.asyncio
+    async def test_allows_password_login_when_sso_env_is_incomplete(self):
+        """Regression: a lone MICROSOFT_CLIENT_ID with no client secret or
+        tenant makes has_user_setup_sso() True, but a real SSO sign-in would
+        fail. The gate must read the real env (no is_sso_provider_fully_configured
+        mock here) and still let password login through, or an admin who set
+        one env var by mistake is locked out with no way in."""
+        master_key = "sk-1234"
+        ui_username = "admin"
+
+        mock_prisma_client = MagicMock()
+        mock_prisma_client.db.litellm_usertable.find_first = AsyncMock(return_value=None)
+
+        with patch.dict(
+            os.environ,
+            {
+                "UI_USERNAME": ui_username,
+                "UI_PASSWORD": master_key,
+                "DATABASE_URL": "postgresql://test:test@localhost/test",
+                "MICROSOFT_CLIENT_ID": "ms-client-id-only",
+            },
+            clear=True,
+        ):
+            with ExitStack() as stack:
+                _patch_successful_admin_login_deps(stack)
+                result = await authenticate_user(
+                    username=ui_username,
+                    password=master_key,
+                    master_key=master_key,
+                    prisma_client=mock_prisma_client,
+                    general_settings={"disable_password_login_when_sso_enabled": True},
+                )
+
+        assert isinstance(result, LoginResult)
+        assert result.user_id == LITELLM_PROXY_ADMIN_NAME
+
+    @pytest.mark.asyncio
+    async def test_allows_password_login_when_sso_configured_but_setting_not_enabled(self):
+        """SSO being configured must not, by itself, disable the password
+        fallback: the setting is opt-in."""
+        master_key = "sk-1234"
+        ui_username = "admin"
+
+        mock_prisma_client = MagicMock()
+        mock_prisma_client.db.litellm_usertable.find_first = AsyncMock(return_value=None)
+
+        with patch.dict(
+            os.environ,
+            {
+                "UI_USERNAME": ui_username,
+                "UI_PASSWORD": master_key,
+                "DATABASE_URL": "postgresql://test:test@localhost/test",
+            },
+            clear=True,
+        ):
+            with ExitStack() as stack:
+                _patch_sso_configured(stack, configured=True)
+                _patch_successful_admin_login_deps(stack)
+                result = await authenticate_user(
+                    username=ui_username,
+                    password=master_key,
+                    master_key=master_key,
+                    prisma_client=mock_prisma_client,
+                    general_settings={},
+                )
+
+        assert isinstance(result, LoginResult)
+        assert result.user_id == LITELLM_PROXY_ADMIN_NAME
diff --git a/tests/test_litellm/proxy/auth/test_mcp_ip_filtering.py b/tests/test_litellm/proxy/auth/test_mcp_ip_filtering.py
index e0585ab04f1..4c219760762 100644
--- a/tests/test_litellm/proxy/auth/test_mcp_ip_filtering.py
+++ b/tests/test_litellm/proxy/auth/test_mcp_ip_filtering.py
@@ -591,3 +591,100 @@ class TestFilterServerIdsByIpWithInfo:
         )
         assert allowed == []
         assert blocked == 2
+
+
+def _make_scheme_request(
+    scheme: str, client_host: str = "203.0.113.5", headers: dict[str, str] | None = None
+) -> Request:
+    request = MagicMock(spec=Request)
+    request.client = MagicMock()
+    request.client.host = client_host
+    request.headers = headers or {}
+    request.url = MagicMock()
+    request.url.scheme = scheme
+    return request
+
+
+class TestIsRequestHttps:
+    """Regression tests for the cookie Secure trust-boundary resolution.
+
+    litellm only sees a plain-HTTP hop when TLS terminates at a reverse
+    proxy, so a cookie's Secure attribute must not be derived from the
+    literal request scheme alone. It must also not blindly trust a
+    client-spoofable X-Forwarded-Proto header with no trust boundary.
+    """
+
+    def test_direct_https_is_secure(self, monkeypatch):
+        monkeypatch.delenv("PROXY_BASE_URL", raising=False)
+        request = _make_scheme_request("https")
+        assert IPAddressUtils.is_request_https(request, general_settings={}) is True
+
+    def test_direct_http_is_not_secure(self, monkeypatch):
+        monkeypatch.delenv("PROXY_BASE_URL", raising=False)
+        request = _make_scheme_request("http")
+        assert IPAddressUtils.is_request_https(request, general_settings={}) is False
+
+    def test_spoofed_forwarded_proto_without_trusted_proxy_config_is_ignored(
+        self, monkeypatch
+    ):
+        # Regression: an internal HTTP hop with an attacker-supplied
+        # X-Forwarded-Proto: https must NOT flip Secure on, because no
+        # trust boundary (use_x_forwarded_for + mcp_trusted_proxy_ranges)
+        # is configured. Blindly trusting this header is itself a
+        # vulnerability.
+        monkeypatch.delenv("PROXY_BASE_URL", raising=False)
+        request = _make_scheme_request(
+            "http", headers={"X-Forwarded-Proto": "https"}
+        )
+        assert IPAddressUtils.is_request_https(request, general_settings={}) is False
+
+    def test_forwarded_proto_honored_only_from_trusted_proxy(self, monkeypatch):
+        monkeypatch.delenv("PROXY_BASE_URL", raising=False)
+        request = _make_scheme_request(
+            "http",
+            client_host="10.0.0.5",
+            headers={"X-Forwarded-Proto": "https"},
+        )
+        general_settings = {
+            "use_x_forwarded_for": True,
+            "mcp_trusted_proxy_ranges": ["10.0.0.0/8"],
+        }
+        assert IPAddressUtils.is_request_https(request, general_settings=general_settings) is True
+
+    def test_forwarded_proto_http_from_trusted_proxy_is_not_secure(self, monkeypatch):
+        monkeypatch.delenv("PROXY_BASE_URL", raising=False)
+        request = _make_scheme_request(
+            "https",
+            client_host="10.0.0.5",
+            headers={"X-Forwarded-Proto": "http"},
+        )
+        general_settings = {
+            "use_x_forwarded_for": True,
+            "mcp_trusted_proxy_ranges": ["10.0.0.0/8"],
+        }
+        assert IPAddressUtils.is_request_https(request, general_settings=general_settings) is False
+
+    def test_untrusted_direct_peer_falls_back_to_literal_scheme(self, monkeypatch):
+        monkeypatch.delenv("PROXY_BASE_URL", raising=False)
+        request = _make_scheme_request(
+            "http",
+            client_host="203.0.113.5",
+            headers={"X-Forwarded-Proto": "https"},
+        )
+        general_settings = {
+            "use_x_forwarded_for": True,
+            "mcp_trusted_proxy_ranges": ["10.0.0.0/8"],
+        }
+        assert IPAddressUtils.is_request_https(request, general_settings=general_settings) is False
+
+    def test_proxy_base_url_https_overrides_literal_http_scheme(self, monkeypatch):
+        monkeypatch.setenv("PROXY_BASE_URL", "https://litellm.example.com")
+        request = _make_scheme_request("http")
+        assert IPAddressUtils.is_request_https(request, general_settings={}) is True
+
+    def test_proxy_base_url_http_overrides_literal_https_scheme(self, monkeypatch):
+        # An explicit operator-configured plain-http public origin wins over
+        # the literal connection scheme, same as the https direction above.
+        monkeypatch.setenv("PROXY_BASE_URL", "http://litellm.internal")
+        request = _make_scheme_request("https")
+        assert IPAddressUtils.is_request_https(request, general_settings={}) is False
diff --git a/tests/test_litellm/proxy/auth/test_onboarding.py b/tests/test_litellm/proxy/auth/test_onboarding.py
index d55a5472af1..524b655b465 100644
--- a/tests/test_litellm/proxy/auth/test_onboarding.py
+++ b/tests/test_litellm/proxy/auth/test_onboarding.py
@@ -231,7 +231,7 @@ async def test_claim_token_rejects_already_used_link():
     data = InvitationClaim(
         invitation_link="invite-abc",
         user_id="user-123",
-        password="NewP@ssw0rd",
+        password="NewP@ssw0rd123",
     )
 
     with patch("litellm.proxy.proxy_server.prisma_client", prisma):
@@ -254,7 +254,7 @@ async def test_claim_token_rejects_expired_link():
     data = InvitationClaim(
         invitation_link="invite-abc",
         user_id="user-123",
-        password="NewP@ssw0rd",
+        password="NewP@ssw0rd123",
     )
 
     with patch("litellm.proxy.proxy_server.prisma_client", prisma):
@@ -275,7 +275,7 @@ async def test_claim_token_rejects_mismatched_user_id():
     data = InvitationClaim(
         invitation_link="invite-abc",
         user_id="wrong-user",
-        password="NewP@ssw0rd",
+        password="NewP@ssw0rd123",
     )
 
     with patch("litellm.proxy.proxy_server.prisma_client", prisma):
@@ -296,7 +296,7 @@ async def test_claim_token_rejects_missing_onboarding_token():
     data = InvitationClaim(
         invitation_link="invite-abc",
         user_id="user-123",
-        password="NewP@ssw0rd",
+        password="NewP@ssw0rd123",
     )
 
     with (
@@ -322,7 +322,7 @@ async def test_claim_token_rejects_wrong_onboarding_session():
     data = InvitationClaim(
         invitation_link="invite-abc",
         user_id="user-123",
-        password="NewP@ssw0rd",
+        password="NewP@ssw0rd123",
     )
     request = _make_claim_request(
         _make_onboarding_token(invitation_link="other-invite")
@@ -351,7 +351,7 @@ async def test_claim_token_rejects_invalid_bearer_token():
     data = InvitationClaim(
         invitation_link="invite-abc",
         user_id="user-123",
-        password="NewP@ssw0rd",
+        password="NewP@ssw0rd123",
     )
     request = _make_claim_request("sk-regular-key")
 
@@ -380,7 +380,7 @@ async def test_claim_token_rejects_concurrent_reuse_before_password_write():
     data = InvitationClaim(
         invitation_link="invite-abc",
         user_id="user-123",
-        password="NewP@ssw0rd",
+        password="NewP@ssw0rd123",
     )
 
     with (
@@ -418,7 +418,7 @@ async def test_claim_token_sets_accepted_at_after_password_written():
     data = InvitationClaim(
         invitation_link="invite-abc",
         user_id="user-123",
-        password="NewP@ssw0rd",
+        password="NewP@ssw0rd123",
     )
 
     mock_token_response = {"token": "sk-generated-key", "user_id": "user-123"}
@@ -477,7 +477,7 @@ async def test_claim_token_rolls_back_invite_when_session_key_mint_fails():
     data = InvitationClaim(
         invitation_link="invite-abc",
         user_id="user-123",
-        password="NewP@ssw0rd",
+        password="NewP@ssw0rd123",
     )
 
     with (
diff --git a/tests/test_litellm/proxy/auth/test_password_policy.py b/tests/test_litellm/proxy/auth/test_password_policy.py
new file mode 100644
index 00000000000..f6e7d443907
--- /dev/null
+++ b/tests/test_litellm/proxy/auth/test_password_policy.py
@@ -0,0 +1,136 @@
+"""
+Tests for the configurable password-strength policy in
+`litellm.proxy.auth.password_policy`, enforced on every path that persists a
+new or changed password for a locally-managed user.
+"""
+
+import pytest
+
+from litellm.proxy._types import ProxyErrorTypes, ProxyException
+from litellm.proxy.auth.password_policy import (
+    DEFAULT_MIN_LENGTH,
+    MIN_ALLOWED_LENGTH,
+    PasswordPolicy,
+    get_password_policy,
+    validate_password_policy,
+)
+
+STRONG_PASSWORD = "Str0ng!Passw0rd"
+
+
+def test_get_password_policy_defaults_to_pif_baseline():
+    policy = get_password_policy({})
+    assert policy == PasswordPolicy(
+        min_length=DEFAULT_MIN_LENGTH,
+        require_uppercase=True,
+        require_lowercase=True,
+        require_numbers=True,
+        require_special_characters=True,
+    )
+
+
+def test_get_password_policy_reads_overrides_from_general_settings():
+    policy = get_password_policy(
+        {
+            "password_policy_min_length": 20,
+            "password_policy_require_uppercase": False,
+            "password_policy_require_lowercase": False,
+            "password_policy_require_numbers": False,
+            "password_policy_require_special_characters": False,
+        }
+    )
+    assert policy == PasswordPolicy(
+        min_length=20,
+        require_uppercase=False,
+        require_lowercase=False,
+        require_numbers=False,
+        require_special_characters=False,
+    )
+
+
+def test_validate_password_policy_accepts_strong_password():
+    assert validate_password_policy(STRONG_PASSWORD, {}) is None
+
+
+@pytest.mark.parametrize(
+    "password,expected_fragment",
+    [
+        ("Sh0rt!Pw", "12 characters"),
+        ("weakpassword123!", "uppercase"),
+        ("WEAKPASSWORD123!", "lowercase"),
+        ("WeakPassword!!!!", "number"),
+        ("WeakPassword12345", "special character"),
+    ],
+)
+def test_validate_password_policy_rejects_each_missing_class(password, expected_fragment):
+    with pytest.raises(ProxyException) as exc_info:
+        validate_password_policy(password, {})
+    assert exc_info.value.code == "400"
+    assert exc_info.value.type == ProxyErrorTypes.validation_error
+    assert exc_info.value.param == "password"
+    assert expected_fragment in exc_info.value.message
+
+
+def test_validate_password_policy_reports_every_violation_at_once():
+    with pytest.raises(ProxyException) as exc_info:
+        validate_password_policy("weak", {})
+    assert "12 characters" in exc_info.value.message
+    assert "uppercase" in exc_info.value.message
+    assert "number" in exc_info.value.message
+    assert "special character" in exc_info.value.message
+
+
+def test_validate_password_policy_honors_relaxed_config():
+    general_settings = {
+        "password_policy_min_length": MIN_ALLOWED_LENGTH,
+        "password_policy_require_special_characters": False,
+    }
+    # 8 chars, has upper/lower/number, no special char: fails default policy,
+    # passes the relaxed one above.
+    validate_password_policy("Abcd1234", general_settings)
+    with pytest.raises(ProxyException):
+        validate_password_policy("Abcd1234", {})
+
+
+def test_validate_password_policy_honors_stricter_min_length():
+    general_settings = {"password_policy_min_length": 20}
+    with pytest.raises(ProxyException) as exc_info:
+        validate_password_policy(STRONG_PASSWORD, general_settings)
+    assert "20 characters" in exc_info.value.message
+
+
+@pytest.mark.parametrize("configured_min_length", [0, -1, -100, 1, 7])
+def test_get_password_policy_floors_nonpositive_or_too_low_min_length(configured_min_length):
+    """A misconfigured min_length must never disable the length check
+    entirely: it floors at MIN_ALLOWED_LENGTH instead of passing through."""
+    policy = get_password_policy({"password_policy_min_length": configured_min_length})
+    assert policy.min_length == MIN_ALLOWED_LENGTH
+
+
+def test_validate_password_policy_rejects_short_password_even_with_zero_min_length_configured():
+    general_settings = {"password_policy_min_length": 0}
+    with pytest.raises(ProxyException) as exc_info:
+        validate_password_policy("a", general_settings)
+    assert f"{MIN_ALLOWED_LENGTH} characters" in exc_info.value.message
+
+
+def test_get_password_policy_ignores_boolean_min_length():
+    """`bool` is a subclass of `int` in Python; a stray `true`/`false` value
+    must not silently coerce into a min_length of 1 or 0."""
+    policy = get_password_policy({"password_policy_min_length": False})
+    assert policy.min_length == DEFAULT_MIN_LENGTH
+
+
+def test_validate_password_policy_rejects_unicode_letter_as_special_character():
+    """Regression: an ASCII-only `[^A-Za-z0-9]` check would miscount an
+    accented letter as the required special character, so a letters-and-
+    digits-only password like this one (no real symbol) must still be
+    rejected."""
+    with pytest.raises(ProxyException) as exc_info:
+        validate_password_policy("Passwörd1234", {})
+    assert "special character" in exc_info.value.message
+
+
+def test_validate_password_policy_accepts_real_special_character_with_unicode_letters():
+    """Same base password as the rejection test above, plus an actual symbol."""
+    assert validate_password_policy("Passwörd1234!", {}) is None
diff --git a/tests/test_litellm/proxy/client/cli/test_agents.py b/tests/test_litellm/proxy/client/cli/test_agents.py
index 0191dad3d94..62b94e948be 100644
--- a/tests/test_litellm/proxy/client/cli/test_agents.py
+++ b/tests/test_litellm/proxy/client/cli/test_agents.py
@@ -78,9 +78,19 @@ class TestBuildAgentEnv:
         assert env["ANTHROPIC_BASE_URL"] == "http://localhost:4000"
         assert env["ANTHROPIC_AUTH_TOKEN"] == "sk-key"
         assert env["ENABLE_TOOL_SEARCH"] == "true"
+        assert env["CLAUDE_CODE_ENABLE_GATEWAY_MODEL_DISCOVERY"] == "1"
         assert "OPENAI_BASE_URL" not in env
         assert "OPENAI_API_KEY" not in env
 
+    def test_anthropic_profile_preserves_existing_gateway_model_discovery(self):
+        env = build_agent_env(
+            {"CLAUDE_CODE_ENABLE_GATEWAY_MODEL_DISCOVERY": "0"},
+            "http://localhost:4000",
+            "sk-key",
+            frozenset({"anthropic"}),
+        )
+        assert env["CLAUDE_CODE_ENABLE_GATEWAY_MODEL_DISCOVERY"] == "0"
+
     def test_anthropic_profile_preserves_existing_tool_search(self):
         env = build_agent_env(
             {"ENABLE_TOOL_SEARCH": "false"},
@@ -107,6 +117,7 @@ class TestBuildAgentEnv:
         assert env["OPENAI_API_KEY"] == "sk-key"
         assert "ANTHROPIC_BASE_URL" not in env
         assert "ENABLE_TOOL_SEARCH" not in env
+        assert "CLAUDE_CODE_ENABLE_GATEWAY_MODEL_DISCOVERY" not in env
 
     def test_both_profiles_set_everything(self):
         env = build_agent_env(
diff --git a/tests/test_litellm/proxy/client/cli/test_auth_commands.py b/tests/test_litellm/proxy/client/cli/test_auth_commands.py
index 1d0a99b8e0a..821323e722c 100644
--- a/tests/test_litellm/proxy/client/cli/test_auth_commands.py
+++ b/tests/test_litellm/proxy/client/cli/test_auth_commands.py
@@ -59,6 +59,7 @@ def _mock_cli_sso_start_response(
     login_id: str = "cli-session-uuid-456",
     poll_secret: str = "poll-secret",
     user_code: str = "ABCD-EFGH",
+    **extra_fields: object,
 ) -> Mock:
     mock_response = Mock()
     mock_response.status_code = 200
@@ -66,6 +67,7 @@ def _mock_cli_sso_start_response(
         "login_id": login_id,
         "poll_secret": poll_secret,
         "user_code": user_code,
+        **extra_fields,
     }
     mock_response.raise_for_status = Mock()
     return mock_response
@@ -333,7 +335,9 @@ class TestLoginCommand:
             call_args = mock_browser.call_args[0][0]
             assert "https://test.example.com/sso/key/generate" in call_args
             assert "cli-test-uuid-123" in call_args
+            assert "user_code" not in call_args
             assert "Verification code: ABCD-EFGH" in result.output
+            assert "pre-filled in the browser" not in result.output
             mock_post.assert_called_once()
             mock_get.assert_called()
             assert mock_get.call_args.kwargs["headers"] == {"x-litellm-cli-poll-secret": "poll-secret"}
@@ -347,6 +351,72 @@ class TestLoginCommand:
             # Verify commands were shown
             mock_show_commands.assert_called_once()
 
+    def test_login_prefills_the_code_in_the_browser_when_the_proxy_advertises_it(
+        self, isolated_home, secret_vault_factory
+    ) -> None:
+        vault = secret_vault_factory()
+        poll_response = Mock()
+        poll_response.status_code = 200
+        poll_response.json.return_value = {
+            "status": "ready",
+            "key": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.test.jwt",
+            "user_id": "test-user-123",
+            "team_id": "team-1",
+            "teams": ["team-1"],
+        }
+        start_response = _mock_cli_sso_start_response(
+            login_id="cli-test-uuid-123",
+            verification_uri_complete=(
+                "https://internal-hostname.example.com/sso/key/generate"
+                "?source=litellm-cli&key=cli-test-uuid-123&user_code=ABCD-EFGH"
+            ),
+        )
+
+        with (
+            patch("webbrowser.open") as mock_browser,
+            patch("requests.post", return_value=start_response),
+            patch("requests.get", return_value=poll_response),
+        ):
+            result = self.runner.invoke(login, obj={"base_url": "https://test.example.com", "secret_vault": vault})
+
+        assert result.exit_code == 0, result.output
+        assert json.loads(vault.blob)["key"] == "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.test.jwt"
+        assert json.loads((isolated_home / ".litellm" / "token.json").read_text())["user_id"] == "test-user-123"
+        opened_url = mock_browser.call_args[0][0]
+        assert opened_url.startswith("https://test.example.com/sso/key/generate?")
+        assert "internal-hostname" not in opened_url
+        assert "key=cli-test-uuid-123" in opened_url
+        assert "user_code=ABCD-EFGH" in opened_url
+        assert "Verification code: ABCD-EFGH (pre-filled in the browser, check it matches)" in result.output
+
+    def test_login_keeps_the_code_out_of_the_url_when_the_proxy_sends_a_non_url_verification_uri(
+        self, secret_vault_factory
+    ) -> None:
+        poll_response = Mock()
+        poll_response.status_code = 200
+        poll_response.json.return_value = {
+            "status": "ready",
+            "key": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.test.jwt",
+            "user_id": "test-user-123",
+            "team_id": "team-1",
+            "teams": ["team-1"],
+        }
+        for advertised in (None, True):
+            start_response = _mock_cli_sso_start_response(verification_uri_complete=advertised)
+
+            with (
+                patch("webbrowser.open") as mock_browser,
+                patch("requests.post", return_value=start_response),
+                patch("requests.get", return_value=poll_response),
+            ):
+                result = self.runner.invoke(
+                    login, obj={"base_url": "https://test.example.com", "secret_vault": secret_vault_factory()}
+                )
+
+            assert result.exit_code == 0, result.output
+            assert "user_code" not in mock_browser.call_args[0][0]
+            assert "pre-filled in the browser" not in result.output
+
     def test_login_timeout(self):
         """Test login timeout scenario"""
         mock_context = Mock()
diff --git a/tests/test_litellm/proxy/client/cli/test_claude_settings.py b/tests/test_litellm/proxy/client/cli/test_claude_settings.py
index 898f9ab1ed7..e5f2a9d95bd 100644
--- a/tests/test_litellm/proxy/client/cli/test_claude_settings.py
+++ b/tests/test_litellm/proxy/client/cli/test_claude_settings.py
@@ -26,6 +26,64 @@ def _owners(*backup_paths):
 
 CLAUDE_SETTINGS_MODULE = "litellm.proxy.client.cli.commands.claude_settings"
 AUTH_MODULE = "litellm.proxy.client.cli.commands.auth"
+WINDOWS_LITE_EXE = "C:\\Users\\u\\AppData\\Local\\Programs\\Python\\Python313\\Scripts\\lite.EXE"
+
+CMD_METACHARACTERS = frozenset("&|<>^()")
+CMD_PERCENT_GUARD = "%%cd:~,%"
+
+
+def _through_cmd_exe(command):
+    """The line cmd.exe hands to CreateProcess after reading the apiKeyHelper.
+
+    A `"` toggles cmd's quote state and the metacharacters only act outside it. cmd expands
+    `%VAR%` even inside quotes, so every `%` has to arrive as the `%%cd:~,%` guard: the first
+    `%` has no variable name and stays literal, and `%cd:~,%` is a zero length substring of `cd`.
+    """
+    assert not any(CMD_METACHARACTERS & set(run) for run in command.split('"')[::2]), command
+    assert command.count("%") == 3 * command.count(CMD_PERCENT_GUARD), command
+    return command.replace(CMD_PERCENT_GUARD, "%")
+
+
+def _through_c_runtime(command_line):
+    """argv as the Microsoft C runtime builds it for the `lite` executable.
+
+    Outside quotes whitespace ends an argument. A `"` toggles quoting, and inside quotes `""`
+    is a literal quote. Backslashes are literal unless they run up to a `"`, where each pair
+    is one backslash and an odd one left over makes the quote literal.
+    """
+    argv = []
+    current = None
+    quoted = False
+    i = 0
+    while i < len(command_line):
+        ch = command_line[i]
+        if ch in " \t" and not quoted:
+            if current is not None:
+                argv.append(current)
+            current = None
+            i += 1
+            continue
+        if current is None:
+            current = ""
+        if ch == "\\":
+            run = len(command_line[i:]) - len(command_line[i:].lstrip("\\"))
+            before_quote = command_line[i + run : i + run + 1] == '"'
+            current += "\\" * (run // 2 if before_quote else run)
+            if before_quote and run % 2:
+                current += '"'
+                i += 1
+            i += run
+        elif ch == '"':
+            if quoted and command_line[i + 1 : i + 2] == '"':
+                current += '"'
+                i += 1
+            else:
+                quoted = not quoted
+            i += 1
+        else:
+            current += ch
+            i += 1
+    return argv if current is None else [*argv, current]
 
 
 @pytest.fixture
@@ -199,6 +257,36 @@ class TestApiKeyHelperIsActuallyInvocable:
 
         assert "Not authenticated for this server" in result.output
 
+    def _windows_argv(self, lite_exe, base_url):
+        with patch(f"{CLAUDE_SETTINGS_MODULE}.shutil.which", return_value=lite_exe):
+            helper = resolve_api_key_helper(base_url, platform="win32")
+        return _through_c_runtime(_through_cmd_exe(helper))
+
+    @pytest.mark.parametrize(
+        ("lite_exe", "base_url"),
+        [
+            (WINDOWS_LITE_EXE, "http://localhost:4000"),
+            ("C:\\Program Files\\LiteLLM\\lite.EXE", "https://gateway.example.com/?a=1&b=2"),
+            ("C:\\Users\\u\\Scripts\\lite.EXE", "https://gateway.example.com/team%20a/%7Eproxy"),
+            ('C:\\odd "dir"\\lite.EXE', "http://localhost:4000/x\\"),
+        ],
+    )
+    def test_the_windows_command_survives_cmd_exe_and_the_c_runtime(self, lite_exe, base_url):
+        assert self._windows_argv(lite_exe, base_url) == [lite_exe, "--base-url", base_url, "auth", "print-token"]
+
+    def test_the_windows_command_carries_the_base_url_through_cmd_quoting(self):
+        stale = CliTokenRecord(
+            base_url="http://other-proxy.example.com",
+            key="sk-stale",
+            timestamp=time.time(),
+        )
+        argv = self._windows_argv(WINDOWS_LITE_EXE, "http://localhost:4000")
+        with patch(f"{AUTH_MODULE}.load_cli_token", return_value=stale):
+            result = CliRunner().invoke(cli, argv[1:])
+
+        assert argv[0] == WINDOWS_LITE_EXE
+        assert "Not authenticated for this server" in result.output
+
 
 class TestConflictingOwnersOfTheSettingsFile:
     """Both `lite up` and `lite autoroute up` restore a backup when they stop.
diff --git a/tests/test_litellm/proxy/client/cli/test_up_commands.py b/tests/test_litellm/proxy/client/cli/test_up_commands.py
index 053c90c36b4..aead1764b0e 100644
--- a/tests/test_litellm/proxy/client/cli/test_up_commands.py
+++ b/tests/test_litellm/proxy/client/cli/test_up_commands.py
@@ -56,8 +56,14 @@ class TestMergeClaudeSettings:
         merged = merge_claude_settings(settings, "http://localhost:4000/", "new-helper")
         assert merged["env"]["ANTHROPIC_BASE_URL"] == "http://localhost:4000"
         assert merged["env"]["ENABLE_TOOL_SEARCH"] == "true"
+        assert merged["env"]["CLAUDE_CODE_ENABLE_GATEWAY_MODEL_DISCOVERY"] == "1"
         assert merged["apiKeyHelper"] == "new-helper"
 
+    def test_preserves_existing_gateway_model_discovery(self):
+        settings = {"env": {"CLAUDE_CODE_ENABLE_GATEWAY_MODEL_DISCOVERY": "0"}}
+        merged = merge_claude_settings(settings, "http://localhost:4000", "helper")
+        assert merged["env"]["CLAUDE_CODE_ENABLE_GATEWAY_MODEL_DISCOVERY"] == "0"
+
     def test_preserves_existing_tool_search(self):
         settings = {"env": {"ENABLE_TOOL_SEARCH": "false"}}
         merged = merge_claude_settings(settings, "http://localhost:4000", "helper")
@@ -73,6 +79,7 @@ class TestMergeClaudeSettings:
         assert merged["env"] == {
             "ANTHROPIC_BASE_URL": "http://localhost:4000",
             "ENABLE_TOOL_SEARCH": "true",
+            "CLAUDE_CODE_ENABLE_GATEWAY_MODEL_DISCOVERY": "1",
         }
         assert merged["apiKeyHelper"] == "helper"
 
@@ -225,6 +232,32 @@ class TestResolveApiKeyHelper:
         with pytest.raises(ClaudeSettingsError, match="Could not find `lite`"):
             resolve_api_key_helper("http://localhost:4000")
 
+    def test_windows_quotes_for_cmd_exe_instead_of_posix_sh(self, monkeypatch):
+        """cmd.exe takes a single quote literally, so a POSIX-quoted backslashed path is unrunnable."""
+        lite_exe = "C:\\Users\\u\\AppData\\Local\\Programs\\Python\\Python313\\Scripts\\lite.EXE"
+        monkeypatch.setattr(shutil, "which", lambda name: lite_exe)
+
+        helper = resolve_api_key_helper("https://gateway.example.com", platform="win32")
+
+        assert helper == f'"{lite_exe}" "--base-url" "https://gateway.example.com" "auth" "print-token"'
+
+    def test_windows_keeps_a_spaced_path_and_a_metacharacter_url_as_single_tokens(self, monkeypatch):
+        monkeypatch.setattr(shutil, "which", lambda name: "C:\\Program Files\\LiteLLM\\lite.EXE")
+
+        helper = resolve_api_key_helper("https://gateway.example.com/?a=1&b=2", platform="win32")
+
+        assert helper == (
+            '"C:\\Program Files\\LiteLLM\\lite.EXE" "--base-url" "https://gateway.example.com/?a=1&b=2" '
+            '"auth" "print-token"'
+        )
+
+    def test_non_windows_platforms_keep_posix_quoting(self, monkeypatch):
+        monkeypatch.setattr(shutil, "which", lambda name: "/usr/local/bin/lite")
+
+        helper = resolve_api_key_helper("http://example.com/path; rm -rf /", platform="darwin")
+
+        assert helper == "/usr/local/bin/lite --base-url 'http://example.com/path; rm -rf /' auth print-token"
+
 
 def _make_ctx(base_url):
     return click.Context(click.Command("test"), obj={"base_url": base_url})
diff --git a/tests/test_litellm/proxy/credential_endpoints/test_endpoints.py b/tests/test_litellm/proxy/credential_endpoints/test_endpoints.py
index dcd8e6881bd..d67a9afdcc8 100644
--- a/tests/test_litellm/proxy/credential_endpoints/test_endpoints.py
+++ b/tests/test_litellm/proxy/credential_endpoints/test_endpoints.py
@@ -6,6 +6,7 @@ import pytest
 from fastapi.testclient import TestClient
 
 
+import litellm
 from litellm.proxy._types import UserAPIKeyAuth
 from litellm.proxy.auth.user_api_key_auth import user_api_key_auth
 from litellm.proxy.proxy_server import app
@@ -18,16 +19,12 @@ def _as_admin():
     return UserAPIKeyAuth(api_key="test-key", user_role="proxy_admin")
 
 
-def _patch_credential(name: str, body: dict):
+def _call_as_admin(method: str, path: str, json_body: dict | None = None):
     missing = object()
     previous_override = app.dependency_overrides.get(user_api_key_auth, missing)
     app.dependency_overrides[user_api_key_auth] = _as_admin
     try:
-        return client.patch(
-            f"/credentials/{name}",
-            json=body,
-            headers={"Authorization": "Bearer test-key"},
-        )
+        return client.request(method, path, json=json_body, headers={"Authorization": "Bearer test-key"})
     finally:
         if previous_override is missing:
             app.dependency_overrides.pop(user_api_key_auth, None)
@@ -35,37 +32,69 @@ def _patch_credential(name: str, body: dict):
             app.dependency_overrides[user_api_key_auth] = previous_override
 
 
-def test_update_credential_answers_404_when_the_credential_does_not_exist():
+def _patch_credential(name: str, body: dict):
+    return _call_as_admin("PATCH", f"/credentials/{name}", body)
+
+
+def _delete_credential(name: str):
+    return _call_as_admin("DELETE", f"/credentials/{name}")
+
+
+def _list_credentials():
+    return _call_as_admin("GET", "/credentials")
+
+
+@pytest.fixture
+def credential_store():
+    """Stands the credential store up for one test: whether the database is reachable, what
+    the proxy is already serving from memory, and what each repository call hands back."""
+
+    def install(
+        *,
+        connected: bool = True,
+        in_memory: tuple[object, ...] = (),
+        **repository_calls: AsyncMock,
+    ) -> None:
+        patch("litellm.proxy.proxy_server.prisma_client", MagicMock() if connected else None).start()
+        patch("litellm.proxy.proxy_server.master_key", "sk-test-master").start()
+        patch.object(litellm, "credential_list", list(in_memory)).start()
+        repository = patch("litellm.proxy.credential_endpoints.endpoints.CredentialsRepository").start()
+        for call_name, result in repository_calls.items():
+            setattr(repository.return_value, call_name, result)
+
+    yield install
+    patch.stopall()
+
+
+def test_update_credential_answers_404_when_the_credential_does_not_exist(credential_store):
     """Regression: the handler used to ``return handle_exception_on_proxy(e)``, which makes
     the exception the response body and lets FastAPI answer 200, so a write the handler
     rejected read as a success to every caller that checks the status. The dashboard's API
     client branches on the status, so it reported a failed edit as applied."""
-    with patch("litellm.proxy.proxy_server.prisma_client", MagicMock()), patch(
-        "litellm.proxy.credential_endpoints.endpoints.CredentialsRepository"
-    ) as repository:
-        repository.return_value.find_by_name = AsyncMock(return_value=None)
+    credential_store(find_by_name=AsyncMock(return_value=None))
 
-        response = _patch_credential(
-            "definitely-not-there",
-            {"credential_name": "definitely-not-there", "credential_values": {"api_key": "sk-x"}, "credential_info": {}},
-        )
+    response = _patch_credential(
+        "definitely-not-there",
+        {"credential_name": "definitely-not-there", "credential_values": {"api_key": "sk-x"}, "credential_info": {}},
+    )
 
     assert response.status_code == 404, f"rejected write answered {response.status_code}: {response.text}"
     assert "error" in response.json()
 
 
-def test_update_credential_answers_500_when_the_database_is_not_connected():
+def test_update_credential_answers_500_when_the_database_is_not_connected(credential_store):
     """The other rejection this handler raises must carry its own status too."""
-    with patch("litellm.proxy.proxy_server.prisma_client", None):
-        response = _patch_credential(
-            "any-name",
-            {"credential_name": "any-name", "credential_values": {"api_key": "sk-x"}, "credential_info": {}},
-        )
+    credential_store(connected=False)
+
+    response = _patch_credential(
+        "any-name",
+        {"credential_name": "any-name", "credential_values": {"api_key": "sk-x"}, "credential_info": {}},
+    )
 
     assert response.status_code == 500, f"rejected write answered {response.status_code}: {response.text}"
 
 
-def test_update_credential_still_answers_200_on_a_successful_write():
+def test_update_credential_still_answers_200_on_a_successful_write(credential_store):
     """The fix must not turn a legitimate update into an error; the dashboard and the
     Playwright credentials spec both assert the success path."""
     stored = CredentialItem(
@@ -73,16 +102,96 @@ def test_update_credential_still_answers_200_on_a_successful_write():
         credential_values={"api_key": "sk-old"},
         credential_info={"custom_llm_provider": "openai"},
     )
-    with patch("litellm.proxy.proxy_server.prisma_client", MagicMock()), patch(
-        "litellm.proxy.proxy_server.master_key", "sk-test-master"
-    ), patch("litellm.proxy.credential_endpoints.endpoints.CredentialsRepository") as repository:
-        repository.return_value.find_by_name = AsyncMock(return_value=stored)
-        repository.return_value.update_by_name = AsyncMock(return_value=None)
+    credential_store(find_by_name=AsyncMock(return_value=stored), update_by_name=AsyncMock(return_value=None))
 
-        response = _patch_credential(
-            "existing",
-            {"credential_name": "existing", "credential_values": {"api_key": "sk-new"}, "credential_info": {}},
-        )
+    response = _patch_credential(
+        "existing",
+        {"credential_name": "existing", "credential_values": {"api_key": "sk-new"}, "credential_info": {}},
+    )
 
     assert response.status_code == 200, response.text
     assert response.json()["success"] is True
+
+
+def test_delete_credential_answers_404_when_the_credential_does_not_exist(credential_store):
+    """Regression: prisma's ``delete`` hands back None when the ``where`` clause matched no row
+    instead of raising, and the handler never looked. Deleting a name that was never stored
+    answered 200 "Credential deleted successfully", so an operator scripting cleanup could not
+    tell a real deletion from a typo."""
+    credential_store(delete_by_name=AsyncMock(return_value=None))
+
+    response = _delete_credential("definitely-not-there")
+
+    assert response.status_code == 404, f"delete of a missing credential answered {response.status_code}: {response.text}"
+    assert "definitely-not-there" in response.text
+
+
+def test_delete_credential_still_answers_200_and_drops_the_credential_from_memory(credential_store):
+    """The fix must not turn a real deletion into an error, and the deleted credential must
+    stop being served from the in-memory list the proxy routes on."""
+    stored = CredentialItem(
+        credential_name="doomed",
+        credential_values={"api_key": "sk-old"},
+        credential_info={"custom_llm_provider": "openai"},
+    )
+    survivor = CredentialItem(
+        credential_name="keeper",
+        credential_values={"api_key": "sk-keep"},
+        credential_info={},
+    )
+    credential_store(in_memory=(stored, survivor), delete_by_name=AsyncMock(return_value=MagicMock()))
+
+    response = _delete_credential("doomed")
+
+    assert response.status_code == 200, response.text
+    assert response.json()["success"] is True
+    assert [credential.credential_name for credential in litellm.credential_list] == ["keeper"]
+
+
+def test_delete_credential_leaves_a_credential_that_only_exists_in_memory_in_place(credential_store):
+    """A credential declared in the config yaml is never written to the table, so the delete
+    matches no row. Reporting success would be the same lie: it comes straight back on the next
+    proxy boot. ``PATCH /credentials/{name}`` already answers 404 for that credential."""
+    config_only = CredentialItem(
+        credential_name="from-config-yaml",
+        credential_values={"api_key": "sk-config"},
+        credential_info={},
+    )
+    credential_store(in_memory=(config_only,), delete_by_name=AsyncMock(return_value=None))
+
+    response = _delete_credential("from-config-yaml")
+
+    assert response.status_code == 404, response.text
+    assert [credential.credential_name for credential in litellm.credential_list] == ["from-config-yaml"]
+
+
+def test_delete_credential_answers_500_when_the_database_is_not_connected(credential_store):
+    """The handler used to ``return handle_exception_on_proxy(e)``, which makes the exception the
+    response body and lets FastAPI answer 200. A DB-less proxy answered its own 500 as a success."""
+    credential_store(connected=False)
+
+    response = _delete_credential("any-name")
+
+    assert response.status_code == 500, f"rejected delete answered {response.status_code}: {response.text}"
+
+
+class _CredentialThatCannotBeMasked:
+    """Stands in for anything that fails while ``GET /credentials`` builds its response."""
+
+    credential_name = "unreadable"
+    credential_info: dict = {}
+
+    @property
+    def credential_values(self):
+        raise RuntimeError("credential store unreadable")
+
+
+def test_get_credentials_answers_an_error_status_when_the_listing_fails(credential_store):
+    """Same ``return`` instead of ``raise`` on the list route: a failed listing was serialized as
+    a 200 whose body happened to be an error, so a caller reading the status saw an empty success."""
+    credential_store(in_memory=(_CredentialThatCannotBeMasked(),))
+
+    response = _list_credentials()
+
+    assert response.status_code == 500, f"failed listing answered {response.status_code}: {response.text}"
+    assert response.json().get("success") is not True
diff --git a/tests/test_litellm/proxy/db/test_db_url_settings.py b/tests/test_litellm/proxy/db/test_db_url_settings.py
index 2552e52fb77..db524625a93 100644
--- a/tests/test_litellm/proxy/db/test_db_url_settings.py
+++ b/tests/test_litellm/proxy/db/test_db_url_settings.py
@@ -739,3 +739,85 @@ def test_unsupported_db_scheme_message_names_var_and_scheme():
     assert "DIRECT_URL" in msg
     assert "sqlite" in msg
     assert "postgresql://" in msg
+
+
+def _query(url: str) -> dict[str, list[str]]:
+    return urllib.parse.parse_qs(urllib.parse.urlsplit(url).query, keep_blank_values=True)
+
+
+def test_libpq_verify_full_and_sslrootcert_become_prisma_strict_sslcert(monkeypatch):
+    """Prisma drops ``sslrootcert`` and treats ``verify-full`` as ``prefer``, so a
+    libpq-style URL (the form the RDS docs give) connects with no certificate
+    check. The URL Prisma actually receives must carry its own strict dialect."""
+    monkeypatch.setenv(
+        "DATABASE_URL",
+        "postgresql://u:p@db.example.com:5432/litellm_db?sslmode=verify-full&sslrootcert=/certs/rds-bundle.pem",
+    )
+
+    assert _apply() is False
+
+    assert _query(os.environ["DATABASE_URL"]) == {
+        "sslmode": ["require"],
+        "sslcert": ["/certs/rds-bundle.pem"],
+        "sslaccept": ["strict"],
+    }
+
+
+def test_libpq_verify_ca_becomes_prisma_strict(monkeypatch):
+    monkeypatch.setenv("DATABASE_URL", "postgresql://u:p@db.example.com:5432/litellm_db?sslmode=verify-ca")
+
+    _apply()
+
+    assert _query(os.environ["DATABASE_URL"]) == {"sslmode": ["require"], "sslaccept": ["strict"]}
+
+
+def test_sslrootcert_alone_turns_on_strict_verification(monkeypatch):
+    """libpq verifies the chain whenever a root cert is supplied under
+    ``sslmode=require``; Prisma needs ``sslaccept=strict`` to do the same."""
+    monkeypatch.setenv(
+        "DATABASE_URL", "postgresql://u:p@db.example.com:5432/litellm_db?sslmode=require&sslrootcert=/certs/ca.pem"
+    )
+
+    _apply()
+
+    assert _query(os.environ["DATABASE_URL"]) == {
+        "sslmode": ["require"],
+        "sslcert": ["/certs/ca.pem"],
+        "sslaccept": ["strict"],
+    }
+
+
+def test_pinned_prisma_ssl_params_win_over_libpq_translation(monkeypatch):
+    monkeypatch.setenv(
+        "DATABASE_URL",
+        "postgresql://u:p@db.example.com:5432/litellm_db"
+        "?sslmode=verify-full&sslrootcert=/ignored.pem&sslcert=/pinned.pem&sslaccept=accept_invalid_certs",
+    )
+
+    _apply()
+
+    assert _query(os.environ["DATABASE_URL"]) == {
+        "sslmode": ["require"],
+        "sslcert": ["/pinned.pem"],
+        "sslaccept": ["accept_invalid_certs"],
+    }
+
+
+def test_prisma_native_ssl_url_is_left_untouched(monkeypatch):
+    url = "postgresql://u:p@db.example.com:5432/litellm_db?sslmode=require&sslcert=/certs/ca.pem&sslaccept=strict"
+    monkeypatch.setenv("DATABASE_URL", url)
+
+    _apply()
+
+    assert os.environ["DATABASE_URL"] == url
+
+
+def test_libpq_ssl_translation_covers_direct_url_and_read_replica(monkeypatch):
+    monkeypatch.setenv("DATABASE_URL", "postgresql://u:p@writer.example.com:5432/db?sslmode=verify-full")
+    monkeypatch.setenv("DIRECT_URL", "postgresql://u:p@direct.example.com:5432/db?sslmode=verify-full")
+    monkeypatch.setenv("DATABASE_URL_READ_REPLICA", "postgresql://u:p@reader.example.com:5432/db?sslmode=verify-full")
+
+    _apply()
+
+    for env_var in ("DATABASE_URL", "DIRECT_URL", "DATABASE_URL_READ_REPLICA"):
+        assert _query(os.environ[env_var]) == {"sslmode": ["require"], "sslaccept": ["strict"]}, env_var
diff --git a/tests/test_litellm/proxy/db/test_exception_handler.py b/tests/test_litellm/proxy/db/test_exception_handler.py
index d80e3acb4b8..c685d778c0e 100644
--- a/tests/test_litellm/proxy/db/test_exception_handler.py
+++ b/tests/test_litellm/proxy/db/test_exception_handler.py
@@ -1,12 +1,14 @@
 import asyncio
 import json
 import sys
+from typing import Final
 from unittest.mock import MagicMock, patch
 
 import httpx
 import pytest
 from fastapi import HTTPException, Request
 from prisma import errors as prisma_errors
+from prisma.engine.errors import BinaryNotFoundError, EngineConnectionError
 from prisma.errors import (
     ClientNotConnectedError,
     DataError,
@@ -317,6 +319,43 @@ def test_is_database_service_unavailable_error_in_chain_sees_through_wrapping():
     assert PrismaDBExceptionHandler.is_database_service_unavailable_error_in_chain(ValueError("nope")) is False
 
 
+def test_find_database_service_unavailable_error_in_chain_returns_the_wrapped_outage_itself():
+    """Wording a 503 by the kind of outage needs the wrapped database error, not the ValueError
+    get_user_object wrapped it in, so the finder must hand back the inner exception."""
+    outage = _wrapped_like_get_user_object(ConnectionError("can't reach database server"))
+    found = PrismaDBExceptionHandler.find_database_service_unavailable_error_in_chain(outage)
+    assert isinstance(found, ConnectionError)
+    assert found is outage.__context__
+    missing_user = _wrapped_like_get_user_object(Exception())
+    assert PrismaDBExceptionHandler.find_database_service_unavailable_error_in_chain(missing_user) is None
+
+
+def _raised_while_handling(inner, outer):
+    try:
+        raise inner
+    except BaseException:
+        try:
+            raise outer
+        except BaseException as surfaced:
+            return surfaced
+
+
+def test_permanent_fault_outranks_the_transient_error_that_surfaced_it():
+    """A reconnect that dies on a missing engine binary raises the transport error last, with the
+    BinaryNotFoundError left as __context__. The binary is what keeps the database down, so both the
+    finder and the 503 wording must pick it over the outer transient error, whichever way they nest."""
+    permanent = BinaryNotFoundError("query engine binary not found")
+    transient_over_permanent = _raised_while_handling(permanent, httpx.ConnectError("connection refused"))
+    permanent_over_transient = _raised_while_handling(httpx.ConnectError("connection refused"), permanent)
+
+    for chain in (transient_over_permanent, permanent_over_transient):
+        assert PrismaDBExceptionHandler.find_database_service_unavailable_error_in_chain(chain) is permanent
+        message = PrismaDBExceptionHandler.database_unavailable_message(chain)
+        assert "BinaryNotFoundError" in message
+        assert "will not clear by retrying" in message
+        assert "temporarily unreachable" not in message
+
+
 def test_is_database_service_unavailable_error_in_chain_terminates_on_a_cause_cycle():
     """The walk must terminate on a pathological __cause__ cycle rather than hang. Neither link is an
     outage, so the bounded walk returns False instead of looping forever."""
@@ -508,6 +547,51 @@ def test_permanent_prisma_faults_are_still_reported_as_service_problems(prisma_e
     assert PrismaDBExceptionHandler.is_database_service_unavailable_error(prisma_error) is True
 
 
+RECONNECTABLE_CLIENT_STATE_FAULTS = (prisma_errors.ClientNotConnectedError, prisma_errors.HTTPClientClosedError)
+
+
+@pytest.mark.parametrize("prisma_error", PERMANENT_PRISMA_FAULTS)
+def test_permanent_prisma_faults_are_worded_as_not_retryable(prisma_error):
+    """A 503 for a fault that never heals must not tell the operator to wait.
+
+    The status stays 503 (the service is at fault), but the message has to say
+    the outage is not transient and name the engine fault, or an operator
+    watching a version-skewed engine keeps retrying a request that can never
+    succeed. The two client-state faults a reconnect can repair keep the retry
+    wording."""
+    reconnectable = isinstance(prisma_error, RECONNECTABLE_CLIENT_STATE_FAULTS)
+    message = PrismaDBExceptionHandler.database_unavailable_message(prisma_error)
+
+    assert PrismaDBExceptionHandler.is_permanent_database_fault(prisma_error) is (not reconnectable)
+    assert message.startswith("Service Unavailable")
+    assert ("temporarily unreachable" in message) is reconnectable
+    assert ("Please retry shortly" in message) is reconnectable
+    assert ("will not clear by retrying" in message) is (not reconnectable)
+    assert (type(prisma_error).__name__ in message) is (not reconnectable)
+
+
+@pytest.mark.parametrize(
+    "transient_error",
+    [
+        pytest.param(httpx.ConnectError("All connection attempts failed"), id="ConnectError"),
+        pytest.param(ConnectionError("connection refused"), id="ConnectionError"),
+        pytest.param(EngineConnectionError(), id="EngineConnectionError"),
+        pytest.param(prisma_errors.PrismaError("can't reach database server"), id="P1001_text"),
+        pytest.param(
+            ProxyException(message="no db", type=ProxyErrorTypes.no_db_connection, param=None, code=503),
+            id="ProxyException",
+        ),
+    ],
+)
+def test_transient_outages_keep_the_retry_wording(transient_error):
+    """A genuine outage is expected to come back, so the retry guidance is the
+    right message and must not be replaced by the permanent-fault text."""
+    assert PrismaDBExceptionHandler.is_permanent_database_fault(transient_error) is False
+    assert PrismaDBExceptionHandler.database_unavailable_message(transient_error) == (
+        "Service Unavailable, the authentication database is temporarily unreachable. Please retry shortly."
+    )
+
+
 @pytest.mark.parametrize(
     "transient_error",
     [
@@ -579,3 +663,40 @@ def test_is_deadlock_error_matches_postgres_deadlock(error):
 def test_is_deadlock_error_excludes_non_deadlocks(error):
     """Non-deadlock prisma errors, connectivity failures, and non-prisma exceptions are not treated as deadlocks."""
     assert PrismaDBExceptionHandler.is_deadlock_error(error) is False
+
+
+MOCKED_PRISMA_PREDICATES: Final = (
+    PrismaDBExceptionHandler.is_database_infrastructure_error,
+    PrismaDBExceptionHandler.is_database_transport_error,
+    PrismaDBExceptionHandler.is_deadlock_error,
+    PrismaDBExceptionHandler.is_prisma_engine_internal_error,
+    PrismaDBExceptionHandler.is_database_service_unavailable_error,
+)
+
+
+@pytest.mark.parametrize("predicate", MOCKED_PRISMA_PREDICATES, ids=lambda p: p.__name__)
+def test_predicates_answer_false_for_a_plain_exception_when_prisma_is_mocked(predicate):
+    """Suites that swap ``sys.modules["prisma"]`` for a ``MagicMock`` hand the
+    predicates mocks in place of prisma's error classes. ``isinstance`` against
+    a mock raises ``TypeError``; the predicate must instead answer for the
+    non-prisma checks it still has."""
+    with patch.dict(sys.modules, {"prisma": MagicMock()}):
+        assert predicate(Exception("db connection dropped")) is False
+
+
+def test_infrastructure_error_still_recognizes_transport_errors_when_prisma_is_mocked():
+    """Skipping the prisma classes must not skip the checks that do not need them."""
+    with patch.dict(sys.modules, {"prisma": MagicMock()}):
+        no_db: Final = ProxyException(message="no db", type=ProxyErrorTypes.no_db_connection, param=None, code=503)
+        assert PrismaDBExceptionHandler.is_database_infrastructure_error(httpx.ConnectError("refused")) is True
+        assert PrismaDBExceptionHandler.is_database_infrastructure_error(no_db) is True
+
+
+def test_connection_error_answers_when_prisma_is_mocked_after_import():
+    """``prisma.engine`` is already loaded in a real process, so a mock parent
+    still resolves ``prisma.engine.errors``; its classes are then mocks too."""
+    import prisma.engine.errors  # noqa: F401
+
+    with patch.dict(sys.modules, {"prisma": MagicMock()}):
+        assert PrismaDBExceptionHandler.is_database_connection_error(Exception("x")) is False
+        assert PrismaDBExceptionHandler.is_database_connection_error(httpx.ConnectError("refused")) is True
diff --git a/tests/test_litellm/proxy/discovery_endpoints/test_ui_discovery_endpoints.py b/tests/test_litellm/proxy/discovery_endpoints/test_ui_discovery_endpoints.py
index f4da8c941a4..c3f7b0100d8 100644
--- a/tests/test_litellm/proxy/discovery_endpoints/test_ui_discovery_endpoints.py
+++ b/tests/test_litellm/proxy/discovery_endpoints/test_ui_discovery_endpoints.py
@@ -18,7 +18,7 @@ def test_ui_discovery_endpoints_with_defaults():
     with (
         patch("litellm.proxy.utils.get_server_root_path", return_value="/"),
         patch("litellm.proxy.utils.get_proxy_base_url", return_value=None),
-        patch("litellm.proxy.auth.auth_utils._has_user_setup_sso", return_value=False),
+        patch("litellm.proxy.auth.auth_utils.has_user_setup_sso", return_value=False),
         patch.dict(os.environ, {"DISABLE_ADMIN_UI": "false"}, clear=False),
     ):
 
@@ -41,7 +41,7 @@ def test_ui_discovery_endpoints_with_custom_server_root_path():
     with (
         patch("litellm.proxy.utils.get_server_root_path", return_value="/litellm"),
         patch("litellm.proxy.utils.get_proxy_base_url", return_value=None),
-        patch("litellm.proxy.auth.auth_utils._has_user_setup_sso", return_value=False),
+        patch("litellm.proxy.auth.auth_utils.has_user_setup_sso", return_value=False),
         patch.dict(os.environ, {"DISABLE_ADMIN_UI": "false"}, clear=False),
     ):
 
@@ -66,7 +66,7 @@ def test_ui_discovery_endpoints_with_proxy_base_url_when_set():
             "litellm.proxy.utils.get_proxy_base_url",
             return_value="https://proxy.example.com",
         ),
-        patch("litellm.proxy.auth.auth_utils._has_user_setup_sso", return_value=False),
+        patch("litellm.proxy.auth.auth_utils.has_user_setup_sso", return_value=False),
         patch.dict(os.environ, {"DISABLE_ADMIN_UI": "false"}, clear=False),
     ):
 
@@ -91,7 +91,7 @@ def test_ui_discovery_endpoints_with_sso_configured_and_auto_redirect_enabled():
             "litellm.proxy.utils.get_proxy_base_url",
             return_value="https://proxy.example.com",
         ),
-        patch("litellm.proxy.auth.auth_utils._has_user_setup_sso", return_value=True),
+        patch("litellm.proxy.auth.auth_utils.has_user_setup_sso", return_value=True),
         patch.dict(
             os.environ,
             {"AUTO_REDIRECT_UI_LOGIN_TO_SSO": "true", "DISABLE_ADMIN_UI": "false"},
@@ -121,7 +121,7 @@ def test_ui_discovery_endpoints_with_sso_configured_and_auto_redirect_not_set_de
             "litellm.proxy.utils.get_proxy_base_url",
             return_value="https://proxy.example.com",
         ),
-        patch("litellm.proxy.auth.auth_utils._has_user_setup_sso", return_value=True),
+        patch("litellm.proxy.auth.auth_utils.has_user_setup_sso", return_value=True),
         patch.dict(os.environ, {"DISABLE_ADMIN_UI": "false"}, clear=False),
     ):
         # Ensure AUTO_REDIRECT_UI_LOGIN_TO_SSO is not set (simulate default)
@@ -148,7 +148,7 @@ def test_ui_discovery_endpoints_with_sso_configured_but_auto_redirect_disabled()
             "litellm.proxy.utils.get_proxy_base_url",
             return_value="https://proxy.example.com",
         ),
-        patch("litellm.proxy.auth.auth_utils._has_user_setup_sso", return_value=True),
+        patch("litellm.proxy.auth.auth_utils.has_user_setup_sso", return_value=True),
         patch.dict(
             os.environ,
             {"AUTO_REDIRECT_UI_LOGIN_TO_SSO": "false", "DISABLE_ADMIN_UI": "false"},
@@ -174,7 +174,7 @@ def test_ui_discovery_endpoints_with_sso_not_configured_but_auto_redirect_enable
     with (
         patch("litellm.proxy.utils.get_server_root_path", return_value="/"),
         patch("litellm.proxy.utils.get_proxy_base_url", return_value=None),
-        patch("litellm.proxy.auth.auth_utils._has_user_setup_sso", return_value=False),
+        patch("litellm.proxy.auth.auth_utils.has_user_setup_sso", return_value=False),
         patch.dict(
             os.environ,
             {"AUTO_REDIRECT_UI_LOGIN_TO_SSO": "true", "DISABLE_ADMIN_UI": "false"},
@@ -203,7 +203,7 @@ def test_ui_discovery_endpoints_both_routes_return_same_data():
             "litellm.proxy.utils.get_proxy_base_url",
             return_value="https://proxy.example.com",
         ),
-        patch("litellm.proxy.auth.auth_utils._has_user_setup_sso", return_value=True),
+        patch("litellm.proxy.auth.auth_utils.has_user_setup_sso", return_value=True),
         patch.dict(
             os.environ,
             {"AUTO_REDIRECT_UI_LOGIN_TO_SSO": "true", "DISABLE_ADMIN_UI": "false"},
@@ -228,7 +228,7 @@ def test_ui_discovery_endpoints_with_auto_redirect_via_general_settings():
     with (
         patch("litellm.proxy.utils.get_server_root_path", return_value="/"),
         patch("litellm.proxy.utils.get_proxy_base_url", return_value=None),
-        patch("litellm.proxy.auth.auth_utils._has_user_setup_sso", return_value=True),
+        patch("litellm.proxy.auth.auth_utils.has_user_setup_sso", return_value=True),
         patch(
             "litellm.proxy.proxy_server.general_settings",
             {"auto_redirect_ui_login_to_sso": True},
@@ -254,7 +254,7 @@ def test_ui_discovery_endpoints_with_auto_redirect_env_var_overrides_general_set
     with (
         patch("litellm.proxy.utils.get_server_root_path", return_value="/"),
         patch("litellm.proxy.utils.get_proxy_base_url", return_value=None),
-        patch("litellm.proxy.auth.auth_utils._has_user_setup_sso", return_value=True),
+        patch("litellm.proxy.auth.auth_utils.has_user_setup_sso", return_value=True),
         patch(
             "litellm.proxy.proxy_server.general_settings",
             {"auto_redirect_ui_login_to_sso": False},
@@ -281,7 +281,7 @@ def test_ui_discovery_endpoints_with_admin_ui_disabled():
     with (
         patch("litellm.proxy.utils.get_server_root_path", return_value="/"),
         patch("litellm.proxy.utils.get_proxy_base_url", return_value=None),
-        patch("litellm.proxy.auth.auth_utils._has_user_setup_sso", return_value=False),
+        patch("litellm.proxy.auth.auth_utils.has_user_setup_sso", return_value=False),
         patch.dict(os.environ, {"DISABLE_ADMIN_UI": "true"}, clear=False),
     ):
 
@@ -311,7 +311,7 @@ def test_ui_discovery_endpoints_is_control_plane_true_when_workers_configured():
     with (
         patch("litellm.proxy.utils.get_server_root_path", return_value="/"),
         patch("litellm.proxy.utils.get_proxy_base_url", return_value=None),
-        patch("litellm.proxy.auth.auth_utils._has_user_setup_sso", return_value=False),
+        patch("litellm.proxy.auth.auth_utils.has_user_setup_sso", return_value=False),
         patch("litellm.proxy.proxy_server.proxy_config", mock_config),
         patch.dict(os.environ, {"DISABLE_ADMIN_UI": "false"}, clear=False),
     ):
@@ -336,7 +336,7 @@ def test_ui_discovery_endpoints_hide_default_credentials_hint_default_false():
     with (
         patch("litellm.proxy.utils.get_server_root_path", return_value="/"),
         patch("litellm.proxy.utils.get_proxy_base_url", return_value=None),
-        patch("litellm.proxy.auth.auth_utils._has_user_setup_sso", return_value=False),
+        patch("litellm.proxy.auth.auth_utils.has_user_setup_sso", return_value=False),
         patch.dict(os.environ, {"DISABLE_ADMIN_UI": "false"}, clear=False),
     ):
         os.environ.pop("LITELLM_HIDE_DEFAULT_CREDENTIALS_HINT", None)
@@ -357,7 +357,7 @@ def test_ui_discovery_endpoints_hide_default_credentials_hint_via_env_var():
     with (
         patch("litellm.proxy.utils.get_server_root_path", return_value="/"),
         patch("litellm.proxy.utils.get_proxy_base_url", return_value=None),
-        patch("litellm.proxy.auth.auth_utils._has_user_setup_sso", return_value=False),
+        patch("litellm.proxy.auth.auth_utils.has_user_setup_sso", return_value=False),
         patch.dict(
             os.environ,
             {
@@ -384,7 +384,7 @@ def test_ui_discovery_endpoints_hide_default_credentials_hint_via_general_settin
     with (
         patch("litellm.proxy.utils.get_server_root_path", return_value="/"),
         patch("litellm.proxy.utils.get_proxy_base_url", return_value=None),
-        patch("litellm.proxy.auth.auth_utils._has_user_setup_sso", return_value=False),
+        patch("litellm.proxy.auth.auth_utils.has_user_setup_sso", return_value=False),
         patch(
             "litellm.proxy.proxy_server.general_settings",
             {"hide_default_credentials_hint": True},
@@ -411,7 +411,7 @@ def test_ui_discovery_endpoints_is_control_plane_false_when_no_workers():
     with (
         patch("litellm.proxy.utils.get_server_root_path", return_value="/"),
         patch("litellm.proxy.utils.get_proxy_base_url", return_value=None),
-        patch("litellm.proxy.auth.auth_utils._has_user_setup_sso", return_value=False),
+        patch("litellm.proxy.auth.auth_utils.has_user_setup_sso", return_value=False),
         patch("litellm.proxy.proxy_server.proxy_config", mock_config),
         patch.dict(os.environ, {"DISABLE_ADMIN_UI": "false"}, clear=False),
     ):
diff --git a/tests/test_litellm/proxy/guardrails/guardrail_hooks/openai/test_openai_moderation_streaming.py b/tests/test_litellm/proxy/guardrails/guardrail_hooks/openai/test_openai_moderation_streaming.py
index 476d443d8d8..cb6772977ec 100644
--- a/tests/test_litellm/proxy/guardrails/guardrail_hooks/openai/test_openai_moderation_streaming.py
+++ b/tests/test_litellm/proxy/guardrails/guardrail_hooks/openai/test_openai_moderation_streaming.py
@@ -310,8 +310,8 @@ def _make_stream_chunk(content: str, finish_reason=None):
 @pytest.mark.asyncio
 async def test_openai_moderation_streaming_default_uses_sampled_cadence():
     """Default config samples every 5th streamed chunk and runs a final aggregate
-    pass after the stream ends. 10 chunks → sampled at chunks 5 and 10 → 2 in-stream
-    calls, plus 1 final = 3 total.
+    pass after the stream ends. 10 chunks are sampled at 5 and 10; the end-of-stream
+    round is skipped because chunk 10 already scanned the full text, for 2 total calls
     """
     import litellm
 
@@ -370,8 +370,9 @@ async def test_openai_moderation_streaming_default_uses_sampled_cadence():
             ):
                 pass
 
-        assert patched_make_request.await_count == 3, (
-            f"Expected 3 moderation calls (2 sampled at chunks 5 / 10 + 1 final), "
+        assert patched_make_request.await_count == 2, (
+            f"Expected 2 moderation calls (2 sampled at chunks 5 / 10; "
+            f"the end-of-stream round is skipped because chunk 10 already scanned the full text), "
             f"got {patched_make_request.await_count}"
         )
 
@@ -448,7 +449,8 @@ async def test_openai_moderation_streaming_end_of_stream_only_opt_in_calls_moder
 @pytest.mark.asyncio
 async def test_openai_moderation_streaming_sampled_when_end_of_stream_only_disabled():
     """With streaming_end_of_stream_only=False and streaming_sampling_rate=2,
-    moderation runs every 2nd chunk during the stream, plus once more at end.
+    moderation runs every 2nd chunk during the stream. The terminal chunk scan covers
+    the final aggregate, for 3 total calls
     """
     import litellm
 
@@ -509,9 +511,8 @@ async def test_openai_moderation_streaming_sampled_when_end_of_stream_only_disab
             ):
                 pass
 
-        # 6 chunks, sampling_rate=2 → in-stream calls at chunks 2, 4, 6 (3 calls),
-        # plus the final aggregate pass after the stream ends (1 call) = 4 total.
-        assert patched_make_request.await_count == 4, (
-            f"Expected 4 moderation calls (3 sampled + 1 final aggregate), "
+        assert patched_make_request.await_count == 3, (
+            f"Expected 3 moderation calls (3 sampled; the end-of-stream round is skipped "
+            f"because chunk 6 already scanned the full text), "
             f"got {patched_make_request.await_count}"
         )
diff --git a/tests/test_litellm/proxy/guardrails/guardrail_hooks/test_bedrock_guardrails.py b/tests/test_litellm/proxy/guardrails/guardrail_hooks/test_bedrock_guardrails.py
index bcda1b8b61d..953e3de1519 100644
--- a/tests/test_litellm/proxy/guardrails/guardrail_hooks/test_bedrock_guardrails.py
+++ b/tests/test_litellm/proxy/guardrails/guardrail_hooks/test_bedrock_guardrails.py
@@ -5524,7 +5524,9 @@ async def test_streaming_end_of_stream_block_emits_error_frame_instead_of_trunca
     """Regression for PR #38722: a topicPolicy DENY caught by the end-of-stream
     scan used to raise after SSE headers were flushed, so the client saw a
     silently truncated stream. The unified hook must emit the chat in-stream
-    error frame instead."""
+    error frame instead. The finish chunk is withheld while the end-of-stream
+    scan runs, so on a block it is dropped rather than relayed before the
+    frame."""
     from litellm.llms import load_guardrail_translation_mappings
     from litellm.proxy.guardrails.guardrail_hooks.unified_guardrail import (
         unified_guardrail as unified_module,
@@ -5582,8 +5584,9 @@ async def test_streaming_end_of_stream_block_emits_error_frame_instead_of_trunca
     finally:
         unified_module.endpoint_guardrail_translation_mappings = None
 
-    assert len(out) == 3
+    assert len(out) == 2
     assert isinstance(out[0], ModelResponseStream)
+    assert out[0].choices[0].finish_reason is None
     frame = out[-1]
     assert isinstance(frame, bytes)
     payload = json.loads(frame.decode()[len("data: ") :])
@@ -5592,6 +5595,156 @@ async def test_streaming_end_of_stream_block_emits_error_frame_instead_of_trunca
     assert payload["error"]["provider_specific_fields"]["guardrailIdentifier"] == "test-guardrail"
 
 
+def _responses_stream_events() -> list:
+    from litellm.types.llms.openai import (
+        OutputTextDeltaEvent,
+        ResponseCompletedEvent,
+        ResponsesAPIResponse,
+        ResponsesAPIStreamEvents,
+    )
+
+    deltas = [
+        OutputTextDeltaEvent(
+            type=ResponsesAPIStreamEvents.OUTPUT_TEXT_DELTA,
+            item_id="msg_lit6457",
+            output_index=0,
+            content_index=0,
+            delta=part,
+        )
+        for part in ("Hello", " world")
+    ]
+    completed = ResponseCompletedEvent(
+        type=ResponsesAPIStreamEvents.RESPONSE_COMPLETED,
+        response=ResponsesAPIResponse(
+            id="resp_lit6457",
+            created_at=1234567890,
+            model="gpt-4o",
+            object="response",
+            status="completed",
+            output=[
+                {
+                    "type": "message",
+                    "id": "msg_lit6457",
+                    "status": "completed",
+                    "role": "assistant",
+                    "content": [{"type": "output_text", "text": "Hello world"}],
+                }
+            ],
+        ),
+    )
+    return [*deltas, completed]
+
+
+@pytest.mark.asyncio
+async def test_responses_api_stream_scans_output_and_replays_buffered_events():
+    """Streamed /v1/responses events must be scanned via the unified translation
+    layer, not fed to stream_chunk_builder (which raises APIError on them)."""
+    guardrail = BedrockGuardrail(
+        guardrail_name="bedrock-responses-stream",
+        guardrailIdentifier="test-id",
+        guardrailVersion="DRAFT",
+        event_hook=GuardrailEventHooks.post_call,
+        default_on=True,
+    )
+    stream_events = _responses_stream_events()
+    order = []
+    yielded = []
+
+    async def record_scan(*args, **kwargs):
+        order.append("scan")
+        return {"action": "NONE", "assessments": [], "outputs": []}
+
+    async def mock_stream():
+        for event in stream_events:
+            yield event
+
+    with patch.object(guardrail, "make_bedrock_api_request", AsyncMock(side_effect=record_scan)):
+        async for chunk in guardrail.async_post_call_streaming_iterator_hook(
+            user_api_key_dict=UserAPIKeyAuth(api_key="test-key", request_route="/v1/responses"),
+            response=mock_stream(),
+            request_data={"model": "gpt-4o", "input": "hi"},
+        ):
+            order.append("chunk")
+            yielded.append(chunk)
+
+    assert order == ["scan", "chunk", "chunk", "chunk"]
+    assert len(yielded) == len(stream_events)
+    assert all(emitted is original for emitted, original in zip(yielded, stream_events))
+
+
+def _responses_failed_stream_events() -> list:
+    from litellm.types.llms.openai import (
+        OutputTextDeltaEvent,
+        ResponseFailedEvent,
+        ResponsesAPIResponse,
+        ResponsesAPIStreamEvents,
+    )
+
+    deltas = [
+        OutputTextDeltaEvent(
+            type=ResponsesAPIStreamEvents.OUTPUT_TEXT_DELTA,
+            item_id="msg_lit6457_failed",
+            output_index=0,
+            content_index=0,
+            delta=part,
+        )
+        for part in ("Hello", " world")
+    ]
+    failed = ResponseFailedEvent(
+        type=ResponsesAPIStreamEvents.RESPONSE_FAILED,
+        response=ResponsesAPIResponse(
+            id="resp_lit6457_failed",
+            created_at=1234567890,
+            model="gpt-4o",
+            object="response",
+            status="failed",
+            output=[],
+        ),
+    )
+    return [*deltas, failed]
+
+
+@pytest.mark.asyncio
+async def test_responses_api_failed_stream_scans_delta_text_before_replay():
+    """A responses stream that dies mid-generation carries its text only in delta
+    events; the end-of-stream scan must still see that text instead of skipping
+    on an empty assembled string and replaying the buffer unmoderated."""
+    guardrail = BedrockGuardrail(
+        guardrail_name="bedrock-responses-failed-stream",
+        guardrailIdentifier="test-id",
+        guardrailVersion="DRAFT",
+        event_hook=GuardrailEventHooks.post_call,
+        default_on=True,
+    )
+    stream_events = _responses_failed_stream_events()
+    order = []
+    scan_payloads = []
+    yielded = []
+
+    async def record_scan(*args, **kwargs):
+        order.append("scan")
+        scan_payloads.append(str(args) + str(kwargs))
+        return {"action": "NONE", "assessments": [], "outputs": []}
+
+    async def mock_stream():
+        for event in stream_events:
+            yield event
+
+    with patch.object(guardrail, "make_bedrock_api_request", AsyncMock(side_effect=record_scan)):
+        async for chunk in guardrail.async_post_call_streaming_iterator_hook(
+            user_api_key_dict=UserAPIKeyAuth(api_key="test-key", request_route="/v1/responses"),
+            response=mock_stream(),
+            request_data={"model": "gpt-4o", "input": "hi"},
+        ):
+            order.append("chunk")
+            yielded.append(chunk)
+
+    assert order == ["scan", "chunk", "chunk", "chunk"]
+    assert "Hello world" in scan_payloads[0]
+    assert len(yielded) == len(stream_events)
+    assert all(emitted is original for emitted, original in zip(yielded, stream_events))
+
+
 @pytest.mark.asyncio
 async def test_apply_guardrail_debug_log_masks_signed_request_headers():
     import logging
diff --git a/tests/test_litellm/proxy/guardrails/guardrail_hooks/test_crowdstrike_aidr.py b/tests/test_litellm/proxy/guardrails/guardrail_hooks/test_crowdstrike_aidr.py
index ec7854b9a35..a07157396df 100644
--- a/tests/test_litellm/proxy/guardrails/guardrail_hooks/test_crowdstrike_aidr.py
+++ b/tests/test_litellm/proxy/guardrails/guardrail_hooks/test_crowdstrike_aidr.py
@@ -3,7 +3,9 @@ from unittest.mock import patch
 import httpx
 import pytest
 from fastapi import HTTPException
+from pydantic import ValidationError
 
+import litellm
 from litellm.exceptions import Timeout
 from litellm.litellm_core_utils.core_helpers import get_or_create_metadata_bucket
 from litellm.proxy.guardrails.guardrail_hooks.crowdstrike_aidr import initialize_guardrail
@@ -12,8 +14,8 @@ from litellm.proxy.guardrails.guardrail_hooks.crowdstrike_aidr.crowdstrike_aidr
     CrowdStrikeAIDRHandler,
 )
 from litellm.proxy.guardrails.init_guardrails import init_guardrails_v2
-from litellm.types.guardrails import Guardrail, LitellmParams
-from litellm.types.utils import GenericGuardrailAPIInputs, ModelResponse
+from litellm.types.guardrails import Guardrail, GuardrailEventHooks, LitellmParams
+from litellm.types.utils import Delta, GenericGuardrailAPIInputs, ModelResponse, ModelResponseStream
 
 
 @pytest.fixture
@@ -1578,3 +1580,142 @@ async def test_unparseable_transformed_response_fails_closed_under_fail_open() -
 
     assert exc_info.value.status_code == 500
     assert "failing closed" in exc_info.value.detail["error"]
+
+
+def _initialize_from_config(**litellm_params_kwargs: object) -> CrowdStrikeAIDRHandler:
+    litellm_params = LitellmParams(
+        guardrail="crowdstrike_aidr",
+        api_key="pts_crowdstrike_tokenid",
+        api_base="https://api.crowdstrike.com/aidr/aiguard",
+        default_on=True,
+        **litellm_params_kwargs,
+    )
+    guardrail = Guardrail(guardrail_name="crowdstrike-aidr-guard", litellm_params=litellm_params)
+    return initialize_guardrail(litellm_params=litellm_params, guardrail=guardrail)
+
+
+@pytest.mark.parametrize(
+    ("mode", "runs_pre_call", "runs_post_call"),
+    [("post_call", False, True), ("pre_call", True, False), (["pre_call", "post_call"], True, True)],
+)
+def test_initialize_guardrail_honors_configured_mode(
+    mode: str | list[str], runs_pre_call: bool, runs_post_call: bool
+) -> None:
+    handler = _initialize_from_config(mode=mode)
+
+    assert handler.should_run_guardrail({}, GuardrailEventHooks.pre_call) is runs_pre_call
+    assert handler.should_run_guardrail({}, GuardrailEventHooks.post_call) is runs_post_call
+
+
+def test_initialize_guardrail_rejects_unsupported_mode_instead_of_running_other_hooks() -> None:
+    with pytest.raises(ValueError, match="during_call is not in the supported event hooks"):
+        _initialize_from_config(mode="during_call")
+
+
+def test_initialize_guardrail_defaults_streaming_params() -> None:
+    handler = _initialize_from_config(mode="post_call")
+
+    assert handler.streaming_end_of_stream_only is False
+    assert handler.streaming_sampling_rate == 5
+
+
+@pytest.mark.parametrize(
+    "configured",
+    [
+        {"streaming_end_of_stream_only": True, "streaming_sampling_rate": 50},
+        {"optional_params": {"streaming_end_of_stream_only": True, "streaming_sampling_rate": 50}},
+    ],
+)
+def test_initialize_guardrail_forwards_streaming_params(configured: dict[str, object]) -> None:
+    handler = _initialize_from_config(mode="post_call", **configured)
+
+    assert handler.streaming_end_of_stream_only is True
+    assert handler.streaming_sampling_rate == 50
+
+
+def test_initialize_guardrail_rejects_non_positive_sampling_rate() -> None:
+    with pytest.raises(ValidationError):
+        _initialize_from_config(mode="post_call", streaming_sampling_rate=0)
+
+
+def test_update_in_memory_litellm_params_reapplies_streaming_params() -> None:
+    handler = _initialize_from_config(mode="post_call")
+
+    handler.update_in_memory_litellm_params(
+        LitellmParams(
+            guardrail="crowdstrike_aidr",
+            mode="post_call",
+            streaming_end_of_stream_only=True,
+            streaming_sampling_rate=7,
+        )
+    )
+
+    assert handler.streaming_end_of_stream_only is True
+    assert handler.streaming_sampling_rate == 7
+
+
+def _stream_chunk(content: str, finish_reason: str | None) -> ModelResponseStream:
+    return ModelResponseStream(
+        model="gpt-4",
+        choices=[
+            litellm.StreamingChoices(
+                index=0, delta=Delta(role="assistant", content=content), finish_reason=finish_reason
+            )
+        ],
+    )
+
+
+async def _guard_calls_for_stream(handler: CrowdStrikeAIDRHandler, chunk_texts: list[str]) -> int:
+    from litellm.proxy._types import UserAPIKeyAuth
+    from litellm.proxy.guardrails.guardrail_hooks.unified_guardrail.unified_guardrail import UnifiedLLMGuardrails
+
+    async def stream():
+        for i, content in enumerate(chunk_texts):
+            yield _stream_chunk(content, "stop" if i == len(chunk_texts) - 1 else None)
+
+    calls = 0
+
+    def _allow(request: httpx.Request) -> httpx.Response:
+        nonlocal calls
+        calls += 1
+        return httpx.Response(
+            status_code=200, json={"result": {"blocked": False, "transformed": False}}, request=request
+        )
+
+    request_data = {
+        "messages": [{"role": "user", "content": "hi"}],
+        "guardrail_to_apply": handler,
+        "metadata": {"guardrails": ["crowdstrike-aidr-guard"]},
+    }
+    async with httpx.AsyncClient(transport=httpx.MockTransport(_allow)) as client:
+        await handler.async_handler.close()
+        handler.async_handler.client = client
+        async for _ in UnifiedLLMGuardrails().async_post_call_streaming_iterator_hook(
+            user_api_key_dict=UserAPIKeyAuth(api_key="test", request_route="/chat/completions"),
+            response=stream(),
+            request_data=request_data,
+        ):
+            pass
+    return calls
+
+
+@pytest.mark.asyncio
+@pytest.mark.parametrize(
+    ("configured", "expected_calls"),
+    [
+        ({}, 2),
+        ({"streaming_sampling_rate": 2}, 5),
+        ({"streaming_end_of_stream_only": True}, 1),
+        ({"streaming_end_of_stream_only": True, "streaming_sampling_rate": 2}, 1),
+    ],
+)
+async def test_streaming_params_from_config_control_output_scan_cadence(
+    configured: dict[str, object], expected_calls: int
+) -> None:
+    """10 chunks: default samples at 5 and 10, rate 2 samples 5 times, end-of-stream scans once.
+
+    The final pass is skipped because chunk 10 already scanned the complete output.
+    """
+    handler = _initialize_from_config(mode="post_call", **configured)
+
+    assert await _guard_calls_for_stream(handler, list("ABCDEFGHIJ")) == expected_calls
diff --git a/tests/test_litellm/proxy/guardrails/guardrail_hooks/test_generic_guardrail_api.py b/tests/test_litellm/proxy/guardrails/guardrail_hooks/test_generic_guardrail_api.py
index 523ec1a37b4..83cc9ae8bb9 100644
--- a/tests/test_litellm/proxy/guardrails/guardrail_hooks/test_generic_guardrail_api.py
+++ b/tests/test_litellm/proxy/guardrails/guardrail_hooks/test_generic_guardrail_api.py
@@ -1517,7 +1517,9 @@ class TestGenericGuardrailAPIStreamingViaUnified:
 
     @pytest.mark.asyncio
     async def test_streaming_default_uses_sampled_cadence(self):
-        """Default samples every 5th chunk + final pass: 10 chunks → calls at 5, 10, and final = 3."""
+        """Default samples every 5th chunk. For 10 chunks, sampled scans at 5 and 10
+        cover the full text, so the end-of-stream round is skipped and there are 2 calls
+        """
         from litellm.proxy.guardrails.guardrail_hooks.unified_guardrail.unified_guardrail import (
             UnifiedLLMGuardrails,
         )
@@ -1566,8 +1568,9 @@ class TestGenericGuardrailAPIStreamingViaUnified:
             ):
                 pass
 
-        assert mock_post.await_count == 3, (
-            f"Expected 3 guardrail calls (2 sampled at chunks 5 / 10 + 1 final), "
+        assert mock_post.await_count == 2, (
+            f"Expected 2 guardrail calls (2 sampled at chunks 5 / 10; "
+            f"the end-of-stream round is skipped because chunk 10 already scanned the full text), "
             f"got {mock_post.await_count}"
         )
         for call in mock_post.await_args_list:
@@ -1631,7 +1634,9 @@ class TestGenericGuardrailAPIStreamingViaUnified:
 
     @pytest.mark.asyncio
     async def test_streaming_sampling_rate_override(self):
-        """sampling_rate=2 on 6 chunks → in-stream at 2,4,6 plus final = 4 calls."""
+        """sampling_rate=2 on 6 chunks. Scans at 2, 4, and 6 cover the full text, so
+        the end-of-stream round is skipped and there are 3 calls
+        """
         from litellm.proxy.guardrails.guardrail_hooks.unified_guardrail.unified_guardrail import (
             UnifiedLLMGuardrails,
         )
@@ -1680,8 +1685,9 @@ class TestGenericGuardrailAPIStreamingViaUnified:
             ):
                 pass
 
-        assert mock_post.await_count == 4, (
-            f"Expected 4 guardrail calls (3 sampled + 1 final aggregate), "
+        assert mock_post.await_count == 3, (
+            f"Expected 3 guardrail calls (3 sampled; the end-of-stream round is skipped "
+            f"because chunk 6 already scanned the full text), "
             f"got {mock_post.await_count}"
         )
 
diff --git a/tests/test_litellm/proxy/guardrails/guardrail_hooks/test_headroom.py b/tests/test_litellm/proxy/guardrails/guardrail_hooks/test_headroom.py
index 1fbc975e40a..400eaf8ab3f 100644
--- a/tests/test_litellm/proxy/guardrails/guardrail_hooks/test_headroom.py
+++ b/tests/test_litellm/proxy/guardrails/guardrail_hooks/test_headroom.py
@@ -193,6 +193,33 @@ async def test_apply_guardrail_compresses_and_returns_structured_messages(
     assert "headroom" in _applied_guardrails(request_data)
 
 
+@pytest.mark.asyncio
+async def test_apply_guardrail_leaves_background_requests_uncompressed(
+    guardrail: HeadroomGuardrail,
+):
+    inputs = GenericGuardrailAPIInputs(
+        texts=["A" * 5000],
+        structured_messages=ORIGINAL_MESSAGES,
+    )
+    request_data = {"model": "gpt-4o", "background": True}
+
+    with patch.object(
+        guardrail.async_handler,
+        "post",
+        new_callable=AsyncMock,
+        return_value=_make_compress_response(COMPRESSED_MESSAGES),
+    ) as post:
+        result = await guardrail.apply_guardrail(
+            inputs=inputs,
+            request_data=request_data,
+            input_type="request",
+        )
+
+    assert result is inputs
+    post.assert_not_awaited()
+    assert _recorded_guardrail_entries(request_data) == []
+
+
 def _recorded_guardrail_response(request_data: dict) -> dict:
     entries = request_data["metadata"]["standard_logging_guardrail_information"]
     assert len(entries) == 1
@@ -954,6 +981,40 @@ async def test_passthrough_handler_does_not_log_headroom_as_run(
     assert "headroom" not in _applied_guardrails(data)
 
 
+@pytest.mark.asyncio
+async def test_responses_request_sends_compressed_input_and_retrieve_tool_upstream(
+    guardrail: HeadroomGuardrail,
+):
+    """Regression for LIT-6494: on /v1/responses the compressed messages must be
+    written back into `input`, not only the retrieve tool into `tools`, or the
+    model keeps reading the full document and never calls headroom_retrieve."""
+    from litellm.llms.openai.responses.guardrail_translation.handler import OpenAIResponsesHandler
+
+    data = {
+        "model": "gpt-5.6",
+        "instructions": ORIGINAL_MESSAGES[0]["content"],
+        "input": [{"role": m["role"], "content": m["content"]} for m in ORIGINAL_MESSAGES[1:]],
+        "tools": [{"type": "function", "name": "get_weather", "parameters": {"type": "object", "properties": {}}}],
+    }
+
+    with patch.object(
+        guardrail.async_handler,
+        "post",
+        new_callable=AsyncMock,
+        return_value=_make_compress_response(COMPRESSED_MESSAGES_WITH_HASH),
+    ):
+        result = await OpenAIResponsesHandler().process_input_messages(data=data, guardrail_to_apply=guardrail)
+
+    assert result["instructions"] == ORIGINAL_MESSAGES[0]["content"]
+    assert [item["content"] for item in result["input"]] == [
+        COMPRESSED_MESSAGES_WITH_HASH[0]["content"],
+        ORIGINAL_MESSAGES[2]["content"],
+        ORIGINAL_MESSAGES[3]["content"],
+    ]
+    assert "A" * 5000 not in json.dumps(result["input"])
+    assert [tool["name"] for tool in result["tools"]] == ["get_weather", HEADROOM_RETRIEVE_TOOL_NAME]
+
+
 @pytest.mark.asyncio
 async def test_apply_guardrail_http_error_raises():
     guardrail = _make_guardrail()
@@ -1950,6 +2011,58 @@ def _openai_text_payload(content: str) -> dict:
     return _openai_completion_payload({"role": "assistant", "content": content}, "stop")
 
 
+def _responses_retrieve_tool_definition() -> dict:
+    return {"type": "function", **_retrieve_tool_definition()["function"]}
+
+
+def _openai_responses_payload(output_item: dict) -> dict:
+    return {
+        "id": "resp_ccr",
+        "object": "response",
+        "created_at": 1700000000,
+        "status": "completed",
+        "model": "gpt-4o",
+        "output": [output_item],
+        "usage": {"input_tokens": 10, "output_tokens": 5, "total_tokens": 15},
+        "parallel_tool_calls": True,
+        "tool_choice": "auto",
+        "tools": [],
+        "error": None,
+        "incomplete_details": None,
+        "instructions": None,
+        "metadata": {},
+        "temperature": 1.0,
+        "top_p": 1.0,
+        "text": {"format": {"type": "text"}},
+        "truncation": "disabled",
+    }
+
+
+def _openai_responses_retrieve_call_payload() -> dict:
+    return _openai_responses_payload(
+        {
+            "type": "function_call",
+            "id": "fc_ccr",
+            "call_id": "call_ccr",
+            "name": HEADROOM_RETRIEVE_TOOL_NAME,
+            "arguments": json.dumps({"hash": CCR_HASH}),
+            "status": "completed",
+        }
+    )
+
+
+def _openai_responses_text_payload(text: str) -> dict:
+    return _openai_responses_payload(
+        {
+            "type": "message",
+            "id": "msg_ccr",
+            "role": "assistant",
+            "status": "completed",
+            "content": [{"type": "output_text", "text": text, "annotations": []}],
+        }
+    )
+
+
 @pytest.mark.parametrize(
     "call_type, stream, tools, expect_conversion",
     [
@@ -1958,12 +2071,14 @@ def _openai_text_payload(content: str) -> dict:
         (CallTypes.acompletion, False, [_retrieve_tool_definition()], False),
         (CallTypes.acompletion, True, [{"type": "function", "function": {"name": "get_weather"}}], False),
         (CallTypes.acompletion, True, None, False),
-        (CallTypes.aresponses, True, [_retrieve_tool_definition()], False),
+        (CallTypes.aresponses, True, [_retrieve_tool_definition()], True),
+        (CallTypes.responses, True, [_responses_retrieve_tool_definition()], True),
+        (CallTypes.aresponses, False, [_retrieve_tool_definition()], False),
         (CallTypes.anthropic_messages, True, [_retrieve_tool_definition()], False),
     ],
 )
 @pytest.mark.asyncio
-async def test_pre_call_deployment_hook_converts_stream_only_for_ccr_chat_completions(
+async def test_pre_call_deployment_hook_converts_stream_only_for_ccr_chat_completions_and_responses(
     guardrail: HeadroomGuardrail,
     call_type: CallTypes,
     stream: bool,
@@ -1986,6 +2101,22 @@ async def test_pre_call_deployment_hook_converts_stream_only_for_ccr_chat_comple
     assert kwargs["stream"] is True
 
 
+@pytest.mark.asyncio
+async def test_pre_call_deployment_hook_leaves_background_streams_alone(guardrail: HeadroomGuardrail):
+    kwargs = {
+        "model": "gpt-4o",
+        "stream": True,
+        "background": True,
+        "tools": [_responses_retrieve_tool_definition()],
+    }
+
+    result = await guardrail.async_pre_call_deployment_hook(kwargs=kwargs, call_type=CallTypes.aresponses)
+
+    assert result is kwargs
+    assert HEADROOM_CONVERTED_STREAM_KEY not in kwargs
+    assert kwargs["stream"] is True
+
+
 @pytest.mark.asyncio
 async def test_pre_call_deployment_hook_still_compresses_for_deployment_level_configs(
     guardrail: HeadroomGuardrail,
@@ -2094,6 +2225,117 @@ async def test_streaming_chat_completion_resolves_ccr_retrieval_end_to_end(
     assert not any(key.startswith("_headroom_interception") for key in followup_body)
 
 
+@pytest.mark.asyncio
+async def test_streaming_responses_resolves_ccr_retrieval_end_to_end(
+    guardrail: HeadroomGuardrail,
+    respx_mock: respx.MockRouter,
+    monkeypatch: pytest.MonkeyPatch,
+):
+    """Regression test for LIT-6481: streaming /v1/responses must resolve the
+    retrieve tool call server-side exactly like streaming /chat/completions does,
+    instead of streaming a headroom_retrieve function_call to the client."""
+    original_content = "the full uncompressed document"
+    final_answer = "the document says hello"
+    guardrail._issued_hashes_by_call_id["ccr-call-id"] = (
+        frozenset({CCR_HASH}),
+        time.monotonic() + 999,
+    )
+
+    monkeypatch.setenv("OPENAI_API_KEY", "sk-test")
+    monkeypatch.setattr(litellm, "callbacks", [guardrail])
+    monkeypatch.setattr(litellm, "disable_aiohttp_transport", True)
+    upstream = respx_mock.post("https://api.openai.com/v1/responses").mock(
+        side_effect=[
+            httpx.Response(200, json=_openai_responses_retrieve_call_payload()),
+            httpx.Response(200, json=_openai_responses_text_payload(final_answer)),
+        ]
+    )
+
+    with patch.object(
+        guardrail.async_handler,
+        "get",
+        new_callable=AsyncMock,
+        return_value=_make_retrieve_response(original_content),
+    ) as mock_get:
+        response = await litellm.aresponses(
+            model="openai/gpt-4o",
+            input=[{"role": "user", "content": f"summarize hash={CCR_HASH}"}],
+            tools=[_responses_retrieve_tool_definition()],
+            stream=True,
+            litellm_call_id="ccr-call-id",
+        )
+        events = [event async for event in response]
+
+    streamed_text = "".join(
+        getattr(event, "delta", "") for event in events if getattr(event, "type", None) == "response.output_text.delta"
+    )
+    assert streamed_text == final_answer
+    assert not any("function_call" in str(getattr(event, "type", "")) for event in events)
+    assert not any(
+        getattr(getattr(event, "item", None), "type", None) == "function_call" for event in events
+    )
+    mock_get.assert_called_once()
+    assert CCR_HASH in (mock_get.call_args.kwargs.get("url") or mock_get.call_args.args[0])
+
+    assert len(upstream.calls) == 2
+    followup_body = json.loads(upstream.calls[1].request.content)
+    assert not followup_body.get("stream")
+    assert original_content in json.dumps(followup_body["input"])
+    assert not any(key.startswith("_headroom_interception") for key in followup_body)
+
+
+def test_sync_streaming_responses_resolves_ccr_retrieval_end_to_end(
+    guardrail: HeadroomGuardrail,
+    respx_mock: respx.MockRouter,
+    monkeypatch: pytest.MonkeyPatch,
+):
+    """The synchronous responses() path converts the stream the same way, so it
+    must hand back a stream iterator with the resolved answer rather than the
+    completed response object."""
+    original_content = "the full uncompressed document"
+    final_answer = "the document says hello"
+    guardrail._issued_hashes_by_call_id["ccr-call-id"] = (
+        frozenset({CCR_HASH}),
+        time.monotonic() + 999,
+    )
+
+    monkeypatch.setenv("OPENAI_API_KEY", "sk-test")
+    monkeypatch.setattr(litellm, "disable_aiohttp_transport", True)
+    monkeypatch.setattr(litellm, "callbacks", [guardrail])
+    upstream = respx_mock.post("https://api.openai.com/v1/responses").mock(
+        side_effect=[
+            httpx.Response(200, json=_openai_responses_retrieve_call_payload()),
+            httpx.Response(200, json=_openai_responses_text_payload(final_answer)),
+        ]
+    )
+
+    with patch.object(
+        guardrail.async_handler,
+        "get",
+        new_callable=AsyncMock,
+        return_value=_make_retrieve_response(original_content),
+    ) as mock_get:
+        response = litellm.responses(
+            model="openai/gpt-4o",
+            input=[{"role": "user", "content": f"summarize hash={CCR_HASH}"}],
+            tools=[_responses_retrieve_tool_definition()],
+            stream=True,
+            litellm_call_id="ccr-call-id",
+        )
+        events = list(response)
+
+    streamed_text = "".join(
+        getattr(event, "delta", "") for event in events if getattr(event, "type", None) == "response.output_text.delta"
+    )
+    assert streamed_text == final_answer
+    assert not any(
+        getattr(getattr(event, "item", None), "type", None) == "function_call" for event in events
+    )
+    mock_get.assert_called_once()
+    assert len(upstream.calls) == 2
+    assert not json.loads(upstream.calls[1].request.content).get("stream")
+
+
 # ---------------------------------------------------------------------------
 # LIT-5018: the turn the model is being asked to act on is never compressed.
 #
@@ -2199,6 +2441,164 @@ async def test_history_is_still_compressed(guardrail: HeadroomGuardrail):
     assert has_headroom_retrieve_tool(result.get("tools") or [])
 
 
+# ---------------------------------------------------------------------------
+# #38558: a client that runs its own tool loop (e.g. Claude Code via the MCP
+# gateway) executes headroom_retrieve and echoes the recovered original content
+# back as a tool result. Compressing that row re-derives the same content hash
+# it was just retrieved from -- the marker returns and the agent loops. The
+# retrieved row must be held back from the compression service.
+# ---------------------------------------------------------------------------
+
+RETRIEVE_ECHO_MESSAGES = [
+    {"role": "system", "content": "You are Claude Code. " + "S" * 5000},
+    {"role": "user", "content": "H" * 5000},
+    {
+        "role": "assistant",
+        "content": "Expanding the marker.",
+        "tool_calls": [
+            {
+                "id": "hr_1",
+                "type": "function",
+                "function": {
+                    "name": "mcp__headroom__headroom_retrieve",
+                    "arguments": '{"hash": "b573993006976af767214fac"}',
+                },
+            }
+        ],
+    },
+    {"role": "tool", "tool_call_id": "hr_1", "content": "RETRIEVED BODY " + "R" * 5000},
+    {"role": "assistant", "content": "Older answer. " + "O" * 5000},
+    {"role": "user", "content": "now summarize the description"},
+]
+
+
+@pytest.mark.asyncio
+async def test_retrieved_content_is_never_recompressed(guardrail: HeadroomGuardrail):
+    """The tool result carrying headroom_retrieve output is held back, so it can
+    never collapse back to the hash it was just retrieved from."""
+    wire, result = await _wire_and_result(guardrail, RETRIEVE_ECHO_MESSAGES)
+
+    assert not any(row.get("tool_call_id") == "hr_1" for row in wire)
+    assert not any("RETRIEVED BODY" in json.dumps(row) for row in wire)
+    # Reaches the model byte-identical, so no marker stands in for the expansion.
+    assert result["structured_messages"][3] == RETRIEVE_ECHO_MESSAGES[3]
+    # Negative control: unrelated history is still compressed, not a no-op.
+    assert any(row.get("content") == "H" * 5000 for row in wire)
+
+
+@pytest.mark.asyncio
+async def test_retrieved_content_guard_matches_direct_tool_name(guardrail: HeadroomGuardrail):
+    """Server-side the tool is named headroom_retrieve (no MCP prefix); its
+    result must be protected the same way."""
+    messages = [
+        {"role": "system", "content": "sys " + "S" * 5000},
+        {"role": "user", "content": "H" * 5000},
+        {
+            "role": "assistant",
+            "content": "",
+            "tool_calls": [
+                {
+                    "id": "hr_direct",
+                    "type": "function",
+                    "function": {"name": HEADROOM_RETRIEVE_TOOL_NAME, "arguments": "{}"},
+                }
+            ],
+        },
+        {"role": "tool", "tool_call_id": "hr_direct", "content": "RETRIEVED BODY " + "R" * 5000},
+        {"role": "assistant", "content": "Older. " + "O" * 5000},
+        {"role": "user", "content": "summarize"},
+    ]
+    wire, result = await _wire_and_result(guardrail, messages)
+
+    assert not any(row.get("tool_call_id") == "hr_direct" for row in wire)
+    assert result["structured_messages"][3] == messages[3]
+
+
+@pytest.mark.asyncio
+async def test_retrieved_content_protected_when_mcp_tool_name_is_truncated(guardrail: HeadroomGuardrail):
+    """A long mcp__<server>__headroom_retrieve name is truncated past 64 chars in
+    the OpenAI-translated view the guardrail scans, dropping the suffix. The call
+    id read from the request's own Anthropic tool_use (never truncated) still
+    pairs the retrieved row so it is held back."""
+    from litellm.llms.anthropic.experimental_pass_through.adapters.transformation import (
+        truncate_tool_name,
+    )
+
+    long_name = "mcp__" + "s" * 45 + "__" + HEADROOM_RETRIEVE_TOOL_NAME
+    assert len(long_name) > 64
+    truncated = truncate_tool_name(long_name)
+    assert not truncated.endswith(HEADROOM_RETRIEVE_TOOL_NAME)
+
+    # What the guardrail scans: OpenAI-translated messages with the truncated name.
+    structured = [
+        {"role": "system", "content": "sys " + "S" * 5000},
+        {"role": "user", "content": "H" * 5000},
+        {
+            "role": "assistant",
+            "content": "",
+            "tool_calls": [{"id": "hr_long", "type": "function", "function": {"name": truncated, "arguments": "{}"}}],
+        },
+        {"role": "tool", "tool_call_id": "hr_long", "content": "RETRIEVED BODY " + "R" * 5000},
+        {"role": "assistant", "content": "Older. " + "O" * 5000},
+        {"role": "user", "content": "summarize"},
+    ]
+    # The request's own messages, untranslated: Anthropic tool_use carries the full name.
+    raw_messages = [
+        {"role": "assistant", "content": [{"type": "tool_use", "id": "hr_long", "name": long_name, "input": {}}]},
+        {"role": "user", "content": [{"type": "tool_result", "tool_use_id": "hr_long", "content": "RETRIEVED BODY"}]},
+    ]
+
+    inputs = GenericGuardrailAPIInputs(texts=["x"], structured_messages=json.loads(json.dumps(structured)))
+    sent: dict = {}
+
+    def _echo(**kwargs):
+        sent["messages"] = kwargs["json"]["messages"]
+        return _make_compress_response(json.loads(json.dumps(kwargs["json"]["messages"])))
+
+    with patch.object(guardrail.async_handler, "post", new_callable=AsyncMock, side_effect=_echo):
+        result = await guardrail.apply_guardrail(
+            inputs=inputs,
+            request_data={"model": "claude-sonnet-4-5-20250929", "messages": raw_messages},
+            input_type="request",
+        )
+
+    assert not any(row.get("tool_call_id") == "hr_long" for row in sent["messages"])
+    assert result["structured_messages"][3] == structured[3]
+    assert any(row.get("content") == "H" * 5000 for row in sent["messages"])
+
+
+def test_raw_retrieve_call_ids_covers_both_shapes_and_ignores_others():
+    """Retrieve ids are read from OpenAI tool_calls and Anthropic tool_use blocks;
+    non-retrieve calls, non-tool_use blocks, string content, and non-list inputs
+    yield nothing."""
+    from litellm.proxy.guardrails.guardrail_hooks.headroom.headroom import _raw_retrieve_call_ids
+
+    messages = [
+        {
+            "role": "assistant",
+            "tool_calls": [
+                {"id": "oa1", "function": {"name": HEADROOM_RETRIEVE_TOOL_NAME}},
+                {"id": "other", "function": {"name": "get_weather"}},
+                {"id": "malformed", "function": {"name": 123}},
+                {"id": "nofunc"},
+            ],
+        },
+        {
+            "role": "assistant",
+            "content": [
+                {"type": "tool_use", "id": "an1", "name": "mcp__hr__headroom_retrieve", "input": {}},
+                {"type": "tool_use", "id": "an2", "name": "jira_get_issue", "input": {}},
+                {"type": "text", "text": "noise"},
+            ],
+        },
+        {"role": "user", "content": "plain string content, not a list"},
+    ]
+
+    assert _raw_retrieve_call_ids(messages) == frozenset({"oa1", "an1"})
+    assert _raw_retrieve_call_ids("not a list") == frozenset()
+    assert _raw_retrieve_call_ids(None) == frozenset()
+
+
 @pytest.mark.asyncio
 async def test_nothing_compressible_returns_inputs_untouched(guardrail: HeadroomGuardrail):
     """A single-turn request is all protected, so there is nothing to send and
diff --git a/tests/test_litellm/proxy/guardrails/guardrail_hooks/test_model_armor.py b/tests/test_litellm/proxy/guardrails/guardrail_hooks/test_model_armor.py
index da66c36328e..47089b7b1b1 100644
--- a/tests/test_litellm/proxy/guardrails/guardrail_hooks/test_model_armor.py
+++ b/tests/test_litellm/proxy/guardrails/guardrail_hooks/test_model_armor.py
@@ -15,6 +15,7 @@ import litellm.types.utils
 from litellm._logging import verbose_proxy_logger
 from litellm.caching import DualCache
 from litellm.llms.custom_httpx.http_handler import MaskedHTTPStatusError
+from litellm.proxy.guardrails.anthropic_sse import anthropic_sse_error_frames
 from litellm.proxy._types import UserAPIKeyAuth
 from litellm.proxy.guardrails.guardrail_hooks.model_armor import ModelArmorGuardrail
 from litellm.proxy.guardrails.guardrail_hooks.model_armor.model_armor import (
@@ -3778,3 +3779,1153 @@ async def test_moderation_hook_skips_chat_traffic_when_configured_for_during_mcp
 
     assert result == data
     mock_post.assert_not_called()
+
+
+_ANTHROPIC_SSE_CHUNKS = (
+    b'event: message_start\ndata: {"type":"message_start","message":{"id":"msg_1","type":"message",'
+    b'"role":"assistant","model":"claude","content":[],"usage":{"input_tokens":5,"output_tokens":0}}}\n\n',
+    b'event: content_block_start\ndata: {"type":"content_block_start","index":0,'
+    b'"content_block":{"type":"text","text":""}}\n\n',
+    b'event: content_block_delta\ndata: {"type":"content_block_delta","index":0,'
+    b'"delta":{"type":"text_delta","text":"my card is 4111-1111-1111-1111"}}\n\n',
+    b'event: content_block_stop\ndata: {"type":"content_block_stop","index":0}\n\n',
+    b'event: message_delta\ndata: {"type":"message_delta","delta":{"stop_reason":"end_turn"},'
+    b'"usage":{"output_tokens":9}}\n\n',
+    b'event: message_stop\ndata: {"type":"message_stop"}\n\n',
+)
+
+_MODEL_ARMOR_CLEAN = {"sanitizationResult": {"filterMatchState": "NO_MATCH_FOUND"}}
+
+_MODEL_ARMOR_BLOCK = {
+    "sanitizationResult": {
+        "filterMatchState": "MATCH_FOUND",
+        "filterResults": {
+            "sdp": {
+                "sdpFilterResult": {
+                    "inspectResult": {
+                        "matchState": "MATCH_FOUND",
+                        "findings": [
+                            {"infoType": "CREDIT_CARD_NUMBER", "likelihood": "VERY_LIKELY"}
+                        ],
+                    }
+                }
+            }
+        },
+    }
+}
+
+# The root-level sanitizedText fallback in _get_sanitized_content, i.e. a rewrite that trips no
+# named filter
+_MODEL_ARMOR_SANITIZED = {
+    "sanitizedText": "my card is [REDACTED]",
+    "sanitizationResult": {"filterMatchState": "NO_MATCH_FOUND"},
+}
+
+# The shape a real de-identify template returns: the SDP filter both matches and hands back the
+# rewritten text, so whether it blocks or masks is decided by allow_sanitization alone
+_MODEL_ARMOR_DEIDENTIFIED = {
+    "sanitizationResult": {
+        "filterMatchState": "MATCH_FOUND",
+        "filterResults": {
+            "sdp": {
+                "sdpFilterResult": {
+                    "deidentifyResult": {
+                        "matchState": "MATCH_FOUND",
+                        "data": {"text": "my card is [REDACTED]"},
+                    }
+                }
+            }
+        },
+    }
+}
+
+
+def _chat_completion_chunks():
+    """The chat-completions surface: typed ModelResponseStream chunks."""
+    return (
+        litellm.types.utils.ModelResponseStream(
+            choices=[
+                litellm.types.utils.StreamingChoices(
+                    index=0,
+                    delta=litellm.types.utils.Delta(content="my card is 4111-1111-1111-1111"),
+                )
+            ]
+        ),
+        litellm.types.utils.ModelResponseStream(
+            choices=[
+                litellm.types.utils.StreamingChoices(
+                    index=0,
+                    delta=litellm.types.utils.Delta(content=""),
+                    finish_reason="stop",
+                )
+            ]
+        ),
+    )
+
+
+def _surface_guardrail(**kwargs):
+    guardrail = ModelArmorGuardrail(
+        template_id="test-template",
+        project_id="test-project",
+        location="us-central1",
+        guardrail_name="model-armor-test",
+        **kwargs,
+    )
+    guardrail._ensure_access_token_async = AsyncMock(
+        return_value=("test-token", "test-project")
+    )
+    return guardrail
+
+
+def _armor_post_mock(payload):
+    mock_response = AsyncMock()
+    mock_response.status_code = 200
+    mock_response.json = AsyncMock(return_value=payload)
+    return AsyncMock(return_value=mock_response)
+
+
+async def _anthropic_sse_stream():
+    for chunk in _ANTHROPIC_SSE_CHUNKS:
+        yield chunk
+
+
+def _responses_api_events():
+    from litellm.types.llms.openai import (
+        OutputTextDeltaEvent,
+        ResponseCompletedEvent,
+        ResponsesAPIResponse,
+        ResponsesAPIStreamEvents,
+    )
+
+    completed = ResponsesAPIResponse(
+        id="resp_1",
+        created_at=0,
+        model="gpt-4o-mini",
+        object="response",
+        output=[
+            {
+                "type": "message",
+                "id": "msg_1",
+                "status": "completed",
+                "role": "assistant",
+                "content": [{"type": "output_text", "text": "my card is 4111-1111-1111-1111"}],
+            }
+        ],
+        parallel_tool_calls=False,
+        tool_choice="auto",
+        tools=[],
+    )
+    return (
+        OutputTextDeltaEvent(
+            type=ResponsesAPIStreamEvents.OUTPUT_TEXT_DELTA,
+            item_id="msg_1",
+            output_index=0,
+            content_index=0,
+            delta="my card is 4111-1111-1111-1111",
+        ),
+        ResponseCompletedEvent(
+            type=ResponsesAPIStreamEvents.RESPONSE_COMPLETED,
+            response=completed,
+        ),
+    )
+
+
+async def _drain_surface_hook(guardrail, chunks, request_data=None):
+    async def _stream():
+        for chunk in chunks:
+            yield chunk
+
+    return [
+        item
+        async for item in guardrail.async_post_call_streaming_iterator_hook(
+            user_api_key_dict=UserAPIKeyAuth(),
+            response=_stream(),
+            request_data=request_data
+            if request_data is not None
+            else {
+                "model": "claude-haiku",
+                "messages": [{"role": "user", "content": "show me a card"}],
+                "metadata": {"guardrails": ["model-armor-test"]},
+            },
+        )
+    ]
+
+
+@pytest.mark.asyncio
+async def test_streaming_hook_scans_raw_anthropic_sse_instead_of_crashing():
+    """A /v1/messages stream arrives as raw SSE bytes and must be assembled, then scanned.
+
+    Regression for the 500 `Error building chunks for logging/streaming usage calculation`:
+    stream_chunk_builder calls .get() on each chunk, which raises on bytes.
+    """
+    guardrail = _surface_guardrail()
+    post = _armor_post_mock(_MODEL_ARMOR_CLEAN)
+
+    with patch.object(guardrail.async_handler, "post", post):
+        delivered = await _drain_surface_hook(guardrail, _ANTHROPIC_SSE_CHUNKS)
+
+    post.assert_called_once()
+    scanned = post.call_args.kwargs["json"]["modelResponseData"]["text"]
+    assert "my card is 4111-1111-1111-1111" in scanned
+    assert tuple(delivered) == _ANTHROPIC_SSE_CHUNKS
+
+
+@pytest.mark.asyncio
+async def test_streaming_hook_scans_responses_api_events_instead_of_crashing():
+    """A /v1/responses stream arrives as typed Responses events, which stream_chunk_builder
+    cannot subscript. The final response.completed event carries the text to scan."""
+    guardrail = _surface_guardrail()
+    post = _armor_post_mock(_MODEL_ARMOR_CLEAN)
+    events = _responses_api_events()
+
+    with patch.object(guardrail.async_handler, "post", post):
+        delivered = await _drain_surface_hook(guardrail, events)
+
+    post.assert_called_once()
+    scanned = post.call_args.kwargs["json"]["modelResponseData"]["text"]
+    assert scanned == "my card is 4111-1111-1111-1111"
+    assert tuple(delivered) == events
+
+
+@pytest.mark.asyncio
+async def test_streaming_block_emits_anthropic_error_frame():
+    """A block on /v1/messages must terminate the stream in Anthropic's error format.
+
+    The OpenAI-shaped `data: {"error": ...}` frame the chat surface uses is rejected by
+    Anthropic clients.
+    """
+    guardrail = _surface_guardrail()
+
+    with patch.object(
+        guardrail.async_handler, "post", _armor_post_mock(_MODEL_ARMOR_BLOCK)
+    ):
+        delivered = await _drain_surface_hook(guardrail, _ANTHROPIC_SSE_CHUNKS)
+
+    body = b"".join(delivered)
+    assert b"event: error" in body
+    assert b'"type": "error"' in body
+    assert b"guardrail_error" in body
+    assert b"Streaming response blocked by Model Armor" in body
+    assert b"4111-1111-1111-1111" not in body
+
+
+@pytest.mark.asyncio
+async def test_streaming_block_emits_responses_api_error_event():
+    """A block on /v1/responses must terminate the stream with a Responses ErrorEvent."""
+    from litellm.types.llms.openai import ErrorEvent
+
+    guardrail = _surface_guardrail()
+
+    with patch.object(
+        guardrail.async_handler, "post", _armor_post_mock(_MODEL_ARMOR_BLOCK)
+    ):
+        delivered = await _drain_surface_hook(guardrail, _responses_api_events())
+
+    assert len(delivered) == 1
+    error_event = delivered[0]
+    assert isinstance(error_event, ErrorEvent)
+    assert error_event.error.type == "guardrail_error"
+    assert error_event.error.code == "400"
+    assert error_event.error.message == "Streaming response blocked by Model Armor"
+
+
+@pytest.mark.asyncio
+async def test_streaming_masking_re_emits_anthropic_sse_with_sanitized_text():
+    """mask_response_content on /v1/messages must ship the sanitized text, not the original."""
+    guardrail = _surface_guardrail(mask_response_content=True)
+
+    with patch.object(
+        guardrail.async_handler, "post", _armor_post_mock(_MODEL_ARMOR_SANITIZED)
+    ):
+        delivered = await _drain_surface_hook(guardrail, _ANTHROPIC_SSE_CHUNKS)
+
+    body = b"".join(delivered)
+    assert b"[REDACTED]" in body
+    assert b"4111-1111-1111-1111" not in body
+
+
+@pytest.mark.asyncio
+async def test_streaming_masking_blocks_responses_api_stream():
+    """A Responses event stream cannot be rebuilt from sanitized text, so releasing it would
+    ship the content the guardrail just rewrote. It is blocked instead."""
+    from litellm.types.llms.openai import ErrorEvent
+
+    guardrail = _surface_guardrail(mask_response_content=True)
+
+    with patch.object(
+        guardrail.async_handler, "post", _armor_post_mock(_MODEL_ARMOR_SANITIZED)
+    ):
+        delivered = await _drain_surface_hook(guardrail, _responses_api_events())
+
+    assert len(delivered) == 1
+    assert isinstance(delivered[0], ErrorEvent)
+    assert delivered[0].error.code == "400"
+
+
+@pytest.mark.asyncio
+@pytest.mark.parametrize("surface", ["anthropic_sse", "responses"])
+async def test_streaming_api_failure_frames_error_per_surface(surface):
+    """A Model Armor outage with fail_on_error must terminate the stream in the endpoint's
+    own error format rather than leaking an OpenAI SSE frame onto it."""
+    from litellm.types.llms.openai import ErrorEvent
+
+    guardrail = _surface_guardrail(fail_on_error=True)
+    chunks = _ANTHROPIC_SSE_CHUNKS if surface == "anthropic_sse" else _responses_api_events()
+
+    mock_response = AsyncMock()
+    mock_response.status_code = 500
+    mock_response.text = "Internal Server Error"
+
+    with patch.object(
+        guardrail.async_handler, "post", AsyncMock(return_value=mock_response)
+    ):
+        delivered = await _drain_surface_hook(guardrail, chunks)
+
+    assert len(delivered) >= 1
+    if surface == "anthropic_sse":
+        assert b"event: error" in b"".join(delivered)
+    else:
+        assert isinstance(delivered[0], ErrorEvent)
+        assert delivered[0].error.code == "500"
+
+
+@pytest.mark.asyncio
+@pytest.mark.parametrize(
+    "chunks",
+    [
+        pytest.param(
+            (b'event: content_block_delta\ndata: {"type":"content_block_delta","index":0,'
+             b'"delta":{"type":"text_delta","text":"hi"}}\n\n',),
+            id="anthropic-sse-without-message-start",
+        ),
+        pytest.param(None, id="responses-stream-without-completed-event"),
+        pytest.param("created", id="responses-stream-cut-off-after-response-created"),
+    ],
+)
+async def test_streaming_hook_fails_closed_when_a_surface_stream_cannot_be_assembled(chunks):
+    """Forwarding an unscannable /v1/messages or /v1/responses stream would silently disable the
+    guardrail, so the stream is refused in its own wire format instead of released unscanned."""
+    from litellm.types.llms.openai import (
+        ErrorEvent,
+        OutputTextDeltaEvent,
+        ResponsesAPIStreamEvents,
+    )
+
+    if chunks is None or chunks == "created":
+        delta = OutputTextDeltaEvent(
+            type=ResponsesAPIStreamEvents.OUTPUT_TEXT_DELTA,
+            item_id="msg_1",
+            output_index=0,
+            content_index=0,
+            delta="my card is 4111-1111-1111-1111",
+        )
+        # response.created carries a ResponsesAPIResponse too, but an empty one: reading the body
+        # off it would scan "" and release every buffered delta unscanned
+        chunks = (delta,) if chunks is None else (_responses_created_event(), delta)
+    guardrail = _surface_guardrail()
+    post = _armor_post_mock(_MODEL_ARMOR_CLEAN)
+
+    with patch.object(guardrail.async_handler, "post", post):
+        delivered = await _drain_surface_hook(guardrail, chunks)
+
+    post.assert_not_called()
+    assert tuple(delivered) != tuple(chunks)
+    if isinstance(chunks[0], bytes):
+        joined = b"".join(item.encode() if isinstance(item, str) else item for item in delivered).decode()
+        assert "event: error" in joined
+        assert "could not be assembled for scanning" in joined
+        return
+    assert len(delivered) == 1
+    assert isinstance(delivered[0], ErrorEvent)
+    assert "could not be assembled for scanning" in delivered[0].error.message
+
+
+@pytest.mark.asyncio
+async def test_streaming_hook_forwards_a_preceding_guardrails_error_item():
+    """A guardrail earlier in the post_call chain replaces the stream with its own terminal
+    error item. That item is not a chat delta, and feeding it to stream_chunk_builder is what
+    surfaced the ticket's 500, so it has to be forwarded untouched instead."""
+    from litellm.types.llms.openai import (
+        ErrorEvent,
+        ErrorEventError,
+        ResponsesAPIStreamEvents,
+    )
+
+    chunks = (
+        ErrorEvent(
+            type=ResponsesAPIStreamEvents.ERROR,
+            sequence_number=1,
+            error=ErrorEventError(
+                type="guardrail_error",
+                code="400",
+                message="Streaming response blocked by Model Armor",
+                param=None,
+            ),
+        ),
+    )
+    guardrail = _surface_guardrail()
+    post = _armor_post_mock(_MODEL_ARMOR_CLEAN)
+
+    with patch.object(guardrail.async_handler, "post", post):
+        delivered = await _drain_surface_hook(guardrail, chunks)
+
+    post.assert_not_called()
+    assert tuple(delivered) == chunks
+
+
+@pytest.mark.asyncio
+@pytest.mark.parametrize(
+    "chunks",
+    [
+        pytest.param(None, id="anthropic-error-event"),
+        pytest.param(
+            ('data: {"error": {"message": "Streaming response blocked by the first guardrail", "code": "400"}}\n\n',),
+            id="chat-completions-error-payload",
+        ),
+    ],
+)
+async def test_streaming_hook_forwards_a_preceding_guardrails_error_frame(chunks):
+    """Chained post_call guardrails hand each other their output. An earlier guardrail's error
+    frame carries no message to assemble, and replacing it would hide the real refusal."""
+    if chunks is None:
+        chunks = anthropic_sse_error_frames("Streaming response blocked by the first guardrail")
+    guardrail = _surface_guardrail()
+    post = _armor_post_mock(_MODEL_ARMOR_CLEAN)
+
+    with patch.object(guardrail.async_handler, "post", post):
+        delivered = await _drain_surface_hook(guardrail, chunks)
+
+    post.assert_not_called()
+    assert tuple(delivered) == chunks
+
+
+@pytest.mark.asyncio
+async def test_streaming_responses_error_falls_back_to_sse_when_the_handler_declines():
+    """build_stream_error_items may return None, which must not swallow the block into a clean
+    200: the refusal falls back to the chat-completions SSE form that still carries the status."""
+    from litellm.proxy.guardrails.guardrail_hooks.model_armor.model_armor import (
+        _StreamSurface,
+    )
+
+    class _DecliningGuardrail(ModelArmorGuardrail):
+        @staticmethod
+        def _build_responses_error_items(exc):
+            return None
+
+    guardrail = _DecliningGuardrail(
+        template_id="test-template",
+        project_id="test-project",
+        location="us-central1",
+        guardrail_name="model-armor-test",
+    )
+    exc = HTTPException(status_code=400, detail={"message": "blocked"})
+
+    items = guardrail._stream_error_items(exc, surface=_StreamSurface.RESPONSES)
+
+    assert len(items) == 1
+    assert '"code": "400"' in items[0]
+    assert "blocked" in items[0]
+
+
+def _responses_created_event():
+    from litellm.types.llms.openai import (
+        ResponseCreatedEvent,
+        ResponsesAPIResponse,
+        ResponsesAPIStreamEvents,
+    )
+
+    return ResponseCreatedEvent(
+        type=ResponsesAPIStreamEvents.RESPONSE_CREATED,
+        response=ResponsesAPIResponse(
+            id="resp_1",
+            created_at=0,
+            model="gpt-4o-mini",
+            object="response",
+            output=[],
+            parallel_tool_calls=False,
+            tool_choice="auto",
+            tools=[],
+        ),
+    )
+
+
+@pytest.mark.asyncio
+async def test_streaming_hook_refuses_an_opaque_sse_stream_without_anthropic_framing():
+    """/v1/messages is not the only endpoint that streams raw SSE: the Google generateContent
+    route marks its own stream raw too. Its frames carry no Anthropic event types, so refusing
+    them in Anthropic's format would hand a Google client a body it cannot parse."""
+    guardrail = _surface_guardrail()
+    post = _armor_post_mock(_MODEL_ARMOR_CLEAN)
+    chunks = (b'data: {"candidates":[{"content":{"parts":[{"text":"my card is 4111"}]}}]}\n\n',)
+
+    with patch.object(guardrail.async_handler, "post", post):
+        delivered = await _drain_surface_hook(guardrail, chunks)
+
+    post.assert_not_called()
+    assert tuple(delivered) != chunks
+    body = "".join(item.decode() if isinstance(item, bytes) else item for item in delivered)
+    assert "could not be assembled for scanning" in body
+    assert "event: error" not in body
+    assert '"code": "500"' in body
+
+
+@pytest.mark.asyncio
+async def test_streaming_unassemblable_stream_is_forwarded_when_fail_on_error_is_disabled():
+    """fail_on_error: false is a deliberate choice to degrade open, and it governs every other
+    path in this hook. The fail-closed refusal has to honour it too."""
+    guardrail = _surface_guardrail(fail_on_error=False)
+    post = _armor_post_mock(_MODEL_ARMOR_CLEAN)
+    chunks = (
+        b'event: content_block_delta\ndata: {"type":"content_block_delta","index":0,'
+        b'"delta":{"type":"text_delta","text":"hi"}}\n\n',
+    )
+
+    with patch.object(guardrail.async_handler, "post", post):
+        delivered = await _drain_surface_hook(guardrail, chunks)
+
+    post.assert_not_called()
+    assert tuple(delivered) == chunks
+
+
+@pytest.mark.asyncio
+async def test_streaming_fail_closed_records_the_applied_guardrail():
+    """A refusal that no header or log attributes to the guardrail leaves on-call unable to tell
+    a guardrail block apart from a provider failure."""
+    guardrail = _surface_guardrail()
+    request_data = {
+        "model": "claude-haiku",
+        "messages": [{"role": "user", "content": "show me a card"}],
+        "metadata": {"guardrails": ["model-armor-test"]},
+    }
+    chunks = (
+        b'event: content_block_delta\ndata: {"type":"content_block_delta","index":0,'
+        b'"delta":{"type":"text_delta","text":"hi"}}\n\n',
+    )
+
+    with patch.object(guardrail.async_handler, "post", _armor_post_mock(_MODEL_ARMOR_CLEAN)):
+        await _drain_surface_hook(guardrail, chunks, request_data=request_data)
+
+    assert request_data["metadata"]["applied_guardrails"] == ["model-armor-test"]
+
+
+@pytest.mark.asyncio
+async def test_streaming_responses_tool_call_output_is_scanned():
+    """An agentic /v1/responses turn can carry its whole payload in tool-call arguments, which
+    is what the chat surface already folds into the scanned text."""
+    from litellm.types.llms.openai import (
+        ResponseCompletedEvent,
+        ResponsesAPIResponse,
+        ResponsesAPIStreamEvents,
+    )
+
+    guardrail = _surface_guardrail()
+    post = _armor_post_mock(_MODEL_ARMOR_CLEAN)
+    completed = ResponseCompletedEvent(
+        type=ResponsesAPIStreamEvents.RESPONSE_COMPLETED,
+        response=ResponsesAPIResponse(
+            id="resp_1",
+            created_at=0,
+            model="gpt-4o-mini",
+            object="response",
+            output=[
+                {
+                    "type": "function_call",
+                    "id": "fc_1",
+                    "call_id": "call_1",
+                    "name": "send_email",
+                    "arguments": '{"body": "my card is 4111-1111-1111-1111"}',
+                }
+            ],
+            parallel_tool_calls=False,
+            tool_choice="auto",
+            tools=[],
+        ),
+    )
+
+    with patch.object(guardrail.async_handler, "post", post):
+        delivered = await _drain_surface_hook(guardrail, (completed,))
+
+    post.assert_called_once()
+    scanned = post.call_args.kwargs["json"]["modelResponseData"]["text"]
+    assert "4111-1111-1111-1111" in scanned
+    assert tuple(delivered) == (completed,)
+
+
+@pytest.mark.asyncio
+async def test_streaming_hook_refuses_a_content_stream_that_ends_with_an_error_frame():
+    """The chain-aware passthrough must stay narrow. A stream carrying real content plus a
+    trailing error frame is not a bare refusal to forward: the assembler cannot read it, and
+    releasing it would ship the buffered content unscanned."""
+    guardrail = _surface_guardrail()
+    post = _armor_post_mock(_MODEL_ARMOR_CLEAN)
+    chunks = (*_ANTHROPIC_SSE_CHUNKS, *anthropic_sse_error_frames("upstream gave up"))
+
+    with patch.object(guardrail.async_handler, "post", post):
+        delivered = await _drain_surface_hook(guardrail, chunks)
+
+    post.assert_not_called()
+    body = b"".join(delivered)
+    assert b"4111-1111-1111-1111" not in body
+    assert b"could not be assembled for scanning" in body
+
+
+@pytest.mark.parametrize(
+    "chunks, expected, case",
+    [
+        (anthropic_sse_error_frames("blocked upstream"), True, "anthropic-error-frames-only"),
+        ((f"data: {json.dumps({'error': {'message': 'blocked'}})}\n\n",), True, "chat-error-payload-only"),
+        ((), False, "empty-stream"),
+        (
+            (b'event: message_delta\ndata: {"type":"message_delta","error":null}\n\n',),
+            False,
+            "content-event-carrying-a-null-error-field",
+        ),
+        (
+            (
+                litellm.types.utils.ModelResponseStream(
+                    choices=[
+                        litellm.types.utils.StreamingChoices(
+                            index=0,
+                            delta=litellm.types.utils.Delta(content="my card is 4111-1111-1111-1111"),
+                        )
+                    ]
+                ),
+                *anthropic_sse_error_frames("upstream gave up"),
+            ),
+            False,
+            "typed-content-chunks-plus-a-trailing-error-frame",
+        ),
+    ],
+)
+def test_is_sse_error_stream_only_matches_a_stream_that_is_nothing_but_refusals(chunks, expected, case):
+    """The chain-aware passthrough turns on this predicate, so anything it calls error-only is
+    forwarded to the client untouched. A stream that still carries content must not qualify: the
+    frames-only join drops typed chunks, and a content event may carry an empty ``error`` field."""
+    from litellm.proxy.guardrails.anthropic_sse import is_sse_error_stream
+
+    assert is_sse_error_stream(chunks) is expected, case
+
+
+@pytest.mark.asyncio
+async def test_streaming_hook_does_not_forward_typed_chunks_that_end_with_an_error_frame():
+    """A stream mixing buffered content with a trailing refusal is not the bare refusal the chain
+    passthrough exists for. Forwarding it would release the content no scanner ever saw."""
+    guardrail = _surface_guardrail()
+    post = _armor_post_mock(_MODEL_ARMOR_CLEAN)
+    chunks = (
+        litellm.types.utils.ModelResponseStream(
+            choices=[
+                litellm.types.utils.StreamingChoices(
+                    index=0,
+                    delta=litellm.types.utils.Delta(content="my card is 4111-1111-1111-1111"),
+                )
+            ]
+        ),
+        *anthropic_sse_error_frames("upstream gave up"),
+    )
+
+    with patch.object(guardrail.async_handler, "post", post):
+        delivered = await _drain_surface_hook(guardrail, chunks)
+
+    post.assert_not_called()
+    body = b"".join(item if isinstance(item, bytes) else str(item).encode() for item in delivered)
+    assert b"4111-1111-1111-1111" not in body
+    assert b"could not be assembled for scanning" in body
+
+
+def _delivered_bytes(delivered):
+    return b"".join(
+        item
+        if isinstance(item, bytes)
+        else item.encode()
+        if isinstance(item, str)
+        else str(item.model_dump() if hasattr(item, "model_dump") else item).encode()
+        for item in delivered
+    )
+
+
+@pytest.mark.asyncio
+@pytest.mark.parametrize("chunks, case", [(None, "chat_completions"), (_ANTHROPIC_SSE_CHUNKS, "anthropic_sse")])
+async def test_streaming_deidentify_match_masks_when_masking_is_enabled(chunks, case):
+    """A de-identify template reports MATCH_FOUND for every redaction it makes, so reading that
+    match as a refusal makes mask_response_content unusable on a stream: the client gets an error
+    where its non-streaming sibling gets redacted text. The block check has to allow sanitization
+    exactly as the non-streaming hook does."""
+    guardrail = _surface_guardrail(mask_response_content=True)
+    post = _armor_post_mock(_MODEL_ARMOR_DEIDENTIFIED)
+
+    with patch.object(guardrail.async_handler, "post", post):
+        delivered = await _drain_surface_hook(
+            guardrail, _chat_completion_chunks() if chunks is None else chunks
+        )
+
+    body = _delivered_bytes(delivered)
+    assert b"[REDACTED]" in body, case
+    assert b"4111-1111-1111-1111" not in body, case
+    assert b"blocked by Model Armor" not in body, case
+
+
+@pytest.mark.asyncio
+@pytest.mark.parametrize("chunks, case", [(None, "chat_completions"), (_ANTHROPIC_SSE_CHUNKS, "anthropic_sse")])
+async def test_streaming_deidentify_match_still_blocks_when_masking_is_disabled(chunks, case):
+    """Without mask_response_content there is nowhere to put the rewritten text, so the same
+    de-identify match must still end the stream rather than release the original."""
+    guardrail = _surface_guardrail()
+    post = _armor_post_mock(_MODEL_ARMOR_DEIDENTIFIED)
+
+    with patch.object(guardrail.async_handler, "post", post):
+        delivered = await _drain_surface_hook(
+            guardrail, _chat_completion_chunks() if chunks is None else chunks
+        )
+
+    body = _delivered_bytes(delivered)
+    assert b"Streaming response blocked by Model Armor" in body, case
+    assert b"4111-1111-1111-1111" not in body, case
+
+
+@pytest.mark.asyncio
+async def test_streaming_deidentify_match_logs_masked_run_as_success_not_blocked():
+    """The status stamped on request metadata feeds the spend log, so it has to agree with what
+    the client actually received: a masked stream is a success, not a block."""
+    guardrail = _surface_guardrail(mask_response_content=True)
+    request_data = {
+        "model": "claude-haiku",
+        "messages": [{"role": "user", "content": "show me a card"}],
+        "metadata": {"guardrails": ["model-armor-test"]},
+    }
+
+    with patch.object(guardrail.async_handler, "post", _armor_post_mock(_MODEL_ARMOR_DEIDENTIFIED)):
+        await _drain_surface_hook(guardrail, _chat_completion_chunks(), request_data=request_data)
+
+    assert request_data["metadata"]["_model_armor_status"] == "success"
+
+
+# A de-identify template that matched but handed back no rewrite, e.g. because the transformation
+# itself failed. The match still says the buffered original carries what it matched on
+_MODEL_ARMOR_DEIDENTIFIED_NO_TEXT = {
+    "sanitizationResult": {
+        "filterMatchState": "MATCH_FOUND",
+        "filterResults": {
+            "sdp": {"sdpFilterResult": {"deidentifyResult": {"matchState": "MATCH_FOUND"}}}
+        },
+    }
+}
+
+
+@pytest.mark.asyncio
+@pytest.mark.parametrize("chunks, case", [(None, "chat_completions"), (_ANTHROPIC_SSE_CHUNKS, "anthropic_sse")])
+async def test_streaming_deidentify_match_without_a_rewrite_fails_closed(chunks, case):
+    """Allowing sanitization past the block check is a promise to apply the redaction. When Model
+    Armor matches but returns no sanitized text there is nothing to apply, and yielding the
+    buffered chunks would hand back exactly what it matched on."""
+    guardrail = _surface_guardrail(mask_response_content=True)
+    post = _armor_post_mock(_MODEL_ARMOR_DEIDENTIFIED_NO_TEXT)
+
+    with patch.object(guardrail.async_handler, "post", post):
+        delivered = await _drain_surface_hook(
+            guardrail, _chat_completion_chunks() if chunks is None else chunks
+        )
+
+    body = _delivered_bytes(delivered)
+    assert b"4111-1111-1111-1111" not in body, case
+    assert b"Streaming response blocked by Model Armor" in body, case
+
+
+@pytest.mark.asyncio
+async def test_streaming_status_records_a_surface_that_cannot_carry_the_rewrite_as_blocked():
+    """The Responses surface has no assembled body to rewrite, so a de-identify match ends as a
+    refusal. The status stamped on metadata feeds the spend log and has to say so rather than
+    reporting the success the block check alone would have implied."""
+    guardrail = _surface_guardrail(mask_response_content=True)
+    request_data = {
+        "model": "gpt-4o-mini",
+        "input": "show me a card",
+        "metadata": {"guardrails": ["model-armor-test"]},
+    }
+
+    with patch.object(guardrail.async_handler, "post", _armor_post_mock(_MODEL_ARMOR_DEIDENTIFIED)):
+        delivered = await _drain_surface_hook(
+            guardrail, _responses_api_events(), request_data=request_data
+        )
+
+    body = _delivered_bytes(delivered)
+    assert b"4111-1111-1111-1111" not in body
+    assert b"Streaming response blocked by Model Armor" in body
+    assert request_data["metadata"]["_model_armor_status"] == "blocked"
+
+
+def _responses_api_events_truncated(terminal: str):
+    """A /v1/responses stream whose text went out as deltas and whose terminal event reports no body.
+
+    ``response.failed`` and ``response.incomplete`` are terminal like ``response.completed``, but a
+    turn that broke mid-generation reports an empty ``output`` while the deltas ahead of it already
+    spelled the answer out to the client.
+    """
+    from litellm.types.llms.openai import (
+        OutputTextDeltaEvent,
+        ResponseFailedEvent,
+        ResponseIncompleteEvent,
+        ResponsesAPIResponse,
+        ResponsesAPIStreamEvents,
+    )
+
+    empty_body = ResponsesAPIResponse(
+        id="resp_1",
+        created_at=0,
+        model="gpt-4o-mini",
+        object="response",
+        output=[],
+        parallel_tool_calls=False,
+        tool_choice="auto",
+        tools=[],
+    )
+    terminal_event = (
+        ResponseFailedEvent(type=ResponsesAPIStreamEvents.RESPONSE_FAILED, response=empty_body)
+        if terminal == "failed"
+        else ResponseIncompleteEvent(type=ResponsesAPIStreamEvents.RESPONSE_INCOMPLETE, response=empty_body)
+    )
+    return (
+        OutputTextDeltaEvent(
+            type=ResponsesAPIStreamEvents.OUTPUT_TEXT_DELTA,
+            item_id="msg_1",
+            output_index=0,
+            content_index=0,
+            delta="my card is 4111-1111-1111-1111",
+        ),
+        terminal_event,
+    )
+
+
+@pytest.mark.asyncio
+@pytest.mark.parametrize("terminal", ["failed", "incomplete"])
+async def test_streaming_responses_terminal_event_without_a_body_still_scans_the_deltas(terminal):
+    """A /v1/responses turn that broke mid-generation has still delivered its deltas.
+
+    Reading only the terminal body would find nothing to scan and hand every buffered delta to the
+    client untouched, so the deltas themselves are what gets scanned.
+    """
+    guardrail = _surface_guardrail()
+    post = _armor_post_mock(_MODEL_ARMOR_BLOCK)
+
+    with patch.object(guardrail.async_handler, "post", post):
+        delivered = await _drain_surface_hook(guardrail, _responses_api_events_truncated(terminal))
+
+    post.assert_called_once()
+    assert "4111-1111-1111-1111" in post.call_args.kwargs["json"]["modelResponseData"]["text"]
+    rendered = "".join(str(item) for item in delivered)
+    assert "4111-1111-1111-1111" not in rendered
+    assert "Streaming response blocked by Model Armor" in rendered
+
+
+@pytest.mark.asyncio
+async def test_streaming_responses_mcp_argument_deltas_are_scanned_when_the_body_is_empty():
+    """A turn that only streamed MCP tool arguments still handed the client a payload.
+
+    The delta fallback is read off the event enum rather than listed by hand, so an argument event
+    that carries no `output_text` cannot fall out of the scan.
+    """
+    from litellm.types.llms.openai import (
+        MCPCallArgumentsDeltaEvent,
+        ResponseIncompleteEvent,
+        ResponsesAPIResponse,
+        ResponsesAPIStreamEvents,
+    )
+
+    chunks = (
+        MCPCallArgumentsDeltaEvent(
+            type=ResponsesAPIStreamEvents.MCP_CALL_ARGUMENTS_DELTA,
+            output_index=0,
+            item_id="mcp_1",
+            delta='{"note": "my card is 4111-1111-1111-1111"}',
+            sequence_number=0,
+        ),
+        ResponseIncompleteEvent(
+            type=ResponsesAPIStreamEvents.RESPONSE_INCOMPLETE,
+            response=ResponsesAPIResponse(
+                id="resp_1",
+                created_at=0,
+                model="gpt-4o-mini",
+                object="response",
+                output=[],
+                parallel_tool_calls=False,
+                tool_choice="auto",
+                tools=[],
+            ),
+        ),
+    )
+    guardrail = _surface_guardrail()
+    post = _armor_post_mock(_MODEL_ARMOR_BLOCK)
+
+    with patch.object(guardrail.async_handler, "post", post):
+        delivered = await _drain_surface_hook(guardrail, chunks)
+
+    post.assert_called_once()
+    assert "4111-1111-1111-1111" in post.call_args.kwargs["json"]["modelResponseData"]["text"]
+    rendered = "".join(str(item) for item in delivered)
+    assert "4111-1111-1111-1111" not in rendered
+    assert "Streaming response blocked by Model Armor" in rendered
+
+
+@pytest.mark.asyncio
+@pytest.mark.parametrize(
+    "with_output_text_delta",
+    [True, False],
+    ids=["summary-and-text-deltas", "summary-delta-only"],
+)
+async def test_streaming_responses_reasoning_summary_deltas_are_scanned_alongside_the_body(with_output_text_delta):
+    """A reasoning turn streams its summary in deltas the terminal body never repeats.
+
+    Reading only the body scans the visible answer and hands the client every summary delta
+    unscanned, so the body and the deltas are scanned together.
+    """
+    from litellm.types.llms.openai import (
+        OutputTextDeltaEvent,
+        ReasoningSummaryTextDeltaEvent,
+        ResponseCompletedEvent,
+        ResponsesAPIResponse,
+        ResponsesAPIStreamEvents,
+    )
+
+    answer = "the weather is fine"
+    summary_delta = ReasoningSummaryTextDeltaEvent(
+        type=ResponsesAPIStreamEvents.REASONING_SUMMARY_TEXT_DELTA,
+        item_id="rs_1",
+        output_index=0,
+        delta="the user said my card is 4111-1111-1111-1111",
+    )
+    text_deltas = (
+        (
+            OutputTextDeltaEvent(
+                type=ResponsesAPIStreamEvents.OUTPUT_TEXT_DELTA,
+                item_id="msg_1",
+                output_index=1,
+                content_index=0,
+                delta=answer,
+            ),
+        )
+        if with_output_text_delta
+        else ()
+    )
+    completed = ResponseCompletedEvent(
+        type=ResponsesAPIStreamEvents.RESPONSE_COMPLETED,
+        response=ResponsesAPIResponse(
+            id="resp_1",
+            created_at=0,
+            model="gpt-5-mini",
+            object="response",
+            output=[
+                {
+                    "type": "message",
+                    "id": "msg_1",
+                    "role": "assistant",
+                    "status": "completed",
+                    "content": [{"type": "output_text", "text": answer, "annotations": []}],
+                }
+            ],
+            parallel_tool_calls=False,
+            tool_choice="auto",
+            tools=[],
+        ),
+    )
+    guardrail = _surface_guardrail()
+    post = _armor_post_mock(_MODEL_ARMOR_BLOCK)
+
+    with patch.object(guardrail.async_handler, "post", post):
+        delivered = await _drain_surface_hook(guardrail, (summary_delta, *text_deltas, completed))
+
+    post.assert_called_once()
+    scanned = post.call_args.kwargs["json"]["modelResponseData"]["text"]
+    assert "4111-1111-1111-1111" in scanned
+    assert answer in scanned
+    assert scanned.count(answer) == 1
+    rendered = "".join(str(item) for item in delivered)
+    assert "4111-1111-1111-1111" not in rendered
+    assert "Streaming response blocked by Model Armor" in rendered
+
+
+@pytest.mark.asyncio
+async def test_streaming_responses_deltas_of_separate_fields_do_not_form_a_finding_across_their_boundary():
+    """Two fields of a turn are separate text, so what runs across their boundary is not model output.
+
+    A reasoning summary ending in half a card number and an answer opening with the other half
+    each carry nothing to find, and joining them without a break would invent one.
+    """
+    from litellm.types.llms.openai import (
+        OutputTextDeltaEvent,
+        ReasoningSummaryTextDeltaEvent,
+        ResponseCompletedEvent,
+        ResponsesAPIResponse,
+        ResponsesAPIStreamEvents,
+    )
+
+    answer = "1111-1111 is not a full card"
+    summary_delta = ReasoningSummaryTextDeltaEvent(
+        type=ResponsesAPIStreamEvents.REASONING_SUMMARY_TEXT_DELTA,
+        item_id="rs_1",
+        output_index=0,
+        delta="the prefix they gave me is 4111-1111-",
+    )
+    text_delta = OutputTextDeltaEvent(
+        type=ResponsesAPIStreamEvents.OUTPUT_TEXT_DELTA,
+        item_id="msg_1",
+        output_index=1,
+        content_index=0,
+        delta=answer,
+    )
+    completed = ResponseCompletedEvent(
+        type=ResponsesAPIStreamEvents.RESPONSE_COMPLETED,
+        response=ResponsesAPIResponse(
+            id="resp_1",
+            created_at=0,
+            model="gpt-5-mini",
+            object="response",
+            output=[
+                {
+                    "type": "message",
+                    "id": "msg_1",
+                    "role": "assistant",
+                    "status": "completed",
+                    "content": [{"type": "output_text", "text": answer, "annotations": []}],
+                }
+            ],
+            parallel_tool_calls=False,
+            tool_choice="auto",
+            tools=[],
+        ),
+    )
+    guardrail = _surface_guardrail()
+    post = _armor_post_mock(_MODEL_ARMOR_CLEAN)
+
+    with patch.object(guardrail.async_handler, "post", post):
+        delivered = await _drain_surface_hook(guardrail, (summary_delta, text_delta, completed))
+
+    post.assert_called_once()
+    scanned = post.call_args.kwargs["json"]["modelResponseData"]["text"]
+    assert "4111-1111-" in scanned
+    assert answer in scanned
+    assert "4111-1111-1111-1111" not in scanned
+    rendered = "".join(str(item) for item in delivered)
+    assert "Streaming response blocked by Model Armor" not in rendered
+
+
+@pytest.mark.asyncio
+async def test_streaming_responses_one_fields_deltas_still_join_into_a_single_finding():
+    """A card number split across two deltas of one field is still one card number to scan."""
+    from litellm.types.llms.openai import (
+        OutputTextDeltaEvent,
+        ResponseCompletedEvent,
+        ResponsesAPIResponse,
+        ResponsesAPIStreamEvents,
+    )
+
+    halves = ("my card is 4111-1111-", "1111-1111")
+    text_deltas = tuple(
+        OutputTextDeltaEvent(
+            type=ResponsesAPIStreamEvents.OUTPUT_TEXT_DELTA,
+            item_id="msg_1",
+            output_index=0,
+            content_index=0,
+            delta=half,
+        )
+        for half in halves
+    )
+    completed = ResponseCompletedEvent(
+        type=ResponsesAPIStreamEvents.RESPONSE_COMPLETED,
+        response=ResponsesAPIResponse(
+            id="resp_1",
+            created_at=0,
+            model="gpt-5-mini",
+            object="response",
+            output=[],
+            parallel_tool_calls=False,
+            tool_choice="auto",
+            tools=[],
+        ),
+    )
+    guardrail = _surface_guardrail()
+    post = _armor_post_mock(_MODEL_ARMOR_BLOCK)
+
+    with patch.object(guardrail.async_handler, "post", post):
+        delivered = await _drain_surface_hook(guardrail, (*text_deltas, completed))
+
+    post.assert_called_once()
+    assert "4111-1111-1111-1111" in post.call_args.kwargs["json"]["modelResponseData"]["text"]
+    rendered = "".join(str(item) for item in delivered)
+    assert "4111-1111-1111-1111" not in rendered
+    assert "Streaming response blocked by Model Armor" in rendered
+
+
+@pytest.mark.asyncio
+async def test_streaming_responses_fields_the_body_repeats_are_not_scanned_a_second_time():
+    """A turn whose visible fields all reach the terminal body is scanned once, not twice.
+
+    Two output_text fields stream as deltas and come back in the completed body, so scanning the
+    deltas on top of the body would send Model Armor two copies of everything the client sees.
+    """
+    from litellm.types.llms.openai import (
+        OutputTextDeltaEvent,
+        ResponseCompletedEvent,
+        ResponsesAPIResponse,
+        ResponsesAPIStreamEvents,
+    )
+
+    paragraphs = ("the first thing to know", "a second and separate point")
+    text_deltas = tuple(
+        OutputTextDeltaEvent(
+            type=ResponsesAPIStreamEvents.OUTPUT_TEXT_DELTA,
+            item_id=f"msg_{index}",
+            output_index=index,
+            content_index=0,
+            delta=paragraph,
+        )
+        for index, paragraph in enumerate(paragraphs)
+    )
+    completed = ResponseCompletedEvent(
+        type=ResponsesAPIStreamEvents.RESPONSE_COMPLETED,
+        response=ResponsesAPIResponse(
+            id="resp_1",
+            created_at=0,
+            model="gpt-5-mini",
+            object="response",
+            output=[
+                {
+                    "type": "message",
+                    "id": f"msg_{index}",
+                    "role": "assistant",
+                    "status": "completed",
+                    "content": [{"type": "output_text", "text": paragraph, "annotations": []}],
+                }
+                for index, paragraph in enumerate(paragraphs)
+            ],
+            parallel_tool_calls=False,
+            tool_choice="auto",
+            tools=[],
+        ),
+    )
+    guardrail = _surface_guardrail()
+    post = _armor_post_mock(_MODEL_ARMOR_CLEAN)
+
+    with patch.object(guardrail.async_handler, "post", post):
+        delivered = await _drain_surface_hook(guardrail, (*text_deltas, completed))
+
+    post.assert_called_once()
+    scanned = post.call_args.kwargs["json"]["modelResponseData"]["text"]
+    assert [scanned.count(paragraph) for paragraph in paragraphs] == [1, 1]
+    rendered = "".join(str(item) for item in delivered)
+    assert all(paragraph in rendered for paragraph in paragraphs)
+
+
+def test_every_responses_delta_event_is_in_the_scanned_set():
+    """Every ``.delta`` the Responses event enum defines is model output on its way to the client."""
+    from litellm.proxy.guardrails.guardrail_hooks.model_armor.model_armor import (
+        _RESPONSES_DELTA_EVENT_TYPES,
+    )
+    from litellm.types.llms.openai import ResponsesAPIStreamEvents
+
+    missing = {
+        event.value
+        for event in ResponsesAPIStreamEvents
+        if event.value.endswith(".delta") and event.value not in _RESPONSES_DELTA_EVENT_TYPES
+    }
+    assert not missing
+    assert "response.mcp_call_arguments.delta" in _RESPONSES_DELTA_EVENT_TYPES
diff --git a/tests/test_litellm/proxy/guardrails/guardrail_hooks/test_presidio.py b/tests/test_litellm/proxy/guardrails/guardrail_hooks/test_presidio.py
index 4ee6741ee02..84f7611c0c0 100644
--- a/tests/test_litellm/proxy/guardrails/guardrail_hooks/test_presidio.py
+++ b/tests/test_litellm/proxy/guardrails/guardrail_hooks/test_presidio.py
@@ -842,24 +842,37 @@ async def test_presidio_filter_scope_initializer(monkeypatch):
 
     params_input = LitellmParams(guardrail="presidio", mode="pre_call", presidio_filter_scope="input")
     guardrail_dict = {"guardrail_name": "g1"}
-    cb = initialize_presidio(params_input, guardrail_dict)
-    assert cb is created[0]
+    callbacks = initialize_presidio(params_input, guardrail_dict)
+    assert callbacks == (created[0],)
     assert created[0].apply_to_output is False
 
     # output-only
     created.clear()
     params_output = LitellmParams(guardrail="presidio", mode="pre_call", presidio_filter_scope="output")
-    cb = initialize_presidio(params_output, guardrail_dict)
+    callbacks = initialize_presidio(params_output, guardrail_dict)
     assert len(created) == 1
+    assert callbacks == (created[0],)
     assert created[0].apply_to_output is True
 
-    # both -> expect two callbacks (input + output)
+    # both -> expect two callbacks (input + output), both returned, input first
     created.clear()
     params_both = LitellmParams(guardrail="presidio", mode="pre_call", presidio_filter_scope="both")
-    cb = initialize_presidio(params_both, guardrail_dict)
+    callbacks = initialize_presidio(params_both, guardrail_dict)
     assert len(created) == 2
-    assert any(not c.apply_to_output for c in created)
-    assert any(c.apply_to_output for c in created)
+    assert callbacks == tuple(created)
+    assert callbacks[0].apply_to_output is False
+    assert callbacks[1].apply_to_output is True
+
+    # both + output_parse_pii -> three callbacks, all returned, input first
+    created.clear()
+    params_all = LitellmParams(
+        guardrail="presidio", mode="pre_call", presidio_filter_scope="both", output_parse_pii=True
+    )
+    callbacks = initialize_presidio(params_all, guardrail_dict)
+    assert len(created) == 3
+    assert callbacks == tuple(created)
+    assert callbacks[0].apply_to_output is False
+    assert mgr.added[-3:] == list(created)
 
 
 @pytest.mark.asyncio
@@ -3116,6 +3129,18 @@ def test_update_in_memory_applies_analyze_chunk_size():
     assert guardrail.presidio_analyze_chunk_size_bytes == 99_000
 
 
+def test_update_in_memory_keeps_output_masker_from_unmasking():
+    masker = _OPTIONAL_PresidioPIIMasking(mock_testing=True, apply_to_output=True, output_parse_pii=False)
+    unmasker = _OPTIONAL_PresidioPIIMasking(mock_testing=True, output_parse_pii=True)
+    params = LitellmParams(guardrail="presidio", mode="pre_call", output_parse_pii=True)
+
+    masker.update_in_memory_litellm_params(params)
+    unmasker.update_in_memory_litellm_params(params)
+
+    assert (masker.apply_to_output, masker.output_parse_pii) == (True, False)
+    assert (unmasker.apply_to_output, unmasker.output_parse_pii) == (False, True)
+
+
 def test_merge_drops_truncated_same_type_fragment_from_overlap():
     """A boundary entity seen truncated by chunk 1 and whole by chunk 2 must
     merge to the single full span; keeping both overlapping spans corrupts the
diff --git a/tests/test_litellm/proxy/guardrails/guardrail_hooks/unified_guardrails/test_openai_streaming_block.py b/tests/test_litellm/proxy/guardrails/guardrail_hooks/unified_guardrails/test_openai_streaming_block.py
new file mode 100644
index 00000000000..42bdf41bc88
--- /dev/null
+++ b/tests/test_litellm/proxy/guardrails/guardrail_hooks/unified_guardrails/test_openai_streaming_block.py
@@ -0,0 +1,327 @@
+"""
+Regression tests for blocking an OpenAI-format streaming response from the
+unified guardrail post-call streaming iterator hook.
+
+When a guardrail's ``apply_guardrail`` raises ``ModifyResponseException``
+while (or at the end of) a chat completions or Responses API stream is being
+relayed, the hook must emit a well-formed SSE termination sequence carrying
+the block message - NOT a bare ``data: {"error": ...}`` blob that surfaces as
+an HTTP 500 error frame and truncates the stream.
+"""
+
+import json
+from typing import Any, AsyncGenerator, Dict, Literal, Optional, Tuple, Union
+
+import pytest
+
+from litellm.integrations.custom_guardrail import (
+    CustomGuardrail,
+    ModifyResponseException,
+)
+from litellm.proxy._types import UserAPIKeyAuth
+from litellm.proxy.guardrails.guardrail_hooks.unified_guardrail.unified_guardrail import (
+    UnifiedLLMGuardrails,
+)
+from litellm.types.utils import (
+    Delta,
+    GenericGuardrailAPIInputs,
+    ModelResponseStream,
+    StreamingChoices,
+)
+
+BLOCK_MESSAGE = "This response was replaced by policy."
+
+JsonPayload = Dict[str, object]
+StreamChunk = Union[ModelResponseStream, JsonPayload, bytes]
+
+
+class _BlockingGuardrail(CustomGuardrail):
+    """Mock guardrail that always blocks response scans by raising ModifyResponseException."""
+
+    async def apply_guardrail(
+        self,
+        inputs: GenericGuardrailAPIInputs,
+        request_data: dict,
+        input_type: Literal["request", "response"],
+        logging_obj: Optional[Any] = None,
+    ) -> GenericGuardrailAPIInputs:
+        raise ModifyResponseException(
+            message=BLOCK_MESSAGE,
+            model="gpt-5.4-mini",
+            request_data=request_data,
+            guardrail_name=self.guardrail_name,
+        )
+
+
+class _PassingGuardrail(CustomGuardrail):
+    """Mock guardrail that always lets response scans through unchanged."""
+
+    async def apply_guardrail(
+        self,
+        inputs: GenericGuardrailAPIInputs,
+        request_data: dict,
+        input_type: Literal["request", "response"],
+        logging_obj: Optional[Any] = None,
+    ) -> GenericGuardrailAPIInputs:
+        return inputs
+
+
+def _chat_chunk(delta: Delta, finish_reason: Optional[str] = None) -> ModelResponseStream:
+    return ModelResponseStream(
+        id="chatcmpl-live",
+        created=1724900000,
+        model="gpt-5.4-mini",
+        choices=[StreamingChoices(index=0, delta=delta, finish_reason=finish_reason)],
+    )
+
+
+async def _chat_stream(end: bool) -> AsyncGenerator[ModelResponseStream, None]:
+    yield _chat_chunk(Delta(role="assistant", content="This "))
+    for text in ["is ", "the ", "original ", "answer."]:
+        yield _chat_chunk(Delta(content=text))
+    if end:
+        yield _chat_chunk(Delta(), finish_reason="stop")
+
+
+async def _responses_stream(end: bool) -> AsyncGenerator[JsonPayload, None]:
+    original_text = "This is the original answer."
+    response_envelope = {"id": "resp_live", "model": "gpt-5.4-mini", "status": "in_progress", "output": []}
+    yield {"type": "response.created", "response": response_envelope}
+    yield {"type": "response.in_progress", "response": response_envelope}
+    yield {
+        "type": "response.output_item.added",
+        "output_index": 0,
+        "item": {"id": "msg_orig", "type": "message", "role": "assistant", "content": []},
+    }
+    yield {
+        "type": "response.content_part.added",
+        "item_id": "msg_orig",
+        "output_index": 0,
+        "content_index": 0,
+        "part": {"type": "output_text", "text": "", "annotations": []},
+    }
+    for delta in ["This ", "is ", "the ", "original ", "answer."]:
+        yield {
+            "type": "response.output_text.delta",
+            "item_id": "msg_orig",
+            "output_index": 0,
+            "content_index": 0,
+            "delta": delta,
+        }
+    yield {
+        "type": "response.output_text.done",
+        "item_id": "msg_orig",
+        "output_index": 0,
+        "content_index": 0,
+        "text": original_text,
+    }
+    if end:
+        yield {
+            "type": "response.completed",
+            "response": {
+                "id": "resp_live",
+                "model": "gpt-5.4-mini",
+                "status": "completed",
+                "output": [
+                    {
+                        "id": "msg_orig",
+                        "type": "message",
+                        "role": "assistant",
+                        "status": "completed",
+                        "content": [{"type": "output_text", "text": original_text, "annotations": []}],
+                    }
+                ],
+                "usage": {"input_tokens": 7, "output_tokens": 21, "total_tokens": 28},
+            },
+        }
+
+
+async def _run_hook(
+    route: str,
+    stream: AsyncGenerator[Union[ModelResponseStream, JsonPayload], None],
+    sampling_rate: int = 1,
+    end_of_stream_only: bool = False,
+    buffer_until_moderated: bool = False,
+    blocks: bool = True,
+) -> Tuple[StreamChunk, ...]:
+    guardrail = (
+        _BlockingGuardrail(guardrail_name="test-blocking-guardrail", event_hook="post_call")
+        if blocks
+        else _PassingGuardrail(guardrail_name="test-passing-guardrail", event_hook="post_call")
+    )
+    guardrail.streaming_sampling_rate = sampling_rate
+    guardrail.streaming_end_of_stream_only = end_of_stream_only
+    guardrail.streaming_buffer_until_moderated = buffer_until_moderated
+
+    unified_guardrail = UnifiedLLMGuardrails()
+    user_api_key_dict = UserAPIKeyAuth(api_key="test", request_route=route)
+    request_data = {
+        "messages": [{"role": "user", "content": "hi"}],
+        "guardrail_to_apply": guardrail,
+        "metadata": {"guardrails": [guardrail.guardrail_name]},
+    }
+
+    return tuple(
+        [
+            chunk
+            async for chunk in unified_guardrail.async_post_call_streaming_iterator_hook(
+                user_api_key_dict=user_api_key_dict,
+                response=stream,
+                request_data=request_data,
+            )
+        ]
+    )
+
+
+def _sse_payloads(collected: Tuple[StreamChunk, ...]) -> Tuple[JsonPayload, ...]:
+    return tuple(
+        json.loads(line[len("data:") :].strip())
+        for chunk in collected
+        if isinstance(chunk, bytes)
+        for block in chunk.decode().split("\n\n")
+        for line in block.strip().split("\n")
+        if line.startswith("data:")
+    )
+
+
+def _assert_no_error_frame(collected: Tuple[StreamChunk, ...]) -> None:
+    raw = "".join(chunk.decode() for chunk in collected if isinstance(chunk, bytes))
+    assert '"error"' not in raw, f"unexpected error blob in stream: {raw!r}"
+
+
+@pytest.mark.asyncio
+async def test_chat_pre_stream_block_emits_standalone_completion():
+    """Block on the first chunk: a standalone completion opens with a role delta
+    and ends with finish_reason content_filter."""
+    collected = await _run_hook("/v1/chat/completions", _chat_stream(end=False))
+    _assert_no_error_frame(collected)
+    payloads = _sse_payloads(collected)
+    assert payloads, "no block SSE chunks were emitted"
+    assert payloads[0]["choices"][0]["delta"] == {"role": "assistant", "content": BLOCK_MESSAGE}
+    assert payloads[-1]["choices"][0]["finish_reason"] == "content_filter"
+
+
+@pytest.mark.asyncio
+async def test_chat_mid_stream_block_continues_the_completion():
+    """Regression for the LIT-6496 500 error frame: after chunks were already
+    forwarded, the block continues the same completion id and terminates with
+    finish_reason content_filter instead of raising into an error blob."""
+    collected = await _run_hook("/v1/chat/completions", _chat_stream(end=False), sampling_rate=5)
+    _assert_no_error_frame(collected)
+    forwarded = [chunk for chunk in collected if isinstance(chunk, ModelResponseStream)]
+    assert forwarded, "original chunks should have streamed before the block"
+    payloads = _sse_payloads(collected)
+    assert payloads, "no block SSE chunks were emitted"
+    assert all(payload["id"] == "chatcmpl-live" for payload in payloads), (
+        "block chunks must continue the in-progress completion, not start a new one"
+    )
+    assert payloads[0]["choices"][0]["delta"] == {"content": BLOCK_MESSAGE}
+    assert payloads[-1]["choices"][0]["finish_reason"] == "content_filter"
+
+
+@pytest.mark.asyncio
+async def test_chat_end_of_stream_block_terminates_cleanly():
+    """Regression for bugbot's finish-ordering finding: in end_of_stream_only
+    mode the original finish chunk must be withheld until moderation decides,
+    so a block's content_filter finish is the only stream terminator a client
+    ever sees - never policy text trailing after finish_reason stop."""
+    collected = await _run_hook("/v1/chat/completions", _chat_stream(end=True), end_of_stream_only=True)
+    _assert_no_error_frame(collected)
+    forwarded = [chunk for chunk in collected if isinstance(chunk, ModelResponseStream)]
+    assert forwarded, "content chunks still stream to the client before end-of-stream moderation"
+    assert all(choice.finish_reason is None for chunk in forwarded for choice in chunk.choices), (
+        "the original finish chunk must be withheld until moderation decides"
+    )
+    payloads = _sse_payloads(collected)
+    assert BLOCK_MESSAGE in json.dumps(payloads)
+    assert payloads[-1]["choices"][0]["finish_reason"] == "content_filter"
+
+
+@pytest.mark.asyncio
+async def test_chat_end_of_stream_pass_releases_withheld_finish_chunk():
+    """When end-of-stream moderation passes, the withheld finish chunk is
+    released so a clean stream still terminates normally."""
+    collected = await _run_hook(
+        "/v1/chat/completions", _chat_stream(end=True), end_of_stream_only=True, blocks=False
+    )
+    assert not [chunk for chunk in collected if isinstance(chunk, bytes)], (
+        "a clean stream must carry no synthetic block frames"
+    )
+    forwarded = [chunk for chunk in collected if isinstance(chunk, ModelResponseStream)]
+    finish_reasons = [choice.finish_reason for chunk in forwarded for choice in chunk.choices]
+    assert finish_reasons[-1] == "stop", "the withheld finish chunk must be released after moderation passes"
+    assert all(reason is None for reason in finish_reasons[:-1])
+
+
+@pytest.mark.asyncio
+async def test_responses_buffered_block_emits_full_event_sequence():
+    """Buffered moderation blocks before anything streams: a complete synthetic
+    Responses stream from response.created through response.completed carrying
+    the block message, with the original content never released."""
+    collected = await _run_hook("/v1/responses", _responses_stream(end=True), buffer_until_moderated=True)
+    _assert_no_error_frame(collected)
+    assert not [chunk for chunk in collected if isinstance(chunk, dict)], (
+        "buffered original chunks must never be released after a block"
+    )
+    payloads = _sse_payloads(collected)
+    event_types = [payload["type"] for payload in payloads]
+    assert event_types[0] == "response.created"
+    assert "response.output_text.delta" in event_types
+    assert event_types[-1] == "response.completed"
+    completed = payloads[-1]["response"]
+    assert completed["status"] == "completed"
+    assert completed["output"][0]["content"][0]["text"] == BLOCK_MESSAGE
+    assert completed["usage"] == {"input_tokens": 7, "output_tokens": 21, "total_tokens": 28}
+    assert "original answer" not in json.dumps(payloads)
+
+
+@pytest.mark.asyncio
+async def test_responses_mid_stream_block_continues_the_response():
+    """Regression for the LIT-6496 500 error frame and bugbot's unclosed-item
+    finding: after events were already forwarded, the block first closes the
+    output item still open on the wire, then appends the replacement item under
+    the same response id, and closes with response.completed - never a second
+    response.created and never a completed response with an item left open."""
+    collected = await _run_hook("/v1/responses", _responses_stream(end=False))
+    _assert_no_error_frame(collected)
+    forwarded = [chunk for chunk in collected if isinstance(chunk, dict)]
+    forwarded_types = [chunk["type"] for chunk in forwarded]
+    assert "response.created" in forwarded_types, "original events should have streamed before the block"
+    payloads = _sse_payloads(collected)
+    assert payloads, "no block SSE chunks were emitted"
+    block_types = [payload["type"] for payload in payloads]
+    assert "response.created" not in block_types, "a mid-stream block must not restart the response"
+    assert block_types[-1] == "response.completed"
+
+    all_events = forwarded + list(payloads)
+    opened = sorted(event["output_index"] for event in all_events if event["type"] == "response.output_item.added")
+    closed = sorted(event["output_index"] for event in all_events if event["type"] == "response.output_item.done")
+    assert opened == closed, "every output item opened on the stream must be closed before response.completed"
+    original_done_position = block_types.index("response.output_item.done")
+    block_item_position = block_types.index("response.output_item.added")
+    assert original_done_position < block_item_position, (
+        "the in-progress original item must be closed before the block item is appended"
+    )
+    assert payloads[original_done_position]["item"]["id"] == "msg_orig"
+    assert payloads[block_item_position]["output_index"] == 1, (
+        "the block item must continue after the original output item"
+    )
+    completed = payloads[-1]["response"]
+    assert completed["id"] == "resp_live"
+    assert completed["output"][0]["content"][0]["text"] == BLOCK_MESSAGE
+
+
+@pytest.mark.asyncio
+async def test_responses_end_of_stream_block_reports_original_usage():
+    collected = await _run_hook("/v1/responses", _responses_stream(end=True), end_of_stream_only=True)
+    _assert_no_error_frame(collected)
+    forwarded_types = [chunk["type"] for chunk in collected if isinstance(chunk, dict)]
+    assert "response.completed" not in forwarded_types, (
+        "the original terminal event must be withheld and replaced by the block sequence"
+    )
+    payloads = _sse_payloads(collected)
+    completed = payloads[-1]["response"]
+    assert payloads[-1]["type"] == "response.completed"
+    assert completed["id"] == "resp_live"
+    assert completed["output"][0]["content"][0]["text"] == BLOCK_MESSAGE
+    assert completed["usage"] == {"input_tokens": 7, "output_tokens": 21, "total_tokens": 28}
diff --git a/tests/test_litellm/proxy/guardrails/guardrail_hooks/unified_guardrails/test_unified_guardrail.py b/tests/test_litellm/proxy/guardrails/guardrail_hooks/unified_guardrails/test_unified_guardrail.py
index 0b32558a00a..a28a2a71613 100644
--- a/tests/test_litellm/proxy/guardrails/guardrail_hooks/unified_guardrails/test_unified_guardrail.py
+++ b/tests/test_litellm/proxy/guardrails/guardrail_hooks/unified_guardrails/test_unified_guardrail.py
@@ -1844,7 +1844,8 @@ class TestStreamingHttpErrorFrames:
 
         out = await _drive_stream(UnifiedLLMGuardrails(), guardrail, chunks)
 
-        assert out[:2] == chunks
+        assert out[0] == chunks[0]
+        assert chunks[1] not in out
         frame = out[-1]
         assert isinstance(frame, bytes)
         text = frame.decode()
@@ -1970,3 +1971,271 @@ class TestStreamingGuardrailInformationBucket:
         assert recorded[0]["guardrail_name"] == "audit-recorder"
         assert recorded[0]["guardrail_status"] == "success"
         assert request_data["metadata"]["user_api_key_user_id"] == "user-1"
+
+
+class _ScanCountingGuardrail(CustomGuardrail):
+    """Pass-through guardrail that records every response-side scan payload."""
+
+    def __init__(self, *, sampling_rate=5, end_of_stream_only=False, buffer_until_moderated=False):
+        super().__init__(guardrail_name="scan-counter")
+        self.streaming_sampling_rate = sampling_rate
+        self.streaming_end_of_stream_only = end_of_stream_only
+        self.streaming_buffer_until_moderated = buffer_until_moderated
+        self.guardrail_config = {}
+        self.scans: tuple[dict[str, object], ...] = ()
+
+    def should_run_guardrail(self, data, event_type):  # type: ignore[override]
+        return True
+
+    async def apply_guardrail(self, inputs, request_data, input_type, **kwargs):
+        self.scans = (
+            *self.scans,
+            {
+                "texts": list(inputs.get("texts") or []),
+                "tool_calls": list(inputs.get("tool_calls") or []),
+                "model": inputs.get("model"),
+            },
+        )
+        return inputs
+
+
+def _responses_delta(sequence_number, text):
+    return {
+        "type": "response.output_text.delta",
+        "sequence_number": sequence_number,
+        "item_id": "msg_1",
+        "output_index": 0,
+        "content_index": 0,
+        "delta": text,
+    }
+
+
+def _responses_tail(sequence_number, text):
+    return [
+        {
+            "type": "response.output_text.done",
+            "sequence_number": sequence_number,
+            "item_id": "msg_1",
+            "output_index": 0,
+            "content_index": 0,
+            "text": text,
+        },
+        {
+            "type": "response.completed",
+            "sequence_number": sequence_number + 1,
+            "response": {
+                "model": "gpt-5.6",
+                "output": [{"type": "message", "content": [{"type": "output_text", "text": text}]}],
+            },
+        },
+    ]
+
+
+class TestStreamingScanDedup:
+    """A sampled round whose scan payload matches the previous round (or carries
+    no text yet) is skipped, so a stream is never re-scanned for output the
+    guardrail already cleared. Regression for LIT-6692."""
+
+    @pytest.fixture(autouse=True)
+    def _use_real_mappings(self, monkeypatch):
+        monkeypatch.setattr(
+            unified_module,
+            "endpoint_guardrail_translation_mappings",
+            load_guardrail_translation_mappings(),
+        )
+
+    @pytest.mark.asyncio
+    async def test_chat_terminal_chunk_on_sampled_index_is_scanned_once(self):
+        guardrail = _ScanCountingGuardrail(sampling_rate=3)
+        chunks = [_stream_chunk("a"), _stream_chunk("b"), _stream_chunk("c", finish_reason="stop")]
+
+        out = await _drive_stream(UnifiedLLMGuardrails(), guardrail, chunks)
+
+        assert len(out) == 3
+        assert [scan["texts"] for scan in guardrail.scans] == [["abc"]]
+
+    @pytest.mark.asyncio
+    async def test_chat_round_with_unchanged_text_is_skipped(self):
+        guardrail = _ScanCountingGuardrail(sampling_rate=3)
+        chunks = [
+            _stream_chunk("a"),
+            _stream_chunk("b"),
+            _stream_chunk("c"),
+            _stream_chunk(None),
+            _stream_chunk(None),
+            _stream_chunk(None),
+            _stream_chunk("d", finish_reason="stop"),
+        ]
+
+        out = await _drive_stream(UnifiedLLMGuardrails(), guardrail, chunks)
+
+        assert len(out) == 7
+        assert [scan["texts"] for scan in guardrail.scans] == [["abc"], ["abcd"]]
+
+    @pytest.mark.asyncio
+    async def test_chat_finish_chunk_right_after_a_sampled_round_is_not_rescanned(self):
+        guardrail = _ScanCountingGuardrail(sampling_rate=3)
+        chunks = [_stream_chunk("a"), _stream_chunk("b"), _stream_chunk("c"), _stream_chunk(None, finish_reason="stop")]
+
+        out = await _drive_stream(UnifiedLLMGuardrails(), guardrail, chunks)
+
+        assert len(out) == 4
+        assert [scan["texts"] for scan in guardrail.scans] == [["abc"]]
+
+    @pytest.mark.asyncio
+    async def test_chat_finish_chunk_carrying_tool_calls_is_still_scanned(self):
+        from litellm.types.utils import ChatCompletionDeltaToolCall, Function
+
+        guardrail = _ScanCountingGuardrail(sampling_rate=3)
+        tool_call = ChatCompletionDeltaToolCall(
+            id="call_1", index=0, type="function", function=Function(name="get_weather", arguments='{"city": "Paris"}')
+        )
+        finish = ModelResponseStream(
+            choices=[
+                StreamingChoices(index=0, delta=Delta(content=None, tool_calls=[tool_call]), finish_reason="tool_calls")
+            ]
+        )
+        chunks = [_stream_chunk("a"), _stream_chunk("b"), _stream_chunk("c"), finish]
+
+        out = await _drive_stream(UnifiedLLMGuardrails(), guardrail, chunks)
+
+        assert len(out) == 4
+        assert [scan["texts"] for scan in guardrail.scans] == [["abc"], ["abc"]]
+        assert [call["function"]["name"] for call in guardrail.scans[1]["tool_calls"]] == ["get_weather"]
+
+    @pytest.mark.asyncio
+    async def test_chat_second_choice_finishing_later_still_gets_the_end_scan(self):
+        guardrail = _ScanCountingGuardrail(sampling_rate=3)
+        chunks = [
+            _stream_chunk("a", index=0),
+            _stream_chunk("x", index=1),
+            _stream_chunk("b", finish_reason="stop", index=0),
+            _stream_chunk("y", index=1),
+            _stream_chunk("z", finish_reason="stop", index=1),
+        ]
+
+        await _drive_stream(UnifiedLLMGuardrails(), guardrail, chunks)
+
+        assert len(guardrail.scans) == 2
+        assert any("yz" in text for text in guardrail.scans[-1]["texts"])
+
+    @pytest.mark.asyncio
+    async def test_responses_completed_event_on_sampled_index_is_scanned_once(self):
+        guardrail = _ScanCountingGuardrail(sampling_rate=5)
+        deltas = [_responses_delta(i, f"t{i}") for i in range(8)]
+        full_text = "".join(f"t{i}" for i in range(8))
+        chunks = deltas + _responses_tail(8, full_text)
+
+        out = await _drive_stream(UnifiedLLMGuardrails(), guardrail, chunks, request_route="/v1/responses")
+
+        assert len(out) == 10
+        assert [scan["texts"] for scan in guardrail.scans] == [["t0t1t2t3t4"], [full_text]]
+        assert guardrail.scans[-1]["model"] == "gpt-5.6"
+
+    @pytest.mark.asyncio
+    async def test_responses_completed_right_after_a_sampled_round_is_not_rescanned(self):
+        guardrail = _ScanCountingGuardrail(sampling_rate=5)
+        deltas = [_responses_delta(i, f"t{i}") for i in range(5)]
+        chunks = deltas + _responses_tail(5, "t0t1t2t3t4")
+
+        out = await _drive_stream(UnifiedLLMGuardrails(), guardrail, chunks, request_route="/v1/responses")
+
+        assert len(out) == 7
+        assert [scan["texts"] for scan in guardrail.scans] == [["t0t1t2t3t4"]]
+
+    @pytest.mark.asyncio
+    async def test_responses_completed_carrying_a_function_call_is_still_scanned(self):
+        guardrail = _ScanCountingGuardrail(sampling_rate=5)
+        deltas = [_responses_delta(i, f"t{i}") for i in range(5)]
+        completed = {
+            "type": "response.completed",
+            "sequence_number": 5,
+            "response": {
+                "model": "gpt-5.6",
+                "output": [
+                    {"type": "message", "content": [{"type": "output_text", "text": "t0t1t2t3t4"}]},
+                    {
+                        "type": "function_call",
+                        "id": "fc_1",
+                        "call_id": "call_1",
+                        "name": "get_weather",
+                        "arguments": '{"city": "Paris"}',
+                        "status": "completed",
+                    },
+                ],
+            },
+        }
+        chunks = deltas + [completed]
+
+        out = await _drive_stream(UnifiedLLMGuardrails(), guardrail, chunks, request_route="/v1/responses")
+
+        assert len(out) == 6
+        assert [scan["texts"] for scan in guardrail.scans] == [["t0t1t2t3t4"], ["t0t1t2t3t4"]]
+        assert [call["function"]["name"] for call in guardrail.scans[1]["tool_calls"]] == ["get_weather"]
+
+    @pytest.mark.asyncio
+    async def test_responses_round_with_unchanged_text_is_skipped(self):
+        guardrail = _ScanCountingGuardrail(sampling_rate=5)
+        deltas = [_responses_delta(i, f"t{i}") for i in range(5)]
+        quiet = [{"type": "response.in_progress", "sequence_number": i} for i in range(5, 10)]
+        chunks = deltas + quiet + _responses_tail(10, "t0t1t2t3t4")
+
+        out = await _drive_stream(UnifiedLLMGuardrails(), guardrail, chunks, request_route="/v1/responses")
+
+        assert len(out) == 12
+        assert guardrail.scans == ({"texts": ["t0t1t2t3t4"], "tool_calls": [], "model": None},)
+
+    @pytest.mark.asyncio
+    async def test_responses_tool_call_done_event_is_still_scanned(self):
+        guardrail = _ScanCountingGuardrail(sampling_rate=2)
+        tool_call_done = {
+            "type": "response.output_item.done",
+            "sequence_number": 1,
+            "output_index": 1,
+            "item": {
+                "type": "function_call",
+                "id": "fc_1",
+                "call_id": "call_1",
+                "name": "get_weather",
+                "arguments": '{"city": "Paris"}',
+                "status": "completed",
+            },
+        }
+        chunks = [_responses_delta(0, "hi"), tool_call_done] + _responses_tail(2, "hi")
+
+        out = await _drive_stream(UnifiedLLMGuardrails(), guardrail, chunks, request_route="/v1/responses")
+
+        assert len(out) == 4
+        assert len(guardrail.scans) == 2
+        assert [call["function"]["name"] for call in guardrail.scans[0]["tool_calls"]] == ["get_weather"]
+        assert guardrail.scans[1]["texts"] == ["hi"]
+
+    @pytest.mark.asyncio
+    async def test_anthropic_skips_empty_round_and_terminal_duplicate(self):
+        guardrail = _ScanCountingGuardrail(sampling_rate=2)
+        chunks = _anthropic_message_chunks(["hello ", "world"])
+
+        out = await _drive_stream(UnifiedLLMGuardrails(), guardrail, chunks, request_route="/v1/messages")
+
+        assert out == chunks
+        assert [scan["texts"] for scan in guardrail.scans] == [["hello world"]]
+
+    @pytest.mark.asyncio
+    async def test_end_of_stream_only_still_scans_exactly_once(self):
+        guardrail = _ScanCountingGuardrail(sampling_rate=2, end_of_stream_only=True)
+        chunks = _anthropic_message_chunks(["hello ", "world"])
+
+        out = await _drive_stream(UnifiedLLMGuardrails(), guardrail, chunks, request_route="/v1/messages")
+
+        assert out == chunks
+        assert [scan["texts"] for scan in guardrail.scans] == [["hello world"]]
+
+    @pytest.mark.asyncio
+    async def test_buffer_until_moderated_still_scans_exactly_once_and_releases_every_chunk(self):
+        guardrail = _ScanCountingGuardrail(sampling_rate=1, buffer_until_moderated=True)
+        chunks = [_stream_chunk("a"), _stream_chunk("b"), _stream_chunk("c", finish_reason="stop")]
+
+        out = await _drive_stream(UnifiedLLMGuardrails(), guardrail, chunks)
+
+        assert out == chunks
+        assert [scan["texts"] for scan in guardrail.scans] == [["abc"]]
diff --git a/tests/test_litellm/proxy/guardrails/test_guardrail_endpoints.py b/tests/test_litellm/proxy/guardrails/test_guardrail_endpoints.py
index 9511732fd50..b99dcb062b4 100644
--- a/tests/test_litellm/proxy/guardrails/test_guardrail_endpoints.py
+++ b/tests/test_litellm/proxy/guardrails/test_guardrail_endpoints.py
@@ -104,7 +104,7 @@ def mock_in_memory_handler(mocker):
     mock_handler.get_guardrail_by_id.return_value = MOCK_CONFIG_GUARDRAIL
     mock_handler.get_source.return_value = "config"
     mock_handler.initialize_guardrail = mocker.Mock()
-    mock_handler.update_in_memory_guardrail = mocker.Mock()
+    mock_handler.sync_guardrail_from_db = mocker.Mock()
     mock_handler.delete_in_memory_guardrail = mocker.Mock()
     mock_handler.reconcile_db_guardrails = mocker.Mock(return_value=[])
     return mock_handler
@@ -670,6 +670,37 @@ def test_get_provider_specific_params():
     )  # Literal type should be select
 
 
+@pytest.mark.asyncio
+async def test_provider_specific_params_includes_hide_secrets():
+    """hide-secrets lives in the enterprise package so it is not in
+    guardrail_class_registry; the endpoint must still advertise it or the
+    Add Guardrail UI dropdown never offers it (LIT-3548)."""
+    from litellm.proxy.guardrails.guardrail_endpoints import (
+        get_provider_specific_params,
+    )
+
+    provider_params = await get_provider_specific_params()
+
+    assert "hide-secrets" in provider_params
+    # populateGuardrailProviders() in the dashboard only lists providers whose
+    # entry carries a ui_friendly_name.
+    assert provider_params["hide-secrets"]["ui_friendly_name"] == "Hide Secrets"
+    assert provider_params["hide-secrets"]["detect_secrets_config"]["required"] is False
+
+
+@pytest.mark.asyncio
+async def test_add_guardrail_settings_restricts_hide_secrets_to_pre_call():
+    """hide-secrets only implements async_pre_call_hook, so offering the other
+    modes in the UI would create configs that boot clean and never run."""
+    from litellm.proxy.guardrails.guardrail_endpoints import (
+        get_guardrail_ui_settings,
+    )
+
+    settings = await get_guardrail_ui_settings()
+
+    assert settings.supported_modes_by_provider["hide-secrets"] == ["pre_call"]
+
+
 def test_optional_params_not_returned_when_not_overridden():
     """Test that optional_params is not returned when the config model doesn't override it"""
     from typing import Optional
@@ -1047,13 +1078,15 @@ async def test_create_guardrail_endpoint(
     "scenario,expected_result,expected_exception",
     [
         ("success_with_sync", "test-db-guardrail", None),
-        ("success_sync_fails", "test-db-guardrail", None),
+        ("success_sync_fails_unexpected_error", "test-db-guardrail", None),
+        ("sync_fails_invalid_config", None, HTTPException),
         ("database_failure", None, HTTPException),
         ("no_prisma_client", None, HTTPException),
     ],
     ids=[
         "success_with_immediate_sync",
-        "success_but_sync_fails",
+        "success_but_sync_fails_with_unexpected_error",
+        "sync_rejects_invalid_config",
         "database_error",
         "missing_prisma_client",
     ],
@@ -1073,6 +1106,7 @@ async def test_update_guardrail_endpoint(
     mock_logger = None
     if scenario == "success_with_sync":
         mock_prisma_client = mocker.Mock()
+        mock_in_memory_handler.sync_guardrail_from_db = mocker.Mock()
         mocker.patch("litellm.proxy.proxy_server.prisma_client", mock_prisma_client)
         mocker.patch(
             "litellm.proxy.guardrails.guardrail_endpoints.GUARDRAIL_REGISTRY",
@@ -1083,10 +1117,13 @@ async def test_update_guardrail_endpoint(
             mock_in_memory_handler,
         )
 
-    elif scenario == "success_sync_fails":
+    elif scenario == "success_sync_fails_unexpected_error":
+        # A non-ValueError/TypeError failure is not a config-rejection signal,
+        # so it keeps the pre-existing swallow-and-warn behavior rather than
+        # rolling back the DB write.
         mock_prisma_client = mocker.Mock()
-        mock_in_memory_handler.update_in_memory_guardrail.side_effect = Exception(
-            "Sync failed"
+        mock_in_memory_handler.sync_guardrail_from_db = mocker.Mock(
+            side_effect=Exception("Sync failed")
         )
         mock_logger = mocker.patch(
             "litellm.proxy.guardrails.guardrail_endpoints.verbose_proxy_logger"
@@ -1102,6 +1139,25 @@ async def test_update_guardrail_endpoint(
             mock_in_memory_handler,
         )
 
+    elif scenario == "sync_fails_invalid_config":
+        # Regression for the PUT half of the fix: a TypeError from the sync (the
+        # in-place update_in_memory_guardrail raised exactly this on every PUT)
+        # must roll back the DB write and surface a 422, not persist the
+        # rejected config with a 200.
+        mock_prisma_client = mocker.Mock()
+        mock_in_memory_handler.sync_guardrail_from_db = mocker.Mock(
+            side_effect=TypeError("vars() argument must have __dict__ attribute")
+        )
+        mocker.patch("litellm.proxy.proxy_server.prisma_client", mock_prisma_client)  # test-quality-ok: reused pattern
+        mocker.patch(  # test-quality-ok: reused pattern
+            "litellm.proxy.guardrails.guardrail_endpoints.GUARDRAIL_REGISTRY",
+            mock_guardrail_registry,
+        )
+        mocker.patch(  # test-quality-ok: reused pattern
+            "litellm.proxy.guardrails.guardrail_registry.IN_MEMORY_GUARDRAIL_HANDLER",
+            mock_in_memory_handler,
+        )
+
     elif scenario == "database_failure":
         mock_prisma_client = mocker.Mock()
         mock_guardrail_registry.update_guardrail_in_db.side_effect = Exception(
@@ -1130,6 +1186,16 @@ async def test_update_guardrail_endpoint(
             assert "Database error" in str(exc_info.value.detail)
         elif scenario == "no_prisma_client":
             assert "Prisma client not initialized" in str(exc_info.value.detail)
+        elif scenario == "sync_fails_invalid_config":
+            assert exc_info.value.status_code == 422
+            assert "update rejected" in str(exc_info.value.detail)
+            # Rolled back: update_guardrail_in_db is called once for the
+            # rejected write and once more to restore the previous config.
+            assert mock_guardrail_registry.update_guardrail_in_db.call_count == 2
+            assert (
+                mock_guardrail_registry.update_guardrail_in_db.call_args.kwargs["guardrail"]
+                == MOCK_DB_GUARDRAIL
+            )
 
     else:
         result = await update_guardrail(
@@ -1145,11 +1211,11 @@ async def test_update_guardrail_endpoint(
             prisma_client=mocker.ANY,
         )
 
-        mock_in_memory_handler.update_in_memory_guardrail.assert_called_once_with(
-            guardrail_id="test-guardrail-id", guardrail=mocker.ANY
+        mock_in_memory_handler.sync_guardrail_from_db.assert_called_once_with(
+            guardrail=mocker.ANY
         )
 
-        if scenario == "success_sync_fails":
+        if scenario == "success_sync_fails_unexpected_error":
             assert mock_logger is not None
             mock_logger.warning.assert_called_once()
             assert "Failed to update" in str(mock_logger.warning.call_args)
diff --git a/tests/test_litellm/proxy/guardrails/test_guardrail_registry.py b/tests/test_litellm/proxy/guardrails/test_guardrail_registry.py
index 2c0735970d3..56661b5b843 100644
--- a/tests/test_litellm/proxy/guardrails/test_guardrail_registry.py
+++ b/tests/test_litellm/proxy/guardrails/test_guardrail_registry.py
@@ -1,3 +1,4 @@
+from collections.abc import Iterable
 from unittest.mock import AsyncMock, MagicMock
 
 import pytest
@@ -491,6 +492,144 @@ def test_repeated_db_sync_does_not_accumulate_runner_instances():
             cb_list[:] = snapshot
 
 
+PRESIDIO_SIBLINGS_GID = "55555555-5555-5555-5555-555555555555"
+PRESIDIO_SIBLINGS_NAME = "presidio-siblings"
+
+
+def _presidio_db_guardrail(pii_entities_config: dict[str, str]) -> Guardrail:
+    return Guardrail(
+        guardrail_id=PRESIDIO_SIBLINGS_GID,
+        guardrail_name=PRESIDIO_SIBLINGS_NAME,
+        litellm_params={
+            "guardrail": "presidio",
+            "mode": "pre_call",
+            "default_on": True,
+            "output_parse_pii": True,
+            "presidio_filter_scope": "both",
+            "presidio_analyzer_api_base": "https://fakelink.com/v1/presidio/analyze",
+            "presidio_anonymizer_api_base": "https://fakelink.com/v1/presidio/anonymize",
+            "pii_entities_config": pii_entities_config,
+        },
+    )
+
+
+def _presidio_callbacks_in(cb_list: Iterable[object]) -> list[CustomGuardrail]:
+    return [
+        callback
+        for callback in cb_list
+        if isinstance(callback, CustomGuardrail) and getattr(callback, "guardrail_name", None) == PRESIDIO_SIBLINGS_NAME
+    ]
+
+
+def test_presidio_siblings_are_tracked_and_deleted_together():
+    """
+    A presidio guardrail scoped to both stages registers the pre_call primary plus
+    the post_call unmask and mask-output siblings. Deleting the guardrail must remove
+    all three from every callback list, not just the primary.
+    """
+    import litellm
+
+    handler = InMemoryGuardrailHandler()
+    lists = _all_callback_lists()
+    snapshots = [list(cb_list) for cb_list in lists]
+    try:
+        handler.initialize_guardrail(_presidio_db_guardrail({"EMAIL_ADDRESS": "MASK"}))
+
+        registered = _presidio_callbacks_in(litellm.callbacks)
+        assert len(registered) == 3
+        primary = handler.guardrail_id_to_custom_guardrail[PRESIDIO_SIBLINGS_GID]
+        siblings = handler.guardrail_id_to_sibling_callbacks[PRESIDIO_SIBLINGS_GID]
+        assert primary is registered[0]
+        assert siblings == tuple(registered[1:])
+        assert [sibling.event_hook for sibling in siblings] == [GuardrailEventHooks.post_call] * 2
+
+        for cb_list in lists[1:]:
+            cb_list.extend(registered)
+
+        handler.delete_in_memory_guardrail(PRESIDIO_SIBLINGS_GID)
+
+        for cb_list in lists:
+            assert _presidio_callbacks_in(cb_list) == []
+        assert PRESIDIO_SIBLINGS_GID not in handler.guardrail_id_to_custom_guardrail
+        assert PRESIDIO_SIBLINGS_GID not in handler.guardrail_id_to_sibling_callbacks
+    finally:
+        for cb_list, snapshot in zip(lists, snapshots):
+            cb_list[:] = snapshot
+
+
+def test_update_in_memory_guardrail_reaches_presidio_siblings_and_keeps_their_stage():
+    import litellm
+
+    handler = InMemoryGuardrailHandler()
+    lists = _all_callback_lists()
+    snapshots = [list(cb_list) for cb_list in lists]
+    try:
+        handler.initialize_guardrail(_presidio_db_guardrail({"EMAIL_ADDRESS": "MASK", "IP_ADDRESS": "MASK"}))
+        tracked = _presidio_callbacks_in(litellm.callbacks)
+        roles_before = [
+            (callback.apply_to_output, callback.output_parse_pii, callback.event_hook) for callback in tracked
+        ]
+        assert roles_before == [
+            (False, True, [GuardrailEventHooks.pre_call, GuardrailEventHooks.post_call]),
+            (False, True, GuardrailEventHooks.post_call),
+            (True, False, GuardrailEventHooks.post_call),
+        ]
+
+        updated = Guardrail(
+            guardrail_id=PRESIDIO_SIBLINGS_GID,
+            guardrail_name=PRESIDIO_SIBLINGS_NAME,
+            litellm_params=LitellmParams(
+                guardrail="presidio",
+                mode="pre_call",
+                default_on=True,
+                output_parse_pii=True,
+                presidio_filter_scope="both",
+                presidio_analyzer_api_base="https://fakelink.com/v1/presidio/analyze",
+                presidio_anonymizer_api_base="https://fakelink.com/v1/presidio/anonymize",
+                pii_entities_config={"EMAIL_ADDRESS": "MASK"},
+            ),
+        )
+        handler.update_in_memory_guardrail(guardrail_id=PRESIDIO_SIBLINGS_GID, guardrail=updated)
+
+        assert [callback.pii_entities_config for callback in tracked] == [{"EMAIL_ADDRESS": "MASK"}] * 3
+        assert [
+            (callback.apply_to_output, callback.output_parse_pii, callback.event_hook) for callback in tracked
+        ] == roles_before
+        assert _presidio_callbacks_in(litellm.callbacks) == tracked
+    finally:
+        for cb_list, snapshot in zip(lists, snapshots):
+            cb_list[:] = snapshot
+
+
+def test_repeated_db_sync_replaces_presidio_siblings_instead_of_leaking_stale_ones():
+    """
+    The callback manager dedupes custom loggers by their scalar attributes, so a
+    leaked post_call sibling blocks the re-initialized sibling from registering and
+    keeps serving the previous entity config. After every DB re-sync, each callback
+    list must hold exactly the three current instances, all on the latest config.
+    """
+    import litellm
+
+    handler = InMemoryGuardrailHandler()
+    lists = _all_callback_lists()
+    snapshots = [list(cb_list) for cb_list in lists]
+    try:
+        entity_configs = [{"EMAIL_ADDRESS": "MASK"}, {"EMAIL_ADDRESS": "MASK", "IP_ADDRESS": "MASK"}]
+        for cycle in range(4):
+            latest = entity_configs[cycle % 2]
+            handler.sync_guardrail_from_db(_presidio_db_guardrail(latest))
+            for cb_list in lists[1:]:
+                cb_list.extend(_presidio_callbacks_in(litellm.callbacks))
+
+            for cb_list in lists:
+                current = _presidio_callbacks_in(cb_list)
+                assert len({id(callback) for callback in current}) == 3
+                assert all(callback.pii_entities_config == latest for callback in current)
+    finally:
+        for cb_list, snapshot in zip(lists, snapshots):
+            cb_list[:] = snapshot
+
+
 def _judge_guardrail(guardrail_id: str) -> Guardrail:
     return Guardrail(
         guardrail_id=guardrail_id,
@@ -774,3 +913,96 @@ def test_reinitialize_guardrail_restores_previous_on_failure():
         assert restored.guardrail_name == "restore-me"
     finally:
         registry_module.guardrail_initializer_registry.pop("restore_test", None)
+
+
+def test_reinitialize_guardrail_raises_value_error_for_non_value_error_init_failures():
+    """Regression for the LIT-6479 fix's 422 path: a constructor failure that is not
+    already a ValueError/TypeError (re.error from an invalid regex has neither in its
+    MRO) must still surface as ValueError, so the PUT/PATCH endpoints' rollback+422
+    catch is exhaustive instead of warn-and-200 persisting a broken config."""
+    import re
+
+    from litellm.proxy.guardrails import guardrail_registry as registry_module
+
+    def _initializer(litellm_params, guardrail):
+        if litellm_params.api_key == "bad-regex":
+            re.compile("([")
+        return CustomGuardrail(
+            guardrail_name=guardrail["guardrail_name"],
+            event_hook=GuardrailEventHooks.pre_call,
+            default_on=True,
+        )
+
+    registry_module.guardrail_initializer_registry["regex_test"] = _initializer
+    try:
+        handler = InMemoryGuardrailHandler()
+        created = handler.initialize_guardrail(
+            guardrail={
+                "guardrail_name": "regex-me",
+                "litellm_params": {"guardrail": "regex_test", "mode": "pre_call", "api_key": "ok"},
+            },
+        )
+        guardrail_id = created["guardrail_id"]
+
+        with pytest.raises(ValueError, match="Guardrail initialization failed") as excinfo:
+            handler.reinitialize_guardrail(
+                guardrail={
+                    "guardrail_id": guardrail_id,
+                    "guardrail_name": "regex-me",
+                    "litellm_params": {"guardrail": "regex_test", "mode": "pre_call", "api_key": "bad-regex"},
+                },
+            )
+
+        assert isinstance(excinfo.value.__cause__, re.error)
+        assert guardrail_id in handler.IN_MEMORY_GUARDRAILS
+        restored = handler.guardrail_id_to_custom_guardrail[guardrail_id]
+        assert restored is not None and restored.guardrail_name == "regex-me"
+    finally:
+        registry_module.guardrail_initializer_registry.pop("regex_test", None)
+
+
+def test_sync_guardrail_from_db_applies_db_dict_params_to_live_instance():
+    """
+    Regression for PUT /guardrails/{id}: the DB row arrives with litellm_params as
+    a plain jsonb dict, and the in-place update_in_memory_guardrail cast it to
+    LitellmParams without constructing one, so vars() raised and the running proxy
+    kept enforcing the stale config forever. The PUT endpoint now routes through
+    sync_guardrail_from_db, which must rebuild the live instance from the dict:
+    new blocked words compiled in, old ones gone, and the event hook re-derived
+    from mode (the base-class setattr path wrote self.mode while dispatch reads
+    self.event_hook, so only a full re-init applies a mode change).
+    """
+    from litellm.proxy.guardrails.guardrail_hooks.litellm_content_filter.content_filter import (
+        ContentFilterGuardrail,
+    )
+
+    handler = InMemoryGuardrailHandler()
+    gid = "66666666-6666-6666-6666-666666666666"
+
+    def db_guardrail(word: str, mode: str) -> Guardrail:
+        return Guardrail(
+            guardrail_id=gid,
+            guardrail_name="cf-put-sync",
+            litellm_params={
+                "guardrail": "litellm_content_filter",
+                "mode": mode,
+                "default_on": True,
+                "blocked_words": [{"keyword": word, "action": "BLOCK"}],
+            },
+        )
+
+    lists = _all_callback_lists()
+    snapshots = [list(cb_list) for cb_list in lists]
+    try:
+        handler.sync_guardrail_from_db(db_guardrail("foobarblock", "pre_call"))
+        handler.sync_guardrail_from_db(db_guardrail("quxnewblock", "during_call"))
+
+        instance = handler.guardrail_id_to_custom_guardrail[gid]
+        assert isinstance(instance, ContentFilterGuardrail)
+        assert instance._check_blocked_words("hello QUXNEWBLOCK") is not None
+        assert instance._check_blocked_words("hello FOOBARBLOCK") is None
+        assert instance.event_hook == GuardrailEventHooks.during_call
+        assert instance.should_run_guardrail(data={}, event_type=GuardrailEventHooks.during_call) is True
+    finally:
+        for cb_list, snapshot in zip(lists, snapshots):
+            cb_list[:] = snapshot
diff --git a/tests/test_litellm/proxy/management_endpoints/scim/test_scim_v2_endpoints.py b/tests/test_litellm/proxy/management_endpoints/scim/test_scim_v2_endpoints.py
index 957f9fde645..1697b77b99a 100644
--- a/tests/test_litellm/proxy/management_endpoints/scim/test_scim_v2_endpoints.py
+++ b/tests/test_litellm/proxy/management_endpoints/scim/test_scim_v2_endpoints.py
@@ -1,7 +1,8 @@
 import logging
 import time
-from collections.abc import Mapping
+from collections.abc import Callable, Mapping, Sequence
 from itertools import chain
+from types import MappingProxyType
 from typing import Final
 from unittest.mock import AsyncMock, MagicMock, call
 
@@ -38,6 +39,7 @@ from litellm.proxy.management_endpoints.scim.scim_v2 import (
     get_groups,
     get_users,
     get_service_provider_config,
+    merge_placeholder,
     patch_group,
     patch_team_membership,
     patch_user,
@@ -52,6 +54,7 @@ from litellm.types.proxy.management_endpoints.scim_v2 import (
     SCIMMember,
     SCIMPatchOp,
     SCIMPatchOperation,
+    SCIMPlaceholderMergeResult,
     SCIMServiceProviderConfig,
     SCIMUser,
     SCIMUserEmail,
@@ -778,13 +781,17 @@ async def test_handle_existing_user_by_email_without_teams_preserves_memberships
         "litellm.proxy.management_endpoints.scim.scim_v2.ScimTransformations.transform_litellm_user_to_scim_user",
         AsyncMock(return_value=None),
     )
-    mock_team_member_add = mocker.patch(  # test-quality-ok: roster helpers are module-level, not injectable into the helper
-        "litellm.proxy.management_endpoints.scim.scim_v2.team_member_add",
-        AsyncMock(),
+    mock_team_member_add = (
+        mocker.patch(  # test-quality-ok: roster helpers are module-level, not injectable into the helper
+            "litellm.proxy.management_endpoints.scim.scim_v2.team_member_add",
+            AsyncMock(),
+        )
     )
-    mock_team_member_delete = mocker.patch(  # test-quality-ok: roster helpers are module-level, not injectable into the helper
-        "litellm.proxy.management_endpoints.scim.scim_v2.team_member_delete",
-        AsyncMock(),
+    mock_team_member_delete = (
+        mocker.patch(  # test-quality-ok: roster helpers are module-level, not injectable into the helper
+            "litellm.proxy.management_endpoints.scim.scim_v2.team_member_delete",
+            AsyncMock(),
+        )
     )
 
     new_user_request = NewUserRequest(
@@ -1645,6 +1652,25 @@ async def test_update_group_e2e(mocker):
     ScimTransformations.transform_litellm_team_to_scim_group.assert_called_once_with(updated_team)
 
 
+def _rows_by_exact_id(
+    user_row: Callable[[Mapping[str, str]], LiteLLM_UserTable | MagicMock | None],
+) -> Callable[..., tuple[LiteLLM_UserTable | MagicMock, ...]]:
+    """``find_many`` stand-in for the classifier's cross-field read on a table where a
+    member value only ever matches as an exact ``user_id``."""
+
+    def rows(where: Mapping[str, object], take: int | None = None) -> tuple[LiteLLM_UserTable | MagicMock, ...]:
+        clauses: Final = where["OR"]
+        assert isinstance(clauses, list)
+        found: Final = tuple(user_row(clause) for clause in clauses if "user_id" in clause)
+        return tuple(row for row in found if row is not None)
+
+    return rows
+
+
+def _user_row_for(where: Mapping[str, str]) -> LiteLLM_UserTable:
+    return LiteLLM_UserTable(user_id=where["user_id"])
+
+
 @pytest.mark.asyncio
 async def test_create_group_with_nonexistent_users_rejects(mocker, monkeypatch):
     """
@@ -1696,9 +1722,8 @@ async def test_create_group_with_nonexistent_users_rejects(mocker, monkeypatch):
             return mock_user
         return None  # new-user-1 and new-user-2 don't exist
 
-    mock_prisma_client.db.litellm_usertable.find_unique = AsyncMock(side_effect=mock_user_lookup)
     mock_prisma_client.db.litellm_usertable.find_first = AsyncMock(return_value=None)
-    mock_prisma_client.db.litellm_usertable.find_many = AsyncMock(return_value=[])
+    mock_prisma_client.db.litellm_usertable.find_many = AsyncMock(side_effect=_rows_by_exact_id(mock_user_lookup))
 
     # Mock dependencies
     mocker.patch(
@@ -1782,9 +1807,8 @@ async def test_update_group_with_nonexistent_users_rejects(mocker, monkeypatch):
             return mock_user
         return None  # new-user-3 and new-user-4 don't exist
 
-    mock_prisma_client.db.litellm_usertable.find_unique = AsyncMock(side_effect=mock_user_lookup)
     mock_prisma_client.db.litellm_usertable.find_first = AsyncMock(return_value=None)
-    mock_prisma_client.db.litellm_usertable.find_many = AsyncMock(return_value=[])
+    mock_prisma_client.db.litellm_usertable.find_many = AsyncMock(side_effect=_rows_by_exact_id(mock_user_lookup))
 
     # Mock dependencies
     mocker.patch(
@@ -1853,9 +1877,8 @@ async def test_create_group_with_nonexistent_users_creates_when_flag_true(mocker
             return mock_user
         return None  # new-user-1 and new-user-2 don't exist
 
-    mock_prisma_client.db.litellm_usertable.find_unique = AsyncMock(side_effect=mock_user_lookup)
     mock_prisma_client.db.litellm_usertable.find_first = AsyncMock(return_value=None)
-    mock_prisma_client.db.litellm_usertable.find_many = AsyncMock(return_value=[])
+    mock_prisma_client.db.litellm_usertable.find_many = AsyncMock(side_effect=_rows_by_exact_id(mock_user_lookup))
 
     # Mock user creation
     created_user_1 = NewUserResponse(user_id="new-user-1", key="test-key-1")
@@ -1943,9 +1966,8 @@ async def test_extract_group_member_ids_with_flag_true_creates_users(mocker, mon
             return mock_user
         return None  # new-user-1 doesn't exist
 
-    mock_prisma_client.db.litellm_usertable.find_unique = AsyncMock(side_effect=mock_user_lookup)
     mock_prisma_client.db.litellm_usertable.find_first = AsyncMock(return_value=None)
-    mock_prisma_client.db.litellm_usertable.find_many = AsyncMock(return_value=[])
+    mock_prisma_client.db.litellm_usertable.find_many = AsyncMock(side_effect=_rows_by_exact_id(mock_user_lookup))
 
     # Mock user creation
     created_user = NewUserResponse(user_id="new-user-1", key="test-key-1")
@@ -2013,9 +2035,8 @@ async def test_extract_group_member_ids_with_flag_false_rejects(mocker, monkeypa
             return mock_user
         return None  # new-user-1 doesn't exist
 
-    mock_prisma_client.db.litellm_usertable.find_unique = AsyncMock(side_effect=mock_user_lookup)
     mock_prisma_client.db.litellm_usertable.find_first = AsyncMock(return_value=None)
-    mock_prisma_client.db.litellm_usertable.find_many = AsyncMock(return_value=[])
+    mock_prisma_client.db.litellm_usertable.find_many = AsyncMock(side_effect=_rows_by_exact_id(mock_user_lookup))
 
     # Mock dependencies
     mocker.patch(
@@ -3121,8 +3142,7 @@ async def test_process_group_patch_operations_add_retains_existing_members(mocke
     mock_prisma_client.db = mocker.MagicMock()
     mock_prisma_client.db.litellm_usertable = mocker.MagicMock()
     # new-user already exists in the DB
-    mock_prisma_client.db.litellm_usertable.find_unique = AsyncMock(return_value=mocker.MagicMock(user_id="new-user"))
-    mock_prisma_client.db.litellm_usertable.find_many = AsyncMock(return_value=())
+    mock_prisma_client.db.litellm_usertable.find_many = AsyncMock(return_value=(mocker.MagicMock(user_id="new-user"),))
 
     _, final_members, _ = await _process_group_patch_operations(
         patch_ops=patch_ops,
@@ -3415,8 +3435,7 @@ async def test_patch_group_add_applies_delta_and_keeps_concurrent_add(mocker):
     )
     mock_prisma_client.db.litellm_teamtable.update = AsyncMock(return_value=final_team)
     mock_prisma_client.db.litellm_usertable = mocker.MagicMock()
-    mock_prisma_client.db.litellm_usertable.find_unique = AsyncMock(return_value=mocker.MagicMock())
-    mock_prisma_client.db.litellm_usertable.find_many = AsyncMock(return_value=())
+    mock_prisma_client.db.litellm_usertable.find_many = AsyncMock(side_effect=_rows_by_exact_id(_user_row_for))
 
     mocker.patch(
         "litellm.proxy.management_endpoints.scim.scim_v2._get_prisma_client_or_raise_exception",
@@ -3509,8 +3528,7 @@ async def test_patch_group_replace_stays_absolute_against_concurrent_roster(mock
     )
     mock_prisma_client.db.litellm_teamtable.update = AsyncMock(return_value=final_team)
     mock_prisma_client.db.litellm_usertable = mocker.MagicMock()
-    mock_prisma_client.db.litellm_usertable.find_unique = AsyncMock(return_value=mocker.MagicMock())
-    mock_prisma_client.db.litellm_usertable.find_many = AsyncMock(return_value=())
+    mock_prisma_client.db.litellm_usertable.find_many = AsyncMock(side_effect=_rows_by_exact_id(_user_row_for))
 
     mocker.patch(
         "litellm.proxy.management_endpoints.scim.scim_v2._get_prisma_client_or_raise_exception",
@@ -3640,8 +3658,7 @@ async def test_process_group_patch_add_filtered_path_without_value(mocker):
     prisma_client = mocker.MagicMock()
     prisma_client.db = mocker.MagicMock()
     prisma_client.db.litellm_usertable = mocker.MagicMock()
-    prisma_client.db.litellm_usertable.find_unique = AsyncMock(return_value=LiteLLM_UserTable(user_id="user-3"))
-    prisma_client.db.litellm_usertable.find_many = AsyncMock(return_value=())
+    prisma_client.db.litellm_usertable.find_many = AsyncMock(return_value=(LiteLLM_UserTable(user_id="user-3"),))
 
     _, final_members, _ = await _process_group_patch_operations(
         patch_ops=patch_ops,
@@ -3733,12 +3750,14 @@ def _member_resolution_prisma(
         starts folding it, fails here instead of passing.
 
         A caller that must know which accounts match rather than merely how many
-        passes take=None, so an unbounded read returns every match.
+        passes take=None, so an unbounded read returns every match. The row keyed by
+        the value comes last, the order a bounded read is least prepared for, since
+        the database promises no order at all.
         """
         clauses: Final = where["OR"]
         assert isinstance(clauses, list)
         fields: Final = tuple(next(iter(clause)) for clause in clauses)
-        assert fields == ("sso_user_id", "user_email"), fields
+        assert fields in (("user_id", "sso_user_id", "user_email"), ("sso_user_id", "user_email")), fields
 
         def comparison(clause: Mapping[str, object]) -> tuple[str, bool]:
             """The needle and whether production asked for a case-insensitive compare,
@@ -3749,8 +3768,9 @@ def _member_resolution_prisma(
             assert isinstance(criterion, dict), criterion
             return criterion["equals"], criterion.get("mode") == "insensitive"
 
-        sso_needle, sso_insensitive = comparison(clauses[0])
-        email_needle, email_insensitive = comparison(clauses[1])
+        by_field: Final = dict(zip(fields, (comparison(clause) for clause in clauses)))
+        sso_needle, sso_insensitive = by_field["sso_user_id"]
+        email_needle, email_insensitive = by_field["user_email"]
 
         def same(stored: str, needle: str, insensitive: bool) -> bool:
             return stored.casefold() == needle.casefold() if insensitive else stored == needle
@@ -3768,6 +3788,11 @@ def _member_resolution_prisma(
                     if same(email, email_needle, email_insensitive)
                     for user_id in user_ids
                 ),
+                (
+                    user_id
+                    for user_id in users
+                    if "user_id" in by_field and same(user_id, by_field["user_id"][0], by_field["user_id"][1])
+                ),
             )
         )
         found: Final = tuple(dict.fromkeys(matched))
@@ -4452,9 +4477,11 @@ async def test_create_group_applies_default_team_params(
         "litellm.proxy.management_endpoints.scim.scim_v2._get_prisma_client_or_raise_exception",
         AsyncMock(return_value=_member_resolution_prisma(mocker, users=set(), teams=set())),
     )
-    new_team_mock = mocker.patch(  # test-quality-ok: endpoint collaborators are module-level, not injectable into create_group
-        "litellm.proxy.management_endpoints.scim.scim_v2.new_team",
-        AsyncMock(return_value=mocker.MagicMock()),
+    new_team_mock = (
+        mocker.patch(  # test-quality-ok: endpoint collaborators are module-level, not injectable into create_group
+            "litellm.proxy.management_endpoints.scim.scim_v2.new_team",
+            AsyncMock(return_value=mocker.MagicMock()),
+        )
     )
     mocker.patch(  # test-quality-ok: endpoint collaborators are module-level, not injectable into create_group
         "litellm.proxy.management_endpoints.scim.scim_v2.ScimTransformations.transform_litellm_team_to_scim_group",
@@ -4611,9 +4638,15 @@ async def test_resolve_group_member_ids_dedupes_repeated_member(mocker, scim_ups
 
 
 def _identity_lookup(value: str) -> object:
-    """The single cross-field lookup the classifier is expected to issue."""
+    """The single cross-field lookup the classifier is expected to issue per member."""
     return call(
-        where={"OR": [{"sso_user_id": value}, {"user_email": {"equals": value, "mode": "insensitive"}}]},
+        where={
+            "OR": [
+                {"user_id": value},
+                {"sso_user_id": value},
+                {"user_email": {"equals": value, "mode": "insensitive"}},
+            ]
+        },
         take=2,
     )
 
@@ -4903,9 +4936,7 @@ async def test_process_group_patch_remove_by_the_id_the_directory_added_with(
 
 
 @pytest.mark.asyncio
-async def test_process_group_patch_remove_still_drops_a_placeholder_by_its_literal_id(
-    mocker, scim_upsert_user_enabled
-):
+async def test_process_group_patch_remove_still_drops_a_placeholder_by_its_literal_id(mocker, scim_upsert_user_enabled):
     """An earlier release put unmatched ids on the roster verbatim, so a remove has to
     keep clearing the id as written even once it also resolves."""
     patch_ops = SCIMPatchOp(
@@ -4916,7 +4947,10 @@ async def test_process_group_patch_remove_still_drops_a_placeholder_by_its_liter
         team_id="parent-group",
         team_alias="Parent Group",
         members=[],
-        members_with_roles=[Member(user_id="legacy@example.com", role="user"), Member(user_id="keep-user", role="user")],
+        members_with_roles=[
+            Member(user_id="legacy@example.com", role="user"),
+            Member(user_id="keep-user", role="user"),
+        ],
     )
 
     _, final_members, _ = await _process_group_patch_operations(
@@ -5081,11 +5115,8 @@ async def test_process_group_patch_remove_refuses_when_two_members_share_the_id(
     assert "more than one member of this group" in str(exc_info.value.detail)
 
 
-
 @pytest.mark.asyncio
-async def test_resolve_group_member_ids_exact_user_id_wins_when_it_names_nobody_else(
-    mocker, scim_upsert_user_enabled
-):
+async def test_resolve_group_member_ids_exact_user_id_wins_when_it_names_nobody_else(mocker, scim_upsert_user_enabled):
     """The canonical user id stays authoritative, including when the same account also
     holds that value as its email, which is how a SCIM-provisioned account is keyed."""
     prisma_client = _member_resolution_prisma(
@@ -5147,10 +5178,79 @@ async def test_resolve_group_member_ids_refuses_a_user_id_that_names_another_acc
     assert exc_info.value.status_code == 400
     assert "member-id" in str(exc_info.value.detail)
     create_user_mock.assert_not_called()
-    assert any(
-        record.levelno >= logging.WARNING and "someone-else" in record.getMessage() for record in caplog.records
+    assert any(record.levelno >= logging.WARNING and "someone-else" in record.getMessage() for record in caplog.records)
+
+
+@pytest.mark.asyncio
+async def test_resolve_group_member_ids_reads_the_exact_id_when_two_other_accounts_fill_the_lookup(
+    mocker, scim_upsert_user_enabled
+):
+    """A value that is one account's id and two other accounts' identities fills the
+    bounded lookup with the other two. The account keyed by the value must still be
+    found, or the id would lose its precedence and a non-canonical type would skip
+    a member that names a real user."""
+    prisma_client = _member_resolution_prisma(
+        mocker,
+        users={"shared"},
+        teams=set(),
+        sso_user_id_to_user_id={"shared": "by-sso"},
+        email_to_user_id={"shared": "by-email"},
+    )
+    create_user_mock = mocker.patch(  # test-quality-ok: user creation is module-level, not injectable into the resolver
+        "litellm.proxy.management_endpoints.scim.scim_v2._create_user_if_not_exists",
+        AsyncMock(return_value=None),
     )
 
+    with pytest.raises(HTTPException) as exc_info:
+        await _resolve_group_member_ids(
+            members=[SCIMMember(value="shared", type="direct")],
+            created_via="scim_group_membership",
+            prisma_client=prisma_client,
+        )
+
+    assert exc_info.value.status_code == 400
+    assert "shared" in str(exc_info.value.detail)
+    create_user_mock.assert_not_called()
+    assert prisma_client.db.litellm_usertable.find_many.await_args_list == [_identity_lookup("shared")]
+    prisma_client.db.litellm_usertable.find_unique.assert_awaited_once_with(where={"user_id": "shared"})
+
+
+@pytest.mark.asyncio
+async def test_resolve_group_member_ids_reads_the_user_table_once_per_member(mocker, scim_upsert_user_enabled):
+    """Every member costs one read of the user table, however it resolves: by its exact
+    id (which still outranks a non-canonical type), by identity, as a SCIM team, or not
+    at all. Looking the exact id up on its own before the identity read doubled the
+    reads of a push, and the identity read is a scan."""
+    prisma_client = _member_resolution_prisma(
+        mocker,
+        users={"by-id"},
+        teams={"by-team"},
+        email_to_user_id={"by-email@example.com": "email-user"},
+    )
+    mocker.patch(  # test-quality-ok: user creation is module-level, not injectable into the resolver
+        "litellm.proxy.management_endpoints.scim.scim_v2._create_user_if_not_exists",
+        AsyncMock(return_value=NewUserResponse(user_id="nobody", key="key")),
+    )
+
+    result = await _resolve_group_member_ids(
+        members=[
+            SCIMMember(value="by-id", type="direct"),
+            SCIMMember(value="by-email@example.com"),
+            SCIMMember(value="by-team"),
+            SCIMMember(value="nobody"),
+        ],
+        created_via="scim_group_membership",
+        prisma_client=prisma_client,
+    )
+
+    assert result.all_member_ids == ["by-id", "email-user", "nobody"]
+    prisma_client.db.litellm_usertable.find_unique.assert_not_awaited()
+    assert prisma_client.db.litellm_usertable.find_many.await_args_list == [
+        _identity_lookup("by-id"),
+        _identity_lookup("by-email@example.com"),
+        _identity_lookup("by-team"),
+        _identity_lookup("nobody"),
+    ]
 
 
 @pytest.mark.asyncio
@@ -5536,10 +5636,7 @@ async def test_resolve_group_member_ids_admits_member_created_concurrently(mocke
     the member is still admitted: the id resolves to a real user row, so failing
     or dropping it would be wrong either way."""
     prisma_client = _member_resolution_prisma(mocker, users=set(), teams=set())
-    prisma_client.db.litellm_usertable.find_unique = AsyncMock(
-        side_effect=[None, LiteLLM_UserTable(user_id="raced-user")]
-    )
-    prisma_client.db.litellm_usertable.find_many = AsyncMock(return_value=())
+    prisma_client.db.litellm_usertable.find_unique = AsyncMock(return_value=LiteLLM_UserTable(user_id="raced-user"))
     mocker.patch(
         "litellm.proxy.management_endpoints.scim.scim_v2._create_user_if_not_exists",
         AsyncMock(return_value=None),
@@ -5619,3 +5716,196 @@ async def test_patch_group_404s_when_team_deleted_mid_request(mocker):
 
     assert exc_info.value.code == "404"
     assert f"Group not found with ID: {group_id}" in exc_info.value.message
+
+
+_SHADOW_MEMBER_VALUE: Final = "00u1shadow"
+_SHADOWED_ACCOUNT: Final = "real-1"
+_SHADOWED_GROUP: Final = "grp-eng"
+
+
+def _shadowed_tenant_rows() -> tuple[LiteLLM_UserTable, ...]:
+    """A placeholder keyed by the raw member value, and the real account that value names by SSO id."""
+    return (
+        LiteLLM_UserTable(user_id=_SHADOW_MEMBER_VALUE, user_email=_SHADOW_MEMBER_VALUE, teams=[_SHADOWED_GROUP]),
+        LiteLLM_UserTable(user_id=_SHADOWED_ACCOUNT, user_email="alice@example.com", sso_user_id=_SHADOW_MEMBER_VALUE),
+    )
+
+
+def _shadow_tenant_prisma(
+    mocker: MockerFixture,
+    *,
+    rows: Sequence[LiteLLM_UserTable],
+    keys_owned_by: Mapping[str, int] = MappingProxyType({}),
+) -> MagicMock:
+    """Prisma fake whose user rows are live: deleting one removes it from every later lookup."""
+    users: Final[dict[str, LiteLLM_UserTable]] = {row.user_id: row for row in rows}
+    team: Final = LiteLLM_TeamTable(
+        team_id=_SHADOWED_GROUP,
+        members=[_SHADOW_MEMBER_VALUE],
+        members_with_roles=[Member(user_id=_SHADOW_MEMBER_VALUE, role="user")],
+        metadata={SCIM_MANAGED_TEAM_METADATA_KEY: True},
+    )
+
+    async def find_unique(where: Mapping[str, str]) -> LiteLLM_UserTable | None:
+        return users.get(where["user_id"])
+
+    def clause_matches(row: LiteLLM_UserTable, clause: Mapping[str, object]) -> bool:
+        if "user_id" in clause:
+            return row.user_id == clause["user_id"]
+        if "sso_user_id" in clause:
+            return row.sso_user_id == clause["sso_user_id"]
+        email_filter: Final = clause["user_email"]
+        assert isinstance(email_filter, dict)
+        return (row.user_email or "").casefold() == str(email_filter["equals"]).casefold()
+
+    async def identity_rows(where: Mapping[str, object], take: int | None = None) -> tuple[LiteLLM_UserTable, ...]:
+        clauses: Final = where["OR"]
+        assert isinstance(clauses, list)
+        matched: Final = tuple(row for row in users.values() if any(clause_matches(row, clause) for clause in clauses))
+        return matched[:take] if take else matched
+
+    async def delete(where: Mapping[str, str]) -> LiteLLM_UserTable | None:
+        return users.pop(where["user_id"], None)
+
+    async def keys_for(where: Mapping[str, object]) -> tuple[MagicMock, ...]:
+        return tuple(mocker.MagicMock() for _ in range(keys_owned_by.get(str(where["user_id"]), 0)))
+
+    async def team_lookup(where: Mapping[str, str]) -> LiteLLM_TeamTable | None:
+        return team if where["team_id"] == team.team_id else None
+
+    prisma_client = mocker.MagicMock()
+    prisma_client.db = mocker.MagicMock()
+    prisma_client.db.litellm_usertable = mocker.MagicMock()
+    prisma_client.db.litellm_usertable.find_unique = AsyncMock(side_effect=find_unique)
+    prisma_client.db.litellm_usertable.find_many = AsyncMock(side_effect=identity_rows)
+    prisma_client.db.litellm_usertable.delete = AsyncMock(side_effect=delete)
+    prisma_client.db.litellm_teamtable = mocker.MagicMock()
+    prisma_client.db.litellm_teamtable.find_unique = AsyncMock(side_effect=team_lookup)
+    prisma_client.db.litellm_teamtable.update = AsyncMock(return_value=team)
+    prisma_client.db.litellm_verificationtoken = mocker.MagicMock()
+    prisma_client.db.litellm_verificationtoken.find_many = AsyncMock(side_effect=keys_for)
+    prisma_client.db.litellm_invitationlink = mocker.MagicMock(delete_many=AsyncMock(return_value=0))
+    prisma_client.db.litellm_organizationmembership = mocker.MagicMock(delete_many=AsyncMock(return_value=0))
+    prisma_client.db.litellm_teammembership = mocker.MagicMock(delete_many=AsyncMock(return_value=0))
+    return prisma_client
+
+
+@pytest.fixture
+def shadowed_tenant(mocker, monkeypatch, scim_upsert_user_enabled) -> MagicMock:
+    from litellm.proxy import proxy_server
+
+    prisma_client: Final = _shadow_tenant_prisma(mocker, rows=_shadowed_tenant_rows())
+    monkeypatch.setattr(proxy_server, "prisma_client", prisma_client)
+    return prisma_client
+
+
+async def _push_shadow_member(prisma_client: MagicMock):
+    return await _resolve_group_member_ids(
+        members=[SCIMMember(value=_SHADOW_MEMBER_VALUE)],
+        created_via="scim_group_membership",
+        prisma_client=prisma_client,
+    )
+
+
+@pytest.mark.asyncio
+async def test_merge_placeholder_hands_the_group_to_the_shadowed_account(mocker, shadowed_tenant):
+    """Every group push of the shadowing value is refused until the placeholder is folded into
+    the real account; after the merge the same push resolves to that account."""
+    team_member_add_mock = (
+        mocker.patch(  # test-quality-ok: roster helpers are module-level, not injectable into the endpoint
+            "litellm.proxy.management_endpoints.scim.scim_v2.team_member_add", AsyncMock()
+        )
+    )
+    team_member_delete_mock = (
+        mocker.patch(  # test-quality-ok: roster helpers are module-level, not injectable into the endpoint
+            "litellm.proxy.management_endpoints.scim.scim_v2.team_member_delete", AsyncMock()
+        )
+    )
+
+    with pytest.raises(HTTPException) as before:
+        await _push_shadow_member(shadowed_tenant)
+    assert before.value.status_code == 400
+
+    result: Final = await merge_placeholder(user_id=_SHADOW_MEMBER_VALUE)
+
+    assert result == SCIMPlaceholderMergeResult(
+        placeholder_user_id=_SHADOW_MEMBER_VALUE,
+        merged_into_user_id=_SHADOWED_ACCOUNT,
+        team_ids=(_SHADOWED_GROUP,),
+    )
+    added: Final = team_member_add_mock.call_args.kwargs["data"]
+    assert (added.team_id, added.member.user_id) == (_SHADOWED_GROUP, _SHADOWED_ACCOUNT)
+    dropped: Final = team_member_delete_mock.call_args.kwargs["data"]
+    assert (dropped.team_id, dropped.user_id) == (_SHADOWED_GROUP, _SHADOW_MEMBER_VALUE)
+    shadowed_tenant.db.litellm_teammembership.delete_many.assert_awaited_once_with(
+        where={"user_id": _SHADOW_MEMBER_VALUE}
+    )
+    shadowed_tenant.db.litellm_usertable.delete.assert_awaited_once_with(where={"user_id": _SHADOW_MEMBER_VALUE})
+
+    after: Final = await _push_shadow_member(shadowed_tenant)
+    assert after.all_member_ids == [_SHADOWED_ACCOUNT]
+    assert after.created_users == []
+
+
+@pytest.mark.asyncio
+async def test_merge_placeholder_keeps_the_placeholder_when_the_roster_write_fails(mocker, shadowed_tenant):
+    """If the real account cannot join the team, the placeholder stays on it, or the membership is gone
+    from both accounts."""
+    mocker.patch(  # test-quality-ok: roster helpers are module-level, not injectable into the endpoint
+        "litellm.proxy.management_endpoints.scim.scim_v2.team_member_add",
+        AsyncMock(side_effect=Exception("database connection lost")),
+    )
+    team_member_delete_mock = (
+        mocker.patch(  # test-quality-ok: roster helpers are module-level, not injectable into the endpoint
+            "litellm.proxy.management_endpoints.scim.scim_v2.team_member_delete", AsyncMock()
+        )
+    )
+
+    with pytest.raises(ProxyException):
+        await merge_placeholder(user_id=_SHADOW_MEMBER_VALUE)
+
+    team_member_delete_mock.assert_not_awaited()
+    shadowed_tenant.db.litellm_usertable.delete.assert_not_awaited()
+    assert await shadowed_tenant.db.litellm_usertable.find_unique(where={"user_id": _SHADOW_MEMBER_VALUE}) is not None
+
+
+@pytest.mark.parametrize(
+    ("rows", "keys_owned_by", "merged", "reason"),
+    [
+        pytest.param(_shadowed_tenant_rows(), {}, _SHADOWED_ACCOUNT, "SSO identity of its own", id="real-account"),
+        pytest.param(
+            _shadowed_tenant_rows(), {_SHADOW_MEMBER_VALUE: 2}, _SHADOW_MEMBER_VALUE, "2 virtual keys", id="owns-keys"
+        ),
+        pytest.param(_shadowed_tenant_rows()[:1], {}, _SHADOW_MEMBER_VALUE, "shadows no account", id="names-nobody"),
+        pytest.param(
+            (*_shadowed_tenant_rows(), LiteLLM_UserTable(user_id="real-2", user_email=_SHADOW_MEMBER_VALUE.upper())),
+            {},
+            _SHADOW_MEMBER_VALUE,
+            "names 2 accounts (real-1, real-2)",
+            id="names-two-accounts",
+        ),
+    ],
+)
+@pytest.mark.asyncio
+async def test_merge_placeholder_refuses_rows_that_are_not_a_lone_placeholder(
+    mocker, monkeypatch, scim_upsert_user_enabled, rows, keys_owned_by, merged, reason
+):
+    """Only a row with no SSO identity and no keys whose id names exactly one other account is folded;
+    anything else could move memberships to the wrong person, so nothing is written."""
+    from litellm.proxy import proxy_server
+
+    prisma_client: Final = _shadow_tenant_prisma(mocker, rows=rows, keys_owned_by=keys_owned_by)
+    monkeypatch.setattr(proxy_server, "prisma_client", prisma_client)
+    team_member_add_mock = (
+        mocker.patch(  # test-quality-ok: roster helpers are module-level, not injectable into the endpoint
+            "litellm.proxy.management_endpoints.scim.scim_v2.team_member_add", AsyncMock()
+        )
+    )
+
+    with pytest.raises(ProxyException) as exc_info:
+        await merge_placeholder(user_id=merged)
+
+    assert int(exc_info.value.code) == 409
+    assert reason in str(exc_info.value.message)
+    team_member_add_mock.assert_not_awaited()
+    prisma_client.db.litellm_usertable.delete.assert_not_awaited()
diff --git a/tests/test_litellm/proxy/management_endpoints/test_internal_user_endpoints.py b/tests/test_litellm/proxy/management_endpoints/test_internal_user_endpoints.py
index 8bce967b316..022aeff4e20 100644
--- a/tests/test_litellm/proxy/management_endpoints/test_internal_user_endpoints.py
+++ b/tests/test_litellm/proxy/management_endpoints/test_internal_user_endpoints.py
@@ -1449,6 +1449,11 @@ async def test_new_user_default_teams_flow(mocker):
         return 5  # Low user count, under limit
 
     mock_prisma_client.db.litellm_usertable.count = mock_count
+    persisted_user_row = mocker.MagicMock()
+    persisted_user_row.teams = ["96fed65b-0182-4ff4-8429-2721cd7d42af"]
+    mock_prisma_client.db.litellm_usertable.find_unique = mocker.AsyncMock(
+        return_value=persisted_user_row
+    )
 
     # Mock duplicate checks to pass
     async def mock_check_duplicate_user_email(*args, **kwargs):
@@ -1477,6 +1482,7 @@ async def test_new_user_default_teams_flow(mocker):
         "token": "sk-test-token-123",
         "expires": None,
         "max_budget": 100,
+        "teams": [],
     }
 
     # Mock _add_user_to_team
@@ -1551,6 +1557,7 @@ async def test_new_user_default_teams_flow(mocker):
         # Verify response structure
         assert response.user_id == "test-user-123"
         assert response.key == "sk-test-token-123"
+        assert response.teams == ["96fed65b-0182-4ff4-8429-2721cd7d42af"]
 
     finally:
         # Restore original default params (always assign, never delattr — the attribute
@@ -4220,3 +4227,88 @@ async def test_user_new_persists_model_max_budget(
     )
 
     assert captured["user_data"].get("model_max_budget") == expected_written
+
+
+@pytest.fixture
+def _admin_prisma(mocker):
+    """A mocked prisma_client wired in as proxy_server's module globals, for
+    the password-policy tests below (mirrors the pattern every other test in
+    this file repeats per-test; consolidated here since these three share it
+    verbatim)."""
+    mock_prisma_client = mocker.MagicMock()
+    mocker.patch(  # test-quality-ok: same module-global mocking every test in this file already uses
+        "litellm.proxy.proxy_server.prisma_client", mock_prisma_client
+    )
+    mocker.patch(  # test-quality-ok: same module-global mocking every test in this file already uses
+        "litellm.proxy.proxy_server.litellm_proxy_admin_name", "admin"
+    )
+    return mock_prisma_client
+
+
+@pytest.mark.asyncio
+async def test_user_update_rejects_weak_password(_admin_prisma):
+    """/user/update must reject a password that fails the configured
+    policy before it ever reaches the DB write."""
+    from litellm.proxy._types import ProxyException
+    from litellm.proxy.management_endpoints.internal_user_endpoints import (
+        _update_single_user_helper,
+    )
+
+    user_request = UpdateUserRequest(user_id="target-user", password="short1!")
+    admin_caller = UserAPIKeyAuth(user_id="admin-1", user_role=LitellmUserRoles.PROXY_ADMIN)
+
+    with pytest.raises(ProxyException) as exc_info:
+        await _update_single_user_helper(user_request=user_request, user_api_key_dict=admin_caller)
+
+    assert exc_info.value.code == "400"
+    _admin_prisma.db.litellm_usertable.find_first.assert_not_called()
+
+
+@pytest.mark.asyncio
+async def test_user_update_rejects_weak_password_against_configured_policy(_admin_prisma, mocker):
+    """A password that meets the default policy but not a stricter
+    admin-configured one must still be rejected."""
+    from litellm.proxy._types import ProxyException
+    from litellm.proxy.management_endpoints.internal_user_endpoints import (
+        _update_single_user_helper,
+    )
+
+    mocker.patch(  # test-quality-ok: same module-global mocking every test in this file already uses
+        "litellm.proxy.proxy_server.general_settings",
+        {"password_policy_min_length": 24},
+    )
+
+    user_request = UpdateUserRequest(user_id="target-user", password="Str0ng!Passw0rd")
+    admin_caller = UserAPIKeyAuth(user_id="admin-1", user_role=LitellmUserRoles.PROXY_ADMIN)
+
+    with pytest.raises(ProxyException) as exc_info:
+        await _update_single_user_helper(user_request=user_request, user_api_key_dict=admin_caller)
+
+    assert "24 characters" in exc_info.value.message
+
+
+@pytest.mark.asyncio
+async def test_user_update_hashes_and_persists_strong_password(_admin_prisma, mocker):
+    """A password meeting the policy is hashed (never stored in plaintext)
+    and reaches the DB write."""
+    from litellm.proxy.management_endpoints.internal_user_endpoints import (
+        _update_single_user_helper,
+    )
+
+    mock_prisma_client = _admin_prisma
+    existing_user = mocker.MagicMock()
+    existing_user.model_dump.return_value = {"user_id": "target-user"}
+    existing_user.user_id = "target-user"
+    mock_prisma_client.db.litellm_usertable.find_first = mocker.AsyncMock(return_value=existing_user)
+    mock_prisma_client.update_data = mocker.AsyncMock(return_value={"user_id": "target-user"})
+    mock_prisma_client.jsonify_object = mocker.MagicMock(side_effect=lambda x: x)
+
+    strong_password = "Str0ng!Passw0rd"
+    user_request = UpdateUserRequest(user_id="target-user", password=strong_password)
+    admin_caller = UserAPIKeyAuth(user_id="admin-1", user_role=LitellmUserRoles.PROXY_ADMIN)
+
+    await _update_single_user_helper(user_request=user_request, user_api_key_dict=admin_caller)
+
+    written_data = mock_prisma_client.update_data.call_args.kwargs["data"]
+    assert written_data.get("password") is not None
+    assert written_data["password"] != strong_password
diff --git a/tests/test_litellm/proxy/management_endpoints/test_key_management_endpoints.py b/tests/test_litellm/proxy/management_endpoints/test_key_management_endpoints.py
index a81c6b4c656..7954a4693cc 100644
--- a/tests/test_litellm/proxy/management_endpoints/test_key_management_endpoints.py
+++ b/tests/test_litellm/proxy/management_endpoints/test_key_management_endpoints.py
@@ -17489,3 +17489,71 @@ async def test_check_project_key_limits_still_rejects_real_model_outside_project
 
     assert exc_info.value.status_code == 400
     assert "Model 'gpt-5.4-mini' not in project's allowed models" in exc_info.value.detail["error"]
+
+
+def test_generate_key_request_blank_team_id_is_personal():
+    """The UI Team-field clear submits team_id=""; it must count as no team (LIT-3925)."""
+    from litellm.proxy._types import RegenerateKeyRequest
+    from litellm.proxy.management_endpoints.key_management_endpoints import (
+        _is_team_key,
+    )
+
+    cleared = GenerateKeyRequest(team_id="")
+    assert cleared.team_id is None
+    assert _is_team_key(data=cleared) is False
+    assert RegenerateKeyRequest(team_id="").team_id is None
+    assert GenerateKeyRequest(team_id="team-1").team_id == "team-1"
+
+
+def test_generate_key_request_blank_organization_and_project_id_are_unset():
+    from litellm.proxy._types import RegenerateKeyRequest
+
+    cleared = GenerateKeyRequest(organization_id="", project_id="")
+    assert cleared.organization_id is None
+    assert cleared.project_id is None
+    assert "organization_id" not in cleared.model_dump(exclude_none=True)
+    assert RegenerateKeyRequest(organization_id="").organization_id is None
+    assert GenerateKeyRequest(organization_id="org-1", project_id="proj-1").organization_id == "org-1"
+    assert GenerateKeyRequest(organization_id="org-1", project_id="proj-1").project_id == "proj-1"
+
+
+def test_key_request_blank_organization_id_is_unset():
+    from litellm.proxy._types import RegenerateKeyRequest, UpdateKeyRequest
+
+    assert GenerateKeyRequest(organization_id="").organization_id is None
+    assert RegenerateKeyRequest(organization_id="").organization_id is None
+    assert UpdateKeyRequest(key="sk-1", organization_id="").organization_id is None
+    assert GenerateKeyRequest(organization_id="org-1").organization_id == "org-1"
+    assert UpdateKeyRequest(key="sk-1", organization_id="org-1").organization_id == "org-1"
+
+
+def test_key_generation_check_blank_team_id_uses_personal_permissions(monkeypatch):
+    """key_generation_check with team_id="" must take the personal-key path instead
+    of failing the team lookup with "Unable to find team object" (LIT-3925)."""
+    from litellm.proxy._types import KeyManagementRoutes
+    from litellm.proxy.management_endpoints.key_management_endpoints import (
+        key_generation_check,
+    )
+
+    monkeypatch.setattr(
+        litellm,
+        "key_generation_settings",
+        {
+            "team_key_generation": {"allowed_team_member_roles": ["admin"]},
+            "personal_key_generation": {"allowed_user_roles": ["proxy_admin", "internal_user"]},
+        },
+    )
+
+    assert (
+        key_generation_check(
+            team_table=None,
+            user_api_key_dict=UserAPIKeyAuth(
+                user_role=LitellmUserRoles.INTERNAL_USER,
+                api_key="sk-alice",
+                user_id="alice",
+            ),
+            data=GenerateKeyRequest(key_alias="personal", team_id=""),
+            route=KeyManagementRoutes.KEY_GENERATE,
+        )
+        is True
+    )
diff --git a/tests/test_litellm/proxy/management_endpoints/test_model_management_endpoints.py b/tests/test_litellm/proxy/management_endpoints/test_model_management_endpoints.py
index 4661cc17dbc..5fa59a85c9d 100644
--- a/tests/test_litellm/proxy/management_endpoints/test_model_management_endpoints.py
+++ b/tests/test_litellm/proxy/management_endpoints/test_model_management_endpoints.py
@@ -1,5 +1,6 @@
 import inspect
 import asyncio
+import contextlib
 import json
 from typing import Dict, Optional
 from unittest.mock import AsyncMock, MagicMock, patch
@@ -875,6 +876,7 @@ class TestDeleteModelClearsRouterRegistry:
         mock_prisma = MagicMock()
         mock_prisma.db = MagicMock()
         mock_prisma.db.litellm_proxymodeltable = AsyncMock()
+        mock_prisma.db.query_raw = AsyncMock(return_value=[])
         mock_prisma.db.litellm_proxymodeltable.find_unique = AsyncMock(return_value=db_row)
         mock_prisma.db.litellm_proxymodeltable.delete = AsyncMock(return_value=db_row)
 
@@ -936,6 +938,7 @@ class TestDeleteModelClearsRouterRegistry:
         mock_prisma = MagicMock()
         mock_prisma.db = MagicMock()
         mock_prisma.db.litellm_proxymodeltable = AsyncMock()
+        mock_prisma.db.query_raw = AsyncMock(return_value=[])
         mock_prisma.db.litellm_proxymodeltable.find_unique = AsyncMock(return_value=db_row)
         mock_prisma.db.litellm_proxymodeltable.delete = AsyncMock(return_value=db_row)
 
@@ -2079,6 +2082,7 @@ class TestAddAndDeleteModelLifecycle:
         mock_prisma = MagicMock()
         mock_prisma.db = MagicMock()
         mock_prisma.db.litellm_proxymodeltable = AsyncMock()
+        mock_prisma.db.query_raw = AsyncMock(return_value=[])
         mock_prisma.db.litellm_proxymodeltable.create = AsyncMock(return_value=db_row)
         mock_prisma.db.litellm_proxymodeltable.find_unique = AsyncMock(
             return_value=db_row
@@ -2191,6 +2195,7 @@ class TestDeleteTeamBYOKModelGhost:
         mock_prisma = MagicMock()
         mock_prisma.db = MagicMock()
         mock_prisma.db.litellm_proxymodeltable = AsyncMock()
+        mock_prisma.db.query_raw = AsyncMock(return_value=[])
         mock_prisma.db.litellm_proxymodeltable.find_unique = AsyncMock(
             return_value=db_row
         )
@@ -2273,6 +2278,7 @@ class TestDeleteTeamBYOKModelGhost:
         mock_prisma = MagicMock()
         mock_prisma.db = MagicMock()
         mock_prisma.db.litellm_proxymodeltable = AsyncMock()
+        mock_prisma.db.query_raw = AsyncMock(return_value=[])
         mock_prisma.db.litellm_proxymodeltable.find_unique = AsyncMock(
             return_value=db_row
         )
@@ -2349,6 +2355,7 @@ class TestDeleteTeamBYOKModelGhost:
         mock_prisma = MagicMock()
         mock_prisma.db = MagicMock()
         mock_prisma.db.litellm_proxymodeltable = AsyncMock()
+        mock_prisma.db.query_raw = AsyncMock(return_value=[])
         mock_prisma.db.litellm_proxymodeltable.find_unique = AsyncMock(
             return_value=deleted_row
         )
@@ -2434,6 +2441,7 @@ class TestDeleteTeamBYOKModelGhost:
         mock_prisma = MagicMock()
         mock_prisma.db = MagicMock()
         mock_prisma.db.litellm_proxymodeltable = AsyncMock()
+        mock_prisma.db.query_raw = AsyncMock(return_value=[])
         mock_prisma.db.litellm_proxymodeltable.find_unique = AsyncMock(
             return_value=db_row
         )
@@ -2515,6 +2523,7 @@ class TestDeleteTeamBYOKModelGhost:
         mock_prisma = MagicMock()
         mock_prisma.db = MagicMock()
         mock_prisma.db.litellm_proxymodeltable = AsyncMock()
+        mock_prisma.db.query_raw = AsyncMock(return_value=[])
         mock_prisma.db.litellm_proxymodeltable.find_unique = AsyncMock(
             return_value=db_row
         )
@@ -2584,6 +2593,7 @@ class TestDeleteModelTeamAuth:
         mock_prisma = MagicMock()
         mock_prisma.db = MagicMock()
         mock_prisma.db.litellm_proxymodeltable = AsyncMock()
+        mock_prisma.db.query_raw = AsyncMock(return_value=[])
         mock_prisma.db.litellm_proxymodeltable.find_unique = AsyncMock(
             return_value=db_row
         )
@@ -2702,6 +2712,7 @@ class TestDeleteModelTeamAuth:
         mock_prisma = MagicMock()
         mock_prisma.db = MagicMock()
         mock_prisma.db.litellm_proxymodeltable = AsyncMock()
+        mock_prisma.db.query_raw = AsyncMock(return_value=[])
         mock_prisma.db.litellm_proxymodeltable.find_unique = AsyncMock(
             return_value=db_row
         )
@@ -3844,6 +3855,7 @@ class TestDeleteEvictionsHoldTheReconcileLock:
 
         prisma = MagicMock()
         prisma.db.litellm_proxymodeltable = table
+        prisma.db.query_raw = AsyncMock(return_value=[])
 
         router = MagicMock()
         router.delete_deployment = MagicMock(return_value=True)
@@ -4654,3 +4666,179 @@ class TestBlockModelResponseSerialization:
         assert body["model_id"] == "m-block-1"
         assert body["blocked"] is blocked
         assert body["litellm_params"] == {"model": "openai/gpt-4o-mini", "api_key": "encrypted-value"}
+
+
+class TestAccessGroupModelSync:
+    """A rename or delete of a deployment must land in every unified access group that names it."""
+
+    _PS = "litellm.proxy.proxy_server"
+    _MOD = "litellm.proxy.management_endpoints.model_management_endpoints"
+    _INVALIDATE = "litellm.proxy.management_helpers.access_group_model_sync.invalidate_access_group_caches"
+
+    @staticmethod
+    def _admin():
+        return UserAPIKeyAuth(user_id="admin", user_role=LitellmUserRoles.PROXY_ADMIN, api_key="sk-admin")
+
+    @staticmethod
+    def _prisma_with_row(model_id: str, model_name: str, deployment_count: int):
+        row = LiteLLM_ProxyModelTable(
+            model_id=model_id,
+            model_name=model_name,
+            litellm_params={"model": "openai/gpt-5.6"},
+            model_info={"id": model_id},
+            created_by="admin",
+            updated_by="admin",
+        )
+
+        async def query_raw(sql, *params):
+            if sql.startswith("SELECT COUNT(*)"):
+                return [{"deployment_count": deployment_count}]
+            return [{"access_group_id": "ag-1"}]
+
+        mock_prisma = MagicMock()
+        mock_prisma.db = MagicMock()
+        mock_prisma.db.query_raw = AsyncMock(side_effect=query_raw)
+        mock_prisma.db.litellm_proxymodeltable = AsyncMock()
+        mock_prisma.db.litellm_proxymodeltable.find_unique = AsyncMock(return_value=row)
+        mock_prisma.db.litellm_proxymodeltable.update = AsyncMock(return_value=row)
+        mock_prisma.db.litellm_proxymodeltable.delete = AsyncMock(return_value=row)
+        return mock_prisma
+
+    @staticmethod
+    def _access_group_updates(mock_prisma):
+        return [
+            call
+            for call in mock_prisma.db.query_raw.await_args_list
+            if call.args[0].startswith('UPDATE "LiteLLM_AccessGroupTable"')
+        ]
+
+    @contextlib.contextmanager
+    def _endpoint_env(self, mock_prisma, router):
+        with contextlib.ExitStack() as stack:
+            for target in (
+                patch(f"{self._PS}.prisma_client", mock_prisma),
+                patch(f"{self._PS}.llm_router", router),
+                patch(f"{self._PS}.store_model_in_db", True),
+                patch(f"{self._PS}.premium_user", True),
+                patch(f"{self._PS}.proxy_logging_obj", MagicMock()),
+                patch(f"{self._PS}.user_api_key_cache", MagicMock()),
+                patch(f"{self._MOD}.ModelManagementAuthChecks.can_user_make_model_call", new=AsyncMock(return_value=None)),
+                patch(
+                    f"{self._MOD}.clear_cache",
+                    new=AsyncMock(return_value=ReconcileOutcome(still_desired=None, live_after=None)),
+                ),
+                patch(f"{self._MOD}.encrypt_value_helper", side_effect=lambda value, **kwargs: value),
+            ):
+                stack.enter_context(target)
+            yield stack.enter_context(patch(self._INVALIDATE, new=AsyncMock()))
+
+    @pytest.mark.asyncio
+    async def test_patch_model_rename_rewrites_the_groups_that_named_the_model(self):
+        from litellm.proxy.management_endpoints.model_management_endpoints import patch_model
+
+        mock_prisma = self._prisma_with_row("m-rename", "gpt-5.6", deployment_count=0)
+        router = MagicMock()
+        router.get_model_ids.return_value = ["m-rename"]
+
+        with self._endpoint_env(mock_prisma, router) as invalidate:
+            await patch_model(
+                model_id="m-rename",
+                patch_data=updateDeployment(model_name="gpt-5.6-eu"),
+                user_api_key_dict=self._admin(),
+            )
+
+        written = mock_prisma.db.litellm_proxymodeltable.update.await_args.kwargs["data"]
+        assert written["model_name"] == "gpt-5.6-eu"
+        (update_call,) = self._access_group_updates(mock_prisma)
+        assert "array_replace" in update_call.args[0]
+        assert update_call.args[1:] == ("gpt-5.6", "gpt-5.6-eu")
+        invalidate.assert_awaited_once_with(("ag-1",))
+
+    @pytest.mark.asyncio
+    async def test_patch_model_rename_appends_when_a_sibling_deployment_keeps_the_old_name(self):
+        from litellm.proxy.management_endpoints.model_management_endpoints import patch_model
+
+        mock_prisma = self._prisma_with_row("m-rename", "gpt-5.6", deployment_count=1)
+        router = MagicMock()
+        router.get_model_ids.return_value = ["m-rename"]
+
+        with self._endpoint_env(mock_prisma, router):
+            await patch_model(
+                model_id="m-rename",
+                patch_data=updateDeployment(model_name="gpt-5.6-eu"),
+                user_api_key_dict=self._admin(),
+            )
+
+        (update_call,) = self._access_group_updates(mock_prisma)
+        assert "array_append" in update_call.args[0]
+        assert update_call.args[1:] == ("gpt-5.6", "gpt-5.6-eu")
+
+    @pytest.mark.asyncio
+    async def test_patch_model_without_a_rename_leaves_access_groups_alone(self):
+        from litellm.proxy.management_endpoints.model_management_endpoints import patch_model
+
+        mock_prisma = self._prisma_with_row("m-same", "gpt-5.6", deployment_count=0)
+        router = MagicMock()
+        router.get_model_ids.return_value = ["m-same"]
+
+        with self._endpoint_env(mock_prisma, router) as invalidate:
+            await patch_model(model_id="m-same", patch_data=updateDeployment(blocked=True), user_api_key_dict=self._admin())
+
+        mock_prisma.db.query_raw.assert_not_awaited()
+        invalidate.assert_not_awaited()
+
+    @pytest.mark.asyncio
+    async def test_delete_model_drops_the_name_from_groups_when_nothing_backs_it(self):
+        from litellm.proxy.management_endpoints.model_management_endpoints import ModelInfoDelete, delete_model
+
+        mock_prisma = self._prisma_with_row("m-doomed", "gpt-5.6", deployment_count=0)
+        router = MagicMock()
+        router.get_model_ids.return_value = []
+
+        with self._endpoint_env(mock_prisma, router) as invalidate:
+            await delete_model(model_info=ModelInfoDelete(id="m-doomed"), user_api_key_dict=self._admin())
+
+        (update_call,) = self._access_group_updates(mock_prisma)
+        assert "array_remove" in update_call.args[0]
+        assert update_call.args[1:] == ("gpt-5.6",)
+        invalidate.assert_awaited_once_with(("ag-1",))
+
+    @pytest.mark.asyncio
+    async def test_delete_model_keeps_the_name_while_a_sibling_deployment_backs_it(self):
+        from litellm.proxy.management_endpoints.model_management_endpoints import ModelInfoDelete, delete_model
+
+        mock_prisma = self._prisma_with_row("m-doomed", "gpt-5.6", deployment_count=1)
+        router = MagicMock()
+        router.get_model_ids.return_value = []
+
+        with self._endpoint_env(mock_prisma, router) as invalidate:
+            await delete_model(model_info=ModelInfoDelete(id="m-doomed"), user_api_key_dict=self._admin())
+
+        assert self._access_group_updates(mock_prisma) == []
+        invalidate.assert_not_awaited()
+
+    @pytest.mark.asyncio
+    async def test_update_model_persists_a_new_model_name_and_rewrites_the_groups(self):
+        from litellm.proxy.management_endpoints.model_management_endpoints import update_model
+        from litellm.types.router import ModelInfo, updateLiteLLMParams
+
+        mock_prisma = self._prisma_with_row("m-terraform", "gpt-5.6", deployment_count=0)
+        router = MagicMock()
+        router.get_model_ids.return_value = ["m-terraform"]
+
+        with self._endpoint_env(mock_prisma, router) as invalidate:
+            await update_model(
+                model_params=updateDeployment(
+                    model_name="gpt-5.6-eu",
+                    litellm_params=updateLiteLLMParams(model="openai/gpt-5.6"),
+                    model_info=ModelInfo(id="m-terraform"),
+                ),
+                user_api_key_dict=self._admin(),
+            )
+
+        written = mock_prisma.db.litellm_proxymodeltable.update.await_args.kwargs["data"]
+        assert written["model_name"] == "gpt-5.6-eu"
+        (update_call,) = self._access_group_updates(mock_prisma)
+        assert "array_replace" in update_call.args[0]
+        assert update_call.args[1:] == ("gpt-5.6", "gpt-5.6-eu")
+        invalidate.assert_awaited_once_with(("ag-1",))
diff --git a/tests/test_litellm/proxy/management_endpoints/test_saml_sso.py b/tests/test_litellm/proxy/management_endpoints/test_saml_sso.py
index 57decc7d458..635e6332958 100644
--- a/tests/test_litellm/proxy/management_endpoints/test_saml_sso.py
+++ b/tests/test_litellm/proxy/management_endpoints/test_saml_sso.py
@@ -516,6 +516,39 @@ async def test_team_ids_extracted_from_groups_attribute(saml_env_idp_initiated):
     assert result.team_ids == ["team-a", "team-b"]
 
 
+@pytest.mark.asyncio
+@pytest.mark.parametrize(
+    "roles",
+    [
+        ["internal_user", "proxy_admin_viewer"],
+        ["proxy_admin_viewer", "internal_user"],
+    ],
+)
+async def test_multi_valued_role_attribute_resolves_to_highest_privilege(saml_env_idp_initiated, roles):
+    """An assertion carrying several roles must not depend on the order the IdP emitted them in."""
+    key_pem, cert_pem = saml_env_idp_initiated
+    resp = _build_signed_response(
+        key_pem,
+        cert_pem,
+        attributes={
+            "email": ["dave@example.com"],
+            "role": roles,
+        },
+    )
+
+    result = await _acs(_b64(resp), _shared_cache())
+    assert result.user_role == LitellmUserRoles.PROXY_ADMIN_VIEW_ONLY
+
+
+@pytest.mark.asyncio
+async def test_assertion_without_role_attribute_has_no_user_role(saml_env_idp_initiated):
+    key_pem, cert_pem = saml_env_idp_initiated
+    resp = _build_signed_response(key_pem, cert_pem, attributes={"email": ["erin@example.com"]})
+
+    result = await _acs(_b64(resp), _shared_cache())
+    assert result.user_role is None
+
+
 @pytest.mark.asyncio
 async def test_build_login_redirect_targets_idp_and_caches_request_id(saml_env):
     cache = DualCache()
@@ -642,3 +675,77 @@ async def test_read_acs_post_data_rejects_oversized_stream_without_content_lengt
     with pytest.raises(HTTPException) as exc:
         await SAMLAuthHandler.read_acs_post_data(cast(Request, request))
     assert exc.value.status_code == 413
+
+
+def _fake_request_with_scheme(scheme, headers=None, client_host="203.0.113.5"):
+    """A fuller fake Request than ``_fake_request``: adds ``url``, ``headers`` and
+    ``client``, which ``IPAddressUtils.is_request_https`` reads directly instead of
+    going through ``PROXY_BASE_URL``."""
+    return type(
+        "Req",
+        (),
+        {
+            "base_url": URL(f"{scheme}://proxy.example.com/"),
+            "url": URL(f"{scheme}://proxy.example.com/sso/saml/login"),
+            "query_params": {},
+            "cookies": {},
+            "headers": headers or {},
+            "client": type("Client", (), {"host": client_host})(),
+        },
+    )()
+
+
+class TestSAMLAuthnCookieSecureFlag:
+    """Regression tests for the litellm_saml_authn cookie's Secure attribute.
+    litellm only sees a plain-HTTP hop whenever TLS terminates at a reverse
+    proxy, so Secure must not be derived from the literal request scheme alone."""
+
+    @pytest.mark.asyncio
+    async def test_secure_over_direct_https(self, saml_env, monkeypatch):
+        monkeypatch.delenv("PROXY_BASE_URL", raising=False)
+        cache = DualCache()
+        request = _fake_request_with_scheme("https")
+        redirect = await SAMLAuthHandler.build_login_redirect(request, cache)
+        cookie = redirect.headers["set-cookie"]
+        assert "Secure" in cookie
+        assert "SameSite=none" in cookie
+
+    @pytest.mark.asyncio
+    async def test_not_secure_over_direct_http(self, saml_env, monkeypatch):
+        monkeypatch.delenv("PROXY_BASE_URL", raising=False)
+        cache = DualCache()
+        request = _fake_request_with_scheme("http")
+        redirect = await SAMLAuthHandler.build_login_redirect(request, cache)
+        cookie = redirect.headers["set-cookie"]
+        assert "Secure" not in cookie
+        assert "SameSite=lax" in cookie
+
+    @pytest.mark.asyncio
+    async def test_secure_behind_trusted_tls_terminating_proxy(self, saml_env, monkeypatch):
+        """THE regression: TLS terminates at a reverse proxy, litellm only sees a
+        plain-HTTP hop, but the cookie must still be marked Secure when the operator
+        has configured a trusted proxy reporting X-Forwarded-Proto: https."""
+        monkeypatch.delenv("PROXY_BASE_URL", raising=False)
+        monkeypatch.setattr(
+            "litellm.proxy.proxy_server.general_settings",
+            {"use_x_forwarded_for": True, "mcp_trusted_proxy_ranges": ["10.0.0.0/8"]},
+        )
+        cache = DualCache()
+        request = _fake_request_with_scheme(
+            "http", headers={"X-Forwarded-Proto": "https"}, client_host="10.0.0.5"
+        )
+        redirect = await SAMLAuthHandler.build_login_redirect(request, cache)
+        cookie = redirect.headers["set-cookie"]
+        assert "Secure" in cookie
+
+    @pytest.mark.asyncio
+    async def test_untrusted_spoofed_forwarded_proto_is_ignored(self, saml_env, monkeypatch):
+        monkeypatch.delenv("PROXY_BASE_URL", raising=False)
+        monkeypatch.setattr("litellm.proxy.proxy_server.general_settings", {})
+        cache = DualCache()
+        request = _fake_request_with_scheme(
+            "http", headers={"X-Forwarded-Proto": "https"}, client_host="203.0.113.5"
+        )
+        redirect = await SAMLAuthHandler.build_login_redirect(request, cache)
+        cookie = redirect.headers["set-cookie"]
+        assert "Secure" not in cookie
diff --git a/tests/test_litellm/proxy/management_endpoints/test_team_endpoints.py b/tests/test_litellm/proxy/management_endpoints/test_team_endpoints.py
index 30b2ab86b9a..166fcb2863c 100644
--- a/tests/test_litellm/proxy/management_endpoints/test_team_endpoints.py
+++ b/tests/test_litellm/proxy/management_endpoints/test_team_endpoints.py
@@ -9897,11 +9897,11 @@ class TestResolveTeamAccessGroupResources:
         assert resolved.access_group_mcp_server_ids == ["mcp-1"]
         assert resolved.access_group_agent_ids == ["agent-1"]
         assert [
-            (d.access_group_id, d.access_group_name, d.models)
+            (d.access_group_id, d.access_group_name, d.models, d.mcp_server_ids, d.agent_ids)
             for d in (resolved.access_group_details or [])
         ] == [
-            ("ag-1", "shared-models", ("gpt-4", "claude-3")),
-            ("ag-2", "extra-models", ("claude-3", "gemini")),
+            ("ag-1", "shared-models", ("gpt-4", "claude-3"), ("mcp-1",), ()),
+            ("ag-2", "extra-models", ("claude-3", "gemini"), (), ("agent-1",)),
         ]
 
     @pytest.mark.asyncio
@@ -11083,6 +11083,14 @@ async def test_new_team_rejects_reserved_ui_session_team_id():
         mock_prisma.get_data.assert_not_called()
 
 
+@pytest.mark.parametrize("team_id", ["", "   "])
+def test_new_team_request_blank_team_id_is_unset(team_id: str) -> None:
+    from litellm.proxy._types import NewTeamRequest
+
+    assert NewTeamRequest(team_alias="t", team_id=team_id).team_id is None
+    assert NewTeamRequest(team_id="custom").team_id == "custom"
+
+
 # ---------------------------------------------------------------------------
 # PATCH /team/{team_id} — RFC 7386 JSON Merge Patch
 #
diff --git a/tests/test_litellm/proxy/management_endpoints/test_ui_sso.py b/tests/test_litellm/proxy/management_endpoints/test_ui_sso.py
index e648bd09734..5dfff53f7c3 100644
--- a/tests/test_litellm/proxy/management_endpoints/test_ui_sso.py
+++ b/tests/test_litellm/proxy/management_endpoints/test_ui_sso.py
@@ -6598,13 +6598,94 @@ def test_get_litellm_user_role_with_invalid_role():
     assert result is None
 
 
-def test_get_litellm_user_role_with_list_multiple_roles():
-    """Test that get_litellm_user_role takes the first element from a multi-element list."""
+@pytest.mark.parametrize(
+    "role_claim",
+    [
+        ["proxy_admin", "internal_user"],
+        ["internal_user", "proxy_admin"],
+    ],
+)
+def test_get_litellm_user_role_picks_highest_privilege_regardless_of_order(role_claim):
+    """A multi-valued role claim resolves to the most privileged role, not the first one listed."""
     from litellm.proxy._types import LitellmUserRoles
     from litellm.proxy.management_endpoints.types import get_litellm_user_role
 
-    result = get_litellm_user_role(["proxy_admin", "internal_user"])
-    assert result == LitellmUserRoles.PROXY_ADMIN
+    assert get_litellm_user_role(role_claim) == LitellmUserRoles.PROXY_ADMIN
+
+
+@pytest.mark.parametrize(
+    "role_claim",
+    [
+        ["proxy_admin_viewer", "internal_user"],
+        ["internal_user", "proxy_admin_viewer"],
+    ],
+)
+def test_get_litellm_user_role_keeps_org_spend_visibility_for_mixed_roles(role_claim):
+    """
+    Regression for LIT-6077: a user holding both proxy_admin_viewer and internal_user kept
+    losing org-level spend visibility whenever the IdP happened to list internal_user first.
+    """
+    from litellm.proxy._types import LitellmUserRoles
+    from litellm.proxy.management_endpoints.types import get_litellm_user_role
+
+    assert get_litellm_user_role(role_claim) == LitellmUserRoles.PROXY_ADMIN_VIEW_ONLY
+
+
+def test_get_litellm_user_role_ignores_unrecognised_entries():
+    """Roles LiteLLM does not know about are skipped rather than swallowing the whole claim."""
+    from litellm.proxy._types import LitellmUserRoles
+    from litellm.proxy.management_endpoints.types import get_litellm_user_role
+
+    assert get_litellm_user_role(["some_idp_group", "internal_user"]) == LitellmUserRoles.INTERNAL_USER
+    assert get_litellm_user_role(["some_idp_group", "another_group"]) is None
+
+
+def test_get_litellm_user_role_list_lookup_is_case_insensitive():
+    from litellm.proxy._types import LitellmUserRoles
+    from litellm.proxy.management_endpoints.types import get_litellm_user_role
+
+    assert get_litellm_user_role(["INTERNAL_USER", "Proxy_Admin"]) == LitellmUserRoles.PROXY_ADMIN
+
+
+@pytest.mark.parametrize(
+    "role_claim",
+    [
+        ["org_admin", "team"],
+        ["team", "org_admin"],
+    ],
+)
+def test_get_litellm_user_role_is_deterministic_for_unranked_roles(role_claim):
+    """Roles outside the privilege hierarchy still resolve the same way in either claim order."""
+    from litellm.proxy._types import LitellmUserRoles
+    from litellm.proxy.management_endpoints.types import get_litellm_user_role
+
+    assert get_litellm_user_role(role_claim) == LitellmUserRoles.ORG_ADMIN
+
+
+@pytest.mark.parametrize(
+    "role_claim",
+    [
+        ["org_admin", "internal_user"],
+        ["internal_user", "org_admin"],
+    ],
+)
+def test_get_litellm_user_role_prefers_a_ranked_role_over_an_unranked_one(role_claim):
+    """
+    org_admin, team and customer sit outside the privilege ladder, so a claim mixing one of
+    them with a ranked role settles on the ranked role in either order. Same rule the Entra
+    app_roles and role_mappings paths already follow.
+    """
+    from litellm.proxy._types import LitellmUserRoles
+    from litellm.proxy.management_endpoints.types import get_litellm_user_role
+
+    assert get_litellm_user_role(role_claim) == LitellmUserRoles.INTERNAL_USER
+
+
+def test_get_litellm_user_role_returns_none_for_non_string_claims():
+    from litellm.proxy.management_endpoints.types import get_litellm_user_role
+
+    assert get_litellm_user_role(None) is None
+    assert get_litellm_user_role({"role": "proxy_admin"}) is None
 
 
 # ============================================================================
@@ -6654,6 +6735,46 @@ def test_process_sso_jwt_access_token_extracts_role_from_access_token():
     assert result.user_role == LitellmUserRoles.PROXY_ADMIN
 
 
+@pytest.mark.parametrize(
+    "role_claim",
+    [
+        ["internal_user", "proxy_admin_viewer"],
+        ["proxy_admin_viewer", "internal_user"],
+    ],
+)
+def test_process_sso_jwt_access_token_resolves_highest_privilege_role(role_claim):
+    """
+    The generic SSO access-token path must land on the same role for a user whose role
+    claim holds several roles, whichever order the IdP emitted them in.
+    """
+    import jwt as pyjwt
+
+    from litellm.proxy._types import LitellmUserRoles
+
+    access_token_str = pyjwt.encode(
+        {"sub": "user-123", "email": "mixed@test.com", "litellm_role": role_claim},
+        "secret",
+        algorithm="HS256",
+    )
+    result = CustomOpenID(
+        id="user-123",
+        email="mixed@test.com",
+        display_name="Mixed Role User",
+        team_ids=[],
+        user_role=None,
+    )
+
+    with patch.dict(os.environ, {"GENERIC_USER_ROLE_ATTRIBUTE": "litellm_role"}):
+        process_sso_jwt_access_token(
+            access_token_str=access_token_str,
+            sso_jwt_handler=None,
+            result=result,
+            role_mappings=None,
+        )
+
+    assert result.user_role == LitellmUserRoles.PROXY_ADMIN_VIEW_ONLY
+
+
 def test_process_sso_jwt_access_token_does_not_override_existing_role():
     """
     Test that process_sso_jwt_access_token does NOT override a role that was
@@ -7604,6 +7725,112 @@ class TestPKCEStateCookieBinding:
         assert cookie_str is not None
         assert "Secure" not in cookie_str
 
+    @pytest.mark.asyncio
+    async def test_redirect_response_sets_secure_flag_behind_trusted_tls_terminating_proxy(
+        self, monkeypatch
+    ):
+        """Regression: litellm sees a plain-HTTP hop when TLS terminates at a reverse
+        proxy. The Secure flag must still be set when the direct peer is a configured
+        trusted proxy and it reports X-Forwarded-Proto: https -- but NOT from an
+        unconfigured/untrusted caller spoofing the same header (see the sibling test
+        below)."""
+        from fastapi.responses import RedirectResponse
+
+        from litellm.proxy.management_endpoints.ui_sso import (
+            SSOAuthenticationHandler,
+        )
+
+        mock_redirect = RedirectResponse(
+            url="http://idp.internal/authorize?state=behind-proxy-state"
+        )
+        mock_generic_sso = MagicMock()
+        mock_generic_sso.__enter__ = MagicMock(return_value=mock_generic_sso)
+        mock_generic_sso.__exit__ = MagicMock(return_value=None)
+        mock_generic_sso.get_login_redirect = AsyncMock(return_value=mock_redirect)
+
+        proxied_request = MagicMock(spec=Request)
+        proxied_request.url.scheme = "http"
+        proxied_request.headers = {"X-Forwarded-Proto": "https"}
+        proxied_request.client = MagicMock()
+        proxied_request.client.host = "10.0.0.5"
+
+        monkeypatch.setattr(
+            "litellm.proxy.proxy_server.general_settings",
+            {"use_x_forwarded_for": True, "mcp_trusted_proxy_ranges": ["10.0.0.0/8"]},
+        )
+
+        with patch.dict(
+            os.environ,
+            {
+                "GENERIC_CLIENT_STATE": "behind-proxy-state",
+                "GENERIC_CLIENT_USE_PKCE": "true",
+            },
+        ):
+            response = await SSOAuthenticationHandler.get_generic_sso_redirect_response(
+                generic_sso=mock_generic_sso,
+                state=None,
+                generic_authorization_endpoint="http://idp.internal/authorize",
+                request=proxied_request,
+            )
+
+        cookie_headers = response.headers.getlist("set-cookie")
+        cookie_str = next(
+            (c for c in cookie_headers if "litellm_oauth_state=" in c), None
+        )
+        assert cookie_str is not None
+        assert "Secure" in cookie_str
+
+    @pytest.mark.asyncio
+    async def test_redirect_response_ignores_spoofed_forwarded_proto_without_trust_config(
+        self, monkeypatch
+    ):
+        """The same X-Forwarded-Proto: https header must NOT flip Secure on when no
+        trusted-proxy config is present -- honoring it unconditionally would let any
+        client spoof the header and would not itself be the vulnerability the ticket
+        warns against."""
+        from fastapi.responses import RedirectResponse
+
+        from litellm.proxy.management_endpoints.ui_sso import (
+            SSOAuthenticationHandler,
+        )
+
+        mock_redirect = RedirectResponse(
+            url="http://idp.internal/authorize?state=spoofed-state"
+        )
+        mock_generic_sso = MagicMock()
+        mock_generic_sso.__enter__ = MagicMock(return_value=mock_generic_sso)
+        mock_generic_sso.__exit__ = MagicMock(return_value=None)
+        mock_generic_sso.get_login_redirect = AsyncMock(return_value=mock_redirect)
+
+        spoofed_request = MagicMock(spec=Request)
+        spoofed_request.url.scheme = "http"
+        spoofed_request.headers = {"X-Forwarded-Proto": "https"}
+        spoofed_request.client = MagicMock()
+        spoofed_request.client.host = "203.0.113.5"
+
+        monkeypatch.setattr("litellm.proxy.proxy_server.general_settings", {})
+
+        with patch.dict(
+            os.environ,
+            {
+                "GENERIC_CLIENT_STATE": "spoofed-state",
+                "GENERIC_CLIENT_USE_PKCE": "true",
+            },
+        ):
+            response = await SSOAuthenticationHandler.get_generic_sso_redirect_response(
+                generic_sso=mock_generic_sso,
+                state=None,
+                generic_authorization_endpoint="http://idp.internal/authorize",
+                request=spoofed_request,
+            )
+
+        cookie_headers = response.headers.getlist("set-cookie")
+        cookie_str = next(
+            (c for c in cookie_headers if "litellm_oauth_state=" in c), None
+        )
+        assert cookie_str is not None
+        assert "Secure" not in cookie_str
+
     @pytest.mark.asyncio
     async def test_pkce_callback_rejects_missing_cookie(self):
         """When PKCE is enabled and a code_verifier is in the cache, the
@@ -8586,6 +8813,24 @@ class TestSameOriginReturnPath:
         assert _is_same_origin_return_path("") is False
 
 
+def _make_https_request() -> Request:
+    request = MagicMock(spec=Request)
+    request.url.scheme = "https"
+    request.headers = {}
+    request.client = MagicMock()
+    request.client.host = "203.0.113.5"
+    return request
+
+
+def _make_http_request() -> Request:
+    request = MagicMock(spec=Request)
+    request.url.scheme = "http"
+    request.headers = {}
+    request.client = MagicMock()
+    request.client.host = "203.0.113.5"
+    return request
+
+
 class TestPersistReturnToCookieSharedHelper:
     """The single shared return_to helper used by EVERY sign-in branch (SSO / Okta / generic AND the
     username/password form). It must be best-effort and NEVER raise — a bad return_to can never block
@@ -8603,7 +8848,7 @@ class TestPersistReturnToCookieSharedHelper:
 
         monkeypatch.setattr("litellm.proxy.proxy_server.general_settings", {})
         resp = Response()
-        _persist_return_to_cookie(resp, "/mcp/authorize?client_id=llm_dcrc_abc")
+        _persist_return_to_cookie(resp, "/mcp/authorize?client_id=llm_dcrc_abc", _make_https_request())
         assert "litellm_cp_return_to=" in self._cookie(resp)
 
     def test_bad_absolute_with_control_plane_configured_does_not_raise_and_is_not_stored(self, monkeypatch):
@@ -8617,7 +8862,7 @@ class TestPersistReturnToCookieSharedHelper:
             "litellm.proxy.proxy_server.general_settings", {"control_plane_url": "https://cp.example.com"}
         )
         resp = Response()
-        _persist_return_to_cookie(resp, "https://evil.example.com/steal")  # must not raise
+        _persist_return_to_cookie(resp, "https://evil.example.com/steal", _make_https_request())  # must not raise
         assert "litellm_cp_return_to=" not in self._cookie(resp)
 
     def test_none_return_to_is_a_noop(self):
@@ -8626,7 +8871,7 @@ class TestPersistReturnToCookieSharedHelper:
         from litellm.proxy.management_endpoints.ui_sso import _persist_return_to_cookie
 
         resp = Response()
-        _persist_return_to_cookie(resp, None)
+        _persist_return_to_cookie(resp, None, _make_https_request())
         assert "litellm_cp_return_to=" not in self._cookie(resp)
 
     def test_control_plane_matching_absolute_is_stored(self, monkeypatch):
@@ -8638,5 +8883,126 @@ class TestPersistReturnToCookieSharedHelper:
             "litellm.proxy.proxy_server.general_settings", {"control_plane_url": "https://cp.example.com"}
         )
         resp = Response()
-        _persist_return_to_cookie(resp, "https://cp.example.com/ui?page=models")
+        _persist_return_to_cookie(resp, "https://cp.example.com/ui?page=models", _make_https_request())
         assert "litellm_cp_return_to=" in self._cookie(resp)
+
+    def test_cookie_is_secure_and_httponly_over_https(self, monkeypatch):
+        from fastapi import Response
+
+        from litellm.proxy.management_endpoints.ui_sso import _persist_return_to_cookie
+
+        monkeypatch.setattr("litellm.proxy.proxy_server.general_settings", {})
+        resp = Response()
+        _persist_return_to_cookie(resp, "/mcp/authorize", _make_https_request())
+        cookie = self._cookie(resp)
+        assert "Secure" in cookie
+        assert "HttpOnly" in cookie
+        assert "SameSite=lax" in cookie
+
+    def test_cookie_is_not_secure_over_plain_http_direct(self, monkeypatch):
+        from fastapi import Response
+
+        from litellm.proxy.management_endpoints.ui_sso import _persist_return_to_cookie
+
+        monkeypatch.setattr("litellm.proxy.proxy_server.general_settings", {})
+        resp = Response()
+        _persist_return_to_cookie(resp, "/mcp/authorize", _make_http_request())
+        assert "Secure" not in self._cookie(resp)
+
+    def test_cookie_is_secure_behind_trusted_tls_terminating_proxy(self, monkeypatch):
+        """Regression for the reported bug: TLS terminates at a reverse proxy, litellm only
+        sees a plain-HTTP hop, but a trusted X-Forwarded-Proto: https must still mark the
+        cookie Secure."""
+        from fastapi import Response
+
+        from litellm.proxy.management_endpoints.ui_sso import _persist_return_to_cookie
+
+        monkeypatch.setattr(
+            "litellm.proxy.proxy_server.general_settings",
+            {"use_x_forwarded_for": True, "mcp_trusted_proxy_ranges": ["10.0.0.0/8"]},
+        )
+        resp = Response()
+        request = _make_http_request()
+        request.client.host = "10.0.0.5"
+        request.headers = {"X-Forwarded-Proto": "https"}
+        _persist_return_to_cookie(resp, "/mcp/authorize", request)
+        assert "Secure" in self._cookie(resp)
+
+
+class TestSessionTokenCookie:
+    """Regression tests for the ``token`` session cookie set by every sign-in path
+    (username/password login, SSO callback, the CLI /v2, /v3 login exchange helpers).
+    It was previously set with no Secure/HttpOnly/SameSite attributes at all -- always
+    sent over plain HTTP and readable by any script on the page. HttpOnly must stay off
+    deliberately: the dashboard reads this cookie via document.cookie."""
+
+    @staticmethod
+    def _cookie(resp) -> str:
+        return resp.headers.get("set-cookie", "")
+
+    def test_secure_over_direct_https(self, monkeypatch):
+        from fastapi import Response
+
+        from litellm.proxy.management_endpoints.ui_sso import set_session_token_cookie
+
+        monkeypatch.delenv("PROXY_BASE_URL", raising=False)
+        resp = Response()
+        set_session_token_cookie(resp, _make_https_request(), "jwt-token-value")
+        cookie = self._cookie(resp)
+        assert "token=jwt-token-value" in cookie
+        assert "Secure" in cookie
+        assert "SameSite=lax" in cookie
+        assert "HttpOnly" not in cookie
+
+    def test_not_secure_over_direct_http(self, monkeypatch):
+        from fastapi import Response
+
+        from litellm.proxy.management_endpoints.ui_sso import set_session_token_cookie
+
+        monkeypatch.delenv("PROXY_BASE_URL", raising=False)
+        resp = Response()
+        set_session_token_cookie(resp, _make_http_request(), "jwt-token-value")
+        assert "Secure" not in self._cookie(resp)
+
+    def test_secure_behind_trusted_tls_terminating_proxy(self, monkeypatch):
+        """THE regression: TLS terminates at a reverse proxy, litellm only sees a
+        plain-HTTP hop, but the session cookie must still be marked Secure when the
+        operator has configured a trusted proxy that reports X-Forwarded-Proto: https."""
+        from fastapi import Response
+
+        from litellm.proxy.management_endpoints.ui_sso import set_session_token_cookie
+
+        monkeypatch.delenv("PROXY_BASE_URL", raising=False)
+        monkeypatch.setattr(
+            "litellm.proxy.proxy_server.general_settings",
+            {"use_x_forwarded_for": True, "mcp_trusted_proxy_ranges": ["10.0.0.0/8"]},
+        )
+        request = _make_http_request()
+        request.client.host = "10.0.0.5"
+        request.headers = {"X-Forwarded-Proto": "https"}
+        resp = Response()
+        set_session_token_cookie(resp, request, "jwt-token-value")
+        assert "Secure" in self._cookie(resp)
+
+    def test_untrusted_spoofed_forwarded_proto_is_ignored(self, monkeypatch):
+        from fastapi import Response
+
+        from litellm.proxy.management_endpoints.ui_sso import set_session_token_cookie
+
+        monkeypatch.delenv("PROXY_BASE_URL", raising=False)
+        monkeypatch.setattr("litellm.proxy.proxy_server.general_settings", {})
+        request = _make_http_request()
+        request.headers = {"X-Forwarded-Proto": "https"}
+        resp = Response()
+        set_session_token_cookie(resp, request, "jwt-token-value")
+        assert "Secure" not in self._cookie(resp)
+
+    def test_proxy_base_url_https_overrides_literal_http_scheme(self, monkeypatch):
+        from fastapi import Response
+
+        from litellm.proxy.management_endpoints.ui_sso import set_session_token_cookie
+
+        monkeypatch.setenv("PROXY_BASE_URL", "https://litellm.example.com")
+        resp = Response()
+        set_session_token_cookie(resp, _make_http_request(), "jwt-token-value")
+        assert "Secure" in self._cookie(resp)
diff --git a/tests/test_litellm/proxy/management_helpers/test_access_group_key_sync.py b/tests/test_litellm/proxy/management_helpers/test_access_group_key_sync.py
new file mode 100644
index 00000000000..60c36e33e09
--- /dev/null
+++ b/tests/test_litellm/proxy/management_helpers/test_access_group_key_sync.py
@@ -0,0 +1,57 @@
+from types import SimpleNamespace
+from unittest.mock import AsyncMock, MagicMock
+
+import pytest
+
+from litellm.proxy.db.prisma_client import PrismaWrapper
+from litellm.proxy.db.routing_prisma_wrapper import RoutingPrismaWrapper
+from litellm.proxy.management_helpers.access_group_key_sync import (
+    sync_key_access_group_membership,
+    sync_key_regeneration_access_group_membership,
+)
+
+
+def _routed_prisma_client():
+    writer_inner = MagicMock(name="writer_prisma")
+    reader_inner = MagicMock(name="reader_prisma")
+    writer_inner.query_raw = AsyncMock(return_value=[])
+    reader_inner.query_raw = AsyncMock(return_value=[])
+    writer = PrismaWrapper(original_prisma=writer_inner, iam_token_db_auth=False)
+    reader = PrismaWrapper(original_prisma=reader_inner, iam_token_db_auth=False)
+    routing = RoutingPrismaWrapper(writer=writer, reader=reader)
+    return SimpleNamespace(db=routing), writer_inner, reader_inner
+
+
+@pytest.mark.asyncio
+async def test_regeneration_repoint_update_runs_on_the_writer():
+    prisma_client, writer_inner, reader_inner = _routed_prisma_client()
+
+    await sync_key_regeneration_access_group_membership(
+        prisma_client=prisma_client,
+        previous_key_token="old-token",
+        new_key_token="new-token",
+        data=None,
+        existing_key_row=MagicMock(),
+    )
+
+    writer_inner.query_raw.assert_awaited_once()
+    assert writer_inner.query_raw.await_args.args[0].startswith('UPDATE "LiteLLM_AccessGroupTable"')
+    reader_inner.query_raw.assert_not_awaited()
+
+
+@pytest.mark.asyncio
+async def test_membership_attach_and_detach_updates_run_on_the_writer():
+    prisma_client, writer_inner, reader_inner = _routed_prisma_client()
+
+    await sync_key_access_group_membership(
+        prisma_client=prisma_client,
+        key_token="token",
+        previous_access_group_ids=["ag-old"],
+        updated_access_group_ids=["ag-new"],
+    )
+
+    assert writer_inner.query_raw.await_count == 2
+    assert all(
+        call.args[0].startswith('UPDATE "LiteLLM_AccessGroupTable"') for call in writer_inner.query_raw.await_args_list
+    )
+    reader_inner.query_raw.assert_not_awaited()
diff --git a/tests/test_litellm/proxy/management_helpers/test_access_group_model_sync.py b/tests/test_litellm/proxy/management_helpers/test_access_group_model_sync.py
new file mode 100644
index 00000000000..65ef2d55cb8
--- /dev/null
+++ b/tests/test_litellm/proxy/management_helpers/test_access_group_model_sync.py
@@ -0,0 +1,170 @@
+from types import SimpleNamespace
+from unittest.mock import AsyncMock, MagicMock, patch
+
+import pytest
+
+from litellm.proxy.db.prisma_client import PrismaWrapper
+from litellm.proxy.db.routing_prisma_wrapper import RoutingPrismaWrapper
+from litellm.proxy.management_helpers.access_group_model_sync import (
+    sync_access_groups_for_deleted_model,
+    sync_access_groups_for_renamed_model,
+)
+
+_INVALIDATE = "litellm.proxy.management_helpers.access_group_model_sync.invalidate_access_group_caches"
+
+
+def _routed_prisma_client(deployment_count: int):
+    async def query_raw(sql, *params):
+        if sql.startswith("SELECT COUNT(*)"):
+            return [{"deployment_count": deployment_count}]
+        return [{"access_group_id": "ag-1"}, {"access_group_id": "ag-2"}]
+
+    writer_inner = MagicMock(name="writer_prisma")
+    reader_inner = MagicMock(name="reader_prisma")
+    writer_inner.query_raw = AsyncMock(side_effect=query_raw)
+    reader_inner.query_raw = AsyncMock(side_effect=query_raw)
+    writer = PrismaWrapper(original_prisma=writer_inner, iam_token_db_auth=False)
+    reader = PrismaWrapper(original_prisma=reader_inner, iam_token_db_auth=False)
+    routing = RoutingPrismaWrapper(writer=writer, reader=reader)
+    return SimpleNamespace(db=routing), writer_inner, reader_inner
+
+
+def _access_group_updates(writer_inner):
+    return [
+        call
+        for call in writer_inner.query_raw.await_args_list
+        if call.args[0].startswith('UPDATE "LiteLLM_AccessGroupTable"')
+    ]
+
+
+@pytest.mark.asyncio
+async def test_rename_replaces_the_old_name_when_no_other_deployment_carries_it():
+    prisma_client, writer_inner, reader_inner = _routed_prisma_client(deployment_count=0)
+
+    with patch(_INVALIDATE, new=AsyncMock()) as invalidate:
+        await sync_access_groups_for_renamed_model(
+            prisma_client, model_id="m-1", old_name="gpt-5.6", new_name="gpt-5.6-eu", llm_router=None
+        )
+
+    (update_call,) = _access_group_updates(writer_inner)
+    assert "array_replace" in update_call.args[0]
+    assert update_call.args[1:] == ("gpt-5.6", "gpt-5.6-eu")
+    invalidate.assert_awaited_once_with(("ag-1", "ag-2"))
+    reader_inner.query_raw.assert_not_awaited()
+
+
+@pytest.mark.asyncio
+async def test_rename_appends_the_new_name_when_a_sibling_row_keeps_the_old_one():
+    prisma_client, writer_inner, _ = _routed_prisma_client(deployment_count=1)
+
+    with patch(_INVALIDATE, new=AsyncMock()) as invalidate:
+        await sync_access_groups_for_renamed_model(
+            prisma_client, model_id="m-1", old_name="gpt-5.6", new_name="gpt-5.6-eu", llm_router=None
+        )
+
+    (update_call,) = _access_group_updates(writer_inner)
+    assert "array_append" in update_call.args[0]
+    assert "array_replace" not in update_call.args[0]
+    assert update_call.args[1:] == ("gpt-5.6", "gpt-5.6-eu")
+    invalidate.assert_awaited_once_with(("ag-1", "ag-2"))
+
+
+def _router_serving(db_model_by_deployment_id: dict[str, bool]):
+    llm_router = MagicMock()
+    llm_router.get_model_ids.return_value = list(db_model_by_deployment_id)
+    llm_router.get_deployment.side_effect = lambda model_id: SimpleNamespace(
+        model_info=SimpleNamespace(db_model=db_model_by_deployment_id[model_id])
+    )
+    return llm_router
+
+
+@pytest.mark.asyncio
+@pytest.mark.parametrize(
+    "db_model_by_deployment_id, expected_write",
+    [
+        ({"m-1": True}, "array_replace"),
+        ({"m-1": True, "m-from-config": False}, "array_append"),
+        ({"m-1": True, "m-db-sibling-this-worker-has-not-refreshed": True}, "array_replace"),
+    ],
+)
+async def test_rename_counts_only_config_deployments_with_another_id_as_backing_the_old_name(
+    db_model_by_deployment_id, expected_write
+):
+    prisma_client, writer_inner, _ = _routed_prisma_client(deployment_count=0)
+    llm_router = _router_serving(db_model_by_deployment_id)
+
+    with patch(_INVALIDATE, new=AsyncMock()):
+        await sync_access_groups_for_renamed_model(
+            prisma_client, model_id="m-1", old_name="gpt-5.6", new_name="gpt-5.6-eu", llm_router=llm_router
+        )
+
+    llm_router.get_model_ids.assert_called_once_with(model_name="gpt-5.6")
+    (update_call,) = _access_group_updates(writer_inner)
+    assert expected_write in update_call.args[0]
+
+
+@pytest.mark.asyncio
+async def test_delete_ignores_a_db_sibling_this_worker_has_not_refreshed_yet():
+    prisma_client, writer_inner, _ = _routed_prisma_client(deployment_count=0)
+    llm_router = _router_serving({"m-1": True, "m-renamed-elsewhere": True})
+
+    with patch(_INVALIDATE, new=AsyncMock()) as invalidate:
+        await sync_access_groups_for_deleted_model(
+            prisma_client, model_id="m-1", model_name="gpt-5.6", llm_router=llm_router
+        )
+
+    (update_call,) = _access_group_updates(writer_inner)
+    assert "array_remove" in update_call.args[0]
+    invalidate.assert_awaited_once_with(("ag-1", "ag-2"))
+
+
+@pytest.mark.asyncio
+async def test_delete_keeps_the_name_while_a_config_deployment_still_serves_it():
+    prisma_client, writer_inner, _ = _routed_prisma_client(deployment_count=0)
+    llm_router = _router_serving({"m-1": True, "m-from-config": False})
+
+    with patch(_INVALIDATE, new=AsyncMock()) as invalidate:
+        await sync_access_groups_for_deleted_model(
+            prisma_client, model_id="m-1", model_name="gpt-5.6", llm_router=llm_router
+        )
+
+    assert _access_group_updates(writer_inner) == []
+    invalidate.assert_not_awaited()
+
+
+@pytest.mark.asyncio
+async def test_rename_to_the_same_name_writes_nothing():
+    prisma_client, writer_inner, _ = _routed_prisma_client(deployment_count=0)
+
+    with patch(_INVALIDATE, new=AsyncMock()) as invalidate:
+        await sync_access_groups_for_renamed_model(
+            prisma_client, model_id="m-1", old_name="gpt-5.6", new_name="gpt-5.6", llm_router=None
+        )
+
+    assert _access_group_updates(writer_inner) == []
+    invalidate.assert_not_awaited()
+
+
+@pytest.mark.asyncio
+async def test_delete_removes_the_name_when_no_row_backs_it_any_more():
+    prisma_client, writer_inner, reader_inner = _routed_prisma_client(deployment_count=0)
+
+    with patch(_INVALIDATE, new=AsyncMock()) as invalidate:
+        await sync_access_groups_for_deleted_model(prisma_client, model_id="m-1", model_name="gpt-5.6", llm_router=None)
+
+    (update_call,) = _access_group_updates(writer_inner)
+    assert "array_remove" in update_call.args[0]
+    assert update_call.args[1:] == ("gpt-5.6",)
+    invalidate.assert_awaited_once_with(("ag-1", "ag-2"))
+    reader_inner.query_raw.assert_not_awaited()
+
+
+@pytest.mark.asyncio
+async def test_delete_keeps_the_name_while_a_sibling_row_still_backs_it():
+    prisma_client, writer_inner, _ = _routed_prisma_client(deployment_count=2)
+
+    with patch(_INVALIDATE, new=AsyncMock()) as invalidate:
+        await sync_access_groups_for_deleted_model(prisma_client, model_id="m-1", model_name="gpt-5.6", llm_router=None)
+
+    assert _access_group_updates(writer_inner) == []
+    invalidate.assert_not_awaited()
diff --git a/tests/test_litellm/proxy/openai_files_endpoint/test_files_endpoint.py b/tests/test_litellm/proxy/openai_files_endpoint/test_files_endpoint.py
index 87e0319f6a1..bca97915347 100644
--- a/tests/test_litellm/proxy/openai_files_endpoint/test_files_endpoint.py
+++ b/tests/test_litellm/proxy/openai_files_endpoint/test_files_endpoint.py
@@ -4555,3 +4555,114 @@ def test_create_file_async_pre_call_hook_rejection_blocks_upload(monkeypatch, ll
     assert response.status_code == 400, response.text
     assert "file upload not allowed" in response.text
     assert provider_route.call_count == 0
+
+
+def test_create_file_non_batch_over_max_file_size_mb_rejected_before_forwarding(monkeypatch, llm_router: Router):
+    """max_file_size_mb applies to every purpose, unlike the batch-only max_batch_file_size_mb."""
+    import litellm.proxy.proxy_server as ps
+
+    forwarded_calls = _setup_batch_upload_endpoint(monkeypatch, llm_router)
+    monkeypatch.setitem(ps.general_settings, "max_file_size_mb", 1)
+
+    oversized = b"x" * (2 * 1024 * 1024)
+    try:
+        response = client.post(
+            "/v1/files",
+            files={"file": ("labels.jsonl", oversized, "application/octet-stream")},
+            data={"purpose": "user_data"},
+            headers={"Authorization": "Bearer test-key"},
+        )
+    finally:
+        _teardown_batch_upload_endpoint()
+
+    assert response.status_code == 413, response.text
+    error = response.json()["error"]
+    assert error["type"] == "invalid_request_error"
+    assert error["param"] == "file"
+    assert "max_file_size_mb" in error["message"]
+    assert "1 MB" in error["message"]
+    assert forwarded_calls == []
+
+
+def test_create_file_non_batch_under_max_file_size_mb_forwards(monkeypatch, llm_router: Router):
+    import litellm.proxy.proxy_server as ps
+
+    forwarded_calls = _setup_batch_upload_endpoint(monkeypatch, llm_router)
+    monkeypatch.setitem(ps.general_settings, "max_file_size_mb", 1)
+
+    try:
+        response = client.post(
+            "/v1/files",
+            files={"file": ("labels.jsonl", b"small content", "application/octet-stream")},
+            data={"purpose": "user_data"},
+            headers={"Authorization": "Bearer test-key"},
+        )
+    finally:
+        _teardown_batch_upload_endpoint()
+
+    assert response.status_code == 200, response.text
+    assert len(forwarded_calls) == 1
+
+
+def test_create_file_blocked_extension_rejected_before_forwarding(monkeypatch, llm_router: Router):
+    import litellm.proxy.proxy_server as ps
+
+    forwarded_calls = _setup_batch_upload_endpoint(monkeypatch, llm_router)
+    monkeypatch.setitem(ps.general_settings, "blocked_file_extensions", [".exe", ".sh"])
+
+    try:
+        response = client.post(
+            "/v1/files",
+            files={"file": ("payload.exe", b"MZ\x90\x00", "application/octet-stream")},
+            data={"purpose": "user_data"},
+            headers={"Authorization": "Bearer test-key"},
+        )
+    finally:
+        _teardown_batch_upload_endpoint()
+
+    assert response.status_code == 400, response.text
+    error = response.json()["error"]
+    assert error["type"] == "invalid_request_error"
+    assert error["param"] == "file"
+    assert ".exe" in error["message"]
+    assert "blocked_file_extensions" in error["message"]
+    assert forwarded_calls == []
+
+
+def test_create_file_blocked_extension_unset_allows_everything(monkeypatch, llm_router: Router):
+    forwarded_calls = _setup_batch_upload_endpoint(monkeypatch, llm_router)
+
+    try:
+        response = client.post(
+            "/v1/files",
+            files={"file": ("payload.exe", b"MZ\x90\x00", "application/octet-stream")},
+            data={"purpose": "user_data"},
+            headers={"Authorization": "Bearer test-key"},
+        )
+    finally:
+        _teardown_batch_upload_endpoint()
+
+    assert response.status_code == 200, response.text
+    assert len(forwarded_calls) == 1
+
+
+def test_create_file_path_traversal_filename_rejected_before_forwarding(monkeypatch, llm_router: Router):
+    """A filename carrying a directory-traversal component must never reach storage or the provider."""
+    forwarded_calls = _setup_batch_upload_endpoint(monkeypatch, llm_router)
+
+    try:
+        response = client.post(
+            "/v1/files",
+            files={"file": ("../../etc/passwd", b"malicious content", "text/plain")},
+            data={"purpose": "user_data"},
+            headers={"Authorization": "Bearer test-key"},
+        )
+    finally:
+        _teardown_batch_upload_endpoint()
+
+    assert response.status_code == 400, response.text
+    error = response.json()["error"]
+    assert error["type"] == "invalid_request_error"
+    assert error["param"] == "file"
+    assert "traversal" in error["message"].lower()
+    assert forwarded_calls == []
diff --git a/tests/test_litellm/proxy/openai_files_endpoint/test_general_upload_validation.py b/tests/test_litellm/proxy/openai_files_endpoint/test_general_upload_validation.py
new file mode 100644
index 00000000000..9f7dd914e4a
--- /dev/null
+++ b/tests/test_litellm/proxy/openai_files_endpoint/test_general_upload_validation.py
@@ -0,0 +1,134 @@
+import io
+
+import pytest
+
+from litellm.proxy._types import ProxyException
+from litellm.proxy.openai_files_endpoints.general_upload_validation import (
+    MB,
+    UploadedFileBlockedExtension,
+    UploadedFileTooLarge,
+    UploadedFileUnsafeFilename,
+    check_blocked_extension,
+    check_unsafe_filename,
+    check_upload_file_size,
+    raise_upload_validation_failure,
+)
+
+
+def test_size_under_cap_allowed():
+    assert check_upload_file_size(b"x" * 100, 1) is None
+
+
+def test_size_over_cap_rejected_for_bytes():
+    content = b"x" * (2 * MB)
+    assert check_upload_file_size(content, 1) == UploadedFileTooLarge(size_bytes=len(content), limit_mb=1)
+
+
+def test_size_over_cap_rejected_for_binaryio_and_restores_caller_position():
+    """The handle is caller-owned; inspecting its size must not discard where the caller had it."""
+    content = b"x" * (2 * MB)
+    handle = io.BytesIO(content)
+    handle.seek(17)
+    assert check_upload_file_size(handle, 1) == UploadedFileTooLarge(size_bytes=len(content), limit_mb=1)
+    assert handle.tell() == 17
+
+
+def test_size_under_cap_allowed_for_binaryio_restores_caller_position():
+    handle = io.BytesIO(b"x" * 100)
+    handle.seek(42)
+    assert check_upload_file_size(handle, 1) is None
+    assert handle.tell() == 42
+
+
+def test_size_exactly_at_cap_allowed():
+    content = b"x" * MB
+    assert check_upload_file_size(content, 1) is None
+
+
+def test_no_cap_skips_size_check():
+    assert check_upload_file_size(b"x" * (10 * MB), None) is None
+
+
+@pytest.mark.parametrize("cap", [0, -3])
+def test_nonpositive_cap_disables_size_check(cap):
+    assert check_upload_file_size(b"x" * (10 * MB), cap) is None
+
+
+def test_blocked_extension_rejected():
+    assert check_blocked_extension("payload.exe", (".exe", ".sh")) == UploadedFileBlockedExtension(extension=".exe")
+
+
+def test_blocked_extension_match_is_case_insensitive():
+    assert check_blocked_extension("payload.EXE", (".exe",)) == UploadedFileBlockedExtension(extension=".exe")
+
+
+def test_blocked_extension_match_is_case_insensitive_for_configured_value():
+    """A config entry like blocked_file_extensions: ['.EXE'] must still catch a lowercase upload."""
+    assert check_blocked_extension("payload.exe", (".EXE",)) == UploadedFileBlockedExtension(extension=".exe")
+
+
+def test_extension_not_in_blocklist_allowed():
+    assert check_blocked_extension("report.pdf", (".exe", ".sh")) is None
+
+
+def test_empty_blocklist_allows_everything():
+    assert check_blocked_extension("payload.exe", ()) is None
+
+
+def test_no_filename_skips_extension_check():
+    assert check_blocked_extension(None, (".exe",)) is None
+
+
+def test_path_traversal_filename_rejected():
+    assert check_unsafe_filename("../../etc/passwd") == UploadedFileUnsafeFilename(filename="../../etc/passwd")
+
+
+def test_windows_style_path_traversal_filename_rejected():
+    assert check_unsafe_filename("..\\..\\windows\\system32\\config") == UploadedFileUnsafeFilename(
+        filename="..\\..\\windows\\system32\\config"
+    )
+
+
+def test_traversal_embedded_after_extension_rejected():
+    assert check_unsafe_filename("report.jsonl/../../etc/cron.d/evil") == UploadedFileUnsafeFilename(
+        filename="report.jsonl/../../etc/cron.d/evil"
+    )
+
+
+def test_null_byte_filename_rejected():
+    assert check_unsafe_filename("report.pdf\x00.exe") == UploadedFileUnsafeFilename(filename="report.pdf\x00.exe")
+
+
+@pytest.mark.parametrize("filename", ["report.pdf", ".env", "a.b.c.jsonl", "my file (1).csv", None])
+def test_ordinary_filenames_allowed(filename):
+    assert check_unsafe_filename(filename) is None
+
+
+@pytest.mark.parametrize(
+    "failure, expected_code, expected_fragments",
+    [
+        (
+            UploadedFileTooLarge(size_bytes=15728640, limit_mb=10),
+            "413",
+            ("15.0 MB", "max_file_size_mb", "10 MB", "not forwarded"),
+        ),
+        (
+            UploadedFileBlockedExtension(extension=".exe"),
+            "400",
+            (".exe", "blocked_file_extensions", "not forwarded"),
+        ),
+        (
+            UploadedFileUnsafeFilename(filename="../../etc/passwd"),
+            "400",
+            ("../../etc/passwd", "traversal", "not forwarded"),
+        ),
+    ],
+)
+def test_failures_map_to_openai_shaped_proxy_exceptions(failure, expected_code, expected_fragments):
+    with pytest.raises(ProxyException) as exc_info:
+        raise_upload_validation_failure(failure)
+    assert exc_info.value.code == expected_code
+    assert exc_info.value.type == "invalid_request_error"
+    assert exc_info.value.param == "file"
+    for fragment in expected_fragments:
+        assert fragment in exc_info.value.message
diff --git a/tests/test_litellm/proxy/pass_through_endpoints/test_pass_through_endpoints.py b/tests/test_litellm/proxy/pass_through_endpoints/test_pass_through_endpoints.py
index f5ae0fe5977..91367507247 100644
--- a/tests/test_litellm/proxy/pass_through_endpoints/test_pass_through_endpoints.py
+++ b/tests/test_litellm/proxy/pass_through_endpoints/test_pass_through_endpoints.py
@@ -2,6 +2,7 @@ import asyncio
 import json
 import logging
 import os
+from collections.abc import Callable
 from contextlib import ExitStack, contextmanager
 from io import BytesIO
 from types import SimpleNamespace
@@ -29,6 +30,7 @@ from litellm.proxy.pass_through_endpoints.pass_through_endpoints import (
     websocket_passthrough_request,
 )
 from litellm.integrations.custom_logger import CustomLogger
+from litellm.litellm_core_utils.litellm_logging import Logging as LiteLLMLoggingObj
 from litellm.proxy._types import ProxyException, UserAPIKeyAuth
 from litellm.types.passthrough_endpoints.pass_through_endpoints import (
     LITELLM_PASS_THROUGH_RAW_BODY_STATE_KEY,
@@ -5464,7 +5466,10 @@ def test_the_marker_check_distinguishes_the_two_route_kinds():
     assert request_dispatched_to_pass_through_endpoint(builtin) is False
 
 
-async def _drive_passthrough_request_and_capture_logging(user_api_key_dict: UserAPIKeyAuth) -> tuple[int, object]:
+async def _drive_passthrough_request_and_capture_logging(
+    user_api_key_dict: UserAPIKeyAuth,
+    on_pre_call: Callable[[LiteLLMLoggingObj | None], None] | None = None,
+) -> tuple[int, LiteLLMLoggingObj | None]:
     import litellm
     from litellm.llms.custom_httpx.http_handler import get_async_httpx_client
     from litellm.types.llms.custom_http import httpxSpecialProvider
@@ -5487,10 +5492,12 @@ async def _drive_passthrough_request_and_capture_logging(user_api_key_dict: User
     mock_request.query_params = QueryParams({})
     mock_request.body = AsyncMock(return_value=b'{"model": "gemini-2.0-flash"}')
 
-    captured_data: dict = {}
+    captured_data: dict = {}  # mutable-ok: the pre-call hook records the request data into it
 
     async def capture_pre_call_hook(user_api_key_dict, data, call_type):
         captured_data.update(data)
+        if on_pre_call is not None:
+            on_pre_call(data.get("litellm_logging_obj"))
         return data
 
     mock_proxy_logging = MagicMock()
@@ -5623,3 +5630,138 @@ async def test_resolve_team_callback_wiring_fails_open_on_operational_error():
     assert wiring.success_callbacks is None
     assert wiring.failure_callbacks is None
     assert wiring.logging_kwargs is None
+
+
+@pytest.mark.asyncio
+async def test_pass_through_request_leaves_guardrail_readable_metadata():
+    """A pre-call guardrail reads the request headers off the passthrough logging
+    params without raising."""
+    from litellm.proxy.guardrails.guardrail_hooks.hiddenlayer.hiddenlayer import (
+        _logged_request_headers,
+    )
+
+    user_api_key_dict = UserAPIKeyAuth(
+        api_key="test-key",
+        team_id="test-team",
+        team_metadata={
+            "logging": [
+                {
+                    "callback_name": "langfuse",
+                    "callback_type": "success_and_failure",
+                    "callback_vars": {
+                        "langfuse_public_key": "pk_test",
+                        "langfuse_secret_key": "sk_test",
+                    },
+                }
+            ]
+        },
+    )
+
+    observed: dict[str, dict[str, str] | BaseException] = {}  # mutable-ok: the pre-call hook records into it
+
+    def read_headers_the_way_a_guardrail_does(logging_obj: LiteLLMLoggingObj | None) -> None:
+        assert logging_obj is not None
+        try:
+            observed["headers"] = _logged_request_headers(logging_obj)
+        except Exception as exc:  # noqa: BLE001 - the regression is that this used to raise
+            observed["headers"] = exc
+
+    status_code, logging_obj = await _drive_passthrough_request_and_capture_logging(
+        user_api_key_dict, on_pre_call=read_headers_the_way_a_guardrail_does
+    )
+
+    assert "headers" in observed, "the pre-call hook never ran, so nothing was observed"
+    assert observed["headers"] == {}, f"guardrail header read failed: {observed['headers']!r}"
+    assert status_code == 200
+    assert logging_obj is not None
+    assert logging_obj.dynamic_success_callbacks, "team success callbacks must stay wired"
+    assert logging_obj.standard_callback_dynamic_params.get("langfuse_public_key") == "pk_test"
+
+
+@pytest.mark.asyncio
+async def test_pass_through_request_leaves_cost_router_logger_working():
+    """The cost router's logger reads the deployment id off the passthrough logging
+    params without raising. least_busy shares the read but swallows the exception,
+    so this is the strategy where the break is observable."""
+    from litellm._logging import verbose_logger
+    from litellm.caching.caching import DualCache
+    from litellm.router_strategy.lowest_cost import LowestCostLoggingHandler
+
+    handler = LowestCostLoggingHandler(router_cache=DualCache())
+
+    user_api_key_dict = UserAPIKeyAuth(
+        api_key="test-key",
+        team_id="test-team",
+        team_metadata={
+            "logging": [
+                {
+                    "callback_name": "langfuse",
+                    "callback_type": "success_and_failure",
+                    "callback_vars": {
+                        "langfuse_public_key": "pk_test",
+                        "langfuse_secret_key": "sk_test",
+                    },
+                }
+            ]
+        },
+    )
+
+    status_code, logging_obj = await _drive_passthrough_request_and_capture_logging(user_api_key_dict)
+    assert status_code == 200
+    assert logging_obj is not None
+
+    raised: list[logging.LogRecord] = []  # mutable-ok: logging.Handler records into it
+
+    class _RecordTracebacks(logging.Handler):
+        def emit(self, record: logging.LogRecord) -> None:
+            if record.exc_info is not None:
+                raised.append(record)
+
+    recorder = _RecordTracebacks()
+    verbose_logger.addHandler(recorder)
+    try:
+        await handler.async_log_success_event(
+            kwargs=logging_obj.model_call_details,
+            response_obj=None,
+            start_time=None,
+            end_time=None,
+        )
+    finally:
+        verbose_logger.removeHandler(recorder)
+
+    assert not raised, f"cost router logger raised on the passthrough logging params: {raised[0].exc_info}"
+
+
+@pytest.mark.parametrize("client_metadata_key", ["litellm_metadata", "metadata"])
+def test_passthrough_client_cannot_forge_session_id_omission(client_metadata_key: str):
+    """The omit marker is proxy-owned: only the pre-call policy may set it. A pass-through body that carries
+    it in its own metadata must not null out SpendLogs.session_id on a request the proxy never omitted."""
+    from litellm.constants import SESSION_ID_OMITTED_METADATA_KEY
+    from litellm.proxy.spend_tracking.spend_tracking_utils import _get_session_id_for_spend_log
+
+    mock_request = MagicMock(spec=Request)
+    mock_request.method = "POST"
+    mock_request.url = "http://0.0.0.0:4000/gemini/v1beta/models/gemini-2.5-flash:generateContent"
+    mock_request.headers = Headers({})
+    mock_request.scope = {}
+
+    kwargs = HttpPassThroughEndpointHelpers._init_kwargs_for_pass_through_endpoint(
+        request=mock_request,
+        user_api_key_dict=UserAPIKeyAuth(api_key="hashed-key"),
+        passthrough_logging_payload=MagicMock(),
+        logging_obj=MagicMock(),
+        _parsed_body={client_metadata_key: {SESSION_ID_OMITTED_METADATA_KEY: True}},
+        litellm_call_id="lit-6694-call-id",
+    )
+
+    metadata = kwargs["litellm_params"]["metadata"]
+    assert SESSION_ID_OMITTED_METADATA_KEY not in metadata
+    assert (
+        _get_session_id_for_spend_log(
+            kwargs={},
+            metadata=metadata,
+            standard_logging_payload={"trace_id": "per-call-random-trace-id"},
+            omit_when_missing=bool(metadata.get(SESSION_ID_OMITTED_METADATA_KEY)),
+        )
+        == "per-call-random-trace-id"
+    )
diff --git a/tests/test_litellm/proxy/pass_through_endpoints/test_vertex_passthrough_load_balancing.py b/tests/test_litellm/proxy/pass_through_endpoints/test_vertex_passthrough_load_balancing.py
index 961479c0393..6735f2a3780 100644
--- a/tests/test_litellm/proxy/pass_through_endpoints/test_vertex_passthrough_load_balancing.py
+++ b/tests/test_litellm/proxy/pass_through_endpoints/test_vertex_passthrough_load_balancing.py
@@ -5,6 +5,7 @@ import pytest
 from litellm.proxy._types import UserAPIKeyAuth
 from litellm.proxy.pass_through_endpoints.llm_passthrough_endpoints import (
     _base_vertex_proxy_route,
+    _upstream_headers_for_vertex_route,
 )
 from litellm.types.router import DeploymentTypedDict
 
@@ -348,6 +349,93 @@ async def test_vertex_passthrough_forwards_anthropic_beta_header():
         assert headers_passed_through is False
 
 
+VERTEX_ANTHROPIC_MODELS_PREFIX = "v1/projects/test-project/locations/global/publishers/anthropic/models/"
+
+
+@pytest.mark.asyncio
+@pytest.mark.parametrize(
+    ("model_segment", "expects_anthropic_beta"),
+    [
+        ("count-tokens:rawPredict", False),
+        ("claude-sonnet-4-6:streamRawPredict", True),
+    ],
+)
+async def test_vertex_passthrough_drops_anthropic_beta_only_on_count_tokens(
+    model_segment: str, expects_anthropic_beta: bool
+):
+    with (
+        patch(  # test-quality-ok: the route reads this proxy global at call time, nothing injects it
+            "litellm.proxy.proxy_server.llm_router", None
+        ),
+        patch(  # test-quality-ok: the route reads this proxy global at call time, nothing injects it
+            "litellm.proxy.pass_through_endpoints.llm_passthrough_endpoints.passthrough_endpoint_router"
+        ) as mock_pt_router,
+        patch(  # test-quality-ok: the route offers no injection point for its header preparation
+            "litellm.proxy.pass_through_endpoints.llm_passthrough_endpoints._prepare_vertex_auth_headers",
+            new_callable=AsyncMock,
+        ) as mock_prep_headers,
+        patch(  # test-quality-ok: the upstream call is captured here, the route offers no injection point
+            "litellm.proxy.pass_through_endpoints.llm_passthrough_endpoints.create_pass_through_route"
+        ) as mock_create_route,
+        patch(  # test-quality-ok: the route calls auth directly rather than through Depends
+            "litellm.proxy.pass_through_endpoints.llm_passthrough_endpoints.user_api_key_auth",
+            new_callable=AsyncMock,
+        ) as mock_auth,
+        patch(  # test-quality-ok: the route reads the request body for this, a MagicMock request has none
+            "litellm.proxy.pass_through_endpoints.llm_passthrough_endpoints.is_streaming_request_fn",
+            new_callable=AsyncMock,
+            return_value=False,
+        ),
+    ):
+        mock_pt_router.get_vertex_credentials.return_value = MagicMock()
+        mock_prep_headers.return_value = (
+            {
+                "anthropic-beta": "tool-search-tool-2025-10-19,web-search-2025-03-05",
+                "content-type": "application/json",
+                "Authorization": "Bearer vertex-access-token",
+            },
+            "https://aiplatform.googleapis.com",
+            False,
+            "test-project",
+            "global",
+        )
+        mock_create_route.return_value = AsyncMock()
+        mock_auth.return_value = UserAPIKeyAuth(api_key="sk-litellm-secret-key")
+
+        await _base_vertex_proxy_route(
+            endpoint=f"{VERTEX_ANTHROPIC_MODELS_PREFIX}{model_segment}",
+            request=MagicMock(),
+            fastapi_response=MagicMock(),
+            get_vertex_pass_through_handler=MagicMock(),
+        )
+
+        upstream_headers = mock_create_route.call_args.kwargs["custom_headers"]
+        assert ("anthropic-beta" in upstream_headers) is expects_anthropic_beta
+        assert upstream_headers["Authorization"] == "Bearer vertex-access-token"
+        assert upstream_headers["content-type"] == "application/json"
+
+
+def test_upstream_headers_for_vertex_route_filters_anthropic_beta_by_route():
+    headers = {
+        "Anthropic-Beta": "effort-2025-11-24",
+        "content-type": "application/json",
+        "Authorization": "Bearer vertex-access-token",
+    }
+
+    count_tokens_headers = _upstream_headers_for_vertex_route(
+        f"{VERTEX_ANTHROPIC_MODELS_PREFIX}count-tokens:rawPredict", headers
+    )
+    model_headers = _upstream_headers_for_vertex_route(
+        f"{VERTEX_ANTHROPIC_MODELS_PREFIX}claude-sonnet-4-6:rawPredict", headers
+    )
+
+    assert dict(count_tokens_headers) == {
+        "content-type": "application/json",
+        "Authorization": "Bearer vertex-access-token",
+    }
+    assert dict(model_headers) == headers
+
+
 @pytest.mark.asyncio
 async def test_vertex_passthrough_does_not_forward_litellm_auth_token():
     """
diff --git a/tests/test_litellm/proxy/proxy_server/test_routes_config.py b/tests/test_litellm/proxy/proxy_server/test_routes_config.py
index ad3c470acf3..dcb63b8ca82 100644
--- a/tests/test_litellm/proxy/proxy_server/test_routes_config.py
+++ b/tests/test_litellm/proxy/proxy_server/test_routes_config.py
@@ -60,6 +60,141 @@ def test_config_update_happy_admin(client, auth_as, mock_prisma, monkeypatch):
     assert normalize(response.json()) == {"message": "Config updated successfully"}
 
 
+def test_config_update_persists_optional_pre_call_checks(client, auth_as, mock_prisma, monkeypatch):
+    from litellm.proxy import proxy_server as ps
+    from litellm.proxy._types import LitellmUserRoles
+
+    table = _install_litellm_config(mock_prisma)
+    monkeypatch.setattr(ps, "prisma_client", mock_prisma)
+    fake_proxy_config = MagicMock()
+    fake_proxy_config.add_deployment = AsyncMock()
+    monkeypatch.setattr(ps, "proxy_config", fake_proxy_config)
+
+    with auth_as(LitellmUserRoles.PROXY_ADMIN):
+        response = client.post(
+            "/config/update",
+            json={"router_settings": {"optional_pre_call_checks": ["prompt_caching"]}},
+        )
+
+    assert response.status_code == 200
+    persisted = json.loads(table.upsert.call_args.kwargs["data"]["create"]["param_value"])
+    assert persisted["optional_pre_call_checks"] == ["prompt_caching"]
+
+
+def test_config_update_persists_model_group_affinity_config(client, auth_as, mock_prisma, monkeypatch):
+    from litellm.proxy import proxy_server as ps
+    from litellm.proxy._types import LitellmUserRoles
+
+    table = _install_litellm_config(mock_prisma)
+    monkeypatch.setattr(ps, "prisma_client", mock_prisma)
+    fake_proxy_config = MagicMock()
+    fake_proxy_config.add_deployment = AsyncMock()
+    monkeypatch.setattr(ps, "proxy_config", fake_proxy_config)
+
+    model_group_affinity_config = {"gpt-4": ["session_affinity"]}
+    with auth_as(LitellmUserRoles.PROXY_ADMIN):
+        response = client.post(
+            "/config/update",
+            json={"router_settings": {"model_group_affinity_config": model_group_affinity_config}},
+        )
+
+    assert response.status_code == 200
+    persisted = json.loads(table.upsert.call_args.kwargs["data"]["create"]["param_value"])
+    assert persisted["model_group_affinity_config"] == model_group_affinity_config
+
+
+def test_config_update_persists_disable_cooldowns(client, auth_as, mock_prisma, monkeypatch):
+    from litellm.proxy import proxy_server as ps
+    from litellm.proxy._types import LitellmUserRoles
+
+    table = _install_litellm_config(mock_prisma)
+    monkeypatch.setattr(ps, "prisma_client", mock_prisma)
+    fake_proxy_config = MagicMock()
+    fake_proxy_config.add_deployment = AsyncMock()
+    monkeypatch.setattr(ps, "proxy_config", fake_proxy_config)
+
+    with auth_as(LitellmUserRoles.PROXY_ADMIN):
+        response = client.post(
+            "/config/update",
+            json={"router_settings": {"disable_cooldowns": True}},
+        )
+
+    assert response.status_code == 200
+    persisted = json.loads(table.upsert.call_args.kwargs["data"]["create"]["param_value"])
+    assert persisted["disable_cooldowns"] is True
+
+
+def test_config_update_rejects_assistants_config(client, auth_as, mock_prisma, monkeypatch):
+    from litellm.proxy import proxy_server as ps
+    from litellm.proxy._types import LitellmUserRoles
+
+    table = _install_litellm_config(mock_prisma)
+    monkeypatch.setattr(ps, "prisma_client", mock_prisma)
+
+    with auth_as(LitellmUserRoles.PROXY_ADMIN):
+        response = client.post(
+            "/config/update",
+            json={"router_settings": {"assistants_config": {"enabled": True}}},
+        )
+
+    assert response.status_code == 400
+    assert "assistants_config" in response.json()["error"]["message"]
+    table.upsert.assert_not_called()
+
+
+def test_config_update_rejects_router_general_settings(client, auth_as, mock_prisma, monkeypatch):
+    from litellm.proxy import proxy_server as ps
+    from litellm.proxy._types import LitellmUserRoles
+
+    table = _install_litellm_config(mock_prisma)
+    monkeypatch.setattr(ps, "prisma_client", mock_prisma)
+
+    with auth_as(LitellmUserRoles.PROXY_ADMIN):
+        response = client.post(
+            "/config/update",
+            json={"router_settings": {"router_general_settings": {"async_only_mode": True}}},
+        )
+
+    assert response.status_code == 400
+    assert "router_general_settings" in response.json()["error"]["message"]
+    table.upsert.assert_not_called()
+
+
+def test_config_update_rejects_unknown_router_setting(client, auth_as, mock_prisma, monkeypatch):
+    from litellm.proxy import proxy_server as ps
+    from litellm.proxy._types import LitellmUserRoles
+
+    table = _install_litellm_config(mock_prisma)
+    monkeypatch.setattr(ps, "prisma_client", mock_prisma)
+
+    with auth_as(LitellmUserRoles.PROXY_ADMIN):
+        response = client.post(
+            "/config/update",
+            json={"router_settings": {"optional_precall_checks": ["prompt_caching"]}},
+        )
+
+    assert response.status_code == 400
+    assert "optional_precall_checks" in response.json()["error"]["message"]
+    table.upsert.assert_not_called()
+
+
+def test_config_update_unknown_router_setting_non_admin_forbidden(client, auth_as, mock_prisma, monkeypatch):
+    from litellm.proxy import proxy_server as ps
+    from litellm.proxy._types import LitellmUserRoles
+
+    _install_litellm_config(mock_prisma)
+    monkeypatch.setattr(ps, "prisma_client", mock_prisma)
+
+    with auth_as(LitellmUserRoles.INTERNAL_USER):
+        response = client.post(
+            "/config/update",
+            json={"router_settings": {"optional_precall_checks": ["prompt_caching"]}},
+        )
+
+    assert response.status_code == 403
+    assert "admin" in response.json()["error"]["message"].lower()
+
+
 def test_config_update_non_admin_forbidden(client, auth_as, mock_prisma, monkeypatch):
     """POST /config/update by a non-admin caller is rejected; the error
     surfaces as a ProxyException with the admin-only message."""
diff --git a/tests/test_litellm/proxy/proxy_server/test_routes_login_sso.py b/tests/test_litellm/proxy/proxy_server/test_routes_login_sso.py
index af37dbe85fe..45460dcecf1 100644
--- a/tests/test_litellm/proxy/proxy_server/test_routes_login_sso.py
+++ b/tests/test_litellm/proxy/proxy_server/test_routes_login_sso.py
@@ -29,7 +29,7 @@ def _install_login_mocks(monkeypatch, raise_on_auth: bool = False) -> None:
     """
     from litellm.proxy import proxy_server as ps
 
-    async def _fake_auth(username, password, master_key, prisma_client):
+    async def _fake_auth(username, password, master_key, prisma_client, general_settings=None):
         if raise_on_auth:
             raise Exception("boom-auth-failure")
         fake = MagicMock()
diff --git a/tests/test_litellm/proxy/proxy_server/test_routes_models.py b/tests/test_litellm/proxy/proxy_server/test_routes_models.py
index 2b126b1ea95..bc6106a06f8 100644
--- a/tests/test_litellm/proxy/proxy_server/test_routes_models.py
+++ b/tests/test_litellm/proxy/proxy_server/test_routes_models.py
@@ -45,6 +45,7 @@ def patched_models(monkeypatch):
     deployment = MagicMock()
     deployment.litellm_params.model = "gpt-4"
     router.get_deployment_by_model_group_name = MagicMock(return_value=deployment)
+    router.get_configured_display_name = MagicMock(return_value=None)
 
     monkeypatch.setattr(proxy_server, "llm_router", router)
     monkeypatch.setattr(proxy_server, "prisma_client", MagicMock())
@@ -187,6 +188,83 @@ def test_anthropic_format_carries_router_configured_token_limits(client, auth_as
     assert (claude["max_input_tokens"], claude["max_tokens"]) == (500000, 4096)
 
 
+@pytest.mark.parametrize("path", ["/v1/models", "/models"])
+def test_anthropic_format_uses_configured_display_name(client, auth_as, patched_models, path):
+    """A deployment's ``model_info.display_name`` becomes the Anthropic-native
+    ``display_name`` so Claude Code's picker shows a clean name while the id keeps
+    routing; models without one keep the id fallback, and the OpenAI-shaped
+    listing carries no display_name either way."""
+
+    def _configured(model_name):
+        return "Kimi K3" if model_name == "gpt-4" else None
+
+    patched_models.get_configured_display_name = MagicMock(side_effect=_configured)
+
+    with auth_as():
+        anthropic_response = client.get(path, headers={"anthropic-version": "2023-06-01"})
+        openai_response = client.get(path)
+
+    assert anthropic_response.status_code == 200
+    gpt_4, claude = anthropic_response.json()["data"]
+    assert (gpt_4["id"], gpt_4["display_name"]) == ("gpt-4", "Kimi K3")
+    assert (claude["id"], claude["display_name"]) == ("claude-sonnet", "claude-sonnet")
+
+    assert openai_response.status_code == 200
+    openai_models = openai_response.json()["data"]
+    assert [m["id"] for m in openai_models] == ["gpt-4", "claude-sonnet"]
+    assert all("display_name" not in m for m in openai_models)
+
+
+@pytest.mark.parametrize("params", [{}, {"scope": "expand"}])
+def test_anthropic_display_name_resolved_via_internal_team_key(
+    client, auth_as, patched_models, monkeypatch, params
+):
+    """For a team-scoped row the configured display name must be looked up by the
+    internal routing key while the entry itself is keyed by the public name, so
+    the clean name lands on the id the client actually sees."""
+    from litellm.proxy import utils as proxy_utils
+    from litellm.proxy.auth import model_checks
+
+    internal_name = "model_name_team-1_c0ffee"
+
+    patched_models.get_model_list = MagicMock(
+        return_value=[
+            {
+                "model_name": internal_name,
+                "model_info": {
+                    "team_id": "team-1",
+                    "team_public_model_name": "gpt-4-team",
+                },
+            }
+        ]
+    )
+    patched_models.get_model_names = MagicMock(return_value=[internal_name])
+    patched_models.get_configured_display_name = MagicMock(
+        side_effect=lambda model_name: "Team GPT" if model_name == internal_name else None
+    )
+
+    async def _fake_get_available_models_for_user(**kwargs):
+        return [internal_name]
+
+    monkeypatch.setattr(
+        proxy_utils,
+        "get_available_models_for_user",
+        _fake_get_available_models_for_user,
+    )
+    monkeypatch.setattr(
+        model_checks, "get_complete_model_list", lambda **kwargs: [internal_name]
+    )
+
+    with auth_as():
+        response = client.get(
+            "/v1/models", params=params, headers={"anthropic-version": "2023-06-01"}
+        )
+
+    assert response.status_code == 200
+    (entry,) = response.json()["data"]
+    assert (entry["id"], entry["display_name"]) == ("gpt-4-team", "Team GPT")
+
+
 @pytest.mark.parametrize("path", ["/v1/models", "/models"])
 def test_get_models_invalid_scope_returns_400(client, auth_as, patched_models, path):
     """Pins: ``GET /v1/models``, ``GET /models`` (error path: invalid scope)."""
diff --git a/tests/test_litellm/proxy/proxy_server/test_routes_onboarding.py b/tests/test_litellm/proxy/proxy_server/test_routes_onboarding.py
index 5cc22cca7a0..778acc1baab 100644
--- a/tests/test_litellm/proxy/proxy_server/test_routes_onboarding.py
+++ b/tests/test_litellm/proxy/proxy_server/test_routes_onboarding.py
@@ -234,7 +234,7 @@ def test_claim_onboarding_link_happy(client, monkeypatch, mock_prisma):
         json={
             "invitation_link": "inv-123",
             "user_id": "user-abc",
-            "password": "hunter2",
+            "password": "Hunter2Strong!",
         },
         headers={"Authorization": f"Bearer {onboarding_jwt}"},
     )
@@ -260,7 +260,7 @@ def test_claim_onboarding_link_invalid_invite_401(client, monkeypatch, mock_pris
         json={
             "invitation_link": "missing",
             "user_id": "user-abc",
-            "password": "hunter2",
+            "password": "Hunter2Strong!",
         },
         headers={"Authorization": "Bearer irrelevant"},
     )
@@ -287,7 +287,7 @@ def test_claim_onboarding_link_user_id_mismatch_401(
         json={
             "invitation_link": "inv-123",
             "user_id": "user-attacker",
-            "password": "hunter2",
+            "password": "Hunter2Strong!",
         },
         headers={"Authorization": "Bearer irrelevant"},
     )
@@ -339,7 +339,7 @@ def test_claim_onboarding_link_bad_onboarding_jwt_401(
         json={
             "invitation_link": "inv-123",
             "user_id": "user-abc",
-            "password": "hunter2",
+            "password": "Hunter2Strong!",
         },
         headers={"Authorization": f"Bearer {bogus_jwt}"},
     )
diff --git a/tests/test_litellm/proxy/proxy_server/test_routes_utils.py b/tests/test_litellm/proxy/proxy_server/test_routes_utils.py
index 35b5c72f92e..1e1436fcef8 100644
--- a/tests/test_litellm/proxy/proxy_server/test_routes_utils.py
+++ b/tests/test_litellm/proxy/proxy_server/test_routes_utils.py
@@ -9,12 +9,13 @@ Pins (PR2):
 from __future__ import annotations
 
 import asyncio
-from unittest.mock import AsyncMock, MagicMock
+import json
 
 import pytest
 
 import litellm
 from litellm.proxy import proxy_server
+from litellm.router_utils import pattern_match_deployments
 
 from .conftest import normalize  # type: ignore[import-not-found]
 
@@ -99,6 +100,7 @@ def test_token_counter_missing_input_returns_400(
 
 @pytest.fixture
 def patched_supported_params(monkeypatch):
+    monkeypatch.setattr(proxy_server, "llm_router", None)
     monkeypatch.setattr(
         litellm,
         "get_llm_provider",
@@ -124,12 +126,104 @@ def test_supported_openai_params_happy_path(client, auth_as, patched_supported_p
     }
 
 
+def test_supported_openai_params_resolves_router_alias(client, auth_as, monkeypatch):
+    """A router alias absent from the cost map resolves through the deployment's underlying model."""
+    router = litellm.Router(
+        model_list=[
+            {
+                "model_name": "claude-opus-4-6-cached",
+                "litellm_params": {"model": "anthropic/claude-opus-4-6", "api_key": "sk-test"},
+            }
+        ]
+    )
+    monkeypatch.setattr(proxy_server, "llm_router", router)
+
+    with auth_as():
+        response = client.get("/utils/supported_openai_params", params={"model": "claude-opus-4-6-cached"})
+
+    assert response.status_code == 200
+    expected = litellm.get_supported_openai_params(model="claude-opus-4-6", custom_llm_provider="anthropic")
+    assert response.json() == {"supported_openai_params": expected}
+    assert "max_tokens" in response.json()["supported_openai_params"]
+
+
+def test_supported_openai_params_declared_prefix_alias_resolves_through_router(client, auth_as, monkeypatch):
+    """Regression: an alias whose name starts with an authenticating provider's prefix skipped
+    router resolution and answered with that provider's params instead of the deployment's."""
+    router = litellm.Router(
+        model_list=[
+            {
+                "model_name": "github_copilot/gpt-4o",
+                "litellm_params": {"model": "anthropic/claude-opus-4-6", "api_key": "sk-test"},
+            }
+        ]
+    )
+    monkeypatch.setattr(proxy_server, "llm_router", router)
+
+    with auth_as():
+        response = client.get("/utils/supported_openai_params", params={"model": "github_copilot/gpt-4o"})
+
+    assert response.status_code == 200
+    expected = litellm.get_supported_openai_params(model="claude-opus-4-6", custom_llm_provider="anthropic")
+    assert response.json() == {"supported_openai_params": expected}
+
+
+def test_supported_openai_params_never_runs_oauth_for_authenticating_providers(client, auth_as, monkeypatch, tmp_path):
+    """Regression: github_copilot/chatgpt names answer from their declaration; resolving them
+    through ``get_llm_provider`` would run the provider's OAuth device flow and block the event loop."""
+    monkeypatch.setenv("GITHUB_COPILOT_TOKEN_DIR", str(tmp_path))
+    (tmp_path / "access-token").write_text("fake-access-token")
+    (tmp_path / "api-key.json").write_text(
+        json.dumps(
+            {
+                "token": "fake-api-key",
+                "expires_at": 4102444800,
+                "endpoints": {"api": "https://api.githubcopilot.com"},
+            }
+        )
+    )
+    router = litellm.Router(
+        model_list=[
+            {
+                "model_name": "copilot-alias",
+                "litellm_params": {"model": "github_copilot/gpt-4o"},
+            },
+            {
+                "model_name": "openai/*",
+                "litellm_params": {"model": "openai/*"},
+            },
+        ]
+    )
+    monkeypatch.setattr(proxy_server, "llm_router", router)
+
+    resolution_attempts: list[str] = []
+
+    def _oauth_tripwire(model, *args, **kwargs):
+        resolution_attempts.append(model)
+        raise AssertionError("get_llm_provider would run the OAuth device flow")
+
+    monkeypatch.setattr(litellm, "get_llm_provider", _oauth_tripwire)
+    monkeypatch.setattr(pattern_match_deployments, "get_llm_provider", _oauth_tripwire)
+    expected = litellm.get_supported_openai_params(model="gpt-4o", custom_llm_provider="github_copilot")
+
+    with auth_as():
+        via_alias = client.get("/utils/supported_openai_params", params={"model": "copilot-alias"})
+        via_direct_name = client.get("/utils/supported_openai_params", params={"model": "github_copilot/gpt-4o"})
+
+    assert via_alias.status_code == 200
+    assert via_alias.json() == {"supported_openai_params": expected}
+    assert via_direct_name.status_code == 200
+    assert via_direct_name.json() == {"supported_openai_params": expected}
+    assert resolution_attempts == []
+
+
 def test_supported_openai_params_invalid_model(client, auth_as, monkeypatch):
     """Pins ``GET /utils/supported_openai_params`` (error: unknown model)."""
 
     def _raise(model):
         raise Exception("unknown")
 
+    monkeypatch.setattr(proxy_server, "llm_router", None)
     monkeypatch.setattr(litellm, "get_llm_provider", _raise)
     with auth_as():
         response = client.get("/utils/supported_openai_params", params={"model": "??"})
diff --git a/tests/test_litellm/proxy/proxy_server/test_team_model_name_translation.py b/tests/test_litellm/proxy/proxy_server/test_team_model_name_translation.py
index aa35fd64f18..0fb9b1a6d88 100644
--- a/tests/test_litellm/proxy/proxy_server/test_team_model_name_translation.py
+++ b/tests/test_litellm/proxy/proxy_server/test_team_model_name_translation.py
@@ -19,7 +19,10 @@ from litellm.proxy._types import (
     LitellmUserRoles,
     UserAPIKeyAuth,
 )
-from litellm.proxy.common_utils.model_listing_utils import TeamModelNameTranslator
+from litellm.proxy.common_utils.model_listing_utils import (
+    TeamModelNameTranslator,
+    configured_display_names,
+)
 from litellm.proxy.proxy_server import (
     _get_proxy_model_info,
     _translate_model_name_for_response,
@@ -1391,6 +1394,27 @@ def test_resolve_public_name_respects_legacy_flag():
     )
 
 
+def test_configured_display_names_keyed_by_response_id():
+    """The map is keyed by the public response id while the router lookup uses
+    the internal routing key, and entries without a configured name are omitted."""
+    router = MagicMock()
+    router.get_configured_display_name = MagicMock(
+        side_effect=lambda model_name: "Team Sonnet" if model_name == "model_name_team-abc-123_4a6b8" else None
+    )
+
+    assert configured_display_names(
+        entries=[
+            ("team-claude-sonnet", "model_name_team-abc-123_4a6b8"),
+            ("gpt-4o", "gpt-4o"),
+        ],
+        llm_router=router,
+    ) == {"team-claude-sonnet": "Team Sonnet"}
+
+
+def test_configured_display_names_empty_without_router():
+    assert configured_display_names(entries=[("gpt-4o", "gpt-4o")], llm_router=None) == {}
+
+
 @pytest.mark.asyncio
 async def test_retrieve_model_by_public_name_returns_200(monkeypatch):
     """Regression: `GET /v1/models/{public_name}` must NOT 404. The listing
diff --git a/tests/test_litellm/proxy/public_endpoints/test_public_endpoints.py b/tests/test_litellm/proxy/public_endpoints/test_public_endpoints.py
index 31430da71e8..41439f28638 100644
--- a/tests/test_litellm/proxy/public_endpoints/test_public_endpoints.py
+++ b/tests/test_litellm/proxy/public_endpoints/test_public_endpoints.py
@@ -1,3 +1,4 @@
+import re
 from datetime import datetime, timezone
 from unittest.mock import AsyncMock, MagicMock, patch
 
@@ -756,6 +757,45 @@ def test_public_agent_hub_returns_empty_when_no_public_groups():
     assert response.json() == []
 
 
+# ---------------------------------------------------------------------------
+# /public/agents/fields
+# ---------------------------------------------------------------------------
+
+
+def test_bedrock_agentcore_runtime_arn_validation_pattern_accepts_full_resource_path():
+    """Regression for LIT-6737: the AgentCore agent_runtime_arn field's
+    validation_pattern must accept a complete runtime ARN whose resource part
+    is itself multi-segment (``runtime/<runtime-id>``), and reject the exact
+    truncated shape a naive split("/")-by-position parse used to produce (the
+    ARN cut off right after the ``runtime`` resource type).
+    """
+    app_instance = FastAPI()
+    app_instance.include_router(router)
+    test_client = TestClient(app_instance)
+
+    response = test_client.get("/public/agents/fields")
+    assert response.status_code == 200
+    agents = response.json()
+
+    bedrock_agentcore = next((a for a in agents if a["agent_type"] == "bedrock_agentcore"), None)
+    assert bedrock_agentcore is not None, "bedrock_agentcore agent type not found"
+    assert bedrock_agentcore["model_template"] == "bedrock/agentcore/{agent_runtime_arn}"
+
+    fields_by_key = {f["key"]: f for f in bedrock_agentcore["credential_fields"]}
+    arn_field = fields_by_key["agent_runtime_arn"]
+    assert arn_field["required"] is True
+    assert arn_field["include_in_litellm_params"] is False
+
+    pattern = arn_field.get("validation_pattern")
+    assert pattern, "agent_runtime_arn must ship a validation_pattern so the UI can reject a truncated ARN"
+
+    full_arn = "arn:aws:bedrock-agentcore:eu-central-1:123456789012:runtime/hosted_agent_4vm3i-BaTdfOELAs"
+    truncated_arn = "arn:aws:bedrock-agentcore:eu-central-1:123456789012:runtime"
+
+    assert re.match(pattern, full_arn), "the validator must accept a complete runtime ARN"
+    assert not re.match(pattern, truncated_arn), "the validator must reject the truncated ARN"
+
+
 # ---------------------------------------------------------------------------
 # /public/endpoints
 # ---------------------------------------------------------------------------
@@ -1037,3 +1077,253 @@ def test_public_mcp_hub_does_not_expose_upstream_url():
     assert all("url" not in item for item in data)
     assert secret_url not in response.text
     app.dependency_overrides.clear()
+
+
+
+@pytest.fixture
+def reset_autorouter_presets_cache():
+    from litellm.proxy.public_endpoints.public_endpoints import _AutoRouterPresetsCache
+
+    _AutoRouterPresetsCache.presets = None
+    _AutoRouterPresetsCache.lock = None
+    yield
+    _AutoRouterPresetsCache.presets = None
+    _AutoRouterPresetsCache.lock = None
+
+
+def test_get_autorouter_presets_local_mode_serves_bundled_catalog(
+    monkeypatch, reset_autorouter_presets_cache
+):
+    monkeypatch.setenv("LITELLM_LOCAL_AUTOROUTER_PRESETS", "True")
+    app = FastAPI()
+    app.include_router(router)
+    client = TestClient(app)
+
+    response = client.get("/public/autorouter_presets")
+
+    assert response.status_code == 200
+    payload = response.json()
+    assert "anthropic_family" in payload
+    assert payload["1m_context"]["complexity_router_config"]["classifier_type"] == "heuristic_v2"
+    assert payload["1m_context"]["complexity_router_config"]["tiers"] == {
+        "SIMPLE": ["gpt-5.6-luna"],
+        "MEDIUM": ["gpt-5.6-terra"],
+        "COMPLEX": ["claude-opus-5"],
+        "REASONING": ["claude-opus-5"],
+    }
+    assert payload["1m_context"]["complexity_router_config"]["tier_model_configs"] == {
+        "REASONING": [{"model_name": "claude-opus-5", "litellm_params": {"reasoning_effort": "high"}}]
+    }
+    for preset in payload.values():
+        assert isinstance(preset["label"], str)
+        assert isinstance(preset["description"], str)
+        assert "tiers" in preset["complexity_router_config"]
+
+
+@pytest.mark.asyncio
+async def test_get_autorouter_presets_fetches_once_per_process(
+    monkeypatch, reset_autorouter_presets_cache
+):
+    from litellm.proxy.public_endpoints.public_endpoints import (
+        _AUTOROUTER_PRESETS_ADAPTER,
+        get_autorouter_presets,
+    )
+
+    monkeypatch.delenv("LITELLM_LOCAL_AUTOROUTER_PRESETS", raising=False)
+    remote = _AUTOROUTER_PRESETS_ADAPTER.validate_python(
+        {
+            "remote_only": {
+                "label": "Remote Only",
+                "description": "from the remote catalog",
+                "complexity_router_config": {"tiers": {"SIMPLE": ["m1"], "MEDIUM": ["m2"], "COMPLEX": ["m3"], "REASONING": ["m4"]}},
+            }
+        }
+    )
+    calls = []
+
+    async def fake_fetch(url):
+        calls.append(url)
+        return remote
+
+    first = await get_autorouter_presets(url="https://example.test/presets.json", fetch=fake_fetch)
+    second = await get_autorouter_presets(url="https://example.test/presets.json", fetch=fake_fetch)
+
+    assert first == remote
+    assert second == remote
+    assert calls == ["https://example.test/presets.json"]
+
+
+@pytest.mark.asyncio
+async def test_get_autorouter_presets_single_flight_on_concurrent_cold_start(
+    monkeypatch, reset_autorouter_presets_cache
+):
+    import asyncio
+
+    from litellm.proxy.public_endpoints.public_endpoints import (
+        _AUTOROUTER_PRESETS_ADAPTER,
+        get_autorouter_presets,
+    )
+
+    monkeypatch.delenv("LITELLM_LOCAL_AUTOROUTER_PRESETS", raising=False)
+    remote = _AUTOROUTER_PRESETS_ADAPTER.validate_python(
+        {
+            "remote_only": {
+                "label": "Remote Only",
+                "description": "from the remote catalog",
+                "complexity_router_config": {"tiers": {"SIMPLE": ["m1"], "MEDIUM": ["m2"], "COMPLEX": ["m3"], "REASONING": ["m4"]}},
+            }
+        }
+    )
+    calls = []
+
+    async def slow_fetch(url):
+        calls.append(url)
+        await asyncio.sleep(0.05)
+        return remote
+
+    results = await asyncio.gather(
+        get_autorouter_presets(url="https://example.test/presets.json", fetch=slow_fetch),
+        get_autorouter_presets(url="https://example.test/presets.json", fetch=slow_fetch),
+        get_autorouter_presets(url="https://example.test/presets.json", fetch=slow_fetch),
+    )
+
+    assert all(result == remote for result in results)
+    assert len(calls) == 1
+
+
+@pytest.mark.asyncio
+async def test_get_autorouter_presets_caches_bundled_fallback_on_remote_failure(
+    monkeypatch, reset_autorouter_presets_cache
+):
+    from litellm.proxy.public_endpoints.public_endpoints import get_autorouter_presets
+
+    monkeypatch.delenv("LITELLM_LOCAL_AUTOROUTER_PRESETS", raising=False)
+    calls = []
+
+    async def broken_fetch(url):
+        calls.append(url)
+        raise ValueError("remote catalog unavailable")
+
+    first = await get_autorouter_presets(url="https://example.test/presets.json", fetch=broken_fetch)
+    second = await get_autorouter_presets(url="https://example.test/presets.json", fetch=broken_fetch)
+
+    assert "anthropic_family" in first
+    assert second == first
+    assert len(calls) == 1
+
+
+@pytest.mark.asyncio
+async def test_autorouter_presets_adapter_rejects_wrong_shapes():
+    from pydantic import ValidationError
+
+    from litellm.proxy.public_endpoints.public_endpoints import _AUTOROUTER_PRESETS_ADAPTER
+
+    with pytest.raises(ValidationError):
+        _AUTOROUTER_PRESETS_ADAPTER.validate_python({"bad": {"label": "no description or config"}})
+    with pytest.raises(ValidationError):
+        _AUTOROUTER_PRESETS_ADAPTER.validate_python(["not", "a", "mapping"])
+    with pytest.raises(ValidationError):
+        _AUTOROUTER_PRESETS_ADAPTER.validate_python(
+            {"no_tiers": {"label": "L", "description": "D", "complexity_router_config": {}}}
+        )
+    with pytest.raises(ValidationError):
+        _AUTOROUTER_PRESETS_ADAPTER.validate_python(
+            {
+                "missing_builtin_tier": {
+                    "label": "L",
+                    "description": "D",
+                    "complexity_router_config": {"tiers": {"SIMPLE": ["m1"], "MEDIUM": ["m2"], "COMPLEX": ["m3"]}},
+                }
+            }
+        )
+    with pytest.raises(ValidationError):
+        _AUTOROUTER_PRESETS_ADAPTER.validate_python(
+            {
+                "unknown_tier_name": {
+                    "label": "L",
+                    "description": "D",
+                    "complexity_router_config": {
+                        "tiers": {
+                            "SIMPLE": ["m1"],
+                            "MEDIUM": ["m2"],
+                            "COMPLEX": ["m3"],
+                            "REASONING": ["m4"],
+                            "ULTRA": ["m5"],
+                        }
+                    },
+                }
+            }
+        )
+    with pytest.raises(ValidationError):
+        _AUTOROUTER_PRESETS_ADAPTER.validate_python(
+            {
+                "bad_tiers": {
+                    "label": "L",
+                    "description": "D",
+                    "complexity_router_config": {"tiers": "not-a-mapping"},
+                }
+            }
+        )
+
+
+def test_get_autorouter_presets_passes_unknown_catalog_fields_through(
+    monkeypatch, reset_autorouter_presets_cache
+):
+    from litellm.proxy.public_endpoints.public_endpoints import (
+        _AUTOROUTER_PRESETS_ADAPTER,
+        _AutoRouterPresetsCache,
+    )
+
+    monkeypatch.delenv("LITELLM_LOCAL_AUTOROUTER_PRESETS", raising=False)
+    _AutoRouterPresetsCache.presets = _AUTOROUTER_PRESETS_ADAPTER.validate_python(
+        {
+            "future_preset": {
+                "label": "Future",
+                "description": "carries fields this proxy version does not know",
+                "complexity_router_config": {
+                    "tiers": {"SIMPLE": ["m1"], "MEDIUM": ["m2"], "COMPLEX": ["m3"], "REASONING": ["m4"]},
+                    "future_config_knob": 3,
+                },
+                "icon": "sparkles",
+            }
+        }
+    )
+    app = FastAPI()
+    app.include_router(router)
+    client = TestClient(app)
+
+    response = client.get("/public/autorouter_presets")
+
+    assert response.status_code == 200
+    served = response.json()["future_preset"]
+    assert served["icon"] == "sparkles"
+    assert served["complexity_router_config"]["future_config_knob"] == 3
+    assert served["complexity_router_config"]["tiers"]["SIMPLE"] == ["m1"]
+
+
+@pytest.mark.asyncio
+async def test_fetch_remote_autorouter_presets_parses_and_rejects_empty(monkeypatch):
+    import litellm.llms.custom_httpx.http_handler as http_handler_module
+    from litellm.proxy.public_endpoints.public_endpoints import _fetch_remote_autorouter_presets
+
+    catalog = {
+        "remote_only": {
+            "label": "Remote Only",
+            "description": "from the remote catalog",
+            "complexity_router_config": {"tiers": {"SIMPLE": ["m1"], "MEDIUM": ["m2"], "COMPLEX": ["m3"], "REASONING": ["m4"]}},
+        }
+    }
+    response = MagicMock()
+    response.raise_for_status = MagicMock()
+    response.json = MagicMock(return_value=catalog)
+    client = MagicMock()
+    client.get = AsyncMock(return_value=response)
+    monkeypatch.setattr(http_handler_module, "get_async_httpx_client", lambda llm_provider: client)
+
+    presets = await _fetch_remote_autorouter_presets("https://example.test/presets.json")
+    assert presets["remote_only"].label == "Remote Only"
+    response.raise_for_status.assert_called_once()
+
+    response.json = MagicMock(return_value={})
+    with pytest.raises(ValueError, match="empty"):
+        await _fetch_remote_autorouter_presets("https://example.test/presets.json")
diff --git a/tests/test_litellm/proxy/rag_endpoints/test_rag_endpoints.py b/tests/test_litellm/proxy/rag_endpoints/test_rag_endpoints.py
index abbf6892a98..0085b6ebd36 100644
--- a/tests/test_litellm/proxy/rag_endpoints/test_rag_endpoints.py
+++ b/tests/test_litellm/proxy/rag_endpoints/test_rag_endpoints.py
@@ -324,6 +324,127 @@ def test_rag_query_stream_returns_event_stream(client_internal_user):
     assert "data: [DONE]" in response.text
 
 
+def test_rag_query_merges_managed_store_params(client_internal_user):
+    """
+    Regression: /v1/rag/query must consult the managed vector store registry
+    (like the direct /v1/vector_stores/{id}/search endpoint does) so that
+    provider, region, embedding model, etc. don't have to be repeated in
+    retrieval_config. Pre-fix the registry was never read, so managed S3
+    Vectors stores failed with "aws_region_name is required".
+    """
+    import litellm
+    from litellm.types.utils import ModelResponse
+
+    mock_vector_store = {
+        "vector_store_id": "s3-store",
+        "custom_llm_provider": "s3_vectors",
+        "litellm_params": {
+            "aws_region_name": "eu-west-1",
+            "embedding_model": "my-embed",
+            "vector_bucket_name": "bkt",
+        },
+    }
+    mock_registry = MagicMock()
+    mock_registry.get_litellm_managed_vector_store_from_registry.return_value = mock_vector_store
+
+    mock_response = ModelResponse(
+        id="chatcmpl-test",
+        choices=[{"index": 0, "message": {"role": "assistant", "content": "hi"}, "finish_reason": "stop"}],
+        model="gpt-4o-mini",
+    )
+
+    with patch(  # test-quality-ok: aquery is the endpoint's downstream boundary; the forwarded config is what the test asserts
+        "litellm.proxy.rag_endpoints.endpoints.litellm.aquery",
+        new_callable=AsyncMock,
+        return_value=mock_response,
+    ) as mock_aquery, patch.object(litellm, "vector_store_registry", mock_registry), patch(  # test-quality-ok: seeds the managed-store registry the merge under test reads and grants access so real store resolution runs
+        "litellm.proxy.vector_store_endpoints.utils.can_user_access_vector_store",
+        new=AsyncMock(return_value=True),
+    ):
+        response = client_internal_user.post(
+            "/v1/rag/query",
+            json={
+                "model": "gpt-4o-mini",
+                "messages": [{"role": "user", "content": "hello"}],
+                "retrieval_config": {"vector_store_id": "s3-store"},
+            },
+        )
+
+    assert response.status_code == 200, response.json()
+    mock_aquery.assert_awaited_once()
+    forwarded_config = mock_aquery.await_args.kwargs["retrieval_config"]
+    assert forwarded_config["vector_store_id"] == "s3-store"
+    assert forwarded_config["custom_llm_provider"] == "s3_vectors"
+    assert forwarded_config["aws_region_name"] == "eu-west-1"
+    assert forwarded_config["embedding_model"] == "my-embed"
+    assert forwarded_config["vector_bucket_name"] == "bkt"
+
+
+def test_rag_query_store_params_win_over_user_retrieval_config(client_internal_user):
+    """Registry values must win over user-supplied retrieval_config keys so callers cannot override store credentials."""
+    import litellm
+    from litellm.types.utils import ModelResponse
+
+    mock_vector_store = {
+        "vector_store_id": "s3-store",
+        "custom_llm_provider": "s3_vectors",
+        "litellm_params": {"aws_region_name": "eu-west-1"},
+    }
+    mock_registry = MagicMock()
+    mock_registry.get_litellm_managed_vector_store_from_registry.return_value = mock_vector_store
+
+    mock_response = ModelResponse(
+        id="chatcmpl-test",
+        choices=[{"index": 0, "message": {"role": "assistant", "content": "hi"}, "finish_reason": "stop"}],
+        model="gpt-4o-mini",
+    )
+
+    with patch(  # test-quality-ok: aquery is the endpoint's downstream boundary; the forwarded config is what the test asserts
+        "litellm.proxy.rag_endpoints.endpoints.litellm.aquery",
+        new_callable=AsyncMock,
+        return_value=mock_response,
+    ) as mock_aquery, patch.object(litellm, "vector_store_registry", mock_registry), patch(  # test-quality-ok: seeds the managed-store registry the merge under test reads and grants access so real store resolution runs
+        "litellm.proxy.vector_store_endpoints.utils.can_user_access_vector_store",
+        new=AsyncMock(return_value=True),
+    ):
+        response = client_internal_user.post(
+            "/v1/rag/query",
+            json={
+                "model": "gpt-4o-mini",
+                "messages": [{"role": "user", "content": "hello"}],
+                "retrieval_config": {"vector_store_id": "s3-store", "aws_region_name": "us-east-1"},
+            },
+        )
+
+    assert response.status_code == 200, response.json()
+    forwarded_config = mock_aquery.await_args.kwargs["retrieval_config"]
+    assert forwarded_config["aws_region_name"] == "eu-west-1"
+
+
+@pytest.mark.parametrize(
+    "blocked_key",
+    ["embedding_model", "litellm_embedding_model", "litellm_embedding_config", "litellm_credential_name"],
+)
+def test_rag_query_rejects_caller_embedding_selection_params(client_internal_user, blocked_key):
+    """
+    Regression: a caller must not pick the embedding model or credential used at
+    search time. Those resolve through the Router with the proxy's credentials,
+    bypassing the key's model permissions, so they may only come from the
+    managed store's server-side registration.
+    """
+    response = client_internal_user.post(
+        "/v1/rag/query",
+        json={
+            "model": "gpt-4o-mini",
+            "messages": [{"role": "user", "content": "hello"}],
+            "retrieval_config": {"vector_store_id": "s3-store", blocked_key: "attacker-choice"},
+        },
+    )
+
+    assert response.status_code == 400, response.json()
+    assert blocked_key in str(response.json())
+
+
 EICAR = r"X5O!P%@AP[4\PZX54(P^)7CC)7}$EICAR-STANDARD-ANTIVIRUS-TEST-FILE!$H+H*"
 INGEST_REQUEST = '{"ingest_options":{"vector_store":{"custom_llm_provider":"openai"}}}'
 
diff --git a/tests/test_litellm/proxy/spend_tracking/test_spend_management_endpoints.py b/tests/test_litellm/proxy/spend_tracking/test_spend_management_endpoints.py
index a0dcbf802ef..f4cd8814bc1 100644
--- a/tests/test_litellm/proxy/spend_tracking/test_spend_management_endpoints.py
+++ b/tests/test_litellm/proxy/spend_tracking/test_spend_management_endpoints.py
@@ -3959,18 +3959,19 @@ async def test_build_ui_spend_logs_response_dict_rows_session_counts():
     ]
 
     mock_prisma = MagicMock()
-    mock_prisma.db.litellm_spendlogs.group_by = AsyncMock(
-        return_value=[
-            {"session_id": session_id, "_count": {"session_id": 2}},
-        ]
-    )
+    mock_prisma.db.litellm_spendlogs.group_by = AsyncMock()
     mock_prisma.db.query_raw = AsyncMock(
         return_value=[
             {
                 "session_id": session_id,
+                "api_key": api_key,
+                "session_total_count": 2,
                 "session_total_spend": 15.0,
                 "mcp_tool_call_count": 1,
                 "mcp_tool_call_spend": 10.0,
+                "session_llm_count": 1,
+                "session_agent_count": 0,
+                "session_models": ["claude-haiku-4-5", "gpt-5.4-nano"],
             }
         ]
     )
@@ -3995,6 +3996,9 @@ async def test_build_ui_spend_logs_response_dict_rows_session_counts():
     assert rows[0]["mcp_tool_call_spend"] == 10.0
     assert rows[1]["mcp_tool_call_count"] == 1
     assert rows[1]["mcp_tool_call_spend"] == 10.0
+    assert rows[0]["session_llm_count"] == 1
+    assert rows[0]["session_agent_count"] == 0
+    assert rows[0]["session_models"] == ["claude-haiku-4-5", "gpt-5.4-nano"]
 
     # Every row in the session carries the full session spend, not just its own
     assert rows[0]["session_total_spend"] == 15.0
@@ -4002,14 +4006,176 @@ async def test_build_ui_spend_logs_response_dict_rows_session_counts():
 
     # Row without a session_id defaults to 1
     assert rows[2]["session_total_count"] == 1
+    assert "session_models" not in rows[2]
 
-    # group_by should have been called with the session_id
-    mock_prisma.db.litellm_spendlogs.group_by.assert_called_once_with(
-        by=["session_id"],
-        where={"session_id": {"in": [session_id]}},
-        count={"session_id": True},
+    # The count is folded into the single aggregate query; no separate group_by call.
+    mock_prisma.db.litellm_spendlogs.group_by.assert_not_called()
+
+
+@pytest.mark.asyncio
+async def test_build_ui_spend_logs_response_caps_session_models():
+    """The per-session model list is bounded server-side and flags when it was cut."""
+    from litellm.proxy.spend_tracking.spend_management_endpoints import (
+        _SESSION_MODELS_LIMIT,
+        _build_ui_spend_logs_response,
     )
 
+    session_id = "sess-many-models"
+    api_key = "hashed-key-xyz"
+    over_limit_models = [f"model-{i:02d}" for i in range(_SESSION_MODELS_LIMIT + 1)]
+
+    mock_prisma = MagicMock()
+    mock_prisma.db.query_raw = AsyncMock(
+        return_value=[
+            {
+                "session_id": session_id,
+                "api_key": api_key,
+                "session_total_count": len(over_limit_models),
+                "session_total_spend": 1.0,
+                "mcp_tool_call_count": 0,
+                "mcp_tool_call_spend": 0.0,
+                "session_llm_count": len(over_limit_models),
+                "session_agent_count": 0,
+                "session_models": over_limit_models,
+            }
+        ]
+    )
+
+    result = await _build_ui_spend_logs_response(
+        prisma_client=mock_prisma,
+        data=[{"request_id": "req-1", "session_id": session_id, "call_type": "completion", "api_key": api_key}],
+        total_records=1,
+        page=1,
+        page_size=50,
+        total_pages=1,
+        enrich_session_counts=True,
+    )
+
+    row = result["data"][0]
+    assert row["session_models"] == over_limit_models[:_SESSION_MODELS_LIMIT]
+    assert row["session_models_truncated"] is True
+
+    sql, *params = mock_prisma.db.query_raw.await_args.args
+    assert "LIMIT $4" in sql
+    assert params[3] == _SESSION_MODELS_LIMIT + 1
+
+
+@pytest.mark.asyncio
+async def test_build_ui_spend_logs_response_key_split_session_gets_per_key_aggregates():
+    """
+    Two keys reusing one session id are separate rows under grouped pagination,
+    and each row must carry ITS key's totals, never the combined session's:
+    the aggregate query and its lookup are keyed by (session_id, api_key).
+    """
+    from litellm.proxy.spend_tracking.spend_management_endpoints import (
+        _build_ui_spend_logs_response,
+    )
+
+    session_id = "sess-shared"
+    dict_rows = [
+        {"request_id": "req-a", "session_id": session_id, "call_type": "completion", "api_key": "key-a"},
+        {"request_id": "req-b", "session_id": session_id, "call_type": "completion", "api_key": "key-b"},
+    ]
+
+    mock_prisma = MagicMock()
+    mock_prisma.db.query_raw = AsyncMock(
+        return_value=[
+            {
+                "session_id": session_id,
+                "api_key": "key-a",
+                "session_total_count": 2,
+                "session_total_spend": 0.2,
+                "mcp_tool_call_count": 0,
+                "mcp_tool_call_spend": 0.0,
+                "session_cache_hit_count": 1,
+                "session_llm_count": 2,
+                "session_agent_count": 0,
+            },
+            {
+                "session_id": session_id,
+                "api_key": "key-b",
+                "session_total_count": 1,
+                "session_total_spend": 0.7,
+                "mcp_tool_call_count": 0,
+                "mcp_tool_call_spend": 0.0,
+                "session_cache_hit_count": 0,
+                "session_llm_count": 1,
+                "session_agent_count": 0,
+            },
+        ]
+    )
+
+    result = await _build_ui_spend_logs_response(
+        prisma_client=mock_prisma,
+        data=dict_rows,
+        total_records=2,
+        page=1,
+        page_size=50,
+        total_pages=1,
+        enrich_session_counts=True,
+    )
+
+    rows = result["data"]
+    assert [(r["session_total_count"], r["session_total_spend"]) for r in rows] == [(2, 0.2), (1, 0.7)]
+    assert [r["session_cache_hit_count"] for r in rows] == [1, 0]
+    assert [r["session_llm_count"] for r in rows] == [2, 1]
+
+    aggregate_sql = mock_prisma.db.query_raw.mock_calls[0][1][0]
+    assert "GROUP BY session_id, api_key" in aggregate_sql
+
+
+@pytest.mark.asyncio
+async def test_build_ui_spend_logs_response_empty_api_key_keeps_session_aggregates():
+    """
+    The spend-log schema defaults api_key to an empty string, which is a real
+    group value and not a missing one: a multi-call session logged under an
+    empty key must keep its count and spend instead of degrading to a plain
+    single-call row.
+    """
+    from litellm.proxy.spend_tracking.spend_management_endpoints import (
+        _build_ui_spend_logs_response,
+    )
+
+    session_id = "sess-keyless"
+    dict_rows = [
+        {"request_id": "req-1", "session_id": session_id, "call_type": "completion", "api_key": ""},
+    ]
+
+    mock_prisma = MagicMock()
+    mock_prisma.db.query_raw = AsyncMock(
+        return_value=[
+            {
+                "session_id": session_id,
+                "api_key": "",
+                "session_total_count": 3,
+                "session_total_spend": 0.09,
+                "mcp_tool_call_count": 0,
+                "mcp_tool_call_spend": 0.0,
+                "session_cache_hit_count": 0,
+                "session_llm_count": 3,
+                "session_agent_count": 0,
+            }
+        ]
+    )
+
+    result = await _build_ui_spend_logs_response(
+        prisma_client=mock_prisma,
+        data=dict_rows,
+        total_records=1,
+        page=1,
+        page_size=50,
+        total_pages=1,
+        enrich_session_counts=True,
+    )
+
+    row = result["data"][0]
+    assert row["session_total_count"] == 3
+    assert row["session_total_spend"] == 0.09
+
+    # The empty key must reach the aggregate's authorized-keys filter too.
+    _, call_args, _ = mock_prisma.db.query_raw.mock_calls[0]
+    assert call_args[2] == [""]
+
 
 @pytest.mark.asyncio
 async def test_build_ui_spend_logs_response_sums_multi_round_session_spend():
@@ -4033,14 +4199,13 @@ async def test_build_ui_spend_logs_response_sums_multi_round_session_spend():
     ]
 
     mock_prisma = MagicMock()
-    mock_prisma.db.litellm_spendlogs.group_by = AsyncMock(
-        return_value=[{"session_id": session_id, "_count": {"session_id": 3}}]
-    )
     # The raw aggregate query returns the full session spend (0.01 + 0.02 + 0.03).
     mock_prisma.db.query_raw = AsyncMock(
         return_value=[
             {
                 "session_id": session_id,
+                "api_key": api_key,
+                "session_total_count": 3,
                 "session_total_spend": 0.06,
                 "mcp_tool_call_count": 0,
                 "mcp_tool_call_spend": 0.0,
@@ -4069,6 +4234,91 @@ async def test_build_ui_spend_logs_response_sums_multi_round_session_spend():
     assert call_args[2] == [api_key]
 
 
+@pytest.mark.asyncio
+async def test_build_ui_spend_logs_response_sums_multi_round_session_tokens():
+    """
+    Regression test for LIT-4929: the logs table showed the summed session cost but
+    only the last call's token usage.  Every row of a multi-round session must carry
+    the session-wide prompt, completion and total token sums from the aggregate
+    query, while rows outside a session carry none of them.
+    """
+    from litellm.proxy.spend_tracking.spend_management_endpoints import (
+        _build_ui_spend_logs_response,
+    )
+
+    session_id = "sess-multi-round-tokens"
+    api_key = "hashed-key-xyz"
+    dict_rows = [
+        {
+            "request_id": "req-1",
+            "session_id": session_id,
+            "call_type": "completion",
+            "api_key": api_key,
+            "total_tokens": 10,
+            "prompt_tokens": 7,
+            "completion_tokens": 3,
+        },
+        {
+            "request_id": "req-2",
+            "session_id": session_id,
+            "call_type": "completion",
+            "api_key": api_key,
+            "total_tokens": 50,
+            "prompt_tokens": 35,
+            "completion_tokens": 15,
+        },
+        {
+            "request_id": "req-3",
+            "session_id": None,
+            "call_type": "completion",
+            "api_key": api_key,
+            "total_tokens": 5,
+            "prompt_tokens": 4,
+            "completion_tokens": 1,
+        },
+    ]
+
+    mock_prisma = MagicMock()
+    mock_prisma.db.query_raw = AsyncMock(
+        return_value=[
+            {
+                "session_id": session_id,
+                "api_key": api_key,
+                "session_total_count": 2,
+                "session_total_spend": 0.06,
+                "mcp_tool_call_count": 0,
+                "mcp_tool_call_spend": 0.0,
+                "session_total_prompt_tokens": 42,
+                "session_total_completion_tokens": 18,
+                "session_total_tokens": 60,
+            }
+        ]
+    )
+
+    result = await _build_ui_spend_logs_response(
+        prisma_client=mock_prisma,
+        data=dict_rows,
+        total_records=3,
+        page=1,
+        page_size=50,
+        total_pages=1,
+        enrich_session_counts=True,
+    )
+
+    rows = result["data"]
+    session_rows = rows[:2]
+    assert [row["session_total_tokens"] for row in session_rows] == [60, 60]
+    assert [row["session_total_prompt_tokens"] for row in session_rows] == [42, 42]
+    assert [row["session_total_completion_tokens"] for row in session_rows] == [18, 18]
+    assert [(row["total_tokens"], row["prompt_tokens"], row["completion_tokens"]) for row in session_rows] == [
+        (10, 7, 3),
+        (50, 35, 15),
+    ]
+
+    token_keys = ("session_total_tokens", "session_total_prompt_tokens", "session_total_completion_tokens")
+    assert all(key not in rows[2] for key in token_keys)
+
+
 @pytest.mark.asyncio
 async def test_build_ui_spend_logs_response_session_cache_hit_count():
     """
@@ -4089,13 +4339,12 @@ async def test_build_ui_spend_logs_response_session_cache_hit_count():
     ]
 
     mock_prisma = MagicMock()
-    mock_prisma.db.litellm_spendlogs.group_by = AsyncMock(
-        return_value=[{"session_id": session_id, "_count": {"session_id": 2}}]
-    )
     mock_prisma.db.query_raw = AsyncMock(
         return_value=[
             {
                 "session_id": session_id,
+                "api_key": api_key,
+                "session_total_count": 2,
                 "session_total_spend": 0.05,
                 "mcp_tool_call_count": 0,
                 "mcp_tool_call_spend": 0.0,
@@ -5867,3 +6116,238 @@ def test_scoped_spend_report_range_at_max_allowed(client, monkeypatch):
         mock_prisma.db.query_raw.assert_awaited_once()
     finally:
         app.dependency_overrides.pop(ps.user_api_key_auth, None)
+
+
+def test_parse_session_cursor():
+    from litellm.proxy.spend_tracking.spend_management_endpoints import (
+        _parse_session_cursor,
+    )
+
+    assert _parse_session_cursor(None) is None
+    assert _parse_session_cursor("no-delimiter") is None
+    assert _parse_session_cursor("2026-08-29 10:00:00|sess-1") is None
+    assert _parse_session_cursor("|hashed-key|sess-1") is None
+    assert _parse_session_cursor("2026-08-29 10:00:00|hashed-key|") is None
+    assert _parse_session_cursor("2026-08-29 10:00:00|hashed-key|sess-1") == (
+        "2026-08-29 10:00:00",
+        "sess-1",
+        "hashed-key",
+    )
+    assert _parse_session_cursor("2026-08-29 10:00:00.123|hashed-key|sess|with|pipes") == (
+        "2026-08-29 10:00:00.123",
+        "sess|with|pipes",
+        "hashed-key",
+    )
+
+
+SESSION_GROUP_KEY_SQL = "COALESCE(NULLIF(session_id, ''), request_id), api_key"
+
+
+def _session_grouped_mock_prisma(session_page_rows, session_total, representative_rows):
+    """Mock prisma dispatching the raw queries the keyset grouped path emits."""
+
+    async def mock_query_raw(sql_query, *params):
+        if "COUNT(*) AS total_count" in sql_query:
+            return [{"total_count": session_total}]
+        if "DISTINCT ON" in sql_query:
+            return representative_rows
+        if "COALESCE(SUM(spend)" in sql_query:
+            return [
+                {
+                    "session_id": "sess-1",
+                    "api_key": "hashed-key",
+                    "session_total_count": 3,
+                    "session_total_spend": 0.03,
+                    "mcp_tool_call_count": 0,
+                    "mcp_tool_call_spend": 0.0,
+                    "session_cache_hit_count": 0,
+                    "session_llm_count": 3,
+                    "session_agent_count": 0,
+                    "session_models": ["gpt-4o"],
+                }
+            ]
+        return session_page_rows
+
+    mock_prisma = MagicMock()
+    mock_prisma.db = MagicMock()
+    mock_prisma.db.query_raw = AsyncMock(side_effect=mock_query_raw)
+    return mock_prisma
+
+
+def _session_representative_row(request_id, session_id):
+    return {
+        "request_id": request_id,
+        "call_type": "acompletion",
+        "api_key": "hashed-key",
+        "spend": 0.01,
+        "total_tokens": 10,
+        "prompt_tokens": 5,
+        "completion_tokens": 5,
+        "startTime": "2026-08-29T10:00:00Z",
+        "endTime": "2026-08-29T10:00:01Z",
+        "model": "gpt-4o",
+        "metadata": {},
+        "session_id": session_id,
+    }
+
+
+def _session_page_row(session_key, last_activity):
+    return {"session_key": session_key, "api_key": "hashed-key", "last_activity": last_activity}
+
+
+@pytest.mark.asyncio
+async def test_ui_view_spend_logs_group_by_session_first_page(client, monkeypatch):
+    """One row per (session, api_key), session-count total, and a keyset cursor for the next page."""
+    page_rows = [
+        _session_page_row("sess-1", "2026-08-29 10:00:00"),
+        _session_page_row("req-solo", "2026-08-29 09:00:00"),
+        _session_page_row("sess-extra", "2026-08-29 08:00:00"),
+    ]
+    reps = [
+        _session_representative_row("req-solo", None),
+        _session_representative_row("req-1", "sess-1"),
+    ]
+    mock_prisma = _session_grouped_mock_prisma(page_rows, 3, reps)
+    monkeypatch.setattr("litellm.proxy.proxy_server.prisma_client", mock_prisma)
+    monkeypatch.setattr(
+        "litellm.proxy.spend_tracking.spend_management_endpoints._is_admin_view_safe",
+        lambda user_api_key_dict: True,
+    )
+    app.dependency_overrides[ps.user_api_key_auth] = lambda: UserAPIKeyAuth(
+        user_role=LitellmUserRoles.PROXY_ADMIN, user_id="admin_user"
+    )
+    try:
+        start_date, end_date = _default_date_range()
+        response = client.get(
+            "/spend/logs/ui",
+            params={
+                "start_date": start_date,
+                "end_date": end_date,
+                "group_by_session": "true",
+                "page_size": 2,
+            },
+            headers={"Authorization": "Bearer sk-test"},
+        )
+        assert response.status_code == 200, response.text
+        data = response.json()
+        assert data["total"] == 3
+        assert data["has_more"] is True
+        assert data["next_session_cursor"] == "2026-08-29 09:00:00|hashed-key|req-solo"
+        request_ids = [row["request_id"] for row in data["data"]]
+        assert request_ids == ["req-1", "req-solo"], "representatives must follow the page order"
+        assert data["data"][0]["session_total_count"] == 3
+        assert data["data"][1]["session_total_count"] == 1
+
+        emitted = [call.args for call in mock_prisma.db.query_raw.await_args_list]
+        page_query_sql = emitted[0][0]
+        assert f"GROUP BY {SESSION_GROUP_KEY_SQL}" in page_query_sql
+        assert "OFFSET" not in page_query_sql
+        assert "HAVING" not in page_query_sql
+        assert emitted[0][-1] == 3, "page query fetches page_size + 1 sessions to detect has_more"
+
+        count_sql = emitted[1][0]
+        assert f"GROUP BY {SESSION_GROUP_KEY_SQL}" in count_sql
+        assert "LIMIT" in count_sql and "FROM (" in count_sql, "the grouped count must stay bounded"
+
+        rep_call = emitted[2]
+        assert f"DISTINCT ON ({SESSION_GROUP_KEY_SQL})" in rep_call[0]
+        assert (
+            f"ORDER BY {SESSION_GROUP_KEY_SQL}, call_type IN ('call_mcp_tool', 'list_mcp_tools'), \"startTime\" DESC"
+            in rep_call[0]
+        ), "the session representative must prefer the newest non-MCP call"
+        assert rep_call[-2] == ["sess-1", "req-solo"]
+        assert rep_call[-1] == ["hashed-key", "hashed-key"]
+    finally:
+        app.dependency_overrides.pop(ps.user_api_key_auth, None)
+
+
+@pytest.mark.asyncio
+async def test_ui_view_spend_logs_group_by_session_cursor_page(client, monkeypatch):
+    """A session_cursor becomes a HAVING keyset predicate instead of an OFFSET."""
+    page_rows = [_session_page_row("sess-2", "2026-08-29 07:00:00")]
+    reps = [_session_representative_row("req-2", "sess-2")]
+    mock_prisma = _session_grouped_mock_prisma(page_rows, 3, reps)
+    monkeypatch.setattr("litellm.proxy.proxy_server.prisma_client", mock_prisma)
+    monkeypatch.setattr(
+        "litellm.proxy.spend_tracking.spend_management_endpoints._is_admin_view_safe",
+        lambda user_api_key_dict: True,
+    )
+    app.dependency_overrides[ps.user_api_key_auth] = lambda: UserAPIKeyAuth(
+        user_role=LitellmUserRoles.PROXY_ADMIN, user_id="admin_user"
+    )
+    try:
+        start_date, end_date = _default_date_range()
+        response = client.get(
+            "/spend/logs/ui",
+            params={
+                "start_date": start_date,
+                "end_date": end_date,
+                "group_by_session": "true",
+                "session_cursor": "2026-08-29 09:00:00|hashed-key|req-solo",
+                "page_size": 2,
+            },
+            headers={"Authorization": "Bearer sk-test"},
+        )
+        assert response.status_code == 200, response.text
+        data = response.json()
+        assert data["has_more"] is False
+        assert data["next_session_cursor"] is None
+        assert [row["request_id"] for row in data["data"]] == ["req-2"]
+
+        page_query_call = mock_prisma.db.query_raw.await_args_list[0]
+        page_query_sql = page_query_call.args[0]
+        assert f'HAVING (MAX("startTime"), {SESSION_GROUP_KEY_SQL}) <' in page_query_sql
+        assert "OFFSET" not in page_query_sql
+        cursor_index = page_query_call.args.index("2026-08-29 09:00:00")
+        assert page_query_call.args[cursor_index : cursor_index + 3] == (
+            "2026-08-29 09:00:00",
+            "req-solo",
+            "hashed-key",
+        ), "cursor params must line up with (MAX(startTime), session key, api_key)"
+    finally:
+        app.dependency_overrides.pop(ps.user_api_key_auth, None)
+
+
+@pytest.mark.asyncio
+async def test_ui_view_spend_logs_group_by_session_offset_for_non_starttime_sort(
+    client, monkeypatch
+):
+    """Sorting by another column keeps session grouping but pages with OFFSET, without a keyset cursor."""
+    mock_prisma = _session_grouped_mock_prisma([], 0, [])
+
+    async def mock_query_raw(sql_query, *params):
+        if "COUNT(*)" in sql_query:
+            return [{"total_count": 0}]
+        return []
+
+    mock_prisma.db.query_raw = AsyncMock(side_effect=mock_query_raw)
+    monkeypatch.setattr("litellm.proxy.proxy_server.prisma_client", mock_prisma)
+    monkeypatch.setattr(
+        "litellm.proxy.spend_tracking.spend_management_endpoints._is_admin_view_safe",
+        lambda user_api_key_dict: True,
+    )
+    app.dependency_overrides[ps.user_api_key_auth] = lambda: UserAPIKeyAuth(
+        user_role=LitellmUserRoles.PROXY_ADMIN, user_id="admin_user"
+    )
+    try:
+        start_date, end_date = _default_date_range()
+        response = client.get(
+            "/spend/logs/ui",
+            params={
+                "start_date": start_date,
+                "end_date": end_date,
+                "group_by_session": "true",
+                "session_cursor": "2026-08-29 09:00:00|hashed-key|req-solo",
+                "sort_by": "spend",
+            },
+            headers={"Authorization": "Bearer sk-test"},
+        )
+        assert response.status_code == 200, response.text
+        data = response.json()
+        assert "next_session_cursor" not in data
+        emitted_sql = [call.args[0] for call in mock_prisma.db.query_raw.await_args_list]
+        assert "HAVING" not in " ".join(emitted_sql)
+        assert f"DISTINCT ON ({SESSION_GROUP_KEY_SQL})" in emitted_sql[1]
+        assert "OFFSET" in emitted_sql[1]
+    finally:
+        app.dependency_overrides.pop(ps.user_api_key_auth, None)
diff --git a/tests/test_litellm/proxy/spend_tracking/test_spend_query_optimization.py b/tests/test_litellm/proxy/spend_tracking/test_spend_query_optimization.py
index ef68d9ce178..9ae932ff01f 100644
--- a/tests/test_litellm/proxy/spend_tracking/test_spend_query_optimization.py
+++ b/tests/test_litellm/proxy/spend_tracking/test_spend_query_optimization.py
@@ -274,6 +274,9 @@ async def test_spend_logs_ui_uses_bounded_count_not_full_scan(monkeypatch):
         "the page query must not carry a window count that forces a full-window "
         f"scan. SQL was:\n{page_sql}"
     )
+    assert "GROUP BY" not in count_sql and "DISTINCT ON" not in page_sql, (
+        "without group_by_session the endpoint must keep raw per-call pagination"
+    )
 
     assert response["total"] == 137
     assert response["total_is_capped"] is False
@@ -499,3 +502,180 @@ async def test_global_spend_report_team_group_forwards_team_id(monkeypatch):
     params = mock_prisma.db.query_raw.call_args[0][1:]
     assert "team_x" in params, "team_id must be forwarded into the DB query params"
     assert "sl.team_id = $3" in sql, f"team query must filter on team_id. SQL was:\n{sql}"
+
+
+@pytest.mark.asyncio
+async def test_spend_logs_ui_group_by_session_paginates_sessions(monkeypatch):
+    """
+    With group_by_session=true, /spend/logs/ui must page and count SESSIONS,
+    not raw calls: the page is one representative row per session (DISTINCT
+    ON the session group key, preferring non-MCP calls, newest first), the
+    bounded count counts groups, and on the default startTime sort the page is
+    selected by keyset (no OFFSET) so deep pages do not degrade. Otherwise the
+    UI collapses a server page of N calls into fewer visible rows while the
+    footer still claims N (issue #38060).
+    """
+    from litellm.proxy._types import LitellmUserRoles, UserAPIKeyAuth
+    from litellm.proxy.spend_tracking.spend_management_endpoints import (
+        SPEND_LOGS_PAGINATION_COUNT_CAP,
+        ui_view_spend_logs,
+    )
+
+    group_key = "COALESCE(NULLIF(session_id, ''), request_id), api_key"
+    session_rows = [
+        {"session_key": "req-1", "api_key": "k", "last_activity": "2026-02-16 10:00:00"},
+        {"session_key": "req-2", "api_key": "k", "last_activity": "2026-02-16 09:00:00"},
+    ]
+    representative_rows = [
+        {"request_id": "req-1", "api_key": "k", "metadata": "{}", "session_id": None},
+        {"request_id": "req-2", "api_key": "k", "metadata": "{}", "session_id": None},
+    ]
+
+    async def mock_query_raw(sql_query, *params):
+        if "COUNT(*) AS total_count" in sql_query:
+            return [{"total_count": 12}]
+        if "DISTINCT ON" in sql_query:
+            return representative_rows
+        return session_rows
+
+    mock_prisma = MagicMock()
+    mock_prisma.db = MagicMock()
+    mock_prisma.db.query_raw = AsyncMock(side_effect=mock_query_raw)
+    monkeypatch.setattr("litellm.proxy.proxy_server.prisma_client", mock_prisma)
+
+    auth = UserAPIKeyAuth(user_role=LitellmUserRoles.PROXY_ADMIN, user_id="admin")
+    mock_request = MagicMock()
+    mock_request.url.path = "/spend/logs/ui"
+
+    response = await ui_view_spend_logs(
+        request=mock_request,
+        api_key=None,
+        user_id=None,
+        request_id=None,
+        start_date="2026-02-16 00:00:00",
+        end_date="2026-02-16 23:59:59",
+        page=1,
+        page_size=50,
+        sort_by="startTime",
+        sort_order="desc",
+        user_api_key_dict=auth,
+        group_by_session=True,
+        session_cursor=None,
+    )
+
+    emitted = [call[0] for call in mock_prisma.db.query_raw.call_args_list]
+    page_sql = emitted[0][0]
+    assert f"GROUP BY {group_key}" in page_sql, f"page must select sessions, not calls. SQL was:\n{page_sql}"
+    assert "OFFSET" not in page_sql, "the startTime page must be keyset-selected, not offset-selected"
+    assert emitted[0][-1] == 51, "the page query fetches page_size + 1 sessions to detect has_more"
+
+    count_call = emitted[1]
+    count_sql = count_call[0]
+    assert f"GROUP BY {group_key}" in count_sql, f"grouped total must count sessions. SQL was:\n{count_sql}"
+    assert "COUNT(*) OVER ()" not in count_sql
+    assert "LIMIT" in count_sql and "FROM (" in count_sql, "the grouped count must stay bounded"
+    assert count_call[-1] == SPEND_LOGS_PAGINATION_COUNT_CAP + 1
+
+    rep_sql = emitted[2][0]
+    assert f"DISTINCT ON ({group_key})" in rep_sql, f"page must return one row per session. SQL was:\n{rep_sql}"
+    assert f"ORDER BY {group_key}, call_type IN ('call_mcp_tool', 'list_mcp_tools'), \"startTime\" DESC" in rep_sql, (
+        "the session representative must prefer the newest non-MCP call"
+    )
+    assert "COUNT(*) OVER ()" not in rep_sql
+
+    assert [row["request_id"] for row in response["data"]] == ["req-1", "req-2"]
+    assert response["total"] == 12
+    assert response["total_is_capped"] is False
+    assert response["total_pages"] == 1
+    assert response["has_more"] is False
+    assert response["next_session_cursor"] is None
+
+
+@pytest.mark.asyncio
+async def test_spend_logs_ui_group_by_session_offset_pages_for_other_sorts(monkeypatch):
+    """
+    Sorting a grouped listing by a column other than startTime has no keyset
+    to resume from, so it pages the DISTINCT ON representatives with OFFSET.
+    """
+    from litellm.proxy._types import LitellmUserRoles, UserAPIKeyAuth
+    from litellm.proxy.spend_tracking.spend_management_endpoints import ui_view_spend_logs
+
+    page_rows = [
+        {"request_id": "req-1", "metadata": "{}", "session_id": None},
+        {"request_id": "req-2", "metadata": "{}", "session_id": None},
+    ]
+    mock_prisma = _make_ui_spend_logs_mock(count_total=12, page_rows=page_rows)
+    monkeypatch.setattr("litellm.proxy.proxy_server.prisma_client", mock_prisma)
+
+    auth = UserAPIKeyAuth(user_role=LitellmUserRoles.PROXY_ADMIN, user_id="admin")
+    mock_request = MagicMock()
+    mock_request.url.path = "/spend/logs/ui"
+
+    response = await ui_view_spend_logs(
+        request=mock_request,
+        api_key=None,
+        user_id=None,
+        request_id=None,
+        start_date="2026-02-16 00:00:00",
+        end_date="2026-02-16 23:59:59",
+        page=2,
+        page_size=50,
+        sort_by="spend",
+        sort_order="desc",
+        user_api_key_dict=auth,
+        group_by_session=True,
+    )
+
+    group_key = "COALESCE(NULLIF(session_id, ''), request_id), api_key"
+    count_sql = mock_prisma.db.query_raw.call_args_list[0][0][0]
+    assert f"GROUP BY {group_key}" in count_sql
+
+    page_call = mock_prisma.db.query_raw.call_args_list[1][0]
+    page_sql = page_call[0]
+    assert f"DISTINCT ON ({group_key})" in page_sql
+    assert "ORDER BY spend DESC" in page_sql
+    assert "OFFSET" in page_sql
+    assert page_call[-2:] == (50, 50), "page 2 of 50 skips the first 50 sessions"
+
+    assert response["total"] == 12
+    assert "next_session_cursor" not in response
+
+
+@pytest.mark.asyncio
+async def test_spend_logs_ui_request_id_lookup_with_grouping_returns_exact_row(monkeypatch):
+    """
+    A request_id lookup with group_by_session=true must still resolve the
+    exact requested row: the filter runs before grouping, so the row is its
+    own group's representative and deep links keep working.
+    """
+    from litellm.proxy._types import LitellmUserRoles, UserAPIKeyAuth
+    from litellm.proxy.spend_tracking.spend_management_endpoints import ui_view_spend_logs
+
+    target_row = {"request_id": "req-deep-link", "metadata": "{}", "session_id": None}
+    mock_prisma = _make_ui_spend_logs_mock(count_total=1, page_rows=[target_row])
+    monkeypatch.setattr("litellm.proxy.proxy_server.prisma_client", mock_prisma)
+
+    auth = UserAPIKeyAuth(user_role=LitellmUserRoles.PROXY_ADMIN, user_id="admin")
+    mock_request = MagicMock()
+    mock_request.url.path = "/spend/logs/ui"
+
+    response = await ui_view_spend_logs(
+        request=mock_request,
+        api_key=None,
+        user_id=None,
+        request_id="req-deep-link",
+        start_date=None,
+        end_date=None,
+        page=1,
+        page_size=1,
+        sort_by="startTime",
+        sort_order="desc",
+        user_api_key_dict=auth,
+        group_by_session=True,
+    )
+
+    page_call = mock_prisma.db.query_raw.call_args_list[1]
+    assert "request_id = $" in page_call[0][0], "the request_id equality filter must survive grouping"
+    assert "req-deep-link" in page_call[0]
+    assert [row["request_id"] for row in response["data"]] == ["req-deep-link"]
+    assert response["total"] == 1
diff --git a/tests/test_litellm/proxy/spend_tracking/test_spend_tracking_utils.py b/tests/test_litellm/proxy/spend_tracking/test_spend_tracking_utils.py
index 9e5917637a8..323930eee60 100644
--- a/tests/test_litellm/proxy/spend_tracking/test_spend_tracking_utils.py
+++ b/tests/test_litellm/proxy/spend_tracking/test_spend_tracking_utils.py
@@ -14,6 +14,7 @@ from litellm.constants import (
     LITELLM_TRUNCATED_PAYLOAD_FIELD,
     LITELLM_TRUNCATION_DB_SAFEGUARD_NOTE,
     REDACTED_BY_LITELM_STRING,
+    SESSION_ID_OMITTED_METADATA_KEY,
 )
 from litellm.litellm_core_utils.safe_json_dumps import safe_dumps
 from litellm.proxy.spend_tracking.spend_tracking_utils import (
@@ -21,6 +22,7 @@ from litellm.proxy.spend_tracking.spend_tracking_utils import (
     _get_proxy_server_request_for_spend_logs_payload,
     _get_request_duration_ms,
     _get_response_for_spend_logs_payload,
+    _get_session_id_for_spend_log,
     _get_spend_logs_metadata,
     _get_vector_store_request_for_spend_logs_payload,
     _is_master_key,
@@ -33,6 +35,7 @@ from litellm.proxy.spend_tracking.spend_tracking_utils import (
     get_logging_payload,
     get_spend_logs_id,
 )
+from litellm.proxy._types import SpendLogsPayload
 from litellm.proxy.utils import hash_token
 from litellm.types.utils import (
     StandardLoggingHiddenParams,
@@ -74,6 +77,110 @@ def test_get_logging_payload_maps_openai_cached_tokens_to_cache_read_input_token
     assert additional_usage_values["prompt_tokens_details"]["cached_tokens"] == 123
 
 
+_TRACE_ONLY_STANDARD_LOGGING: Final = cast(
+    StandardLoggingPayload,
+    {
+        "trace_id": "trace-abc",
+        "session_id": "trace-abc",
+        "metadata": {},
+        "model_map_information": None,
+        "request_tags": [],
+    },
+)
+
+
+def _trace_only_session_id(omit_when_missing: bool) -> str | None:
+    """get_litellm_params copies metadata.trace_id into litellm_session_id, so every field echoes the trace id."""
+    return _get_session_id_for_spend_log(
+        kwargs={"litellm_trace_id": "trace-abc", "litellm_session_id": "trace-abc"},
+        metadata={"trace_id": "trace-abc"},
+        standard_logging_payload=_TRACE_ONLY_STANDARD_LOGGING,
+        omit_when_missing=omit_when_missing,
+    )
+
+
+def test_omit_leaves_session_id_none_when_only_a_trace_id_exists():
+    assert _trace_only_session_id(omit_when_missing=True) is None
+
+
+def test_omit_leaves_session_id_none_without_any_ids():
+    assert (
+        _get_session_id_for_spend_log(kwargs={}, metadata=None, standard_logging_payload=None, omit_when_missing=True)
+        is None
+    )
+
+
+def test_omit_records_metadata_session_id():
+    session_id: Final = _get_session_id_for_spend_log(
+        kwargs={"litellm_session_id": "chain-1"},
+        metadata={"trace_id": "chain-1", "session_id": "chain-1"},
+        standard_logging_payload=_TRACE_ONLY_STANDARD_LOGGING,
+        omit_when_missing=True,
+    )
+    assert session_id == "chain-1"
+
+
+def test_legacy_policy_keeps_trace_id_fallback():
+    assert _trace_only_session_id(omit_when_missing=False) == "trace-abc"
+    generated: Final = _get_session_id_for_spend_log(
+        kwargs={}, metadata=None, standard_logging_payload=None, omit_when_missing=False
+    )
+    assert len(str(generated)) == 36
+
+
+@pytest.mark.parametrize(
+    ("request_metadata", "expected"),
+    [
+        ({"trace_id": "trace-abc"}, "trace-abc"),
+        ({"trace_id": "trace-abc", SESSION_ID_OMITTED_METADATA_KEY: True}, None),
+        ({"trace_id": "trace-abc", "session_id": "chain-1", SESSION_ID_OMITTED_METADATA_KEY: True}, "chain-1"),
+    ],
+)
+def test_get_logging_payload_reads_omit_decision_stamped_on_request(
+    request_metadata: dict[str, object], expected: str | None
+):
+    """The pre-call stamp, not the live general_settings, decides the policy, so a config reload between
+    pre-call and spend logging cannot fabricate a session for a request accepted under `omit`."""
+    with patch(  # test-quality-ok: proves log time ignores proxy config; general_settings is yaml, not an HTTP boundary
+        "litellm.proxy.proxy_server.general_settings", {"missing_session_id": "generate"}
+    ):
+        payload: SpendLogsPayload = get_logging_payload(
+            kwargs={
+                "model": "gpt-4o-mini",
+                "litellm_trace_id": "trace-abc",
+                "litellm_params": {"litellm_session_id": "trace-abc", "metadata": request_metadata},
+                "standard_logging_object": _TRACE_ONLY_STANDARD_LOGGING,
+            },
+            response_obj=litellm.ModelResponse(id="chatcmpl-test", choices=[]),
+            start_time=datetime.datetime.now(timezone.utc),
+            end_time=datetime.datetime.now(timezone.utc),
+        )
+    assert payload["session_id"] == expected
+
+
+@pytest.mark.parametrize("policy", ["omit", "generate", None])
+def test_get_logging_payload_applies_omit_to_requests_that_carry_no_stamp(policy: str | None):
+    """Router-model passthrough calls `allm_passthrough_route` directly and never reaches the pre-call helper that
+    stamps the omit decision, so an unstamped request falls back to the configured policy. Without that fallback
+    `missing_session_id: omit` would fabricate a uuid session id on every passthrough spend log while its Langfuse
+    trace has none, which is the divergence the policy exists to remove."""
+    with patch(  # test-quality-ok: general_settings is proxy config, loaded from yaml, not an HTTP boundary
+        "litellm.proxy.proxy_server.general_settings", {} if policy is None else {"missing_session_id": policy}
+    ):
+        payload: SpendLogsPayload = get_logging_payload(
+            kwargs={
+                "model": "claude-opus-4",
+                "litellm_trace_id": "trace-abc",
+                "litellm_params": {"litellm_session_id": "trace-abc", "metadata": {"trace_id": "trace-abc"}},
+                "standard_logging_object": _TRACE_ONLY_STANDARD_LOGGING,
+            },
+            response_obj=litellm.ModelResponse(id="chatcmpl-test", choices=[]),
+            start_time=datetime.datetime.now(timezone.utc),
+            end_time=datetime.datetime.now(timezone.utc),
+        )
+    assert payload["session_id"] == (None if policy == "omit" else "trace-abc")
+
+
 def test_get_logging_payload_preserves_anthropic_cache_read_input_tokens():
     additional_usage_values = _get_additional_usage_values_for_usage(
         litellm.Usage(
@@ -277,9 +384,7 @@ def test_sanitize_request_body_for_spend_logs_payload_long_string():
     from litellm.constants import MAX_STRING_LENGTH_PROMPT_IN_DB
 
     # Create a string longer than MAX_STRING_LENGTH_PROMPT_IN_DB (2048)
-    long_string = (
-        "a" * 3000
-    )  # Create a string longer than MAX_STRING_LENGTH_PROMPT_IN_DB
+    long_string = "a" * 3000  # Create a string longer than MAX_STRING_LENGTH_PROMPT_IN_DB
     request_body = {"text": long_string, "normal_text": "short text"}
     sanitized = _sanitize_request_body_for_spend_logs_payload(request_body)
 
@@ -329,9 +434,7 @@ def test_sanitize_request_body_for_spend_logs_payload_nested_list():
 
     # Create a string longer than MAX_STRING_LENGTH_PROMPT_IN_DB
     long_string = "a" * (MAX_STRING_LENGTH_PROMPT_IN_DB + 500)
-    request_body = {
-        "items": [{"text": long_string}, {"text": "short"}, [{"text": long_string}]]
-    }
+    request_body = {"items": [{"text": long_string}, {"text": "short"}, [{"text": long_string}]]}
     sanitized = _sanitize_request_body_for_spend_logs_payload(request_body)
 
     # Calculate expected lengths based on actual MAX_STRING_LENGTH_PROMPT_IN_DB
@@ -415,14 +518,10 @@ def test_sanitize_request_body_for_spend_logs_payload_circular_reference():
 
     # Test that it handles circular reference without infinite recursion
     sanitized = _sanitize_request_body_for_spend_logs_payload(a)
-    assert sanitized == {
-        "b": {"a": {}}
-    }  # Should return empty dict for circular reference
+    assert sanitized == {"b": {"a": {}}}  # Should return empty dict for circular reference
 
 
-@patch(
-    "litellm.proxy.spend_tracking.spend_tracking_utils._should_store_prompts_and_responses_in_spend_logs"
-)
+@patch("litellm.proxy.spend_tracking.spend_tracking_utils._should_store_prompts_and_responses_in_spend_logs")
 def test_get_vector_store_request_for_spend_logs_payload_store_prompts_true(
     mock_should_store,
 ):
@@ -431,27 +530,16 @@ def test_get_vector_store_request_for_spend_logs_payload_store_prompts_true(
 
     # Sample vector store request metadata
     vector_store_request = [
-        {
-            "vector_store_search_response": {
-                "data": [
-                    {"content": [{"text": "sensitive information", "type": "text"}]}
-                ]
-            }
-        }
+        {"vector_store_search_response": {"data": [{"content": [{"text": "sensitive information", "type": "text"}]}]}}
     ]
 
     # When store_prompts is True, the original data should be returned unchanged
     result = _get_vector_store_request_for_spend_logs_payload(vector_store_request)
     assert result == vector_store_request
-    assert (
-        result[0]["vector_store_search_response"]["data"][0]["content"][0]["text"]
-        == "sensitive information"
-    )
+    assert result[0]["vector_store_search_response"]["data"][0]["content"][0]["text"] == "sensitive information"
 
 
-@patch(
-    "litellm.proxy.spend_tracking.spend_tracking_utils._should_store_prompts_and_responses_in_spend_logs"
-)
+@patch("litellm.proxy.spend_tracking.spend_tracking_utils._should_store_prompts_and_responses_in_spend_logs")
 def test_get_vector_store_request_for_spend_logs_payload_store_prompts_false(
     mock_should_store,
 ):
@@ -460,32 +548,18 @@ def test_get_vector_store_request_for_spend_logs_payload_store_prompts_false(
 
     # Sample vector store request metadata
     vector_store_request = [
-        {
-            "vector_store_search_response": {
-                "data": [
-                    {"content": [{"text": "sensitive information", "type": "text"}]}
-                ]
-            }
-        }
+        {"vector_store_search_response": {"data": [{"content": [{"text": "sensitive information", "type": "text"}]}]}}
     ]
 
     # When store_prompts is False, text should be redacted
     result = _get_vector_store_request_for_spend_logs_payload(vector_store_request)
     assert result is not None
-    assert (
-        result[0]["vector_store_search_response"]["data"][0]["content"][0]["text"]
-        == REDACTED_BY_LITELM_STRING
-    )
+    assert result[0]["vector_store_search_response"]["data"][0]["content"][0]["text"] == REDACTED_BY_LITELM_STRING
     # Ensure other fields are unchanged
-    assert (
-        result[0]["vector_store_search_response"]["data"][0]["content"][0]["type"]
-        == "text"
-    )
+    assert result[0]["vector_store_search_response"]["data"][0]["content"][0]["type"] == "text"
 
 
-@patch(
-    "litellm.proxy.spend_tracking.spend_tracking_utils._should_store_prompts_and_responses_in_spend_logs"
-)
+@patch("litellm.proxy.spend_tracking.spend_tracking_utils._should_store_prompts_and_responses_in_spend_logs")
 def test_get_vector_store_request_for_spend_logs_payload_null_input(mock_should_store):
     # When input is None
     mock_should_store.return_value = False
@@ -493,9 +567,7 @@ def test_get_vector_store_request_for_spend_logs_payload_null_input(mock_should_
     assert result is None
 
 
-@patch(
-    "litellm.proxy.spend_tracking.spend_tracking_utils._should_store_prompts_and_responses_in_spend_logs"
-)
+@patch("litellm.proxy.spend_tracking.spend_tracking_utils._should_store_prompts_and_responses_in_spend_logs")
 def test_get_messages_for_spend_logs_realtime_returns_messages(mock_should_store):
     """
     Test that _get_messages_for_spend_logs_payload returns messages
@@ -522,9 +594,7 @@ def test_get_messages_for_spend_logs_realtime_returns_messages(mock_should_store
     assert parsed[1]["content"] == "What is the weather today?"
 
 
-@patch(
-    "litellm.proxy.spend_tracking.spend_tracking_utils._should_store_prompts_and_responses_in_spend_logs"
-)
+@patch("litellm.proxy.spend_tracking.spend_tracking_utils._should_store_prompts_and_responses_in_spend_logs")
 def test_get_messages_for_spend_logs_strips_null_bytes(mock_should_store):
     """Regression for PostgreSQL 22P05: NUL bytes must be stripped from messages."""
     mock_should_store.return_value = True
@@ -541,9 +611,7 @@ def test_get_messages_for_spend_logs_strips_null_bytes(mock_should_store):
     assert parsed[0]["content"] == "helloworld"
 
 
-@patch(
-    "litellm.proxy.spend_tracking.spend_tracking_utils._should_store_prompts_and_responses_in_spend_logs"
-)
+@patch("litellm.proxy.spend_tracking.spend_tracking_utils._should_store_prompts_and_responses_in_spend_logs")
 def test_get_messages_for_spend_logs_realtime_empty_when_disabled(mock_should_store):
     """
     Test that _get_messages_for_spend_logs_payload returns '{}' for realtime calls
@@ -561,9 +629,7 @@ def test_get_messages_for_spend_logs_realtime_empty_when_disabled(mock_should_st
     assert result == "{}"
 
 
-@patch(
-    "litellm.proxy.spend_tracking.spend_tracking_utils._should_store_prompts_and_responses_in_spend_logs"
-)
+@patch("litellm.proxy.spend_tracking.spend_tracking_utils._should_store_prompts_and_responses_in_spend_logs")
 def test_get_messages_for_spend_logs_non_realtime_returns_empty(mock_should_store):
     """
     Test that _get_messages_for_spend_logs_payload returns '{}' for non-realtime
@@ -581,9 +647,7 @@ def test_get_messages_for_spend_logs_non_realtime_returns_empty(mock_should_stor
     assert result == "{}"
 
 
-@patch(
-    "litellm.proxy.spend_tracking.spend_tracking_utils._should_store_prompts_and_responses_in_spend_logs"
-)
+@patch("litellm.proxy.spend_tracking.spend_tracking_utils._should_store_prompts_and_responses_in_spend_logs")
 def test_get_response_for_spend_logs_payload_truncates_large_base64(mock_should_store):
     from litellm.constants import MAX_STRING_LENGTH_PROMPT_IN_DB
 
@@ -611,9 +675,7 @@ def test_get_response_for_spend_logs_payload_truncates_large_base64(mock_should_
     assert parsed["data"][0]["other_field"] == "value"
 
 
-@patch(
-    "litellm.proxy.spend_tracking.spend_tracking_utils._should_store_prompts_and_responses_in_spend_logs"
-)
+@patch("litellm.proxy.spend_tracking.spend_tracking_utils._should_store_prompts_and_responses_in_spend_logs")
 def test_get_response_for_spend_logs_payload_strips_null_bytes(mock_should_store):
     """Regression for PostgreSQL 22P05: NUL bytes must be stripped from response."""
     mock_should_store.return_value = True
@@ -626,18 +688,14 @@ def test_get_response_for_spend_logs_payload_strips_null_bytes(mock_should_store
     assert json.loads(response_json)["content"] == "answerhere"
 
 
-@patch(
-    "litellm.proxy.spend_tracking.spend_tracking_utils._should_store_prompts_and_responses_in_spend_logs"
-)
+@patch("litellm.proxy.spend_tracking.spend_tracking_utils._should_store_prompts_and_responses_in_spend_logs")
 def test_get_response_for_spend_logs_payload_truncates_large_embedding(
     mock_should_store,
 ):
     from litellm.constants import MAX_STRING_LENGTH_PROMPT_IN_DB
 
     mock_should_store.return_value = True
-    embedding_values = [
-        round(i * 0.0001, 6) for i in range(MAX_STRING_LENGTH_PROMPT_IN_DB + 500)
-    ]
+    embedding_values = [round(i * 0.0001, 6) for i in range(MAX_STRING_LENGTH_PROMPT_IN_DB + 500)]
     large_embedding = json.dumps(embedding_values)
     payload = cast(
         StandardLoggingPayload,
@@ -685,9 +743,7 @@ def test_truncation_includes_db_safeguard_note():
     )
 
 
-@patch(
-    "litellm.proxy.spend_tracking.spend_tracking_utils._should_store_prompts_and_responses_in_spend_logs"
-)
+@patch("litellm.proxy.spend_tracking.spend_tracking_utils._should_store_prompts_and_responses_in_spend_logs")
 def test_response_truncation_logs_info_message(mock_should_store):
     """
     Test that when response is truncated before DB storage, an info log is emitted
@@ -702,18 +758,14 @@ def test_response_truncation_logs_info_message(mock_should_store):
         {"response": {"data": [{"content": large_text}]}},
     )
 
-    with patch(
-        "litellm.proxy.spend_tracking.spend_tracking_utils.verbose_proxy_logger"
-    ) as mock_logger:
+    with patch("litellm.proxy.spend_tracking.spend_tracking_utils.verbose_proxy_logger") as mock_logger:
         _get_response_for_spend_logs_payload(payload)
         mock_logger.info.assert_called_once()
         log_msg = mock_logger.info.call_args[0][0]
         assert "response was truncated" in log_msg
 
 
-@patch(
-    "litellm.proxy.spend_tracking.spend_tracking_utils._should_store_prompts_and_responses_in_spend_logs"
-)
+@patch("litellm.proxy.spend_tracking.spend_tracking_utils._should_store_prompts_and_responses_in_spend_logs")
 def test_request_body_truncation_logs_info_message(mock_should_store):
     """
     Test that when request body is truncated before DB storage, an info log is emitted.
@@ -722,18 +774,10 @@ def test_request_body_truncation_logs_info_message(mock_should_store):
 
     mock_should_store.return_value = True
     large_prompt = "C" * (MAX_STRING_LENGTH_PROMPT_IN_DB + 500)
-    litellm_params = {
-        "proxy_server_request": {
-            "body": {"messages": [{"role": "user", "content": large_prompt}]}
-        }
-    }
+    litellm_params = {"proxy_server_request": {"body": {"messages": [{"role": "user", "content": large_prompt}]}}}
 
-    with patch(
-        "litellm.proxy.spend_tracking.spend_tracking_utils.verbose_proxy_logger"
-    ) as mock_logger:
-        _get_proxy_server_request_for_spend_logs_payload(
-            metadata={}, litellm_params=litellm_params, kwargs={}
-        )
+    with patch("litellm.proxy.spend_tracking.spend_tracking_utils.verbose_proxy_logger") as mock_logger:
+        _get_proxy_server_request_for_spend_logs_payload(metadata={}, litellm_params=litellm_params, kwargs={})
         mock_logger.info.assert_called_once()
         log_msg = mock_logger.info.call_args[0][0]
         assert "request body was truncated" in log_msg
@@ -870,14 +914,10 @@ def test_get_logging_payload_api_key_preserved_when_standard_logging_payload_is_
     )
 
     # The api_key should be hashed (not the raw key)
-    assert (
-        payload["api_key"] != test_api_key
-    ), "api_key should be hashed, not the raw key"
+    assert payload["api_key"] != test_api_key, "api_key should be hashed, not the raw key"
 
     # The api_key should be a valid hash (64 character hex string for SHA256)
-    assert (
-        len(payload["api_key"]) == 64
-    ), f"Expected 64 character hash, got {len(payload['api_key'])} characters"
+    assert len(payload["api_key"]) == 64, f"Expected 64 character hash, got {len(payload['api_key'])} characters"
 
     # Verify other fields are set correctly
     assert payload["model"] == "openai/gpt-4.1"
@@ -1019,9 +1059,7 @@ async def test_api_key_preserved_through_failure_hook_to_database():
 
     assert payload_api_key is not None, "🚨 CRITICAL: payload['api_key'] is None!"
 
-    assert (
-        payload_api_key == hashed_key
-    ), f"🚨 CRITICAL: Expected api_key={hashed_key}, got {payload_api_key}"
+    assert payload_api_key == hashed_key, f"🚨 CRITICAL: Expected api_key={hashed_key}, got {payload_api_key}"
 
     # Verify token parameter matches
     assert data["token"] == hashed_key, f"Token parameter should be {hashed_key}"
@@ -1066,9 +1104,7 @@ def test_get_logging_payload_includes_agent_id_from_kwargs():
         end_time=end_time,
     )
 
-    assert (
-        payload["agent_id"] == test_agent_id
-    ), f"Expected agent_id '{test_agent_id}', got '{payload.get('agent_id')}'"
+    assert payload["agent_id"] == test_agent_id, f"Expected agent_id '{test_agent_id}', got '{payload.get('agent_id')}'"
 
 
 @patch("litellm.proxy.proxy_server.master_key", None)
@@ -1093,9 +1129,7 @@ def test_get_logging_payload_includes_overhead_in_spend_logs_metadata():
         startTime=1234567890.0,
         endTime=1234567891.0,
         completionStartTime=None,
-        model_map_information=StandardLoggingModelInformation(
-            model_map_key="gpt-3.5-turbo", model_map_value=None
-        ),
+        model_map_information=StandardLoggingModelInformation(model_map_key="gpt-3.5-turbo", model_map_value=None),
         model="gpt-3.5-turbo",
         model_id="model-123",
         model_group="openai",
@@ -1173,9 +1207,9 @@ def test_get_logging_payload_includes_overhead_in_spend_logs_metadata():
     metadata = json.loads(metadata_json)
 
     # Verify overhead is stored directly in metadata
-    assert (
-        metadata.get("litellm_overhead_time_ms") == test_overhead_ms
-    ), f"Expected overhead '{test_overhead_ms}', got '{metadata.get('litellm_overhead_time_ms')}'"
+    assert metadata.get("litellm_overhead_time_ms") == test_overhead_ms, (
+        f"Expected overhead '{test_overhead_ms}', got '{metadata.get('litellm_overhead_time_ms')}'"
+    )
 
 
 @patch("litellm.proxy.proxy_server.master_key", None)
@@ -1228,9 +1262,7 @@ def test_get_logging_payload_handles_missing_overhead_gracefully():
         startTime=1234567890.0,
         endTime=1234567891.0,
         completionStartTime=None,
-        model_map_information=StandardLoggingModelInformation(
-            model_map_key="gpt-3.5-turbo", model_map_value=None
-        ),
+        model_map_information=StandardLoggingModelInformation(model_map_key="gpt-3.5-turbo", model_map_value=None),
         model="gpt-3.5-turbo",
         model_id="model-123",
         model_group="openai",
@@ -1309,14 +1341,12 @@ def test_get_logging_payload_handles_missing_overhead_gracefully():
     metadata = json.loads(metadata_json)
 
     # When overhead is None, litellm_overhead_time_ms should be None or not present
-    assert (
-        metadata.get("litellm_overhead_time_ms") is None
-    ), "litellm_overhead_time_ms should be None when overhead is not provided"
+    assert metadata.get("litellm_overhead_time_ms") is None, (
+        "litellm_overhead_time_ms should be None when overhead is not provided"
+    )
 
 
-@patch(
-    "litellm.proxy.spend_tracking.spend_tracking_utils._should_store_prompts_and_responses_in_spend_logs"
-)
+@patch("litellm.proxy.spend_tracking.spend_tracking_utils._should_store_prompts_and_responses_in_spend_logs")
 def test_spend_logs_redacts_request_and_response_when_turn_off_message_logging_enabled(
     mock_should_store,
 ):
@@ -1347,9 +1377,7 @@ def test_spend_logs_redacts_request_and_response_when_turn_off_message_logging_e
     )
 
     parsed_request = json.loads(request_result)
-    assert parsed_request["messages"] == [
-        {"role": "user", "content": "redacted-by-litellm"}
-    ]
+    assert parsed_request["messages"] == [{"role": "user", "content": "redacted-by-litellm"}]
     assert parsed_request["model"] == "gpt-4"
 
     # Test response redaction - use dict response to verify redaction
@@ -1368,9 +1396,7 @@ def test_spend_logs_redacts_request_and_response_when_turn_off_message_logging_e
         {"response": response_dict},
     )
 
-    response_result = _get_response_for_spend_logs_payload(
-        payload=payload, kwargs=kwargs
-    )
+    response_result = _get_response_for_spend_logs_payload(payload=payload, kwargs=kwargs)
 
     # When redaction is enabled and response is a dict (not ModelResponse),
     # perform_redaction redacts content in-place within the choices structure
@@ -1415,30 +1441,22 @@ def test_should_store_prompts_and_responses_in_spend_logs_case_insensitive_strin
             # When env var is True, should return True
             mock_get_secret_bool.return_value = True
             result = _should_store_prompts_and_responses_in_spend_logs()
-            assert (
-                result is True
-            ), f"Expected True (from env var) for '{false_value}', got {result}"
+            assert result is True, f"Expected True (from env var) for '{false_value}', got {result}"
 
             # When env var is False, should return False
             mock_get_secret_bool.return_value = False
             result = _should_store_prompts_and_responses_in_spend_logs()
-            assert (
-                result is False
-            ), f"Expected False (from env var) for '{false_value}', got {result}"
+            assert result is False, f"Expected False (from env var) for '{false_value}', got {result}"
 
     # Test when general_settings doesn't have the key at all
     with patch("litellm.proxy.proxy_server.general_settings", {}):
         mock_get_secret_bool.return_value = True
         result = _should_store_prompts_and_responses_in_spend_logs()
-        assert (
-            result is True
-        ), "Expected True (from env var) when key missing, got False"
+        assert result is True, "Expected True (from env var) when key missing, got False"
 
         mock_get_secret_bool.return_value = False
         result = _should_store_prompts_and_responses_in_spend_logs()
-        assert (
-            result is False
-        ), "Expected False (from env var) when key missing, got True"
+        assert result is False, "Expected False (from env var) when key missing, got True"
 
 
 def test_get_spend_logs_metadata_guardrail_info_fallback_from_metadata():
@@ -1831,9 +1849,7 @@ def test_get_logging_payload_includes_retry_info_in_spend_logs_metadata():
             startTime=1234567890.0,
             endTime=1234567891.0,
             completionStartTime=None,
-            model_map_information=StandardLoggingModelInformation(
-                model_map_key="gpt-3.5-turbo", model_map_value=None
-            ),
+            model_map_information=StandardLoggingModelInformation(model_map_key="gpt-3.5-turbo", model_map_value=None),
             model="gpt-3.5-turbo",
             model_id="model-123",
             model_group="openai",
@@ -1897,12 +1913,10 @@ def test_get_logging_payload_includes_retry_info_in_spend_logs_metadata():
 
     metadata = json.loads(payload["metadata"])
 
-    assert (
-        metadata.get("attempted_retries") == 2
-    ), f"Expected attempted_retries=2, got {metadata.get('attempted_retries')}"
-    assert (
-        metadata.get("max_retries") == 3
-    ), f"Expected max_retries=3, got {metadata.get('max_retries')}"
+    assert metadata.get("attempted_retries") == 2, (
+        f"Expected attempted_retries=2, got {metadata.get('attempted_retries')}"
+    )
+    assert metadata.get("max_retries") == 3, f"Expected max_retries=3, got {metadata.get('max_retries')}"
 
 
 @patch("litellm.proxy.proxy_server.master_key", None)
@@ -1930,9 +1944,7 @@ def test_get_logging_payload_handles_missing_retry_info_gracefully():
             startTime=1234567890.0,
             endTime=1234567891.0,
             completionStartTime=None,
-            model_map_information=StandardLoggingModelInformation(
-                model_map_key="gpt-3.5-turbo", model_map_value=None
-            ),
+            model_map_information=StandardLoggingModelInformation(model_map_key="gpt-3.5-turbo", model_map_value=None),
             model="gpt-3.5-turbo",
             model_id="model-123",
             model_group="openai",
@@ -1996,20 +2008,14 @@ def test_get_logging_payload_handles_missing_retry_info_gracefully():
 
     metadata = json.loads(payload["metadata"])
 
-    assert (
-        metadata.get("attempted_retries") is None
-    ), "attempted_retries should be None when not provided"
-    assert (
-        metadata.get("max_retries") is None
-    ), "max_retries should be None when not provided"
+    assert metadata.get("attempted_retries") is None, "attempted_retries should be None when not provided"
+    assert metadata.get("max_retries") is None, "max_retries should be None when not provided"
 
 
 def test_get_request_duration_ms_normal():
     """Test that request duration is correctly computed in milliseconds."""
     start = datetime.datetime(2025, 1, 1, 0, 0, 0, tzinfo=timezone.utc)
-    end = datetime.datetime(
-        2025, 1, 1, 0, 0, 2, 500000, tzinfo=timezone.utc
-    )  # 2.5s later
+    end = datetime.datetime(2025, 1, 1, 0, 0, 2, 500000, tzinfo=timezone.utc)  # 2.5s later
     result = _get_request_duration_ms(start, end)
     assert result == 2500
 
@@ -2039,9 +2045,7 @@ def test_get_logging_payload_includes_request_duration_ms():
         "litellm_params": {"api_base": "https://api.openai.com"},
         "standard_logging_object": None,
     }
-    response_obj = {
-        "usage": {"prompt_tokens": 10, "completion_tokens": 5, "total_tokens": 15}
-    }
+    response_obj = {"usage": {"prompt_tokens": 10, "completion_tokens": 5, "total_tokens": 15}}
 
     with (
         patch("litellm.proxy.proxy_server.master_key", None),
@@ -2107,16 +2111,12 @@ def test_sanitize_request_body_strips_secret_fields():
     }
     sanitized = _sanitize_request_body_for_spend_logs_payload(request_body)
 
-    assert (
-        "secret_fields" not in sanitized
-    ), "secret_fields must be stripped from the sanitized request body"
+    assert "secret_fields" not in sanitized, "secret_fields must be stripped from the sanitized request body"
     assert sanitized["model"] == "gpt-4"
     assert sanitized["messages"] == [{"role": "user", "content": "hi"}]
 
 
-@patch(
-    "litellm.proxy.spend_tracking.spend_tracking_utils._should_store_prompts_and_responses_in_spend_logs"
-)
+@patch("litellm.proxy.spend_tracking.spend_tracking_utils._should_store_prompts_and_responses_in_spend_logs")
 def test_proxy_server_request_payload_excludes_secret_fields(mock_should_store):
     """
     End-to-end test: when the proxy_server_request body contains
@@ -2140,14 +2140,10 @@ def test_proxy_server_request_payload_excludes_secret_fields(mock_should_store):
         }
     }
 
-    result = _get_proxy_server_request_for_spend_logs_payload(
-        metadata={}, litellm_params=litellm_params, kwargs={}
-    )
+    result = _get_proxy_server_request_for_spend_logs_payload(metadata={}, litellm_params=litellm_params, kwargs={})
     parsed = json.loads(result)
 
-    assert (
-        "secret_fields" not in parsed
-    ), "secret_fields must never appear in the spend-log proxy_server_request column"
+    assert "secret_fields" not in parsed, "secret_fields must never appear in the spend-log proxy_server_request column"
     assert parsed["model"] == "gpt-4"
     assert parsed["messages"] == [{"role": "user", "content": "hello"}]
 
@@ -2176,10 +2172,7 @@ def test_redact_prompt_leaks_strips_input_value_python_repr():
 
 
 def test_redact_prompt_leaks_strips_input_value_json():
-    error_text = (
-        '{"error":{"message":"validation failed",'
-        '"input":[{"role":"user","content":"top-secret-content"}]}}'
-    )
+    error_text = '{"error":{"message":"validation failed","input":[{"role":"user","content":"top-secret-content"}]}}'
     redacted = _redact_prompt_leaks_in_error_string(error_text)
     assert "top-secret-content" not in redacted
     assert REDACTED_BY_LITELM_STRING in redacted
@@ -2203,9 +2196,7 @@ def test_redact_prompt_leaks_empty_string():
     assert _redact_prompt_leaks_in_error_string("") == ""
 
 
-@patch(
-    "litellm.proxy.spend_tracking.spend_tracking_utils._should_store_prompts_and_responses_in_spend_logs"
-)
+@patch("litellm.proxy.spend_tracking.spend_tracking_utils._should_store_prompts_and_responses_in_spend_logs")
 def test_sanitize_error_information_redacts_when_not_storing_prompts(
     mock_should_store,
 ):
@@ -2233,9 +2224,7 @@ def test_sanitize_error_information_redacts_when_not_storing_prompts(
     assert sanitized["llm_provider"] == "openai"
 
 
-@patch(
-    "litellm.proxy.spend_tracking.spend_tracking_utils._should_store_prompts_and_responses_in_spend_logs"
-)
+@patch("litellm.proxy.spend_tracking.spend_tracking_utils._should_store_prompts_and_responses_in_spend_logs")
 def test_sanitize_error_information_skips_redaction_when_storing_prompts(
     mock_should_store,
 ):
@@ -2246,9 +2235,7 @@ def test_sanitize_error_information_skips_redaction_when_storing_prompts(
         "error_class": "RateLimitError",
         "llm_provider": "openai",
         "traceback": "",
-        "error_message": (
-            'OpenAIException - {"error":{"input":[{"role":"user","content":"kept"}]}}'
-        ),
+        "error_message": ('OpenAIException - {"error":{"input":[{"role":"user","content":"kept"}]}}'),
     }
 
     sanitized = _sanitize_error_information_for_spend_logs(error_info)
@@ -2259,9 +2246,7 @@ def test_sanitize_error_information_skips_redaction_when_storing_prompts(
     assert REDACTED_BY_LITELM_STRING not in sanitized["error_message"]
 
 
-@patch(
-    "litellm.proxy.spend_tracking.spend_tracking_utils._should_store_prompts_and_responses_in_spend_logs"
-)
+@patch("litellm.proxy.spend_tracking.spend_tracking_utils._should_store_prompts_and_responses_in_spend_logs")
 def test_sanitize_error_information_caps_size_regardless_of_prompt_flag(
     mock_should_store,
 ):
@@ -2292,9 +2277,7 @@ def test_sanitize_error_information_none_passthrough():
     assert _sanitize_error_information_for_spend_logs(None) is None
 
 
-@patch(
-    "litellm.proxy.spend_tracking.spend_tracking_utils._should_store_prompts_and_responses_in_spend_logs"
-)
+@patch("litellm.proxy.spend_tracking.spend_tracking_utils._should_store_prompts_and_responses_in_spend_logs")
 def test_sanitize_error_information_reproduces_lit_2992(mock_should_store):
     # Mirrors the reproduced row body from LIT-2992 — a RateLimitError whose
     # message embeds 178 pydantic validation errors, each carrying a full
@@ -2335,10 +2318,7 @@ def test_redact_prompt_leaks_handles_nested_multimodal_content():
     # Multi-modal payload: 'content' is itself a list. The depth-1 regex
     # would stop at the inner '['; the parser-based scanner must walk
     # through balanced nested brackets.
-    error_text = (
-        '{"error":{"messages":[{"role":"user",'
-        '"content":[{"type":"text","text":"top-secret-multimodal"}]}]}}'
-    )
+    error_text = '{"error":{"messages":[{"role":"user","content":[{"type":"text","text":"top-secret-multimodal"}]}]}}'
     redacted = _redact_prompt_leaks_in_error_string(error_text)
     assert "top-secret-multimodal" not in redacted
     assert REDACTED_BY_LITELM_STRING in redacted
@@ -2347,9 +2327,7 @@ def test_redact_prompt_leaks_handles_nested_multimodal_content():
 def test_redact_prompt_leaks_handles_bracket_in_prompt_text():
     # Prompt text contains a literal '[' — the depth-1 regex would close
     # the outer ']' prematurely. The parser must respect string quoting.
-    error_text = (
-        '{"error":{"input":[{"role":"user","content":"secret[123 still secret"}]}}'
-    )
+    error_text = '{"error":{"input":[{"role":"user","content":"secret[123 still secret"}]}}'
     redacted = _redact_prompt_leaks_in_error_string(error_text)
     assert "secret[123" not in redacted
     assert "still secret" not in redacted
@@ -2368,8 +2346,7 @@ def test_redact_prompt_leaks_handles_escaped_quote_in_prompt_text():
 def test_redact_prompt_leaks_handles_nested_input_python_repr():
     # Python dict-repr with nested list inside 'input' — single quotes.
     error_text = (
-        "validation error: {'input': [{'role': 'user', "
-        "'content': [{'type': 'text', 'text': 'leaked-nested-text'}]}]}"
+        "validation error: {'input': [{'role': 'user', 'content': [{'type': 'text', 'text': 'leaked-nested-text'}]}]}"
     )
     redacted = _redact_prompt_leaks_in_error_string(error_text)
     assert "leaked-nested-text" not in redacted
@@ -2385,9 +2362,7 @@ def test_redact_prompt_leaks_handles_unterminated_value():
     assert REDACTED_BY_LITELM_STRING in redacted
 
 
-@patch(
-    "litellm.proxy.spend_tracking.spend_tracking_utils._should_store_prompts_and_responses_in_spend_logs"
-)
+@patch("litellm.proxy.spend_tracking.spend_tracking_utils._should_store_prompts_and_responses_in_spend_logs")
 def test_sanitize_error_information_redacts_traceback_when_not_storing_prompts(
     mock_should_store,
 ):
@@ -2419,9 +2394,7 @@ def test_sanitize_error_information_redacts_traceback_when_not_storing_prompts(
     assert "ValueError: invalid request" in sanitized["traceback"]
 
 
-@patch(
-    "litellm.proxy.spend_tracking.spend_tracking_utils._should_store_prompts_and_responses_in_spend_logs"
-)
+@patch("litellm.proxy.spend_tracking.spend_tracking_utils._should_store_prompts_and_responses_in_spend_logs")
 def test_sanitize_error_information_skips_traceback_redaction_when_storing_prompts(
     mock_should_store,
 ):
@@ -2431,9 +2404,7 @@ def test_sanitize_error_information_skips_traceback_redaction_when_storing_promp
         "error_code": "500",
         "error_class": "ValueError",
         "llm_provider": "",
-        "traceback": (
-            'raise ValueError({"input":[{"role":"user","content":"tb-kept"}]})'
-        ),
+        "traceback": ('raise ValueError({"input":[{"role":"user","content":"tb-kept"}]})'),
         "error_message": "invalid request",
     }
 
@@ -2448,20 +2419,14 @@ def test_redact_prompt_leaks_strips_prompt_key_completions_payload():
     # /v1/completions echoes the user input under the top-level 'prompt' key
     # rather than 'messages'. Without 'prompt' coverage the body would survive
     # the redactor when store_prompts_in_spend_logs is False.
-    error_text = (
-        '{"error":{"message":"validation failed",'
-        '"prompt":"super-secret-completion-text"}}'
-    )
+    error_text = '{"error":{"message":"validation failed","prompt":"super-secret-completion-text"}}'
     redacted = _redact_prompt_leaks_in_error_string(error_text)
     assert "super-secret-completion-text" not in redacted
     assert REDACTED_BY_LITELM_STRING in redacted
 
 
 def test_redact_prompt_leaks_strips_prompt_key_python_repr():
-    error_text = (
-        "{'model': 'gpt-3.5-turbo-instruct', "
-        "'prompt': 'leaked-completion-prompt-body'}"
-    )
+    error_text = "{'model': 'gpt-3.5-turbo-instruct', 'prompt': 'leaked-completion-prompt-body'}"
     redacted = _redact_prompt_leaks_in_error_string(error_text)
     assert "leaked-completion-prompt-body" not in redacted
     assert REDACTED_BY_LITELM_STRING in redacted
@@ -2495,11 +2460,7 @@ def test_redact_prompt_leaks_strips_pydantic_input_value_list():
 
 
 def test_redact_prompt_leaks_strips_pydantic_input_value_dict():
-    error_text = (
-        "[type=dict_type, "
-        "input_value={'role': 'user', 'content': 'leaked-dict-content'}, "
-        "input_type=dict]"
-    )
+    error_text = "[type=dict_type, input_value={'role': 'user', 'content': 'leaked-dict-content'}, input_type=dict]"
     redacted = _redact_prompt_leaks_in_error_string(error_text)
     assert "leaked-dict-content" not in redacted
     assert REDACTED_BY_LITELM_STRING in redacted
@@ -2541,9 +2502,7 @@ def test_redact_prompt_leaks_combined_quoted_key_and_pydantic_assignment():
     assert redacted.count(REDACTED_BY_LITELM_STRING) >= 2
 
 
-@patch(
-    "litellm.proxy.spend_tracking.spend_tracking_utils._should_store_prompts_and_responses_in_spend_logs"
-)
+@patch("litellm.proxy.spend_tracking.spend_tracking_utils._should_store_prompts_and_responses_in_spend_logs")
 def test_sanitize_error_information_redacts_pydantic_assignment_form(
     mock_should_store,
 ):
@@ -2741,9 +2700,7 @@ def test_get_spend_logs_metadata_non_sk_raw_key_hashed():
 
 def test_get_spend_logs_metadata_already_hashed_unchanged_with_provenance():
     already_hashed = hash_token("sk-some-key")
-    meta = _get_spend_logs_metadata(
-        {"user_api_key": already_hashed, "user_api_key_hash": already_hashed}
-    )
+    meta = _get_spend_logs_metadata({"user_api_key": already_hashed, "user_api_key_hash": already_hashed})
     assert meta["user_api_key"] == already_hashed
     assert hash_token(already_hashed) != meta["user_api_key"]  # no double-hash
 
@@ -2758,9 +2715,7 @@ def test_get_spend_logs_metadata_already_hashed_no_provenance_is_rehashed():
 def test_get_spend_logs_metadata_provenance_bypass_requires_hash_match():
     already_hashed = hash_token("sk-some-key")
     different_hash = hash_token("sk-other-key")
-    meta = _get_spend_logs_metadata(
-        {"user_api_key": already_hashed, "user_api_key_hash": different_hash}
-    )
+    meta = _get_spend_logs_metadata({"user_api_key": already_hashed, "user_api_key_hash": different_hash})
     assert meta["user_api_key"] == hash_token(already_hashed)
 
 
@@ -2797,16 +2752,12 @@ def test_get_logging_payload_uses_recovered_combined_usage_on_failure():
         "model": "anthropic/claude-haiku-4-5",
         "call_type": "acompletion",
         "litellm_params": {"metadata": {"user_api_key": "sk-test"}},
-        "combined_usage_object": Usage(
-            prompt_tokens=30, completion_tokens=1, total_tokens=31
-        ),
+        "combined_usage_object": Usage(prompt_tokens=30, completion_tokens=1, total_tokens=31),
     }
     response_obj = Exception("MidStreamFallbackError: read timeout")
     now = datetime.datetime.now(timezone.utc)
 
-    payload = get_logging_payload(
-        kwargs=kwargs, response_obj=response_obj, start_time=now, end_time=now
-    )
+    payload = get_logging_payload(kwargs=kwargs, response_obj=response_obj, start_time=now, end_time=now)
 
     assert payload["prompt_tokens"] == 30
     assert payload["completion_tokens"] == 1
@@ -2825,9 +2776,7 @@ def test_get_logging_payload_failure_without_recovered_usage_is_zero():
     response_obj = Exception("BadRequestError")
     now = datetime.datetime.now(timezone.utc)
 
-    payload = get_logging_payload(
-        kwargs=kwargs, response_obj=response_obj, start_time=now, end_time=now
-    )
+    payload = get_logging_payload(kwargs=kwargs, response_obj=response_obj, start_time=now, end_time=now)
 
     assert payload["total_tokens"] == 0
 
@@ -2853,9 +2802,7 @@ def test_get_logging_payload_sets_litellm_call_id_for_correlation():
     }
     now = datetime.datetime.now(timezone.utc)
 
-    payload = get_logging_payload(
-        kwargs=kwargs, response_obj=response_obj, start_time=now, end_time=now
-    )
+    payload = get_logging_payload(kwargs=kwargs, response_obj=response_obj, start_time=now, end_time=now)
     metadata = json.loads(payload["metadata"])
 
     assert payload["request_id"] == provider_response_id
@@ -2882,9 +2829,7 @@ def test_get_logging_payload_litellm_call_id_falls_back_to_litellm_params():
     }
     now = datetime.datetime.now(timezone.utc)
 
-    payload = get_logging_payload(
-        kwargs=kwargs, response_obj=response_obj, start_time=now, end_time=now
-    )
+    payload = get_logging_payload(kwargs=kwargs, response_obj=response_obj, start_time=now, end_time=now)
 
     assert json.loads(payload["metadata"])["litellm_call_id"] == trace_call_id
 
@@ -2901,14 +2846,10 @@ def test_get_logging_payload_litellm_call_id_when_response_has_no_id():
         "litellm_call_id": trace_call_id,
         "litellm_params": {"metadata": {"user_api_key": "sk-test"}},
     }
-    response_obj = {
-        "usage": {"prompt_tokens": 1, "completion_tokens": 1, "total_tokens": 2}
-    }
+    response_obj = {"usage": {"prompt_tokens": 1, "completion_tokens": 1, "total_tokens": 2}}
     now = datetime.datetime.now(timezone.utc)
 
-    payload = get_logging_payload(
-        kwargs=kwargs, response_obj=response_obj, start_time=now, end_time=now
-    )
+    payload = get_logging_payload(kwargs=kwargs, response_obj=response_obj, start_time=now, end_time=now)
 
     assert json.loads(payload["metadata"])["litellm_call_id"] == trace_call_id
     assert payload["request_id"] == trace_call_id
@@ -2932,9 +2873,7 @@ def test_get_logging_payload_cache_hit_keeps_raw_litellm_call_id():
     }
     now = datetime.datetime.now(timezone.utc)
 
-    payload = get_logging_payload(
-        kwargs=kwargs, response_obj=response_obj, start_time=now, end_time=now
-    )
+    payload = get_logging_payload(kwargs=kwargs, response_obj=response_obj, start_time=now, end_time=now)
 
     assert json.loads(payload["metadata"])["litellm_call_id"] == trace_call_id
     assert "_cache_hit" in payload["request_id"]
@@ -3074,9 +3013,7 @@ def test_get_logging_payload_hashes_bearer_prefixed_api_key():
     assert not payload["api_key"].startswith("Bearer"), (
         f"api_key column contains plaintext Bearer key: {payload['api_key']}"
     )
-    assert not payload["api_key"].startswith("sk-"), (
-        f"api_key column contains unhashed key: {payload['api_key']}"
-    )
+    assert not payload["api_key"].startswith("sk-"), f"api_key column contains unhashed key: {payload['api_key']}"
 
     metadata_dict = json.loads(payload["metadata"])
     assert not metadata_dict["user_api_key"].startswith("Bearer"), (
@@ -3747,9 +3684,7 @@ def test_get_logging_payload_includes_fallback_info_in_spend_logs_metadata():
             startTime=1234567890.0,
             endTime=1234567891.0,
             completionStartTime=None,
-            model_map_information=StandardLoggingModelInformation(
-                model_map_key="gpt-3.5-turbo", model_map_value=None
-            ),
+            model_map_information=StandardLoggingModelInformation(model_map_key="gpt-3.5-turbo", model_map_value=None),
             model="gpt-3.5-turbo",
             model_id="model-123",
             model_group="openai",
@@ -3813,12 +3748,12 @@ def test_get_logging_payload_includes_fallback_info_in_spend_logs_metadata():
 
     metadata = json.loads(payload["metadata"])
 
-    assert (
-        metadata.get("attempted_fallbacks") == 2
-    ), f"Expected attempted_fallbacks=2, got {metadata.get('attempted_fallbacks')}"
-    assert (
-        metadata.get("original_model_group") == "azure-gpt-fallback"
-    ), f"Expected original_model_group=azure-gpt-fallback, got {metadata.get('original_model_group')}"
+    assert metadata.get("attempted_fallbacks") == 2, (
+        f"Expected attempted_fallbacks=2, got {metadata.get('attempted_fallbacks')}"
+    )
+    assert metadata.get("original_model_group") == "azure-gpt-fallback", (
+        f"Expected original_model_group=azure-gpt-fallback, got {metadata.get('original_model_group')}"
+    )
 
 
 def test_get_logging_payload_handles_missing_fallback_info_gracefully():
@@ -3844,9 +3779,7 @@ def test_get_logging_payload_handles_missing_fallback_info_gracefully():
             startTime=1234567890.0,
             endTime=1234567891.0,
             completionStartTime=None,
-            model_map_information=StandardLoggingModelInformation(
-                model_map_key="gpt-3.5-turbo", model_map_value=None
-            ),
+            model_map_information=StandardLoggingModelInformation(model_map_key="gpt-3.5-turbo", model_map_value=None),
             model="gpt-3.5-turbo",
             model_id="model-123",
             model_group="openai",
@@ -3910,12 +3843,10 @@ def test_get_logging_payload_handles_missing_fallback_info_gracefully():
 
     metadata = json.loads(payload["metadata"])
 
-    assert (
-        metadata.get("attempted_fallbacks") is None
-    ), "attempted_fallbacks should be None when not provided"
-    assert (
-        metadata.get("original_model_group") is None
-    ), "original_model_group should be None when not provided"
+    assert metadata.get("attempted_fallbacks") is None, "attempted_fallbacks should be None when not provided"
+    assert metadata.get("original_model_group") is None, "original_model_group should be None when not provided"
+
+
 @pytest.mark.parametrize("bucket", ["metadata", "litellm_metadata"])
 def test_injected_cache_breakpoints_survive_into_spend_log_metadata(bucket):
     """The injection marker only gates savings if it reaches the spend-log row.
diff --git a/tests/test_litellm/proxy/test_budget_reservation.py b/tests/test_litellm/proxy/test_budget_reservation.py
index 95067929ac1..b8fb6170d34 100644
--- a/tests/test_litellm/proxy/test_budget_reservation.py
+++ b/tests/test_litellm/proxy/test_budget_reservation.py
@@ -819,6 +819,94 @@ async def test_should_cap_known_estimate_to_remaining_budget(
     ) == pytest.approx(0.9)
 
 
+@pytest.mark.asyncio
+async def test_fail_closed_rejects_known_estimate_exceeding_remaining_budget(
+    spend_counter_state,
+):
+    """LIT-5922: with strict enforcement on, a request whose known estimate does
+    not fit the remaining budget must be rejected before dispatch instead of
+    having its reservation shrunk to the headroom and admitted, and the counter
+    must be restored to the pre-request spend."""
+    counter_cache, key_cache = spend_counter_state
+    proxy_logging_obj = ProxyLogging(user_api_key_cache=key_cache)
+    valid_token = UserAPIKeyAuth(
+        token="key-budget-known-estimate-fail-closed",
+        spend=0.9,
+        max_budget=1.0,
+    )
+    counter_cache.in_memory_cache.set_cache(
+        key="spend:key:key-budget-known-estimate-fail-closed",
+        value=0.9,
+    )
+
+    with patch(  # test-quality-ok: reserve_budget_for_request takes no estimator, so pinning the estimate needs this attribute
+        "litellm.proxy.spend_tracking.budget_reservation.estimate_request_max_cost",
+        return_value=0.6,
+    ):
+        with pytest.raises(litellm.BudgetExceededError) as exc_info:
+            await reserve_budget_for_request(
+                request_body=_request_body(),
+                route="/chat/completions",
+                llm_router=None,
+                valid_token=valid_token,
+                team_object=None,
+                user_object=None,
+                prisma_client=None,
+                user_api_key_cache=key_cache,
+                proxy_logging_obj=proxy_logging_obj,
+                fail_closed_budget_enforcement=True,
+            )
+
+    assert exc_info.value.current_cost == pytest.approx(0.9)
+    assert exc_info.value.max_budget == pytest.approx(1.0)
+    assert "Current cost: 0.9, Estimated request cost: 0.6, Max budget: 1.0" in str(exc_info.value)
+    assert counter_cache.in_memory_cache.get_cache(
+        key="spend:key:key-budget-known-estimate-fail-closed"
+    ) == pytest.approx(0.9)
+
+
+@pytest.mark.asyncio
+async def test_fail_closed_tolerates_float_noise_when_estimate_exactly_fits(
+    spend_counter_state,
+):
+    """0.1 + 0.2 lands a hair above 0.3 in floating point. Strict enforcement
+    must treat that as fitting the budget, not reject it."""
+    counter_cache, key_cache = spend_counter_state
+    proxy_logging_obj = ProxyLogging(user_api_key_cache=key_cache)
+    valid_token = UserAPIKeyAuth(
+        token="key-budget-fail-closed-float-noise",
+        spend=0.1,
+        max_budget=0.3,
+    )
+    counter_cache.in_memory_cache.set_cache(
+        key="spend:key:key-budget-fail-closed-float-noise",
+        value=0.1,
+    )
+
+    with patch(  # test-quality-ok: reserve_budget_for_request takes no estimator, so pinning the estimate needs this attribute
+        "litellm.proxy.spend_tracking.budget_reservation.estimate_request_max_cost",
+        return_value=0.2,
+    ):
+        reservation = await reserve_budget_for_request(
+            request_body=_request_body(),
+            route="/chat/completions",
+            llm_router=None,
+            valid_token=valid_token,
+            team_object=None,
+            user_object=None,
+            prisma_client=None,
+            user_api_key_cache=key_cache,
+            proxy_logging_obj=proxy_logging_obj,
+            fail_closed_budget_enforcement=True,
+        )
+
+    assert reservation is not None
+    assert reservation["reserved_cost"] == pytest.approx(0.2)
+    assert counter_cache.in_memory_cache.get_cache(
+        key="spend:key:key-budget-fail-closed-float-noise"
+    ) == pytest.approx(0.3)
+
+
 @pytest.mark.asyncio
 async def test_should_clamp_reservation_to_default_when_output_cap_missing(
     spend_counter_state,
diff --git a/tests/test_litellm/proxy/test_common_request_processing.py b/tests/test_litellm/proxy/test_common_request_processing.py
index df14224af5c..6d6aad22ca3 100644
--- a/tests/test_litellm/proxy/test_common_request_processing.py
+++ b/tests/test_litellm/proxy/test_common_request_processing.py
@@ -3013,7 +3013,7 @@ class TestHandleLLMApiExceptionDictDetail:
         assert "NotFoundError" in proxy_exc.message
 
     async def test_exception_with_status_code_propagates(self):
-        """Exception with a statically-set status_code should propagate it."""
+        """Exception with a statically-set status_code should propagate it and its message."""
         from litellm.llms.vertex_ai.common_utils import VertexAIError
 
         exc = VertexAIError(
@@ -3022,12 +3022,30 @@ class TestHandleLLMApiExceptionDictDetail:
         )
         proxy_exc = await self._invoke(exc)
         assert proxy_exc.code == "429"
+        assert proxy_exc.message == "Rate limit exceeded"
 
     async def test_exception_without_status_code_defaults_to_500(self):
-        """Exception with no status_code attribute defaults to 500."""
+        """Exception with no status_code attribute defaults to 500; a message with nothing
+        to redact still reaches the client, since routes raise plain exceptions as validation text."""
         exc = ValueError("Something broke")
         proxy_exc = await self._invoke(exc)
         assert proxy_exc.code == "500"
+        assert proxy_exc.message == "Something broke"
+
+    async def test_unclassified_exception_redacts_internal_details_from_client_message(self):
+        """Regression for LIT-6747: an unclassified exception's credential, path, and host
+        must not reach the client."""
+        exc = RuntimeError(
+            "Failed to connect to postgresql://litellm_internal:S3cr3tPGPass@10.20.30.40:5432/litellm_prod "
+            "(config file /etc/litellm/secrets/db.yaml)"
+        )
+        proxy_exc = await self._invoke(exc)
+        assert proxy_exc.code == "500"
+        assert "S3cr3tPGPass" not in proxy_exc.message
+        assert "litellm_internal" not in proxy_exc.message
+        assert "10.20.30.40" not in proxy_exc.message
+        assert "/etc/litellm/secrets/db.yaml" not in proxy_exc.message
+        assert "REDACTED" in proxy_exc.message
 
     async def test_already_normalized_proxy_exception_is_honored(self):
         """A ProxyException raised mid-request (e.g. a guardrail block) is already
@@ -3244,6 +3262,42 @@ class TestStreamCloseOnDisconnect:
 
         assert upstream.aclosed
 
+    async def test_async_streaming_data_generator_redacts_internal_details_on_error(
+        self,
+    ):
+        """Regression for LIT-6747: a mid-stream exception must not hand its raw text or a
+        traceback to serialize_error."""
+
+        class FailingUpstream:
+            def __aiter__(self):
+                return self
+
+            async def __anext__(self):
+                raise RuntimeError(
+                    "Failed to connect to postgresql://litellm_internal:S3cr3tPGPass@10.20.30.40:5432/litellm_prod "
+                    "(config file /etc/litellm/secrets/db.yaml)"
+                )
+
+        ProxyLogging._callback_capabilities_cache.clear()
+        captured: list = []
+        gen = ProxyBaseLLMRequestProcessing.async_streaming_data_generator(
+            response=FailingUpstream(),
+            user_api_key_dict=ProxyUserAPIKeyAuth(api_key="sk-test"),
+            request_data={"model": "mock-model"},
+            proxy_logging_obj=ProxyLogging(user_api_key_cache=MagicMock()),
+            serialize_chunk=lambda c: "data: x\n\n",
+            serialize_error=lambda e: captured.append(e) or "data: error\n\n",
+        )
+
+        await gen.__anext__()
+
+        assert len(captured) == 1
+        message = captured[0].message
+        assert "S3cr3tPGPass" not in message
+        assert "10.20.30.40" not in message
+        assert "/etc/litellm/secrets/db.yaml" not in message
+        assert "Traceback (most recent call last)" not in message
+
     @staticmethod
     def _request_that_disconnects() -> Request:
         async def receive():
diff --git a/tests/test_litellm/proxy/test_litellm_pre_call_utils.py b/tests/test_litellm/proxy/test_litellm_pre_call_utils.py
index ee0e2014951..72d37650963 100644
--- a/tests/test_litellm/proxy/test_litellm_pre_call_utils.py
+++ b/tests/test_litellm/proxy/test_litellm_pre_call_utils.py
@@ -41,19 +41,18 @@ from litellm.litellm_core_utils.get_provider_specific_headers import (
 from litellm.litellm_core_utils.initialize_dynamic_callback_params import (
     TRUSTED_CALLBACK_VARS_FIELD,
 )
+from litellm.constants import SESSION_ID_GENERATED_METADATA_KEY, SESSION_ID_OMITTED_METADATA_KEY
 from litellm.llms.bedrock.base_aws_llm import BaseAWSLLM
+from litellm.llms.fireworks_ai.common_utils import get_fireworks_session_id
 from litellm.types.utils import CredentialItem
 
 
-
 def test_check_if_token_is_service_account():
     """
     Test that only keys with `service_account_id` in metadata are considered service accounts
     """
     # Test case 1: Service account token
-    service_account_token = UserAPIKeyAuth(
-        api_key="test-key", metadata={"service_account_id": "test-service-account"}
-    )
+    service_account_token = UserAPIKeyAuth(api_key="test-key", metadata={"service_account_id": "test-service-account"})
     assert check_if_token_is_service_account(service_account_token) == True
 
     # Test case 2: Regular user token
@@ -61,9 +60,7 @@ def test_check_if_token_is_service_account():
     assert check_if_token_is_service_account(regular_token) == False
 
     # Test case 3: Token with other metadata
-    other_metadata_token = UserAPIKeyAuth(
-        api_key="test-key", metadata={"user_id": "test-user"}
-    )
+    other_metadata_token = UserAPIKeyAuth(api_key="test-key", metadata={"user_id": "test-user"})
     assert check_if_token_is_service_account(other_metadata_token) == False
 
 
@@ -110,15 +107,11 @@ class TestGetMetadataVariableName:
     def test_returns_litellm_metadata_for_bedrock_invoke(self):
         # GH#30629: bedrock passthrough must use litellm_metadata
         # to prevent key-level tags from leaking into provider body
-        request = self._make_request(
-            "/bedrock/model/us.anthropic.claude-sonnet-4-6/invoke"
-        )
+        request = self._make_request("/bedrock/model/us.anthropic.claude-sonnet-4-6/invoke")
         assert _get_metadata_variable_name(request) == "litellm_metadata"
 
     def test_returns_litellm_metadata_for_bedrock_converse(self):
-        request = self._make_request(
-            "/bedrock/model/us.anthropic.claude-sonnet-4-6/converse"
-        )
+        request = self._make_request("/bedrock/model/us.anthropic.claude-sonnet-4-6/converse")
         assert _get_metadata_variable_name(request) == "litellm_metadata"
 
 
@@ -126,9 +119,7 @@ def test_get_enforced_params_for_service_account_settings():
     """
     Test that service account enforced params are only added to service account keys
     """
-    service_account_token = UserAPIKeyAuth(
-        api_key="test-key", metadata={"service_account_id": "test-service-account"}
-    )
+    service_account_token = UserAPIKeyAuth(api_key="test-key", metadata={"service_account_id": "test-service-account"})
     general_settings_with_service_account_settings = {
         "service_account_settings": {"enforced_params": ["metadata.service"]},
     }
@@ -138,9 +129,7 @@ def test_get_enforced_params_for_service_account_settings():
     )
     assert result == ["metadata.service"]
 
-    regular_token = UserAPIKeyAuth(
-        api_key="test-key", metadata={"enforced_params": ["user"]}
-    )
+    regular_token = UserAPIKeyAuth(api_key="test-key", metadata={"enforced_params": ["user"]})
     result = _get_enforced_params(
         general_settings=general_settings_with_service_account_settings,
         user_api_key_dict=regular_token,
@@ -153,9 +142,7 @@ def test_get_enforced_params_for_service_account_settings():
     [
         (
             {"enforced_params": ["param1", "param2"]},
-            UserAPIKeyAuth(
-                api_key="test_api_key", user_id="test_user_id", org_id="test_org_id"
-            ),
+            UserAPIKeyAuth(api_key="test_api_key", user_id="test_user_id", org_id="test_org_id"),
             ["param1", "param2"],
         ),
         (
@@ -181,9 +168,7 @@ def test_get_enforced_params_for_service_account_settings():
         ),
     ],
 )
-def test_get_enforced_params(
-    general_settings, user_api_key_dict, expected_enforced_params
-):
+def test_get_enforced_params(general_settings, user_api_key_dict, expected_enforced_params):
     from litellm.proxy.litellm_pre_call_utils import _get_enforced_params
 
     enforced_params = _get_enforced_params(general_settings, user_api_key_dict)
@@ -439,9 +424,7 @@ async def test_add_litellm_data_to_request_strips_admin_injection_slots():
     populated = updated["metadata"]
     assert populated["user_api_key_metadata"] == real_admin_metadata
     assert populated["user_api_key_team_metadata"] == real_admin_metadata
-    assert "_pipeline_managed_guardrails" not in populated or populated[
-        "_pipeline_managed_guardrails"
-    ] != ["evaded"]
+    assert "_pipeline_managed_guardrails" not in populated or populated["_pipeline_managed_guardrails"] != ["evaded"]
 
     other = updated.get("litellm_metadata") or {}
     assert other.get("user_api_key_metadata") in (None, {}, real_admin_metadata)
@@ -695,9 +678,7 @@ async def test_add_litellm_data_to_request_proxy_server_request_body_is_post_str
     snapshot_body = updated["proxy_server_request"]["body"]
     assert snapshot_body is not None
     snapshot_metadata = snapshot_body.get("metadata") or {}
-    assert "user_api_key_user_id" not in snapshot_metadata or (
-        snapshot_metadata["user_api_key_user_id"] != "victim"
-    )
+    assert "user_api_key_user_id" not in snapshot_metadata or (snapshot_metadata["user_api_key_user_id"] != "victim")
 
 
 @pytest.mark.asyncio
@@ -752,9 +733,7 @@ async def test_add_litellm_data_to_request_body_snapshot_excludes_secret_fields(
     )
 
     # secret_fields must exist on the live data dict
-    assert (
-        "secret_fields" in updated
-    ), "secret_fields must still be present on the live data dict"
+    assert "secret_fields" in updated, "secret_fields must still be present on the live data dict"
     assert "raw_headers" in updated["secret_fields"]
 
     # But the body snapshot must NOT contain secret_fields
@@ -813,8 +792,7 @@ async def test_add_litellm_data_to_request_body_snapshot_excludes_proxy_server_r
 
     snapshot_body = updated["proxy_server_request"]["body"]
     assert "proxy_server_request" not in snapshot_body, (
-        "proxy_server_request must be excluded from its own body snapshot "
-        "to prevent the body from self-referencing"
+        "proxy_server_request must be excluded from its own body snapshot to prevent the body from self-referencing"
     )
 
 
@@ -1342,23 +1320,18 @@ async def test_add_litellm_data_to_request_strips_client_redaction_bypass_contro
     assert "turn_off_message_logging" not in (updated.get("litellm_params") or {}).get("metadata", {})
     assert "turn_off_message_logging" not in updated["metadata"]
     assert "turn_off_message_logging" not in (updated.get("litellm_metadata") or {})
+    assert "litellm-disable-message-redaction" not in {header.lower() for header in updated["metadata"]["headers"]}
     assert "litellm-disable-message-redaction" not in {
-        header.lower() for header in updated["metadata"]["headers"]
-    }
-    assert "litellm-disable-message-redaction" not in {
-        header.lower()
-        for header in updated["metadata"]["requester_metadata"].get("headers", {})
+        header.lower() for header in updated["metadata"]["requester_metadata"].get("headers", {})
     }
     assert "litellm-disable-message-redaction" not in {
         header.lower() for header in updated["proxy_server_request"]["headers"]
     }
     assert "litellm-disable-message-redaction" not in {
-        header.lower()
-        for header in updated["proxy_server_request"]["body"]["metadata"]["headers"]
+        header.lower() for header in updated["proxy_server_request"]["body"]["metadata"]["headers"]
     }
     assert "litellm-disable-message-redaction" not in {
-        header.lower()
-        for header in (updated.get("litellm_metadata") or {}).get("headers", {})
+        header.lower() for header in (updated.get("litellm_metadata") or {}).get("headers", {})
     }
 
 
@@ -1428,12 +1401,7 @@ async def test_add_litellm_data_to_request_admin_callback_vars_turn_off_message_
         dynamic_params = initialize_standard_callback_dynamic_params(updated)
         assert dynamic_params.get("turn_off_message_logging") == "False"
 
-        assert (
-            should_redact_message_logging(
-                {"standard_callback_dynamic_params": dynamic_params}
-            )
-            is False
-        )
+        assert should_redact_message_logging({"standard_callback_dynamic_params": dynamic_params}) is False
     finally:
         litellm.turn_off_message_logging = original_turn_off_message_logging
 
@@ -1504,12 +1472,7 @@ async def test_add_litellm_data_to_request_admin_callback_vars_turn_off_message_
         dynamic_params = initialize_standard_callback_dynamic_params(updated)
         assert dynamic_params.get("turn_off_message_logging") == "True"
 
-        assert (
-            should_redact_message_logging(
-                {"standard_callback_dynamic_params": dynamic_params}
-            )
-            is True
-        )
+        assert should_redact_message_logging({"standard_callback_dynamic_params": dynamic_params}) is True
     finally:
         litellm.turn_off_message_logging = original_turn_off_message_logging
 
@@ -1550,9 +1513,7 @@ async def test_add_litellm_data_to_request_allows_redaction_opt_out_with_admin_o
                     "headers": {"litellm-disable-message-redaction": "true"},
                     "turn_off_message_logging": False,
                 },
-                "litellm_metadata": json.dumps(
-                    {"headers": {"LiteLLM-Disable-Message-Redaction": "true"}}
-                ),
+                "litellm_metadata": json.dumps({"headers": {"LiteLLM-Disable-Message-Redaction": "true"}}),
             },
             request=request_mock,
             user_api_key_dict=UserAPIKeyAuth(api_key="hashed-key", **auth_kwargs),
@@ -1565,19 +1526,15 @@ async def test_add_litellm_data_to_request_allows_redaction_opt_out_with_admin_o
 
     assert updated["turn_off_message_logging"] is False
     assert updated["metadata"]["turn_off_message_logging"] is False
+    assert "litellm-disable-message-redaction" in {header.lower() for header in updated["metadata"]["headers"]}
     assert "litellm-disable-message-redaction" in {
-        header.lower() for header in updated["metadata"]["headers"]
-    }
-    assert "litellm-disable-message-redaction" in {
-        header.lower()
-        for header in updated["metadata"]["requester_metadata"].get("headers", {})
+        header.lower() for header in updated["metadata"]["requester_metadata"].get("headers", {})
     }
     assert "litellm-disable-message-redaction" in {
         header.lower() for header in updated["proxy_server_request"]["headers"]
     }
     assert "litellm-disable-message-redaction" in {
-        header.lower()
-        for header in updated["proxy_server_request"]["body"]["metadata"]["headers"]
+        header.lower() for header in updated["proxy_server_request"]["body"]["metadata"]["headers"]
     }
     assert "litellm_metadata" not in updated
 
@@ -1868,9 +1825,7 @@ async def test_add_litellm_data_to_request_audio_transcription_multipart():
     request_mock.client.host = "127.0.0.1"
 
     # Simulate multipart data (metadata as string)
-    metadata_dict = {
-        "tags": ["jobID:214590dsff09fds", "taskName:run_page_classification"]
-    }
+    metadata_dict = {"tags": ["jobID:214590dsff09fds", "taskName:run_page_classification"]}
     stringified_metadata = json.dumps(metadata_dict)
 
     data = {
@@ -2198,23 +2153,15 @@ def test_key_dynamic_logging_settings():
     # Test with langfuse logging
     key_with_langfuse = UserAPIKeyAuth(
         api_key="test-key",
-        metadata={
-            "logging": [{"callback_name": "langfuse", "callback_type": "success"}]
-        },
+        metadata={"logging": [{"callback_name": "langfuse", "callback_type": "success"}]},
         team_metadata={},
     )
-    result = KeyAndTeamLoggingSettings.get_key_dynamic_logging_settings(
-        key_with_langfuse
-    )
+    result = KeyAndTeamLoggingSettings.get_key_dynamic_logging_settings(key_with_langfuse)
     assert result == [{"callback_name": "langfuse", "callback_type": "success"}]
 
     # Test with no logging metadata
-    key_without_logging = UserAPIKeyAuth(
-        api_key="test-key", metadata={}, team_metadata={}
-    )
-    result = KeyAndTeamLoggingSettings.get_key_dynamic_logging_settings(
-        key_without_logging
-    )
+    key_without_logging = UserAPIKeyAuth(api_key="test-key", metadata={}, team_metadata={})
+    result = KeyAndTeamLoggingSettings.get_key_dynamic_logging_settings(key_without_logging)
     assert result is None
 
 
@@ -2226,35 +2173,23 @@ def test_team_dynamic_logging_settings():
     key_with_team_arize = UserAPIKeyAuth(
         api_key="test-key",
         metadata={},
-        team_metadata={
-            "logging": [{"callback_name": "arize", "callback_type": "failure"}]
-        },
-    )
-    result = KeyAndTeamLoggingSettings.get_team_dynamic_logging_settings(
-        key_with_team_arize
+        team_metadata={"logging": [{"callback_name": "arize", "callback_type": "failure"}]},
     )
+    result = KeyAndTeamLoggingSettings.get_team_dynamic_logging_settings(key_with_team_arize)
     assert result == [{"callback_name": "arize", "callback_type": "failure"}]
 
     # Test with langfuse team logging
     key_with_team_langfuse = UserAPIKeyAuth(
         api_key="test-key",
         metadata={},
-        team_metadata={
-            "logging": [{"callback_name": "langfuse", "callback_type": "success"}]
-        },
-    )
-    result = KeyAndTeamLoggingSettings.get_team_dynamic_logging_settings(
-        key_with_team_langfuse
+        team_metadata={"logging": [{"callback_name": "langfuse", "callback_type": "success"}]},
     )
+    result = KeyAndTeamLoggingSettings.get_team_dynamic_logging_settings(key_with_team_langfuse)
     assert result == [{"callback_name": "langfuse", "callback_type": "success"}]
 
     # Test with no team logging metadata
-    key_without_team_logging = UserAPIKeyAuth(
-        api_key="test-key", metadata={}, team_metadata={}
-    )
-    result = KeyAndTeamLoggingSettings.get_team_dynamic_logging_settings(
-        key_without_team_logging
-    )
+    key_without_team_logging = UserAPIKeyAuth(api_key="test-key", metadata={}, team_metadata={})
+    result = KeyAndTeamLoggingSettings.get_team_dynamic_logging_settings(key_without_team_logging)
     assert result is None
 
 
@@ -2335,9 +2270,7 @@ def test_get_dynamic_logging_metadata_with_arize_team_logging():
     mock_proxy_config = MagicMock()
 
     # Call the function
-    result = _get_dynamic_logging_metadata(
-        user_api_key_dict=user_api_key_dict, proxy_config=mock_proxy_config
-    )
+    result = _get_dynamic_logging_metadata(user_api_key_dict=user_api_key_dict, proxy_config=mock_proxy_config)
 
     # Verify the result
     assert result is not None
@@ -2353,9 +2286,7 @@ def test_add_team_callback_rejects_env_reference():
         AddTeamCallback(
             callback_name="langfuse",
             callback_type="success",
-            callback_vars={
-                "langfuse_secret_key": "os.environ/LANGFUSE_SECRET_KEY_TEMP"
-            },
+            callback_vars={"langfuse_secret_key": "os.environ/LANGFUSE_SECRET_KEY_TEMP"},
         )
 
     assert "os.environ/" in str(exc_info.value)
@@ -2386,9 +2317,7 @@ def test_get_dynamic_logging_metadata_ignores_env_reference_from_key_metadata(
         team_metadata={},
     )
 
-    result = _get_dynamic_logging_metadata(
-        user_api_key_dict=user_api_key_dict, proxy_config=MagicMock()
-    )
+    result = _get_dynamic_logging_metadata(user_api_key_dict=user_api_key_dict, proxy_config=MagicMock())
 
     assert result is None
 
@@ -2399,16 +2328,12 @@ def test_get_num_retries_from_request():
     """
     # Test case 1: Header is present with valid integer string
     headers_with_retries = {"x-litellm-num-retries": "3"}
-    result = LiteLLMProxyRequestSetup._get_num_retries_from_request(
-        headers_with_retries
-    )
+    result = LiteLLMProxyRequestSetup._get_num_retries_from_request(headers_with_retries)
     assert result == 3
 
     # Test case 2: Header is not present
     headers_without_retries = {"Content-Type": "application/json"}
-    result = LiteLLMProxyRequestSetup._get_num_retries_from_request(
-        headers_without_retries
-    )
+    result = LiteLLMProxyRequestSetup._get_num_retries_from_request(headers_without_retries)
     assert result is None
 
     # Test case 3: Empty headers dictionary
@@ -2423,9 +2348,7 @@ def test_get_num_retries_from_request():
 
     # Test case 5: Header present with large number
     headers_with_large_number = {"x-litellm-num-retries": "100"}
-    result = LiteLLMProxyRequestSetup._get_num_retries_from_request(
-        headers_with_large_number
-    )
+    result = LiteLLMProxyRequestSetup._get_num_retries_from_request(headers_with_large_number)
     assert result == 100
 
     # Test case 6: Multiple headers with num retries header
@@ -2439,19 +2362,17 @@ def test_get_num_retries_from_request():
 
     # Test case 7: Header present with invalid value (should raise ValueError when int() is called)
     headers_with_invalid = {"x-litellm-num-retries": "invalid"}
-    with pytest.raises(ValueError, match='invalid literal for int\\(\\) with base'):
+    with pytest.raises(ValueError, match="invalid literal for int\\(\\) with base"):
         LiteLLMProxyRequestSetup._get_num_retries_from_request(headers_with_invalid)
 
     # Test case 8: Header present with float string (should raise ValueError when int() is called)
     headers_with_float = {"x-litellm-num-retries": "3.5"}
-    with pytest.raises(ValueError, match='invalid literal for int\\(\\) with base'):
+    with pytest.raises(ValueError, match="invalid literal for int\\(\\) with base"):
         LiteLLMProxyRequestSetup._get_num_retries_from_request(headers_with_float)
 
     # Test case 9: Header present with negative number
     headers_with_negative = {"x-litellm-num-retries": "-1"}
-    result = LiteLLMProxyRequestSetup._get_num_retries_from_request(
-        headers_with_negative
-    )
+    result = LiteLLMProxyRequestSetup._get_num_retries_from_request(headers_with_negative)
     assert result == -1
 
 
@@ -2461,15 +2382,11 @@ def test_get_keepalive_seconds_from_request():
     """
     # Header present with valid float string
     headers_with_keepalive = {"x-litellm-keepalive-seconds": "15"}
-    result = LiteLLMProxyRequestSetup._get_keepalive_seconds_from_request(
-        headers_with_keepalive
-    )
+    result = LiteLLMProxyRequestSetup._get_keepalive_seconds_from_request(headers_with_keepalive)
     assert result == 15.0
 
     # Header not present
-    result = LiteLLMProxyRequestSetup._get_keepalive_seconds_from_request(
-        {"Content-Type": "application/json"}
-    )
+    result = LiteLLMProxyRequestSetup._get_keepalive_seconds_from_request({"Content-Type": "application/json"})
     assert result is None
 
     # Empty headers dictionary
@@ -2477,17 +2394,13 @@ def test_get_keepalive_seconds_from_request():
     assert result is None
 
     # Header present with a fractional value
-    result = LiteLLMProxyRequestSetup._get_keepalive_seconds_from_request(
-        {"x-litellm-keepalive-seconds": "1.5"}
-    )
+    result = LiteLLMProxyRequestSetup._get_keepalive_seconds_from_request({"x-litellm-keepalive-seconds": "1.5"})
     assert result == 1.5
 
     # Header present with invalid value raises ValueError, matching the other
     # x-litellm-* numeric header helpers (_get_timeout_from_request, etc.)
     with pytest.raises(ValueError, match="could not convert string to float: 'not-a-number"):
-        LiteLLMProxyRequestSetup._get_keepalive_seconds_from_request(
-            {"x-litellm-keepalive-seconds": "not-a-number"}
-        )
+        LiteLLMProxyRequestSetup._get_keepalive_seconds_from_request({"x-litellm-keepalive-seconds": "not-a-number"})
 
 
 def test_add_litellm_data_for_backend_llm_call_merges_keepalive_seconds_header():
@@ -2726,9 +2639,7 @@ def test_management_endpoint_metadata_drops_callback_credentials():
         ),
     ],
 )
-def test_add_headers_to_llm_call_by_model_group(
-    data, model_group_settings, expected_headers_added
-):
+def test_add_headers_to_llm_call_by_model_group(data, model_group_settings, expected_headers_added):
     """
     Test LiteLLMProxyRequestSetup.add_headers_to_llm_call_by_model_group method
 
@@ -2749,9 +2660,7 @@ def test_add_headers_to_llm_call_by_model_group(
         "X-Custom-Header": "custom-value",
     }
 
-    user_api_key_dict = UserAPIKeyAuth(
-        api_key="test-key", user_id="test-user", org_id="test-org"
-    )
+    user_api_key_dict = UserAPIKeyAuth(api_key="test-key", user_id="test-user", org_id="test-org")
 
     # Mock the model_group_settings
     original_model_group_settings = getattr(litellm, "model_group_settings", None)
@@ -2769,7 +2678,6 @@ def test_add_headers_to_llm_call_by_model_group(
             "add_headers_to_llm_call",
             return_value=expected_returned_headers if expected_headers_added else {},
         ) as mock_add_headers:
-
             # Make a copy of original data to verify it's not mutated unexpectedly
             original_data = copy.deepcopy(data)
 
@@ -2826,7 +2734,6 @@ def test_add_headers_to_llm_call_by_model_group_empty_headers_returned():
             "add_headers_to_llm_call",
             return_value={},  # Return empty dict
         ) as mock_add_headers:
-
             result = LiteLLMProxyRequestSetup.add_headers_to_llm_call_by_model_group(
                 data=data, headers=headers, user_api_key_dict=user_api_key_dict
             )
@@ -2874,7 +2781,6 @@ def test_add_headers_to_llm_call_by_model_group_existing_headers_in_data():
             "add_headers_to_llm_call",
             return_value=new_headers,
         ) as mock_add_headers:
-
             result = LiteLLMProxyRequestSetup.add_headers_to_llm_call_by_model_group(
                 data=data, headers=headers, user_api_key_dict=user_api_key_dict
             )
@@ -2988,13 +2894,9 @@ async def test_add_litellm_metadata_from_request_headers():
         general_settings = {}
 
         # Create mock select_data_generator with correct signature
-        def mock_select_data_generator(
-            response=None, user_api_key_dict=None, request_data=None
-        ):
+        def mock_select_data_generator(response=None, user_api_key_dict=None, request_data=None):
             async def mock_generator():
-                yield "data: " + json.dumps(
-                    {"choices": [{"delta": {"content": "Hello"}}]}
-                ) + "\n\n"
+                yield "data: " + json.dumps({"choices": [{"delta": {"content": "Hello"}}]}) + "\n\n"
                 yield "data: [DONE]\n\n"
 
             return mock_generator()
@@ -3021,21 +2923,19 @@ async def test_add_litellm_metadata_from_request_headers():
         await asyncio.sleep(3)
 
         # Check if standard_logging_object was set
-        assert (
-            test_logger.standard_logging_object is not None
-        ), "standard_logging_object should be populated after LLM request"
+        assert test_logger.standard_logging_object is not None, (
+            "standard_logging_object should be populated after LLM request"
+        )
 
         # Verify the logging object contains expected metadata
         standard_logging_obj = test_logger.standard_logging_object
 
-        print(
-            f"Standard logging object captured: {json.dumps(standard_logging_obj, indent=4, default=str)}"
-        )
+        print(f"Standard logging object captured: {json.dumps(standard_logging_obj, indent=4, default=str)}")
 
         SPEND_LOGS_METADATA = standard_logging_obj["metadata"]["spend_logs_metadata"]
-        assert SPEND_LOGS_METADATA == dict(
-            json.loads(headers["x-litellm-spend-logs-metadata"])
-        ), "spend_logs_metadata should be the same as the headers"
+        assert SPEND_LOGS_METADATA == dict(json.loads(headers["x-litellm-spend-logs-metadata"])), (
+            "spend_logs_metadata should be the same as the headers"
+        )
     finally:
         litellm.callbacks = original_callbacks
 
@@ -3186,11 +3086,7 @@ def test_add_litellm_metadata_from_request_headers_generic_session_id_header():
 
 
 def test_add_litellm_metadata_from_anthropic_user_id_sets_session_id():
-    data = {
-        "metadata": {
-            "user_id": "user_abc123_account__session_e96634a3-fa28-4083-b354-55542e2dca01"
-        }
-    }
+    data = {"metadata": {"user_id": "user_abc123_account__session_e96634a3-fa28-4083-b354-55542e2dca01"}}
     LiteLLMProxyRequestSetup.add_litellm_metadata_from_request_headers(
         headers={}, data=data, _metadata_variable_name="metadata"
     )
@@ -3306,9 +3202,7 @@ def test_get_chain_id_from_headers_generic_vendor_session_id():
     from litellm.proxy.litellm_pre_call_utils import get_chain_id_from_headers
 
     assert (
-        get_chain_id_from_headers(
-            {"x-claude-code-session-id": "e96634a3-fa28-4083-b354-55542e2dca01"}
-        )
+        get_chain_id_from_headers({"x-claude-code-session-id": "e96634a3-fa28-4083-b354-55542e2dca01"})
         == "e96634a3-fa28-4083-b354-55542e2dca01"
     )
     # Short / non-alphanumeric values should be ignored
@@ -3598,19 +3492,13 @@ def test_get_internal_user_header_from_mapping_returns_expected_header():
         {"header_name": "X-OpenWebUI-User-Email", "litellm_user_role": "customer"},
     ]
 
-    header_name = LiteLLMProxyRequestSetup.get_internal_user_header_from_mapping(
-        mappings
-    )
+    header_name = LiteLLMProxyRequestSetup.get_internal_user_header_from_mapping(mappings)
     assert header_name == "X-OpenWebUI-User-Id"
 
 
 def test_get_internal_user_header_from_mapping_none_when_absent():
-    mappings = [
-        {"header_name": "X-OpenWebUI-User-Email", "litellm_user_role": "customer"}
-    ]
-    header_name = LiteLLMProxyRequestSetup.get_internal_user_header_from_mapping(
-        mappings
-    )
+    mappings = [{"header_name": "X-OpenWebUI-User-Email", "litellm_user_role": "customer"}]
+    header_name = LiteLLMProxyRequestSetup.get_internal_user_header_from_mapping(mappings)
     assert header_name is None
 
     single = {"header_name": "X-Only-Customer", "litellm_user_role": "customer"}
@@ -3631,9 +3519,7 @@ def test_add_internal_user_from_user_mapping_sets_user_id_when_header_present():
         ]
     }
 
-    result = LiteLLMProxyRequestSetup.add_internal_user_from_user_mapping(
-        general_settings, user_api_key_dict, headers
-    )
+    result = LiteLLMProxyRequestSetup.add_internal_user_from_user_mapping(general_settings, user_api_key_dict, headers)
 
     assert result is user_api_key_dict
     assert user_api_key_dict.user_id == "internal-user-123"
@@ -3649,9 +3535,7 @@ def test_add_internal_user_from_user_mapping_no_header_or_mapping_returns_unchan
     assert user_api_key_dict.user_id is None
 
     general_settings = {
-        "user_header_mappings": [
-            {"header_name": "X-OpenWebUI-User-Id", "litellm_user_role": "internal_user"}
-        ]
+        "user_header_mappings": [{"header_name": "X-OpenWebUI-User-Id", "litellm_user_role": "internal_user"}]
     }
     result = LiteLLMProxyRequestSetup.add_internal_user_from_user_mapping(
         general_settings, user_api_key_dict, {"Other": "value"}
@@ -3671,9 +3555,7 @@ def test_get_sanitized_user_information_from_key_includes_guardrails_metadata():
         metadata={"guardrails": ["presidio", "aporia"], "other_field": "value"},
     )
 
-    result = LiteLLMProxyRequestSetup.get_sanitized_user_information_from_key(
-        user_api_key_dict=user_api_key_dict
-    )
+    result = LiteLLMProxyRequestSetup.get_sanitized_user_information_from_key(user_api_key_dict=user_api_key_dict)
 
     assert result["user_api_key_auth_metadata"] is not None
     assert "guardrails" in result["user_api_key_auth_metadata"]
@@ -3702,9 +3584,7 @@ def test_user_and_team_spend_and_budget_flow_to_standard_logging_metadata():
         team_max_budget=1000.0,
     )
 
-    sanitized = LiteLLMProxyRequestSetup.get_sanitized_user_information_from_key(
-        user_api_key_dict=user_api_key_dict
-    )
+    sanitized = LiteLLMProxyRequestSetup.get_sanitized_user_information_from_key(user_api_key_dict=user_api_key_dict)
 
     assert sanitized["user_api_key_spend"] == 1.5
     assert sanitized["user_api_key_max_budget"] == 10.0
@@ -3713,9 +3593,7 @@ def test_user_and_team_spend_and_budget_flow_to_standard_logging_metadata():
     assert sanitized["user_api_key_team_spend"] == 250.75
     assert sanitized["user_api_key_team_max_budget"] == 1000.0
 
-    logging_metadata = StandardLoggingPayloadSetup.get_standard_logging_metadata(
-        dict(sanitized)
-    )
+    logging_metadata = StandardLoggingPayloadSetup.get_standard_logging_metadata(dict(sanitized))
 
     assert logging_metadata["user_api_key_user_spend"] == 25.5
     assert logging_metadata["user_api_key_user_max_budget"] == 100.0
@@ -3732,12 +3610,8 @@ def test_user_and_team_spend_and_budget_default_to_none_in_standard_logging_meta
 
     user_api_key_dict = UserAPIKeyAuth(api_key="test-key-hash")
 
-    sanitized = LiteLLMProxyRequestSetup.get_sanitized_user_information_from_key(
-        user_api_key_dict=user_api_key_dict
-    )
-    logging_metadata = StandardLoggingPayloadSetup.get_standard_logging_metadata(
-        dict(sanitized)
-    )
+    sanitized = LiteLLMProxyRequestSetup.get_sanitized_user_information_from_key(user_api_key_dict=user_api_key_dict)
+    logging_metadata = StandardLoggingPayloadSetup.get_standard_logging_metadata(dict(sanitized))
 
     assert logging_metadata["user_api_key_user_spend"] is None
     assert logging_metadata["user_api_key_user_max_budget"] is None
@@ -4069,22 +3943,16 @@ async def test_embedding_header_forwarding_with_model_group():
 
         # Verify that only x- prefixed headers (except x-stainless) were forwarded
         forwarded_headers = updated_data["headers"]
-        assert (
-            "X-Custom-Header" in forwarded_headers
-        ), "X-Custom-Header should be forwarded"
+        assert "X-Custom-Header" in forwarded_headers, "X-Custom-Header should be forwarded"
         assert forwarded_headers["X-Custom-Header"] == "custom-value"
         assert "X-Request-ID" in forwarded_headers, "X-Request-ID should be forwarded"
         assert forwarded_headers["X-Request-ID"] == "test-request-123"
 
         # Verify that authorization header was NOT forwarded (sensitive header)
-        assert (
-            "Authorization" not in forwarded_headers
-        ), "Authorization header should not be forwarded"
+        assert "Authorization" not in forwarded_headers, "Authorization header should not be forwarded"
 
         # Verify that Content-Type was NOT forwarded (doesn't start with x-)
-        assert (
-            "Content-Type" not in forwarded_headers
-        ), "Content-Type should not be forwarded"
+        assert "Content-Type" not in forwarded_headers, "Content-Type should not be forwarded"
 
         # Verify original data fields are preserved
         assert updated_data["model"] == "local-openai/text-embedding-3-small"
@@ -4140,9 +4008,9 @@ async def test_embedding_header_forwarding_without_model_group_config():
         )
 
         # Verify that headers were NOT added since model is not in forward list
-        assert (
-            "headers" not in updated_data or updated_data.get("headers") is None
-        ), "Headers should not be forwarded for models not in forward_client_headers_to_llm_api list"
+        assert "headers" not in updated_data or updated_data.get("headers") is None, (
+            "Headers should not be forwarded for models not in forward_client_headers_to_llm_api list"
+        )
 
         # Verify original data fields are preserved
         assert updated_data["model"] == "text-embedding-ada-002"
@@ -4196,9 +4064,7 @@ async def test_add_guardrails_from_policy_engine():
     attachment_registry = get_attachment_registry()
     attachment_registry._attachments = [
         PolicyAttachment(policy="global-baseline", scope="*"),  # applies to all
-        PolicyAttachment(
-            policy="healthcare", teams=["healthcare-team"]
-        ),  # applies to healthcare team
+        PolicyAttachment(policy="healthcare", teams=["healthcare-team"]),  # applies to healthcare team
     ]
     attachment_registry._initialized = True
 
@@ -4267,9 +4133,9 @@ async def test_add_guardrails_from_policy_engine_accepts_dynamic_policies_and_po
     )
 
     # Verify that 'policies' was removed from the request body
-    assert (
-        "policies" not in data
-    ), "'policies' should be removed from request body to prevent forwarding to LLM provider"
+    assert "policies" not in data, (
+        "'policies' should be removed from request body to prevent forwarding to LLM provider"
+    )
 
     # Verify that other fields are preserved
     assert "model" in data
@@ -4314,9 +4180,7 @@ async def test_api_created_global_policy_applies_to_new_key_without_restart():
             "runtime-global-policy",
             Policy(guardrails=PolicyGuardrails(add=["runtime-guardrail"])),
         )
-        attachment_registry.add_attachment(
-            PolicyAttachment(policy="runtime-global-policy", scope="*")
-        )
+        attachment_registry.add_attachment(PolicyAttachment(policy="runtime-global-policy", scope="*"))
 
         await add_guardrails_from_policy_engine(
             data=data,
@@ -4413,9 +4277,7 @@ async def test_bearer_token_not_in_debug_logs():
     from litellm.proxy.litellm_pre_call_utils import add_litellm_data_to_request
     from litellm.proxy.proxy_server import ProxyConfig
 
-    secret_token = (
-        "eyJhbGciOiJSUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiIxMjM0NTY3ODkwIn0.fakesignature"
-    )
+    secret_token = "eyJhbGciOiJSUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiIxMjM0NTY3ODkwIn0.fakesignature"
 
     mock_request = MagicMock(spec=Request)
     mock_request.headers = {
@@ -4461,8 +4323,7 @@ async def test_bearer_token_not_in_debug_logs():
 
     log_output = log_capture.getvalue()
     assert secret_token not in log_output, (
-        f"Bearer token leaked in debug logs. "
-        f"Found token in log output:\n{log_output[:500]}"
+        f"Bearer token leaked in debug logs. Found token in log output:\n{log_output[:500]}"
     )
 
 
@@ -4627,9 +4488,7 @@ def test_apply_overrides_project_model_specific(setup_test_credentials):
         api_key="test-key",
         team_metadata={
             "model_config": {
-                "defaultconfig": {
-                    "azure": {"litellm_credentials": "hotel-azure-eastus"}
-                },
+                "defaultconfig": {"azure": {"litellm_credentials": "hotel-azure-eastus"}},
                 "gpt-4": {"azure": {"litellm_credentials": "hotel-azure-westus"}},
             }
         },
@@ -4640,9 +4499,7 @@ def test_apply_overrides_project_model_specific(setup_test_credentials):
             }
         },
     )
-    _apply_credential_overrides_from_model_config(
-        data=data, user_api_key_dict=user_api_key_dict
-    )
+    _apply_credential_overrides_from_model_config(data=data, user_api_key_dict=user_api_key_dict)
     assert data["api_base"] == "https://hotel-rec-vision.openai.azure.com/"
     assert data["api_key"] == "key-hotel-rec-vision"
     assert data["api_version"] == "2024-06-01"
@@ -4655,9 +4512,7 @@ def test_apply_overrides_project_default(setup_test_credentials):
         api_key="test-key",
         team_metadata={
             "model_config": {
-                "defaultconfig": {
-                    "azure": {"litellm_credentials": "hotel-azure-eastus"}
-                },
+                "defaultconfig": {"azure": {"litellm_credentials": "hotel-azure-eastus"}},
                 "gpt-4": {"azure": {"litellm_credentials": "hotel-azure-westus"}},
             }
         },
@@ -4668,9 +4523,7 @@ def test_apply_overrides_project_default(setup_test_credentials):
             }
         },
     )
-    _apply_credential_overrides_from_model_config(
-        data=data, user_api_key_dict=user_api_key_dict
-    )
+    _apply_credential_overrides_from_model_config(data=data, user_api_key_dict=user_api_key_dict)
     assert data["api_base"] == "https://hotel-rec-app.openai.azure.com/"
     assert data["api_key"] == "key-hotel-rec"
 
@@ -4682,17 +4535,13 @@ def test_apply_overrides_team_model_specific(setup_test_credentials):
         api_key="test-key",
         team_metadata={
             "model_config": {
-                "defaultconfig": {
-                    "azure": {"litellm_credentials": "hotel-azure-eastus"}
-                },
+                "defaultconfig": {"azure": {"litellm_credentials": "hotel-azure-eastus"}},
                 "gpt-4": {"azure": {"litellm_credentials": "hotel-azure-westus"}},
             }
         },
         project_metadata={},
     )
-    _apply_credential_overrides_from_model_config(
-        data=data, user_api_key_dict=user_api_key_dict
-    )
+    _apply_credential_overrides_from_model_config(data=data, user_api_key_dict=user_api_key_dict)
     assert data["api_base"] == "https://hotel-westus.openai.azure.com/"
     assert data["api_key"] == "key-hotel-westus"
 
@@ -4704,17 +4553,13 @@ def test_apply_overrides_team_default(setup_test_credentials):
         api_key="test-key",
         team_metadata={
             "model_config": {
-                "defaultconfig": {
-                    "azure": {"litellm_credentials": "hotel-azure-eastus"}
-                },
+                "defaultconfig": {"azure": {"litellm_credentials": "hotel-azure-eastus"}},
                 "gpt-4": {"azure": {"litellm_credentials": "hotel-azure-westus"}},
             }
         },
         project_metadata={},
     )
-    _apply_credential_overrides_from_model_config(
-        data=data, user_api_key_dict=user_api_key_dict
-    )
+    _apply_credential_overrides_from_model_config(data=data, user_api_key_dict=user_api_key_dict)
     assert data["api_base"] == "https://hotel-eastus.openai.azure.com/"
     assert data["api_key"] == "key-hotel-eastus"
 
@@ -4727,9 +4572,7 @@ def test_apply_overrides_no_config(setup_test_credentials):
         team_metadata={},
         project_metadata={},
     )
-    _apply_credential_overrides_from_model_config(
-        data=data, user_api_key_dict=user_api_key_dict
-    )
+    _apply_credential_overrides_from_model_config(data=data, user_api_key_dict=user_api_key_dict)
     assert "api_base" not in data
     assert "api_key" not in data
 
@@ -4745,17 +4588,9 @@ def test_apply_overrides_clientside_credentials_take_precedence(
     }
     user_api_key_dict = UserAPIKeyAuth(
         api_key="test-key",
-        team_metadata={
-            "model_config": {
-                "defaultconfig": {
-                    "azure": {"litellm_credentials": "hotel-azure-eastus"}
-                }
-            }
-        },
-    )
-    _apply_credential_overrides_from_model_config(
-        data=data, user_api_key_dict=user_api_key_dict
+        team_metadata={"model_config": {"defaultconfig": {"azure": {"litellm_credentials": "hotel-azure-eastus"}}}},
     )
+    _apply_credential_overrides_from_model_config(data=data, user_api_key_dict=user_api_key_dict)
     assert data["api_base"] == "https://my-custom-endpoint.openai.azure.com/"
     assert data["api_key"] == "my-custom-key"
 
@@ -4765,15 +4600,9 @@ def test_apply_overrides_missing_credential_name(setup_test_credentials):
     data = {"model": "gpt-4"}
     user_api_key_dict = UserAPIKeyAuth(
         api_key="test-key",
-        team_metadata={
-            "model_config": {
-                "gpt-4": {"azure": {"litellm_credentials": "nonexistent-credential"}}
-            }
-        },
-    )
-    _apply_credential_overrides_from_model_config(
-        data=data, user_api_key_dict=user_api_key_dict
+        team_metadata={"model_config": {"gpt-4": {"azure": {"litellm_credentials": "nonexistent-credential"}}}},
     )
+    _apply_credential_overrides_from_model_config(data=data, user_api_key_dict=user_api_key_dict)
     assert "api_base" not in data
     assert "api_key" not in data
 
@@ -4783,17 +4612,9 @@ def test_apply_overrides_api_version_only_if_present(setup_test_credentials):
     data = {"model": "gpt-3.5"}
     user_api_key_dict = UserAPIKeyAuth(
         api_key="test-key",
-        team_metadata={
-            "model_config": {
-                "defaultconfig": {
-                    "azure": {"litellm_credentials": "hotel-azure-eastus"}
-                }
-            }
-        },
-    )
-    _apply_credential_overrides_from_model_config(
-        data=data, user_api_key_dict=user_api_key_dict
+        team_metadata={"model_config": {"defaultconfig": {"azure": {"litellm_credentials": "hotel-azure-eastus"}}}},
     )
+    _apply_credential_overrides_from_model_config(data=data, user_api_key_dict=user_api_key_dict)
     assert data["api_base"] == "https://hotel-eastus.openai.azure.com/"
     assert data["api_key"] == "key-hotel-eastus"
     assert "api_version" not in data
@@ -4804,15 +4625,9 @@ def test_apply_overrides_no_model_in_data(setup_test_credentials):
     data = {"messages": [{"role": "user", "content": "hello"}]}
     user_api_key_dict = UserAPIKeyAuth(
         api_key="test-key",
-        team_metadata={
-            "model_config": {
-                "defaultconfig": {"azure": {"litellm_credentials": "some-cred"}}
-            }
-        },
-    )
-    _apply_credential_overrides_from_model_config(
-        data=data, user_api_key_dict=user_api_key_dict
+        team_metadata={"model_config": {"defaultconfig": {"azure": {"litellm_credentials": "some-cred"}}}},
     )
+    _apply_credential_overrides_from_model_config(data=data, user_api_key_dict=user_api_key_dict)
     assert "api_base" not in data
 
 
@@ -4824,9 +4639,7 @@ def test_apply_overrides_none_metadata(setup_test_credentials):
         team_metadata=None,
         project_metadata=None,
     )
-    _apply_credential_overrides_from_model_config(
-        data=data, user_api_key_dict=user_api_key_dict
-    )
+    _apply_credential_overrides_from_model_config(data=data, user_api_key_dict=user_api_key_dict)
     assert "api_base" not in data
 
 
@@ -4835,15 +4648,9 @@ def test_apply_overrides_clientside_api_version_preserved(setup_test_credentials
     data = {"model": "gpt-4-vision", "api_version": "2025-01-01"}
     user_api_key_dict = UserAPIKeyAuth(
         api_key="test-key",
-        team_metadata={
-            "model_config": {
-                "gpt-4-vision": {"azure": {"litellm_credentials": "hotel-rec-vision"}}
-            }
-        },
-    )
-    _apply_credential_overrides_from_model_config(
-        data=data, user_api_key_dict=user_api_key_dict
+        team_metadata={"model_config": {"gpt-4-vision": {"azure": {"litellm_credentials": "hotel-rec-vision"}}}},
     )
+    _apply_credential_overrides_from_model_config(data=data, user_api_key_dict=user_api_key_dict)
     # api_base and api_key should be set from credential
     assert data["api_base"] == "https://hotel-rec-vision.openai.azure.com/"
     assert data["api_key"] == "key-hotel-rec-vision"
@@ -4856,9 +4663,7 @@ def test_resolve_non_dict_model_config_ignored():
     result = _resolve_credential_from_model_config("gpt-4", "not-a-dict", None)
     assert result is None
 
-    result = _resolve_credential_from_model_config(
-        "gpt-4", None, ["also", "not", "a", "dict"]
-    )
+    result = _resolve_credential_from_model_config("gpt-4", None, ["also", "not", "a", "dict"])
     assert result is None
 
     # Valid config still works alongside invalid one
@@ -4876,9 +4681,7 @@ def test_resolve_pre_alias_model_name_fallback():
         "gpt-4": {"azure": {"litellm_credentials": "team-gpt4"}},
     }
     # Post-alias name doesn't match, but pre-alias does (team scope)
-    result = _resolve_credential_from_model_config(
-        "azure/gpt-4-0613", None, team_config, pre_alias_model_name="gpt-4"
-    )
+    result = _resolve_credential_from_model_config("azure/gpt-4-0613", None, team_config, pre_alias_model_name="gpt-4")
     assert result == "team-gpt4"
 
     # Same test for project scope
@@ -4898,15 +4701,11 @@ def test_resolve_post_alias_name_takes_priority():
         "gpt-4o-team-1": {"azure": {"litellm_credentials": "post-alias-cred"}},
     }
     # Team scope
-    result = _resolve_credential_from_model_config(
-        "gpt-4o-team-1", None, team_config, pre_alias_model_name="gpt-4"
-    )
+    result = _resolve_credential_from_model_config("gpt-4o-team-1", None, team_config, pre_alias_model_name="gpt-4")
     assert result == "post-alias-cred"
 
     # Project scope
-    result = _resolve_credential_from_model_config(
-        "gpt-4o-team-1", team_config, None, pre_alias_model_name="gpt-4"
-    )
+    result = _resolve_credential_from_model_config("gpt-4o-team-1", team_config, None, pre_alias_model_name="gpt-4")
     assert result == "post-alias-cred"
 
 
@@ -4938,15 +4737,9 @@ def test_apply_overrides_feature_flag_disabled_by_default():
     data = {"model": "gpt-4"}
     user_api_key_dict = UserAPIKeyAuth(
         api_key="test-key",
-        team_metadata={
-            "model_config": {
-                "gpt-4": {"azure": {"litellm_credentials": "hotel-azure-eastus"}}
-            }
-        },
-    )
-    _apply_credential_overrides_from_model_config(
-        data=data, user_api_key_dict=user_api_key_dict
+        team_metadata={"model_config": {"gpt-4": {"azure": {"litellm_credentials": "hotel-azure-eastus"}}}},
     )
+    _apply_credential_overrides_from_model_config(data=data, user_api_key_dict=user_api_key_dict)
     assert "api_base" not in data
     assert "api_key" not in data
 
@@ -5106,9 +4899,7 @@ async def test_team_guardrail_merges_with_global_policy():
     policy_registry = get_policy_registry()
     policy_registry._policies = {
         "global-policy": Policy(
-            guardrails=PolicyGuardrails(
-                add=["policy-guardrail-1", "policy-guardrail-2"]
-            ),
+            guardrails=PolicyGuardrails(add=["policy-guardrail-1", "policy-guardrail-2"]),
         ),
     }
     policy_registry._initialized = True
@@ -5129,18 +4920,10 @@ async def test_team_guardrail_merges_with_global_policy():
 
         guardrails = data["metadata"].get("guardrails", [])
 
-        assert (
-            "team-direct-guardrail" in guardrails
-        ), f"Team guardrail missing from merged list: {guardrails}"
-        assert (
-            "policy-guardrail-1" in guardrails
-        ), f"policy-guardrail-1 missing: {guardrails}"
-        assert (
-            "policy-guardrail-2" in guardrails
-        ), f"policy-guardrail-2 missing: {guardrails}"
-        assert len(guardrails) == len(
-            set(guardrails)
-        ), f"Duplicates in guardrails list: {guardrails}"
+        assert "team-direct-guardrail" in guardrails, f"Team guardrail missing from merged list: {guardrails}"
+        assert "policy-guardrail-1" in guardrails, f"policy-guardrail-1 missing: {guardrails}"
+        assert "policy-guardrail-2" in guardrails, f"policy-guardrail-2 missing: {guardrails}"
+        assert len(guardrails) == len(set(guardrails)), f"Duplicates in guardrails list: {guardrails}"
 
         # Verify get_guardrail_from_metadata returns the merged list even
         # when litellm_metadata is present (the bug: it returned [] before fix)
@@ -5151,9 +4934,9 @@ async def test_team_guardrail_merges_with_global_policy():
 
         dummy = _DummyGuardrail(guardrail_name="team-direct-guardrail")
         returned = dummy.get_guardrail_from_metadata(data)
-        assert (
-            "team-direct-guardrail" in returned
-        ), f"get_guardrail_from_metadata shadowed by litellm_metadata; got: {returned}"
+        assert "team-direct-guardrail" in returned, (
+            f"get_guardrail_from_metadata shadowed by litellm_metadata; got: {returned}"
+        )
 
     finally:
         policy_registry._policies = {}
@@ -5206,9 +4989,7 @@ def test_get_guardrail_from_metadata_reads_litellm_metadata_when_no_metadata():
     }
 
     result = dummy.get_guardrail_from_metadata(data)
-    assert result == [
-        "my-guardrail"
-    ], f"Expected guardrails from litellm_metadata fallback, got: {result}"
+    assert result == ["my-guardrail"], f"Expected guardrails from litellm_metadata fallback, got: {result}"
 
 
 def _build_request_mock_with_headers(headers: dict) -> Request:
@@ -5235,9 +5016,7 @@ class TestApplyClientTagPolicyPreAuth:
     """
 
     def test_merges_header_tags_into_metadata(self):
-        request_mock = _build_request_mock_with_headers(
-            {"x-litellm-tags": "tenant:acme,env:prod"}
-        )
+        request_mock = _build_request_mock_with_headers({"x-litellm-tags": "tenant:acme,env:prod"})
         data = {"model": "gpt-3.5-turbo"}
         user_api_key_dict = UserAPIKeyAuth(
             api_key="hashed-key",
@@ -5254,9 +5033,7 @@ class TestApplyClientTagPolicyPreAuth:
         assert data["metadata"]["tags"] == ["tenant:acme", "env:prod"]
 
     def test_unions_header_tags_with_existing_metadata_tags(self):
-        request_mock = _build_request_mock_with_headers(
-            {"x-litellm-tags": "tenant:acme,env:prod"}
-        )
+        request_mock = _build_request_mock_with_headers({"x-litellm-tags": "tenant:acme,env:prod"})
         data = {
             "model": "gpt-3.5-turbo",
             "metadata": {"tags": ["env:prod", "team:platform"]},
@@ -5281,9 +5058,7 @@ class TestApplyClientTagPolicyPreAuth:
         # (inside common_checks) enforces per-tag budgets on whatever tags
         # it sees in request_data, including body tags. The helper only
         # adds header tags to metadata.tags.
-        request_mock = _build_request_mock_with_headers(
-            {"x-litellm-tags": "tenant:acme"}
-        )
+        request_mock = _build_request_mock_with_headers({"x-litellm-tags": "tenant:acme"})
         data = {
             "model": "gpt-3.5-turbo",
             "tags": ["root-tag"],
@@ -5310,9 +5085,7 @@ class TestApplyClientTagPolicyPreAuth:
         ]
 
     def test_uses_litellm_metadata_when_present(self):
-        request_mock = _build_request_mock_with_headers(
-            {"x-litellm-tags": "tenant:acme"}
-        )
+        request_mock = _build_request_mock_with_headers({"x-litellm-tags": "tenant:acme"})
         data = {
             "model": "gpt-3.5-turbo",
             "litellm_metadata": {"foo": "bar"},
@@ -5407,9 +5180,7 @@ class TestApplyClientTagPolicyPreAuth:
             litellm_budget_table=LiteLLM_BudgetTable(max_budget=0.10),
         )
 
-        async def mock_get_current_spend(
-            counter_key, fallback_spend, max_budget=None, **kwargs
-        ):
+        async def mock_get_current_spend(counter_key, fallback_spend, max_budget=None, **kwargs):
             if counter_key == "spend:tag:paid":
                 return 0.50
             return fallback_spend
@@ -5444,9 +5215,7 @@ class TestApplyClientTagPolicyPreAuth:
         from litellm.proxy.auth.auth_checks import _tag_max_budget_check
         from litellm.proxy.utils import ProxyLogging
 
-        request_mock = _build_request_mock_with_headers(
-            {"x-litellm-tags": "tenant:acme"}
-        )
+        request_mock = _build_request_mock_with_headers({"x-litellm-tags": "tenant:acme"})
         data = {"model": "gpt-3.5-turbo"}
         user_api_key_dict = UserAPIKeyAuth(
             api_key="hashed-key",
@@ -5466,9 +5235,7 @@ class TestApplyClientTagPolicyPreAuth:
             litellm_budget_table=LiteLLM_BudgetTable(max_budget=0.10),
         )
 
-        async def mock_get_current_spend(
-            counter_key, fallback_spend, max_budget=None, **kwargs
-        ):
+        async def mock_get_current_spend(counter_key, fallback_spend, max_budget=None, **kwargs):
             if counter_key == "spend:tag:tenant:acme":
                 return 0.50
             return fallback_spend
@@ -5503,9 +5270,7 @@ class TestApplyClientTagPolicyPreAuth:
             "/v1/messages",
         ],
     )
-    async def test_header_tags_visible_to_tag_max_budget_check_on_metadata_route(
-        self, route
-    ):
+    async def test_header_tags_visible_to_tag_max_budget_check_on_metadata_route(self, route):
         """Regression: on LITELLM_METADATA_ROUTES (bedrock, /v1/messages, ...),
         common_checks pre-seeds ``litellm_metadata`` and writes key tags there
         before ``_tag_max_budget_check`` reads from the same key. The auth wrapper
@@ -5519,9 +5284,7 @@ class TestApplyClientTagPolicyPreAuth:
         from litellm.proxy.auth.auth_checks import common_checks
         from litellm.proxy.utils import ProxyLogging
 
-        request_mock = _build_request_mock_with_headers(
-            {"x-litellm-tags": "tenant:acme"}
-        )
+        request_mock = _build_request_mock_with_headers({"x-litellm-tags": "tenant:acme"})
         data = {"model": "us.anthropic.claude-sonnet-4-6"}
         valid_token = UserAPIKeyAuth(
             token="test-token",
@@ -5546,9 +5309,7 @@ class TestApplyClientTagPolicyPreAuth:
             litellm_budget_table=LiteLLM_BudgetTable(max_budget=0.10),
         )
 
-        async def mock_get_current_spend(
-            counter_key, fallback_spend, max_budget=None, **kwargs
-        ):
+        async def mock_get_current_spend(counter_key, fallback_spend, max_budget=None, **kwargs):
             if counter_key == "spend:tag:tenant:acme":
                 return 0.50
             return fallback_spend
@@ -5716,9 +5477,7 @@ class TestApplyKeyTagsPreAuth:
             litellm_budget_table=LiteLLM_BudgetTable(max_budget=0.10),
         )
 
-        async def mock_get_current_spend(
-            counter_key, fallback_spend, max_budget=None, **kwargs
-        ):
+        async def mock_get_current_spend(counter_key, fallback_spend, max_budget=None, **kwargs):
             if counter_key == "spend:tag:engineering":
                 return 0.50
             return fallback_spend
@@ -5769,9 +5528,7 @@ class TestApplyKeyTagsPreAuth:
             litellm_budget_table=LiteLLM_BudgetTable(max_budget=0.10),
         )
 
-        async def mock_get_current_spend(
-            counter_key, fallback_spend, max_budget=None, **kwargs
-        ):
+        async def mock_get_current_spend(counter_key, fallback_spend, max_budget=None, **kwargs):
             if counter_key == "spend:tag:engineering":
                 return 0.05
             return fallback_spend
@@ -5852,9 +5609,7 @@ def test_resolve_provider_from_deployment_falls_back_to_pre_alias():
 
     router.get_deployment_by_model_group_name.side_effect = lookup
 
-    result = _resolve_provider_from_deployment(
-        router, "post-alias-name", pre_alias_model_name="pre-alias-name"
-    )
+    result = _resolve_provider_from_deployment(router, "post-alias-name", pre_alias_model_name="pre-alias-name")
     assert result == "bedrock"
 
 
@@ -5919,17 +5674,9 @@ def test_apply_overrides_no_router_keeps_legacy_behaviour(setup_test_credentials
     data = {"model": "gpt-4"}
     user_api_key_dict = UserAPIKeyAuth(
         api_key="test-key",
-        team_metadata={
-            "model_config": {
-                "defaultconfig": {
-                    "azure": {"litellm_credentials": "hotel-azure-eastus"}
-                }
-            }
-        },
-    )
-    _apply_credential_overrides_from_model_config(
-        data=data, user_api_key_dict=user_api_key_dict, llm_router=None
+        team_metadata={"model_config": {"defaultconfig": {"azure": {"litellm_credentials": "hotel-azure-eastus"}}}},
     )
+    _apply_credential_overrides_from_model_config(data=data, user_api_key_dict=user_api_key_dict, llm_router=None)
     assert data["api_base"] == "https://hotel-eastus.openai.azure.com/"
     assert data["api_key"] == "key-hotel-eastus"
 
@@ -5955,9 +5702,7 @@ def test_apply_overrides_provider_prefix_in_model_skips_router_lookup(
     )
 
     router = MagicMock()
-    _apply_credential_overrides_from_model_config(
-        data=data, user_api_key_dict=user_api_key_dict, llm_router=router
-    )
+    _apply_credential_overrides_from_model_config(data=data, user_api_key_dict=user_api_key_dict, llm_router=router)
     assert data["api_base"] == "https://hotel-eastus.openai.azure.com/"
     assert data["api_key"] == "key-hotel-eastus"
     router.get_deployment_by_model_group_name.assert_not_called()
@@ -6336,9 +6081,7 @@ def test_get_sanitized_user_information_from_key_drops_callback_config():
         },
     )
 
-    result = LiteLLMProxyRequestSetup.get_sanitized_user_information_from_key(
-        user_api_key_dict=user_api_key_dict
-    )
+    result = LiteLLMProxyRequestSetup.get_sanitized_user_information_from_key(user_api_key_dict=user_api_key_dict)
 
     auth_metadata = result["user_api_key_auth_metadata"]
     assert "logging" not in auth_metadata
@@ -6378,9 +6121,7 @@ def test_team_alias_targeting_deleted_team_deployment_keeps_requested_model(monk
     )
 
     with patch("litellm.proxy.proxy_server.llm_router", _MockRouter()):
-        _update_model_if_team_alias_exists(
-            data=test_data, user_api_key_dict=user_api_key_dict
-        )
+        _update_model_if_team_alias_exists(data=test_data, user_api_key_dict=user_api_key_dict)
 
     assert test_data.get("model") == "gpt-4"
 
@@ -6404,9 +6145,7 @@ def test_team_alias_targeting_live_team_deployment_still_rewrites(monkeypatch):
     )
 
     with patch("litellm.proxy.proxy_server.llm_router", _MockRouter()):
-        _update_model_if_team_alias_exists(
-            data=test_data, user_api_key_dict=user_api_key_dict
-        )
+        _update_model_if_team_alias_exists(data=test_data, user_api_key_dict=user_api_key_dict)
 
     assert test_data.get("model") == "model_name_team-1_live-uuid"
 
@@ -6543,7 +6282,6 @@ async def test_add_litellm_data_to_request_keeps_every_forwarded_credential_out_
         assert value not in logged
 
 
-
 @pytest.mark.parametrize(
     "header, expected_redacted",
     [
@@ -6569,7 +6307,6 @@ def test_redact_credential_headers_classifies_each_header(header, expected_redac
     assert headers[header] == "secret-value"
 
 
-
 @pytest.mark.asyncio
 async def test_add_litellm_data_to_request_debug_log_does_not_print_credentials():
     """The request-header debug line carries values the stdout secret filter does not match."""
@@ -7189,8 +6926,7 @@ AUTHORIZATION_HEADER_CASINGS = ["authorization", "Authorization", "AUTHORIZATION
 LEAK_TARGET_PROVIDERS = ["bedrock", "bedrock_converse", "vertex_ai"]
 
 BEDROCK_ENDPOINT = (
-    "https://bedrock-runtime.us-west-2.amazonaws.com"
-    "/model/us.anthropic.claude-sonnet-4-5-20250929-v1:0/invoke"
+    "https://bedrock-runtime.us-west-2.amazonaws.com/model/us.anthropic.claude-sonnet-4-5-20250929-v1:0/invoke"
 )
 BEDROCK_REGION = "us-west-2"
 BEDROCK_REQUEST_DATA = {"messages": [{"role": "user", "content": "Say OK"}], "max_tokens": 32}
@@ -7248,9 +6984,7 @@ def _signed_headers_component(signature: str, component: str) -> str:
 
 @pytest.mark.parametrize("authorization_header_name", AUTHORIZATION_HEADER_CASINGS)
 @pytest.mark.parametrize("custom_llm_provider", LEAK_TARGET_PROVIDERS)
-def test_oauth_credential_is_never_forwarded_to_bedrock_or_vertex(
-    authorization_header_name, custom_llm_provider
-):
+def test_oauth_credential_is_never_forwarded_to_bedrock_or_vertex(authorization_header_name, custom_llm_provider):
     """
     A client's Anthropic OAuth credential is meaningless to AWS and Google, and sending it
     there both breaks the request and hands a third-party cloud a credential it should
@@ -7278,9 +7012,7 @@ def test_oauth_credential_entry_is_scoped_to_anthropic_alone():
     if not isinstance(scoped_headers, list):
         scoped_headers = [scoped_headers]
 
-    credential_entries = [
-        entry for entry in scoped_headers if OAUTH_TOKEN in entry["extra_headers"].values()
-    ]
+    credential_entries = [entry for entry in scoped_headers if OAUTH_TOKEN in entry["extra_headers"].values()]
     assert [entry["custom_llm_provider"] for entry in credential_entries] == ["anthropic"]
 
 
@@ -7342,9 +7074,7 @@ def test_bedrock_get_request_headers_keeps_the_sigv4_signature():
 def test_bedrock_api_key_deployment_keeps_its_own_bearer_token():
     forwarded = _headers_forwarded_to(_client_headers(), "bedrock")
 
-    signed = _signed_headers_for_bedrock(
-        {"Content-Type": "application/json", **forwarded}, api_key=BEDROCK_API_KEY
-    )
+    signed = _signed_headers_for_bedrock({"Content-Type": "application/json", **forwarded}, api_key=BEDROCK_API_KEY)
 
     assert _authorization_values(signed) == [f"Bearer {BEDROCK_API_KEY}"]
 
@@ -7367,6 +7097,8 @@ def test_vertex_sends_exactly_one_authorization_header():
     vertex_request_headers.update(forwarded)
 
     assert _authorization_values(vertex_request_headers) == [GOOGLE_ACCESS_TOKEN]
+
+
 @pytest.mark.asyncio
 async def test_newrelic_team_callback_vars_reach_trusted_field():
     """A key with a newrelic team callback stamps its vars into the proxy-owned
@@ -7719,3 +7451,256 @@ def test_stamped_model_access_groups_survive_the_litellm_metadata_merge():
     }
 
     assert get_litellm_metadata_from_kwargs(kwargs)[MODEL_ACCESS_GROUP_METADATA_KEY] == ["tier-a"]
+
+
+def _request_for(path: str) -> MagicMock:
+    request = MagicMock(spec=Request)
+    request.scope = {"path": path}
+    request.url = MagicMock()
+    request.url.path = path
+    request.url.__str__.return_value = f"http://localhost{path}"
+    request.method = "POST"
+    request.query_params = {}
+    request.headers = {"Content-Type": "application/json"}
+    request.client = MagicMock()
+    request.client.host = "127.0.0.1"
+    return request
+
+
+def _spend_log_session_id(data: dict[str, object], metadata_key: str = "metadata") -> str | None:
+    """Resolve session_id the way LiteLLM_SpendLogs does, reading the omit decision stamped on the request."""
+    from litellm.litellm_core_utils.get_litellm_params import get_litellm_params
+    from litellm.litellm_core_utils.litellm_logging import StandardLoggingPayloadSetup
+    from litellm.proxy.spend_tracking.spend_tracking_utils import _get_session_id_for_spend_log
+
+    metadata = data[metadata_key]
+    assert isinstance(metadata, dict)
+    litellm_params = get_litellm_params(
+        litellm_session_id=str(data["litellm_session_id"]) if "litellm_session_id" in data else None,
+        litellm_trace_id=str(data["litellm_trace_id"]) if "litellm_trace_id" in data else None,
+        metadata=metadata,
+    )
+    trace_id = StandardLoggingPayloadSetup.get_standard_logging_payload_trace_id(
+        logging_obj=SimpleNamespace(litellm_trace_id="per-call-random-trace-id"),
+        litellm_params=litellm_params,
+    )
+    return _get_session_id_for_spend_log(
+        kwargs={},
+        metadata=metadata,
+        standard_logging_payload={"trace_id": trace_id},
+        omit_when_missing=bool(metadata.get(SESSION_ID_OMITTED_METADATA_KEY)),
+    )
+
+
+@pytest.mark.asyncio
+@pytest.mark.parametrize("request_correlation_in_logs", [False, True])
+async def test_missing_session_id_generate_makes_spend_log_and_callback_session_ids_agree(
+    monkeypatch: pytest.MonkeyPatch, request_correlation_in_logs: bool
+):
+    """Without a session header, SpendLogs.session_id and the metadata.session_id that Langfuse logs
+    must be the same generated id, so cross-referencing the two by session_id works. The id is marked
+    as generated so affinity consumers (Fireworks x-session-affinity, router session pins) skip it."""
+    monkeypatch.setattr(litellm, "request_correlation_in_logs", request_correlation_in_logs)
+    data = {"model": "gpt-4o", "messages": [{"role": "user", "content": "hi"}]}
+
+    updated = await add_litellm_data_to_request(
+        data=data,
+        request=_request_for("/v1/chat/completions"),
+        user_api_key_dict=UserAPIKeyAuth(api_key="hashed-key"),
+        proxy_config=MagicMock(),
+        general_settings={"missing_session_id": "generate"},
+    )
+
+    callback_session_id = updated["metadata"]["session_id"]
+    assert isinstance(callback_session_id, str) and len(callback_session_id) == 36
+    assert _spend_log_session_id(updated) == callback_session_id
+    assert updated["metadata"][SESSION_ID_GENERATED_METADATA_KEY] is True
+    assert (
+        get_fireworks_session_id({"litellm_session_id": updated["litellm_session_id"], "metadata": updated["metadata"]})
+        is None
+    )
+
+
+@pytest.mark.asyncio
+async def test_missing_session_id_unset_keeps_legacy_divergence():
+    updated = await add_litellm_data_to_request(
+        data={"model": "gpt-4o", "messages": []},
+        request=_request_for("/v1/chat/completions"),
+        user_api_key_dict=UserAPIKeyAuth(api_key="hashed-key"),
+        proxy_config=MagicMock(),
+        general_settings={},
+    )
+
+    assert "session_id" not in updated["metadata"]
+    assert "litellm_session_id" not in updated
+    assert _spend_log_session_id(updated) == "per-call-random-trace-id"
+
+
+@pytest.mark.asyncio
+async def test_missing_session_id_omit_leaves_spend_log_session_id_null():
+    """Under `omit` a traceparent still becomes the trace id but never a session id, so SpendLogs and
+    Langfuse agree on having no session."""
+    request = _request_for("/v1/chat/completions")
+    request.headers = {"traceparent": "00-4bf92f3577b34da6a3ce929d0e0e4736-00f067aa0ba902b7-01"}
+
+    updated = await add_litellm_data_to_request(
+        data={"model": "gpt-4o", "messages": []},
+        request=request,
+        user_api_key_dict=UserAPIKeyAuth(api_key="hashed-key"),
+        proxy_config=MagicMock(),
+        general_settings={"missing_session_id": "omit"},
+    )
+
+    assert "session_id" not in updated["metadata"]
+    assert updated["litellm_trace_id"] == "4bf92f3577b34da6a3ce929d0e0e4736"
+    assert updated["metadata"][SESSION_ID_OMITTED_METADATA_KEY] is True
+    assert _spend_log_session_id(updated) is None
+
+
+@pytest.mark.asyncio
+async def test_missing_session_id_omit_keeps_client_supplied_session_id():
+    request = _request_for("/v1/chat/completions")
+    request.headers = {"x-litellm-session-id": "client-session-1"}
+
+    updated = await add_litellm_data_to_request(
+        data={"model": "gpt-4o", "messages": []},
+        request=request,
+        user_api_key_dict=UserAPIKeyAuth(api_key="hashed-key"),
+        proxy_config=MagicMock(),
+        general_settings={"missing_session_id": "omit"},
+    )
+
+    assert updated["metadata"]["session_id"] == "client-session-1"
+    assert _spend_log_session_id(updated) == "client-session-1"
+
+
+@pytest.mark.asyncio
+async def test_missing_session_id_generate_reuses_traceparent_trace_id():
+    """A W3C traceparent already decides SpendLogs.session_id, so the callback session id must reuse it."""
+    request = _request_for("/v1/chat/completions")
+    request.headers = {"traceparent": "00-4bf92f3577b34da6a3ce929d0e0e4736-00f067aa0ba902b7-01"}
+
+    updated = await add_litellm_data_to_request(
+        data={"model": "gpt-4o", "messages": []},
+        request=request,
+        user_api_key_dict=UserAPIKeyAuth(api_key="hashed-key"),
+        proxy_config=MagicMock(),
+        general_settings={"missing_session_id": "generate"},
+    )
+
+    assert updated["metadata"]["session_id"] == "4bf92f3577b34da6a3ce929d0e0e4736"
+    assert _spend_log_session_id(updated) == "4bf92f3577b34da6a3ce929d0e0e4736"
+
+
+@pytest.mark.asyncio
+@pytest.mark.parametrize("policy", ["generate", "reject"])
+async def test_missing_session_id_policy_keeps_client_supplied_session_id(policy: str):
+    request = _request_for("/v1/chat/completions")
+    request.headers = {"x-litellm-session-id": "client-session-1"}
+
+    updated = await add_litellm_data_to_request(
+        data={"model": "gpt-4o", "messages": []},
+        request=request,
+        user_api_key_dict=UserAPIKeyAuth(api_key="hashed-key"),
+        proxy_config=MagicMock(),
+        general_settings={"missing_session_id": policy},
+    )
+
+    assert updated["litellm_session_id"] == "client-session-1"
+    assert updated["metadata"]["session_id"] == "client-session-1"
+    assert _spend_log_session_id(updated) == "client-session-1"
+    assert SESSION_ID_GENERATED_METADATA_KEY not in updated["metadata"]
+    assert (
+        get_fireworks_session_id({"litellm_session_id": "client-session-1", "metadata": updated["metadata"]})
+        == "client-session-1"
+    )
+
+
+@pytest.mark.asyncio
+async def test_missing_session_id_reject_accepts_body_metadata_session_id():
+    updated = await add_litellm_data_to_request(
+        data={"model": "gpt-4o", "messages": [], "metadata": {"session_id": "body-session-1"}},
+        request=_request_for("/v1/chat/completions"),
+        user_api_key_dict=UserAPIKeyAuth(api_key="hashed-key"),
+        proxy_config=MagicMock(),
+        general_settings={"missing_session_id": "reject"},
+    )
+
+    assert updated["metadata"]["session_id"] == "body-session-1"
+
+
+@pytest.mark.asyncio
+async def test_missing_session_id_reject_returns_400_without_session_id():
+    with pytest.raises(ProxyException) as exc_info:
+        await add_litellm_data_to_request(
+            data={"model": "gpt-4o", "messages": []},
+            request=_request_for("/v1/chat/completions"),
+            user_api_key_dict=UserAPIKeyAuth(api_key="hashed-key"),
+            proxy_config=MagicMock(),
+            general_settings={"missing_session_id": "reject"},
+        )
+
+    assert exc_info.value.code == "400"
+    assert exc_info.value.param == "session_id"
+
+
+@pytest.mark.asyncio
+@pytest.mark.parametrize("path", ["/mcp/", "/mcp/tools", "/key/health"])
+async def test_missing_session_id_policy_skips_non_inference_routes(path: str):
+    updated = await add_litellm_data_to_request(
+        data={"model": "gpt-4o"},
+        request=_request_for(path),
+        user_api_key_dict=UserAPIKeyAuth(api_key="hashed-key"),
+        proxy_config=MagicMock(),
+        general_settings={"missing_session_id": "reject"},
+    )
+
+    assert "session_id" not in updated["metadata"]
+
+
+@pytest.mark.asyncio
+async def test_missing_session_id_unknown_value_is_ignored():
+    updated = await add_litellm_data_to_request(
+        data={"model": "gpt-4o", "messages": []},
+        request=_request_for("/v1/chat/completions"),
+        user_api_key_dict=UserAPIKeyAuth(api_key="hashed-key"),
+        proxy_config=MagicMock(),
+        general_settings={"missing_session_id": "typo"},
+    )
+
+    assert "session_id" not in updated["metadata"]
+
+
+@pytest.mark.asyncio
+@pytest.mark.parametrize(
+    "path, sent_in, metadata_key, general_settings",
+    [
+        ("/v1/chat/completions", "metadata", "metadata", {}),
+        ("/v1/chat/completions", "litellm_metadata", "metadata", {}),
+        ("/v1/chat/completions", "litellm_metadata", "metadata", {"missing_session_id": "generate"}),
+        ("/v1/messages", "litellm_metadata", "litellm_metadata", {}),
+        ("/v1/messages", "metadata", "litellm_metadata", {}),
+        ("/mcp/tools", "metadata", "metadata", {"missing_session_id": "omit"}),
+        ("/mcp/tools", "litellm_metadata", "metadata", {"missing_session_id": "omit"}),
+    ],
+)
+async def test_client_supplied_omit_marker_never_reaches_the_spend_log(
+    path: str, sent_in: str, metadata_key: str, general_settings: dict[str, str]
+):
+    """The omit marker is proxy-owned: only the pre-call policy may set it. A caller that sends it in either
+    metadata bucket, including the one later merged into the route's bucket, must not be able to null out
+    SpendLogs.session_id on a request the proxy did not omit."""
+    updated = await add_litellm_data_to_request(
+        data={"model": "gpt-4o", "messages": [], sent_in: {SESSION_ID_OMITTED_METADATA_KEY: True}},
+        request=_request_for(path),
+        user_api_key_dict=UserAPIKeyAuth(api_key="hashed-key"),
+        proxy_config=MagicMock(),
+        general_settings=general_settings,
+    )
+
+    assert SESSION_ID_OMITTED_METADATA_KEY not in updated[metadata_key]
+    assert _spend_log_session_id(updated, metadata_key) == (
+        updated[metadata_key]["session_id"]
+        if general_settings.get("missing_session_id") == "generate"
+        else "per-call-random-trace-id"
+    )
diff --git a/tests/test_litellm/proxy/test_proxy_cli.py b/tests/test_litellm/proxy/test_proxy_cli.py
index 6ea6f208bb5..ff2bd1114de 100644
--- a/tests/test_litellm/proxy/test_proxy_cli.py
+++ b/tests/test_litellm/proxy/test_proxy_cli.py
@@ -95,6 +95,7 @@ class TestProxyInitializationHelpers:
         assert args["app"] == "litellm.proxy.proxy_server:app"
         assert args["host"] == "localhost"
         assert args["port"] == 8000
+        assert args["server_header"] is False
 
         # Test with log_config
         args = ProxyInitializationHelpers._get_default_unvicorn_init_args(
@@ -2452,6 +2453,96 @@ class TestReadReplicaConnectionParams:
         assert "DATABASE_URL_READ_REPLICA" not in captured
 
 
+class TestMaxIdleConnectionLifetimeDefault:
+    """The proxy defaults `max_idle_connection_lifetime` below common infra idle
+    timeouts so stale pooled connections are recycled instead of failing requests."""
+
+    def _config(self, tmp_path, general_settings):
+        config_path = tmp_path / "config.yaml"
+        config_path.write_text(yaml.dump({"model_list": [], "general_settings": general_settings}))
+        return str(config_path)
+
+    def test_default_applied_to_database_and_direct_url(self, tmp_path):
+        captured = _run_server_and_capture_urls(
+            self._config(tmp_path, {}),
+            direct_url="postgresql://t:t@localhost:5432/t",
+        )
+
+        for env_var in ("DATABASE_URL", "DIRECT_URL"):
+            query = urlparse.parse_qs(urlparse.urlparse(captured[env_var]).query)
+            assert query["max_idle_connection_lifetime"] == ["60"], env_var
+
+    def test_url_pinned_value_wins_over_default(self, tmp_path):
+        captured = _run_server_and_capture_urls(
+            self._config(tmp_path, {}),
+            database_url="postgresql://t:t@localhost:5432/t?max_idle_connection_lifetime=300",
+        )
+
+        query = urlparse.parse_qs(urlparse.urlparse(captured["DATABASE_URL"]).query)
+        assert query["max_idle_connection_lifetime"] == ["300"]
+
+    def test_url_pinned_value_wins_over_config_key(self, tmp_path):
+        captured = _run_server_and_capture_urls(
+            self._config(tmp_path, {"database_max_idle_connection_lifetime": 45}),
+            database_url="postgresql://t:t@localhost:5432/t?max_idle_connection_lifetime=300",
+        )
+
+        query = urlparse.parse_qs(urlparse.urlparse(captured["DATABASE_URL"]).query)
+        assert query["max_idle_connection_lifetime"] == ["300"]
+
+    def test_config_key_overrides_default(self, tmp_path):
+        captured = _run_server_and_capture_urls(
+            self._config(tmp_path, {"database_max_idle_connection_lifetime": 45}),
+        )
+
+        query = urlparse.parse_qs(urlparse.urlparse(captured["DATABASE_URL"]).query)
+        assert query["max_idle_connection_lifetime"] == ["45"]
+
+    def test_extra_connection_params_override_default(self, tmp_path):
+        captured = _run_server_and_capture_urls(
+            self._config(
+                tmp_path,
+                {"database_extra_connection_params": {"max_idle_connection_lifetime": 120}},
+            ),
+        )
+
+        query = urlparse.parse_qs(urlparse.urlparse(captured["DATABASE_URL"]).query)
+        assert query["max_idle_connection_lifetime"] == ["120"]
+
+    def test_read_replica_gets_the_default(self, tmp_path):
+        captured = _run_server_and_capture_urls(
+            self._config(tmp_path, {}),
+            read_replica_url="postgresql://t:t@reader:5432/t",
+        )
+
+        query = urlparse.parse_qs(urlparse.urlparse(captured["DATABASE_URL_READ_REPLICA"]).query)
+        assert query["max_idle_connection_lifetime"] == ["60"]
+
+    def test_replica_pinned_value_wins(self, tmp_path):
+        captured = _run_server_and_capture_urls(
+            self._config(tmp_path, {"database_max_idle_connection_lifetime": 45}),
+            read_replica_url="postgresql://t:t@reader:5432/t?max_idle_connection_lifetime=200",
+        )
+
+        query = urlparse.parse_qs(urlparse.urlparse(captured["DATABASE_URL_READ_REPLICA"]).query)
+        assert query["max_idle_connection_lifetime"] == ["200"]
+
+    def test_config_key_reaches_the_read_replica(self, tmp_path):
+        captured = _run_server_and_capture_urls(
+            self._config(tmp_path, {"database_max_idle_connection_lifetime": 45}),
+            read_replica_url="postgresql://t:t@reader:5432/t",
+        )
+
+        query = urlparse.parse_qs(urlparse.urlparse(captured["DATABASE_URL_READ_REPLICA"]).query)
+        assert query["max_idle_connection_lifetime"] == ["45"]
+
+    def test_idle_lifetime_params_prefers_configured_value(self):
+        from litellm.proxy.db.db_url_settings import idle_lifetime_params
+
+        assert dict(idle_lifetime_params(45)) == {"max_idle_connection_lifetime": 45}
+        assert dict(idle_lifetime_params(None)) == {"max_idle_connection_lifetime": 60}
+
+
 class TestTokenAuthCliFlags:
     """`--azure_postgresql_auth` has to reach the URL assembly the same way the env var does."""
 
@@ -2532,3 +2623,49 @@ class TestTokenAuthCliFlags:
         assert result.exit_code == 0, f"exit_code={result.exit_code}, output={result.output}"
         assert "ENTRA_TOKEN" not in (database_url or "")
         assert toggle is None
+
+
+class TestLibpqSslParamTranslation:
+    """Prisma ignores ``sslrootcert`` and treats ``sslmode=verify-full`` as
+    ``prefer``, so the URL handed to it must carry Prisma's own strict dialect."""
+
+    @staticmethod
+    def _config(tmp_path, general_settings):
+        config_path = tmp_path / "config.yaml"
+        config_path.write_text(yaml.dump({"model_list": [], "general_settings": general_settings}))
+        return str(config_path)
+
+    def test_libpq_url_is_translated_on_every_prisma_url(self, tmp_path):
+        libpq = "?sslmode=verify-full&sslrootcert=/certs/rds-bundle.pem"
+        captured = _run_server_and_capture_urls(
+            self._config(tmp_path, {}),
+            database_url=f"postgresql://t:t@localhost:5432/t{libpq}",
+            direct_url=f"postgresql://t:t@direct:5432/t{libpq}",
+            read_replica_url=f"postgresql://t:t@reader:5432/t{libpq}",
+        )
+
+        for env_var in ("DATABASE_URL", "DIRECT_URL", "DATABASE_URL_READ_REPLICA"):
+            query = urlparse.parse_qs(urlparse.urlparse(captured[env_var]).query)
+            assert "sslrootcert" not in query, env_var
+            assert query["sslmode"] == ["require"], env_var
+            assert query["sslcert"] == ["/certs/rds-bundle.pem"], env_var
+            assert query["sslaccept"] == ["strict"], env_var
+
+    def test_libpq_params_from_extra_connection_params_are_translated(self, tmp_path):
+        captured = _run_server_and_capture_urls(
+            self._config(
+                tmp_path,
+                {
+                    "database_extra_connection_params": {
+                        "sslmode": "verify-full",
+                        "sslrootcert": "/certs/rds-bundle.pem",
+                    }
+                },
+            ),
+        )
+
+        query = urlparse.parse_qs(urlparse.urlparse(captured["DATABASE_URL"]).query)
+        assert "sslrootcert" not in query
+        assert query["sslmode"] == ["require"]
+        assert query["sslcert"] == ["/certs/rds-bundle.pem"]
+        assert query["sslaccept"] == ["strict"]
diff --git a/tests/test_litellm/proxy/test_proxy_server.py b/tests/test_litellm/proxy/test_proxy_server.py
index 43280258153..4ed6a468371 100644
--- a/tests/test_litellm/proxy/test_proxy_server.py
+++ b/tests/test_litellm/proxy/test_proxy_server.py
@@ -130,6 +130,7 @@ def test_login_v2_returns_redirect_url_and_sets_cookie(monkeypatch):
         password="secret",
         master_key="test-master-key",
         prisma_client=mock_prisma_client,
+        general_settings={},
     )
     mock_create_ui_token_object.assert_called_once_with(
         login_result=mock_login_result,
@@ -147,6 +148,72 @@ def test_login_v2_returns_redirect_url_and_sets_cookie(monkeypatch):
     assert mock_jwt_encode.call_args.kwargs == {"algorithm": "HS256"}
 
 
+def _mock_login_v2_deps(monkeypatch: pytest.MonkeyPatch) -> None:
+    monkeypatch.setattr(
+        "litellm.proxy.auth.login_utils.authenticate_user",
+        AsyncMock(return_value={"user_id": "test-user"}),
+    )
+    monkeypatch.setattr(
+        "litellm.proxy.auth.login_utils.create_ui_token_object",
+        MagicMock(return_value={"user_id": "test-user"}),
+    )
+    monkeypatch.setattr("jwt.encode", MagicMock(return_value="signed-token"))
+    monkeypatch.setattr("litellm.proxy.proxy_server.master_key", "test-master-key")
+    monkeypatch.setattr("litellm.proxy.proxy_server.premium_user", False)
+    monkeypatch.setattr("litellm.proxy.proxy_server.prisma_client", MagicMock())
+    monkeypatch.setattr("litellm.proxy.utils.get_server_root_path", lambda: "")
+    monkeypatch.setattr("litellm.proxy.utils.get_proxy_base_url", lambda: None)
+    monkeypatch.delenv("PROXY_BASE_URL", raising=False)
+
+
+def test_login_v2_sets_secure_cookie_over_direct_https(monkeypatch):
+    """Regression: the token cookie previously carried no Secure/HttpOnly/SameSite
+    attributes at all, so it was always sent over plain HTTP."""
+    _mock_login_v2_deps(monkeypatch)
+    monkeypatch.setattr("litellm.proxy.proxy_server.general_settings", {})
+
+    client = TestClient(app, base_url="https://testserver")
+    response = client.post("/v2/login", json={"username": "alice", "password": "secret"})
+
+    assert response.status_code == 200
+    cookie = response.headers.get("set-cookie")
+    assert "Secure" in cookie
+    assert "HttpOnly" not in cookie  # deliberate: the dashboard reads this cookie via JS
+    assert "samesite=lax" in cookie.lower()
+
+
+def test_login_v2_does_not_set_secure_cookie_over_direct_http(monkeypatch):
+    _mock_login_v2_deps(monkeypatch)
+    monkeypatch.setattr("litellm.proxy.proxy_server.general_settings", {})
+
+    client = TestClient(app, base_url="http://testserver")
+    response = client.post("/v2/login", json={"username": "alice", "password": "secret"})
+
+    assert response.status_code == 200
+    assert "Secure" not in response.headers.get("set-cookie")
+
+
+def test_login_v2_sets_secure_cookie_behind_trusted_tls_terminating_proxy(monkeypatch):
+    """THE regression: litellm only sees a plain-HTTP hop when TLS terminates at a
+    reverse proxy, but the token cookie must still be Secure when the direct peer is
+    a configured trusted proxy reporting X-Forwarded-Proto: https."""
+    _mock_login_v2_deps(monkeypatch)
+    monkeypatch.setattr(
+        "litellm.proxy.proxy_server.general_settings",
+        {"use_x_forwarded_for": True, "mcp_trusted_proxy_ranges": ["10.0.0.0/8"]},
+    )
+
+    client = TestClient(app, base_url="http://testserver", client=("10.0.0.5", 50000))
+    response = client.post(
+        "/v2/login",
+        json={"username": "alice", "password": "secret"},
+        headers={"X-Forwarded-Proto": "https"},
+    )
+
+    assert response.status_code == 200
+    assert "Secure" in response.headers.get("set-cookie")
+
+
 def test_login_v2_returns_json_on_proxy_exception(monkeypatch):
     """Test that /v2/login returns JSON error when ProxyException is raised"""
     from litellm.proxy._types import ProxyErrorTypes, ProxyException
@@ -355,6 +422,51 @@ def test_login_v3_exchange_happy_path(monkeypatch):
     assert exchange_response.cookies.get("token") == "signed-token"
 
 
+def test_login_v3_exchange_sets_secure_cookie_behind_trusted_tls_terminating_proxy(monkeypatch):
+    """Regression: /v3/login/exchange's token cookie must be Secure behind a trusted
+    TLS-terminating reverse proxy even though litellm only sees a plain-HTTP hop."""
+    mock_prisma_client = MagicMock()
+    monkeypatch.setattr(
+        "litellm.proxy.auth.login_utils.authenticate_user",
+        AsyncMock(return_value={"user_id": "test-user"}),
+    )
+    monkeypatch.setattr(
+        "litellm.proxy.auth.login_utils.create_ui_token_object",
+        MagicMock(return_value={"user_id": "test-user"}),
+    )
+    monkeypatch.setattr("jwt.encode", MagicMock(return_value="signed-token"))
+    monkeypatch.setattr("litellm.proxy.proxy_server.master_key", "test-master-key")
+    monkeypatch.setattr(
+        "litellm.proxy.proxy_server.general_settings",
+        {
+            "control_plane_url": "https://cp.example.com",
+            "use_x_forwarded_for": True,
+            "mcp_trusted_proxy_ranges": ["10.0.0.0/8"],
+        },
+    )
+    monkeypatch.setattr("litellm.proxy.proxy_server.premium_user", False)
+    monkeypatch.setattr("litellm.proxy.proxy_server.prisma_client", mock_prisma_client)
+    mock_config = MagicMock()
+    mock_config.worker_registry = []
+    monkeypatch.setattr("litellm.proxy.proxy_server.proxy_config", mock_config)
+    monkeypatch.setattr("litellm.proxy.utils.get_server_root_path", lambda: "")
+    monkeypatch.setattr("litellm.proxy.utils.get_proxy_base_url", lambda: None)
+    monkeypatch.delenv("PROXY_BASE_URL", raising=False)
+
+    client = TestClient(app, base_url="http://testserver", client=("10.0.0.5", 50000))
+
+    login_response = client.post("/v3/login", json={"username": "alice", "password": "secret"})
+    code = login_response.json()["code"]
+
+    exchange_response = client.post(
+        "/v3/login/exchange",
+        json={"code": code},
+        headers={"X-Forwarded-Proto": "https"},
+    )
+    assert exchange_response.status_code == 200
+    assert "Secure" in exchange_response.headers.get("set-cookie")
+
+
 def test_login_v3_exchange_single_use(monkeypatch):
     """Code can only be redeemed once."""
     mock_prisma_client = MagicMock()
@@ -10445,6 +10557,75 @@ async def test_update_config_general_settings_emits_audit_log(monkeypatch):
     assert before["some_api_key"] != "sk-stored-secret"
 
 
+@pytest.mark.asyncio
+async def test_update_config_field_rejects_out_of_range_alerting_args(monkeypatch):
+    """Out-of-range alerting_args must be rejected at save time. If they land in the
+    DB, SlackAlertingArgs raises during the config reload and alerting breaks."""
+    from unittest.mock import MagicMock
+
+    from fastapi import HTTPException
+
+    import litellm.proxy.proxy_server as proxy_server_module
+    from litellm.proxy._types import ConfigFieldUpdate
+    from litellm.proxy.proxy_server import update_config_general_settings
+
+    monkeypatch.setattr(proxy_server_module, "prisma_client", MagicMock())
+
+    admin = UserAPIKeyAuth(
+        api_key="hashed-admin",
+        user_id="admin-1",
+        user_role=LitellmUserRoles.PROXY_ADMIN,
+    )
+    with pytest.raises(HTTPException) as exc_info:
+        await update_config_general_settings(
+            data=ConfigFieldUpdate(
+                field_name="alerting_args",
+                field_value={
+                    "daily_spend_per_user_threshold": -5.0,
+                    "user_spend_check_interval": 20,
+                },
+                config_type="general_settings",
+            ),
+            user_api_key_dict=admin,
+        )
+
+    assert exc_info.value.status_code == 400
+    error_msg = exc_info.value.detail["error"]
+    assert "daily_spend_per_user_threshold" in error_msg
+    assert "user_spend_check_interval" in error_msg
+
+
+@pytest.mark.asyncio
+async def test_update_config_field_accepts_valid_alerting_args(monkeypatch):
+    import litellm.proxy.proxy_server as proxy_server_module
+    from litellm.proxy._types import ConfigFieldUpdate
+    from litellm.proxy.proxy_server import update_config_general_settings
+
+    fake = _fake_prisma_with_config({})
+    monkeypatch.setattr(proxy_server_module, "prisma_client", fake)
+    monkeypatch.setattr(litellm, "store_audit_logs", False)
+
+    admin = UserAPIKeyAuth(
+        api_key="hashed-admin",
+        user_id="admin-1",
+        user_role=LitellmUserRoles.PROXY_ADMIN,
+    )
+    await update_config_general_settings(
+        data=ConfigFieldUpdate(
+            field_name="alerting_args",
+            field_value={
+                "daily_spend_per_user_threshold": 5.0,
+                "user_spend_check_interval": 60,
+            },
+            config_type="general_settings",
+        ),
+        user_api_key_dict=admin,
+    )
+
+    written = json.loads(fake.db.litellm_config.upsert.call_args.kwargs["data"]["update"]["param_value"])
+    assert written["alerting_args"]["daily_spend_per_user_threshold"] == 5.0
+
+
 @pytest.mark.asyncio
 async def test_update_config_general_settings_applies_ssrf_globals(monkeypatch):
     import litellm.proxy.proxy_server as proxy_server_module
@@ -10713,11 +10894,54 @@ def test_update_config_redacts_all_environment_variable_values(_update_config_se
 class _EnvBuiltRedisCache(RedisCache):
     """RedisCache stand-in that records its constructor kwargs and never
     opens a network connection, so tests can assert which connection params
-    the proxy used to build its coordination Redis."""
+    the proxy used to build its coordination Redis. `ping()` reports reachable
+    by default, matching a real Redis the env fallback should adopt."""
 
     def __init__(self, **kwargs):
         self.init_kwargs = kwargs
 
+    async def ping(self) -> bool:
+        return True
+
+
+class _UnreachableRedisCache(_EnvBuiltRedisCache):
+    """Same stand-in, but `ping()` fails like a REDIS_* env var naming a Redis
+    that is not actually reachable (wrong host, no service running, ...)."""
+
+    async def ping(self) -> bool:
+        raise ConnectionError("connection refused")
+
+
+@contextlib.contextmanager
+def _patched_coordination_redis_module_state(
+    *,
+    spend_cache: DualCache,
+    config_cache: types.SimpleNamespace,
+    redis_cache_class: type = _EnvBuiltRedisCache,
+):
+    """Stub every `litellm.proxy.proxy_server` global that
+    `_attach_redis_usage_cache` (and its callers) can write to, shared by the
+    whole coordination-Redis test family below.
+
+    Centralizing this is not just DRY: `_attach_redis_usage_cache` always sets
+    `cli_sso_session_cache.redis_cache` unconditionally, and a call site that
+    forgets to patch that one real (persistent) global leaks a throwaway
+    Redis stand-in into it for the rest of the pytest session, breaking
+    unrelated tests that run later. One patched-state helper means a new call
+    site cannot forget a global this family already knows to isolate.
+    """
+    with (
+        patch.object(proxy_server_module, "redis_usage_cache", None),
+        patch.object(proxy_server_module, "spend_counter_cache", spend_cache),
+        patch.object(proxy_server_module, "user_api_key_cache", DualCache()),
+        patch.object(proxy_server_module, "cli_sso_session_cache", DualCache()),
+        patch.object(proxy_server_module, "llm_router", None),
+        patch.object(proxy_server_module, "litellm_config_cache", config_cache),
+        patch.object(proxy_server_module, "RedisCache", redis_cache_class),
+        patch.object(proxy_server_module, "RedisClusterCache", _EnvBuiltClusterCache),
+    ):
+        yield
+
 
 def _run_init_cache_with_backend(cache_backend, redis_env_kwargs):
     """Run ProxyConfig._init_cache with a stubbed response-cache backend and a
@@ -10729,12 +10953,7 @@ def _run_init_cache_with_backend(cache_backend, redis_env_kwargs):
     fresh_config_cache = types.SimpleNamespace(redis_cache=None)
 
     with (
-        patch.object(proxy_server_module, "redis_usage_cache", None),
-        patch.object(proxy_server_module, "spend_counter_cache", fresh_spend_cache),
-        patch.object(proxy_server_module, "user_api_key_cache", DualCache()),
-        patch.object(proxy_server_module, "llm_router", None),
-        patch.object(proxy_server_module, "litellm_config_cache", fresh_config_cache),
-        patch.object(proxy_server_module, "RedisCache", _EnvBuiltRedisCache),
+        _patched_coordination_redis_module_state(spend_cache=fresh_spend_cache, config_cache=fresh_config_cache),
         patch(
             "litellm._redis._redis_kwargs_from_environment",
             return_value=redis_env_kwargs,
@@ -10809,12 +11028,7 @@ def _run_init_coordination_redis(config, env=None):
     fresh_config_cache = types.SimpleNamespace(redis_cache=None)
 
     with (
-        patch.object(proxy_server_module, "redis_usage_cache", None),
-        patch.object(proxy_server_module, "spend_counter_cache", fresh_spend_cache),
-        patch.object(proxy_server_module, "user_api_key_cache", DualCache()),
-        patch.object(proxy_server_module, "litellm_config_cache", fresh_config_cache),
-        patch.object(proxy_server_module, "RedisCache", _EnvBuiltRedisCache),
-        patch.object(proxy_server_module, "RedisClusterCache", _EnvBuiltClusterCache),
+        _patched_coordination_redis_module_state(spend_cache=fresh_spend_cache, config_cache=fresh_config_cache),
         mock.patch.dict(os.environ, env or {}, clear=False),
     ):
         built = proxy_server_module.ProxyConfig()._init_coordination_redis(config=config)
@@ -10902,13 +11116,7 @@ def test_explicit_coordination_redis_takes_precedence_over_cache_backend():
     mock_litellm_cache.cache = cache_backend
 
     with (
-        patch.object(proxy_server_module, "redis_usage_cache", None),
-        patch.object(proxy_server_module, "spend_counter_cache", fresh_spend_cache),
-        patch.object(proxy_server_module, "user_api_key_cache", DualCache()),
-        patch.object(proxy_server_module, "llm_router", None),
-        patch.object(proxy_server_module, "litellm_config_cache", fresh_config_cache),
-        patch.object(proxy_server_module, "RedisCache", _EnvBuiltRedisCache),
-        patch.object(proxy_server_module, "RedisClusterCache", _EnvBuiltClusterCache),
+        _patched_coordination_redis_module_state(spend_cache=fresh_spend_cache, config_cache=fresh_config_cache),
         patch("litellm.Cache", return_value=mock_litellm_cache),
     ):
         litellm.cache = None
@@ -10926,6 +11134,95 @@ def test_explicit_coordination_redis_takes_precedence_over_cache_backend():
         assert fresh_spend_cache.redis_cache is usage_cache
 
 
+async def _run_init_coordination_redis_env_fallback(
+    litellm_settings, redis_env_kwargs, redis_cache_class=_EnvBuiltRedisCache
+):
+    """Run ProxyConfig._init_coordination_redis_env_fallback against a
+    stubbed module state and a controlled REDIS_* environment, returning
+    (built, spend_counter redis)."""
+    fresh_spend_cache = DualCache()
+    fresh_config_cache = types.SimpleNamespace(redis_cache=None)
+
+    with (
+        _patched_coordination_redis_module_state(
+            spend_cache=fresh_spend_cache, config_cache=fresh_config_cache, redis_cache_class=redis_cache_class
+        ),
+        patch(
+            "litellm._redis._redis_kwargs_from_environment",
+            return_value=redis_env_kwargs,
+        ),
+    ):
+        built = await proxy_server_module.ProxyConfig._init_coordination_redis_env_fallback(
+            litellm_settings=litellm_settings
+        )
+        return built, fresh_spend_cache.redis_cache
+
+
+@pytest.mark.asyncio
+async def test_init_coordination_redis_env_fallback_builds_from_environment():
+    """A deployment with no coordination_redis block and no litellm_settings.cache
+    but with bare REDIS_HOST/REDIS_PORT env vars must still get a coordination
+    Redis: otherwise spend counters, budget-window enforcement, and the
+    reset_spend cache-eviction broadcast stay per-pod local and a reset issued
+    on one pod never clears another pod's stale enforcement."""
+    built, spend_redis = await _run_init_coordination_redis_env_fallback(
+        litellm_settings={},
+        redis_env_kwargs={"host": "env-fallback-host", "port": "6390"},
+    )
+
+    assert isinstance(built, _EnvBuiltRedisCache)
+    assert built.init_kwargs["host"] == "env-fallback-host"
+    assert spend_redis is built
+
+
+@pytest.mark.asyncio
+async def test_init_coordination_redis_env_fallback_without_redis_env_returns_none():
+    """With no REDIS_* connection info at all, the fallback must leave the
+    coordination Redis unset rather than building a broken client."""
+    built, spend_redis = await _run_init_coordination_redis_env_fallback(
+        litellm_settings={},
+        redis_env_kwargs={},
+    )
+
+    assert built is None
+    assert spend_redis is None
+
+
+@pytest.mark.asyncio
+async def test_init_coordination_redis_env_fallback_unreachable_stays_in_memory():
+    """REDIS_* env vars can name a Redis that is not actually reachable (wrong
+    host, leftover from an unrelated job/service). Guessing "coordination
+    available" from bare env vars must not turn a previously harmless
+    in-memory-only proxy into one that raises on its next cache write, so an
+    unreachable ping must leave everything exactly as if no REDIS_* vars were
+    set at all."""
+    built, spend_redis = await _run_init_coordination_redis_env_fallback(
+        litellm_settings={},
+        redis_env_kwargs={"host": "unreachable-host", "port": "6390"},
+        redis_cache_class=_UnreachableRedisCache,
+    )
+
+    assert built is None
+    assert spend_redis is None
+
+
+@pytest.mark.asyncio
+async def test_init_coordination_redis_env_fallback_malformed_cluster_nodes_stays_in_memory():
+    """REDIS_CLUSTER_NODES can be set to a malformed value nothing here ever
+    asked to be parsed. Unlike the explicit coordination_redis block (a
+    deliberate opt-in, so a bad value there should fail loudly), this
+    inferred fallback must not abort proxy startup over it -- it has to
+    decline the same way it does for an absent or unreachable Redis."""
+    with mock.patch.dict(os.environ, {"REDIS_CLUSTER_NODES": "not-valid-json"}, clear=False):
+        built, spend_redis = await _run_init_coordination_redis_env_fallback(
+            litellm_settings={},
+            redis_env_kwargs={},
+        )
+
+    assert built is None
+    assert spend_redis is None
+
+
 def test_env_fallback_builds_cluster_client_from_cluster_nodes_env():
     """A deployment whose only Redis env is REDIS_CLUSTER_NODES must still get
     a coordination Redis from the env fallback, and it must be a cluster
@@ -10967,11 +11264,7 @@ async def test_startup_applies_coordination_redis_saved_in_database():
     fresh_config_cache = types.SimpleNamespace(redis_cache=None)
 
     with (
-        patch.object(proxy_server_module, "spend_counter_cache", fresh_spend_cache),
-        patch.object(proxy_server_module, "user_api_key_cache", DualCache()),
-        patch.object(proxy_server_module, "litellm_config_cache", fresh_config_cache),
-        patch.object(proxy_server_module, "RedisCache", _EnvBuiltRedisCache),
-        patch.object(proxy_server_module, "RedisClusterCache", _EnvBuiltClusterCache),
+        _patched_coordination_redis_module_state(spend_cache=fresh_spend_cache, config_cache=fresh_config_cache),
         patch.object(
             proxy_server_module,
             "get_persisted_coordination_redis_settings",
@@ -12120,3 +12413,97 @@ async def test_load_config_router_authorizes_fallback_targets_against_the_callin
     router, _, _ = await ProxyConfig().load_config(router=None, config_file_path=str(config_file))
 
     assert router.fallback_access_check is router_fallback_access_check
+
+
+def test_docs_redoc_openapi_are_reachable_by_default():
+    """
+    LIT-6745: the interactive/machine-readable docs surfaces are on by
+    default (the customer-facing production toggle is opt-in, not opt-out).
+    """
+    client = TestClient(app)
+
+    assert client.get("/redoc").status_code == 200
+    openapi_response = client.get("/openapi.json")
+    assert openapi_response.status_code == 200
+    assert "paths" in openapi_response.json()
+
+
+def test_production_app_docs_urls_are_wired_to_the_real_env_helpers():
+    """
+    LIT-6745: pins the actual `FastAPI(docs_url=..., redoc_url=..., openapi_url=...)`
+    construction in proxy_server.py to _get_docs_url/_get_redoc_url/_get_openapi_url,
+    so a hardcoded or drifted value at that call site fails this test even though
+    the helpers themselves are covered separately.
+    """
+    from litellm.proxy import utils as proxy_utils
+
+    assert app.docs_url == proxy_utils._get_docs_url()
+    assert app.redoc_url == proxy_utils._get_redoc_url()
+    assert app.openapi_url == proxy_utils._get_openapi_url()
+
+
+def _build_app_with_docs_env(monkeypatch, *, disabled: bool) -> FastAPI:
+    from litellm.proxy import utils as proxy_utils
+    from litellm.proxy.health_endpoints._health_endpoints import router as health_router
+
+    for flag in ("DOCS_URL", "REDOC_URL", "OPENAPI_URL"):
+        monkeypatch.delenv(flag, raising=False)
+    for flag in ("NO_DOCS", "NO_REDOC", "NO_OPENAPI"):
+        if disabled:
+            monkeypatch.setenv(flag, "True")
+        else:
+            monkeypatch.delenv(flag, raising=False)
+
+    # Mirrors the exact FastAPI() construction in proxy_server.py, so this
+    # exercises the real gating mechanism rather than a reimplementation of it.
+    app_under_test = FastAPI(
+        docs_url=proxy_utils._get_docs_url(),
+        redoc_url=proxy_utils._get_redoc_url(),
+        openapi_url=proxy_utils._get_openapi_url(),
+    )
+    app_under_test.include_router(health_router)
+    return app_under_test
+
+
+def test_docs_endpoints_enabled_when_env_unset(monkeypatch):
+    app_under_test = _build_app_with_docs_env(monkeypatch, disabled=False)
+    assert app_under_test.docs_url == "/"
+    assert app_under_test.redoc_url == "/redoc"
+    assert app_under_test.openapi_url == "/openapi.json"
+
+    client = TestClient(app_under_test)
+    assert client.get(app_under_test.docs_url).status_code == 200
+    assert client.get(app_under_test.redoc_url).status_code == 200
+    assert client.get(app_under_test.openapi_url).status_code == 200
+
+
+def test_no_docs_no_redoc_no_openapi_disable_every_documentation_surface(monkeypatch):
+    """
+    LIT-6745: NO_DOCS, NO_REDOC and NO_OPENAPI must each 404 their surface
+    with no schema in the body, so a production/air-gapped deployment can
+    restrict every doc route consistently.
+    """
+    app_under_test = _build_app_with_docs_env(monkeypatch, disabled=True)
+    assert app_under_test.docs_url is None
+    assert app_under_test.redoc_url is None
+    assert app_under_test.openapi_url is None
+
+    client = TestClient(app_under_test)
+    for route in ("/", "/redoc", "/openapi.json"):
+        response = client.get(route)
+        assert response.status_code == 404
+        assert "openapi" not in response.text.lower()
+        assert "paths" not in response.text.lower()
+
+
+def test_disabling_docs_does_not_disable_other_routes(monkeypatch):
+    """
+    LIT-6745: disabling the doc surfaces must not affect inference/management
+    routes, since NO_DOCS/NO_REDOC/NO_OPENAPI only remove the routes FastAPI
+    itself auto-registers for docs_url/redoc_url/openapi_url.
+    """
+    app_under_test = _build_app_with_docs_env(monkeypatch, disabled=True)
+    client = TestClient(app_under_test)
+
+    assert client.get("/redoc").status_code == 404
+    assert client.get("/health/liveliness").status_code == 200
diff --git a/tests/test_litellm/proxy/test_proxy_utils.py b/tests/test_litellm/proxy/test_proxy_utils.py
index dcaad968663..f16c6c937d0 100644
--- a/tests/test_litellm/proxy/test_proxy_utils.py
+++ b/tests/test_litellm/proxy/test_proxy_utils.py
@@ -942,6 +942,47 @@ def test_create_model_info_response_uses_deployment_limits_when_not_in_cost_map(
     assert response["max_output_tokens"] == 8000
 
 
+def test_create_model_info_response_uses_deployment_mode_for_auto_router():
+    router = litellm.Router(
+        model_list=[
+            {
+                "model_name": "claude-sonnet",
+                "litellm_params": {"model": "openai/gpt-4o-mini", "api_key": "test-key"},
+            },
+            {
+                "model_name": "claude-auto",
+                "litellm_params": {
+                    "model": "auto_router/complexity_router",
+                    "complexity_router_config": {
+                        "tiers": {
+                            "SIMPLE": "claude-sonnet",
+                            "MEDIUM": "claude-sonnet",
+                            "COMPLEX": "claude-sonnet",
+                        }
+                    },
+                    "complexity_router_default_model": "claude-sonnet",
+                },
+                "model_info": {
+                    "mode": "chat",
+                    "max_input_tokens": 1_000_000,
+                    "max_output_tokens": 128_000,
+                },
+            },
+        ]
+    )
+
+    response = create_model_info_response(
+        model_id="claude-auto",
+        provider="openai",
+        llm_router=router,
+        get_model_info=_raise_unmapped,
+    )
+
+    assert response["mode"] == "chat"
+    assert response["max_input_tokens"] == 1_000_000
+    assert response["max_output_tokens"] == 128_000
+
+
 def test_create_model_info_response_deployment_limits_override_cost_map():
     router = MagicMock()
     router.get_configured_token_limits.return_value = (200000, None)
diff --git a/tests/test_litellm/proxy/test_redis_auth_cache_flag.py b/tests/test_litellm/proxy/test_redis_auth_cache_flag.py
index 772b08bc9d0..573bfc40c96 100644
--- a/tests/test_litellm/proxy/test_redis_auth_cache_flag.py
+++ b/tests/test_litellm/proxy/test_redis_auth_cache_flag.py
@@ -5,7 +5,7 @@ Verifies that _init_cache attaches Redis to user_api_key_cache only when
 the flag is explicitly set to True, and leaves it in-memory-only otherwise.
 """
 
-from contextlib import contextmanager
+from contextlib import ExitStack, contextmanager
 import json
 from unittest.mock import MagicMock, patch
 
@@ -167,3 +167,25 @@ class TestRedisAuthCacheFlag:
                     f"cli_sso_session_cache must always get Redis "
                     f"(enable_redis_auth_cache={flag_value!r})"
                 )
+
+    def test_flag_absent_still_shares_the_model_budget_counters_over_redis(self):
+        """
+        Per-model budget counters are spend counters: the limiter must be able to
+        push and read them through Redis without the auth-cache opt-in, or every
+        worker enforces and reports its own share of a key's spend
+        """
+        fake_redis = _FakeRedisCache()
+        limiter_cache = ps.model_max_budget_limiter.dual_cache
+        touched_caches = (
+            limiter_cache,
+            ps.spend_counter_cache,
+            ps.cli_sso_session_cache,
+            ps.user_api_key_cache,
+            ps.litellm_config_cache,
+        )
+        with ExitStack() as detached:
+            for cache in touched_caches:
+                detached.enter_context(patch.object(cache, "redis_cache", None))
+            ps._attach_redis_usage_cache(fake_redis, enable_redis_auth_cache=False)
+            assert limiter_cache.redis_cache is fake_redis
+            assert ps.user_api_key_cache.redis_cache is None
diff --git a/tests/test_litellm/proxy/ui_crud_endpoints/test_proxy_setting_endpoints.py b/tests/test_litellm/proxy/ui_crud_endpoints/test_proxy_setting_endpoints.py
index dc256ccf718..709447d23c0 100644
--- a/tests/test_litellm/proxy/ui_crud_endpoints/test_proxy_setting_endpoints.py
+++ b/tests/test_litellm/proxy/ui_crud_endpoints/test_proxy_setting_endpoints.py
@@ -3006,6 +3006,128 @@ def test_update_mcp_semantic_filter_settings_requires_proxy_admin(monkeypatch):
         app.dependency_overrides.pop(user_api_key_auth, None)
 
 
+class TestMcpToolSearchSettingsEndpoints:
+    """`litellm_settings.mcp_tool_search` drives the native `mcp_tool_search` virtual tool, so the UI must round-trip it."""
+
+    @staticmethod
+    def _override_auth(role: LitellmUserRoles):
+        from litellm.proxy._types import UserAPIKeyAuth
+        from litellm.proxy.auth.user_api_key_auth import user_api_key_auth
+
+        app.dependency_overrides[user_api_key_auth] = lambda: UserAPIKeyAuth(
+            user_id="u", api_key="hashed", user_role=role
+        )
+
+    def test_get_returns_stored_values_and_field_schema(self, mock_proxy_config, mock_auth, monkeypatch):
+        monkeypatch.setattr("litellm.proxy.proxy_server.prisma_client", object())
+        mock_proxy_config["config"]["litellm_settings"]["mcp_tool_search"] = {
+            "embedding_model": "text-embedding-3-small",
+            "core_tools": ["treasury-get_rates"],
+        }
+
+        resp = client.get("/get/mcp_tool_search_settings")
+
+        assert resp.status_code == 200, resp.text
+        assert resp.json()["values"] == {
+            "embedding_model": "text-embedding-3-small",
+            "top_k": 5,
+            "similarity_threshold": 0.0,
+            "core_tools": ["treasury-get_rates"],
+        }
+        assert resp.json()["field_schema"]["properties"]["core_tools"]["type"] == "array"
+
+    def test_update_requires_proxy_admin(self, monkeypatch):
+        monkeypatch.setattr("litellm.proxy.proxy_server.store_model_in_db", True)
+        self._override_auth(LitellmUserRoles.INTERNAL_USER)
+        try:
+            resp = client.patch("/update/mcp_tool_search_settings", json={"top_k": 3})
+        finally:
+            app.dependency_overrides.clear()
+        assert resp.status_code == 403
+
+    def test_update_persists_and_applies_in_memory(self, mock_proxy_config, monkeypatch):
+        import litellm
+
+        monkeypatch.setattr("litellm.proxy.proxy_server.store_model_in_db", True)
+        monkeypatch.setattr(litellm, "mcp_tool_search", None)
+        self._override_auth(LitellmUserRoles.PROXY_ADMIN)
+        payload = {
+            "embedding_model": "text-embedding-3-small",
+            "top_k": 3,
+            "similarity_threshold": 0.25,
+            "core_tools": ["treasury-get_rates"],
+        }
+        try:
+            resp = client.patch("/update/mcp_tool_search_settings", json=payload)
+        finally:
+            app.dependency_overrides.clear()
+
+        assert resp.status_code == 200, resp.text
+        assert mock_proxy_config["save_call_count"]() == 1
+        assert litellm.mcp_tool_search == payload
+        assert mock_proxy_config["config"]["litellm_settings"]["mcp_tool_search"] == payload
+
+    def test_update_rejects_out_of_range_top_k(self, mock_proxy_config, monkeypatch):
+        monkeypatch.setattr("litellm.proxy.proxy_server.store_model_in_db", True)
+        self._override_auth(LitellmUserRoles.PROXY_ADMIN)
+        try:
+            resp = client.patch("/update/mcp_tool_search_settings", json={"top_k": 0})
+        finally:
+            app.dependency_overrides.clear()
+        assert resp.status_code == 422
+        assert mock_proxy_config["save_call_count"]() == 0
+
+
+def test_upload_logo_requires_proxy_admin(monkeypatch):
+    """Any authenticated key could previously write a file to the server's disk here."""
+    from litellm.proxy._types import UserAPIKeyAuth
+    from litellm.proxy.auth.user_api_key_auth import user_api_key_auth
+
+    async def _internal_user_auth():
+        return UserAPIKeyAuth(
+            user_id="internal-user-1",
+            api_key="hashed-internal-key",
+            user_role=LitellmUserRoles.INTERNAL_USER,
+        )
+
+    app.dependency_overrides[user_api_key_auth] = _internal_user_auth
+    try:
+        resp = client.post(
+            "/upload/logo",
+            files={"file": ("logo.png", b"\x89PNG\r\n\x1a\n" + b"x" * 32, "image/png")},
+        )
+        assert resp.status_code == 403
+        assert "proxy admin" in resp.json()["detail"].lower()
+    finally:
+        app.dependency_overrides.pop(user_api_key_auth, None)
+
+
+def test_upload_logo_allows_proxy_admin(monkeypatch, tmp_path):
+    from litellm.proxy._types import UserAPIKeyAuth
+    from litellm.proxy.auth.user_api_key_auth import user_api_key_auth
+
+    async def _admin_auth():
+        return UserAPIKeyAuth(
+            user_id="admin-1",
+            api_key="hashed-admin-key",
+            user_role=LitellmUserRoles.PROXY_ADMIN,
+        )
+
+    app.dependency_overrides[user_api_key_auth] = _admin_auth
+    try:
+        resp = client.post(
+            "/upload/logo",
+            files={"file": ("logo.png", b"\x89PNG\r\n\x1a\n" + b"x" * 32, "image/png")},
+        )
+        assert resp.status_code == 200, resp.text
+        assert resp.json()["status"] == "success"
+    finally:
+        app.dependency_overrides.pop(user_api_key_auth, None)
+        uploaded_path = resp.json().get("file_path")
+        if uploaded_path and os.path.exists(uploaded_path):
+            os.remove(uploaded_path)
+
+
 class TestPtuCostAttributionUISetting:
     """``enable_ptu_cost_attribution`` is derived from the environment on every GET.
 
diff --git a/tests/test_litellm/proxy/vector_store_endpoints/test_vector_store_access_control.py b/tests/test_litellm/proxy/vector_store_endpoints/test_vector_store_access_control.py
index 7d72121456a..93049b21460 100644
--- a/tests/test_litellm/proxy/vector_store_endpoints/test_vector_store_access_control.py
+++ b/tests/test_litellm/proxy/vector_store_endpoints/test_vector_store_access_control.py
@@ -120,9 +120,7 @@ async def test_delete_vector_store_checks_access():
             "team_id": "team_456",
         }
     )
-    mock_prisma.db.litellm_managedvectorstorestable.find_unique = AsyncMock(
-        return_value=mock_vector_store
-    )
+    mock_prisma.db.litellm_managedvectorstorestable.find_unique = AsyncMock(return_value=mock_vector_store)
 
     # User from different team should get 403
     user_api_key_dict = UserAPIKeyAuth(team_id="team_789")
@@ -134,9 +132,115 @@ async def test_delete_vector_store_checks_access():
     ):
         with patch("litellm.vector_store_registry", None):
             with pytest.raises(HTTPException) as exc_info:
-                await delete_vector_store(
-                    data=request, user_api_key_dict=user_api_key_dict
-                )
+                await delete_vector_store(data=request, user_api_key_dict=user_api_key_dict)
 
             assert exc_info.value.status_code == 403
             assert "Access denied" in exc_info.value.detail
+
+
+_UNSCOPED: LiteLLM_ManagedVectorStore = {
+    "vector_store_id": "vs_unscoped",
+    "custom_llm_provider": "openai",
+    "team_id": None,
+}
+_TEAM_A_OWNED: LiteLLM_ManagedVectorStore = {
+    "vector_store_id": "vs_team_a",
+    "custom_llm_provider": "openai",
+    "team_id": "team_a",
+}
+_UI_CREATED: LiteLLM_ManagedVectorStore = {
+    "vector_store_id": "vs_ui_created",
+    "custom_llm_provider": "openai",
+    "team_id": "litellm-dashboard",
+}
+
+
+async def _listed_ids(user_api_key_dict: UserAPIKeyAuth) -> list[str]:
+    from litellm.proxy.vector_store_endpoints.management_endpoints import (
+        list_vector_stores,
+    )
+
+    with patch(  # test-quality-ok: the list route reads rows through this module-level DB helper, no injection seam
+        "litellm.proxy.vector_store_endpoints.management_endpoints.VectorStoreRegistry._get_vector_stores_from_db",
+        new=AsyncMock(return_value=[_UNSCOPED, _TEAM_A_OWNED, _UI_CREATED]),
+    ):
+        response = await list_vector_stores(user_api_key_dict=user_api_key_dict)
+    return sorted(vs["vector_store_id"] for vs in response["data"])
+
+
+@pytest.mark.asyncio
+async def test_list_vector_stores_hides_ungranted_stores_from_non_admin_keys():
+    """A store with no team_id and no allowlist entry is not listed for a key it was never granted to;
+    only team ownership or an explicit object_permission grant makes a store visible."""
+    assert await _listed_ids(UserAPIKeyAuth()) == []
+    assert await _listed_ids(UserAPIKeyAuth(team_id="team_a")) == ["vs_team_a"]
+    assert await _listed_ids(
+        UserAPIKeyAuth(
+            team_id="team_b",
+            object_permission=LiteLLM_ObjectPermissionTable(object_permission_id="op-1", vector_stores=["vs_unscoped"]),
+        )
+    ) == ["vs_unscoped"]
+    assert await _listed_ids(
+        UserAPIKeyAuth(
+            team_id="team_b",
+            team_object_permission=LiteLLM_ObjectPermissionTable(
+                object_permission_id="op-2", vector_stores=["vs_unscoped"]
+            ),
+        )
+    ) == ["vs_unscoped"]
+    assert await _listed_ids(UserAPIKeyAuth(user_role=LitellmUserRoles.PROXY_ADMIN)) == [
+        "vs_team_a",
+        "vs_ui_created",
+        "vs_unscoped",
+    ]
+
+
+@pytest.mark.asyncio
+@pytest.mark.parametrize(
+    ("user_team_ids", "session_key_grants", "expected"),
+    [
+        ([], None, []),
+        ([], ["vs_unscoped"], ["vs_unscoped"]),
+        (["team_a"], None, ["vs_team_a"]),
+        (["team_a", "team_granted"], None, ["vs_team_a", "vs_unscoped"]),
+    ],
+)
+async def test_list_vector_stores_dashboard_session_resolves_real_teams(
+    user_team_ids: list[str], session_key_grants: list[str] | None, expected: list[str]
+):
+    """A dashboard session lists through the user's real teams plus the session key's own grants: stores created
+    from the dashboard (team_id litellm-dashboard) are not visible just because every session shares that team id,
+    while stores owned by or granted to one of the user's teams, or granted to the session key itself, are."""
+    from litellm.models.team import LiteLLM_TeamTableCachedObj
+
+    alice = UserAPIKeyAuth(
+        team_id="litellm-dashboard",
+        user_id="alice",
+        user_role=LitellmUserRoles.INTERNAL_USER,
+        object_permission=(
+            LiteLLM_ObjectPermissionTable(object_permission_id="op-4", vector_stores=session_key_grants)
+            if session_key_grants is not None
+            else None
+        ),
+    )
+    teams = {
+        "team_a": LiteLLM_TeamTableCachedObj(team_id="team_a"),
+        "team_granted": LiteLLM_TeamTableCachedObj(
+            team_id="team_granted",
+            object_permission=LiteLLM_ObjectPermissionTable(object_permission_id="op-3", vector_stores=["vs_unscoped"]),
+        ),
+    }
+
+    async def fake_get_team_object(team_id: str, **_kwargs: object) -> LiteLLM_TeamTableCachedObj:
+        return teams[team_id]
+
+    with (
+        patch(  # test-quality-ok: team rows come from the module-level prisma client, no injection seam
+            "litellm.proxy.auth.auth_checks.get_team_object", new=fake_get_team_object
+        ),
+        patch(  # test-quality-ok: the user row comes from the module-level prisma client, no injection seam
+            "litellm.proxy.vector_store_endpoints.utils.resolve_ui_session_team_ids",
+            new=AsyncMock(return_value=user_team_ids),
+        ),
+    ):
+        assert await _listed_ids(alice) == expected
diff --git a/tests/test_litellm/proxy/vector_store_endpoints/test_vector_store_endpoints.py b/tests/test_litellm/proxy/vector_store_endpoints/test_vector_store_endpoints.py
index eae6f90863a..1abbbe91e97 100644
--- a/tests/test_litellm/proxy/vector_store_endpoints/test_vector_store_endpoints.py
+++ b/tests/test_litellm/proxy/vector_store_endpoints/test_vector_store_endpoints.py
@@ -2,29 +2,24 @@ from datetime import datetime, timezone
 from unittest.mock import AsyncMock, MagicMock, patch
 
 import pytest
-from fastapi import Request
-
-
-from fastapi import HTTPException
+from fastapi import HTTPException, Request
 
 import litellm
 from litellm.integrations.vector_store_integrations.vector_store_pre_call_hook import (
     LiteLLM_ManagedVectorStore,
 )
+from litellm.llms.base_llm.vector_store.transformation import (
+    LiteLLMVectorStoreEmbeddingExecutor,
+    RouterVectorStoreEmbeddingExecutor,
+)
 from litellm.proxy._types import CommonProxyErrors, LitellmUserRoles, UserAPIKeyAuth
 from litellm.proxy.vector_store_endpoints.endpoints import (
     _update_request_data_with_litellm_managed_vector_store_registry,
     index_create,
     index_list,
 )
-from litellm.proxy.vector_store_files_endpoints.endpoints import (
-    _update_request_data_with_model_routing_hint,
-)
 from litellm.proxy.vector_store_endpoints.management_endpoints import (
     _check_vector_store_access,
-    _resolve_embedding_config,
-    _resolve_embedding_config_from_db,
-    _resolve_embedding_config_from_router,
     create_vector_store_in_db,
     new_vector_store,
 )
@@ -33,8 +28,12 @@ from litellm.proxy.vector_store_endpoints.utils import (
     is_allowed_to_call_vector_store_endpoint,
     is_allowed_to_call_vector_store_files_endpoint,
 )
+from litellm.proxy.vector_store_files_endpoints.endpoints import (
+    _update_request_data_with_model_routing_hint,
+)
+from litellm.types.utils import EmbeddingResponse, LlmProviders
 from litellm.types.vector_stores import IndexCreateRequest, IndexListResponse
-from litellm.types.utils import LlmProviders
+from litellm.vector_stores.main import _direct_vector_store_embedding_executor
 
 
 def _serialize_litellm_params(litellm_params):
@@ -51,17 +50,113 @@ def _serialize_litellm_params(litellm_params):
     return json.dumps(litellm_params or {})
 
 
-@pytest.fixture(autouse=True)
-def _reset_embedding_config_cache():
-    """The use-time embedding-config resolver caches results in process
-    memory across calls. Reset it before every test so the resolver
-    actually exercises the router/DB path under test instead of returning
-    a value cached by an earlier test."""
-    from litellm.proxy.vector_store_endpoints import management_endpoints
+def test_direct_vector_store_embedding_executor_rejects_invalid_value():
+    with pytest.raises(TypeError, match="Invalid direct vector store embedding executor"):
+        _direct_vector_store_embedding_executor(object(), None, {})
 
-    management_endpoints._embedding_config_cache = None
-    yield
-    management_endpoints._embedding_config_cache = None
+
+def test_router_vector_store_search_injects_executor_and_request_metadata():
+    router = litellm.Router(model_list=[])
+    original = MagicMock(return_value="searched")
+    wrapped = router.factory_function(original, call_type="vector_store_search")
+
+    assert (
+        wrapped(
+            vector_store_id="store",
+            query="query",
+            custom_llm_provider="valkey",
+            litellm_metadata={"user_api_key_team_id": "team-a"},
+        )
+        == "searched"
+    )
+
+    call_kwargs = original.call_args.kwargs
+    assert call_kwargs["custom_llm_provider"] == "valkey"
+    executor = call_kwargs["_direct_vector_store_embedding_executor"]
+    assert isinstance(executor, RouterVectorStoreEmbeddingExecutor)
+    assert executor.metadata == {"user_api_key_team_id": "team-a"}
+    assert litellm.Router._vector_store_request_metadata({"metadata": {"user_api_key_team_id": "team-b"}}) == {
+        "user_api_key_team_id": "team-b"
+    }
+    assert litellm.Router._vector_store_request_metadata({}) == {}
+
+    with patch.object(  # test-quality-ok: fallback dispatch is the boundary this wrapper delegates to
+        router, "_generic_api_call_with_fallbacks", return_value="routed"
+    ) as fallback:
+        assert wrapped(model="vector-alias", vector_store_id="store", query="query") == "routed"
+    assert fallback.call_args.kwargs["model"] == "vector-alias"
+    assert fallback.call_args.kwargs["original_function"] is original
+
+    create_original = MagicMock(return_value="created")
+    wrapped_create = router.factory_function(create_original, call_type="vector_store_create")
+    assert wrapped_create(name="store") == "created"
+    create_original.assert_called_once_with(name="store")
+    with patch.object(  # test-quality-ok: fallback dispatch is the boundary this wrapper delegates to
+        router, "_generic_api_call_with_fallbacks", return_value="created-through-router"
+    ) as fallback:
+        assert wrapped_create(model="vector-alias", name="store") == "created-through-router"
+    fallback.assert_called_once_with(original_function=create_original, model="vector-alias", name="store")
+
+
+@pytest.mark.asyncio
+async def test_vector_store_embedding_executors_preserve_explicit_configuration():
+    response = EmbeddingResponse(data=[{"embedding": [0.1], "index": 0, "object": "embedding"}])
+    sdk_executor = LiteLLMVectorStoreEmbeddingExecutor()
+
+    with (
+        patch(  # test-quality-ok: isolates SDK dispatch from external embedding providers
+            "litellm.embedding", return_value=response
+        ) as embedding,
+        patch(  # test-quality-ok: isolates async SDK dispatch from external embedding providers
+            "litellm.aembedding", new=AsyncMock(return_value=response)
+        ) as aembedding,
+    ):
+        assert sdk_executor.embed("openai/model", "sync", {"api_key": "explicit"}) is response
+        assert await sdk_executor.aembed("openai/model", "async", {"api_key": "explicit"}) is response
+
+    embedding.assert_called_once_with(model="openai/model", input=["sync"], api_key="explicit")
+    aembedding.assert_awaited_once_with(model="openai/model", input=["async"], api_key="explicit")
+
+    mock_router = MagicMock()
+    mock_router.embedding.return_value = response
+    mock_router.aembedding = AsyncMock(return_value=response)
+    router_executor = RouterVectorStoreEmbeddingExecutor(
+        router=mock_router,
+        metadata={"user_api_key_team_id": "team-a"},
+    )
+
+    assert router_executor.embed("team-alias", "query", {}) is response
+    mock_router.embedding.assert_called_once_with(
+        model="team-alias",
+        input=["query"],
+        metadata={"user_api_key_team_id": "team-a"},
+    )
+
+    with (
+        patch(  # test-quality-ok: verifies explicit store configuration at the SDK boundary
+            "litellm.embedding", return_value=response
+        ) as explicit_embedding,
+        patch(  # test-quality-ok: verifies async explicit store configuration at the SDK boundary
+            "litellm.aembedding", new=AsyncMock(return_value=response)
+        ) as explicit_aembedding,
+    ):
+        assert router_executor.embed("openai/model", "query", {"api_key": "store-key"}) is response
+        assert await router_executor.aembed("openai/model", "query", {"api_key": "store-key"}) is response
+
+    explicit_embedding.assert_not_called()
+    explicit_aembedding.assert_not_awaited()
+    assert mock_router.embedding.call_args.kwargs == {
+        "model": "openai/model",
+        "input": ["query"],
+        "api_key": "store-key",
+        "metadata": {"user_api_key_team_id": "team-a"},
+    }
+    mock_router.aembedding.assert_awaited_once_with(
+        model="openai/model",
+        input=["query"],
+        api_key="store-key",
+        metadata={"user_api_key_team_id": "team-a"},
+    )
 
 
 @pytest.mark.asyncio
@@ -82,10 +177,11 @@ async def test_router_avector_store_search_passes_correct_args():
         }
 
         # Call router's avector_store_search
-        result = await router.avector_store_search(
+        await router.avector_store_search(
             vector_store_id="test_store_id",
             query="test query",
             custom_llm_provider="bedrock",
+            metadata={"user_api_key_team_id": "team-a"},
         )
 
         # Verify the internal method was called with correct args
@@ -96,6 +192,38 @@ async def test_router_avector_store_search_passes_correct_args():
         assert call_args[1]["vector_store_id"] == "test_store_id"
         assert call_args[1]["query"] == "test query"
         assert call_args[1]["custom_llm_provider"] == "bedrock"
+        executor = call_args[1]["_direct_vector_store_embedding_executor"]
+        assert isinstance(executor, RouterVectorStoreEmbeddingExecutor)
+        assert executor.metadata["user_api_key_team_id"] == "team-a"
+
+
+@pytest.mark.asyncio
+async def test_vector_store_embedding_executor_uses_team_scoped_router_deployment():
+    router = litellm.Router(
+        model_list=[
+            {
+                "model_name": "shared-embedding",
+                "litellm_params": {"model": "openai/text-embedding-3-small", "api_key": "team-a-key"},
+                "model_info": {"team_id": "team-a", "team_public_model_name": "shared-embedding"},
+            },
+            {
+                "model_name": "shared-embedding",
+                "litellm_params": {"model": "openai/text-embedding-3-small", "api_key": "team-b-key"},
+                "model_info": {"team_id": "team-b", "team_public_model_name": "shared-embedding"},
+            },
+        ]
+    )
+    executor = RouterVectorStoreEmbeddingExecutor(
+        router=router,
+        metadata={"user_api_key_team_id": "team-b"},
+    )
+    response = EmbeddingResponse(data=[{"embedding": [0.1], "index": 0, "object": "embedding"}])
+
+    with patch("litellm.aembedding", new=AsyncMock(return_value=response)) as mock_aembedding:
+        result = await executor.aembed("shared-embedding", "query", {})
+
+    assert result is response
+    assert mock_aembedding.await_args.kwargs["api_key"] == "team-b-key"
 
 
 @pytest.mark.asyncio
@@ -502,91 +630,30 @@ async def test_update_request_data_with_litellm_managed_vector_store_registry():
 
 
 @pytest.mark.asyncio
-async def test_update_request_data_resolves_embedding_config_at_use_time():
-    """When the persisted vector store row carries only a
-    ``litellm_embedding_model`` reference (the new behaviour after
-    moving the auto-resolve out of write time), the request-handling
-    layer must resolve the embedding config so the downstream embed
-    call still has ``api_key`` / ``api_base`` / ``api_version``. The
-    resolved config lives in this per-request data dict only — never
-    persisted."""
-    mock_vector_store: LiteLLM_ManagedVectorStore = {
+async def test_managed_vector_store_keeps_embedding_reference_and_explicit_config():
+    explicit_config = {"api_key": "store-specific-key", "api_base": "https://embedding.example"}
+    managed_vector_store: LiteLLM_ManagedVectorStore = {
         "vector_store_id": "test_store",
-        "custom_llm_provider": "azure_ai",
+        "custom_llm_provider": "valkey",
         "litellm_params": {
-            "litellm_embedding_model": "azure/text-embedding-3-large",
-            # Note: no litellm_embedding_config persisted
+            "litellm_embedding_model": "team-embedding-alias",
+            "litellm_embedding_config": explicit_config,
         },
     }
-
     mock_registry = MagicMock()
-    mock_registry.get_litellm_managed_vector_store_from_registry.return_value = (
-        mock_vector_store
-    )
+    mock_registry.get_litellm_managed_vector_store_from_registry.return_value = managed_vector_store
 
-    resolved = {
-        "api_key": "use-time-resolved-key",
-        "api_base": "https://my-azure.example",
-        "api_version": "2024-09-01",
-    }
-
-    with (
-        patch.object(litellm, "vector_store_registry", mock_registry),
-        patch(
-            "litellm.proxy.vector_store_endpoints.endpoints._resolve_embedding_config",
-            new=AsyncMock(return_value=resolved),
-        ),
-    ):
+    with patch.object(litellm, "vector_store_registry", mock_registry):
         result = await _update_request_data_with_litellm_managed_vector_store_registry(
-            data={}, vector_store_id="test_store"
+            data={},
+            vector_store_id="test_store",
         )
 
-    assert result["litellm_embedding_model"] == "azure/text-embedding-3-large"
-    assert result["litellm_embedding_config"] == resolved
+    assert result["litellm_embedding_model"] == "team-embedding-alias"
+    assert result["litellm_embedding_config"] == explicit_config
+    assert managed_vector_store["litellm_params"]["litellm_embedding_config"] == explicit_config
 
 
-@pytest.mark.asyncio
-async def test_update_request_data_passes_through_legacy_embedding_config():
-    """A vector store row created by an older proxy version may already
-    carry a fully-resolved ``litellm_embedding_config`` in its persisted
-    ``litellm_params`` (the very leak this PR closes). Those legacy rows
-    must still work — the use-time resolver skips re-resolution when
-    the config is already present so the embed call keeps succeeding."""
-    legacy_config = {
-        "api_key": "legacy-cleartext-key",
-        "api_base": "https://legacy-azure.example",
-        "api_version": "2024-01-01",
-    }
-    mock_vector_store: LiteLLM_ManagedVectorStore = {
-        "vector_store_id": "legacy_store",
-        "custom_llm_provider": "azure_ai",
-        "litellm_params": {
-            "litellm_embedding_model": "azure/text-embedding-3-large",
-            "litellm_embedding_config": legacy_config,
-        },
-    }
-
-    mock_registry = MagicMock()
-    mock_registry.get_litellm_managed_vector_store_from_registry.return_value = (
-        mock_vector_store
-    )
-
-    resolve_mock = AsyncMock()
-
-    with (
-        patch.object(litellm, "vector_store_registry", mock_registry),
-        patch(
-            "litellm.proxy.vector_store_endpoints.endpoints._resolve_embedding_config",
-            new=resolve_mock,
-        ),
-    ):
-        result = await _update_request_data_with_litellm_managed_vector_store_registry(
-            data={}, vector_store_id="legacy_store"
-        )
-
-    assert result["litellm_embedding_config"] == legacy_config
-    resolve_mock.assert_not_awaited()
-
 
 class TestCheckVectorStorePermission:
     """Test suite for check_vector_store_permission function."""
@@ -2003,57 +2070,7 @@ async def test_vector_store_update_and_list_synchronization():
 
 
 @pytest.mark.asyncio
-async def test_resolve_embedding_config_from_db():
-    """Test that _resolve_embedding_config_from_db correctly resolves embedding config from database."""
-    mock_prisma_client = MagicMock()
-
-    # Mock database model with litellm_params
-    mock_db_model = MagicMock()
-    mock_db_model.litellm_params = {
-        "api_key": "test-api-key",
-        "api_base": "https://api.openai.com",
-        "api_version": "2024-01-01",
-    }
-
-    mock_prisma_client.db.litellm_proxymodeltable.find_first = AsyncMock(
-        return_value=mock_db_model
-    )
-
-    with patch(
-        "litellm.proxy.vector_store_endpoints.management_endpoints.decrypt_value_helper",
-        side_effect=lambda value, key, return_original_value: value,
-    ):
-        result = await _resolve_embedding_config_from_db(
-            embedding_model="text-embedding-ada-002", prisma_client=mock_prisma_client
-        )
-
-    assert result is not None
-    assert result["api_key"] == "test-api-key"
-    assert result["api_base"] == "https://api.openai.com"
-    assert result["api_version"] == "2024-01-01"
-    mock_prisma_client.db.litellm_proxymodeltable.find_first.assert_called_once_with(
-        where={"model_name": "text-embedding-ada-002"}
-    )
-
-    # Test with empty embedding_model
-    result_empty = await _resolve_embedding_config_from_db(
-        embedding_model="", prisma_client=mock_prisma_client
-    )
-    assert result_empty is None
-
-    # Test with model not found
-    mock_prisma_client.db.litellm_proxymodeltable.find_first = AsyncMock(
-        return_value=None
-    )
-    result_not_found = await _resolve_embedding_config_from_db(
-        embedding_model="non-existent-model", prisma_client=mock_prisma_client
-    )
-    assert result_not_found is None
-
-
-@pytest.mark.asyncio
-async def test_new_vector_store_auto_resolves_embedding_config():
-    """Test that new_vector_store auto-resolves embedding config when embedding_model is provided but config is not."""
+async def test_new_vector_store_persists_embedding_reference_without_credentials():
     import json
 
     from litellm.types.vector_stores import LiteLLM_ManagedVectorStore
@@ -2070,14 +2087,6 @@ async def test_new_vector_store_auto_resolves_embedding_config():
         },
     }
 
-    # Mock database model lookup for embedding config resolution
-    mock_db_model = MagicMock()
-    mock_db_model.litellm_params = {
-        "api_key": "resolved-api-key",
-        "api_base": "https://api.openai.com",
-        "api_version": "2024-01-01",
-    }
-
     # Mock user API key
     mock_user_api_key = MagicMock(spec=UserAPIKeyAuth)
     mock_user_api_key.user_role = None
@@ -2088,10 +2097,6 @@ async def test_new_vector_store_auto_resolves_embedding_config():
     mock_prisma_client.db.litellm_managedvectorstorestable.find_unique = AsyncMock(
         return_value=None  # Vector store doesn't exist yet
     )
-    mock_prisma_client.db.litellm_proxymodeltable.find_first = AsyncMock(
-        return_value=mock_db_model
-    )
-
     # Track what was passed to create
     captured_create_data = {}
 
@@ -2112,261 +2117,21 @@ async def test_new_vector_store_auto_resolves_embedding_config():
     mock_registry = MagicMock()
     mock_registry.add_vector_store_to_registry = MagicMock()
 
-    # Mock router to return None (so it falls back to DB resolution)
-    mock_router = MagicMock()
-    mock_router.get_deployment_by_model_group_name.return_value = None
-
     with (
         patch("litellm.proxy.proxy_server.prisma_client", mock_prisma_client),
-        patch("litellm.proxy.proxy_server.llm_router", mock_router),
-        patch(
-            "litellm.proxy.vector_store_endpoints.management_endpoints.decrypt_value_helper",
-            side_effect=lambda value, key, return_original_value: value,
-        ),
         patch.object(litellm, "vector_store_registry", mock_registry),
     ):
-        result = await new_vector_store(
-            vector_store=vector_store_data, user_api_key_dict=mock_user_api_key
-        )
+        result = await new_vector_store(vector_store=vector_store_data, user_api_key_dict=mock_user_api_key)
 
     assert result["status"] == "success"
-    # Auto-resolve no longer happens at create time — the persisted row
-    # carries only the model reference, never the resolved cleartext
-    # credential. Resolution now happens at request-handling time inside
-    # ``_update_request_data_with_litellm_managed_vector_store_registry``,
-    # where the resolved config lives in per-request memory and is never
-    # written to the database.
     litellm_params_json = captured_create_data.get("litellm_params")
     assert litellm_params_json is not None
     litellm_params_dict = json.loads(litellm_params_json)
     assert "litellm_embedding_config" not in litellm_params_dict
     assert litellm_params_dict["litellm_embedding_model"] == "text-embedding-ada-002"
 
-    # The response must also not echo a cleartext credential — even on
-    # the create response, where redaction guards against caller-supplied
-    # cleartext or pre-existing rows that were created by an earlier
-    # proxy version.
     response_vs = result["vector_store"]
-    assert "resolved-api-key" not in _serialize_litellm_params(
-        response_vs.get("litellm_params")
-    )
-
-
-def test_resolve_embedding_config_from_router():
-    """Test that _resolve_embedding_config_from_router correctly extracts credentials from config-defined models."""
-    from litellm.types.router import Deployment, LiteLLM_Params
-
-    # Create a mock router with a model
-    mock_router = MagicMock()
-
-    # Create a mock deployment with litellm_params
-    mock_litellm_params = MagicMock(spec=LiteLLM_Params)
-    mock_litellm_params.api_key = "config-api-key"
-    mock_litellm_params.api_base = "https://config-api-base.com"
-    mock_litellm_params.api_version = "2024-02-01"
-
-    mock_deployment = MagicMock(spec=Deployment)
-    mock_deployment.litellm_params = mock_litellm_params
-
-    mock_router.get_deployment_by_model_group_name.return_value = mock_deployment
-
-    # Test resolution
-    result = _resolve_embedding_config_from_router(
-        embedding_model="text-embedding-ada-002", llm_router=mock_router
-    )
-
-    assert result is not None
-    assert result["api_key"] == "config-api-key"
-    assert result["api_base"] == "https://config-api-base.com"
-    assert result["api_version"] == "2024-02-01"
-
-    mock_router.get_deployment_by_model_group_name.assert_called_once_with(
-        model_group_name="text-embedding-ada-002"
-    )
-
-
-def test_resolve_embedding_config_from_router_with_provider_prefix():
-    """Test that _resolve_embedding_config_from_router handles provider prefixes like 'azure/model-name'."""
-    from litellm.types.router import Deployment, LiteLLM_Params
-
-    # Create a mock router
-    mock_router = MagicMock()
-
-    # Create a mock deployment
-    mock_litellm_params = MagicMock(spec=LiteLLM_Params)
-    mock_litellm_params.api_key = "azure-api-key"
-    mock_litellm_params.api_base = "https://azure-endpoint.openai.azure.com"
-    mock_litellm_params.api_version = "2024-02-15"
-
-    mock_deployment = MagicMock(spec=Deployment)
-    mock_deployment.litellm_params = mock_litellm_params
-
-    # First call with full name returns None, second call with stripped name returns deployment
-    mock_router.get_deployment_by_model_group_name.side_effect = [None, mock_deployment]
-
-    result = _resolve_embedding_config_from_router(
-        embedding_model="azure/text-embedding-3-large", llm_router=mock_router
-    )
-
-    assert result is not None
-    assert result["api_key"] == "azure-api-key"
-    assert result["api_base"] == "https://azure-endpoint.openai.azure.com"
-    assert result["api_version"] == "2024-02-15"
-
-    # Should have tried both the full name and stripped name
-    assert mock_router.get_deployment_by_model_group_name.call_count == 2
-
-
-def test_resolve_embedding_config_from_router_returns_none_when_not_found():
-    """Test that _resolve_embedding_config_from_router returns None when model is not in router."""
-    mock_router = MagicMock()
-    mock_router.get_deployment_by_model_group_name.return_value = None
-
-    result = _resolve_embedding_config_from_router(
-        embedding_model="nonexistent-model", llm_router=mock_router
-    )
-
-    assert result is None
-
-
-def test_resolve_embedding_config_from_router_handles_os_environ():
-    """Test that _resolve_embedding_config_from_router handles os.environ/ prefixed values."""
-    from litellm.types.router import Deployment, LiteLLM_Params
-
-    mock_router = MagicMock()
-
-    mock_litellm_params = MagicMock(spec=LiteLLM_Params)
-    mock_litellm_params.api_key = "os.environ/OPENAI_API_KEY"
-    mock_litellm_params.api_base = "https://direct-url.com"
-    mock_litellm_params.api_version = None
-
-    mock_deployment = MagicMock(spec=Deployment)
-    mock_deployment.litellm_params = mock_litellm_params
-
-    mock_router.get_deployment_by_model_group_name.return_value = mock_deployment
-
-    with patch(
-        "litellm.proxy.vector_store_endpoints.management_endpoints.get_secret",
-        return_value="resolved-from-env",
-    ) as mock_get_secret:
-        result = _resolve_embedding_config_from_router(
-            embedding_model="text-embedding-ada-002", llm_router=mock_router
-        )
-
-    assert result is not None
-    assert result["api_key"] == "resolved-from-env"
-    assert result["api_base"] == "https://direct-url.com"
-    assert "api_version" not in result
-
-    mock_get_secret.assert_called_once_with("os.environ/OPENAI_API_KEY")
-
-
-@pytest.mark.asyncio
-async def test_resolve_embedding_config_tries_router_then_db():
-    """Test that _resolve_embedding_config tries router first, then falls back to DB."""
-    from litellm.types.router import Deployment, LiteLLM_Params
-
-    mock_prisma_client = MagicMock()
-    mock_router = MagicMock()
-
-    # Router has the model
-    mock_litellm_params = MagicMock(spec=LiteLLM_Params)
-    mock_litellm_params.api_key = "router-api-key"
-    mock_litellm_params.api_base = "https://router-api-base.com"
-    mock_litellm_params.api_version = None
-
-    mock_deployment = MagicMock(spec=Deployment)
-    mock_deployment.litellm_params = mock_litellm_params
-
-    mock_router.get_deployment_by_model_group_name.return_value = mock_deployment
-
-    # DB should NOT be called since router has the model
-    mock_prisma_client.db.litellm_proxymodeltable.find_first = AsyncMock()
-
-    result = await _resolve_embedding_config(
-        embedding_model="text-embedding-ada-002",
-        prisma_client=mock_prisma_client,
-        llm_router=mock_router,
-    )
-
-    assert result is not None
-    assert result["api_key"] == "router-api-key"
-
-    # DB should NOT have been called since router found the model
-    mock_prisma_client.db.litellm_proxymodeltable.find_first.assert_not_called()
-
-
-@pytest.mark.asyncio
-async def test_resolve_embedding_config_caches_result():
-    """The first lookup should hit the router/DB; subsequent lookups for
-    the same model name should return the cached value without touching
-    the router or the database."""
-    from litellm.types.router import Deployment, LiteLLM_Params
-
-    mock_prisma_client = MagicMock()
-    mock_router = MagicMock()
-
-    mock_litellm_params = MagicMock(spec=LiteLLM_Params)
-    mock_litellm_params.api_key = "router-api-key"
-    mock_litellm_params.api_base = "https://router-api-base.com"
-    mock_litellm_params.api_version = None
-
-    mock_deployment = MagicMock(spec=Deployment)
-    mock_deployment.litellm_params = mock_litellm_params
-    mock_router.get_deployment_by_model_group_name.return_value = mock_deployment
-
-    first = await _resolve_embedding_config(
-        embedding_model="cached-model",
-        prisma_client=mock_prisma_client,
-        llm_router=mock_router,
-    )
-    assert first is not None
-    assert mock_router.get_deployment_by_model_group_name.call_count == 1
-
-    second = await _resolve_embedding_config(
-        embedding_model="cached-model",
-        prisma_client=mock_prisma_client,
-        llm_router=mock_router,
-    )
-    assert second == first
-    # Router (and by extension the DB) was not consulted again.
-    assert mock_router.get_deployment_by_model_group_name.call_count == 1
-
-
-@pytest.mark.asyncio
-async def test_resolve_embedding_config_falls_back_to_db():
-    """Test that _resolve_embedding_config falls back to DB when router doesn't have the model."""
-    mock_prisma_client = MagicMock()
-    mock_router = MagicMock()
-
-    # Router doesn't have the model
-    mock_router.get_deployment_by_model_group_name.return_value = None
-
-    # DB has the model
-    mock_db_model = MagicMock()
-    mock_db_model.litellm_params = {
-        "api_key": "db-api-key",
-        "api_base": "https://db-api-base.com",
-    }
-    mock_prisma_client.db.litellm_proxymodeltable.find_first = AsyncMock(
-        return_value=mock_db_model
-    )
-
-    with patch(
-        "litellm.proxy.vector_store_endpoints.management_endpoints.decrypt_value_helper",
-        side_effect=lambda value, key, return_original_value: value,
-    ):
-        result = await _resolve_embedding_config(
-            embedding_model="text-embedding-ada-002",
-            prisma_client=mock_prisma_client,
-            llm_router=mock_router,
-        )
-
-    assert result is not None
-    assert result["api_key"] == "db-api-key"
-
-    # DB should have been called since router didn't find the model
-    mock_prisma_client.db.litellm_proxymodeltable.find_first.assert_called()
+    assert "api_key" not in _serialize_litellm_params(response_vs.get("litellm_params"))
 
 
 @pytest.mark.asyncio
@@ -2425,9 +2190,7 @@ async def test_new_vector_store_auto_resolves_from_router():
         }
         return mock_created_vector_store
 
-    mock_prisma_client.db.litellm_managedvectorstorestable.create = AsyncMock(
-        side_effect=mock_create
-    )
+    mock_prisma_client.db.litellm_managedvectorstorestable.create = AsyncMock(side_effect=mock_create)
 
     mock_registry = MagicMock()
     mock_registry.add_vector_store_to_registry = MagicMock()
@@ -3158,3 +2921,35 @@ class TestAzureAIAnalyzeNamedIndexClassification:
             user_api_key_dict=self._team_member("analyze", ["read"]),
         )
         assert result is True
+
+
+@pytest.mark.parametrize(
+    "blocked_key",
+    ["embedding_model", "litellm_embedding_model", "litellm_embedding_config", "litellm_credential_name"],
+)
+def test_vector_store_search_rejects_caller_embedding_selection_params(blocked_key):
+    """
+    Regression: the search request body must not pick the embedding model or
+    credential used to embed the query. Those resolve through the Router with
+    the proxy's credentials, bypassing the key's model permissions, so they may
+    only come from the managed store's server-side registration.
+    """
+    from fastapi.testclient import TestClient
+
+    from litellm.proxy.auth.user_api_key_auth import user_api_key_auth
+    from litellm.proxy.proxy_server import app
+
+    mock_auth = UserAPIKeyAuth(user_id="test_internal_user", user_role=LitellmUserRoles.INTERNAL_USER.value)
+    original_overrides = app.dependency_overrides.copy()
+    app.dependency_overrides[user_api_key_auth] = lambda: mock_auth
+    try:
+        client = TestClient(app)
+        response = client.post(
+            "/v1/vector_stores/s3-store/search",
+            json={"query": "hello", blocked_key: "attacker-choice"},
+        )
+    finally:
+        app.dependency_overrides = original_overrides
+
+    assert response.status_code == 400, response.json()
+    assert blocked_key in str(response.json())
diff --git a/tests/test_litellm/rag/test_main.py b/tests/test_litellm/rag/test_main.py
index 2d1b460513f..51d03544910 100644
--- a/tests/test_litellm/rag/test_main.py
+++ b/tests/test_litellm/rag/test_main.py
@@ -259,6 +259,135 @@ async def test_aquery_streaming_bills_sub_call_costs_into_final_event():
     assert standard_logging_object["response_cost"] >= 0.003
 
 
+@pytest.mark.asyncio
+async def test_aquery_forwards_provider_retrieval_config_and_router_to_search():
+    """
+    Regression: provider-specific retrieval_config keys (aws_region_name,
+    embedding_model, vector_bucket_name, ...) and the router must be forwarded
+    to the vector store search call. Pre-fix they were silently dropped, so
+    /v1/rag/query failed with provider config errors (e.g. S3 Vectors
+    "aws_region_name is required") even when the caller supplied them.
+    """
+    from unittest.mock import AsyncMock
+
+    from litellm.types.vector_stores import VectorStoreSearchResponse
+
+    router = litellm.Router(
+        model_list=[
+            {
+                "model_name": "gpt-4o-mini",
+                "litellm_params": {"model": "openai/gpt-4o-mini", "api_key": "test-key"},
+            }
+        ]
+    )
+
+    fake_search = AsyncMock(
+        return_value=VectorStoreSearchResponse(
+            object="vector_store.search_results.page", search_query="q", data=[]
+        )
+    )
+    with patch("litellm.vector_stores.asearch", new=fake_search):  # test-quality-ok: asearch is the boundary the forwarding contract under test targets
+        response = await litellm.aquery(
+            model="gpt-4o-mini",
+            messages=[{"role": "user", "content": "hello"}],
+            retrieval_config={
+                "vector_store_id": "bkt:idx",
+                "custom_llm_provider": "s3_vectors",
+                "top_k": 5,
+                "aws_region_name": "eu-west-1",
+                "embedding_model": "my-embed",
+                "vector_bucket_name": "bkt",
+            },
+            router=router,
+            mock_response="hi",
+        )
+
+    assert isinstance(response, ModelResponse)
+    fake_search.assert_awaited_once()
+    search_kwargs = fake_search.await_args.kwargs
+    assert search_kwargs["vector_store_id"] == "bkt:idx"
+    assert search_kwargs["custom_llm_provider"] == "s3_vectors"
+    assert search_kwargs["max_num_results"] == 5
+    assert search_kwargs["router"] is router
+    # provider-specific extras forwarded
+    assert search_kwargs["aws_region_name"] == "eu-west-1"
+    assert search_kwargs["embedding_model"] == "my-embed"
+    assert search_kwargs["vector_bucket_name"] == "bkt"
+    # consumed keys are not duplicated into the spread
+    assert "top_k" not in search_kwargs
+
+
+@pytest.mark.asyncio
+async def test_aquery_minimal_retrieval_config_forwards_no_extras():
+    """
+    A minimal retrieval_config must not leak consumed keys (or invent extras)
+    into the vector store search call.
+    """
+    from unittest.mock import AsyncMock
+
+    from litellm.types.vector_stores import VectorStoreSearchResponse
+
+    fake_search = AsyncMock(
+        return_value=VectorStoreSearchResponse(
+            object="vector_store.search_results.page", search_query="q", data=[]
+        )
+    )
+    with patch("litellm.vector_stores.asearch", new=fake_search):  # test-quality-ok: asearch is the boundary the forwarding contract under test targets
+        await litellm.aquery(
+            model="gpt-4o-mini",
+            messages=[{"role": "user", "content": "hello"}],
+            retrieval_config={"vector_store_id": "vs_test_123", "custom_llm_provider": "openai"},
+            mock_response="hi",
+        )
+
+    fake_search.assert_awaited_once()
+    search_kwargs = fake_search.await_args.kwargs
+    assert search_kwargs["vector_store_id"] == "vs_test_123"
+    assert search_kwargs["custom_llm_provider"] == "openai"
+    assert search_kwargs["router"] is None
+    leaked = {"top_k", "filters", "retrieval_filter", "aws_region_name", "embedding_model", "vector_bucket_name"}
+    assert not (leaked & set(search_kwargs.keys()))
+
+
+@pytest.mark.asyncio
+async def test_aquery_does_not_forward_connection_override_keys_to_search():
+    """
+    Only allowlisted retrieval_config keys may reach the vector store search
+    call. Caller-controlled connection overrides (api_base, api_key, arbitrary
+    extras) must be dropped, otherwise a caller could redirect store
+    credentials to an attacker-chosen host.
+    """
+    from unittest.mock import AsyncMock
+
+    from litellm.types.vector_stores import VectorStoreSearchResponse
+
+    fake_search = AsyncMock(
+        return_value=VectorStoreSearchResponse(
+            object="vector_store.search_results.page", search_query="q", data=[]
+        )
+    )
+    with patch("litellm.vector_stores.asearch", new=fake_search):  # test-quality-ok: asearch is the boundary the forwarding contract under test targets
+        await litellm.aquery(
+            model="gpt-4o-mini",
+            messages=[{"role": "user", "content": "hello"}],
+            retrieval_config={
+                "vector_store_id": "bkt:idx",
+                "custom_llm_provider": "s3_vectors",
+                "aws_region_name": "eu-west-1",
+                "api_base": "https://attacker.example.com",
+                "api_key": "attacker-key",
+                "arbitrary_extra": "nope",
+            },
+            mock_response="hi",
+        )
+
+    fake_search.assert_awaited_once()
+    search_kwargs = fake_search.await_args.kwargs
+    assert search_kwargs["aws_region_name"] == "eu-west-1"
+    blocked = {"api_base", "api_key", "arbitrary_extra"}
+    assert not (blocked & set(search_kwargs.keys()))
+
+
 def test_rag_call_types_are_registered():
     """
     query/aquery/ingest/aingest are @client-decorated entry points, so their
diff --git a/tests/test_litellm/realtime_api/test_main.py b/tests/test_litellm/realtime_api/test_main.py
index a3dd5688ad1..761e87ac764 100644
--- a/tests/test_litellm/realtime_api/test_main.py
+++ b/tests/test_litellm/realtime_api/test_main.py
@@ -1,6 +1,7 @@
 import asyncio
 import time
 from types import TracebackType
+from typing import Final
 from unittest.mock import MagicMock, patch
 
 
@@ -294,3 +295,39 @@ async def test_azure_health_check_honors_deployment_realtime_protocol():
             model_params={"realtime_protocol": "GA"},
         )
     assert connect.url == "wss://my-endpoint.openai.azure.com/openai/v1/realtime?model=gpt-4o-realtime-preview"
+
+
+class _ConnectThatStopsAfterCapturingTheUrl:
+    url: str | None = None
+
+    def __call__(self, url: str, **kwargs: object) -> "_ConnectThatStopsAfterCapturingTheUrl":
+        self.url = url
+        return self
+
+    async def __aenter__(self) -> None:
+        raise RuntimeError("backend url captured, nothing to bridge")
+
+    async def __aexit__(
+        self,
+        exc_type: type[BaseException] | None,
+        exc: BaseException | None,
+        tb: TracebackType | None,
+    ) -> None:
+        return None
+
+
+@pytest.mark.asyncio
+async def test_arealtime_azure_ai_on_a_foundry_host_connects_to_the_azure_openai_realtime_route():
+    connect: Final = _ConnectThatStopsAfterCapturingTheUrl()
+    with patch("websockets.connect", connect):
+        await realtime_main._arealtime.__wrapped__(
+            model="azure_ai/gpt-realtime-mini",
+            websocket=MagicMock(),
+            api_base="https://my-project.services.ai.azure.com",
+            api_key="fake-key",
+            litellm_logging_obj=FakeLogging(),
+        )
+    assert connect.url == (
+        "wss://my-project.services.ai.azure.com/openai/realtime"
+        "?api-version=2024-10-01-preview&deployment=gpt-realtime-mini"
+    )
diff --git a/tests/test_litellm/rerank_api/test_main.py b/tests/test_litellm/rerank_api/test_main.py
index 587be59c550..2b6cfeda2c2 100644
--- a/tests/test_litellm/rerank_api/test_main.py
+++ b/tests/test_litellm/rerank_api/test_main.py
@@ -111,6 +111,99 @@ def test_together_rerank_honors_api_base(respx_mock: respx.MockRouter):
     assert mock_route.calls[0].request.headers["authorization"] == "Bearer fake-together-key"
 
 
+DASHSCOPE_404_BODY = {
+    "error": {
+        "message": "The model `does-not-exist` does not exist or you do not have access to it.",
+        "type": "invalid_request_error",
+        "param": None,
+        "code": "model_not_found",
+    },
+    "request_id": "mock-request-id",
+}
+
+
+def test_rerank_error_names_provider_and_keeps_body(respx_mock: respx.MockRouter, monkeypatch):
+    """Regression for the rerank error path mapping with the unresolved provider param:
+    a provider 404 surfaced as 'None - ' instead of naming the provider and its error body."""
+    monkeypatch.delenv("DASHSCOPE_API_BASE", raising=False)
+    monkeypatch.delenv("DASHSCOPE_API_BASE_RERANK", raising=False)
+
+    mock_route = respx_mock.post("https://dashscope.example/v1/reranks")
+    mock_route.return_value = httpx.Response(404, json=DASHSCOPE_404_BODY)
+
+    with pytest.raises(litellm.NotFoundError) as exc_info:
+        litellm.rerank(
+            model="dashscope/does-not-exist",
+            query=MARKER_QUERY,
+            documents=[MARKER_DOC],
+            api_key="fake-dashscope-key",
+            api_base="https://dashscope.example/v1",
+        )
+
+    assert mock_route.called
+    assert "DashscopeException" in str(exc_info.value)
+    assert "does not exist or you do not have access to it" in str(exc_info.value)
+    assert "None - " not in str(exc_info.value)
+
+
+@pytest.mark.asyncio
+async def test_arerank_error_is_mapped_to_litellm_exception(respx_mock: respx.MockRouter, monkeypatch):
+    """Regression for arerank's bare re-raise: provider errors escaped as raw
+    provider exception classes instead of the mapped litellm exception contract."""
+    monkeypatch.delenv("DASHSCOPE_API_BASE", raising=False)
+    monkeypatch.delenv("DASHSCOPE_API_BASE_RERANK", raising=False)
+    monkeypatch.setenv("DISABLE_AIOHTTP_TRANSPORT", "True")
+
+    mock_route = respx_mock.post("https://dashscope.example/v1/reranks")
+    mock_route.return_value = httpx.Response(404, json=DASHSCOPE_404_BODY)
+
+    with pytest.raises(litellm.NotFoundError) as exc_info:
+        await litellm.arerank(
+            model="dashscope/does-not-exist",
+            query=MARKER_QUERY,
+            documents=[MARKER_DOC],
+            api_key="fake-dashscope-key",
+            api_base="https://dashscope.example/v1",
+        )
+
+    assert mock_route.called
+    assert "DashscopeException" in str(exc_info.value)
+    assert "does not exist or you do not have access to it" in str(exc_info.value)
+    assert "None - " not in str(exc_info.value)
+
+
+@pytest.mark.asyncio
+async def test_arerank_declared_authenticating_provider_skips_resolution(monkeypatch):
+    """Regression for the event-loop hazard in arerank's provider pre-resolution:
+    get_llm_provider runs the blocking OAuth device flow for github_copilot/chatgpt,
+    so arerank must adopt the declared provider instead of resolving it, while the
+    except path still maps with that declared provider."""
+    from litellm.llms.base_llm.chat.transformation import BaseLLMException
+
+    resolution_calls = []
+
+    def record_resolution(*args, **kwargs):
+        resolution_calls.append((args, kwargs))
+        return "gpt-4o", "github_copilot", None, None
+
+    def rerank_raises_provider_error(*args, **kwargs):
+        raise BaseLLMException(status_code=401, message='{"error":"bad key"}')
+
+    monkeypatch.setattr(litellm, "get_llm_provider", record_resolution)
+    monkeypatch.setattr("litellm.rerank_api.main.rerank", rerank_raises_provider_error)
+
+    with pytest.raises(litellm.AuthenticationError) as exc_info:
+        await litellm.arerank(
+            model="github_copilot/gpt-4o",
+            query=MARKER_QUERY,
+            documents=[MARKER_DOC],
+        )
+
+    assert resolution_calls == []
+    assert "Github_copilotException" in str(exc_info.value)
+    assert "None - " not in str(exc_info.value)
+
+
 @pytest.mark.asyncio
 async def test_together_rerank_async_honors_env_api_base(respx_mock: respx.MockRouter, monkeypatch):
     """Regression: TOGETHER_AI_API_BASE was honored by chat but ignored by rerank."""
diff --git a/tests/test_litellm/responses/litellm_completion_transformation/test_litellm_completion_responses.py b/tests/test_litellm/responses/litellm_completion_transformation/test_litellm_completion_responses.py
index b2b8eb5da80..2068f10ea2d 100644
--- a/tests/test_litellm/responses/litellm_completion_transformation/test_litellm_completion_responses.py
+++ b/tests/test_litellm/responses/litellm_completion_transformation/test_litellm_completion_responses.py
@@ -1928,6 +1928,19 @@ class TestToolTransformation:
         assert result_tool["function"]["parameters"]["type"] == "object"
         assert "properties" in result_tool["function"]["parameters"]
 
+    def test_transform_function_tools_parameters_keep_client_key_order(self):
+        tools = [
+            {"type": "function", "name": "a", "parameters": {"properties": {"arg": {"type": "string"}}, "required": ["arg"]}},
+            {"type": "function", "name": "b", "parameters": {"type": "object", "properties": {}}},
+        ]
+
+        result_tools, _ = LiteLLMCompletionResponsesConfig.transform_responses_api_tools_to_chat_completion_tools(
+            tools=tools
+        )
+
+        assert list(result_tools[0]["function"]["parameters"]) == ["properties", "required", "type"]
+        assert list(result_tools[1]["function"]["parameters"]) == ["type", "properties"]
+
     def test_transform_function_tools_empty_parameters(self):
         """Test that empty parameters get 'type': 'object' added"""
         function_tool = {
diff --git a/tests/test_litellm/responses/litellm_completion_transformation/test_streaming_iterator_transformation.py b/tests/test_litellm/responses/litellm_completion_transformation/test_streaming_iterator_transformation.py
index 4a03913f55a..719d51c11e3 100644
--- a/tests/test_litellm/responses/litellm_completion_transformation/test_streaming_iterator_transformation.py
+++ b/tests/test_litellm/responses/litellm_completion_transformation/test_streaming_iterator_transformation.py
@@ -25,6 +25,7 @@ from litellm.types.utils import (
     ModelResponse,
     ModelResponseStream,
     StreamingChoices,
+    Usage,
 )
 
 CHAT_COMPLETION_ID = "chatcmpl-77d33d09-effa-4cd2-9c0d-c742d4358256"
@@ -527,6 +528,20 @@ async def test_streaming_response_id_falls_back_when_upstream_yields_nothing():
     assert response_ids[0].startswith("resp_")
 
 
+def test_completed_event_restores_usage_hidden_by_stream_options_none():
+    final_chunk = _chunk("", finish_reason="stop")
+    final_chunk._hidden_params = {"usage": Usage(prompt_tokens=117, completion_tokens=5, total_tokens=122)}
+    iterator = _build_iterator([_chunk("the document says hello"), final_chunk])
+
+    events = list(iterator)
+
+    completed = next(
+        event for event in events if getattr(event, "type", None) == ResponsesAPIStreamEvents.RESPONSE_COMPLETED
+    )
+    assert completed.response.usage.input_tokens == 117
+    assert completed.response.usage.output_tokens == 5
+
+
 def test_object_tool_call_arguments_stream_as_valid_json():
     """A provider that sends decoded object arguments must still stream valid JSON.
 
diff --git a/tests/test_litellm/responses/test_rust_bridge_websocket.py b/tests/test_litellm/responses/test_rust_bridge_websocket.py
index c9a5b988be6..1233ddf1785 100644
--- a/tests/test_litellm/responses/test_rust_bridge_websocket.py
+++ b/tests/test_litellm/responses/test_rust_bridge_websocket.py
@@ -3,7 +3,7 @@ from __future__ import annotations
 import pytest
 
 from litellm.llms.custom_httpx.llm_http_handler import _rust_responses_websocket_enabled
-from litellm.rust_bridge import responses_websocket
+from litellm.rust_bridge import configuration, responses_websocket
 from litellm.types.router import GenericLiteLLMParams
 
 
@@ -39,12 +39,33 @@ class _FakeNativeBridge:
         return _FakeNativeConnection()
 
 
+@pytest.fixture(autouse=True)
+def reset_responses_websocket():
+    responses_websocket.set_rust_responses_websocket(connection=None)
+    configuration.reset_rust_configuration()
+    yield
+    responses_websocket.set_rust_responses_websocket(connection=None)
+    configuration.reset_rust_configuration()
+
+
 def test_rust_websocket_bridge_is_disabled_without_flag() -> None:
     assert not _rust_responses_websocket_enabled("openai", GenericLiteLLMParams())
     assert not _rust_responses_websocket_enabled("anthropic", GenericLiteLLMParams(rust=True))
     assert _rust_responses_websocket_enabled("openai", GenericLiteLLMParams(rust=True))
 
 
+def test_explicit_false_overrides_process_enable() -> None:
+    configuration.use_litellm_rust(True)
+
+    assert not _rust_responses_websocket_enabled("openai", GenericLiteLLMParams(rust=False))
+
+
+def test_process_enable_applies_without_request_override() -> None:
+    configuration.use_litellm_rust(True)
+
+    assert _rust_responses_websocket_enabled("openai", GenericLiteLLMParams())
+
+
 @pytest.mark.asyncio
 async def test_adapter_raises_clean_close_when_rust_connection_ends() -> None:
     adapter = responses_websocket._ConnectionAdapter(_ClosedNativeConnection())
diff --git a/tests/test_litellm/responses/test_streaming_iterator.py b/tests/test_litellm/responses/test_streaming_iterator.py
index 677faf7f655..c226c0b4d09 100644
--- a/tests/test_litellm/responses/test_streaming_iterator.py
+++ b/tests/test_litellm/responses/test_streaming_iterator.py
@@ -6,7 +6,7 @@ completion_start_time = end_time."""
 import json
 from datetime import datetime
 from typing import Optional
-from unittest.mock import Mock
+from unittest.mock import Mock, patch
 
 import httpx
 import pytest
@@ -326,3 +326,214 @@ def test_run_post_success_hooks_does_not_report_generation_time_as_overhead():
 
     assert iterator.completed_response._hidden_params["_response_ms"] == 10000.0
     assert "litellm_overhead_time_ms" not in iterator.completed_response._hidden_params
+
+
+def _responses_api_response_with_usage() -> ResponsesAPIResponse:
+    from litellm.types.llms.openai import ResponseAPIUsage
+
+    return ResponsesAPIResponse(
+        id="resp_lit6427",
+        created_at=int(datetime(2025, 1, 1).timestamp()),
+        status="completed",
+        model="mantle-claude",
+        object="response",
+        output=[],
+        usage=ResponseAPIUsage(input_tokens=20, output_tokens=60, total_tokens=80),
+    )
+
+
+def test_stamp_responses_usage_cost_stamps_computed_cost():
+    from litellm.responses.streaming_iterator import _stamp_responses_usage_cost
+
+    response = _responses_api_response_with_usage()
+    logging_obj = Mock(spec=LiteLLMLoggingObj)
+    logging_obj._response_cost_calculator.return_value = 0.000704
+
+    _stamp_responses_usage_cost(response, logging_obj)
+
+    assert getattr(response.usage, "cost", None) == pytest.approx(0.000704)
+    logging_obj._response_cost_calculator.assert_called_once_with(result=response)
+
+
+def test_stamp_responses_usage_cost_keeps_provider_reported_cost():
+    from litellm.responses.streaming_iterator import _stamp_responses_usage_cost
+
+    response = _responses_api_response_with_usage()
+    setattr(response.usage, "cost", 0.5)
+    logging_obj = Mock(spec=LiteLLMLoggingObj)
+
+    _stamp_responses_usage_cost(response, logging_obj)
+
+    assert getattr(response.usage, "cost", None) == pytest.approx(0.5)
+    logging_obj._response_cost_calculator.assert_not_called()
+
+
+def test_stamp_responses_usage_cost_survives_calculator_failure():
+    from litellm.responses.streaming_iterator import _stamp_responses_usage_cost
+
+    response = _responses_api_response_with_usage()
+    logging_obj = Mock(spec=LiteLLMLoggingObj)
+    logging_obj._response_cost_calculator.side_effect = RuntimeError("cost map unavailable")
+
+    _stamp_responses_usage_cost(response, logging_obj)
+
+    assert getattr(response.usage, "cost", None) is None
+
+
+def _capture_dispatch(logged: list):
+    """Record the object handed to the success handlers.
+
+    ``Mock(spec=LiteLLMLoggingObj).dispatch_success_handlers`` is an AsyncMock whose side effect
+    only runs when the coroutine is awaited, so capture with a plain function instead.
+    """
+
+    async def _noop() -> None:
+        return None
+
+    def _dispatch(result, **kwargs):
+        logged.append(result)
+        return _noop()
+
+    return _dispatch
+
+
+def _headers_config(*, transform_hidden_params: Optional[dict] = None) -> Mock:
+    """Config whose completed event carries a real ResponsesAPIResponse, so the logging copy
+    performs a genuine model_dump/model_validate round trip."""
+    mock_config = Mock(spec=BaseResponsesAPIConfig)
+
+    def _transform(model, parsed_chunk, logging_obj):
+        evt_type = parsed_chunk.get("type")
+        if evt_type != "response.completed":
+            stub = Mock()
+            stub.type = evt_type
+            return stub
+        response = ResponsesAPIResponse(
+            id="resp_headers",
+            created_at=1,
+            output=[],
+            parallel_tool_calls=False,
+            tool_choice="auto",
+            tools=[],
+        )
+        if transform_hidden_params is not None:
+            response._hidden_params.update(transform_hidden_params)
+        return ResponseCompletedEvent(
+            type=ResponsesAPIStreamEvents.RESPONSE_COMPLETED,
+            response=response,
+        )
+
+    mock_config.transform_streaming_response.side_effect = _transform
+    return mock_config
+
+
+def _make_header_iterator(
+    *,
+    headers: dict,
+    config: Mock,
+    logging_obj: LiteLLMLoggingObj,
+) -> ResponsesAPIStreamingIterator:
+    async def aiter_bytes():
+        yield _sse_event({"type": "response.completed"})
+
+    mock_response = Mock()
+    mock_response.headers = headers
+    mock_response.aiter_bytes = aiter_bytes
+
+    return ResponsesAPIStreamingIterator(
+        response=mock_response,
+        model="gpt-4o-mini",
+        responses_api_provider_config=config,
+        logging_obj=logging_obj,
+        litellm_metadata={},
+        custom_llm_provider="azure",
+    )
+
+
+@pytest.mark.asyncio
+async def test_streaming_logging_response_carries_provider_response_headers():
+    """LIT-6055: the provider headers the iterator captured must reach the logged response, so
+    custom loggers can read Azure's apim-request-id from the callback payload."""
+    logging_obj = _logging_obj_stub()
+    logged: list[object] = []
+    logging_obj.dispatch_success_handlers = _capture_dispatch(logged)
+
+    logging_obj._on_deferred_stream_complete = None
+
+    iterator = _make_header_iterator(
+        headers={"apim-request-id": "azure-correlation-1", "x-ms-region": "East US 2"},
+        config=_headers_config(),
+        logging_obj=logging_obj,
+    )
+    async for _ in iterator:
+        pass
+
+    assert len(logged) == 1
+    hidden_params = logged[0].response._hidden_params
+    assert hidden_params["additional_headers"]["llm_provider-apim-request-id"] == "azure-correlation-1"
+    assert hidden_params["additional_headers"]["llm_provider-x-ms-region"] == "East US 2"
+    assert hidden_params["headers"]["apim-request-id"] == "azure-correlation-1"
+    # the proxy builds the client's response headers from the iterator's own dict, so the logged
+    # response must hold copies rather than alias it
+    assert hidden_params["additional_headers"] is not iterator._hidden_params["additional_headers"]
+    assert hidden_params["headers"] is not iterator._raw_response_headers
+
+
+@pytest.mark.asyncio
+async def test_streaming_logging_copy_preserves_transform_hidden_params():
+    """LIT-6055: model_validate(model_dump()) drops pydantic private attributes, so headers a
+    provider transform already set on the response (fake_stream) must be re-applied."""
+    logging_obj = _logging_obj_stub()
+    logged: list[object] = []
+    logging_obj.dispatch_success_handlers = _capture_dispatch(logged)
+
+    logging_obj._on_deferred_stream_complete = None
+
+    iterator = _make_header_iterator(
+        headers={},
+        config=_headers_config(
+            transform_hidden_params={
+                "additional_headers": {"llm_provider-apim-request-id": "from-transform"},
+                "headers": {"apim-request-id": "from-transform"},
+                "response_cost": 0.5,
+            }
+        ),
+        logging_obj=logging_obj,
+    )
+    async for _ in iterator:
+        pass
+
+    assert len(logged) == 1
+    hidden_params = logged[0].response._hidden_params
+    assert hidden_params["additional_headers"]["llm_provider-apim-request-id"] == "from-transform"
+    assert hidden_params["headers"]["apim-request-id"] == "from-transform"
+    assert iterator.completed_response is not logged[0]
+    # only the header keys travel: response_cost would short-circuit the cost calculator
+    assert "response_cost" not in hidden_params
+
+
+@pytest.mark.asyncio
+async def test_streaming_logging_copy_fallback_leaves_caller_event_untouched():
+    """LIT-6055: when the logging copy falls back to the original event, the header restore must
+    not stamp logging-only state onto the object the caller is iterating."""
+    logging_obj = _logging_obj_stub()
+    logged: list[object] = []
+    logging_obj.dispatch_success_handlers = _capture_dispatch(logged)
+    logging_obj._on_deferred_stream_complete = None
+
+    iterator = _make_header_iterator(
+        headers={"apim-request-id": "azure-correlation-1"},
+        config=_headers_config(),
+        logging_obj=logging_obj,
+    )
+    async for _ in iterator:
+        pass
+
+    assert len(logged) == 1
+    iterator._completed_response_logged = False
+    logged.clear()
+    with patch.object(type(iterator.completed_response), "model_dump", side_effect=ValueError("cannot serialize")):
+        iterator._log_completed_response(is_async=True)
+
+    assert logged == [iterator.completed_response]
+    assert iterator.completed_response.response._hidden_params == {}
diff --git a/tests/test_litellm/router_strategy/test_complexity_router.py b/tests/test_litellm/router_strategy/test_complexity_router.py
index 1ec8be88c9b..aa1b51afe10 100644
--- a/tests/test_litellm/router_strategy/test_complexity_router.py
+++ b/tests/test_litellm/router_strategy/test_complexity_router.py
@@ -12,12 +12,11 @@ from unittest.mock import AsyncMock, MagicMock, patch
 import pytest
 from pydantic import ValidationError
 
-
 import litellm
 from litellm import Router
 from litellm._logging import verbose_router_logger
 from litellm.caching.dual_cache import DualCache
-from litellm.constants import RETURN_RAW_MODEL_NAME_METADATA_KEY
+from litellm.constants import RETURN_RAW_MODEL_NAME_METADATA_KEY, SESSION_ID_GENERATED_METADATA_KEY
 from litellm.router_strategy.complexity_router.complexity_router import (
     _CLASSIFICATION_CURRENT_MESSAGE_ONLY,
     _CLASSIFICATION_WITH_CONVERSATION,
@@ -34,10 +33,14 @@ from litellm.router_strategy.complexity_router.config import (
     DEFAULT_CLASSIFIER_CONTEXT_WINDOW_SIZE,
     DEFAULT_COMPLEXITY_CONFIG,
     DEFAULT_TECHNICAL_KEYWORDS,
+    ClassificationRubric,
     ClassifierLLMConfig,
     ComplexityRouterConfig,
     ComplexityTier,
-    ClassificationRubric,
+)
+from litellm.router_strategy.complexity_router.tier_predictor import (
+    TierGlobalStatistic,
+    TrainedTierArtifact,
 )
 from litellm.types.router import (
     Deployment,
@@ -46,6 +49,16 @@ from litellm.types.router import (
 )
 
 
+def _heuristic_v2_artifact() -> TrainedTierArtifact:
+    return TrainedTierArtifact(
+        global_statistics=tuple(
+            TierGlobalStatistic(tier=tier, successes=successes, observations=100)
+            for tier, successes in enumerate((10, 20, 90, 99), start=1)
+        ),
+        routing_threshold=0.8,
+    )
+
+
 @pytest.fixture
 def mock_router_instance():
     """Create a mock LiteLLM Router instance."""
@@ -1545,6 +1558,14 @@ class TestLLMClassifierConfig:
         assert config.classifier_type == "heuristic"
         assert config.classifier_llm_config is None
 
+    @pytest.mark.parametrize("reasoning_effort", ["", "ultra"])
+    def test_classifier_reasoning_effort_rejects_unsupported_values(self, reasoning_effort):
+        with pytest.raises(ValidationError):
+            ComplexityRouterConfig(
+                classifier_type="llm",
+                classifier_llm_config={"model": "haiku-classifier", "reasoning_effort": reasoning_effort},
+            )
+
 
 CUSTOM_TIER_LABELS: Dict[str, str] = {
     "SIMPLE": "Cheap",
@@ -1696,6 +1717,59 @@ class TestLLMClassifier:
         assert outcome.cause == "heuristic_scorer"
         assert outcome.score is not None
 
+    @pytest.mark.asyncio
+    async def test_heuristic_v2_routes_directly_to_predicted_builtin_tier(self, mock_router_instance):
+        router = ComplexityRouter(
+            model_name="tier-router",
+            litellm_router_instance=mock_router_instance,
+            complexity_router_config={
+                "classifier_type": "heuristic_v2",
+                "heuristic_v2_artifact": _heuristic_v2_artifact(),
+                "tiers": {
+                    "SIMPLE": "simple-model",
+                    "MEDIUM": "medium-model",
+                    "COMPLEX": "complex-model",
+                    "REASONING": "reasoning-model",
+                },
+            },
+        )
+
+        response = await router.async_pre_routing_hook(
+            model="tier-router",
+            request_kwargs={},
+            messages=[{"role": "user", "content": "Handle this new request"}],
+        )
+
+        assert response is not None
+        assert response.model == "complex-model"
+        assert response.routing_decision["tier"] == "COMPLEX"
+        assert response.routing_decision["cause"] == "heuristic_v2"
+        assert response.routing_decision["signals"] == [
+            "request-type:general",
+            "tier-probability:simple=0.107843",
+            "tier-probability:medium=0.205882",
+            "tier-probability:complex=0.892157",
+            "tier-probability:reasoning=0.980392",
+        ]
+
+    def test_heuristic_v2_needs_no_classifier_model(self):
+        config = ComplexityRouterConfig(classifier_type="heuristic_v2")
+
+        assert config.classifier_llm_config is None
+        assert config.heuristic_v2_artifact == "ultrafeedback"
+
+    def test_heuristic_v2_rejects_custom_tier_definitions(self):
+        with pytest.raises(ValidationError, match="as does heuristic_v2"):
+            ComplexityRouterConfig(
+                classifier_type="heuristic_v2",
+                tier_definitions=(
+                    {"name": "low", "description": "easy work"},
+                    {"name": "high", "description": "hard work"},
+                ),
+                tiers={"low": "cheap", "high": "expensive"},
+                fallback_tier="high",
+            )
+
     @pytest.mark.asyncio
     async def test_aclassify_llm_success_routes_by_llm_verdict(self, llm_complexity_router, mock_router_instance):
         """A well-formed structured LLM response should decide the tier directly.
@@ -1805,6 +1879,19 @@ class TestLLMClassifier:
         call_kwargs = mock_router_instance.acompletion.call_args.kwargs
         assert call_kwargs["metadata"] == {**request_metadata, "internal_call_origin": "autorouter_classifier"}
 
+    @pytest.mark.asyncio
+    async def test_aclassify_stamps_internal_origin_without_caller_metadata(
+        self, llm_complexity_router, mock_router_instance
+    ):
+        """Fallback handling must still recognize the classifier when an SDK caller supplied no metadata."""
+        mock_router_instance.acompletion = AsyncMock(return_value=_llm_response('{"tier": "SIMPLE"}'))
+
+        await llm_complexity_router.aclassify("hi")
+
+        assert mock_router_instance.acompletion.call_args.kwargs["metadata"] == {
+            "internal_call_origin": "autorouter_classifier"
+        }
+
     @pytest.mark.asyncio
     @pytest.mark.parametrize(
         "request_kwargs",
@@ -1882,6 +1969,33 @@ class TestLLMClassifier:
             "REASONING",
         ]
 
+    @pytest.mark.asyncio
+    @pytest.mark.parametrize("reasoning_effort", [None, "none", "low"], ids=["omitted", "none", "low"])
+    async def test_classifier_reasoning_effort_reaches_only_classifier_call(
+        self, mock_router_instance, llm_classifier_config, reasoning_effort
+    ):
+        classifier_llm_config = {
+            **llm_classifier_config["classifier_llm_config"],
+            **({"reasoning_effort": reasoning_effort} if reasoning_effort is not None else {}),
+        }
+        router = ComplexityRouter(
+            model_name="test-complexity-router",
+            litellm_router_instance=mock_router_instance,
+            complexity_router_config={**llm_classifier_config, "classifier_llm_config": classifier_llm_config},
+        )
+        mock_router_instance.acompletion = AsyncMock(return_value=_llm_response('{"tier": "COMPLEX"}'))
+
+        await router.aclassify("explain quantum tunneling in depth")
+
+        call_kwargs = mock_router_instance.acompletion.call_args.kwargs
+        body = call_kwargs["proxy_server_request"]["body"]
+        if reasoning_effort is None:
+            assert "reasoning_effort" not in call_kwargs
+            assert "reasoning_effort" not in body
+        else:
+            assert call_kwargs["reasoning_effort"] == reasoning_effort
+            assert body["reasoning_effort"] == reasoning_effort
+
     @pytest.mark.asyncio
     async def test_aclassify_propagates_top_level_turn_off_message_logging(
         self, llm_complexity_router, mock_router_instance
@@ -4208,6 +4322,26 @@ class TestSessionAffinity:
         assert first.model == "o1-preview"
         assert second.model == "gpt-4o-mini"
 
+    @pytest.mark.asyncio
+    async def test_proxy_generated_session_id_never_pins(self, mock_router_instance, session_affinity_config):
+        """A session id the proxy generated for a request that had none is per request, so
+        it must not create a pin even with session_affinity enabled."""
+        mock_router_instance.cache = DualCache()
+        router = ComplexityRouter(
+            model_name="test-router",
+            litellm_router_instance=mock_router_instance,
+            complexity_router_config=session_affinity_config,
+        )
+        request_kwargs = {"metadata": {"session_id": "generated-1", SESSION_ID_GENERATED_METADATA_KEY: True}}
+        first = await router.async_pre_routing_hook(
+            model="test-model", request_kwargs=request_kwargs, messages=self.REASONING_MESSAGE
+        )
+        second = await router.async_pre_routing_hook(
+            model="test-model", request_kwargs=request_kwargs, messages=self.SIMPLE_MESSAGE
+        )
+        assert first.model == "o1-preview"
+        assert second.model == "gpt-4o-mini"
+
     @pytest.mark.asyncio
     async def test_can_be_enabled_to_pin_every_later_turn(self, mock_router_instance, session_affinity_config):
         """Regression: session_affinity=True is the opt-in, so a shared session_id reuses the
@@ -8649,9 +8783,10 @@ class TestClassificationRubrics:
         [
             {"model": "haiku-classifier", "system_prompt": "Grade the data sensitivity of the request."},
             {"model": "haiku-classifier", "classification_rubric": "chat"},
+            {"model": "haiku-classifier", "reasoning_effort": "low"},
             {"model": "haiku-classifier"},
         ],
-        ids=["custom-prompt", "chat-preset", "neither"],
+        ids=["custom-prompt", "chat-preset", "reasoning-effort", "neither"],
     )
     def test_config_survives_a_dump_and_rebuild(self, classifier_llm_config):
         """/auto_router/test_routing dumps this config and hands the dict straight back to
@@ -10023,6 +10158,207 @@ class TestHeuristicFirst:
         assert outcome.cause == "default_model_fallback"
 
 
+# Scores 0.175 with one signal, so it sits 0.025 from simple_medium: the pair of tiers either side of
+# that boundary are different model pools, and a hair's difference in score picks the other one.
+NEAR_BOUNDARY_PROMPT = (
+    "design a distributed cache with consistent hashing, then explain the failure modes step by step"
+)
+
+# Scores 0.075 with signals, the far side of any margin under 0.075: the scorer is decided here.
+CLEAR_OF_BOUNDARY_PROMPT = "explain step by step how consistent hashing rebalances keys"
+
+
+def _hybrid_router(mock_router_instance, **config_overrides):
+    config = {
+        "tiers": dict(HEURISTIC_FIRST_TIERS),
+        "tier_boundaries": dict(HEURISTIC_FIRST_BOUNDARIES),
+        "classifier_type": "hybrid",
+        "hybrid_boundary_margin": 0.03,
+        "classifier_llm_config": {"model": "haiku-classifier", "timeout_ms": 400},
+        **config_overrides,
+    }
+    return ComplexityRouter(
+        model_name="test-complexity-router",
+        litellm_router_instance=mock_router_instance,
+        complexity_router_config=config,
+    )
+
+
+class TestHybridConfig:
+    """Config validation for classifier_type='hybrid'."""
+
+    @pytest.mark.parametrize(
+        "overrides, expected",
+        [
+            ({"classifier_llm_config": None}, "classifier_llm_config is required"),
+            ({"hybrid_boundary_margin": None}, "hybrid_boundary_margin is required"),
+            ({"hybrid_boundary_margin": -0.01}, "greater than or equal to 0"),
+            ({"hybrid_boundary_margin": 1.01}, "less than or equal to 1"),
+        ],
+    )
+    def test_rejects_incoherent_config(self, overrides, expected):
+        config = {
+            "tiers": dict(HEURISTIC_FIRST_TIERS),
+            "classifier_type": "hybrid",
+            "hybrid_boundary_margin": 0.03,
+            "classifier_llm_config": {"model": "haiku-classifier"},
+            **overrides,
+        }
+        with pytest.raises(ValidationError, match=expected):
+            ComplexityRouterConfig(**config)
+
+    @pytest.mark.parametrize("classifier_type", ["heuristic", "llm", "custom", "heuristic_first"])
+    def test_margin_rejected_on_every_other_classifier_type(self, classifier_type):
+        """A margin on a router that never compares a score to a boundary is a silent no-op, so it is
+        refused rather than accepted and ignored. heuristic_first is in this list on purpose: its
+        ceiling is a different question from proximity, and accepting both on one router would make
+        two modes out of one classifier_type."""
+        config: dict[str, object] = {
+            "tiers": dict(HEURISTIC_FIRST_TIERS),
+            "classifier_type": classifier_type,
+            "hybrid_boundary_margin": 0.03,
+        }
+        if classifier_type in ("llm", "heuristic_first"):
+            config["classifier_llm_config"] = {"model": "haiku-classifier"}
+        if classifier_type == "heuristic_first":
+            config["heuristic_first_max_tier"] = "SIMPLE"
+        if classifier_type == "custom":
+            config["classifier_plugin"] = _FixedTierClassifier("SIMPLE")
+        with pytest.raises(ValidationError, match="hybrid_boundary_margin is set but classifier_type"):
+            ComplexityRouterConfig(**config)
+
+    def test_the_cheap_tier_ceiling_is_rejected_here(self):
+        """The two modes are told apart by which knob they take, so the ceiling is refused on hybrid
+        exactly as the margin is refused on heuristic_first."""
+        with pytest.raises(ValidationError, match="heuristic_first_max_tier is set but classifier_type"):
+            ComplexityRouterConfig(
+                tiers=dict(HEURISTIC_FIRST_TIERS),
+                classifier_type="hybrid",
+                hybrid_boundary_margin=0.03,
+                heuristic_first_max_tier="SIMPLE",
+                classifier_llm_config={"model": "haiku-classifier"},
+            )
+
+    def test_custom_tier_set_is_rejected(self):
+        """The scorer only emits the four built-in tiers, so it cannot judge proximity on a replaced set."""
+        with pytest.raises(ValidationError, match="tier_definitions requires classifier_type"):
+            ComplexityRouterConfig(
+                classifier_type="hybrid",
+                hybrid_boundary_margin=0.03,
+                classifier_llm_config={"model": "haiku-classifier"},
+                tier_definitions=[{"name": "lo", "description": "x"}, {"name": "hi", "description": "y"}],
+                tiers={"lo": "gpt-4o-mini", "hi": "gpt-4o"},
+            )
+
+    def test_classifier_model_is_a_dependency(self):
+        config = ComplexityRouterConfig(
+            tiers=dict(HEURISTIC_FIRST_TIERS),
+            classifier_type="hybrid",
+            hybrid_boundary_margin=0.03,
+            classifier_llm_config={"model": "haiku-classifier"},
+        )
+        assert config.uses_llm_classifier is True
+
+
+class TestHybrid:
+    """Behavior of the hybrid chain: the scorer keeps its tier unless the score is near a boundary."""
+
+    @pytest.mark.asyncio
+    async def test_near_boundary_prompt_escalates(self, mock_router_instance):
+        mock_router_instance.acompletion = AsyncMock(return_value=_llm_response('{"tier": "COMPLEX"}'))
+        router = _hybrid_router(mock_router_instance)
+
+        _tier, score, signals, _cause = router._score_and_classify(NEAR_BOUNDARY_PROMPT)
+        assert signals and abs(score - HEURISTIC_FIRST_BOUNDARIES["simple_medium"]) < 0.03
+
+        outcome = await router.aclassify(NEAR_BOUNDARY_PROMPT)
+        mock_router_instance.acompletion.assert_awaited_once()
+        assert outcome.tier == ComplexityTier.COMPLEX
+        assert outcome.cause == "llm_classifier"
+
+    @pytest.mark.asyncio
+    async def test_score_clear_of_every_boundary_keeps_the_heuristic_tier(self, mock_router_instance):
+        mock_router_instance.acompletion = AsyncMock()
+        router = _hybrid_router(mock_router_instance)
+        outcome = await router.aclassify(CLEAR_OF_BOUNDARY_PROMPT)
+        mock_router_instance.acompletion.assert_not_called()
+        assert outcome.tier == ComplexityTier.SIMPLE
+        assert outcome.cause == "hybrid_short_circuit"
+
+    @pytest.mark.asyncio
+    async def test_an_expensive_tier_short_circuits_too(self, mock_router_instance):
+        """This is the whole difference from heuristic_first, which would have escalated this by tier
+        alone. Hybrid asks whether the score is DECIDED, not whether the tier is cheap."""
+        mock_router_instance.acompletion = AsyncMock()
+        router = _hybrid_router(
+            mock_router_instance,
+            tier_boundaries={"simple_medium": -0.9, "medium_complex": -0.8, "complex_reasoning": -0.7},
+        )
+
+        tier, _score, signals, _cause = router._score_and_classify(CLEAR_OF_BOUNDARY_PROMPT)
+        assert (tier, bool(signals)) == (ComplexityTier.REASONING, True)
+
+        outcome = await router.aclassify(CLEAR_OF_BOUNDARY_PROMPT)
+        mock_router_instance.acompletion.assert_not_called()
+        assert outcome.tier == ComplexityTier.REASONING
+        assert outcome.cause == "hybrid_short_circuit"
+
+    @pytest.mark.asyncio
+    async def test_widening_the_margin_escalates_what_a_narrow_one_kept(self, mock_router_instance):
+        """The margin is the knob: the same prompt short-circuits at 0.03 and escalates at 0.08."""
+        mock_router_instance.acompletion = AsyncMock(return_value=_llm_response('{"tier": "MEDIUM"}'))
+        router = _hybrid_router(mock_router_instance, hybrid_boundary_margin=0.08)
+        outcome = await router.aclassify(CLEAR_OF_BOUNDARY_PROMPT)
+        mock_router_instance.acompletion.assert_awaited_once()
+        assert outcome.cause == "llm_classifier"
+
+    @pytest.mark.asyncio
+    async def test_a_zero_margin_escalates_only_an_exact_boundary_score(self, mock_router_instance):
+        """0 is a real margin, not an off switch: a score sitting exactly on the line still escalates.
+
+        The boundary is spelled as the scorer's own accumulated float rather than the 0.075 it prints
+        as, because the comparison is on raw floats: a boundary written 0.075 sits 1.4e-17 away from
+        this score and a zero margin correctly declines to call that exact."""
+        mock_router_instance.acompletion = AsyncMock(return_value=_llm_response('{"tier": "MEDIUM"}'))
+        on_the_line = 0.07499999999999998
+        router = _hybrid_router(
+            mock_router_instance,
+            tier_boundaries={"simple_medium": on_the_line, "medium_complex": 0.35, "complex_reasoning": 0.60},
+            hybrid_boundary_margin=0,
+        )
+
+        _tier, score, _signals, _cause = router._score_and_classify(CLEAR_OF_BOUNDARY_PROMPT)
+        assert score == on_the_line
+
+        outcome = await router.aclassify(CLEAR_OF_BOUNDARY_PROMPT)
+        mock_router_instance.acompletion.assert_awaited_once()
+        assert outcome.cause == "llm_classifier"
+
+    @pytest.mark.asyncio
+    async def test_no_signal_prompt_escalates_however_far_from_a_boundary(self, mock_router_instance):
+        """The scorer with no opinion has no tier to be confident about, so proximity cannot save it."""
+        mock_router_instance.acompletion = AsyncMock(return_value=_llm_response('{"tier": "COMPLEX"}'))
+        router = _hybrid_router(mock_router_instance)
+
+        tier, score, signals, _cause = router._score_and_classify(NO_SIGNAL_PROMPT)
+        assert (tier, score, signals) == (ComplexityTier.SIMPLE, 0.0, ())
+
+        outcome = await router.aclassify(NO_SIGNAL_PROMPT)
+        mock_router_instance.acompletion.assert_awaited_once()
+        assert outcome.cause == "llm_classifier"
+
+    @pytest.mark.asyncio
+    async def test_classifier_failure_falls_back_to_the_scorer(self, mock_router_instance):
+        mock_router_instance.acompletion = AsyncMock(side_effect=RuntimeError("classifier exploded"))
+        router = _hybrid_router(mock_router_instance)
+        expected_tier, expected_score, expected_signals, _cause = router._score_and_classify(NEAR_BOUNDARY_PROMPT)
+
+        outcome = await router.aclassify(NEAR_BOUNDARY_PROMPT)
+
+        assert (outcome.tier, outcome.score, outcome.signals) == (expected_tier, expected_score, expected_signals)
+        assert outcome.cause == "heuristic_scorer"
+
+
 def _windowed_router(*deployments: tuple) -> Router:
     """Real Router; each deployment is (group, provider_model, declared window or None).
     None means no declared override on a model the cost map does not know: unresolvable."""
@@ -10268,7 +10604,8 @@ class TestContextWindowEscalation:
             litellm_router_instance=_windowed_router(_SMALL, _BIG),
             complexity_router_config=_tier_config(session_affinity=True),
         )
-        session_kwargs = lambda: {"metadata": {"session_id": "s-1", "user_api_key_hash": "k-1"}}  # noqa: E731
+        def session_kwargs() -> dict[str, object]:
+            return {"metadata": {"session_id": "s-1", "user_api_key_hash": "k-1"}}
 
         first = await router.async_pre_routing_hook(
             model="test-router", request_kwargs=session_kwargs(), messages=_OVERSIZED_TURNS
@@ -10291,7 +10628,8 @@ class TestContextWindowEscalation:
             litellm_router_instance=_windowed_router(_SMALL, _BIG),
             complexity_router_config=_tier_config(session_affinity=True),
         )
-        session_kwargs = lambda: {"metadata": {"session_id": "s-2", "user_api_key_hash": "k-2"}}  # noqa: E731
+        def session_kwargs() -> dict[str, object]:
+            return {"metadata": {"session_id": "s-2", "user_api_key_hash": "k-2"}}
 
         pinned = await router.async_pre_routing_hook(
             model="test-router", request_kwargs=session_kwargs(), messages=[{"role": "user", "content": "ok continue"}]
@@ -10508,6 +10846,9 @@ class TestModalityRouting:
             ("custom_tiers_walk", "premium-model", "modality_escalation"),
             ("pin_kept_bypasses", "text-cheap", "session_affinity_pin"),
             ("pin_replacement_gated", "vision-big", "modality_escalation"),
+            ("pin_override_escalates", "vision-mid", "modality_pin_override"),
+            ("pin_override_same_tier", "vision-cheap", "modality_pin_override"),
+            ("pin_override_inert_without_modality_routing", "text-cheap", "session_affinity_pin"),
             ("adaptive_pick_rewritten", "vision-mid", "modality_escalation"),
         ],
     )
@@ -10558,7 +10899,7 @@ class TestModalityRouting:
             messages = [
                 {"role": "user", "content": [{"type": "text", "text": "quick lookup: what is this?"}, IMG_PART]}
             ]
-        elif path in ("pin_kept_bypasses", "pin_replacement_gated"):
+        elif path.startswith(("pin_kept", "pin_replacement", "pin_override")):
             cache = AsyncMock()
             cache.async_get_cache = AsyncMock(return_value={"model": "text-cheap", "tier": "SIMPLE"})
             mock_router_instance.cache = cache
@@ -10570,6 +10911,13 @@ class TestModalityRouting:
                 messages = [
                     {"role": "user", "content": [{"type": "text", "text": "LITELLM ESCALATE describe this"}, IMG_PART]}
                 ]
+            elif path == "pin_override_same_tier":
+                config["modality_pin_override"] = True
+                config["tiers"]["SIMPLE"] = ["text-cheap", "vision-cheap"]
+                vision["vision-cheap"] = True
+            elif path == "pin_override_inert_without_modality_routing":
+                config["modality_routing"] = False
+            config["modality_pin_override"] = path.startswith("pin_override")
         elif path == "adaptive_pick_rewritten":
             config["adaptive"] = True
             mock_router_instance.model_list = []
@@ -10736,4 +11084,60 @@ class TestModalityRouting:
         from litellm.router_strategy.complexity_router.complexity_router import _decision_is_pinnable
 
         assert _decision_is_pinnable({"cause": "modality_escalation"}) is False
+        assert _decision_is_pinnable({"cause": "modality_pin_override"}) is False
         assert _decision_is_pinnable({"cause": "heuristic_scorer"}) is True
+
+    @pytest.mark.asyncio
+    async def test_pin_override_serves_the_image_turn_without_repinning(self, mock_router_instance):
+        """The override is for one request: the session keeps the model it was pinned to."""
+        cache = AsyncMock()
+        cache.async_get_cache = AsyncMock(return_value={"model": "text-cheap", "tier": "SIMPLE"})
+        mock_router_instance.cache = cache
+        router = self._router(
+            mock_router_instance,
+            {
+                "tiers": dict(self.BASE_TIERS),
+                "modality_routing": True,
+                "modality_pin_override": True,
+                "session_affinity": True,
+            },
+            dict(self.BASE_VISION),
+        )
+        request_kwargs = {"metadata": {"session_id": "s1"}}
+
+        image_turn = await router.async_pre_routing_hook(
+            model="m", request_kwargs=request_kwargs, messages=self.IMAGE_MESSAGE
+        )
+        assert image_turn.model == "vision-mid"
+        assert image_turn.routing_decision["cause"] == "modality_pin_override"
+        assert "modality_escalated_from:SIMPLE" in image_turn.routing_decision["signals"]
+
+        assert cache.async_set_cache.await_args.kwargs["value"] == {"model": "text-cheap", "tier": "SIMPLE"}
+
+        text_turn = await router.async_pre_routing_hook(
+            model="m", request_kwargs={"metadata": {"session_id": "s1"}}, messages=[{"role": "user", "content": "hi"}]
+        )
+        assert text_turn.model == "text-cheap"
+        assert text_turn.routing_decision["cause"] == "session_affinity_pin"
+
+    @pytest.mark.asyncio
+    async def test_pin_override_with_no_capable_model_rejects_and_keeps_the_pin(self, mock_router_instance):
+        """The clear 400 replaces the provider's, and a rejected turn must not cost the session its pin."""
+        cache = AsyncMock()
+        cache.async_get_cache = AsyncMock(return_value={"model": "text-cheap", "tier": "SIMPLE"})
+        mock_router_instance.cache = cache
+        router = self._router(
+            mock_router_instance,
+            {
+                "tiers": {"SIMPLE": "text-cheap", "COMPLEX": "text-big"},
+                "modality_routing": True,
+                "modality_pin_override": True,
+                "session_affinity": True,
+            },
+            {"text-cheap": False, "text-big": False},
+        )
+        with pytest.raises(litellm.BadRequestError, match="no model"):
+            await router.async_pre_routing_hook(
+                model="m", request_kwargs={"metadata": {"session_id": "s1"}}, messages=self.IMAGE_MESSAGE
+            )
+        assert cache.async_set_cache.await_args.kwargs["value"] == {"model": "text-cheap", "tier": "SIMPLE"}
diff --git a/tests/test_litellm/router_strategy/test_complexity_tier_predictor.py b/tests/test_litellm/router_strategy/test_complexity_tier_predictor.py
new file mode 100644
index 00000000000..5bbe0fb5669
--- /dev/null
+++ b/tests/test_litellm/router_strategy/test_complexity_tier_predictor.py
@@ -0,0 +1,91 @@
+from typing import Final
+
+import pytest
+
+from litellm.router_strategy.complexity_router.tier_predictor import (
+    TierCohortStatistic,
+    TierDomainStatistic,
+    TierGlobalStatistic,
+    TierSuccessPredictor,
+    TrainedTierArtifact,
+    resolve_tier_artifact,
+    similarity_cohort,
+)
+from litellm.types.router import RequestType
+
+
+def _artifact(
+    global_successes: tuple[float, float, float, float] = (4.0, 5.0, 6.0, 7.0),
+    threshold: float = 0.75,
+    domain_statistics: tuple[TierDomainStatistic, ...] = (),
+    cohort_statistics: tuple[TierCohortStatistic, ...] = (),
+) -> TrainedTierArtifact:
+    return TrainedTierArtifact(
+        global_statistics=tuple(
+            TierGlobalStatistic(tier=tier, successes=successes, observations=10.0)
+            for tier, successes in enumerate(global_successes, start=1)
+        ),
+        domain_statistics=domain_statistics,
+        cohort_statistics=cohort_statistics,
+        domain_prior_mass=10.0,
+        cohort_prior_mass=10.0,
+        routing_threshold=threshold,
+    )
+
+
+def test_predictions_are_monotonic_across_tiers() -> None:
+    predictor: Final = TierSuccessPredictor(_artifact(global_successes=(9.0, 2.0, 7.0, 6.0)))
+
+    prediction: Final = predictor.predict("hello", RequestType.GENERAL)
+
+    probabilities: Final = tuple(prediction.probabilities.values())
+    assert probabilities == tuple(sorted(probabilities))
+
+
+def test_domain_and_cohort_statistics_back_off_hierarchically() -> None:
+    matching_cohort: Final = similarity_cohort("hello", RequestType.GENERAL)
+    artifact: Final = _artifact(
+        global_successes=(1.0, 5.0, 6.0, 7.0),
+        domain_statistics=(
+            TierDomainStatistic(
+                tier=1,
+                request_type=RequestType.GENERAL,
+                successes=10.0,
+                observations=10.0,
+            ),
+        ),
+        cohort_statistics=(
+            TierCohortStatistic(
+                tier=1,
+                cohort=matching_cohort,
+                successes=0.0,
+                observations=10.0,
+            ),
+        ),
+    )
+    predictor: Final = TierSuccessPredictor(artifact)
+
+    cohort_probability: Final = predictor.predict("hello", RequestType.GENERAL).probabilities[1]
+    domain_probability: Final = predictor.predict("hello " * 100, RequestType.GENERAL).probabilities[1]
+    global_probability: Final = predictor.predict("hello", RequestType.WRITING).probabilities[1]
+
+    assert cohort_probability == pytest.approx(7.0 / 24.0)
+    assert domain_probability == pytest.approx(7.0 / 12.0)
+    assert global_probability == pytest.approx(1.0 / 6.0)
+
+
+def test_selects_first_tier_above_probability_threshold() -> None:
+    predictor: Final = TierSuccessPredictor(_artifact(global_successes=(4.0, 6.0, 8.0, 9.0), threshold=0.7))
+
+    prediction: Final = predictor.predict("hello", RequestType.GENERAL)
+
+    assert prediction.required_tier == 3
+
+
+def test_builtin_ultrafeedback_artifact_is_loadable() -> None:
+    artifact: Final = resolve_tier_artifact("ultrafeedback")
+
+    assert artifact.routing_threshold == 0.75
+    assert artifact.domain_prior_mass == 200.0
+    assert artifact.cohort_prior_mass == 20.0
+    assert artifact.datasets[0].license == "MIT"
diff --git a/tests/test_litellm/router_utils/pre_call_checks/test_deployment_affinity_check.py b/tests/test_litellm/router_utils/pre_call_checks/test_deployment_affinity_check.py
index b3a2bdda53c..b5651062098 100644
--- a/tests/test_litellm/router_utils/pre_call_checks/test_deployment_affinity_check.py
+++ b/tests/test_litellm/router_utils/pre_call_checks/test_deployment_affinity_check.py
@@ -1,11 +1,12 @@
 import asyncio
+import itertools
+import json
+from collections.abc import Sequence
+from typing import Final
 from unittest.mock import AsyncMock, patch
 
 import pytest
 
-
-import json
-
 import litellm
 from litellm.caching.dual_cache import DualCache
 from litellm.router_utils.pre_call_checks.deployment_affinity_check import (
@@ -102,11 +103,10 @@ async def test_async_user_key_affinity_routes_to_same_deployment():
 
     # Deterministic routing: first selection uses seq[0], second selection attempts seq[1]
     # unless the list has been filtered to length=1 by deployment affinity.
-    choice_calls = {"count": 0}
+    choice_calls: Final = itertools.count(1)
 
-    def deterministic_choice(seq):
-        choice_calls["count"] += 1
-        if choice_calls["count"] == 1:
+    def deterministic_choice(seq: Sequence[dict[str, object]]) -> dict[str, object]:
+        if next(choice_calls) == 1:
             return seq[0]
         return seq[1] if len(seq) > 1 else seq[0]
 
@@ -598,6 +598,45 @@ async def test_async_filter_deployments_falls_back_when_cached_deployment_is_unh
     assert filtered == healthy_deployments
 
 
+@pytest.mark.asyncio
+async def test_async_filter_deployments_does_not_pin_when_target_order_is_set():
+    user_key = "user-key-order-fallback"
+    stable_model_map_key = "claude-sonnet-4-5@20250929"
+    cache = AsyncMock()
+    cache.async_get_cache = AsyncMock(return_value={"model_id": "deployment-1"})
+    callback = DeploymentAffinityCheck(
+        cache=cache,
+        ttl_seconds=123,
+        enable_user_key_affinity=True,
+        enable_responses_api_affinity=False,
+    )
+    healthy_deployments = [
+        {
+            "model_name": stable_model_map_key,
+            "litellm_params": {"model": f"vertex_ai/{stable_model_map_key}"},
+            "model_info": {"id": "deployment-1"},
+        },
+        {
+            "model_name": stable_model_map_key,
+            "litellm_params": {
+                "model": f"bedrock/global.anthropic.{stable_model_map_key}-v1:0"
+            },
+            "model_info": {"id": "deployment-2"},
+        },
+    ]
+
+    filtered = await callback.async_filter_deployments(
+        model="some-router-model-group",
+        healthy_deployments=healthy_deployments,
+        messages=None,
+        request_kwargs={"_target_order": 2, "metadata": {"user_api_key_hash": user_key}},
+        parent_otel_span=None,
+    )
+
+    assert filtered == healthy_deployments
+    cache.async_get_cache.assert_not_called()
+
+
 @pytest.mark.asyncio
 async def test_async_user_key_affinity_ttl_expiry_allows_reroute():
     """
@@ -959,3 +998,212 @@ async def test_model_group_affinity_config_overrides_global():
     )
     # All deployments returned (user-key affinity disabled for this group)
     assert len(filtered) == 2
+
+
+def _jwt_metadata(user_id: str) -> dict[str, str | None]:
+    return {"user_api_key_hash": None, "user_api_key_user_id": user_id}
+
+
+def _two_deployments(model_group: str) -> list[dict]:
+    return [
+        {
+            "model_name": model_group,
+            "litellm_params": {"model": "openai/gpt-5.4-mini"},
+            "model_info": {"id": "openai-deployment-a"},
+        },
+        {
+            "model_name": model_group,
+            "litellm_params": {"model": "openai/gpt-5.4-mini"},
+            "model_info": {"id": "openai-deployment-b"},
+        },
+    ]
+
+
+@pytest.mark.asyncio
+async def test_async_jwt_user_affinity_routes_to_same_deployment():
+    """
+    JWT-authenticated proxy requests carry no `user_api_key_hash`, only `user_api_key_user_id`.
+    They must still pin to one deployment per user.
+    """
+    model_group = "gpt-5.4-mini"
+    router = litellm.Router(
+        model_list=[
+            {
+                "model_name": model_group,
+                "litellm_params": {"model": "openai/gpt-5.4-mini", "api_key": "mock-api-key-a"},
+                "model_info": {"id": "openai-deployment-a"},
+            },
+            {
+                "model_name": model_group,
+                "litellm_params": {"model": "openai/gpt-5.4-mini", "api_key": "mock-api-key-b"},
+                "model_info": {"id": "openai-deployment-b"},
+            },
+        ],
+        optional_pre_call_checks=["deployment_affinity"],
+    )
+
+    choice_calls = {"count": 0}
+
+    def deterministic_choice(seq):
+        choice_calls["count"] += 1
+        if choice_calls["count"] == 1:
+            return seq[0]
+        return seq[1] if len(seq) > 1 else seq[0]
+
+    with patch(  # test-quality-ok: simple-shuffle has no injectable RNG; forcing the other pick is what proves the pin overrides the strategy
+        "litellm.router_strategy.simple_shuffle.random.choice",
+        side_effect=deterministic_choice,
+    ):
+        first_response = await router.acompletion(
+            model=model_group,
+            messages=[{"role": "user", "content": "Reply with the single word ok"}],
+            mock_response="ok",
+            metadata=_jwt_metadata("jwt-user-alice"),
+        )
+        second_response = await router.acompletion(
+            model=model_group,
+            messages=[{"role": "user", "content": "Reply with the single word ok"}],
+            mock_response="ok",
+            metadata=_jwt_metadata("jwt-user-alice"),
+        )
+
+    first_model_id = first_response._hidden_params["model_id"]
+    assert first_model_id in ("openai-deployment-a", "openai-deployment-b")
+    assert second_response._hidden_params["model_id"] == first_model_id
+
+
+@pytest.mark.asyncio
+async def test_proxy_jwt_auth_metadata_pins_per_user():
+    """
+    The metadata the proxy stamps for a JWT caller (`UserAPIKeyAuth(api_key=None, user_id=<sub>)`)
+    must claim a pin and be read back by the filter, and another JWT user must not inherit it.
+    """
+    from litellm.proxy._types import UserAPIKeyAuth
+    from litellm.proxy.litellm_pre_call_utils import LiteLLMProxyRequestSetup
+
+    model_group = "gpt-5.4-mini"
+    healthy_deployments = _two_deployments(model_group)
+    callback = DeploymentAffinityCheck(
+        cache=DualCache(),
+        ttl_seconds=60,
+        enable_user_key_affinity=True,
+        enable_responses_api_affinity=False,
+    )
+
+    def proxy_request(user_id: str) -> dict[str, object]:
+        return LiteLLMProxyRequestSetup.add_user_api_key_auth_to_request_metadata(
+            data={"model": model_group, "messages": [{"role": "user", "content": "hi"}], "metadata": {}},
+            user_api_key_dict=UserAPIKeyAuth(api_key=None, user_id=user_id),
+            _metadata_variable_name="metadata",
+        )
+
+    alice_request = proxy_request("jwt-user-alice")
+    alice_metadata = alice_request["metadata"]
+    assert isinstance(alice_metadata, dict)
+    assert alice_metadata["user_api_key_hash"] is None
+
+    await callback.async_pre_call_deployment_hook(
+        kwargs={
+            **alice_request,
+            "metadata": {**alice_metadata, "deployment_model_name": model_group},
+            "model_info": {"id": "openai-deployment-b"},
+        },
+        call_type=None,
+    )
+
+    alice_pinned = await callback.async_filter_deployments(
+        model=model_group,
+        healthy_deployments=healthy_deployments,
+        messages=None,
+        request_kwargs=alice_request,
+        parent_otel_span=None,
+    )
+    assert [deployment["model_info"]["id"] for deployment in alice_pinned] == ["openai-deployment-b"]
+
+    bob_filtered = await callback.async_filter_deployments(
+        model=model_group,
+        healthy_deployments=healthy_deployments,
+        messages=None,
+        request_kwargs=proxy_request("jwt-user-bob"),
+        parent_otel_span=None,
+    )
+    assert bob_filtered == healthy_deployments
+
+
+@pytest.mark.asyncio
+async def test_jwt_user_id_never_reads_a_virtual_key_pin():
+    """
+    A JWT user id that happens to equal a virtual key's 64-hex hash must not read that key's pin.
+    """
+    model_group = "gpt-5.4-mini"
+    healthy_deployments = _two_deployments(model_group)
+    callback = DeploymentAffinityCheck(
+        cache=DualCache(),
+        ttl_seconds=60,
+        enable_user_key_affinity=True,
+        enable_responses_api_affinity=False,
+    )
+    key_hash = "a" * 64
+
+    await callback.async_pre_call_deployment_hook(
+        kwargs={
+            "metadata": {"user_api_key_hash": key_hash, "deployment_model_name": model_group},
+            "model_info": {"id": "openai-deployment-b"},
+        },
+        call_type=None,
+    )
+
+    key_pinned = await callback.async_filter_deployments(
+        model=model_group,
+        healthy_deployments=healthy_deployments,
+        messages=None,
+        request_kwargs={"metadata": {"user_api_key_hash": key_hash}},
+        parent_otel_span=None,
+    )
+    assert [deployment["model_info"]["id"] for deployment in key_pinned] == ["openai-deployment-b"]
+
+    lookalike_jwt_user = await callback.async_filter_deployments(
+        model=model_group,
+        healthy_deployments=healthy_deployments,
+        messages=None,
+        request_kwargs={"metadata": _jwt_metadata(key_hash)},
+        parent_otel_span=None,
+    )
+    assert lookalike_jwt_user == healthy_deployments
+
+
+@pytest.mark.asyncio
+async def test_virtual_key_hash_wins_over_user_id_for_affinity():
+    """
+    A virtual-key caller with a user id pins on the key hash, so two keys owned by one user
+    keep independent pins.
+    """
+    model_group = "gpt-5.4-mini"
+    healthy_deployments = _two_deployments(model_group)
+    callback = DeploymentAffinityCheck(
+        cache=DualCache(),
+        ttl_seconds=60,
+        enable_user_key_affinity=True,
+        enable_responses_api_affinity=False,
+    )
+
+    await callback.async_pre_call_deployment_hook(
+        kwargs={
+            "metadata": {
+                "user_api_key_hash": "key-one",
+                "user_api_key_user_id": "shared-user",
+                "deployment_model_name": model_group,
+            },
+            "model_info": {"id": "openai-deployment-b"},
+        },
+        call_type=None,
+    )
+
+    other_key_same_user = await callback.async_filter_deployments(
+        model=model_group,
+        healthy_deployments=healthy_deployments,
+        messages=None,
+        request_kwargs={"metadata": {"user_api_key_hash": "key-two", "user_api_key_user_id": "shared-user"}},
+        parent_otel_span=None,
+    )
+    assert other_key_same_user == healthy_deployments
diff --git a/tests/test_litellm/router_utils/pre_call_checks/test_prompt_caching_deployment_check.py b/tests/test_litellm/router_utils/pre_call_checks/test_prompt_caching_deployment_check.py
index f54a1cfa284..79ae00e155c 100644
--- a/tests/test_litellm/router_utils/pre_call_checks/test_prompt_caching_deployment_check.py
+++ b/tests/test_litellm/router_utils/pre_call_checks/test_prompt_caching_deployment_check.py
@@ -150,6 +150,25 @@ async def test_async_filter_deployments_narrows_prompt_above_model_minimum():
     assert filtered == [deployments[1]]
 
 
+@pytest.mark.asyncio
+async def test_async_filter_deployments_does_not_pin_when_target_order_is_set():
+    cache = DualCache()
+    check = PromptCachingDeploymentCheck(cache=cache)
+    deployments = _deployments("anthropic/claude-opus-4-6", "anthropic/claude-opus-4-6")
+    messages = _messages(word_count=5000)
+
+    await PromptCachingCache(cache=cache).async_add_model_id(model_id="dep-2", messages=messages, tools=None)
+
+    filtered = await check.async_filter_deployments(
+        model=MODEL_GROUP_ALIAS,
+        healthy_deployments=deployments,
+        messages=messages,
+        request_kwargs={"_target_order": 2},
+    )
+
+    assert filtered == deployments
+
+
 @pytest.mark.asyncio
 async def test_async_filter_deployments_narrows_for_group_whose_model_minimum_is_lower():
     """
diff --git a/tests/test_litellm/router_utils/pre_call_checks/test_session_id_affinity.py b/tests/test_litellm/router_utils/pre_call_checks/test_session_id_affinity.py
index a3772a276fa..cf48888600e 100644
--- a/tests/test_litellm/router_utils/pre_call_checks/test_session_id_affinity.py
+++ b/tests/test_litellm/router_utils/pre_call_checks/test_session_id_affinity.py
@@ -7,7 +7,7 @@ import json
 
 import litellm
 from litellm.caching.dual_cache import DualCache
-from litellm.constants import SESSION_DEPLOYMENT_AFFINITY_TTL_METADATA_KEY
+from litellm.constants import SESSION_DEPLOYMENT_AFFINITY_TTL_METADATA_KEY, SESSION_ID_GENERATED_METADATA_KEY
 from litellm.router_utils.pre_call_checks.deployment_affinity_check import (
     DeploymentAffinityCheck,
 )
@@ -180,6 +180,47 @@ async def test_async_session_id_affinity_priority_over_user_key():
     assert filtered[0]["model_info"]["id"] == "deployment-2"
 
 
+@pytest.mark.asyncio
+async def test_proxy_generated_session_id_does_not_pin_a_deployment():
+    """A session id the proxy generated for a request that had none is per request, so a
+    pin stored under it must be ignored and none must be written."""
+    cache = DualCache()
+    callback = DeploymentAffinityCheck(
+        cache=cache,
+        ttl_seconds=123,
+        enable_user_key_affinity=False,
+        enable_responses_api_affinity=False,
+        enable_session_id_affinity=True,
+    )
+    healthy_deployments = [
+        {"model_name": "model_group", "litellm_params": {"model": "model_1"}, "model_info": {"id": "deployment-1"}},
+        {"model_name": "model_group", "litellm_params": {"model": "model_2"}, "model_info": {"id": "deployment-2"}},
+    ]
+    await cache.async_set_cache(
+        DeploymentAffinityCheck.get_session_affinity_cache_key("model_group", "generated-1", user_key="user1"),
+        {"model_id": "deployment-2"},
+    )
+    request_kwargs = {
+        "metadata": {"user_api_key_hash": "user1", "session_id": "generated-1", SESSION_ID_GENERATED_METADATA_KEY: True}
+    }
+
+    filtered = await callback.async_filter_deployments(
+        model="model_group", healthy_deployments=healthy_deployments, messages=[], request_kwargs=request_kwargs
+    )
+    await callback.async_pre_call_deployment_hook(
+        kwargs={
+            "metadata": {**request_kwargs["metadata"], "deployment_model_name": "model_group"},
+            "model_info": {"id": "deployment-1"},
+        },
+        call_type=None,
+    )
+
+    assert len(filtered) == 2
+    assert await cache.async_get_cache(
+        DeploymentAffinityCheck.get_session_affinity_cache_key("model_group", "generated-1", user_key="user1")
+    ) == {"model_id": "deployment-2"}
+
+
 MOCK_RESPONSES_API_RESPONSE = {
     "id": "resp_mock-resp-456",
     "object": "response",
diff --git a/tests/test_litellm/router_utils/test_fallback_event_handlers.py b/tests/test_litellm/router_utils/test_fallback_event_handlers.py
index 8336926c050..a4965c49f07 100644
--- a/tests/test_litellm/router_utils/test_fallback_event_handlers.py
+++ b/tests/test_litellm/router_utils/test_fallback_event_handlers.py
@@ -11,7 +11,10 @@ from litellm.router_utils.fallback_event_handlers import (
     AttemptedFallbackTargets,
     _trigger_cooldown_for_failed_deployment,
     fallback_attempt_key,
+    clear_pre_routing_selection,
     get_fallback_model_group,
+    get_pre_routing_selection,
+    record_pre_routing_selection,
     run_async_fallback,
 )
 
@@ -611,6 +614,27 @@ async def test_run_async_fallback_forwards_attempted_model_groups_to_nested_call
     )
 
 
+@pytest.mark.asyncio
+async def test_run_async_fallback_can_target_the_requested_group_when_a_pre_router_replaced_it():
+    """The requested group was never called when a pre-router selected a tier, so a
+    tier fallback may legitimately target that originally requested group."""
+    router = RecordingRouter()
+
+    await run_async_fallback(
+        litellm_router=router,
+        fallback_model_group=["requested-model"],
+        original_model_group="requested-model",
+        original_exception=RuntimeError("selected tier failed"),
+        max_fallbacks=3,
+        fallback_depth=0,
+        model="requested-model",
+        metadata={"pre_routing_selected_model": "selected-tier"},
+    )
+
+    assert router.received_kwargs["model"] == "requested-model"
+    assert router.received_kwargs["attempted_targets"].keys == frozenset({"selected-tier", "requested-model"})
+
+
 @pytest.mark.asyncio
 @pytest.mark.parametrize(
     "entry",
@@ -1090,3 +1114,141 @@ async def test_run_async_fallback_preserves_original_model_group_on_nested_fallb
     metadata = router.received_kwargs["metadata"]
     assert metadata["attempted_fallbacks"] == 2
     assert metadata["original_model_group"] == "primary-model"
+
+
+class TestPreRoutingSelectionCarriesToFallbacks:
+    """#38832: a complexity/auto router picks a tier behind the router name, but fallback
+    lookup kept using the router name, so the tier's configured chain never ran."""
+
+    def test_selection_is_recorded_in_the_metadata_bucket(self):
+        kwargs = {"model": "smart-router", "metadata": {}}
+        record_pre_routing_selection(kwargs, "tier1")
+        assert kwargs["metadata"]["pre_routing_selected_model"] == "tier1"
+        assert get_pre_routing_selection(kwargs) == "tier1"
+
+    def test_selection_is_recorded_in_the_litellm_metadata_bucket(self):
+        kwargs = {"model": "smart-router", "litellm_metadata": {}}
+        record_pre_routing_selection(kwargs, "tier2")
+        assert get_pre_routing_selection(kwargs) == "tier2"
+
+    def test_a_bucket_survives_the_kwargs_copy_that_fallbacks_run_on(self):
+        """The bucket is shared by reference, which is the whole reason this works."""
+        outer = {"model": "smart-router", "metadata": {}}
+        inner = {**outer}
+        record_pre_routing_selection(inner, "tier1")
+        assert get_pre_routing_selection(outer) == "tier1"
+
+    def test_no_selection_reads_as_none(self):
+        assert get_pre_routing_selection({"model": "smart-router", "metadata": {}}) is None
+        assert get_pre_routing_selection({"model": "smart-router"}) is None
+
+    def test_missing_kwargs_is_a_no_op(self):
+        """A caller with no kwargs must not raise, and must not leak the selection anywhere."""
+        record_pre_routing_selection(None, "tier1")
+
+        assert get_pre_routing_selection({}) is None
+
+    def test_a_non_dict_bucket_is_ignored(self):
+        kwargs = {"model": "smart-router", "metadata": "not-a-dict"}
+        record_pre_routing_selection(kwargs, "tier1")
+        assert get_pre_routing_selection(kwargs) is None
+
+    def test_fallbacks_resolve_against_the_selected_tier(self):
+        """The lookup the router performs, keyed on the tier rather than the router name."""
+        fallbacks = [{"tier1": ["backup-a", "backup-b"]}, {"tier2": ["backup-c"]}]
+        assert get_fallback_model_group(fallbacks=fallbacks, model_group="tier1")[0] == ["backup-a", "backup-b"]
+        assert get_fallback_model_group(fallbacks=fallbacks, model_group="smart-router")[0] is None
+
+
+class TestPreRoutingSelectionIsPerHop:
+    """#38832 review: the buckets also carry whatever the caller sent, and a fallback hop
+    inherits the previous hop's tier, so a hop must start without a selection."""
+
+    def test_a_caller_supplied_selection_is_dropped(self):
+        kwargs = {"model": "plain", "metadata": {"pre_routing_selected_model": "tier1"}}
+
+        clear_pre_routing_selection(kwargs)
+
+        assert get_pre_routing_selection(kwargs) is None
+        assert "pre_routing_selected_model" not in kwargs["metadata"]
+
+    def test_both_buckets_are_cleared(self):
+        kwargs = {
+            "metadata": {"pre_routing_selected_model": "tier1"},
+            "litellm_metadata": {"pre_routing_selected_model": "tier2"},
+        }
+
+        clear_pre_routing_selection(kwargs)
+
+        assert get_pre_routing_selection(kwargs) is None
+
+    def test_the_rest_of_the_bucket_is_left_alone(self):
+        kwargs = {"metadata": {"pre_routing_selected_model": "tier1", "tags": ["a"]}}
+
+        clear_pre_routing_selection(kwargs)
+
+        assert kwargs["metadata"] == {"tags": ["a"]}
+
+    def test_clearing_is_a_no_op_without_a_usable_bucket(self):
+        kwargs = {"model": "plain", "metadata": "not-a-dict"}
+
+        clear_pre_routing_selection(None)
+        clear_pre_routing_selection(kwargs)
+
+        assert kwargs == {"model": "plain", "metadata": "not-a-dict"}
+
+    def test_a_selection_recorded_after_clearing_is_kept(self):
+        """Clearing runs before routing, so the hook's own write must survive it."""
+        kwargs = {"model": "smart-router", "metadata": {"pre_routing_selected_model": "stale"}}
+
+        clear_pre_routing_selection(kwargs)
+        record_pre_routing_selection(kwargs, "tier1")
+
+        assert get_pre_routing_selection(kwargs) == "tier1"
+
+
+class TestOrderedFallbackLookupGroups:
+    def test_tier_first_then_requested_group_deduped(self):
+        from litellm.router_utils.fallback_event_handlers import (
+            PRE_ROUTING_SELECTED_MODEL_KEY,
+            fallback_lookup_groups,
+        )
+
+        kwargs = {"litellm_metadata": {PRE_ROUTING_SELECTED_MODEL_KEY: "tier1"}}
+        assert fallback_lookup_groups(kwargs, "smart-router") == ("tier1", "smart-router")
+        assert fallback_lookup_groups(kwargs, "tier1") == ("tier1",)
+        assert fallback_lookup_groups({}, "smart-router") == ("smart-router",)
+        assert fallback_lookup_groups({}, None) == ()
+
+    def test_session_remap_keeps_the_bound_router_between_tier_and_requested_group(self):
+        from litellm.router_utils.fallback_event_handlers import (
+            PRE_ROUTING_SELECTED_MODEL_KEY,
+            fallback_lookup_groups,
+        )
+
+        kwargs = {
+            "litellm_metadata": {
+                PRE_ROUTING_SELECTED_MODEL_KEY: "tier1",
+                "model_group": "smart-router",
+            }
+        }
+
+        assert fallback_lookup_groups(kwargs, "requested-model") == (
+            "tier1",
+            "smart-router",
+            "requested-model",
+        )
+        assert fallback_lookup_groups({"metadata": {"model_group": []}}, "requested-model") == (
+            "requested-model",
+        )
+
+    def test_first_resolving_group_wins_and_generic_idx_survives_a_miss(self):
+        from litellm.router_utils.fallback_event_handlers import (
+            get_fallback_model_group_for_lookup_groups,
+        )
+
+        fallbacks = [{"tier1": ["backup-a"]}, {"smart-router": ["backup-b"]}, {"*": ["backup-c"]}]
+        assert get_fallback_model_group_for_lookup_groups(fallbacks, ("tier1", "smart-router")) == (["backup-a"], None)
+        assert get_fallback_model_group_for_lookup_groups(fallbacks, ("tier9", "smart-router")) == (["backup-b"], None)
+        assert get_fallback_model_group_for_lookup_groups(fallbacks, ("tier9", "no-such")) == (["backup-c"], 2)
+        assert get_fallback_model_group_for_lookup_groups([{"tier1": ["backup-a"]}], ("no", "nope")) == (None, None)
diff --git a/tests/test_litellm/router_utils/test_pattern_match_deployments.py b/tests/test_litellm/router_utils/test_pattern_match_deployments.py
new file mode 100644
index 00000000000..795d448ef5f
--- /dev/null
+++ b/tests/test_litellm/router_utils/test_pattern_match_deployments.py
@@ -0,0 +1,78 @@
+"""Behavior pins for ``litellm/router_utils/pattern_match_deployments.py``."""
+
+from __future__ import annotations
+
+from litellm.router_utils import pattern_match_deployments
+from litellm.router_utils.pattern_match_deployments import PatternMatchRouter
+
+
+def _wildcard_deployment(model_name: str) -> dict:
+    return {"model_name": model_name, "litellm_params": {"model": model_name}}
+
+
+def _matched_models(matches: list[dict] | None) -> list[str]:
+    return [deployment["litellm_params"]["model"] for deployment in matches or []]
+
+
+def test_get_pattern_never_resolves_declared_authenticating_providers(monkeypatch):
+    """Regression: resolving a github_copilot/chatgpt name through ``get_llm_provider`` runs the
+    provider's OAuth device flow; the auth layer walks every wildcard router on every request, so
+    a single metadata lookup for an unserved name would block the proxy's event loop."""
+    resolution_attempts: list[str] = []
+
+    def _oauth_tripwire(model, *args, **kwargs):
+        resolution_attempts.append(model)
+        raise AssertionError("get_llm_provider would run the OAuth device flow")
+
+    monkeypatch.setattr(pattern_match_deployments, "get_llm_provider", _oauth_tripwire)
+
+    unmatched_router = PatternMatchRouter()
+    unmatched_router.add_pattern("anthropic/*", _wildcard_deployment("anthropic/*"))
+    assert unmatched_router.get_pattern("github_copilot/gpt-4o") is None
+
+    matched_router = PatternMatchRouter()
+    matched_router.add_pattern("github_copilot/*", _wildcard_deployment("github_copilot/*"))
+    assert _matched_models(matched_router.get_pattern("github_copilot/gpt-4o")) == ["github_copilot/gpt-4o"]
+    assert _matched_models(matched_router.get_pattern("gpt-4o", custom_llm_provider="github_copilot")) == [
+        "github_copilot/gpt-4o"
+    ]
+
+    assert resolution_attempts == []
+
+
+def test_get_pattern_bare_provider_name_never_matches_that_providers_wildcard(monkeypatch):
+    """Regression: a bare ``github_copilot`` adopted itself as its provider and retried as
+    ``github_copilot/github_copilot``, false-matching the wildcard for a name no deployment serves."""
+
+    def _unknown_provider(model, *args, **kwargs):
+        raise ValueError(f"unknown provider for {model}")
+
+    monkeypatch.setattr(pattern_match_deployments, "get_llm_provider", _unknown_provider)
+    router = PatternMatchRouter()
+    router.add_pattern("github_copilot/*", _wildcard_deployment("github_copilot/*"))
+    assert router.get_pattern("github_copilot") is None
+
+
+def test_get_pattern_missing_model_returns_none(monkeypatch):
+    """Regression: a request without a model reaches the auth layer's pattern walk as ``None``; the
+    declared-provider guard raised ``TypeError`` where the old inline resolve swallowed every
+    resolver error, so the proxy's missing-model 400 became a crash."""
+
+    def _unknown_provider(model, *args, **kwargs):
+        raise ValueError(f"unknown provider for {model}")
+
+    monkeypatch.setattr(pattern_match_deployments, "get_llm_provider", _unknown_provider)
+    router = PatternMatchRouter()
+    router.add_pattern("openai/*", _wildcard_deployment("openai/*"))
+    assert router.get_pattern(None) is None
+
+
+def test_get_pattern_still_resolves_unqualified_names(monkeypatch):
+    monkeypatch.setattr(
+        pattern_match_deployments,
+        "get_llm_provider",
+        lambda model, **kwargs: (model, "openai", None, None),
+    )
+    router = PatternMatchRouter()
+    router.add_pattern("openai/*", _wildcard_deployment("openai/*"))
+    assert _matched_models(router.get_pattern("gpt-4o")) == ["openai/gpt-4o"]
diff --git a/tests/test_litellm/router_utils/test_reasoning_effort_capability.py b/tests/test_litellm/router_utils/test_reasoning_effort_capability.py
index a0dbf3b6637..7b2e45ab3ed 100644
--- a/tests/test_litellm/router_utils/test_reasoning_effort_capability.py
+++ b/tests/test_litellm/router_utils/test_reasoning_effort_capability.py
@@ -371,3 +371,20 @@ class TestKimiK3AdvertisesItsDocumentedLevels:
             "low",
             "high",
         )
+
+
+class TestGpt6AstraAdvertisesItsDocumentedLevels:
+    def test_the_entry_advertises_low_through_max_without_none(self, local_model_cost_map):
+        """OpenAI documents low, medium, high, xhigh and max for gpt-6-astra. Unlike gpt-5.6-sol it
+        does not take none, so a group must not offer none and must offer max."""
+        from litellm.utils import _get_model_info_helper
+
+        model_info = dict(_get_model_info_helper(model="gpt-6-astra", custom_llm_provider="openai"))
+
+        assert resolve_supported_reasoning_efforts(model_info, deployment_is_mapped=True) == (
+            "low",
+            "medium",
+            "high",
+            "xhigh",
+            "max",
+        )
diff --git a/tests/test_litellm/rust_bridge/native_route_wheel_test.py b/tests/test_litellm/rust_bridge/native_route_wheel_test.py
new file mode 100644
index 00000000000..a89a985952b
--- /dev/null
+++ b/tests/test_litellm/rust_bridge/native_route_wheel_test.py
@@ -0,0 +1,349 @@
+from __future__ import annotations
+
+import asyncio
+import importlib.util
+import json
+import os
+import signal
+import subprocess
+import sys
+import tempfile
+import threading
+import zipfile
+from http.client import HTTPMessage
+from http.server import BaseHTTPRequestHandler, ThreadingHTTPServer
+from pathlib import Path
+from socket import socket as Socket
+from typing import Final
+
+REQUEST_STARTED: Final = threading.Event()
+REQUEST_CANCELLED: Final = threading.Event()
+
+ANTHROPIC_RESPONSE: Final = (
+    b'{"id":"msg_native","type":"message","role":"assistant",'
+    b'"model":"claude-sonnet-4-5","content":[{"type":"text","text":"native-message"}],'
+    b'"stop_reason":"end_turn","stop_sequence":null,'
+    b'"usage":{"input_tokens":2,"output_tokens":3}}'
+)
+
+
+class NativeRouteHandler(BaseHTTPRequestHandler):
+    protocol_version = "HTTP/1.1"
+
+    def do_POST(self) -> None:
+        content_length: Final = int(self.headers.get("content-length", "0"))
+        body: Final = json.loads(self.rfile.read(content_length))
+        route: Final = self.headers.get("x-test-route")
+        outcome: Final = self.headers.get("x-test-outcome")
+        assert_native_request(route, outcome, self.path, self.headers, body)
+        if outcome == "hang":
+            REQUEST_STARTED.set()
+            self.connection.settimeout(5)
+            if connection_was_cancelled(self.connection):
+                REQUEST_CANCELLED.set()
+            return
+
+        status: Final = 429 if outcome == "429" else 200
+        response_body: Final = native_response(status, route)
+
+        self.send_response(status)
+        self.send_header("content-type", "application/json")
+        self.send_header("content-length", str(len(response_body)))
+        self.send_header("connection", "close")
+        self.end_headers()
+        self.wfile.write(response_body)
+
+    def log_message(self, _message_format: str, *_args: object) -> None:
+        pass
+
+
+def connection_was_cancelled(connection: Socket) -> bool:
+    try:
+        return connection.recv(1) == b""
+    except TimeoutError:
+        return False
+    except OSError:
+        return True
+
+
+def assert_native_request(
+    route: str | None,
+    outcome: str | None,
+    path: str,
+    headers: HTTPMessage,
+    body: object,
+) -> None:
+    if route not in {"ocr", "transcription", "messages", "chat_completions"}:
+        raise AssertionError(f"unexpected route marker: {route!r}")
+    if outcome not in {"success", "429", "hang"}:
+        raise AssertionError(f"unexpected outcome marker: {outcome!r}")
+    if not isinstance(body, dict):
+        raise TypeError(f"{route} sent {type(body).__name__}, expected a JSON object")
+    if route == "ocr":
+        assert path == "/v1/ocr"
+        assert headers.get("authorization") == "Bearer sk-native"
+        assert body["model"] == "mistral-ocr-latest"
+        assert body["document"]["document_url"] == "https://example.com/document.pdf"
+        assert body["include_image_base64"] is True
+        return
+    if route == "transcription":
+        assert path == "/model/mistral.voxtral-mini-3b-2507/converse"
+        assert headers.get("authorization", "").startswith("AWS4-HMAC-SHA256 ")
+        assert headers.get("x-amz-date")
+        assert body["messages"][0]["content"][0]["audio"]["source"]["bytes"] == "AQI="
+        assert "The audio language is en" in body["messages"][0]["content"][1]["text"]
+        return
+    assert path == "/v1/messages"
+    assert headers.get("x-api-key") == "sk-native"
+    assert body["model"] == "claude-sonnet-4-5"
+    if route == "messages":
+        assert body["max_tokens"] == 16
+        assert body["messages"][0]["content"] == "hello-from-messages"
+        return
+    assert body["max_tokens"] == 17
+    assert body["messages"][0]["content"] == [{"type": "text", "text": "hello-from-chat"}]
+
+
+def native_response(status: int, route: str | None) -> bytes:
+    if status == 429:
+        return b'{"error":"native-rate-limit"}'
+    if route == "ocr":
+        return b'{"pages":[{"index":0,"markdown":"native-ocr"}]}'
+    if route == "transcription":
+        return b'{"output":{"message":{"content":[{"text":"native-transcription"}]}}}'
+    return ANTHROPIC_RESPONSE
+
+
+def load_native(native_path: Path) -> object:
+    module_spec: Final = importlib.util.spec_from_file_location("litellm.rust_bridge._native", native_path)
+    if module_spec is None or module_spec.loader is None:
+        raise RuntimeError("cannot create native extension import specification")
+    native_module: Final = importlib.util.module_from_spec(module_spec)
+    module_spec.loader.exec_module(native_module)
+    return native_module
+
+
+def route_kwargs(route: str, api_base: str, outcome: str) -> dict[str, object]:
+    common: Final = {
+        "api_base": api_base,
+        "extra_headers": {"x-test-outcome": outcome, "x-test-route": route},
+        "timeout_seconds": 3.0,
+    }
+    if route == "ocr":
+        return common | {
+            "model": "mistral-ocr-latest",
+            "document": {"type": "document_url", "document_url": "https://example.com/document.pdf"},
+            "api_key": "sk-native",
+            "custom_llm_provider": "mistral",
+            "optional_params": {"include_image_base64": True},
+        }
+    if route == "transcription":
+        return common | {
+            "model": "mistral.voxtral-mini-3b-2507",
+            "audio": {"data": "AQI=", "format": "wav", "filename": "audio.wav"},
+            "custom_llm_provider": "bedrock",
+            "optional_params": {
+                "aws_access_key_id": "native-access-key",
+                "aws_secret_access_key": "native-secret-key",
+                "aws_region_name": "us-east-1",
+                "language": "en",
+            },
+        }
+    if route == "messages":
+        return common | {
+            "model": "claude-sonnet-4-5",
+            "body": {
+                "model": "claude-sonnet-4-5",
+                "max_tokens": 16,
+                "messages": [{"role": "user", "content": "hello-from-messages"}],
+            },
+            "api_key": "sk-native",
+            "custom_llm_provider": "anthropic",
+        }
+    if route == "chat_completions":
+        return common | {
+            "model": "anthropic/claude-sonnet-4-5",
+            "messages": [{"role": "user", "content": "hello-from-chat"}],
+            "optional_params": {"max_tokens": 17},
+            "api_key": "sk-native",
+        }
+    raise AssertionError(f"unknown route: {route}")
+
+
+def assert_success(route: str, response: object) -> None:
+    if not isinstance(response, dict):
+        raise TypeError(f"{route} returned {type(response).__name__}, expected dict")
+    actual: Final = success_value(route, response)
+    expected: Final = (
+        "native-ocr" if route == "ocr" else "native-transcription" if route == "transcription" else "native-message"
+    )
+    if actual != expected:
+        raise AssertionError(f"{route} returned {actual!r}, expected {expected!r}")
+
+
+def assert_traced_success(route: str, response: object) -> None:
+    if not isinstance(response, dict):
+        raise TypeError(f"{route} returned {type(response).__name__}, expected a traced dict")
+    assert_success(route, response["response"])
+    expected_function: Final = "audio_transcription" if route == "transcription" else route
+    assert response["trace"][0] == {"function": expected_function, "depth": 0}
+
+
+def success_value(route: str, response: dict[object, object]) -> object:
+    if route == "ocr":
+        return response["pages"][0]["markdown"]
+    if route == "transcription":
+        return response["text"]
+    if route == "messages":
+        return response["content"][0]["text"]
+    return response["choices"][0]["message"]["content"]
+
+
+def assert_rate_limit(native: object, route: str, error: BaseException) -> None:
+    if route in {"ocr", "chat_completions"}:
+        upstream_error: Final = native.RustUpstreamError
+        if not isinstance(error, upstream_error) or error.args[0] != 429:
+            raise AssertionError(f"{route} returned the wrong 429 error: {error!r}")
+        return
+    if not isinstance(error, RuntimeError) or "429" not in str(error):
+        raise AssertionError(f"{route} returned the wrong 429 error: {error!r}")
+
+
+def exercise_sync(native: object, api_base: str) -> None:
+    for route in ("ocr", "transcription", "messages", "chat_completions"):
+        function: Final = getattr(native, route)
+        assert_success(route, function(**route_kwargs(route, api_base, "success")))
+        assert_traced_success(route, function(**route_kwargs(route, api_base, "success"), trace=True))
+        try:
+            function(**route_kwargs(route, api_base, "429"))
+        except (RuntimeError, native.RustUpstreamError) as error:
+            assert_rate_limit(native, route, error)
+        else:
+            raise AssertionError(f"{route} accepted a 429 response")
+
+
+async def exercise_async(native: object, api_base: str) -> None:
+    for route in ("ocr", "transcription", "messages", "chat_completions"):
+        function: Final = getattr(native, f"a{route}")
+        assert_success(route, await function(**route_kwargs(route, api_base, "success")))
+        assert_traced_success(route, await function(**route_kwargs(route, api_base, "success"), trace=True))
+        try:
+            await function(**route_kwargs(route, api_base, "429"))
+        except (RuntimeError, native.RustUpstreamError) as error:
+            assert_rate_limit(native, route, error)
+        else:
+            raise AssertionError(f"a{route} accepted a 429 response")
+
+
+async def exercise_async_concurrency(native: object, api_base: str) -> None:
+    responses: Final = await asyncio.wait_for(
+        asyncio.gather(
+            *(
+                native.amessages(**route_kwargs("messages", api_base, "success"))
+                for _ in range(32)
+            )
+        ),
+        timeout=15,
+    )
+    for response in responses:
+        assert_success("messages", response)
+
+
+def exercise_routes(native_path: Path, api_base: str) -> object:
+    native: Final = load_native(native_path)
+    exercise_sync(native, api_base)
+    asyncio.run(exercise_async(native, api_base))
+    asyncio.run(exercise_async_concurrency(native, api_base))
+    return native
+
+
+def exercise_signal(native: object, api_base: str) -> int:
+    try:
+        native.messages(
+            **route_kwargs("messages", api_base, "hang"),
+        )
+    except KeyboardInterrupt:
+        sys.stdout.write("KeyboardInterrupt\n")
+        sys.stdout.flush()
+        sys.stdin.read(1)
+        return 0
+    raise AssertionError("sync native route ignored SIGINT")
+
+
+def verify_sigint(native_path: Path, api_base: str) -> None:
+    REQUEST_STARTED.clear()
+    REQUEST_CANCELLED.clear()
+    process: Final = subprocess.Popen(
+        (sys.executable, __file__, "child", str(native_path), api_base),
+        stdin=subprocess.PIPE,
+        stdout=subprocess.PIPE,
+        stderr=subprocess.PIPE,
+        text=True,
+    )
+    try:
+        if not REQUEST_STARTED.wait(30):
+            process.kill()
+            stdout, stderr = process.communicate(timeout=5)
+            raise AssertionError(
+                f"native route matrix did not reach the hanging upstream\nstdout:\n{stdout}\nstderr:\n{stderr}"
+            )
+        os.kill(process.pid, signal.SIGINT)
+        if not REQUEST_CANCELLED.wait(5):
+            raise AssertionError("interrupted native route did not cancel its upstream future")
+        if process.poll() is not None:
+            raise AssertionError("signal child exited before cancellation was observed")
+        stdout, stderr = process.communicate(input="\n", timeout=5)
+        if process.returncode != 0 or stdout != "KeyboardInterrupt\n":
+            raise AssertionError(
+                f"signal child exited with status {process.returncode}\nstdout:\n{stdout}\nstderr:\n{stderr}"
+            )
+    finally:
+        if process.poll() is None:
+            process.kill()
+            process.wait(timeout=5)
+
+
+def verify_wheel(wheel: Path) -> int:
+    with tempfile.TemporaryDirectory() as temporary_directory, zipfile.ZipFile(wheel) as archive:
+        wheel_root: Final = Path(temporary_directory)
+        for member in archive.infolist():
+            target: Final = wheel_root / member.filename
+            if member.is_dir():
+                target.mkdir(parents=True, exist_ok=True)
+            else:
+                target.parent.mkdir(parents=True, exist_ok=True)
+                target.write_bytes(archive.read(member))
+        native_members: Final = tuple(
+            member
+            for member in archive.infolist()
+            if member.filename.startswith("litellm/rust_bridge/_native.") and member.filename.endswith(".so")
+        )
+        if len(native_members) != 1:
+            raise AssertionError(f"expected one native extension, found {len(native_members)}")
+        native_path: Final = wheel_root / native_members[0].filename
+
+        server: Final = ThreadingHTTPServer(("127.0.0.1", 0), NativeRouteHandler)
+        server_thread: Final = threading.Thread(target=server.serve_forever, daemon=True)
+        server_thread.start()
+        api_base: Final = f"http://127.0.0.1:{server.server_address[1]}"
+        try:
+            verify_sigint(native_path, api_base)
+        finally:
+            server.shutdown()
+            server.server_close()
+            server_thread.join(timeout=5)
+    return 0
+
+
+def main() -> int:
+    if len(sys.argv) == 2:
+        return verify_wheel(Path(sys.argv[1]))
+    if len(sys.argv) == 4 and sys.argv[1] == "child":
+        native: Final = exercise_routes(Path(sys.argv[2]), sys.argv[3])
+        return exercise_signal(native, sys.argv[3])
+    sys.stderr.write(f"usage: {Path(sys.argv[0]).name} WHEEL\n")
+    return 2
+
+
+if __name__ == "__main__":
+    sys.exit(main())
diff --git a/tests/test_litellm/rust_bridge/test_bindings.py b/tests/test_litellm/rust_bridge/test_bindings.py
new file mode 100644
index 00000000000..88036a5a556
--- /dev/null
+++ b/tests/test_litellm/rust_bridge/test_bindings.py
@@ -0,0 +1,35 @@
+from types import SimpleNamespace
+from typing import Final
+
+import pytest
+
+from litellm.rust_bridge import bindings
+
+
+def test_binding_distinguishes_disable_from_reset(monkeypatch) -> None:
+    native = SimpleNamespace(route=lambda: "native")
+    monkeypatch.setattr(bindings, "get_native_bridge", lambda: native)
+    binding: bindings.NativeBinding[object] = bindings.NativeBinding("route", validate=lambda value: value)
+
+    assert binding.load() is native.route
+
+    binding.override(None)
+    assert binding.load() is None
+
+    replacement = object()
+    binding.override(replacement)
+    assert binding.load() is replacement
+
+    binding.reset()
+    assert binding.load() is native.route
+
+
+@pytest.mark.parametrize(("value", "expected"), ((3, 3), ("invalid", None), (None, None)))
+def test_binding_validates_native_attribute(
+    monkeypatch: pytest.MonkeyPatch, value: object, expected: int | None
+) -> None:
+    native: Final = SimpleNamespace(route=value)
+    monkeypatch.setattr(bindings, "get_native_bridge", lambda: native)
+    binding: Final = bindings.NativeBinding("route", validate=lambda item: item if isinstance(item, int) else None)
+
+    assert binding.load() == expected
diff --git a/tests/test_litellm/rust_bridge/test_chat_completions.py b/tests/test_litellm/rust_bridge/test_chat_completions.py
index 47cb66932b7..03921133c77 100644
--- a/tests/test_litellm/rust_bridge/test_chat_completions.py
+++ b/tests/test_litellm/rust_bridge/test_chat_completions.py
@@ -11,6 +11,7 @@ import pytest
 
 import litellm
 from litellm.rust_bridge import chat_completions as bridge
+from litellm.rust_bridge import configuration
 from litellm.types.utils import ModelResponse
 
 RUST_RESPONSE = {
@@ -68,13 +69,11 @@ def _hide_native_bridge(monkeypatch):
 @pytest.fixture(autouse=True)
 def reset_bridge():
     """Every test starts with no injected callables, and leaves none behind."""
-    bridge.set_rust_chat_completions(
-        chat_completions=None, achat_completions=None, decline=None
-    )
+    bridge.set_rust_chat_completions(chat_completions=None, achat_completions=None, decline=None)
+    configuration.reset_rust_configuration()
     yield
-    bridge.set_rust_chat_completions(
-        chat_completions=None, achat_completions=None, decline=None
-    )
+    bridge.set_rust_chat_completions(chat_completions=None, achat_completions=None, decline=None)
+    configuration.reset_rust_configuration()
 
 
 class _RecordingDecline:
@@ -138,6 +137,18 @@ class TestGate:
         assert gate.calls[0]["model"] == "claude-sonnet-4-5"
         assert gate.calls[0]["custom_llm_provider"] == "anthropic"
 
+    def test_explicit_false_overrides_process_enable(self):
+        bridge.set_rust_chat_completions(decline=_RecordingDecline())
+        configuration.use_litellm_rust(True)
+
+        assert _accepts(litellm_params={"rust": False}) is False
+
+    def test_process_enable_applies_without_request_override(self):
+        bridge.set_rust_chat_completions(decline=_RecordingDecline())
+        configuration.use_litellm_rust(True)
+
+        assert _accepts(litellm_params={}) is True
+
     def test_the_env_var_opts_in_without_a_per_model_flag(self, monkeypatch):
         monkeypatch.setenv("LITELLM_RUST", "true")
         bridge.set_rust_chat_completions(decline=_RecordingDecline())
@@ -253,9 +264,7 @@ class TestSyncCall:
         assert result.usage.completion_tokens == 4
         assert result.usage.total_tokens == 15
         assert result._hidden_params["additional_headers"] == {"x-litellm-rust": "true"}
-        assert result.id == original_id, (
-            "the rust path must keep the chatcmpl id litellm already minted"
-        )
+        assert result.id == original_id, "the rust path must keep the chatcmpl id litellm already minted"
 
     def test_passes_the_timeout_through_as_seconds(self):
         native = _RecordingCall()
@@ -269,9 +278,7 @@ class TestSyncCall:
 
     def test_falls_back_when_the_core_declines_before_calling_the_provider(self, monkeypatch):
         _fake_native_bridge(monkeypatch)
-        bridge.set_rust_chat_completions(
-            chat_completions=_RecordingCall(error=_FakeDeclined("streaming"))
-        )
+        bridge.set_rust_chat_completions(chat_completions=_RecordingCall(error=_FakeDeclined("streaming")))
         assert bridge.chat_completions(**_call_kwargs(ModelResponse())) is None
 
 
@@ -290,13 +297,9 @@ class TestAsyncCall:
         assert await bridge.achat_completions(**_call_kwargs(ModelResponse())) is None
 
     @pytest.mark.asyncio
-    async def test_falls_back_when_the_core_declines_before_calling_the_provider(
-        self, monkeypatch
-    ):
+    async def test_falls_back_when_the_core_declines_before_calling_the_provider(self, monkeypatch):
         _fake_native_bridge(monkeypatch)
-        bridge.set_rust_chat_completions(
-            achat_completions=_RecordingAsyncCall(error=_FakeDeclined("streaming"))
-        )
+        bridge.set_rust_chat_completions(achat_completions=_RecordingAsyncCall(error=_FakeDeclined("streaming")))
         assert await bridge.achat_completions(**_call_kwargs(ModelResponse())) is None
 
 
@@ -310,25 +313,19 @@ class TestAsyncFallbackWrapper:
             ran.append(True)
             return "python"
 
-        result = await bridge.achat_completions_or_fallback(
-            **_call_kwargs(ModelResponse()), python_fallback=fallback
-        )
+        result = await bridge.achat_completions_or_fallback(**_call_kwargs(ModelResponse()), python_fallback=fallback)
         assert result.choices[0].message.content == "hello from rust"
         assert ran == []
 
     @pytest.mark.asyncio
     async def test_runs_the_fallback_when_the_core_declines(self, monkeypatch):
         _fake_native_bridge(monkeypatch)
-        bridge.set_rust_chat_completions(
-            achat_completions=_RecordingAsyncCall(error=_FakeDeclined("streaming"))
-        )
+        bridge.set_rust_chat_completions(achat_completions=_RecordingAsyncCall(error=_FakeDeclined("streaming")))
 
         async def fallback():
             return "python"
 
-        result = await bridge.achat_completions_or_fallback(
-            **_call_kwargs(ModelResponse()), python_fallback=fallback
-        )
+        result = await bridge.achat_completions_or_fallback(**_call_kwargs(ModelResponse()), python_fallback=fallback)
         assert result == "python"
 
     @pytest.mark.asyncio
@@ -338,9 +335,7 @@ class TestAsyncFallbackWrapper:
         async def fallback():
             return "python"
 
-        result = await bridge.achat_completions_or_fallback(
-            **_call_kwargs(ModelResponse()), python_fallback=fallback
-        )
+        result = await bridge.achat_completions_or_fallback(**_call_kwargs(ModelResponse()), python_fallback=fallback)
         assert result == "python"
 
 
@@ -353,17 +348,13 @@ class TestFailureClassification:
         _fake_native_bridge(monkeypatch)
 
     def test_a_decline_falls_back_because_nothing_was_sent(self):
-        bridge.set_rust_chat_completions(
-            chat_completions=_RecordingCall(error=_FakeDeclined("streaming"))
-        )
+        bridge.set_rust_chat_completions(chat_completions=_RecordingCall(error=_FakeDeclined("streaming")))
         assert bridge.chat_completions(**_call_kwargs(ModelResponse())) is None
 
     def test_an_upstream_failure_is_surfaced_with_its_status(self):
         from litellm.exceptions import APIError
 
-        bridge.set_rust_chat_completions(
-            chat_completions=_RecordingCall(error=_FakeUpstream(429, "429: rate limited"))
-        )
+        bridge.set_rust_chat_completions(chat_completions=_RecordingCall(error=_FakeUpstream(429, "429: rate limited")))
         with pytest.raises(APIError) as raised:
             bridge.chat_completions(**_call_kwargs(ModelResponse()))
         assert raised.value.status_code == 429
@@ -372,17 +363,13 @@ class TestFailureClassification:
     def test_a_transport_failure_with_no_response_surfaces_as_a_500(self):
         from litellm.exceptions import APIError
 
-        bridge.set_rust_chat_completions(
-            chat_completions=_RecordingCall(error=_FakeUpstream(0, "connection reset"))
-        )
+        bridge.set_rust_chat_completions(chat_completions=_RecordingCall(error=_FakeUpstream(0, "connection reset")))
         with pytest.raises(APIError) as raised:
             bridge.chat_completions(**_call_kwargs(ModelResponse()))
         assert raised.value.status_code == 500
 
     def test_an_unrecognized_error_is_not_swallowed(self):
-        bridge.set_rust_chat_completions(
-            chat_completions=_RecordingCall(error=RuntimeError("something else"))
-        )
+        bridge.set_rust_chat_completions(chat_completions=_RecordingCall(error=RuntimeError("something else")))
         with pytest.raises(RuntimeError):
             bridge.chat_completions(**_call_kwargs(ModelResponse()))
 
@@ -390,9 +377,7 @@ class TestFailureClassification:
     async def test_the_async_wrapper_does_not_fall_back_on_an_upstream_failure(self):
         from litellm.exceptions import APIError
 
-        bridge.set_rust_chat_completions(
-            achat_completions=_RecordingAsyncCall(error=_FakeUpstream(500, "500: boom"))
-        )
+        bridge.set_rust_chat_completions(achat_completions=_RecordingAsyncCall(error=_FakeUpstream(500, "500: boom")))
         ran = []
 
         async def fallback():
@@ -400,9 +385,7 @@ class TestFailureClassification:
             return "python"
 
         with pytest.raises(APIError):
-            await bridge.achat_completions_or_fallback(
-                **_call_kwargs(ModelResponse()), python_fallback=fallback
-            )
+            await bridge.achat_completions_or_fallback(**_call_kwargs(ModelResponse()), python_fallback=fallback)
         assert ran == [], "a request the provider already served must not be re-issued"
 
     @pytest.mark.asyncio
@@ -414,7 +397,5 @@ class TestFailureClassification:
         async def fallback():
             return "python"
 
-        result = await bridge.achat_completions_or_fallback(
-            **_call_kwargs(ModelResponse()), python_fallback=fallback
-        )
+        result = await bridge.achat_completions_or_fallback(**_call_kwargs(ModelResponse()), python_fallback=fallback)
         assert result == "python"
diff --git a/tests/test_litellm/rust_bridge/test_configuration.py b/tests/test_litellm/rust_bridge/test_configuration.py
new file mode 100644
index 00000000000..1c81c1fb624
--- /dev/null
+++ b/tests/test_litellm/rust_bridge/test_configuration.py
@@ -0,0 +1,175 @@
+from __future__ import annotations
+
+import os
+import subprocess
+import sys
+from collections.abc import Generator
+from concurrent.futures import ThreadPoolExecutor
+from typing import Final
+
+import pytest
+
+from litellm.rust_bridge import configuration
+from litellm.rust_bridge import ocr as rust_ocr
+
+
+class _OcrBridge:
+    def __call__(
+        self,
+        model: str,
+        document: dict[str, object],
+        api_key: str | None,
+        api_base: str | None,
+        custom_llm_provider: str | None,
+        extra_headers: dict[str, object] | None,
+        optional_params: dict[str, object],
+        timeout_seconds: float | None,
+    ) -> dict[str, object]:
+        return {}
+
+
+@pytest.fixture(autouse=True)
+def _isolated_configuration(  # pyright: ignore[reportUnusedFunction]  # pytest discovers fixtures dynamically
+    monkeypatch: pytest.MonkeyPatch,
+) -> Generator[None]:
+    configuration.reset_rust_configuration()
+    monkeypatch.delenv("LITELLM_RUST", raising=False)
+    monkeypatch.delenv("LITELLM_USE_RUST_OCR", raising=False)
+    rust_ocr.set_rust_ocr(ocr=None, aocr=None)
+    yield
+    configuration.reset_rust_configuration()
+    rust_ocr.set_rust_ocr(ocr=None, aocr=None)
+
+
+@pytest.mark.parametrize(
+    ("request_override", "process", "environment", "legacy_ocr", "release_default", "expected"),
+    (
+        (False, True, True, True, True, False),
+        (True, False, False, False, False, True),
+        (None, False, True, True, True, False),
+        (None, True, False, False, False, True),
+        (None, None, False, True, True, False),
+        (None, None, True, False, False, True),
+        (None, None, None, False, True, False),
+        (None, None, None, True, False, True),
+        (None, None, None, None, False, False),
+        (None, None, None, None, True, True),
+    ),
+)
+def test_resolution_precedence(
+    request_override: bool | None,
+    process: bool | None,
+    environment: bool | None,
+    legacy_ocr: bool | None,
+    release_default: bool,
+    expected: bool,
+) -> None:
+    assert (
+        configuration.resolve_rust_enabled(
+            request_override=request_override,
+            process_override=process,
+            environment_override=environment,
+            legacy_ocr_override=legacy_ocr,
+            release_default=release_default,
+        )
+        is expected
+    )
+
+
+def test_release_default_remains_disabled() -> None:
+    assert configuration.DEFAULT_RUST_ENABLED is False
+    assert configuration.rust_enabled() is False
+
+
+def test_process_override_wins_over_environment(monkeypatch: pytest.MonkeyPatch) -> None:
+    monkeypatch.setenv("LITELLM_RUST", "0")
+    configuration.use_litellm_rust(True)
+
+    assert configuration.rust_enabled() is True
+    assert configuration.rust_enabled(request_override=False) is False
+
+
+def test_global_environment_accepts_explicit_false(monkeypatch: pytest.MonkeyPatch) -> None:
+    monkeypatch.setenv("LITELLM_RUST", "off")
+
+    assert configuration.rust_enabled() is False
+
+
+@pytest.mark.parametrize("value", ("", " ", "sometimes", "2"))
+def test_invalid_environment_value_disables_rust(monkeypatch: pytest.MonkeyPatch, value: str) -> None:
+    monkeypatch.setenv("LITELLM_RUST", value)
+    monkeypatch.setenv("LITELLM_USE_RUST_OCR", "1")
+
+    assert configuration.rust_enabled() is False
+    assert configuration.rust_ocr_enabled() is False
+
+
+@pytest.mark.parametrize("value", ("", " ", "sometimes", "2"))
+def test_invalid_legacy_environment_value_disables_ocr(monkeypatch: pytest.MonkeyPatch, value: str) -> None:
+    monkeypatch.setenv("LITELLM_USE_RUST_OCR", value)
+
+    with pytest.warns(DeprecationWarning, match="LITELLM_USE_RUST_OCR is deprecated"):
+        assert configuration.rust_ocr_enabled() is False
+
+
+def test_process_override_and_reset_apply_to_existing_threads(monkeypatch: pytest.MonkeyPatch) -> None:
+    monkeypatch.setenv("LITELLM_RUST", "1")
+
+    with ThreadPoolExecutor(max_workers=1) as executor:
+        assert executor.submit(configuration.rust_enabled).result() is True
+        configuration.use_litellm_rust(False)
+        assert executor.submit(configuration.rust_enabled).result() is False
+        assert executor.submit(configuration.rust_ocr_enabled).result() is False
+        configuration.reset_rust_configuration()
+        assert executor.submit(configuration.rust_enabled).result() is True
+        assert executor.submit(configuration.rust_ocr_enabled).result() is True
+
+
+def test_explicit_override_precedes_invalid_environment(monkeypatch: pytest.MonkeyPatch) -> None:
+    monkeypatch.setenv("LITELLM_RUST", "sometimes")
+
+    assert configuration.rust_enabled(request_override=False) is False
+    configuration.use_litellm_rust(True)
+    assert configuration.rust_enabled() is True
+
+
+def test_legacy_ocr_environment_is_deprecated_and_ocr_only(monkeypatch: pytest.MonkeyPatch) -> None:
+    monkeypatch.setenv("LITELLM_USE_RUST_OCR", "1")
+
+    with pytest.warns(DeprecationWarning, match="LITELLM_USE_RUST_OCR is deprecated"):
+        assert configuration.rust_ocr_enabled() is True
+    assert configuration.rust_enabled() is False
+
+
+def test_global_environment_precedes_legacy_ocr_environment(monkeypatch: pytest.MonkeyPatch) -> None:
+    monkeypatch.setenv("LITELLM_RUST", "0")
+    monkeypatch.setenv("LITELLM_USE_RUST_OCR", "1")
+
+    assert configuration.rust_ocr_enabled() is False
+
+
+def test_deprecated_public_injection_delegates_to_internal_binding() -> None:
+    bridge: Final = _OcrBridge()
+
+    with pytest.warns(DeprecationWarning, match="Injecting Rust bridge implementations"):
+        configuration.use_litellm_rust(True, ocr=bridge)
+
+    assert rust_ocr.load_rust_ocr() is bridge
+
+
+@pytest.mark.parametrize(("value", "expected"), (("1", "True"), ("0", "False")))
+def test_environment_controls_startup(value: str, expected: str) -> None:
+    environment: Final = {**os.environ, "LITELLM_RUST": value}
+    result: Final = subprocess.run(
+        (
+            sys.executable,
+            "-c",
+            "from litellm.rust_bridge.configuration import rust_enabled; print(rust_enabled())",
+        ),
+        check=True,
+        capture_output=True,
+        text=True,
+        env=environment,
+    )
+
+    assert result.stdout.strip() == expected
diff --git a/tests/test_litellm/rust_bridge/test_runtime.py b/tests/test_litellm/rust_bridge/test_runtime.py
new file mode 100644
index 00000000000..b0fa510069b
--- /dev/null
+++ b/tests/test_litellm/rust_bridge/test_runtime.py
@@ -0,0 +1,95 @@
+from __future__ import annotations
+
+from types import SimpleNamespace
+
+import pytest
+
+from litellm.exceptions import APIError
+from litellm.rust_bridge import bindings, runtime
+
+
+class RustBridgeDeclined(Exception):
+    pass
+
+
+class RustUpstreamError(Exception):
+    pass
+
+
+@pytest.fixture(autouse=True)
+def native_exceptions(monkeypatch: pytest.MonkeyPatch) -> None:
+    native = SimpleNamespace(
+        RustBridgeDeclined=RustBridgeDeclined,
+        RustUpstreamError=RustUpstreamError,
+    )
+    monkeypatch.setattr(bindings, "get_native_bridge", lambda: native)
+
+
+def context() -> runtime.BridgeErrorContext:
+    return runtime.BridgeErrorContext(route="messages", provider="anthropic", model="model")
+
+
+def test_invoke_tags_native_decline_before_running_fallback() -> None:
+    calls: list[str] = []
+
+    def decline() -> object:
+        calls.append("rust")
+        raise RustBridgeDeclined("unsupported")
+
+    value = runtime.invoke(
+        native_call=decline,
+        fallback=lambda: calls.append("python") or "fallback",
+        adapt=str,
+        mode=runtime.FallbackMode.PYTHON,
+        context=context(),
+    )
+
+    assert value == "fallback"
+    assert calls == ["rust", "python"]
+
+
+def test_invoke_translates_upstream_without_fallback() -> None:
+    def fail() -> object:
+        raise RustUpstreamError(429, "rate limited")
+
+    with pytest.raises(APIError, match="rate limited") as caught:
+        runtime.invoke(
+            native_call=fail,
+            fallback=lambda: pytest.fail("fallback must not run"),
+            adapt=str,
+            mode=runtime.FallbackMode.PYTHON,
+            context=context(),
+        )
+
+    assert caught.value.status_code == 429
+
+
+@pytest.mark.asyncio
+async def test_ainvoke_handles_native_success() -> None:
+    async def native() -> int:
+        return 3
+
+    async def fallback() -> str:
+        pytest.fail("fallback must not run")
+
+    assert (
+        await runtime.ainvoke(
+            native_call=native,
+            fallback=fallback,
+            adapt=str,
+            mode=runtime.FallbackMode.PYTHON,
+            context=context(),
+        )
+        == "3"
+    )
+
+
+def test_required_mode_rejects_unavailable_bridge() -> None:
+    with pytest.raises(RuntimeError, match="is unavailable"):
+        runtime.invoke(
+            native_call=None,
+            fallback=lambda: pytest.fail("fallback must not run"),
+            adapt=str,
+            mode=runtime.FallbackMode.RUST_REQUIRED,
+            context=context(),
+        )
diff --git a/tests/test_litellm/rust_bridge/test_verify_linux_native_wheel.py b/tests/test_litellm/rust_bridge/test_verify_linux_native_wheel.py
new file mode 100644
index 00000000000..e449d4392d8
--- /dev/null
+++ b/tests/test_litellm/rust_bridge/test_verify_linux_native_wheel.py
@@ -0,0 +1,197 @@
+from __future__ import annotations
+
+import importlib.util
+import subprocess
+import sys
+import zipfile
+from collections.abc import Callable, Mapping, Sequence
+from pathlib import Path
+from types import MappingProxyType, ModuleType
+from typing import Final, Protocol, cast
+
+import pytest
+
+
+class _CommandRunner(Protocol):
+    def __call__(
+        self,
+        command: tuple[str, ...],
+        *,
+        check: bool,
+        capture_output: bool,
+        text: bool,
+    ) -> subprocess.CompletedProcess[str]: ...
+
+
+class _VerifierModule(Protocol):
+    main: Callable[
+        [
+            Sequence[str] | None,
+            Mapping[str, str] | None,
+            Callable[[Path], ModuleType | None],
+            _CommandRunner,
+        ],
+        int,
+    ]
+
+
+_REPO_ROOT: Final = Path(__file__).resolve().parents[3]
+_MODULE_PATH: Final = _REPO_ROOT / ".github" / "scripts" / "verify_linux_native_wheel.py"
+_SPEC: Final = importlib.util.spec_from_file_location("verify_linux_native_wheel", _MODULE_PATH)
+assert _SPEC is not None and _SPEC.loader is not None
+_LOADED_VERIFIER: Final = importlib.util.module_from_spec(_SPEC)
+sys.modules[_SPEC.name] = _LOADED_VERIFIER
+_SPEC.loader.exec_module(_LOADED_VERIFIER)
+verifier: Final = cast(_VerifierModule, _LOADED_VERIFIER)
+
+_EXPECTED_TAG: Final = "cp310-abi3-linux_x86_64"
+_NATIVE_MEMBER: Final = "litellm/rust_bridge/_native.abi3.so"
+_DIST_INFO: Final = "litellm-1.100.0.dist-info"
+
+
+def _write_wheel(
+    tmp_path: Path,
+    *,
+    filename_tag: str,
+    metadata_tags: tuple[str, ...] | None = (_EXPECTED_TAG,),
+    dist_info: str = _DIST_INFO,
+    duplicate_wheel: bool = False,
+) -> Path:
+    wheel: Final = tmp_path / f"litellm-1.100.0-{filename_tag}.whl"
+    with zipfile.ZipFile(wheel, "w", compression=zipfile.ZIP_DEFLATED) as archive:
+        archive.writestr(_NATIVE_MEMBER, b"synthetic native extension")
+        archive.writestr(
+            f"{dist_info}/METADATA",
+            "Metadata-Version: 2.1\nName: litellm\nVersion: 1.100.0\n",
+        )
+        archive.writestr(
+            f"{dist_info}/RECORD",
+            f"{_NATIVE_MEMBER},,\n{dist_info}/WHEEL,,\n",
+        )
+        if metadata_tags is not None:
+            wheel_metadata: Final = (
+                "Wheel-Version: 1.0\nGenerator: regression-test\nRoot-Is-Purelib: false\n"
+                + "".join(f"Tag: {tag}\n" for tag in metadata_tags)
+            )
+            archive.writestr(f"{dist_info}/WHEEL", wheel_metadata)
+            if duplicate_wheel:
+                archive.writestr(f"{dist_info}/WHEEL", wheel_metadata)
+    return wheel
+
+
+def _fake_subprocess_run(
+    command: tuple[str, ...],
+    *,
+    check: bool,
+    capture_output: bool,
+    text: bool,
+) -> subprocess.CompletedProcess[str]:
+    assert check and capture_output and text
+    if command == ("rustc", "--version"):
+        return subprocess.CompletedProcess(command, 0, stdout="rustc 1.98.0 (regression-test)\n", stderr="")
+    if "--sections" in command:
+        return subprocess.CompletedProcess(command, 0, stdout="[ 1] .text PROGBITS\n", stderr="")
+    if "--dyn-syms" in command:
+        return subprocess.CompletedProcess(command, 0, stdout="PyInit__native\n", stderr="")
+    raise AssertionError(f"unexpected subprocess command: {command}")
+
+
+class _NativeModuleWithPanicHook(ModuleType):
+    def _panic_for_test(self) -> None:
+        return None
+
+
+def _run_verifier(
+    wheel: Path,
+    *,
+    exposes_panic: bool = False,
+) -> int:
+    native_module: Final = (
+        _NativeModuleWithPanicHook("litellm.rust_bridge._native")
+        if exposes_panic
+        else ModuleType("litellm.rust_bridge._native")
+    )
+
+    def _fake_load_native_module(_: Path) -> ModuleType:
+        return native_module
+
+    environment: Final = MappingProxyType({"GITHUB_STEP_SUMMARY": str(wheel.parent / "summary.md")})
+    return verifier.main(
+        (str(_MODULE_PATH), str(wheel)),
+        environment,
+        _fake_load_native_module,
+        _fake_subprocess_run,
+    )
+
+
+def test_accepts_expected_release_wheel_tags(tmp_path: Path) -> None:
+    wheel: Final = _write_wheel(tmp_path, filename_tag=_EXPECTED_TAG)
+
+    assert _run_verifier(wheel) == 0
+
+
+def test_rejects_cp312_version_specific_wheel(tmp_path: Path) -> None:
+    tag: Final = "cp312-cp312-linux_x86_64"
+    wheel: Final = _write_wheel(tmp_path, filename_tag=tag, metadata_tags=(tag,))
+
+    assert _run_verifier(wheel) == 1
+
+
+def test_rejects_non_linux_platform_tag(tmp_path: Path) -> None:
+    tag: Final = "cp310-abi3-win_amd64"
+    wheel: Final = _write_wheel(tmp_path, filename_tag=tag, metadata_tags=(tag,))
+
+    assert _run_verifier(wheel) == 1
+
+
+@pytest.mark.parametrize(
+    "metadata_tags",
+    (None, ("cp312-cp312-linux_x86_64",)),
+    ids=("missing", "mismatched"),
+)
+def test_rejects_missing_or_mismatched_wheel_metadata_tag(
+    tmp_path: Path,
+    metadata_tags: tuple[str, ...] | None,
+) -> None:
+    wheel: Final = _write_wheel(tmp_path, filename_tag=_EXPECTED_TAG, metadata_tags=metadata_tags)
+
+    assert _run_verifier(wheel) == 1
+
+
+def test_rejects_wheel_metadata_from_wrong_dist_info_directory(
+    tmp_path: Path,
+) -> None:
+    wheel: Final = _write_wheel(
+        tmp_path,
+        filename_tag=_EXPECTED_TAG,
+        dist_info="decoy-1.0.0.dist-info",
+    )
+
+    assert _run_verifier(wheel) == 1
+
+
+def test_rejects_duplicate_wheel_metadata_tags(tmp_path: Path) -> None:
+    wheel: Final = _write_wheel(
+        tmp_path,
+        filename_tag=_EXPECTED_TAG,
+        metadata_tags=(_EXPECTED_TAG, _EXPECTED_TAG),
+    )
+
+    assert _run_verifier(wheel) == 1
+
+
+def test_rejects_duplicate_wheel_metadata_file(tmp_path: Path) -> None:
+    with pytest.warns(UserWarning, match="Duplicate name"):
+        wheel: Final = _write_wheel(
+            tmp_path,
+            filename_tag=_EXPECTED_TAG,
+            duplicate_wheel=True,
+        )
+
+    assert _run_verifier(wheel) == 1
+
+
+def test_rejects_production_module_exposing_panic_hook(tmp_path: Path) -> None:
+    wheel: Final = _write_wheel(tmp_path, filename_tag=_EXPECTED_TAG)
+
+    assert _run_verifier(wheel, exposes_panic=True) == 1
diff --git a/tests/test_litellm/test_bedrock_usgov_pricing.py b/tests/test_litellm/test_bedrock_usgov_pricing.py
index 6b3312b5cc4..f7d95ecda01 100644
--- a/tests/test_litellm/test_bedrock_usgov_pricing.py
+++ b/tests/test_litellm/test_bedrock_usgov_pricing.py
@@ -26,9 +26,7 @@ import pytest
 
 @pytest.fixture(scope="module")
 def model_data():
-    json_path = os.path.join(
-        os.path.dirname(__file__), "../../model_prices_and_context_window.json"
-    )
+    json_path = os.path.join(os.path.dirname(__file__), "../../model_prices_and_context_window.json")
     with open(json_path) as f:
         return json.load(f)
 
@@ -51,21 +49,14 @@ def test_usgov_sonnet_4_5_pricing(model_data, model_key):
     info = model_data[model_key]
 
     assert info["input_cost_per_token"] == 3.6e-06, (
-        f"{model_key}: input_cost_per_token should be $3.60/MTok "
-        f"(got {info['input_cost_per_token']})"
+        f"{model_key}: input_cost_per_token should be $3.60/MTok (got {info['input_cost_per_token']})"
     )
-    assert (
-        info["output_cost_per_token"] == 1.8e-05
-    ), f"{model_key}: output_cost_per_token should be $18.00/MTok"
-    assert (
-        info["cache_creation_input_token_cost"] == 4.5e-06
-    ), f"{model_key}: 5m cache write should be $4.50/MTok"
-    assert (
-        info["cache_creation_input_token_cost_above_1hr"] == 7.2e-06
-    ), f"{model_key}: 1h cache write should be $7.20/MTok"
-    assert (
-        info["cache_read_input_token_cost"] == 3.6e-07
-    ), f"{model_key}: cache read should be $0.36/MTok"
+    assert info["output_cost_per_token"] == 1.8e-05, f"{model_key}: output_cost_per_token should be $18.00/MTok"
+    assert info["cache_creation_input_token_cost"] == 4.5e-06, f"{model_key}: 5m cache write should be $4.50/MTok"
+    assert info["cache_creation_input_token_cost_above_1hr"] == 7.2e-06, (
+        f"{model_key}: 1h cache write should be $7.20/MTok"
+    )
+    assert info["cache_read_input_token_cost"] == 3.6e-07, f"{model_key}: cache read should be $0.36/MTok"
 
 
 def test_usgov_carries_20_percent_premium_over_global(model_data):
@@ -84,9 +75,7 @@ def test_usgov_carries_20_percent_premium_over_global(model_data):
         "cache_read_input_token_cost",
     ):
         ratio = usgov_info[field] / global_info[field]
-        assert (
-            abs(ratio - 1.2) < 1e-9
-        ), f"{field}: us-gov / global ratio is {ratio}, expected 1.2"
+        assert abs(ratio - 1.2) < 1e-9, f"{field}: us-gov / global ratio is {ratio}, expected 1.2"
 
 
 # The us-gov.anthropic.* cross-region inference profile is the only us-gov
@@ -112,9 +101,7 @@ def test_usgov_cross_region_above_200k_carries_gov_premium(model_data, field, ex
     """
     info = model_data[USGOV_CROSS_REGION_KEY]
     assert field in info, f"{USGOV_CROSS_REGION_KEY}: missing field {field}"
-    assert (
-        info[field] == expected
-    ), f"{USGOV_CROSS_REGION_KEY}: {field} should be {expected} (got {info[field]})"
+    assert info[field] == expected, f"{USGOV_CROSS_REGION_KEY}: {field} should be {expected} (got {info[field]})"
 
 
 def test_usgov_cross_region_above_200k_ratio_to_global(model_data):
@@ -127,6 +114,176 @@ def test_usgov_cross_region_above_200k_ratio_to_global(model_data):
     usgov_info = model_data[USGOV_CROSS_REGION_KEY]
     for field in EXPECTED_USGOV_ABOVE_200K:
         ratio = usgov_info[field] / global_info[field]
-        assert (
-            abs(ratio - 1.2) < 1e-9
-        ), f"{field}: us-gov / global ratio is {ratio}, expected 1.2"
+        assert abs(ratio - 1.2) < 1e-9, f"{field}: us-gov / global ratio is {ratio}, expected 1.2"
+
+
+CLAUDE_GOV_EXPECTED = {
+    "anthropic.claude-sonnet-5": {
+        "input_cost_per_token": 2.4e-06,
+        "output_cost_per_token": 1.2e-05,
+        "cache_creation_input_token_cost": 3e-06,
+        "cache_creation_input_token_cost_above_1hr": 4.8e-06,
+        "cache_read_input_token_cost": 2.4e-07,
+    },
+    "anthropic.claude-opus-4-8": {
+        "input_cost_per_token": 6e-06,
+        "output_cost_per_token": 3e-05,
+        "cache_creation_input_token_cost": 7.5e-06,
+        "cache_creation_input_token_cost_above_1hr": 1.2e-05,
+        "cache_read_input_token_cost": 6e-07,
+    },
+}
+
+
+USGOV_CLAUDE_KEY_TEMPLATES = {
+    "bedrock/us-gov-east-1/{base_key}": "bedrock",
+    "bedrock/us-gov-west-1/{base_key}": "bedrock",
+    "us-gov.{base_key}": "bedrock_converse",
+}
+
+
+@pytest.mark.parametrize("base_key", CLAUDE_GOV_EXPECTED)
+@pytest.mark.parametrize("key_template,expected_provider", USGOV_CLAUDE_KEY_TEMPLATES.items())
+def test_usgov_claude_sonnet5_opus48_pricing(model_data, key_template, expected_provider, base_key):
+    """Sonnet 5 and Opus 4.8 gov entries, both in-region keys and the us-gov.
+    geo inference profile the model cards list for GovCloud, must match the
+    rates AWS publishes on the Bedrock pricing page (1.2x global).
+    """
+    gov_key = key_template.format(base_key=base_key)
+    assert gov_key in model_data, f"Missing model entry: {gov_key}"
+    info = model_data[gov_key]
+    assert info["litellm_provider"] == expected_provider
+    for field, expected in CLAUDE_GOV_EXPECTED[base_key].items():
+        assert info[field] == expected, f"{gov_key}: {field} should be {expected} (got {info[field]})"
+        ratio = info[field] / model_data[base_key][field]
+        assert abs(ratio - 1.2) < 1e-9, f"{gov_key}: {field} gov/global ratio is {ratio}, expected 1.2"
+
+
+CONVERSE_GOV_EXPECTED = {
+    "nvidia.nemotron-nano-3-30b": (7.2e-08, 2.88e-07),
+    "nvidia.nemotron-nano-12b-v2": (2.4e-07, 7.2e-07),
+    "nvidia.nemotron-super-3-120b": (1.8e-07, 7.8e-07),
+    "openai.gpt-oss-20b-1:0": (8.4e-08, 3.6e-07),
+    "openai.gpt-oss-120b-1:0": (1.8e-07, 7.2e-07),
+}
+
+
+@pytest.mark.parametrize("base_key", CONVERSE_GOV_EXPECTED)
+@pytest.mark.parametrize("region", ["us-gov-east-1", "us-gov-west-1"])
+def test_usgov_converse_model_pricing(model_data, region, base_key):
+    """Nemotron and gpt-oss gov entries must match the AWS Bedrock offer file,
+    which prices both GovCloud regions identically at 1.2x commercial.
+    """
+    gov_key = f"bedrock/{region}/{base_key}"
+    assert gov_key in model_data, f"Missing model entry: {gov_key}"
+    info = model_data[gov_key]
+    expected_input, expected_output = CONVERSE_GOV_EXPECTED[base_key]
+    assert info["input_cost_per_token"] == expected_input
+    assert info["output_cost_per_token"] == expected_output
+    assert info["litellm_provider"] == "bedrock"
+    base = model_data[base_key]
+    assert abs(info["input_cost_per_token"] / base["input_cost_per_token"] - 1.2) < 1e-9
+    assert abs(info["output_cost_per_token"] / base["output_cost_per_token"] - 1.2) < 1e-9
+
+
+def test_usgov_west_llama3_8b_output_price_fixed(model_data):
+    """The us-gov-west-1 llama3-8b entry carried the 70B output rate ($2.65/MTok);
+    the AWS Bedrock offer file prices output at $0.60/MTok. AWS lists the model
+    in us-gov-west-1 only, so there is no east entry to check.
+    """
+    info = model_data["bedrock/us-gov-west-1/meta.llama3-8b-instruct-v1:0"]
+    assert info["input_cost_per_token"] == 3e-07
+    assert info["output_cost_per_token"] == 6e-07
+
+
+MANTLE_GOV_TIERED_EXPECTED = {
+    "openai.gpt-5.6-luna": {
+        "input_cost_per_token": 2.64e-07,
+        "input_cost_per_token_above_272k_tokens": 5.28e-07,
+        "cache_creation_input_token_cost": 3.3e-07,
+        "cache_creation_input_token_cost_above_272k_tokens": 6.6e-07,
+        "cache_read_input_token_cost": 2.64e-08,
+        "cache_read_input_token_cost_above_272k_tokens": 5.28e-08,
+        "output_cost_per_token": 1.584e-06,
+        "output_cost_per_token_above_272k_tokens": 2.376e-06,
+    },
+    "openai.gpt-5.6-terra": {
+        "input_cost_per_token": 2.64e-06,
+        "input_cost_per_token_above_272k_tokens": 5.28e-06,
+        "cache_creation_input_token_cost": 3.3e-06,
+        "cache_creation_input_token_cost_above_272k_tokens": 6.6e-06,
+        "cache_read_input_token_cost": 2.64e-07,
+        "cache_read_input_token_cost_above_272k_tokens": 5.28e-07,
+        "output_cost_per_token": 1.584e-05,
+        "output_cost_per_token_above_272k_tokens": 2.376e-05,
+    },
+}
+
+
+@pytest.mark.parametrize("model", MANTLE_GOV_TIERED_EXPECTED)
+def test_usgov_west_mantle_terra_luna_pricing(model_data, model):
+    """Terra and Luna carry 1.2x commercial across every tier in the
+    us-gov-west-1 offer file; the us-gov-east-1 offer file has no SKUs for them.
+    """
+    gov_key = f"bedrock_mantle/us-gov-west-1/{model}"
+    assert gov_key in model_data, f"Missing model entry: {gov_key}"
+    info = model_data[gov_key]
+    for field, expected in MANTLE_GOV_TIERED_EXPECTED[model].items():
+        assert info[field] == expected, f"{gov_key}: {field} should be {expected} (got {info[field]})"
+    assert info["litellm_provider"] == "bedrock_mantle"
+    assert f"bedrock_mantle/us-gov-east-1/{model}" not in model_data
+
+
+@pytest.mark.parametrize("region", ["us-gov-east-1", "us-gov-west-1"])
+def test_usgov_mantle_gpt_5_4_pricing_has_no_long_context_tier(model_data, region):
+    """gpt-5.4 gov rates come from the offer file, which publishes only the
+    standard tier in GovCloud: no long-context SKUs exist there, unlike commercial.
+    """
+    gov_key = f"bedrock_mantle/{region}/openai.gpt-5.4"
+    assert gov_key in model_data, f"Missing model entry: {gov_key}"
+    info = model_data[gov_key]
+    assert info["input_cost_per_token"] == 3.3e-06
+    assert info["cache_read_input_token_cost"] == 3.3e-07
+    assert info["output_cost_per_token"] == 1.98e-05
+    assert not any(field.endswith("_above_272k_tokens") for field in info)
+
+
+def test_usgov_mantle_grok_4_3_west_only(model_data):
+    """grok-4.3 is priced in the us-gov-west-1 offer file only; the east offer
+    file carries grok-4.6 instead.
+    """
+    info = model_data["bedrock_mantle/us-gov-west-1/xai.grok-4.3"]
+    assert info["input_cost_per_token"] == 1.5e-06
+    assert info["output_cost_per_token"] == 3e-06
+    assert info["cache_read_input_token_cost"] == 2.4e-07
+    assert "bedrock_mantle/us-gov-east-1/xai.grok-4.3" not in model_data
+
+
+AZURE_GOV_EXPECTED = {
+    "azure/us-gov/gpt-5.1": {
+        "input_cost_per_token": 1.71875e-06,
+        "cache_read_input_token_cost": 1.71875e-07,
+        "output_cost_per_token": 1.375e-05,
+    },
+    "azure/us-gov/o3-mini": {
+        "input_cost_per_token": 1.513e-06,
+        "cache_read_input_token_cost": 7.57e-07,
+        "output_cost_per_token": 6.05e-06,
+    },
+    "azure/us-gov/text-embedding-3-large": {"input_cost_per_token": 1.63e-07},
+    "azure/us-gov/text-embedding-3-small": {"input_cost_per_token": 2.5e-08},
+}
+
+
+@pytest.mark.parametrize("gov_key", AZURE_GOV_EXPECTED)
+def test_azure_usgov_pricing(model_data, gov_key):
+    """Azure Government meters from the Azure retail prices API
+    (usgovvirginia/usgovarizona, serviceName 'Foundry Models'). No Government
+    retirement schedule is published, so these entries carry no deprecation_date.
+    """
+    assert gov_key in model_data, f"Missing model entry: {gov_key}"
+    info = model_data[gov_key]
+    for field, expected in AZURE_GOV_EXPECTED[gov_key].items():
+        assert info[field] == expected, f"{gov_key}: {field} should be {expected} (got {info[field]})"
+    assert info["litellm_provider"] == "azure"
+    assert "deprecation_date" not in info
diff --git a/tests/test_litellm/test_check_py310_typing_imports.py b/tests/test_litellm/test_check_py310_typing_imports.py
new file mode 100644
index 00000000000..de370326091
--- /dev/null
+++ b/tests/test_litellm/test_check_py310_typing_imports.py
@@ -0,0 +1,86 @@
+import sys
+from pathlib import Path
+from typing import Final
+
+_CODE_COVERAGE_DIR: Final[Path] = Path(__file__).resolve().parents[1] / "code_coverage_tests"
+sys.path.insert(0, str(_CODE_COVERAGE_DIR))  # test-quality-ok: required to import checker from its source directory
+import check_py310_typing_imports as checker  # noqa: E402  # load checker from its source directory
+
+
+def _scan(tmp_path: Path, source: str) -> tuple[object, ...]:
+    file_path = tmp_path / "fixture.py"
+    file_path.write_text(source, encoding="utf-8")
+    return checker.scan_file(file_path)
+
+
+def test_typing_import_flags_python_311_name(tmp_path: Path) -> None:
+    violations = _scan(tmp_path, "from typing import NotRequired, TypedDict\n")
+    assert tuple(violation.name for violation in violations) == ("NotRequired",)
+
+
+def test_typing_extensions_import_passes(tmp_path: Path) -> None:
+    assert _scan(tmp_path, "from typing_extensions import NotRequired\n") == ()
+
+
+def test_typing_attribute_flags_python_311_name(tmp_path: Path) -> None:
+    violations = _scan(tmp_path, "import typing\nx: typing.Self\n")
+    assert tuple(violation.name for violation in violations) == ("Self",)
+
+
+def test_version_guarded_typing_import_passes(tmp_path: Path) -> None:
+    source = (
+        "import sys\n"
+        "if sys.version_info >= (3, 11):\n"
+        "    from typing import NotRequired\n"
+        "else:\n"
+        "    from typing_extensions import NotRequired\n"
+    )
+    assert _scan(tmp_path, source) == ()
+
+
+def test_python_310_branch_flags_typing_import(tmp_path: Path) -> None:
+    source = (
+        "import sys\n"
+        "if sys.version_info >= (3, 11):\n"
+        "    from typing_extensions import NotRequired\n"
+        "else:\n"
+        "    from typing import NotRequired\n"
+    )
+    violations = _scan(tmp_path, source)
+    assert tuple(violation.name for violation in violations) == ("NotRequired",)
+
+
+def test_python_310_branch_is_exempt_for_less_than_guard(tmp_path: Path) -> None:
+    source = (
+        "import sys\n"
+        "if sys.version_info < (3, 11):\n"
+        "    from typing_extensions import NotRequired\n"
+        "else:\n"
+        "    from typing import NotRequired\n"
+    )
+    assert _scan(tmp_path, source) == ()
+
+
+def test_nearest_if_controls_version_guard(tmp_path: Path) -> None:
+    source = (
+        "if sys.version_info >= (3, 11):\n"
+        "    from typing import Self\n"
+        "    x = 1\n"
+        "if True:\n"
+        "    from typing import Self\n"
+    )
+    violations = _scan(tmp_path, source)
+    assert tuple((violation.name, violation.line) for violation in violations) == (("Self", 5),)
+
+
+def test_scan_directory_includes_proxy_extras(tmp_path: Path) -> None:
+    file_path = tmp_path / "litellm-proxy-extras" / "litellm_proxy_extras" / "m.py"
+    file_path.parent.mkdir(parents=True)
+    file_path.write_text("from typing import NotRequired\n", encoding="utf-8")
+
+    violations = checker.scan_directory(tmp_path)
+    assert tuple((violation.name, violation.file) for violation in violations) == (("NotRequired", str(file_path)),)
+
+
+def test_python_310_typing_name_passes(tmp_path: Path) -> None:
+    assert _scan(tmp_path, "from typing import Optional\n") == ()
diff --git a/tests/test_litellm/test_circleci_rust_toolchain.py b/tests/test_litellm/test_circleci_rust_toolchain.py
index c35ced51e16..800ca21b95d 100644
--- a/tests/test_litellm/test_circleci_rust_toolchain.py
+++ b/tests/test_litellm/test_circleci_rust_toolchain.py
@@ -17,28 +17,27 @@ Two invariants are pinned here:
      Windows job, so the check accepts either. A new job that syncs without one
      falls back to the unpinned path, which is exactly the regression a static
      check catches at PR time and a green CI run does not.
-  2. `install_rust` itself pins what it downloads: an explicit rustup version in
-     the URL, a verified SHA-256, and an exact toolchain version rather than a
-     channel name.
-
-The Windows job predates `install_rust` and provisions its toolchain inline, so
-invariant 2 is scoped to `install_rust`; invariant 1 covers both.
+  2. Both installers pin what they download: an explicit rustup version, a
+     verified SHA-256, and the exact toolchain in `rust-toolchain.toml`.
 """
 
 from __future__ import annotations
 
 import re
 from pathlib import Path
+from typing import Final
 
 import pytest
 import yaml
 
 REPO_ROOT = Path(__file__).resolve().parents[2]
 CONFIG = REPO_ROOT / ".circleci" / "config.yml"
+TOOLCHAIN: Final = REPO_ROOT / "rust-toolchain.toml"
 
 BUILDS_WORKSPACE = re.compile(r"\buv\s+(?:sync|build)\b")
 RUSTUP_ARCHIVE_URL = re.compile(r"https://static\.rust-lang\.org/rustup/archive/\d+\.\d+\.\d+/")
-EXACT_TOOLCHAIN = re.compile(r"--default-toolchain\s+\"?\d+\.\d+\.\d+\"?")
+EXACT_TOOLCHAIN = re.compile(r"--default-toolchain\s+\"?(\d+\.\d+\.\d+)\"?")
+TOOLCHAIN_CHANNEL: Final = re.compile(r'^channel = "(\d+\.\d+\.\d+)"$', re.MULTILINE)
 
 
 def _config() -> dict[str, object]:
@@ -57,6 +56,12 @@ def _step_text(step: object) -> str:
     return ""
 
 
+def _pinned_toolchain() -> str:
+    match: Final = TOOLCHAIN_CHANNEL.search(TOOLCHAIN.read_text())
+    assert match is not None, "rust-toolchain.toml must pin an exact channel"
+    return match.group(1)
+
+
 def _without_comments(text: str) -> str:
     return "\n".join(line for line in text.splitlines() if not line.lstrip().startswith("#"))
 
@@ -142,7 +147,17 @@ def test_install_rust_verifies_the_installer_checksum(install_rust_command: str)
 
 
 def test_install_rust_pins_an_exact_toolchain_version(install_rust_command: str) -> None:
-    assert EXACT_TOOLCHAIN.search(install_rust_command), (
-        "install_rust must pin an exact toolchain version (e.g. 1.97.1); a channel name like "
+    match: Final = EXACT_TOOLCHAIN.search(install_rust_command)
+    assert match is not None, (
+        "install_rust must pin an exact toolchain version (e.g. 1.98.0); a channel name like "
         "stable/beta/nightly makes the compiler drift with whatever upstream published that day"
     )
+    assert match.group(1) == _pinned_toolchain()
+
+
+def test_windows_installer_matches_the_repo_toolchain() -> None:
+    windows_steps: Final = _step_lists()["job using_litellm_on_windows"]
+    windows_command: Final = "\n".join(_step_text(step) for step in windows_steps)
+    match: Final = EXACT_TOOLCHAIN.search(windows_command)
+    assert match is not None
+    assert match.group(1) == _pinned_toolchain()
diff --git a/tests/test_litellm/test_cloudflare_workers_ai_model_metadata.py b/tests/test_litellm/test_cloudflare_workers_ai_model_metadata.py
index 9ca4515239a..e33bcfb8378 100644
--- a/tests/test_litellm/test_cloudflare_workers_ai_model_metadata.py
+++ b/tests/test_litellm/test_cloudflare_workers_ai_model_metadata.py
@@ -75,6 +75,22 @@ def test_additional_current_models_are_present():
         assert entry["output_cost_per_token"] > 0
 
 
+@pytest.mark.parametrize(
+    "key, published_price_per_audio_minute",
+    [
+        ("cloudflare/@cf/openai/whisper", 0.00045),
+        ("cloudflare/@cf/openai/whisper-large-v3-turbo", 0.00051),
+    ],
+)
+def test_whisper_transcription_pricing_is_stored_per_second(key, published_price_per_audio_minute):
+    entry = litellm.model_cost[key]
+    assert entry["litellm_provider"] == "cloudflare"
+    assert entry["mode"] == "audio_transcription"
+    assert entry["supported_endpoints"] == ["/v1/audio/transcriptions"]
+    assert entry["output_cost_per_second"] == 0.0
+    assert entry["input_cost_per_second"] == pytest.approx(published_price_per_audio_minute / 60)
+
+
 def test_root_and_backup_have_identical_cloudflare_keys():
     if not os.path.exists(ROOT_MAP):
         pytest.skip("root cost map only ships in source checkouts")
diff --git a/tests/test_litellm/test_cost_calculator.py b/tests/test_litellm/test_cost_calculator.py
index 7c2174018e8..6dc3b2790c9 100644
--- a/tests/test_litellm/test_cost_calculator.py
+++ b/tests/test_litellm/test_cost_calculator.py
@@ -4473,3 +4473,17 @@ def test_explicit_pricing_precedes_private_provider_response_model(
     )
 
     assert selected == expected
+
+
+def test_batch_cost_calculator_gpt_6_astra_bills_half_the_standard_rate(_local_model_cost_map):
+    """gpt-6-astra batch pricing is 50% off the standard $10 input and $50 output rates per 1M tokens."""
+    from litellm.cost_calculator import batch_cost_calculator
+
+    usage = Usage(prompt_tokens=1000, completion_tokens=500, total_tokens=1500)
+
+    prompt_cost, completion_cost = batch_cost_calculator(
+        usage=usage, model="gpt-6-astra", custom_llm_provider="openai"
+    )
+
+    assert prompt_cost == pytest.approx(1000 * 5e-6)
+    assert completion_cost == pytest.approx(500 * 2.5e-5)
diff --git a/tests/test_litellm/test_dockerfile_apk_repository.py b/tests/test_litellm/test_dockerfile_apk_repository.py
new file mode 100644
index 00000000000..cbd772defbf
--- /dev/null
+++ b/tests/test_litellm/test_dockerfile_apk_repository.py
@@ -0,0 +1,52 @@
+"""
+Static checks on the root Dockerfile's apk repository configuration.
+
+The base image (cgr.dev/chainguard/wolfi-base) only configures the
+authenticated Chainguard apk repo (https://apk.cgr.dev/chainguard) in
+/etc/apk/repositories, which requires a Chainguard enterprise subscription.
+Anyone pulling the published litellm image and running `apk add` inside it
+hits SSL/auth failures with no fallback repo configured, so nothing can be
+installed. See https://github.com/BerriAI/litellm/issues/33518
+"""
+
+import os
+import re
+
+import pytest
+
+DOCKERFILE_PATH = os.path.join(
+    os.path.dirname(__file__),
+    "..",
+    "..",
+    "Dockerfile",
+)
+
+
+def _runtime_stage(dockerfile_text: str) -> str:
+    """Return the contents of the final `FROM ... AS runtime` build stage."""
+    match = re.search(r"^FROM .*\bAS runtime\b(.*)\Z", dockerfile_text, re.MULTILINE | re.DOTALL)
+    assert match, "Dockerfile has no `FROM ... AS runtime` stage"
+    return match.group(1)
+
+
+@pytest.mark.skipif(
+    not os.path.exists(DOCKERFILE_PATH),
+    reason="Dockerfile not present in this checkout",
+)
+def test_runtime_stage_adds_public_wolfi_repo():
+    """The runtime stage must add the public Wolfi apk repo so `apk add`
+    works for users without a Chainguard enterprise subscription."""
+    with open(DOCKERFILE_PATH, "r", encoding="utf-8") as f:
+        contents = f.read()
+
+    runtime_stage = _runtime_stage(contents)
+
+    assert re.search(
+        r"echo\s+[\"']?https://packages\.wolfi\.dev/os[\"']?\s*>>\s*/etc/apk/repositories",
+        runtime_stage,
+    ), (
+        "Runtime stage must append the public Wolfi apk repo "
+        '(RUN echo "https://packages.wolfi.dev/os" >> /etc/apk/repositories) '
+        "so `apk add` works without Chainguard enterprise credentials. "
+        "See https://github.com/BerriAI/litellm/issues/33518"
+    )
diff --git a/tests/test_litellm/test_dockerfile_bedrock_realtime_extra.py b/tests/test_litellm/test_dockerfile_bedrock_realtime_extra.py
new file mode 100644
index 00000000000..44572aed08e
--- /dev/null
+++ b/tests/test_litellm/test_dockerfile_bedrock_realtime_extra.py
@@ -0,0 +1,56 @@
+"""
+Static checks that every proxy Docker image installs the `bedrock-realtime` extra.
+
+Bedrock Nova Sonic speech-to-speech (`/v1/realtime`) needs `aws-sdk-bedrock-runtime`,
+which only ships in the `bedrock-realtime` extra. An image whose `uv sync` stages
+omit the extra fails every Nova Sonic realtime session with
+"Missing aws_sdk_bedrock_runtime. Install with: pip install aws-sdk-bedrock-runtime".
+"""
+
+import os
+import re
+from typing import Final
+
+import pytest
+
+REPO_ROOT: Final = os.path.join(os.path.dirname(__file__), "..", "..")
+
+PROXY_DOCKERFILES: Final = (
+    "Dockerfile",
+    os.path.join("docker", "Dockerfile.non_root"),
+    os.path.join("docker", "Dockerfile.database"),
+    os.path.join("gateway", "Dockerfile"),
+)
+
+CONTINUED_LINE_RE: Final = re.compile(r"(?:\\\n|[^\n])+")
+UV_SYNC_BOUNDARY_RE: Final = re.compile(r"(?=uv sync)")
+
+
+def _uv_sync_invocations(dockerfile_text: str) -> tuple[str, ...]:
+    """Return each `uv sync ...` command, split apart when one RUN holds several (if/else branches)."""
+    return tuple(
+        part
+        for line in CONTINUED_LINE_RE.finditer(dockerfile_text)
+        for part in UV_SYNC_BOUNDARY_RE.split(line.group(0))
+        if part.startswith("uv sync")
+    )
+
+
+@pytest.mark.parametrize("relative_path", PROXY_DOCKERFILES)
+def test_every_uv_sync_installs_bedrock_realtime_extra(relative_path: str):
+    dockerfile_path: Final = os.path.join(REPO_ROOT, relative_path)
+    if not os.path.exists(dockerfile_path):
+        pytest.skip(f"{relative_path} not present in this checkout")
+
+    with open(dockerfile_path, "r", encoding="utf-8") as f:
+        contents: Final = f.read()
+
+    invocations: Final = _uv_sync_invocations(contents)
+    assert invocations, f"{relative_path} has no `uv sync` invocation"
+
+    missing: Final = tuple(invocation for invocation in invocations if "--extra bedrock-realtime" not in invocation)
+    assert not missing, (
+        f"{relative_path}: {len(missing)} of {len(invocations)} `uv sync` invocations omit "
+        "`--extra bedrock-realtime`, so aws-sdk-bedrock-runtime is absent and Bedrock Nova Sonic "
+        "/v1/realtime sessions fail with 'Missing aws_sdk_bedrock_runtime'"
+    )
diff --git a/tests/test_litellm/test_gpt_5_5_model_metadata.py b/tests/test_litellm/test_gpt_5_5_model_metadata.py
index 1c12a48ed9d..a60fa9466e6 100644
--- a/tests/test_litellm/test_gpt_5_5_model_metadata.py
+++ b/tests/test_litellm/test_gpt_5_5_model_metadata.py
@@ -47,8 +47,7 @@ def test_azure_ai_gpt_5_5_model_info(model):
 
     routed_model, provider, _, _ = get_llm_provider(model=model)
     assert routed_model == model.split("/", 1)[1]
-    # azure_ai/* models resolve under the azure provider in get_llm_provider
-    assert provider == "azure"
+    assert provider == "azure_ai"
 
 
 def test_azure_ai_gpt_5_5_backup_matches_main():
diff --git a/tests/test_litellm/test_logging.py b/tests/test_litellm/test_logging.py
index 087a1c8b3ad..bf3757e6886 100644
--- a/tests/test_litellm/test_logging.py
+++ b/tests/test_litellm/test_logging.py
@@ -1,26 +1,30 @@
 import ast
 import asyncio
 import json
+import logging
 import re
 import sys
+import time
+from io import StringIO
 from pathlib import Path
 from typing import List
 
 import pytest
 
-import logging
-
 import litellm
 from litellm._logging import (
     _COLOR_LOG_FORMAT,
+    _MAX_SCRUBBED_ACCESS_ARG,
     _PLAIN_LOG_FORMAT,
     ALL_LOGGERS,
+    AccessLogRedactionFilter,
     CorrelationContextFilter,
     CorrelationPlainFormatter,
     JsonFormatter,
     LevelRoutingStreamHandler,
     SecretRedactionFilter,
     StdoutLogTruncationFilter,
+    _get_uvicorn_json_log_config,
     _initialize_loggers_with_handler,
     _parse_json_logs_env,
     _plain_log_format,
@@ -968,3 +972,209 @@ def test_plain_log_format_survives_none_streams():
     """sys.stdout/sys.stderr can be None in embedded interpreters; import must not crash."""
     assert _plain_log_format(None, None) == _PLAIN_LOG_FORMAT
     assert _plain_log_format(_FakeStream(True), None) == _PLAIN_LOG_FORMAT
+
+
+# ---------------------------------------------------------------------------
+# Access-log redaction (LIT-5909)
+# ---------------------------------------------------------------------------
+
+_LEAKED_KEY = "sk-mx5ous1o9Iezz5fj3pkLuA"
+
+
+def _access_record(full_path: str) -> logging.LogRecord:
+    """A record shaped exactly like the one uvicorn.access emits per request."""
+    return logging.LogRecord(
+        name="uvicorn.access",
+        level=logging.INFO,
+        pathname="",
+        lineno=0,
+        msg='%s - "%s %s HTTP/%s" %d',
+        args=("127.0.0.1:1", "GET", full_path, "1.1", 200),
+        exc_info=None,
+    )
+
+
+@pytest.mark.parametrize(
+    "full_path",
+    [
+        f"/key/info?key={_LEAKED_KEY}",
+        f"/global/spend/report?api_key={_LEAKED_KEY}&start_date=2026-08-01",
+        f"/key/spend/report?api_key={_LEAKED_KEY}",
+        f"/spend/logs?api_key={_LEAKED_KEY}",
+        f"/user/daily/activity?api_key={_LEAKED_KEY}",
+        f"/gemini/v1beta/models/gemini-2.0-flash:generateContent?key={_LEAKED_KEY}",
+    ],
+)
+def test_access_log_filter_redacts_a_credential_query_parameter(full_path):
+    record = _access_record(full_path)
+    assert AccessLogRedactionFilter().filter(record) is True
+    assert _LEAKED_KEY not in record.getMessage()
+    assert "REDACTED" in record.getMessage()
+
+
+def test_access_log_filter_keeps_the_record_formattable_by_uvicorn():
+    """uvicorn's AccessFormatter unpacks record.args, so the filter must scrub the
+    args in place rather than collapse them the way SecretRedactionFilter does."""
+    from uvicorn.logging import AccessFormatter
+
+    record = _access_record(f"/key/info?key={_LEAKED_KEY}")
+    AccessLogRedactionFilter().filter(record)
+    assert isinstance(record.args, tuple)
+    assert len(record.args) == 5
+
+    formatted = AccessFormatter('%(client_addr)s - "%(request_line)s" %(status_code)s', use_colors=False).format(record)
+    assert _LEAKED_KEY not in formatted
+    assert "GET" in formatted
+    assert "200 OK" in formatted
+
+
+@pytest.mark.parametrize(
+    "full_path, want",
+    [
+        # The delimiter must survive so the logged request line stays well formed.
+        (f"/key/info?key={_LEAKED_KEY}&page=2", "/key/info?REDACTED&page=2"),
+        ("/download?sig=AbCd1234%2Fxy&page=2", "/download?REDACTED&page=2"),
+        (
+            f"/global/spend/report?api_key={_LEAKED_KEY}&start_date=2026-01-01",
+            "/global/spend/report?REDACTED&start_date=2026-01-01",
+        ),
+        ("/sso/callback?client_secret=abcdefgh12345&state=xyz", "/sso/callback?REDACTED&state=xyz"),
+        (f"/v1/models?token={_LEAKED_KEY}&page=2", "/v1/models?REDACTED&page=2"),
+    ],
+)
+def test_access_log_filter_keeps_the_query_delimiter(full_path, want):
+    record = _access_record(full_path)
+    AccessLogRedactionFilter().filter(record)
+    assert record.args[2] == want
+
+
+@pytest.mark.parametrize(
+    "full_path, want",
+    [
+        # Both the param name and the value are encoded, so neither is literal text
+        # the patterns can see, yet the request parser decodes it into a working key.
+        (f"/key/info?k%65y=sk%2D{_LEAKED_KEY[3:]}", "/key/info?REDACTED"),
+        (f"/key/info?k%65y=sk%2D{_LEAKED_KEY[3:]}&page=2", "/key/info?REDACTED"),
+        (f"/v1/models/sk%2D{_LEAKED_KEY[3:]}", "REDACTED"),
+        # A decoded credential must never be echoed back: it can carry a newline and
+        # forge a following log line.
+        (f"/v1/models?k%65y=sk%2D{_LEAKED_KEY[3:]}%0AINFO:%20forged", "/v1/models?REDACTED"),
+    ],
+)
+def test_access_log_filter_redacts_a_percent_encoded_credential(full_path, want):
+    record = _access_record(full_path)
+    AccessLogRedactionFilter().filter(record)
+    assert record.args[2] == want
+
+
+@pytest.mark.parametrize(
+    "full_path",
+    [
+        "/v1/models?filter=gpt%2D4o&page=2",
+        "/gemini/v1beta/models/gemini-2.0-flash%3AgenerateContent",
+    ],
+)
+def test_access_log_filter_leaves_harmless_percent_encoding_alone(full_path):
+    """Decoding is a detector, not a rewrite, so a request line with no credential
+    in it survives encoded exactly as the client sent it."""
+    record = _access_record(full_path)
+    AccessLogRedactionFilter().filter(record)
+    assert record.args[2] == full_path
+
+
+def test_access_log_filter_caps_how_much_of_a_request_target_it_scans():
+    """The request target is the only input to the secret regex an unauthenticated
+    caller controls end to end, so it is bounded before it is scanned, and the
+    dropped tail must not reach the log either."""
+    record = _access_record("/v1/models?u=" + "a://" * 8192 + f"&key={_LEAKED_KEY}")
+
+    started = time.perf_counter()
+    AccessLogRedactionFilter().filter(record)
+    elapsed = time.perf_counter() - started
+
+    scrubbed = record.args[2]
+    assert _LEAKED_KEY not in scrubbed
+    assert len(scrubbed) < 1024
+    assert elapsed < 1.0, f"scrubbing one access line took {elapsed:.2f}s"
+
+
+@pytest.mark.parametrize("chars_before_the_cut", range(1, 12))
+def test_access_log_filter_never_logs_a_half_scanned_credential(chars_before_the_cut):
+    """Cutting mid-value would leave a prefix too short for the key= pattern to match,
+    and that prefix would then be logged raw, so the cut lands on a param boundary."""
+    prefix = "/v1/models?u="
+    padding = _MAX_SCRUBBED_ACCESS_ARG - len(prefix) - len("&key=") - chars_before_the_cut
+    record = _access_record(f"{prefix}{'a' * padding}&key={_LEAKED_KEY}")
+
+    AccessLogRedactionFilter().filter(record)
+
+    assert f"key={_LEAKED_KEY[:chars_before_the_cut]}" not in record.args[2]
+
+
+def test_access_log_filter_leaves_a_credential_free_request_line_intact():
+    record = _access_record("/v1/chat/completions")
+    AccessLogRedactionFilter().filter(record)
+    assert record.getMessage() == '127.0.0.1:1 - "GET /v1/chat/completions HTTP/1.1" 200'
+
+
+def test_access_log_filter_redacts_a_record_that_carries_no_positional_args():
+    record = logging.LogRecord(
+        name="uvicorn.access",
+        level=logging.INFO,
+        pathname="",
+        lineno=0,
+        msg=f'127.0.0.1:1 - "GET /key/info?key={_LEAKED_KEY} HTTP/1.1" 200',
+        args=None,
+        exc_info=None,
+    )
+    assert AccessLogRedactionFilter().filter(record) is True
+    assert _LEAKED_KEY not in record.getMessage()
+
+
+def _emit_access_line(full_path: str) -> str:
+    """Hand one real record to uvicorn.access and return what a handler wrote out."""
+    from uvicorn.logging import AccessFormatter
+
+    logger = logging.getLogger("uvicorn.access")
+    stream = StringIO()
+    handler = logging.StreamHandler(stream)
+    handler.setFormatter(AccessFormatter('%(client_addr)s - "%(request_line)s" %(status_code)s', use_colors=False))
+    saved_level, saved_propagate = logger.level, logger.propagate
+    logger.addHandler(handler)
+    logger.setLevel(logging.INFO)
+    logger.propagate = False
+    try:
+        logger.handle(_access_record(full_path))
+    finally:
+        logger.removeHandler(handler)
+        logger.setLevel(saved_level)
+        logger.propagate = saved_propagate
+    return stream.getvalue()
+
+
+def test_uvicorn_access_logger_redacts_a_credential_it_is_handed():
+    """Registration happens at litellm import; without it the filter never runs."""
+    emitted = _emit_access_line(f"/key/info?key={_LEAKED_KEY}")
+
+    assert _LEAKED_KEY not in emitted
+    assert "REDACTED" in emitted
+
+
+def test_access_redaction_survives_the_uvicorn_json_log_config():
+    """litellm hands uvicorn a dictConfig when json_logs is on. dictConfig clears a
+    logger's handlers but not its filters, so redaction has to still be attached."""
+    import logging.config
+
+    names = ("uvicorn", "uvicorn.error", "uvicorn.access")
+    saved = tuple((logging.getLogger(n), logging.getLogger(n).handlers[:], logging.getLogger(n).level) for n in names)
+    try:
+        logging.config.dictConfig(_get_uvicorn_json_log_config())
+        emitted = _emit_access_line(f"/key/info?key={_LEAKED_KEY}")
+
+        assert _LEAKED_KEY not in emitted
+        assert "REDACTED" in emitted
+    finally:
+        for lg, handlers, level in saved:
+            lg.handlers[:] = handlers
+            lg.setLevel(level)
+            lg.propagate = True
diff --git a/tests/test_litellm/test_main.py b/tests/test_litellm/test_main.py
index 8cf878d05d9..f228df1eb17 100644
--- a/tests/test_litellm/test_main.py
+++ b/tests/test_litellm/test_main.py
@@ -1133,6 +1133,82 @@ def test_responses_api_bridge_check_custom_api_base_via_env_with_unset_effort_st
     assert model_info.get("mode") != "responses"
 
 
+@pytest.mark.parametrize(
+    "api_base",
+    [
+        "https://southcentralus.privatelink.api.openai.com/v1",
+        "https://privatelink.corp.api.openai.com/v1",
+        "https://api.openai.com:443/v1",
+        "https://api.openai.com/v1/",
+        "HTTPS://API.OPENAI.COM/v1",
+    ],
+)
+def test_responses_api_bridge_check_openai_backed_custom_api_base_with_unset_effort_routes_to_responses(api_base):
+    """
+    A custom api_base whose host is api.openai.com or a subdomain of it (a PrivateLink hostname, a
+    port-qualified or trailing-slash default) still reaches the real OpenAI backend, which rejects
+    function tools with reasoning on Chat Completions, so the unset-effort arm must bridge exactly as
+    it does for the literal default URL. Regression guard for GH #39353.
+    """
+    from litellm.main import responses_api_bridge_check
+
+    model_info, model = responses_api_bridge_check(
+        model="gpt-5.6",
+        custom_llm_provider="openai",
+        tools=[{"type": "function", "function": {"name": "get_capital"}}],
+        reasoning_effort=None,
+        api_base=api_base,
+        )
+
+    assert model == "gpt-5.6"
+    assert model_info.get("mode") == "responses"
+
+
+@pytest.mark.parametrize(
+    "api_base",
+    [
+        "https://api.openai.com.evil.example/v1",
+        "https://notapi.openai.com/v1",
+        "https://gateway.example/v1?upstream=api.openai.com",
+        "https://openai.internal.example/api.openai.com/v1",
+    ],
+)
+def test_responses_api_bridge_check_lookalike_custom_api_base_with_unset_effort_stays_chat(api_base):
+    """Only the host decides: api.openai.com appearing elsewhere in the URL is still a foreign backend."""
+    from litellm.main import responses_api_bridge_check
+
+    model_info, model = responses_api_bridge_check(
+        model="gpt-5.6",
+        custom_llm_provider="openai",
+        tools=[{"type": "function", "function": {"name": "get_capital"}}],
+        reasoning_effort=None,
+        api_base=api_base,
+        )
+
+    assert model == "gpt-5.6"
+    assert model_info.get("mode") != "responses"
+
+
+def test_responses_api_bridge_check_privatelink_api_base_via_env_with_unset_effort_routes_to_responses(monkeypatch):
+    """A PrivateLink base set through OPENAI_BASE_URL resolves the way the chat handler's does and still bridges."""
+    import litellm
+    from litellm.main import responses_api_bridge_check
+
+    monkeypatch.setattr(litellm, "api_base", None)
+    monkeypatch.delenv("OPENAI_API_BASE", raising=False)
+    monkeypatch.setenv("OPENAI_BASE_URL", "https://southcentralus.privatelink.api.openai.com/v1")
+    model_info, model = responses_api_bridge_check(
+        model="gpt-5.6",
+        custom_llm_provider="openai",
+        tools=[{"type": "function", "function": {"name": "get_capital"}}],
+        reasoning_effort=None,
+        api_base=None,
+        )
+
+    assert model == "gpt-5.6"
+    assert model_info.get("mode") == "responses"
+
+
 def test_responses_api_bridge_check_custom_api_base_with_explicit_effort_still_routes():
     """Explicit reasoning_effort keeps its pre-existing bridging behavior on any api_base."""
     from litellm.main import responses_api_bridge_check
@@ -3131,9 +3207,9 @@ def test_stream_chunk_builder_prices_proxy_alias_via_model_map():
     assert response._hidden_params["response_cost"] == pytest.approx(expected_cost)
 
 
-def _stream_builder_logging_obj() -> LiteLLMLogging:
+def _stream_builder_logging_obj(model: str = "gpt-4o", custom_llm_provider: str = "openai") -> LiteLLMLogging:
     logging_obj: Final = LiteLLMLogging(
-        model="gpt-4o",
+        model=model,
         messages=[{"role": "user", "content": "hi"}],
         stream=True,
         call_type="completion",
@@ -3142,16 +3218,17 @@ def _stream_builder_logging_obj() -> LiteLLMLogging:
         function_id="test-function-id",
     )
     logging_obj.update_environment_variables(
-        model="gpt-4o",
+        model=model,
         user=None,
         optional_params={},
-        litellm_params={"custom_llm_provider": "openai"},
+        litellm_params={"custom_llm_provider": custom_llm_provider},
+        custom_llm_provider=custom_llm_provider,
     )
     return logging_obj
 
 
-def test_stream_chunk_builder_reports_streaming_usage_cost_when_enabled(monkeypatch: pytest.MonkeyPatch):
-    monkeypatch.setattr(litellm, "include_cost_in_streaming_usage", True)
+def test_stream_chunk_builder_stamps_streaming_usage_cost_by_default(monkeypatch: pytest.MonkeyPatch):
+    monkeypatch.setattr(litellm, "include_cost_in_streaming_usage", False)
     chunks: Final = [
         _stream_builder_text_chunk("gpt-4o", "Hello "),
         _stream_builder_text_chunk("gpt-4o", "world.", finish_reason="stop"),
@@ -3168,11 +3245,45 @@ def test_stream_chunk_builder_reports_streaming_usage_cost_when_enabled(monkeypa
     assert response._hidden_params["response_cost"] == pytest.approx(usage_cost)
 
 
-def test_stream_chunk_builder_defers_cost_to_logging_obj_when_usage_cost_absent(monkeypatch: pytest.MonkeyPatch):
-    monkeypatch.setattr(litellm, "include_cost_in_streaming_usage", False)
+def test_stream_chunk_builder_skips_stamp_when_cost_is_unpriceable():
+    import time as time_module
+
+    from litellm.litellm_core_utils.litellm_logging import Logging as LiteLLMLogging
+
+    logging_obj: Final = LiteLLMLogging(
+        model="us.anthropic.claude-opus-5",
+        messages=[{"role": "user", "content": "hi"}],
+        stream=True,
+        call_type="completion",
+        start_time=time_module.time(),
+        litellm_call_id="stream-builder-alias-unpriceable",
+        function_id="1",
+    )
+    logging_obj.model_call_details["custom_llm_provider"] = "bedrock"
+    logging_obj.optional_params = {}
+    usage_chunk: Final = _stream_builder_text_chunk("bedrock-claude-opus-5", "")
+    usage_chunk.usage = Usage(prompt_tokens=40, completion_tokens=5, total_tokens=45)
+    chunks: Final = [
+        _stream_builder_text_chunk("bedrock-claude-opus-5", "Hello ", finish_reason="stop"),
+        usage_chunk,
+    ]
+
+    response: Final = litellm.stream_chunk_builder(
+        chunks=chunks, messages=[{"role": "user", "content": "hi"}], logging_obj=logging_obj
+    )
+
+    assert response is not None
+    assert getattr(response.usage, "cost", None) is None
+    assert response._hidden_params.get("response_cost") is None
+
+
+def test_stream_chunk_builder_keeps_provider_reported_usage_cost():
+    usage_chunk: Final = _stream_builder_text_chunk("gpt-4o", "")
+    usage_chunk.usage = Usage(prompt_tokens=10, completion_tokens=5, total_tokens=15, cost=0.5)
     chunks: Final = [
         _stream_builder_text_chunk("gpt-4o", "Hello "),
         _stream_builder_text_chunk("gpt-4o", "world.", finish_reason="stop"),
+        usage_chunk,
     ]
 
     response: Final = litellm.stream_chunk_builder(
@@ -3180,4 +3291,87 @@ def test_stream_chunk_builder_defers_cost_to_logging_obj_when_usage_cost_absent(
     )
 
     assert response is not None
+    assert getattr(response.usage, "cost", None) == pytest.approx(0.5)
+    assert response._hidden_params["response_cost"] == pytest.approx(0.5)
+
+
+def test_stream_chunk_builder_prices_alias_from_openai_sdk_usage_chunk():
+    from openai.types.completion_usage import CompletionUsage
+
+    usage_chunk: Final = _stream_builder_text_chunk("mantle-claude", "")
+    usage_chunk.usage = CompletionUsage(prompt_tokens=20, completion_tokens=60, total_tokens=80, cost=0.000704)
+    assert type(usage_chunk.usage) is CompletionUsage
+    chunks: Final = [
+        _stream_builder_text_chunk("mantle-claude", "Hello "),
+        _stream_builder_text_chunk("mantle-claude", "world.", finish_reason="stop"),
+        usage_chunk,
+    ]
+
+    response: Final = litellm.stream_chunk_builder(chunks=chunks, messages=[{"role": "user", "content": "hi"}])
+
+    assert response is not None
+    assert response.usage.prompt_tokens == 20
+    assert response.usage.completion_tokens == 60
+    assert getattr(response.usage, "cost", None) == pytest.approx(0.000704)
+    assert response._hidden_params["response_cost"] == pytest.approx(0.000704)
+
+
+def test_stream_chunk_builder_leaves_xai_reported_cost_to_the_calculator(monkeypatch: pytest.MonkeyPatch):
+    monkeypatch.setattr(litellm, "cost_margin_config", {"xai": 0.5})
+    usage_chunk: Final = _stream_builder_text_chunk("grok-4", "")
+    usage_chunk.usage = Usage(prompt_tokens=5, completion_tokens=2, total_tokens=7, cost=0.42)
+    chunks: Final = [
+        _stream_builder_text_chunk("grok-4", "Hello "),
+        _stream_builder_text_chunk("grok-4", "world.", finish_reason="stop"),
+        usage_chunk,
+    ]
+    logging_obj: Final = _stream_builder_logging_obj(model="grok-4", custom_llm_provider="xai")
+
+    response: Final = litellm.stream_chunk_builder(
+        chunks=chunks, messages=[{"role": "user", "content": "hi"}], logging_obj=logging_obj
+    )
+
+    assert response is not None
+    assert getattr(response.usage, "cost", None) == pytest.approx(0.42)
     assert response._hidden_params.get("response_cost") is None
+    assert logging_obj._response_cost_calculator(result=response) == pytest.approx(0.63)
+
+
+FOUNDRY_HOST: Final = "https://my-project.services.ai.azure.com"
+
+
+def test_azure_ai_transcription_on_a_foundry_host_uses_the_azure_openai_deployment_route(
+    respx_mock: respx.MockRouter,
+):
+    route: Final = respx_mock.post(
+        url__regex=r"https://my-project\.services\.ai\.azure\.com/openai/deployments/whisper-1/audio/transcriptions\?api-version=.+"
+    ).mock(return_value=httpx.Response(200, json={"text": "hello"}))
+
+    response: Final = litellm.transcription(
+        model="azure_ai/whisper-1",
+        file=("tone.wav", b"RIFF\x00\x00\x00\x00WAVE", "audio/wav"),
+        api_base=FOUNDRY_HOST,
+        api_key="fake-key",
+    )
+
+    assert route.called
+    assert response.text == "hello"
+
+
+def test_azure_ai_speech_on_a_foundry_host_uses_the_azure_openai_deployment_route(
+    respx_mock: respx.MockRouter,
+):
+    route: Final = respx_mock.post(
+        url__regex=r"https://my-project\.services\.ai\.azure\.com/openai/deployments/tts-1/audio/speech\?api-version=.+"
+    ).mock(return_value=httpx.Response(200, content=b"mp3-bytes"))
+
+    response: Final = litellm.speech(
+        model="azure_ai/tts-1",
+        input="hello",
+        voice="alloy",
+        api_base=FOUNDRY_HOST,
+        api_key="fake-key",
+    )
+
+    assert route.called
+    assert response.content == b"mp3-bytes"
diff --git a/tests/test_litellm/test_muse_spark_1_3_model_metadata.py b/tests/test_litellm/test_muse_spark_1_3_model_metadata.py
new file mode 100644
index 00000000000..1ecd9490f78
--- /dev/null
+++ b/tests/test_litellm/test_muse_spark_1_3_model_metadata.py
@@ -0,0 +1,107 @@
+import json
+from pathlib import Path
+
+import pytest
+
+import litellm
+from litellm.cost_calculator import cost_per_token
+from litellm.litellm_core_utils.get_llm_provider_logic import get_llm_provider
+from litellm.litellm_core_utils.llm_cost_calc.tool_call_cost_tracking import StandardBuiltInToolCostTracking
+
+MUSE_SPARK_STANDARD = "meta/muse-spark-1.3"
+MUSE_SPARK_CONTRIBUTOR = "meta/muse-spark-1.3-contributor"
+WEB_SEARCH_COST_PER_QUERY = 0.0025
+
+PRICING = (
+    (MUSE_SPARK_STANDARD, 1.25e-06, 1.5e-07, 4.25e-06),
+    (MUSE_SPARK_CONTRIBUTOR, 1e-07, 2e-09, 2e-07),
+)
+
+
+def _load_cost_map(filename: str = "model_prices_and_context_window.json") -> dict:
+    with open(Path(__file__).parents[2] / filename) as f:
+        return json.load(f)
+
+
+
+@pytest.mark.parametrize("model, input_cost, cached_cost, output_cost", PRICING)
+def test_muse_spark_1_3_model_info(model: str, input_cost: float, cached_cost: float, output_cost: float):
+    info = _load_cost_map().get(model)
+    assert info is not None, f"{model} not found in model_prices_and_context_window.json"
+
+    assert info["litellm_provider"] == "meta"
+    assert info["mode"] == "chat"
+
+    assert info["input_cost_per_token"] == input_cost
+    assert info["output_cost_per_token"] == output_cost
+    assert info["cache_read_input_token_cost"] == cached_cost
+
+    assert info["max_input_tokens"] == 1048576
+    assert info["max_output_tokens"] == 131072
+    assert info["max_tokens"] == 131072
+
+    assert info["supports_function_calling"] is True
+    assert info["supports_parallel_function_calling"] is True
+    assert info["supports_prompt_caching"] is True
+    assert info["supports_reasoning"] is True
+    assert info["supports_response_schema"] is True
+    assert info["supports_tool_choice"] is True
+    assert info["supports_vision"] is True
+    assert info["supports_pdf_input"] is True
+    assert info["supports_web_search"] is True
+    assert info["supports_minimal_reasoning_effort"] is True
+    assert info["supports_xhigh_reasoning_effort"] is True
+
+    assert info["supported_endpoints"] == ["/v1/chat/completions", "/v1/responses", "/v1/messages"]
+    assert info["supported_modalities"] == ["text", "image", "video"]
+    assert info["supported_output_modalities"] == ["text"]
+
+    assert info["search_context_cost_per_query"] == {
+        "search_context_size_high": WEB_SEARCH_COST_PER_QUERY,
+        "search_context_size_low": WEB_SEARCH_COST_PER_QUERY,
+        "search_context_size_medium": WEB_SEARCH_COST_PER_QUERY,
+    }
+
+
+@pytest.mark.parametrize("model, input_cost, cached_cost, output_cost", PRICING)
+def test_muse_spark_1_3_cost_per_token(
+    local_model_cost_map, model: str, input_cost: float, cached_cost: float, output_cost: float
+):
+    prompt_cost, completion_cost = cost_per_token(model=model, prompt_tokens=1000, completion_tokens=500)
+
+    assert prompt_cost == pytest.approx(1000 * input_cost)
+    assert completion_cost == pytest.approx(500 * output_cost)
+
+
+@pytest.mark.parametrize("model", (MUSE_SPARK_STANDARD, MUSE_SPARK_CONTRIBUTOR))
+def test_muse_spark_1_3_routes_to_meta_model_api(model: str):
+    routed_model, provider, _, api_base = get_llm_provider(model=model, api_key="sk-test")
+
+    assert routed_model == model.split("/", 1)[1]
+    assert provider == "meta"
+    assert api_base == "https://api.meta.ai/v1"
+
+
+@pytest.mark.parametrize("model", (MUSE_SPARK_STANDARD, MUSE_SPARK_CONTRIBUTOR))
+def test_muse_spark_1_3_web_search_cost_per_query(local_model_cost_map, model: str):
+    info = litellm.get_model_info(model=model)
+
+    assert StandardBuiltInToolCostTracking.get_cost_for_web_search(model_info=info) == WEB_SEARCH_COST_PER_QUERY
+
+
+@pytest.mark.parametrize("model", (MUSE_SPARK_STANDARD, MUSE_SPARK_CONTRIBUTOR))
+def test_muse_spark_1_3_backup_matches_main(model: str):
+    """Ensure the bundled model cost map stays in sync with the canonical file."""
+    main_cost = _load_cost_map()
+    backup_cost = _load_cost_map("litellm/model_prices_and_context_window_backup.json")
+
+    assert backup_cost.get(model) == main_cost.get(model), f"{model} differs between main and backup model cost maps"
+
+
+def test_muse_spark_contributor_tier_is_cheaper_than_standard():
+    cost_map = _load_cost_map()
+    standard = cost_map[MUSE_SPARK_STANDARD]
+    contributor = cost_map[MUSE_SPARK_CONTRIBUTOR]
+
+    for field in ("input_cost_per_token", "output_cost_per_token", "cache_read_input_token_cost"):
+        assert contributor[field] < standard[field], f"contributor {field} should undercut the standard tier"
diff --git a/tests/test_litellm/test_openai_service_tier_long_context_pricing.py b/tests/test_litellm/test_openai_service_tier_long_context_pricing.py
new file mode 100644
index 00000000000..bdb2dc26813
--- /dev/null
+++ b/tests/test_litellm/test_openai_service_tier_long_context_pricing.py
@@ -0,0 +1,164 @@
+import json
+from functools import lru_cache
+from pathlib import Path
+
+import pytest
+
+import litellm
+
+REPO_ROOT = Path(__file__).parents[2]
+MAIN_PATH = REPO_ROOT / "model_prices_and_context_window.json"
+BACKUP_PATH = REPO_ROOT / "litellm" / "model_prices_and_context_window_backup.json"
+
+FLEX_LONG_CONTEXT = {
+    "gpt-5.4": {
+        "input_cost_per_token_above_272k_tokens_flex": 2.5e-06,
+        "output_cost_per_token_above_272k_tokens_flex": 1.125e-05,
+        "cache_read_input_token_cost_above_272k_tokens_flex": 2.5e-07,
+    },
+    "gpt-5.4-pro": {
+        "input_cost_per_token_above_272k_tokens_flex": 3e-05,
+        "output_cost_per_token_above_272k_tokens_flex": 0.000135,
+    },
+    "gpt-5.5": {
+        "input_cost_per_token_above_272k_tokens_flex": 5e-06,
+        "output_cost_per_token_above_272k_tokens_flex": 2.25e-05,
+        "cache_read_input_token_cost_above_272k_tokens_flex": 5e-07,
+    },
+}
+
+PRIORITY_LONG_CONTEXT = {
+    "gpt-5.6": {
+        "input_cost_per_token_above_272k_tokens_priority": 1.6e-05,
+        "output_cost_per_token_above_272k_tokens_priority": 6e-05,
+        "cache_read_input_token_cost_above_272k_tokens_priority": 1.6e-06,
+        "cache_creation_input_token_cost_above_272k_tokens_priority": 2e-05,
+    },
+    "gpt-5.6-sol": {
+        "input_cost_per_token_above_272k_tokens_priority": 1.6e-05,
+        "output_cost_per_token_above_272k_tokens_priority": 6e-05,
+        "cache_read_input_token_cost_above_272k_tokens_priority": 1.6e-06,
+        "cache_creation_input_token_cost_above_272k_tokens_priority": 2e-05,
+    },
+    "gpt-5.6-terra": {
+        "input_cost_per_token_above_272k_tokens_priority": 8e-06,
+        "output_cost_per_token_above_272k_tokens_priority": 3.6e-05,
+        "cache_read_input_token_cost_above_272k_tokens_priority": 8e-07,
+        "cache_creation_input_token_cost_above_272k_tokens_priority": 1e-05,
+    },
+    "gpt-5.6-luna": {
+        "input_cost_per_token_above_272k_tokens_priority": 8e-07,
+        "output_cost_per_token_above_272k_tokens_priority": 3.6e-06,
+        "cache_read_input_token_cost_above_272k_tokens_priority": 8e-08,
+        "cache_creation_input_token_cost_above_272k_tokens_priority": 1e-06,
+    },
+    "gpt-6-astra": {
+        "input_cost_per_token_above_272k_tokens_priority": 4e-05,
+        "output_cost_per_token_above_272k_tokens_priority": 0.00015,
+        "cache_read_input_token_cost_above_272k_tokens_priority": 4e-06,
+        "cache_creation_input_token_cost_above_272k_tokens_priority": 5e-05,
+    },
+}
+
+EXPECTED = {**FLEX_LONG_CONTEXT, **PRIORITY_LONG_CONTEXT}
+
+NO_PUBLISHED_PRIORITY_LONG_CONTEXT = ("gpt-5.4", "gpt-5.5")
+
+
+@pytest.fixture(autouse=True)
+def _local_model_cost_map(monkeypatch: pytest.MonkeyPatch) -> None:
+    monkeypatch.setenv("LITELLM_LOCAL_MODEL_COST_MAP", "True")
+    monkeypatch.setattr(litellm, "model_cost", litellm.get_model_cost_map(url=""))
+    litellm.add_known_models()
+
+
+@lru_cache(maxsize=2)
+def _load(path: Path) -> dict[str, dict[str, object]]:
+    with open(path) as f:
+        return json.load(f)
+
+
+@pytest.mark.parametrize("path", [MAIN_PATH, BACKUP_PATH], ids=["main", "backup"])
+@pytest.mark.parametrize("model", sorted(EXPECTED))
+def test_service_tier_long_context_rates_are_published(model: str, path: Path) -> None:
+    """Each tier must carry its own above-272K rates, in both price files."""
+    info = _load(path).get(model)
+    assert info is not None, f"{model} not found in {path.name}"
+    for key, expected in EXPECTED[model].items():
+        assert info.get(key) == pytest.approx(expected), f"{model}.{key} is {info.get(key)!r}, expected {expected!r}"
+
+
+@pytest.mark.parametrize("model", sorted(EXPECTED))
+def test_tier_long_context_rate_is_half_or_double_the_standard(model: str) -> None:
+    """Flex is half the standard long-context rate; priority is double it."""
+    info = _load(MAIN_PATH)[model]
+    tier = "flex" if model in FLEX_LONG_CONTEXT else "priority"
+    ratio = 0.5 if tier == "flex" else 2.0
+    for base in ("input_cost_per_token", "output_cost_per_token"):
+        standard = info[f"{base}_above_272k_tokens"]
+        tiered = info[f"{base}_above_272k_tokens_{tier}"]
+        assert tiered == pytest.approx(standard * ratio), (
+            f"{model}.{base}_above_272k_tokens_{tier} is {tiered!r}, "
+            f"expected {ratio}x the standard long-context rate {standard!r}"
+        )
+
+
+@pytest.mark.parametrize("model", NO_PUBLISHED_PRIORITY_LONG_CONTEXT)
+def test_no_priority_long_context_rates_where_openai_publishes_none(model: str) -> None:
+    """Guard against back-filling a rate OpenAI does not publish."""
+    info = _load(MAIN_PATH)[model]
+    assert "input_cost_per_token_above_272k_tokens_priority" not in info
+
+
+LONG_CONTEXT_PROMPT_TOKENS = 300_000
+COMPLETION_TOKENS = 1_000
+
+TIERED_COST_CASES = [
+    ("gpt-5.4", "flex", 2.5e-06, 1.125e-05),
+    ("gpt-5.4-pro", "flex", 3e-05, 0.000135),
+    ("gpt-5.5", "flex", 5e-06, 2.25e-05),
+    ("gpt-5.6", "priority", 1.6e-05, 6e-05),
+    ("gpt-5.6-sol", "priority", 1.6e-05, 6e-05),
+    ("gpt-5.6-terra", "priority", 8e-06, 3.6e-05),
+    ("gpt-5.6-luna", "priority", 8e-07, 3.6e-06),
+    ("gpt-6-astra", "priority", 4e-05, 0.00015),
+]
+
+
+@pytest.mark.parametrize("model,tier,input_rate,output_rate", TIERED_COST_CASES)
+def test_cost_per_token_bills_long_context_at_the_tier_rate(
+    model: str, tier: str, input_rate: float, output_rate: float
+) -> None:
+    """A prompt over 272K on flex or priority must bill at that tier's long-context rate."""
+    input_cost, output_cost = litellm.cost_per_token(
+        model=model,
+        prompt_tokens=LONG_CONTEXT_PROMPT_TOKENS,
+        completion_tokens=COMPLETION_TOKENS,
+        service_tier=tier,
+    )
+    assert input_cost == pytest.approx(LONG_CONTEXT_PROMPT_TOKENS * input_rate)
+    assert output_cost == pytest.approx(COMPLETION_TOKENS * output_rate)
+
+
+@pytest.mark.parametrize("model,tier,input_rate,output_rate", TIERED_COST_CASES)
+def test_cost_per_token_tier_differs_from_the_standard_long_context_cost(
+    model: str, tier: str, input_rate: float, output_rate: float
+) -> None:
+    """Flex halves the standard long-context bill and priority doubles it."""
+    ratio = 0.5 if tier == "flex" else 2.0
+    standard = sum(
+        litellm.cost_per_token(
+            model=model,
+            prompt_tokens=LONG_CONTEXT_PROMPT_TOKENS,
+            completion_tokens=COMPLETION_TOKENS,
+        )
+    )
+    tiered = sum(
+        litellm.cost_per_token(
+            model=model,
+            prompt_tokens=LONG_CONTEXT_PROMPT_TOKENS,
+            completion_tokens=COMPLETION_TOKENS,
+            service_tier=tier,
+        )
+    )
+    assert tiered == pytest.approx(standard * ratio)
diff --git a/tests/test_litellm/test_redact_string_in_error_paths.py b/tests/test_litellm/test_redact_string_in_error_paths.py
index 6404db91acf..07d1ec5f523 100644
--- a/tests/test_litellm/test_redact_string_in_error_paths.py
+++ b/tests/test_litellm/test_redact_string_in_error_paths.py
@@ -172,8 +172,6 @@ class TestLLMHTTPHandlerRealtimeRedaction:
 
 
 class TestProxyStreamingDataGeneratorRedaction:
-    """Test _redact_string on traceback.format_exc() — the pattern at common_request_processing.py:1733."""
-
     def test_redact_traceback_format_exc(self):
         try:
             raise RuntimeError(
diff --git a/tests/test_litellm/test_router.py b/tests/test_litellm/test_router.py
index 44c1cdbff06..3b4c80b6b4f 100644
--- a/tests/test_litellm/test_router.py
+++ b/tests/test_litellm/test_router.py
@@ -6,6 +6,7 @@ import logging
 import os
 import threading
 from types import SimpleNamespace
+from typing import Final
 from unittest.mock import AsyncMock, MagicMock, patch
 
 import httpx
@@ -34,6 +35,7 @@ from litellm.router import (
     _anthropic_stream_should_drop_pre_content_ping,
     _is_retriable_anthropic_status,
 )
+from litellm.types.router import DeploymentTypedDict
 
 
 def test_update_kwargs_does_not_mutate_defaults_and_merges_metadata():
@@ -1537,6 +1539,91 @@ async def test_ageneric_api_call_deployment_model_overrides_alias():
     ), f"Expected deployment model 'vertex_ai/gemini-2.5-flash', got '{captured['model']}'"
 
 
+@pytest.mark.asyncio
+async def test_ageneric_api_call_resolves_realtime_session_model():
+    """
+    Regression for #36742: realtime client secret requests carry the model inside `session` too, and the proxy
+    fills it with the pre-routing model group name. The underlying litellm function reads session.model first,
+    so it must see the resolved deployment, while a caller's nested transcription model stays untouched.
+    """
+    routed: Final = AsyncMock(return_value={"result": "ok"})
+
+    router = litellm.Router(
+        model_list=[
+            {
+                "model_name": "my-realtime-group",
+                "litellm_params": {
+                    "model": "openai/gpt-realtime-2.1-mini",
+                    "api_key": "fake-key",
+                },
+                "model_info": {"mode": "realtime"},
+            }
+        ]
+    )
+
+    await router._ageneric_api_call_with_fallbacks(
+        model="my-realtime-group",
+        original_function=routed,
+        session={
+            "type": "realtime",
+            "model": "my-realtime-group",
+            "audio": {"input": {"transcription": {"model": "gpt-4o-transcribe"}}},
+        },
+    )
+
+    sent: Final = routed.call_args.kwargs
+    assert sent["model"] == "openai/gpt-realtime-2.1-mini"
+    assert sent["session"]["model"] == "openai/gpt-realtime-2.1-mini"
+    assert sent["session"]["audio"]["input"]["transcription"]["model"] == "gpt-4o-transcribe"
+
+
+@pytest.mark.asyncio
+async def test_ageneric_api_call_does_not_add_session_model():
+    """
+    A session that never carried a model must not gain one from routing: the underlying function then falls back
+    to the resolved `model` kwarg itself, and the outgoing session body keeps the caller's shape.
+    """
+    routed: Final = AsyncMock(return_value={"result": "ok"})
+
+    router = litellm.Router(
+        model_list=[
+            {
+                "model_name": "my-realtime-group",
+                "litellm_params": {
+                    "model": "openai/gpt-realtime-2.1-mini",
+                    "api_key": "fake-key",
+                },
+                "model_info": {"mode": "realtime"},
+            }
+        ]
+    )
+
+    await router._ageneric_api_call_with_fallbacks(
+        model="my-realtime-group",
+        original_function=routed,
+        session={"type": "realtime"},
+    )
+
+    sent: Final = routed.call_args.kwargs
+    assert sent["model"] == "openai/gpt-realtime-2.1-mini"
+    assert sent["session"] == {"type": "realtime"}
+
+
+@pytest.mark.parametrize(
+    "session, expected",
+    [
+        ({"type": "realtime", "model": "my-realtime-group"}, {"session": {"type": "realtime", "model": "resolved"}}),
+        ({"type": "realtime"}, {}),
+        (None, {}),
+        ("not-a-session", {}),
+    ],
+)
+def test_with_router_resolved_session_model(session, expected):
+    from litellm.router import _with_router_resolved_session_model
+
+    assert dict(_with_router_resolved_session_model(session, "resolved")) == expected
+
+
 def test_router_get_model_access_groups_team_only_models():
     """
     Test that Router.get_model_access_groups returns the correct response for team-only models
@@ -7271,6 +7358,71 @@ def test_get_configured_token_limits_coerces_numeric_strings():
     assert router.get_configured_token_limits("quoted-limits-model") == (32000, 8000)
 
 
+def test_get_configured_display_name_reads_deployment_model_info():
+    router = litellm.Router(
+        model_list=[
+            {
+                "model_name": "Kimi K3-claude-compatible",
+                "litellm_params": {"model": "openai/some-unmapped-model"},
+                "model_info": {"display_name": "Kimi K3"},
+            }
+        ]
+    )
+
+    assert router.get_configured_display_name("Kimi K3-claude-compatible") == "Kimi K3"
+
+
+def test_get_configured_display_name_returns_none_for_unset_or_unknown():
+    router = litellm.Router(
+        model_list=[
+            {
+                "model_name": "no-display-model",
+                "litellm_params": {"model": "openai/some-unmapped-model"},
+            }
+        ]
+    )
+
+    assert router.get_configured_display_name("no-display-model") is None
+    assert router.get_configured_display_name("not-a-real-model") is None
+
+
+def test_get_configured_display_name_skips_wildcard_pattern_matching():
+    router = litellm.Router(
+        model_list=[
+            {
+                "model_name": "bedrock/*",
+                "litellm_params": {"model": "bedrock/*"},
+                "model_info": {"display_name": "Bedrock"},
+            }
+        ]
+    )
+
+    with patch.object(
+        router.pattern_router, "route", side_effect=AssertionError("pattern route called")
+    ):
+        assert (
+            router.get_configured_display_name("bedrock/anthropic.claude-3-5-sonnet-20240620-v1:0")
+            is None
+        )
+
+
+def test_get_configured_display_name_treats_malformed_values_as_absent():
+    malformed = ["", "   ", 12345, ["Kimi K3"], {"name": "Kimi K3"}, True]
+    router = litellm.Router(
+        model_list=[
+            {
+                "model_name": f"bad-display-{i}",
+                "litellm_params": {"model": "openai/some-unmapped-model"},
+                "model_info": {"display_name": bad},
+            }
+            for i, bad in enumerate(malformed)
+        ]
+    )
+
+    for i in range(len(malformed)):
+        assert router.get_configured_display_name(f"bad-display-{i}") is None
+
+
 @pytest.mark.asyncio
 async def test_acreate_batch_disable_fallbacks_surfaces_owning_provider_error():
     router = litellm.Router(
@@ -7510,6 +7662,118 @@ async def test_acreate_batch_request_bedrock_tags_override_deployment_tags():
         assert mock_sign.call_args.kwargs["data"]["tags"] == request_tags
 
 
+@pytest.mark.asyncio
+async def test_avector_store_search_injects_router():
+    """
+    Regression: router.avector_store_search must pass the router down to the
+    SDK search call so provider transforms can resolve router-managed
+    embedding models (e.g. S3 Vectors query embeddings).
+    """
+    from litellm.types.vector_stores import VectorStoreSearchResponse
+
+    expected_response = VectorStoreSearchResponse(
+        object="vector_store.search_results.page", search_query="q", data=[]
+    )
+    mock_asearch = AsyncMock(return_value=expected_response)
+    # Router.__init__ binds asearch via a local import, so patch the module
+    # attribute before constructing the Router.
+    with patch("litellm.vector_stores.main.asearch", new=mock_asearch):  # test-quality-ok: the SDK call is the only place the injected router kwarg is observable
+        router = litellm.Router(
+            model_list=[
+                {
+                    "model_name": "gpt-3.5-turbo",
+                    "litellm_params": {"model": "openai/gpt-3.5-turbo", "api_key": "test-key"},
+                }
+            ]
+        )
+        search_response = await router.avector_store_search(
+            vector_store_id="v", query="q", custom_llm_provider="s3_vectors"
+        )
+
+    assert search_response is expected_response
+    mock_asearch.assert_awaited_once()
+    assert mock_asearch.await_args.kwargs["router"] is router
+
+
+@pytest.mark.asyncio
+async def test_avector_store_create_does_not_inject_router():
+    """The router injection is gated on the search call type: the create path
+    must keep calling the SDK without a router kwarg."""
+    expected_response = {"id": "vs_1", "object": "vector_store"}
+    mock_acreate = AsyncMock(return_value=expected_response)
+    # avector_store_create(model=None) resolves acreate via a local import at
+    # call time, so patching after Router construction works here.
+    router = litellm.Router(
+        model_list=[
+            {
+                "model_name": "gpt-3.5-turbo",
+                "litellm_params": {"model": "openai/gpt-3.5-turbo", "api_key": "test-key"},
+            }
+        ]
+    )
+    with patch("litellm.vector_stores.main.acreate", new=mock_acreate):  # test-quality-ok: the SDK call is the only place a leaked router kwarg would surface
+        create_response = await router.avector_store_create(model=None, custom_llm_provider="openai")
+
+    assert create_response is expected_response
+    mock_acreate.assert_awaited_once()
+    assert "router" not in mock_acreate.await_args.kwargs
+
+
+def test_vector_store_search_injects_router():
+    """
+    Sync parity for the router injection: router.vector_store_search must pass
+    the router down to the SDK search call so provider transforms can resolve
+    router-managed embedding models, same as avector_store_search.
+    """
+    from litellm.types.vector_stores import VectorStoreSearchResponse
+
+    expected_response = VectorStoreSearchResponse(
+        object="vector_store.search_results.page", search_query="q", data=[]
+    )
+    mock_search = MagicMock(return_value=expected_response)
+    # Router.__init__ binds search via a local import, so patch the module
+    # attribute before constructing the Router.
+    with patch("litellm.vector_stores.main.search", new=mock_search):  # test-quality-ok: the SDK call is the only place the injected router kwarg is observable
+        router = litellm.Router(
+            model_list=[
+                {
+                    "model_name": "gpt-3.5-turbo",
+                    "litellm_params": {"model": "openai/gpt-3.5-turbo", "api_key": "test-key"},
+                }
+            ]
+        )
+        search_response = router.vector_store_search(
+            vector_store_id="v", query="q", custom_llm_provider="s3_vectors"
+        )
+
+    assert search_response is expected_response
+    mock_search.assert_called_once()
+    assert mock_search.call_args.kwargs["router"] is router
+    assert mock_search.call_args.kwargs["custom_llm_provider"] == "s3_vectors"
+
+
+def test_vector_store_create_does_not_inject_router():
+    """The sync create path must keep calling the SDK without a router kwarg."""
+    expected_response = {"id": "vs_1", "object": "vector_store"}
+    mock_create = MagicMock(return_value=expected_response)
+    # Router.__init__ binds create via a local import, so patch the module
+    # attribute before constructing the Router.
+    with patch("litellm.vector_stores.main.create", new=mock_create):  # test-quality-ok: the SDK call is the only place a leaked router kwarg would surface
+        router = litellm.Router(
+            model_list=[
+                {
+                    "model_name": "gpt-3.5-turbo",
+                    "litellm_params": {"model": "openai/gpt-3.5-turbo", "api_key": "test-key"},
+                }
+            ]
+        )
+        create_response = router.vector_store_create(custom_llm_provider="openai")
+
+    assert create_response is expected_response
+    mock_create.assert_called_once()
+    assert "router" not in mock_create.call_args.kwargs
+
+
 class TestPreRoutingStrategyRegistryLifecycle:
     """
     Regression tests: a deployment leaving the model_list must release the
@@ -8316,6 +8580,398 @@ class TestConsumedRequestTagsStamp:
         assert CONSUMED_REQUEST_TAGS_METADATA_KEY not in request_kwargs["metadata"]
 
 
+class TestClaudeCodeSubagentSessionRouterBinding:
+    class _RewriteStrategy:
+        def __init__(self, routed_model: str = "cheap-model") -> None:
+            self.routed_model = routed_model
+
+        async def async_pre_routing_hook(
+            self, model, request_kwargs, messages=None, input=None, specific_deployment=False
+        ):
+            from litellm.types.router import PreRoutingHookResponse
+
+            return PreRoutingHookResponse(
+                model=self.routed_model,
+                messages=messages,
+                routing_decision={
+                    "router_model_name": "smart-router",
+                    "router_type": "complexity",
+                    "routed_model": self.routed_model,
+                    "cause": "heuristic_scorer",
+                },
+            )
+
+    @classmethod
+    def _router(
+        cls,
+        cheap_response: str = "cheap response",
+        fallbacks: list[dict[str, list[str]]] | None = None,
+    ) -> "litellm.Router":
+        from litellm.types.router import TaggedPreRoutingStrategy
+
+        router = litellm.Router(
+            model_list=[
+                {
+                    "model_name": "cheap-model",
+                    "litellm_params": {"model": "openai/gpt-4o-mini", "mock_response": cheap_response},
+                },
+                {
+                    "model_name": "expensive-model",
+                    "litellm_params": {"model": "openai/gpt-4o", "mock_response": "expensive response"},
+                },
+            ],
+            fallbacks=fallbacks,
+            num_retries=0,
+        )
+        router.complexity_routers = {
+            "smart-router": (TaggedPreRoutingStrategy(tags=(), strategy=cls._RewriteStrategy()),),
+            "premium-router": (TaggedPreRoutingStrategy(tags=(), strategy=cls._RewriteStrategy("expensive-model")),),
+        }
+        return router
+
+    @staticmethod
+    def _request_kwargs(
+        *,
+        key_hash: str = "key-hash-a",
+        app: str = "cli",
+        agent_id: str | None = None,
+        fallback_depth: int | None = None,
+    ) -> dict:
+        headers = {
+            "X-Claude-Code-Session-Id": "session-1234",
+            "x-app": app,
+            **({"x-claude-code-agent-id": agent_id} if agent_id is not None else {}),
+        }
+        return {
+            "metadata": {"user_api_key_hash": key_hash},
+            "proxy_server_request": {"headers": headers},
+            **({"fallback_depth": fallback_depth} if fallback_depth is not None else {}),
+        }
+
+    @pytest.mark.asyncio
+    async def test_subagent_concrete_model_uses_the_main_sessions_router(self):
+        router = self._router()
+
+        await router.acompletion(
+            model="smart-router",
+            messages=[{"role": "user", "content": "main turn"}],
+            **self._request_kwargs(),
+        )
+        subagent_kwargs = self._request_kwargs(agent_id="agent-1234")
+
+        response = await router.acompletion(
+            model="expensive-model",
+            messages=[{"role": "user", "content": "subagent turn"}],
+            **subagent_kwargs,
+        )
+
+        assert response.choices[0].message.content == "cheap response"
+        assert subagent_kwargs["metadata"]["model_group"] == "smart-router"
+        assert subagent_kwargs["metadata"]["routing_decision"]["router_model_name"] == "smart-router"
+
+    @pytest.mark.asyncio
+    async def test_main_thread_side_calls_to_a_plain_model_keep_the_session_router(self):
+        router = self._router()
+
+        await router.async_pre_routing_hook(model="smart-router", request_kwargs=self._request_kwargs())
+        await router.async_pre_routing_hook(model="expensive-model", request_kwargs=self._request_kwargs())
+
+        response = await router.async_pre_routing_hook(
+            model="expensive-model",
+            request_kwargs=self._request_kwargs(agent_id="agent-1234"),
+        )
+
+        assert response is not None
+        assert response.model == "cheap-model"
+
+    @pytest.mark.asyncio
+    async def test_redis_cleanup_failure_does_not_reject_a_subagent_request(self):
+        from litellm.caching.caching import RedisCache
+
+        router = self._router()
+        del router.complexity_routers["smart-router"]
+        redis_cache = MagicMock(spec=RedisCache)
+        redis_cache.async_get_cache = AsyncMock(return_value="smart-router")
+        redis_cache.async_delete_cache = AsyncMock(side_effect=ConnectionError("redis unavailable"))
+        router._update_redis_cache(cache=redis_cache)
+
+        response = await router.async_pre_routing_hook(
+            model="expensive-model",
+            request_kwargs=self._request_kwargs(agent_id="agent-1234"),
+        )
+
+        assert response is None
+        redis_cache.async_delete_cache.assert_awaited_once()
+
+    @pytest.mark.asyncio
+    async def test_redis_read_failure_does_not_reject_a_subagent_request(self):
+        from litellm.caching.caching import RedisCache
+
+        router = self._router()
+        request_kwargs = self._request_kwargs(agent_id="agent-1234")
+        cache_key = router._claude_code_session_router_cache_key(request_kwargs)
+        assert cache_key is not None
+        await router._claude_code_session_router_cache.in_memory_cache.async_set_cache(
+            cache_key,
+            "smart-router",
+        )
+        redis_cache = MagicMock(spec=RedisCache)
+        redis_cache.async_get_cache = AsyncMock(side_effect=Exception("Redis circuit breaker is open"))
+        router._update_redis_cache(cache=redis_cache)
+
+        response = await router.async_pre_routing_hook(
+            model="expensive-model",
+            request_kwargs=request_kwargs,
+        )
+
+        assert response is None
+        assert "model_group" not in request_kwargs["metadata"]
+        redis_cache.async_get_cache.assert_awaited_once()
+
+    @pytest.mark.asyncio
+    async def test_redis_write_failures_do_not_reject_main_or_subagent_requests(self):
+        from litellm.caching.caching import RedisCache
+
+        router = self._router()
+        redis_cache = MagicMock(spec=RedisCache)
+        redis_cache.async_get_cache = AsyncMock(return_value="smart-router")
+        redis_cache.async_set_cache = AsyncMock(side_effect=Exception("redis unavailable"))
+        router._update_redis_cache(cache=redis_cache)
+
+        main_response = await router.async_pre_routing_hook(
+            model="smart-router",
+            request_kwargs=self._request_kwargs(),
+        )
+        subagent_response = await router.async_pre_routing_hook(
+            model="expensive-model",
+            request_kwargs=self._request_kwargs(agent_id="agent-1234"),
+        )
+
+        assert main_response is not None
+        assert main_response.model == "cheap-model"
+        assert subagent_response is not None
+        assert subagent_response.model == "cheap-model"
+        assert redis_cache.async_set_cache.await_count == 2
+
+    @pytest.mark.asyncio
+    async def test_subagents_follow_the_main_threads_latest_router_across_workers(self):
+        from types import SimpleNamespace
+
+        from litellm.caching.caching import RedisCache
+
+        shared_binding = SimpleNamespace(value=None)
+        shared_redis = MagicMock(spec=RedisCache)
+        shared_redis.async_get_cache = AsyncMock(side_effect=lambda key, **_: shared_binding.value)
+        shared_redis.async_set_cache = AsyncMock(
+            side_effect=lambda key, value, **_: setattr(shared_binding, "value", value)
+        )
+        main_worker, subagent_worker = self._router(), self._router()
+        main_worker._update_redis_cache(cache=shared_redis)
+        subagent_worker._update_redis_cache(cache=shared_redis)
+
+        await main_worker.async_pre_routing_hook(model="smart-router", request_kwargs=self._request_kwargs())
+        first = await subagent_worker.async_pre_routing_hook(
+            model="expensive-model",
+            request_kwargs=self._request_kwargs(agent_id="agent-1234"),
+        )
+        await main_worker.async_pre_routing_hook(model="premium-router", request_kwargs=self._request_kwargs())
+        second = await subagent_worker.async_pre_routing_hook(
+            model="expensive-model",
+            request_kwargs=self._request_kwargs(agent_id="agent-1234"),
+        )
+
+        assert first is not None
+        assert first.model == "cheap-model"
+        assert second is not None
+        assert second.model == "expensive-model"
+        assert shared_binding.value == "premium-router"
+
+    @pytest.mark.asyncio
+    async def test_no_pre_routing_strategies_means_no_session_cache_traffic(self):
+        from litellm.caching.caching import RedisCache
+
+        router = self._router()
+        router.complexity_routers.clear()
+        redis_cache = MagicMock(spec=RedisCache)
+        redis_cache.async_get_cache = AsyncMock(return_value=None)
+        redis_cache.async_set_cache = AsyncMock()
+        redis_cache.async_delete_cache = AsyncMock()
+        router._update_redis_cache(cache=redis_cache)
+
+        for request_kwargs in (self._request_kwargs(), self._request_kwargs(agent_id="agent-1234")):
+            response = await router.async_pre_routing_hook(model="expensive-model", request_kwargs=request_kwargs)
+            assert response is None
+
+        redis_cache.async_get_cache.assert_not_awaited()
+        redis_cache.async_set_cache.assert_not_awaited()
+        redis_cache.async_delete_cache.assert_not_awaited()
+
+    @pytest.mark.asyncio
+    async def test_session_bindings_do_not_evict_router_rate_limit_state(self):
+        router = self._router()
+        assert router._update_usage(deployment_id="deployment-id", parent_otel_span=None) == 1
+
+        for session_index in range(201):
+            request_kwargs = self._request_kwargs()
+            request_kwargs["proxy_server_request"]["headers"]["X-Claude-Code-Session-Id"] = (
+                f"session-{session_index:04d}"
+            )
+            await router.async_pre_routing_hook(model="smart-router", request_kwargs=request_kwargs)
+
+        assert router._update_usage(deployment_id="deployment-id", parent_otel_span=None) == 2
+
+    @pytest.mark.asyncio
+    async def test_background_and_fallback_requests_do_not_clear_the_session_router(self):
+        router = self._router()
+
+        await router.async_pre_routing_hook(model="smart-router", request_kwargs=self._request_kwargs())
+        await router.async_pre_routing_hook(
+            model="expensive-model",
+            request_kwargs=self._request_kwargs(app="cli-bg"),
+        )
+        await router.async_pre_routing_hook(
+            model="expensive-model",
+            request_kwargs=self._request_kwargs(fallback_depth=1),
+        )
+
+        response = await router.async_pre_routing_hook(
+            model="expensive-model",
+            request_kwargs=self._request_kwargs(agent_id="agent-1234"),
+        )
+
+        assert response is not None
+        assert response.model == "cheap-model"
+
+    @pytest.mark.asyncio
+    async def test_subagent_fallback_does_not_reapply_the_session_router(self):
+        router = self._router()
+
+        await router.async_pre_routing_hook(model="smart-router", request_kwargs=self._request_kwargs())
+
+        response = await router.async_pre_routing_hook(
+            model="expensive-model",
+            request_kwargs=self._request_kwargs(agent_id="agent-1234", fallback_depth=1),
+        )
+
+        assert response is None
+
+    @pytest.mark.asyncio
+    async def test_subagent_can_fallback_to_its_original_requested_model(self):
+        router = self._router(
+            cheap_response="litellm.RateLimitError",
+            fallbacks=[{"cheap-model": ["expensive-model"]}],
+        )
+
+        await router.acompletion(
+            model="smart-router",
+            messages=[{"role": "user", "content": "main turn"}],
+            **self._request_kwargs(),
+        )
+        subagent_kwargs = self._request_kwargs(agent_id="agent-1234")
+
+        response = await router.acompletion(
+            model="expensive-model",
+            messages=[{"role": "user", "content": "subagent turn"}],
+            **subagent_kwargs,
+        )
+
+        assert response.choices[0].message.content == "expensive response"
+        assert subagent_kwargs["metadata"]["routing_decision"]["routed_model"] == "cheap-model"
+
+    @pytest.mark.asyncio
+    async def test_subagent_can_use_the_bound_router_name_fallback(self):
+        router = self._router(
+            cheap_response="litellm.RateLimitError",
+            fallbacks=[{"smart-router": ["expensive-model"]}],
+        )
+
+        await router.acompletion(
+            model="smart-router",
+            messages=[{"role": "user", "content": "main turn"}],
+            **self._request_kwargs(),
+        )
+
+        response = await router.acompletion(
+            model="expensive-model",
+            messages=[{"role": "user", "content": "subagent turn"}],
+            **self._request_kwargs(agent_id="agent-1234"),
+        )
+
+        assert response.choices[0].message.content == "expensive response"
+
+    @pytest.mark.asyncio
+    async def test_anthropic_subagent_four_fallback_hops_use_each_current_model_chain(self):
+        from litellm.types.router import TaggedPreRoutingStrategy
+
+        failing_groups = ("cheap-model", "fallback-1", "fallback-2", "fallback-3")
+        router = litellm.Router(
+            model_list=[
+                *(
+                    {
+                        "model_name": group,
+                        "litellm_params": {
+                            "model": "anthropic/claude-3-haiku-20240307",
+                            "mock_response": "litellm.RateLimitError",
+                        },
+                    }
+                    for group in failing_groups
+                ),
+                {
+                    "model_name": "requested-model",
+                    "litellm_params": {
+                        "model": "anthropic/claude-3-haiku-20240307",
+                        "mock_response": "requested response",
+                    },
+                },
+                {
+                    "model_name": "fallback-4",
+                    "litellm_params": {
+                        "model": "anthropic/claude-3-haiku-20240307",
+                        "mock_response": "fourth fallback response",
+                    },
+                },
+            ],
+            fallbacks=[
+                {"smart-router": ["fallback-1"]},
+                {"fallback-1": ["fallback-2"]},
+                {"fallback-2": ["fallback-3"]},
+                {"fallback-3": ["fallback-4"]},
+            ],
+            num_retries=0,
+            max_fallbacks=4,
+        )
+        router.complexity_routers = {
+            "smart-router": (TaggedPreRoutingStrategy(tags=(), strategy=self._RewriteStrategy()),)
+        }
+        main_kwargs = self._request_kwargs()
+        main_kwargs["litellm_metadata"] = main_kwargs.pop("metadata")
+        await router.async_pre_routing_hook(model="smart-router", request_kwargs=main_kwargs)
+        subagent_kwargs = self._request_kwargs(agent_id="agent-1234")
+        subagent_kwargs["litellm_metadata"] = subagent_kwargs.pop("metadata")
+
+        response = await router.aanthropic_messages(
+            model="requested-model",
+            messages=[{"role": "user", "content": "subagent turn"}],
+            max_tokens=64,
+            **subagent_kwargs,
+        )
+
+        assert response["content"][0]["text"] == "fourth fallback response"
+
+    @pytest.mark.asyncio
+    async def test_session_router_binding_is_scoped_to_the_authenticated_key(self):
+        router = self._router()
+
+        await router.async_pre_routing_hook(model="smart-router", request_kwargs=self._request_kwargs())
+
+        response = await router.async_pre_routing_hook(
+            model="expensive-model",
+            request_kwargs=self._request_kwargs(key_hash="key-hash-b", agent_id="agent-1234"),
+        )
+
+        assert response is None
+
+
 class TestAutoRouterMaxInputCharsWiring:
     """`auto_router_max_input_chars` on the deployment has to reach the AutoRouter that embeds prompts.
 
@@ -9128,11 +9784,12 @@ def test_model_group_info_intersects_supported_reasoning_efforts():
     assert result.supported_reasoning_efforts == ("minimal", "low", "medium", "high")
 
 
-def test_model_group_info_reasoning_efforts_ignore_a_deployment_off_the_map():
+def test_model_group_info_reasoning_efforts_are_unknown_when_any_deployment_is_off_the_map():
     """The router fills every ModelInfo key, so a deployment absent from the model map arrives with
     supports_reasoning None rather than with the key missing. Its synthesized entry carries no mode,
     which is what separates it from a mapped non-reasoning model, and nothing being known about it is
-    no reason to drop the levels the rest of the group agrees on."""
+    no evidence that the unknown deployment accepts levels its mapped sibling supports. The group
+    therefore reports unknown instead of advertising a value routing might send to either one."""
     router = litellm.Router(
         model_list=[
             {
@@ -9166,7 +9823,7 @@ def test_model_group_info_reasoning_efforts_ignore_a_deployment_off_the_map():
         )
 
     assert result is not None
-    assert result.supported_reasoning_efforts == ("none", "minimal", "low", "medium", "high", "max")
+    assert result.supported_reasoning_efforts is None
 
 
 
@@ -9303,11 +9960,11 @@ def test_model_group_info_survives_a_junk_typed_operator_effort_value():
     assert result.supported_reasoning_efforts == ("none", "minimal", "low", "medium", "high")
 
 
-def test_model_group_info_reasoning_efforts_ignore_a_mode_the_operator_declared():
+def test_model_group_info_reasoning_efforts_are_unknown_for_an_operator_declared_mode():
     """A deployment is registered in the cost map under its own id with whatever model_info the
     operator wrote, so a mode they set themselves reads back exactly like one the map supplied. Only
-    a mode the map supplied marks the deployment as known, or an off-map deployment carrying any
-    mode empties the group it sits in."""
+    a mode the map supplied marks the deployment as known. An off-map deployment carrying an
+    operator mode remains unknown and must keep the whole group's level support unknown."""
     from litellm.router_utils.reasoning_effort_capability import resolve_supported_reasoning_efforts
 
     mapped_model = "openai/gpt-5.6-sol"
@@ -9338,7 +9995,7 @@ def test_model_group_info_reasoning_efforts_ignore_a_mode_the_operator_declared(
     )
 
     assert result is not None
-    assert result.supported_reasoning_efforts == expected
+    assert result.supported_reasoning_efforts is None
 
 
 class TestAddDeploymentApiBaseProviderResolution:
@@ -11595,3 +12252,304 @@ class TestTierParamsTheTargetAccepts:
         accepted = router._tier_params_the_target_accepts("no-such-group", {"reasoning_effort": "max"}, {})
 
         assert accepted == {"reasoning_effort": "max"}
+
+
+class TestRequestReasoningEffortOverride:
+    def test_drop_effort_from_nested_carrier_preserves_other_nested_values(self):
+        params: dict[str, object] = {"output_config": {"effort": "high", "format": "json"}}
+
+        litellm.Router._pop_effort_from_nested_carrier(params, "output_config")
+
+        assert params == {"output_config": {"format": "json"}}
+
+    @pytest.mark.parametrize("metadata_key", ["metadata", "litellm_metadata"])
+    def test_is_classifier_internal_call_recognizes_both_metadata_carriers(self, metadata_key):
+        kwargs = {metadata_key: {"internal_call_origin": "autorouter_classifier"}}
+
+        assert litellm.Router._is_classifier_internal_call(kwargs) is True
+        assert litellm.Router._is_classifier_internal_call({metadata_key: {}}) is False
+
+    def test_removes_every_deployment_native_effort_carrier_without_mutating_shared_config(self):
+        extra_body: dict[str, object] = {
+            "reasoning_effort": "high",
+            "thinking": {"type": "enabled"},
+            "output_config": {"effort": "high", "format": "json"},
+            "reasoning": {"effort": "high", "summary": "detailed"},
+            "provider_option": True,
+        }
+        deployment_params: dict[str, object] = {
+            "model": "bedrock/converse/anthropic.claude-3-7-sonnet",
+            "thinking": {"type": "enabled", "budget_tokens": 2048},
+            "output_config": {"effort": "high", "format": {"type": "json_schema"}},
+            "reasoning": {"effort": "high", "summary": "auto"},
+            "extra_body": extra_body,
+        }
+
+        sanitized = litellm.Router._deployment_params_with_request_reasoning_override(
+            deployment_params, {"reasoning_effort": "low"}
+        )
+
+        assert sanitized == {
+            "model": "bedrock/converse/anthropic.claude-3-7-sonnet",
+            "output_config": {"format": {"type": "json_schema"}},
+            "reasoning": {"summary": "auto"},
+            "extra_body": {
+                "output_config": {"format": "json"},
+                "reasoning": {"summary": "detailed"},
+                "provider_option": True,
+            },
+        }
+        assert deployment_params["thinking"] == {"type": "enabled", "budget_tokens": 2048}
+        assert deployment_params["output_config"] == {"effort": "high", "format": {"type": "json_schema"}}
+        assert extra_body["reasoning_effort"] == "high"
+
+    @pytest.mark.parametrize("request_kwargs", [{}, {"reasoning_effort": None}])
+    def test_omitted_override_preserves_deployment_defaults(self, request_kwargs):
+        deployment_params = {
+            "model": "deepseek/deepseek-reasoner",
+            "thinking": {"type": "enabled"},
+            "output_config": {"effort": "high"},
+        }
+
+        assert (
+            litellm.Router._deployment_params_with_request_reasoning_override(deployment_params, request_kwargs)
+            == deployment_params
+        )
+
+    @pytest.mark.asyncio
+    async def test_280_concurrent_overrides_never_mutate_or_leak_through_shared_deployment_params(self):
+        deployment_params = {
+            "model": "fireworks_ai/accounts/fireworks/models/kimi-k2-thinking",
+            "thinking": {"type": "enabled"},
+            "output_config": {"effort": "high", "format": "json"},
+            "extra_body": {"reasoning_effort": "high", "tenant": "shared"},
+        }
+        efforts = ("none", "minimal", "low", "medium", "high", "xhigh", "max")
+
+        results = await asyncio.gather(
+            *(
+                asyncio.to_thread(
+                    litellm.Router._deployment_params_with_request_reasoning_override,
+                    deployment_params,
+                    {"reasoning_effort": efforts[index % len(efforts)]},
+                )
+                for index in range(280)
+            )
+        )
+
+        assert all("thinking" not in result for result in results)
+        assert all(result["output_config"] == {"format": "json"} for result in results)
+        assert all(result["extra_body"] == {"tenant": "shared"} for result in results)
+        assert deployment_params["thinking"] == {"type": "enabled"}
+        assert deployment_params["output_config"] == {"effort": "high", "format": "json"}
+        assert deployment_params["extra_body"] == {"reasoning_effort": "high", "tenant": "shared"}
+
+    @pytest.mark.parametrize(
+        ("metadata", "should_drop"),
+        [({"internal_call_origin": "autorouter_classifier"}, True), ({}, False)],
+        ids=["classifier", "ordinary-request"],
+    )
+    def test_only_classifier_calls_drop_effort_for_an_unsupported_fallback(self, metadata, should_drop):
+        router = litellm.Router(model_list=[])
+        body: dict[str, object] = {"model": "classifier", "reasoning_effort": "low"}
+        kwargs: dict[str, object] = {
+            "reasoning_effort": "low",
+            "metadata": metadata,
+            "proxy_server_request": {"body": body},
+        }
+        deployment: DeploymentTypedDict = {
+            "model_name": "fallback",
+            "litellm_params": {"model": "openai/gpt-4o-mini"},
+        }
+
+        router._drop_unsupported_classifier_reasoning_effort(deployment, "fallback", kwargs)
+
+        assert ("reasoning_effort" not in kwargs) is should_drop
+        assert ("reasoning_effort" not in body) is should_drop
+
+
+class TestPreRoutingTierDrivesFallbacks:
+    """#38832: a complexity/auto router picks a tier behind the router name, but fallback
+    lookup stayed on the router name, so the tier's configured chain never ran and a
+    provider failure on the tier's first hop was returned to the client."""
+
+    class _TierRouter(litellm.Router):
+        async def async_pre_routing_hook(
+            self, model, request_kwargs, messages=None, input=None, specific_deployment=False
+        ):
+            from litellm.types.router import PreRoutingHookResponse
+
+            if model == "smart-router":
+                return PreRoutingHookResponse(model="tier1", messages=messages)
+            return None
+
+    @classmethod
+    def _router(cls, fallbacks) -> "litellm.Router":
+        return cls._TierRouter(
+            model_list=[
+                {
+                    "model_name": "smart-router",
+                    "litellm_params": {"model": "openai/gpt-4o-mini", "api_key": "sk-x"},
+                },
+                {
+                    "model_name": "tier1",
+                    "litellm_params": {
+                        "model": "openai/gpt-4o-mini",
+                        "api_key": "sk-x",
+                        "mock_response": "litellm.RateLimitError",
+                    },
+                },
+                {
+                    "model_name": "backup-a",
+                    "litellm_params": {
+                        "model": "openai/gpt-4o-mini",
+                        "api_key": "sk-x",
+                        "mock_response": "from backup-a",
+                    },
+                },
+                {
+                    "model_name": "backup-b",
+                    "litellm_params": {
+                        "model": "openai/gpt-4o-mini",
+                        "api_key": "sk-x",
+                        "mock_response": "from backup-b",
+                    },
+                },
+                {
+                    "model_name": "failing-backup",
+                    "litellm_params": {
+                        "model": "openai/gpt-4o-mini",
+                        "api_key": "sk-x",
+                        "mock_response": "litellm.RateLimitError",
+                    },
+                },
+                {
+                    "model_name": "plain",
+                    "litellm_params": {
+                        "model": "openai/gpt-4o-mini",
+                        "api_key": "sk-x",
+                        "mock_response": "litellm.RateLimitError",
+                    },
+                },
+            ],
+            fallbacks=fallbacks,
+            num_retries=0,
+        )
+
+    @pytest.mark.asyncio
+    async def test_the_selected_tier_fallback_chain_runs(self):
+        router = self._router([{"tier1": ["backup-a"]}])
+
+        response = await router.acompletion(
+            model="smart-router", messages=[{"role": "user", "content": "hi"}]
+        )
+
+        assert response.choices[0].message.content == "from backup-a"
+
+    @pytest.mark.asyncio
+    async def test_a_chain_keyed_on_the_router_name_is_not_used(self):
+        """The router name has no chain of its own, so nothing should rescue this call."""
+        router = self._router([{"tier2": ["backup-a"]}])
+
+        with pytest.raises(litellm.RateLimitError):
+            await router.acompletion(model="smart-router", messages=[{"role": "user", "content": "hi"}])
+
+    @pytest.mark.asyncio
+    async def test_a_chain_keyed_on_the_router_name_rescues_when_no_tier_chain_exists(self):
+        """The documented contract: configs keyed on the requested name keep working behind auto-routers."""
+        router = self._router([{"smart-router": ["backup-a"]}])
+
+        response = await router.acompletion(model="smart-router", messages=[{"role": "user", "content": "hi"}])
+
+        assert response.choices[0].message.content == "from backup-a"
+
+    @pytest.mark.asyncio
+    async def test_the_tier_chain_wins_over_the_router_name_chain(self):
+        router = self._router([{"tier1": ["backup-a"]}, {"smart-router": ["backup-b"]}])
+
+        response = await router.acompletion(model="smart-router", messages=[{"role": "user", "content": "hi"}])
+
+        assert response.choices[0].message.content == "from backup-a"
+
+    @pytest.mark.asyncio
+    async def test_a_request_without_a_pre_routing_hook_still_uses_its_own_group(self):
+        router = self._router([{"tier1": ["backup-a"]}])
+
+        response = await router.acompletion(
+            model="tier1", messages=[{"role": "user", "content": "hi"}]
+        )
+
+        assert response.choices[0].message.content == "from backup-a"
+
+    @pytest.mark.asyncio
+    async def test_a_caller_cannot_pick_the_chain_by_sending_the_selection(self):
+        """The metadata bucket carries caller-supplied keys, so only the hook may set the tier."""
+        router = self._router([{"tier1": ["backup-a"]}])
+
+        with pytest.raises(litellm.RateLimitError):
+            await router.acompletion(
+                model="plain",
+                messages=[{"role": "user", "content": "hi"}],
+                metadata={"pre_routing_selected_model": "tier1"},
+            )
+
+    @pytest.mark.asyncio
+    async def test_each_fallback_hop_resolves_its_own_chain(self):
+        """The second hop must key off the group it is running, not the tier that failed."""
+        router = self._router([{"tier1": ["failing-backup"]}, {"failing-backup": ["backup-b"]}])
+
+        response = await router.acompletion(model="smart-router", messages=[{"role": "user", "content": "hi"}])
+
+        assert response.choices[0].message.content == "from backup-b"
+
+
+@pytest.mark.asyncio
+async def test_prompt_management_factory_marks_injection_for_every_deployment(monkeypatch):
+    """The factory stamps a provisional deployment's model_info into kwargs before the
+    prompt pass runs, then routes on the returned model, so any deployment can end up
+    billed. An injection recorded there must carry the every-deployment sentinel, never
+    the provisional deployment's id, or a differently-billed deployment loses the credit."""
+    import time
+
+    from litellm.litellm_core_utils.litellm_logging import Logging as LiteLLMLogging
+
+    router = litellm.Router(
+        model_list=[
+            {
+                "model_name": "cached-claude",
+                "litellm_params": {
+                    "model": "anthropic_cache_control_hook/claude-sonnet-5",
+                    "prompt_id": "cache-points",
+                },
+                "model_info": {"id": "provisional-dep"},
+            }
+        ]
+    )
+    captured: dict = {}
+
+    async def _capture_acompletion(**kwargs):
+        captured.update(kwargs)
+        return litellm.ModelResponse()
+
+    monkeypatch.setattr(litellm, "acompletion", _capture_acompletion)
+    logging_obj = LiteLLMLogging(
+        model="cached-claude",
+        messages=[{"role": "user", "content": "hi"}],
+        stream=False,
+        call_type="acompletion",
+        start_time=time.time(),
+        litellm_call_id="lit-6445",
+        function_id="f",
+    )
+    await router.acompletion(
+        model="cached-claude",
+        messages=[
+            {"role": "system", "content": "a static system prompt"},
+            {"role": "user", "content": "hi"},
+        ],
+        cache_control_injection_points=[{"location": "message", "role": "system"}],
+        litellm_logging_obj=logging_obj,
+    )
+    bucket = captured.get("litellm_metadata") or captured["metadata"]
+    assert captured["model_info"]["id"] == "provisional-dep"
+    assert bucket["litellm_gateway_injected_cache"] == ""
diff --git a/tests/test_litellm/test_router_model_cost_isolation.py b/tests/test_litellm/test_router_model_cost_isolation.py
index 7b7a962bf00..30b265905f3 100644
--- a/tests/test_litellm/test_router_model_cost_isolation.py
+++ b/tests/test_litellm/test_router_model_cost_isolation.py
@@ -2281,3 +2281,83 @@ def test_every_declaring_deployment_is_named(caplog):
     assert "azure-ptu-east" in warnings[0]
     assert "azure-ptu-west" in warnings[0]
     assert "plain-gpt-4o" not in warnings[0]
+
+
+def _simulate_price_data_reload_with_provider_sets(monkeypatch, fetched_catalog):
+    """Like `_simulate_price_data_reload`, plus the provider model-set refresh the proxy's
+    `_swap_in_model_cost_map` does before replaying, so bare names in the new catalog resolve."""
+    monkeypatch.setattr(litellm, "model_cost", fetched_catalog)
+    _invalidate_model_cost_lowercase_map()
+    litellm.add_known_models(model_cost_map=fetched_catalog)
+    reapply_runtime_model_cost_registrations()
+
+
+def test_a_config_deployment_dropped_by_a_stale_cost_map_comes_back_on_reload(monkeypatch):
+    """
+    Booting on the bundled backup, a bare model that only the remote catalog knows
+    cannot be provider-resolved, so the proxy router (ignore_invalid_deployments) drops
+    it. Once a reload brings in a catalog that knows the model, the deployment must be
+    served again with its access groups, and exactly once however many reloads follow.
+    """
+    backend = "lit-5766-only-in-remote-catalog"
+    try:
+        router = Router(
+            model_list=[
+                {
+                    "model_name": "new-model",
+                    "litellm_params": {"model": backend, "api_key": "k"},
+                    "model_info": {"id": "new-id", "access_groups": ["team-models"]},
+                },
+                {
+                    "model_name": "control-model",
+                    "litellm_params": {"model": "hosted_vllm/control-backend", "api_key": "k"},
+                    "model_info": {"id": "control-id", "access_groups": ["team-models"]},
+                },
+            ],
+            ignore_invalid_deployments=True,
+        )
+        assert router.get_model_names() == ["control-model"]
+        assert router.get_model_access_groups(model_name="new-model") == {}
+
+        fresh_catalog = {**litellm.model_cost, backend: {"litellm_provider": "openai", "mode": "chat"}}
+        _simulate_price_data_reload_with_provider_sets(monkeypatch, fresh_catalog)
+        _simulate_price_data_reload_with_provider_sets(monkeypatch, fresh_catalog)
+
+        assert sorted(router.get_model_names()) == ["control-model", "new-model"]
+        assert router.get_model_access_groups(model_name="new-model") == {"team-models": ["new-model"]}
+        assert [d["model_info"]["id"] for d in router.model_list] == ["control-id", "new-id"]
+        assert "new-id" in litellm.model_cost
+    finally:
+        litellm.open_ai_chat_completion_models.discard(backend)
+        litellm.models_by_provider["openai"].discard(backend)
+
+
+def test_a_config_deployment_dropped_for_a_permanent_reason_is_not_retried_on_reload(monkeypatch):
+    """
+    Only provider-resolution drops can be healed by a fresh catalog. A deployment that
+    fails after its provider resolved (here a pass-through vertex entry with no project)
+    has already touched router state, so replaying it on every reload would leak into
+    `deployment_names` each time.
+    """
+    router = Router(
+        model_list=[
+            {
+                "model_name": "vertex-passthrough",
+                "litellm_params": {"model": "vertex_ai/gemini-2.5-flash", "use_in_pass_through": True},
+                "model_info": {"id": "vertex-id"},
+            },
+            {
+                "model_name": "control-model",
+                "litellm_params": {"model": "hosted_vllm/control-backend", "api_key": "k"},
+                "model_info": {"id": "control-id"},
+            },
+        ],
+        ignore_invalid_deployments=True,
+    )
+    assert router.get_model_names() == ["control-model"]
+    names_after_boot = list(router.deployment_names)
+
+    _simulate_price_data_reload_with_provider_sets(monkeypatch, dict(litellm.model_cost))
+
+    assert router.get_model_names() == ["control-model"]
+    assert router.deployment_names == names_after_boot
diff --git a/tests/test_litellm/test_router_order_fallback.py b/tests/test_litellm/test_router_order_fallback.py
index 7743cb005d0..fde870e5abe 100644
--- a/tests/test_litellm/test_router_order_fallback.py
+++ b/tests/test_litellm/test_router_order_fallback.py
@@ -6,12 +6,19 @@ should be tried first, and higher order deployments should be used as fallbacks
 when lower order deployments fail.
 """
 
-from typing import Optional
+import json
+from typing import Final, Optional
 
+import httpx
 import pytest
+from openai import AsyncOpenAI
 
+import litellm
 from litellm import Router
-from litellm.utils import _get_order_filtered_deployments
+from litellm.integrations.custom_logger import CustomLogger
+from litellm.router_utils.prompt_caching_cache import PromptCachingCache
+from litellm.types.router import RouterRateLimitError
+from litellm.utils import _get_deployment_order, _get_order_filtered_deployments
 
 # ---------------------------------------------------------------------------
 # Unit tests for _get_order_filtered_deployments
@@ -49,13 +56,22 @@ class TestGetOrderFilteredDeployments:
         assert len(result) == 1
         assert result[0]["model_info"]["id"] == "b"
 
-    def test_target_order_no_match_returns_all(self):
+    def test_target_order_no_match_returns_empty(self):
         deps = [
             self._make_deployment(1, "a"),
             self._make_deployment(2, "b"),
         ]
         result = _get_order_filtered_deployments(deps, target_order=99)
-        assert len(result) == 2
+        assert result == []
+
+    def test_target_order_no_match_does_not_reselect_lower_order(self):
+        deps = [
+            self._make_deployment(1, "a"),
+            self._make_deployment(2, "b"),
+        ]
+        remaining_after_pre_call = [deps[0]]
+        result = _get_order_filtered_deployments(remaining_after_pre_call, target_order=2)
+        assert result == []
 
     def test_no_order_set_returns_all(self):
         deps = [
@@ -406,35 +422,239 @@ async def test_router_order_fallback_with_hidden_model_group_alias():
     assert response._hidden_params["model_id"] == "2"
 
 
+@pytest.mark.asyncio
+async def test_router_order_fallback_does_not_reselect_order_1_when_order_2_is_filtered_out():
+    class _DropOrder2(CustomLogger):
+        async def async_filter_deployments(
+            self, model, healthy_deployments, messages, request_kwargs=None, parent_otel_span=None
+        ):
+            return [d for d in healthy_deployments if _get_deployment_order(d) != 2]
+
+    drop_order_2: Final = _DropOrder2()
+    router = Router(
+        model_list=[
+            {
+                "model_name": "test-model",
+                "litellm_params": {
+                    "model": "gpt-4o",
+                    "api_key": "key",
+                    "mock_response": "litellm.RateLimitError",
+                    "order": 1,
+                },
+                "model_info": {"id": "1"},
+            },
+            {
+                "model_name": "test-model",
+                "litellm_params": {
+                    "model": "gpt-4o",
+                    "api_key": "key",
+                    "mock_response": "success from order 2",
+                    "order": 2,
+                },
+                "model_info": {"id": "2"},
+            },
+        ],
+        num_retries=0,
+    )
+    litellm.callbacks.append(drop_order_2)
+    try:
+        with pytest.raises(RouterRateLimitError, match="No deployments available") as exc_info:
+            await router.acompletion(
+                model="test-model",
+                messages=[{"role": "user", "content": "hi"}],
+            )
+        assert "success from order 2" not in str(exc_info.value)
+    finally:
+        litellm.callbacks.remove(drop_order_2)
+
+
+@pytest.mark.asyncio
+async def test_router_order_fallback_ignores_prompt_cache_pin_on_target_order():
+    messages = [{"role": "user", "content": "word " * 5000}]
+    router = Router(
+        model_list=[
+            {
+                "model_name": "test-model",
+                "litellm_params": {
+                    "model": "gpt-4o",
+                    "api_key": "bad",
+                    "mock_response": Exception("azure peak load"),
+                    "order": 1,
+                },
+                "model_info": {"id": "1"},
+            },
+            {
+                "model_name": "test-model",
+                "litellm_params": {
+                    "model": "gpt-4o",
+                    "api_key": "good",
+                    "mock_response": "success from order 2",
+                    "order": 2,
+                },
+                "model_info": {"id": "2"},
+            },
+        ],
+        num_retries=0,
+        optional_pre_call_checks=["prompt_caching"],
+    )
+    await PromptCachingCache(cache=router.cache).async_add_model_id(
+        model_id="1",
+        messages=messages,
+        tools=None,
+    )
+    response = await router.acompletion(model="test-model", messages=messages)
+    assert response._hidden_params["model_id"] == "2"
+
+
+@pytest.mark.asyncio
+async def test_router_order_fallback_retries_keep_target_order():
+    seen_target_orders: Final = []
+
+    class _RecordTargetOrder(CustomLogger):
+        async def async_filter_deployments(
+            self, model, healthy_deployments, messages, request_kwargs=None, parent_otel_span=None
+        ):
+            seen_target_orders.append((request_kwargs or {}).get("_target_order"))
+            return healthy_deployments
+
+    recorder: Final = _RecordTargetOrder()
+    router = Router(
+        model_list=[
+            {
+                "model_name": "test-model",
+                "litellm_params": {
+                    "model": "gpt-4o",
+                    "api_key": "bad",
+                    "mock_response": Exception("fail order 1"),
+                    "order": 1,
+                },
+                "model_info": {"id": "1"},
+            },
+            {
+                "model_name": "test-model",
+                "litellm_params": {
+                    "model": "gpt-4o",
+                    "api_key": "bad",
+                    "mock_response": Exception("fail order 2"),
+                    "order": 2,
+                },
+                "model_info": {"id": "2"},
+            },
+        ],
+        num_retries=1,
+    )
+    litellm.callbacks.append(recorder)
+    try:
+        with pytest.raises(Exception, match="fail order 2"):
+            await router.acompletion(
+                model="test-model",
+                messages=[{"role": "user", "content": "hi"}],
+            )
+    finally:
+        litellm.callbacks.remove(recorder)
+    assert seen_target_orders.count(2) >= 2
+
+
+@pytest.mark.asyncio
+async def test_generic_api_call_strips_target_order_from_provider_kwargs():
+    captured: Final = {}
+
+    async def _fake_provider(**provider_kwargs):
+        captured.update(provider_kwargs)
+        return "ok"
+
+    router = Router(
+        model_list=[
+            {
+                "model_name": "test-model",
+                "litellm_params": {"model": "gpt-4o", "api_key": "key", "order": 2},
+                "model_info": {"id": "2"},
+            },
+        ],
+    )
+    response = await router._ageneric_api_call_with_fallbacks_helper(
+        model="test-model",
+        original_generic_function=_fake_provider,
+        _target_order=2,
+        messages=[{"role": "user", "content": "hi"}],
+    )
+    assert response == "ok"
+    assert captured["model"] == "gpt-4o"
+    assert "_target_order" not in captured
+
+
+@pytest.mark.asyncio
+async def test_text_completion_order_fallback_hop_does_not_send_target_order_upstream():
+    upstream_bodies: Final[list[dict]] = []
+
+    def _upstream(request: httpx.Request) -> httpx.Response:
+        upstream_bodies.append(json.loads(request.content))
+        return httpx.Response(
+            200,
+            json={
+                "id": "cmpl-1",
+                "object": "text_completion",
+                "created": 0,
+                "model": "gpt-3.5-turbo-instruct",
+                "choices": [{"text": "ok from order 2", "index": 0, "logprobs": None, "finish_reason": "stop"}],
+                "usage": {"prompt_tokens": 1, "completion_tokens": 1, "total_tokens": 2},
+            },
+        )
+
+    upstream_client: Final = AsyncOpenAI(
+        api_key="key",
+        base_url="http://upstream.test",
+        http_client=httpx.AsyncClient(transport=httpx.MockTransport(_upstream)),
+    )
+    router = Router(
+        model_list=[
+            {
+                "model_name": "test-model",
+                "litellm_params": {
+                    "model": "text-completion-openai/gpt-3.5-turbo-instruct",
+                    "api_key": "key",
+                    "mock_response": Exception("fail order 1"),
+                    "order": 1,
+                },
+                "model_info": {"id": "1"},
+            },
+            {
+                "model_name": "test-model",
+                "litellm_params": {
+                    "model": "text-completion-openai/gpt-3.5-turbo-instruct",
+                    "api_key": "key",
+                    "api_base": "http://upstream.test",
+                    "order": 2,
+                },
+                "model_info": {"id": "2"},
+            },
+        ],
+        num_retries=0,
+    )
+    try:
+        response = await router.atext_completion(model="test-model", prompt="hi", client=upstream_client)
+    finally:
+        await upstream_client.close()
+
+    assert response._hidden_params["model_id"] == "2"
+    assert upstream_bodies
+    assert all("_target_order" not in body for body in upstream_bodies)
+
+
 def test_check_non_standard_fallback_format():
     from litellm.router_utils.fallback_event_handlers import (
         _check_non_standard_fallback_format,
     )
 
     # Standard formats
-    assert (
-        _check_non_standard_fallback_format([{"gpt-3.5-turbo": ["claude-3-haiku"]}])
-        == False
-    )
+    assert _check_non_standard_fallback_format([{"gpt-3.5-turbo": ["claude-3-haiku"]}]) == False
     assert _check_non_standard_fallback_format([{"model": ["qwen-backup"]}]) == False
-    assert (
-        _check_non_standard_fallback_format(
-            [{"model": ["qwen-backup"], "region": ["us-east-1"]}]
-        )
-        == False
-    )
+    assert _check_non_standard_fallback_format([{"model": ["qwen-backup"], "region": ["us-east-1"]}]) == False
 
     # Non-standard formats
     assert _check_non_standard_fallback_format([{"model": "qwen-backup"}]) == True
     assert (
-        _check_non_standard_fallback_format(
-            [{"model": "qwen-backup", "messages": [{"role": "user", "content": "hi"}]}]
-        )
-        == True
-    )
-    assert (
-        _check_non_standard_fallback_format(
-            [{"model": ["qwen-backup"], "api_key": "some-key"}]
-        )
+        _check_non_standard_fallback_format([{"model": "qwen-backup", "messages": [{"role": "user", "content": "hi"}]}])
         == True
     )
+    assert _check_non_standard_fallback_format([{"model": ["qwen-backup"], "api_key": "some-key"}]) == True
diff --git a/tests/test_litellm/test_router_retry_policy_update.py b/tests/test_litellm/test_router_retry_policy_update.py
index 1b98b8c1ae8..be568134763 100644
--- a/tests/test_litellm/test_router_retry_policy_update.py
+++ b/tests/test_litellm/test_router_retry_policy_update.py
@@ -21,6 +21,7 @@ This file pins both halves of the fix.
 
 import json
 from dataclasses import dataclass
+from typing import Final
 from unittest.mock import AsyncMock, MagicMock
 
 import pytest
@@ -28,8 +29,19 @@ from pydantic import ValidationError
 
 
 import litellm
+from litellm.router_strategy.budget_limiter import RouterBudgetLimiting
+from litellm.router_utils.pre_call_checks.model_rate_limit_check import ModelRateLimitingCheck
+from litellm.router_utils.pre_call_checks.prompt_caching_deployment_check import PromptCachingDeploymentCheck
 from litellm.types.router import RetryPolicy, UpdateRouterConfig
 
+
+@pytest.fixture(autouse=True)
+def isolate_litellm_callbacks():
+    callbacks_before: Final = litellm.callbacks.copy()
+    yield
+    litellm.callbacks = callbacks_before  # test-quality-ok: required callback-state restoration fixture
+
+
 # ---------------------------------------------------------------------------
 # UpdateRouterConfig schema membership (LIT-3152 part 1)
 # ---------------------------------------------------------------------------
@@ -100,6 +112,114 @@ def _build_router() -> litellm.Router:
     )
 
 
+def test_update_settings_adds_optional_pre_call_check_once():
+    router = _build_router()
+
+    router.update_settings(num_retries=7, optional_pre_call_checks=["prompt_caching"])
+    router.update_settings(optional_pre_call_checks=["prompt_caching"])
+
+    prompt_caching_callbacks = [
+        callback for callback in router.optional_callbacks if isinstance(callback, PromptCachingDeploymentCheck)
+    ]
+    assert len(prompt_caching_callbacks) == 1
+    assert router.num_retries == 7
+
+
+def test_update_settings_clears_omitted_toggleable_pre_call_checks():
+    router = _build_router()
+
+    router.update_settings(optional_pre_call_checks=["prompt_caching"])
+    router.update_settings(optional_pre_call_checks=[])
+
+    assert not any(isinstance(callback, PromptCachingDeploymentCheck) for callback in (router.optional_callbacks or []))
+    assert not any(isinstance(callback, PromptCachingDeploymentCheck) for callback in litellm.callbacks)
+
+
+def test_set_optional_pre_call_checks_reconciles_callback_types():
+    router = _build_router()
+
+    router.set_optional_pre_call_checks(["prompt_caching"])
+    router.set_optional_pre_call_checks([])
+
+    assert not any(isinstance(callback, PromptCachingDeploymentCheck) for callback in (router.optional_callbacks or []))
+    assert not any(isinstance(callback, PromptCachingDeploymentCheck) for callback in litellm.callbacks)
+
+
+def test_remove_optional_pre_call_check_removes_local_and_global_callbacks():
+    router = _build_router()
+
+    router.set_optional_pre_call_checks(["prompt_caching"])
+    router._remove_optional_callbacks_of_type(PromptCachingDeploymentCheck)
+
+    assert not any(type(callback) is PromptCachingDeploymentCheck for callback in (router.optional_callbacks or []))
+    assert not any(type(callback) is PromptCachingDeploymentCheck for callback in litellm.callbacks)
+
+
+def test_remove_optional_pre_call_check_keeps_global_callback_for_another_router():
+    router_a = _build_router()
+    router_b = _build_router()
+
+    router_a.update_settings(optional_pre_call_checks=["prompt_caching"])
+    router_b.update_settings(optional_pre_call_checks=["prompt_caching"])
+
+    router_a.update_settings(optional_pre_call_checks=[])
+
+    assert not any(type(callback) is PromptCachingDeploymentCheck for callback in (router_a.optional_callbacks or []))
+    assert any(type(callback) is PromptCachingDeploymentCheck for callback in (router_b.optional_callbacks or []))
+    assert any(type(callback) is PromptCachingDeploymentCheck for callback in litellm.callbacks)
+
+    router_b.update_settings(optional_pre_call_checks=[])
+
+    assert not any(type(callback) is PromptCachingDeploymentCheck for callback in (router_b.optional_callbacks or []))
+    assert not any(type(callback) is PromptCachingDeploymentCheck for callback in litellm.callbacks)
+
+
+def test_remove_optional_pre_call_check_keeps_global_callback_when_second_router_clears_first():
+    router_a = _build_router()
+    router_b = _build_router()
+
+    router_a.update_settings(optional_pre_call_checks=["prompt_caching"])
+    router_b.update_settings(optional_pre_call_checks=["prompt_caching"])
+
+    router_b.update_settings(optional_pre_call_checks=[])
+
+    assert any(type(callback) is PromptCachingDeploymentCheck for callback in (router_a.optional_callbacks or []))
+    assert not any(type(callback) is PromptCachingDeploymentCheck for callback in (router_b.optional_callbacks or []))
+    assert any(type(callback) is PromptCachingDeploymentCheck for callback in litellm.callbacks)
+
+    router_a.update_settings(optional_pre_call_checks=[])
+
+    assert not any(type(callback) is PromptCachingDeploymentCheck for callback in litellm.callbacks)
+
+
+def test_update_settings_replaces_toggleable_pre_call_checks():
+    router = _build_router()
+
+    router.update_settings(optional_pre_call_checks=["prompt_caching"])
+    router.update_settings(optional_pre_call_checks=["enforce_model_rate_limits"])
+
+    assert not any(isinstance(callback, PromptCachingDeploymentCheck) for callback in (router.optional_callbacks or []))
+    assert not any(isinstance(callback, PromptCachingDeploymentCheck) for callback in litellm.callbacks)
+    assert any(isinstance(callback, ModelRateLimitingCheck) for callback in (router.optional_callbacks or []))
+
+
+@pytest.mark.asyncio
+async def test_update_settings_preserves_router_budget_limiting_when_omitted(monkeypatch):
+    async def _disable_periodic_sync(*args, **kwargs):
+        return None
+
+    monkeypatch.setattr(
+        "litellm.router_strategy.budget_limiter.RouterBudgetLimiting.periodic_sync_in_memory_spend_with_redis",
+        _disable_periodic_sync,
+    )
+    router = _build_router()
+
+    router.add_optional_pre_call_checks(["router_budget_limiting"])
+    router.update_settings(optional_pre_call_checks=[])
+
+    assert any(isinstance(callback, RouterBudgetLimiting) for callback in (router.optional_callbacks or []))
+
+
 def test_update_settings_persists_retry_policy_dict():
     """When the proxy's ``_add_router_settings_from_db_config`` calls
     ``llm_router.update_settings(retry_policy={...})`` after reading the
@@ -255,8 +375,12 @@ async def test_config_update_persists_and_reads_back_retry_policy(monkeypatch):
             RateLimitErrorRetries=7,
         )
     )
+    request = MagicMock()
+    request.json = AsyncMock(return_value={"router_settings": {"retry_policy": posted.model_dump()}})
+
     await proxy_server.update_config(
         config_info=ConfigYAML(router_settings=posted),
+        request=request,
         user_api_key_dict=UserAPIKeyAuth(user_role=LitellmUserRoles.PROXY_ADMIN, api_key="sk-1234"),
     )
 
diff --git a/tests/test_litellm/test_secret_redaction.py b/tests/test_litellm/test_secret_redaction.py
index 7d50694c805..9fa748edec1 100644
--- a/tests/test_litellm/test_secret_redaction.py
+++ b/tests/test_litellm/test_secret_redaction.py
@@ -1,8 +1,11 @@
 import logging
 import logging.config
 import sys
+import time
+import traceback
 from collections.abc import Callable
 from io import StringIO
+from typing import Final
 from unittest.mock import patch
 
 import pytest
@@ -11,11 +14,12 @@ from litellm._logging import (
     JsonFormatter,
     _redact_string,
     _secret_filter,
+    redact_internal_details_from_client_message,
     verbose_logger,
     verbose_proxy_logger,
     verbose_router_logger,
 )
-from litellm.litellm_core_utils.secret_redaction import redact_string
+from litellm.litellm_core_utils.secret_redaction import redact_internal_details, redact_string
 
 SECRET = "sk-proj-abc123def456ghi789jklmnopqrst"
 
@@ -67,6 +71,50 @@ def test_redact_string_catches_secret_patterns():
     assert redact_string(normal) == normal
 
 
+@pytest.mark.parametrize(
+    "connection_string",
+    [
+        "postgres://admin:pass3cret@db.example.com:5432/mydb",
+        "redis://:pass3cret@cache.example.com:6379",
+        "postgres://admin:pass/s3cret@db.example.com:5432/mydb",
+        "amqp://admin:pass:s3cret@rabbit:5672",
+        "https://ad@min:pass3cret@host",
+        # An unencoded "@" inside the password, with a ":" after it
+        "postgresql://admin:p@ss3cret:2026@db.example.com:5432/mydb",
+        "amqp://guest:gu@st3cret:1@rabbit:5672/",
+        # An AWS RDS IAM auth token is a presigned query string used as the
+        # password, so the userinfo runs to several hundred characters.
+        "postgresql://litellm:host%3A5432%2F%3FAction%3Dconnect%26X-Amz-Signature%3D"
+        + "f" * 540
+        + "s3cret@db.host:5432/litellm",
+    ],
+)
+def test_redact_string_still_catches_connection_string_credentials(connection_string):
+    """The bounded userinfo pattern must keep matching real connection strings."""
+    assert "s3cret" not in redact_string(connection_string)
+
+
+def _redaction_cost(url_bytes: int) -> float:
+    url: Final = "/x?u=" + "a://" * (url_bytes // 4)
+
+    def once() -> float:
+        started = time.perf_counter()
+        redact_string(url)
+        return time.perf_counter() - started
+
+    return min(once() for _ in range(3))
+
+
+def test_redact_string_stays_sub_quadratic_on_a_long_adversarial_url():
+    """Access-log redaction runs on attacker-controlled request lines, so quadrupling
+    a URL of scheme separators must not multiply the cost by sixteen. Comparing two
+    sizes rather than asserting a wall-clock ceiling keeps this honest on a slow box:
+    the unbounded pattern this replaced cost 5s at 4 KB and 314s at 16 KB."""
+    growth: Final = _redaction_cost(16 * 1024) / _redaction_cost(4 * 1024)
+
+    assert growth < 11.0, f"cost grew {growth:.1f}x for 4x the URL length"
+
+
 def test_redact_string_catches_minimum_length_virtual_key():
     """Regression test for LIT-4355: keys at the enforced 16-char minimum
     (MINIMUM_CUSTOM_KEY_LENGTH) must be treated as key-shaped by the scrubber."""
@@ -611,3 +659,65 @@ def test_json_formatter_redacts_non_string_extra_values(extra):
     assert output.strip(), "no record captured"
     assert SECRET not in output, f"non-string extra leaked a secret: {output}"
     assert "REDACTED" in output
+
+
+@pytest.mark.parametrize(
+    "text,leaked",
+    (
+        ("config file /etc/litellm/secrets/db.yaml", "/etc/litellm/secrets/db.yaml"),
+        ("home dir /Users/admin/.litellm/master_key.txt", "/Users/admin/.litellm/master_key.txt"),
+        ("cache at /var/cache/litellm/tokens.db", "/var/cache/litellm/tokens.db"),
+        ("path C:\\Users\\admin\\secrets.env", "C:\\Users\\admin\\secrets.env"),
+        ("connecting to host 10.20.30.40", "10.20.30.40"),
+        ("connecting to host 192.168.1.5", "192.168.1.5"),
+        ("connecting to host 172.16.0.9", "172.16.0.9"),
+        ("connecting to host 127.0.0.1", "127.0.0.1"),
+        ("connecting to db-primary.internal", "db-primary.internal"),
+        ("connecting to redis.corp", "redis.corp"),
+    ),
+)
+def test_redact_internal_details_catches_paths_and_hostnames(text, leaked):
+    result = redact_internal_details(text)
+    assert leaked not in result, f"{leaked!r} was not redacted"
+    assert "REDACTED" in result
+
+
+def test_redact_internal_details_leaves_public_hostnames_and_routes_alone():
+    """litellm's own error messages rely on routes like /v1/models staying legible."""
+    safe_strings = (
+        "call https://api.openai.com/v1/chat/completions",
+        "/chat/completions: Invalid model name passed in model=gpt-9",
+        "Call `/v1/models` to view available models for your key",
+        "reducto:// file IDs are not accepted through the proxy OCR API",
+    )
+    for text in safe_strings:
+        assert redact_internal_details(text) == text
+
+
+def test_redact_internal_details_layers_on_top_of_credential_redaction():
+    text = "postgresql://litellm_internal:S3cr3tPGPass@10.20.30.40:5432/litellm_prod"
+    result = redact_internal_details(text)
+    assert "S3cr3tPGPass" not in result
+    assert "10.20.30.40" not in result
+
+
+def test_redact_internal_details_drops_embedded_traceback():
+    """Regression for LIT-6747: the traceback exception_type() embeds for SDK callers
+    must never reach an HTTP client."""
+    try:
+        raise RuntimeError("socket hung up")
+    except RuntimeError:
+        raw_tb = traceback.format_exc()
+    message = f"litellm.APIConnectionError: MinimaxException - socket hung up\n{raw_tb}"
+
+    result = redact_internal_details(message)
+
+    assert result == "litellm.APIConnectionError: MinimaxException - socket hung up"
+    assert "Traceback (most recent call last)" not in result
+    assert __file__.split("/")[-1] not in result
+
+
+def test_redact_internal_details_from_client_message_respects_disable_flag():
+    with patch("litellm._logging._ENABLE_SECRET_REDACTION", False):  # test-quality-ok: the opt-out flag is the SUT
+        text = "config file /etc/litellm/secrets/db.yaml"
+        assert redact_internal_details_from_client_message(text) == text
diff --git a/tests/test_litellm/test_utils.py b/tests/test_litellm/test_utils.py
index 521e91daded..99c69d6bc31 100644
--- a/tests/test_litellm/test_utils.py
+++ b/tests/test_litellm/test_utils.py
@@ -41,7 +41,6 @@ from litellm.utils import (
     _snapshot_exception_for_hook,
     async_post_call_failure_deployment_hook,
     client,
-    get_api_key,
     get_llm_provider,
     get_non_default_completion_params,
     get_optional_params_image_gen,
@@ -331,6 +330,37 @@ def test_get_optional_params_image_gen():
     assert optional_params["n"] == 3
 
 
+@pytest.mark.parametrize("custom_llm_provider", ["openai", "azure"])
+def test_get_optional_params_image_gen_keeps_gpt_image_supported_params(custom_llm_provider):
+    """https://github.com/BerriAI/litellm/issues/38649"""
+    from litellm.types.utils import LlmProviders
+
+    provider_config = ProviderConfigManager.get_provider_image_generation_config(
+        model="gpt-image-2", provider=LlmProviders(custom_llm_provider)
+    )
+    optional_params = get_optional_params_image_gen(
+        model="gpt-image-2",
+        n=1,
+        size="1024x1024",
+        custom_llm_provider=custom_llm_provider,
+        provider_config=provider_config,
+        background="transparent",
+        output_format="png",
+        moderation="low",
+        output_compression=50,
+        unknown_param="kept-in-extra-body",
+    )
+    assert optional_params == {
+        "n": 1,
+        "size": "1024x1024",
+        "background": "transparent",
+        "output_format": "png",
+        "moderation": "low",
+        "output_compression": 50,
+        "extra_body": {"unknown_param": "kept-in-extra-body"},
+    }
+
+
 def test_get_optional_params_image_gen_vertex_ai_size():
     """Test that Vertex AI image generation properly handles size parameter and maps it to aspectRatio"""
     # Test with various size parameters
@@ -4655,6 +4685,7 @@ GEMINI_4096_CACHE_MIN_MODELS: Final = tuple(
         "gemini-3.5-flash",
         "gemini-3.6-flash",
         "gemini-3.7-flash",
+        "gemini-3.8-flash",
         "gemini-3.1-pro-preview",
         "gemini-3.1-pro-preview-customtools",
     )
@@ -4916,17 +4947,6 @@ def test_reapply_runtime_registrations_drops_request_scoped_registrations(monkey
         _invalidate_model_cost_lowercase_map()
 
 
-def test_ai21_api_key_is_resolved_from_the_documented_env_var(monkeypatch: pytest.MonkeyPatch) -> None:
-    """The ai21 branch resolved a misspelled env var, so the name every other ai21 code path
-    reads, and the only name documented, was ignored."""
-    monkeypatch.setattr(litellm, "api_key", None)
-    monkeypatch.setattr(litellm, "ai21_key", None)
-    monkeypatch.delenv("AI211_API_KEY", raising=False)
-    monkeypatch.setenv("AI21_API_KEY", "sk-ai21-resolved-from-env")
-
-    assert get_api_key(llm_provider="ai21", dynamic_api_key=None) == "sk-ai21-resolved-from-env"
-
-
 class _JsonCapture(logging.Handler):
     def __init__(self):
         super().__init__()
diff --git a/tests/test_litellm/types/test_types_utils.py b/tests/test_litellm/types/test_types_utils.py
index c081b9e8e0d..554604ab200 100644
--- a/tests/test_litellm/types/test_types_utils.py
+++ b/tests/test_litellm/types/test_types_utils.py
@@ -759,3 +759,12 @@ def test_delta_function_tool_call_unchanged_by_custom_support():
     delta = Delta(tool_calls=[{"index": 0, "id": "c2", "type": "function", "function": {"name": "g", "arguments": ""}}])
     assert isinstance(delta.tool_calls[0], ChatCompletionDeltaToolCall)
     assert "custom" not in delta.model_dump()["tool_calls"][0]
+
+
+def test_image_response_keeps_background():
+    """https://github.com/BerriAI/litellm/issues/38649"""
+    from litellm.types.utils import ImageResponse
+
+    response = ImageResponse(created=1, data=[{"b64_json": "aGk="}], background="transparent", output_format="png")
+    assert response.background == "transparent"
+    assert response.model_dump()["background"] == "transparent"
diff --git a/tests/test_litellm/vector_stores/__init__.py b/tests/test_litellm/vector_stores/__init__.py
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/tests/test_litellm/vector_stores/test_main.py b/tests/test_litellm/vector_stores/test_main.py
new file mode 100644
index 00000000000..234e0b01094
--- /dev/null
+++ b/tests/test_litellm/vector_stores/test_main.py
@@ -0,0 +1,87 @@
+"""
+Tests for litellm/vector_stores/main.py.
+
+Pins the router threading contract for vector store search: the router is an
+explicit named parameter that reaches the HTTP handler wrapped in the embedding
+executor, and it must never leak into litellm_params/kwargs where logging would
+model_dump() it (the #19550 serialization trap).
+"""
+
+from unittest.mock import MagicMock, patch
+
+import litellm.vector_stores.main as vector_stores_main
+from litellm.llms.base_llm.vector_store.transformation import (
+    RouterVectorStoreEmbeddingExecutor,
+)
+from litellm.vector_stores.main import search
+
+MOCK_SEARCH_RESPONSE = {
+    "object": "vector_store.search_results.page",
+    "search_query": "q",
+    "data": [],
+}
+
+
+def test_search_wraps_router_into_the_handler_embedding_executor():
+    """search() hands the HTTP handler a Router-backed embedding executor carrying the
+    request metadata, and no bare router kwarg (LIT-6750)"""
+    mock_router = MagicMock()
+    logger = MagicMock()
+
+    with (
+        patch(  # test-quality-ok: stubs provider config resolution; the seam under test is the executor threading
+            "litellm.vector_stores.main.ProviderConfigManager.get_provider_vector_stores_config",
+            return_value=MagicMock(),
+        ),
+        patch.object(  # test-quality-ok: the handler call is the observable boundary for the executor contract
+            vector_stores_main.base_llm_http_handler,
+            "vector_store_search_handler",
+            return_value=MOCK_SEARCH_RESPONSE,
+        ) as mock_handler,
+    ):
+        response = search(
+            vector_store_id="bkt:idx",
+            query="q",
+            custom_llm_provider="s3_vectors",
+            router=mock_router,
+            litellm_logging_obj=logger,
+            litellm_metadata={"user_api_key_team_id": "team-a"},
+        )
+
+    assert response == MOCK_SEARCH_RESPONSE
+    mock_handler.assert_called_once()
+    assert "router" not in mock_handler.call_args.kwargs
+    executor = mock_handler.call_args.kwargs["embedding_executor"]
+    assert isinstance(executor, RouterVectorStoreEmbeddingExecutor)
+    assert executor.router is mock_router
+    assert dict(executor.metadata) == {"user_api_key_team_id": "team-a"}
+
+
+def test_search_router_not_in_litellm_params():
+    """Regression (#19550 class): the router must stay out of GenericLiteLLMParams,
+    otherwise pre-call logging model_dump()s it and breaks serialization."""
+    mock_router = MagicMock()
+    logger = MagicMock()
+
+    with (
+        patch(  # test-quality-ok: stubs provider config resolution; the seam under test is litellm_params contents
+            "litellm.vector_stores.main.ProviderConfigManager.get_provider_vector_stores_config",
+            return_value=MagicMock(),
+        ),
+        patch.object(  # test-quality-ok: the handler call is where a leaked router in litellm_params would surface
+            vector_stores_main.base_llm_http_handler,
+            "vector_store_search_handler",
+            return_value=MOCK_SEARCH_RESPONSE,
+        ) as mock_handler,
+    ):
+        search(
+            vector_store_id="bkt:idx",
+            query="q",
+            custom_llm_provider="s3_vectors",
+            router=mock_router,
+            litellm_logging_obj=logger,
+        )
+
+    litellm_params = mock_handler.call_args.kwargs["litellm_params"]
+    assert "router" not in litellm_params.model_dump(exclude_none=True)
+    assert getattr(litellm_params, "router", None) is None
diff --git a/tests/test_rust_python_harness.py b/tests/test_rust_python_harness.py
new file mode 100644
index 00000000000..a2b9c8e2a76
--- /dev/null
+++ b/tests/test_rust_python_harness.py
@@ -0,0 +1,360 @@
+from __future__ import annotations
+
+import importlib
+import json
+import os
+import subprocess
+import sys
+from pathlib import Path
+from typing import Final
+
+import pytest
+
+catalog = importlib.import_module("tests.rust-python-harness.catalog")
+cli = importlib.import_module("tests.rust-python-harness.cli")
+models = importlib.import_module("tests.rust-python-harness.shared.reporting.models")
+runner = importlib.import_module("tests.rust-python-harness.shared.reporting.pytest_runner")
+ui = importlib.import_module("tests.rust-python-harness.shared.reporting.ui")
+ledger_module = importlib.import_module("tests.rust-python-harness.shared.parity.ledger")
+mapping_validator = importlib.import_module(
+    "tests.rust-python-harness.strategies.unit_tests.mapping_validator"
+)
+
+load_catalog = catalog.load_catalog
+load_ledger = ledger_module.load_ledger
+ledger_path_for = mapping_validator.ledger_path_for
+REPO_ROOT = mapping_validator.REPO_ROOT
+audit_ledger = mapping_validator.audit_ledger
+build_function_report = mapping_validator.build_function_report
+_pick_values = cli._pick_values
+_coverage_pytest_args = cli._coverage_pytest_args
+_select = cli._select
+_validate_ledger = cli._validate_ledger
+CaseResult = models.CaseResult
+Coverage = models.Coverage
+HarnessCase = models.HarnessCase
+HarnessRun = models.HarnessRun
+RunStatus = models.RunStatus
+SDK_FUNCTIONS = models.SDK_FUNCTIONS
+section_confidence = models.section_confidence
+run_pytest = runner.run_pytest
+runnable_selectors = runner.runnable_selectors
+selector_matches_node = runner.selector_matches_node
+_format_duration = ui._format_duration
+_rerun_command = ui._rerun_command
+_summary = ui._summary
+
+
+def _case(
+    *, selectors: tuple[str, ...] = (), coverage: Coverage = Coverage.COMPLETE
+) -> HarnessCase:
+    return HarnessCase(
+        strategy_id="example",
+        strategy_label="Example",
+        sdk_function="messages",
+        coverage=coverage,
+        selectors=selectors,
+    )
+
+
+def _manifest() -> dict[str, object]:
+    return {
+        "order": 1,
+        "id": "example",
+        "label": "Example strategy",
+        "description": "Example description",
+        "functions": {
+            function: {"coverage": "planned", "selectors": []}
+            for function in SDK_FUNCTIONS
+        },
+    }
+
+
+def test_should_load_the_four_harness_strategies_in_order() -> None:
+    strategies = load_catalog()
+
+    assert [strategy.id for strategy in strategies] == [
+        "e2e_parity",
+        "trace_parity",
+        "unit_tests",
+        "existing_e2e_test_sdk",
+    ]
+    assert all(
+        tuple(case.sdk_function for case in strategy.cases) == SDK_FUNCTIONS
+        for strategy in strategies
+    )
+
+
+def test_should_reject_a_manifest_missing_an_sdk_function(tmp_path: Path) -> None:
+    strategy_directory = tmp_path / "example"
+    strategy_directory.mkdir()
+    manifest = _manifest()
+    del manifest["functions"]["count_tokens"]  # type: ignore[index]
+    (strategy_directory / "strategy.json").write_text(
+        json.dumps(manifest), encoding="utf-8"
+    )
+
+    with pytest.raises(ValueError, match="functions must exactly match"):
+        load_catalog(tmp_path)
+
+
+@pytest.mark.parametrize(
+    ("selector", "nodeid", "matches"),
+    [
+        ("tests/test_parity.py", "tests/test_parity.py::test_one", True),
+        ("tests/test_parity.py::test_one", "tests/test_parity.py::test_one", True),
+        (
+            "tests/test_parity.py::test_one",
+            "tests/test_parity.py::test_one[value]",
+            True,
+        ),
+        ("tests/test_parity.py::test_one", "tests/test_parity.py::test_two", False),
+        ("tests/ocr_tests/", "tests/ocr_tests/test_ocr_mistral.py::test_one", True),
+        ("tests/ocr_tests/", "tests/other_tests/test_ocr_mistral.py::test_one", False),
+    ],
+)
+def test_should_match_pytest_file_and_node_selectors(
+    selector: str, nodeid: str, matches: bool
+) -> None:
+    assert selector_matches_node(selector, nodeid) is matches
+
+
+def test_should_only_return_selectors_whose_files_exist(tmp_path: Path) -> None:
+    existing = tmp_path / "tests" / "test_parity.py"
+    existing.parent.mkdir()
+    existing.write_text("", encoding="utf-8")
+    case = _case(
+        selectors=("tests/test_parity.py", "tests/test_missing.py::test_missing")
+    )
+
+    assert runnable_selectors((case,), tmp_path) == ("tests/test_parity.py",)
+
+
+def test_should_treat_an_existing_folder_selector_as_runnable(tmp_path: Path) -> None:
+    (tmp_path / "tests" / "ocr_tests").mkdir(parents=True)
+    case = _case(selectors=("tests/ocr_tests/",))
+
+    assert runnable_selectors((case,), tmp_path) == ("tests/ocr_tests/",)
+
+
+def test_should_mark_planned_and_not_applicable_cases_without_running() -> None:
+    planned = CaseResult(case=_case(coverage=Coverage.PLANNED))
+    not_applicable = CaseResult(case=_case(coverage=Coverage.NOT_APPLICABLE))
+
+    planned.set_initial_status()
+    not_applicable.set_initial_status()
+
+    assert planned.status is RunStatus.PLANNED
+    assert not_applicable.status is RunStatus.NOT_APPLICABLE
+
+
+def test_should_treat_an_all_planned_filtered_run_as_success(tmp_path: Path) -> None:
+    exit_code, run = run_pytest(
+        cases=(_case(coverage=Coverage.PLANNED),),
+        repo_root=tmp_path,
+        on_update=lambda _: None,
+    )
+
+    assert exit_code == 0
+    assert next(iter(run.results.values())).status is RunStatus.PLANNED
+
+
+@pytest.mark.parametrize("strategy_id", ("e2e_parity", "existing_e2e_test_sdk"))
+def test_should_run_namespace_package_relative_imports(tmp_path: Path, strategy_id: str) -> None:
+    package: Final = tmp_path / "manual_suite" / "relative-tests"
+    package.mkdir(parents=True)
+    (package / "__init__.py").write_text("", encoding="utf-8")
+    (package / "values.py").write_text("ANSWER = 42\n", encoding="utf-8")
+    (package / "test_relative.py").write_text(
+        "from .values import ANSWER\n\ndef test_answer():\n    assert ANSWER == 42\n",
+        encoding="utf-8",
+    )
+    result: Final = subprocess.run(
+        (
+            sys.executable,
+            "-c",
+            "import importlib\n"
+            "from pathlib import Path\n"
+            "cli = importlib.import_module('tests.rust-python-harness.cli')\n"
+            "models = importlib.import_module('tests.rust-python-harness.shared.reporting.models')\n"
+            f"case = models.HarnessCase(strategy_id={strategy_id!r}, strategy_label='Example', "
+            "sdk_function='ocr', coverage=models.Coverage.COMPLETE, "
+            "selectors=('manual_suite/relative-tests/',))\n"
+            f"code, run = cli._resolve_runner({strategy_id!r})((case,), Path.cwd(), lambda _: None)\n"
+            "assert code == 0, code\n"
+            "assert next(iter(run.results.values())).passed == 1\n",
+        ),
+        cwd=tmp_path,
+        env={
+            **os.environ,
+            "PYTHONPATH": os.pathsep.join((str(tmp_path), str(Path(__file__).resolve().parents[1]))),
+            "PYTEST_DISABLE_PLUGIN_AUTOLOAD": "1",
+        },
+        capture_output=True,
+        text=True,
+        timeout=30,
+        check=False,
+    )
+
+    assert result.returncode == 0, result.stdout + result.stderr
+
+
+def test_should_finalize_a_fully_passing_case() -> None:
+    result = CaseResult(case=_case(selectors=("tests/test_parity.py",)))
+    result.set_initial_status()
+    result.collected.update({"one", "two"})
+    result.completed.update({"one", "two"})
+    result.passed = 2
+
+    result.finalize()
+
+    assert result.status is RunStatus.PASSED
+
+
+def test_should_replace_a_pass_with_a_teardown_error() -> None:
+    result = CaseResult(case=_case(selectors=("tests/test_parity.py",)))
+    result.set_initial_status()
+    result.collected.add("one")
+
+    result.record("one", RunStatus.PASSED, 0.1)
+    result.record("one", RunStatus.ERROR, 0.2)
+
+    assert result.status is RunStatus.ERROR
+    assert result.passed == 0
+    assert result.errors == 1
+    assert result.duration == pytest.approx(0.3)
+
+
+def test_should_filter_the_catalog_by_strategy_and_sdk_function() -> None:
+    strategies = load_catalog()
+
+    cases = _select(strategies, {"e2e_parity"}, {"messages"})
+
+    assert len(cases) == 1
+    assert cases[0].key == "e2e_parity:messages"
+
+
+def test_should_reject_an_unknown_strategy() -> None:
+    with pytest.raises(ValueError, match="Unknown strategy"):
+        _select(load_catalog(), {"not-real"}, set())
+
+
+def test_should_pick_multiple_interactive_filters() -> None:
+    answers = iter(["nope", "1, 3"])
+
+    selected = _pick_values(
+        "Examples",
+        (("one", "One"), ("two", "Two"), ("three", "Three")),
+        input_fn=lambda _: next(answers),
+    )
+
+    assert selected == {"one", "three"}
+
+
+def test_should_format_developer_facing_run_context() -> None:
+    run = HarnessRun.from_cases((_case(selectors=("tests/test_parity.py",)),))
+    result = next(iter(run.results.values()))
+    result.collected.add("tests/test_parity.py::test_one")
+    result.record("tests/test_parity.py::test_one", RunStatus.PASSED, 1.25)
+
+    assert _summary(run) == (1, 0, 0, 0)
+    assert _format_duration(1.25) == "1.2s"
+    assert _rerun_command("tests/test_parity.py::test_one") == (
+        "poetry run pytest tests/test_parity.py::test_one -q -o consider_namespace_packages=true"
+    )
+    assert _rerun_command("tests/test_parity.py::test_one[value with spaces]") == (
+        "poetry run pytest 'tests/test_parity.py::test_one[value with spaces]' -q -o consider_namespace_packages=true"
+    )
+
+
+def test_should_build_python_coverage_reports_below_the_target_directory(
+    tmp_path: Path,
+) -> None:
+    args = _coverage_pytest_args(tmp_path)
+
+    assert tmp_path.is_dir()
+    assert "--cov=litellm" in args
+    assert "--cov-context=test" in args
+    assert f"--cov-report=json:{tmp_path / 'python.json'}" in args
+    assert f"--cov-report=xml:{tmp_path / 'python.xml'}" in args
+    assert f"--cov-report=html:{tmp_path / 'python-html'}" in args
+
+
+def test_should_report_confidence_for_each_sdk_section() -> None:
+    strategies = load_catalog()
+    cases = tuple(case for strategy in strategies for case in strategy.cases)
+    run = HarnessRun.from_cases(cases)
+    passing = run.results["e2e_parity:responses"]
+    passing.collected.add("tests/test_parity.py::test_one")
+    passing.record("tests/test_parity.py::test_one", RunStatus.PASSED)
+
+    scores = {
+        score.sdk_function: score for score in section_confidence(run, strategies)
+    }
+
+    assert scores["responses"].verified_strategies == 1
+    assert scores["responses"].required_strategies == 4
+    assert scores["responses"].percentage == 25
+    assert scores["responses"].level.value == "MEDIUM"
+    assert scores["count_tokens"].percentage == 0
+    assert scores["count_tokens"].level.value == "LOW"
+
+
+
+def test_should_report_no_ledger_for_a_function_without_one() -> None:
+    report = build_function_report("messages", repo_root=REPO_ROOT)
+
+    assert report.has_ledger is False
+    assert report.is_clean is True
+
+
+def test_should_report_ocr_ledger_stats_and_a_clean_audit() -> None:
+    ledger = load_ledger(ledger_path_for("ocr"))
+
+    report = build_function_report("ocr", repo_root=REPO_ROOT)
+
+    assert report.has_ledger is True
+    assert report.ledger.mapped_count == ledger.mapped_count
+    assert report.ledger.total_count == ledger.total_count
+    assert report.is_clean is True
+
+
+def test_should_scope_validate_ledger_to_the_requested_function(
+    capsys: pytest.CaptureFixture[str],
+) -> None:
+    exit_code = _validate_ledger({"messages"})
+
+    captured = capsys.readouterr()
+    assert exit_code == 0
+    assert "messages" in captured.out
+    assert "no ledger yet" in captured.out
+    assert "ocr" not in captured.out
+
+
+@pytest.mark.parametrize("strategy_id", (None, "e2e_parity", "trace_parity", "unit_tests", "existing_e2e_test_sdk"))
+def test_should_validate_chat_completions_ledger_from_each_runner(
+    strategy_id: str | None, capsys: pytest.CaptureFixture[str]
+) -> None:
+    exit_code: Final = cli.main(
+        ("--validate-ledger", "--function", "chat_completions"), strategy_id=strategy_id
+    )
+
+    captured: Final = capsys.readouterr()
+    assert exit_code == 0
+    assert "chat_completions" in captured.out
+    assert "no ledger yet" in captured.out
+    assert "ocr" not in captured.out
+
+
+def test_should_have_every_python_and_rust_ocr_test_accounted_for_in_the_ledger() -> None:
+    ledger = load_ledger(ledger_path_for("ocr"))
+
+    report = audit_ledger(ledger, repo_root=REPO_ROOT)
+
+    assert report.is_clean, (
+        "\nOCR test-parity ledger is out of sync with the live test files.\n"
+        f"Ledger references a Python test that no longer exists: {list(report.missing_python_tests)}\n"
+        f"Python test exists but is not tracked in the ledger: {list(report.stale_python_tests)}\n"
+        f"Ledger references a Rust test that no longer exists: {list(report.missing_rust_tests)}\n"
+        f"Rust test exists but is not tracked in the ledger: {list(report.stale_rust_tests)}\n"
+    )
diff --git a/tests/vector_store_tests/test_azure_ai_vector_store.py b/tests/vector_store_tests/test_azure_ai_vector_store.py
index 58e45f259ab..d1fc8436fc9 100644
--- a/tests/vector_store_tests/test_azure_ai_vector_store.py
+++ b/tests/vector_store_tests/test_azure_ai_vector_store.py
@@ -1,10 +1,19 @@
-import pytest
-import litellm
 import json
 import os
+from unittest.mock import MagicMock
+
+import httpx
+import pytest
+import respx
+
+import litellm
+from litellm.llms.azure_ai.vector_stores.transformation import AzureAIVectorStoreConfig
+from litellm.types.utils import EmbeddingResponse
+from litellm.vector_stores import (
+    asearch as vector_store_asearch,
+)
 from litellm.vector_stores import (
     search as vector_store_search,
-    asearch as vector_store_asearch,
 )
 
 
@@ -30,10 +39,108 @@ async def test_basic_search_vector_store(sync_mode):
         if sync_mode:
             response = vector_store_search(query=default_query, **base_request_args)
         else:
-            response = await vector_store_asearch(
-                query=default_query, **base_request_args
-            )
+            response = await vector_store_asearch(query=default_query, **base_request_args)
     except litellm.InternalServerError:
         pytest.skip("Skipping test due to litellm.InternalServerError")
 
     print("litellm response=", json.dumps(response, indent=4, default=str))
+
+
+class RecordingEmbeddingExecutor:
+    def __init__(self, response):
+        self.response = response
+        self.calls = []
+
+    def embed(self, model, query, configuration):
+        self.calls.append((model, query, dict(configuration)))
+        return self.response
+
+    async def aembed(self, model, query, configuration):
+        self.calls.append((model, query, dict(configuration)))
+        return self.response
+
+
+ALIAS_QUERY_VECTOR = [0.5, -0.25, 0.125]
+ALIAS_EMBEDDING_RESPONSE = EmbeddingResponse(
+    data=[{"embedding": ALIAS_QUERY_VECTOR, "index": 0, "object": "embedding"}]
+)
+STORE_EMBEDDINGS_URL = "https://embedding.example/v1/embeddings"
+
+
+def _transform_kwargs(executor):
+    logging_obj = MagicMock()
+    logging_obj.model_call_details = {}
+    return {
+        "vector_store_id": "my-vector-index",
+        "query": "what is azure search?",
+        "vector_store_search_optional_params": {"top_k": 2},
+        "api_base": "https://azure-kb-search.search.windows.net",
+        "litellm_logging_obj": logging_obj,
+        "litellm_params": {
+            "litellm_embedding_model": "multilingual-e5-large",
+            "azure_search_vector_field": "embedding",
+        },
+        "embedding_executor": executor,
+    }
+
+
+@pytest.mark.asyncio
+async def test_transform_uses_injected_executor_without_embedding_config(respx_mock: respx.MockRouter):
+    executor = RecordingEmbeddingExecutor(ALIAS_EMBEDDING_RESPONSE)
+    config = AzureAIVectorStoreConfig()
+    transform_kwargs = _transform_kwargs(executor)
+
+    url, sync_body = config.transform_search_vector_store_request(**transform_kwargs)
+    _, async_body = await config.atransform_search_vector_store_request(**transform_kwargs)
+
+    assert respx_mock.calls.call_count == 0
+    assert executor.calls == [("multilingual-e5-large", "what is azure search?", {})] * 2
+    assert (
+        url == "https://azure-kb-search.search.windows.net/indexes/my-vector-index/docs/search?api-version=2024-07-01"
+    )
+    assert sync_body == async_body
+    assert sync_body["vectorQueries"] == [
+        {"vector": ALIAS_QUERY_VECTOR, "fields": "embedding", "kind": "vector", "k": 2}
+    ]
+    assert sync_body["top"] == 2
+    logging_details = transform_kwargs["litellm_logging_obj"].model_call_details
+    assert logging_details["embedding_model"] == "multilingual-e5-large"
+    assert logging_details["top_k"] == 2
+
+
+def test_transform_falls_back_to_sdk_embedding_without_executor(
+    respx_mock: respx.MockRouter, monkeypatch: pytest.MonkeyPatch
+):
+    monkeypatch.delenv("OPENAI_API_KEY", raising=False)
+    embedding_route = respx_mock.post(STORE_EMBEDDINGS_URL).mock(
+        return_value=httpx.Response(
+            200,
+            json={
+                "object": "list",
+                "data": [{"object": "embedding", "index": 0, "embedding": ALIAS_QUERY_VECTOR}],
+                "model": "text-embedding-3-small",
+                "usage": {"prompt_tokens": 2, "total_tokens": 2},
+            },
+        )
+    )
+    transform_kwargs = _transform_kwargs(None)
+    transform_kwargs["litellm_params"] = {
+        "litellm_embedding_model": "openai/text-embedding-3-small",
+        "litellm_embedding_config": {"api_base": "https://embedding.example/v1", "api_key": "store-key"},
+    }
+
+    _, body = AzureAIVectorStoreConfig().transform_search_vector_store_request(**transform_kwargs)
+
+    embedding_request = embedding_route.calls.last.request
+    assert embedding_request.headers["authorization"] == "Bearer store-key"
+    assert json.loads(embedding_request.read())["input"] == ["what is azure search?"]
+    assert body["vectorQueries"][0]["vector"] == ALIAS_QUERY_VECTOR
+    assert body["vectorQueries"][0]["fields"] == "contentVector"
+
+
+def test_transform_requires_embedding_model():
+    transform_kwargs = _transform_kwargs(RecordingEmbeddingExecutor(ALIAS_EMBEDDING_RESPONSE))
+    transform_kwargs["litellm_params"] = {"litellm_embedding_config": {"api_key": "store-key"}}
+
+    with pytest.raises(ValueError, match="litellm_embedding_model is required"):
+        AzureAIVectorStoreConfig().transform_search_vector_store_request(**transform_kwargs)
diff --git a/tests/vector_store_tests/test_milvus_vector_store.py b/tests/vector_store_tests/test_milvus_vector_store.py
index 6627f6006d1..2ba9168b49f 100644
--- a/tests/vector_store_tests/test_milvus_vector_store.py
+++ b/tests/vector_store_tests/test_milvus_vector_store.py
@@ -3,16 +3,19 @@ Tests for Milvus Vector Store
 """
 
 import json
-import os
 from unittest.mock import AsyncMock, MagicMock, patch
 
+import httpx
 import pytest
+import respx
 
 import litellm
+from litellm import Router
+from litellm.llms.milvus.vector_stores.transformation import MilvusVectorStoreConfig
+from litellm.types.utils import EmbeddingResponse
 from litellm.vector_stores import asearch as vector_store_asearch
 from litellm.vector_stores import search as vector_store_search
 
-
 # Mock response from actual Milvus API
 MOCK_MILVUS_SEARCH_RESPONSE = {
     "code": 0,
@@ -98,7 +101,7 @@ class TestMilvusVectorStore:
         mock_response.json.return_value = MOCK_MILVUS_SEARCH_RESPONSE
         mock_response.text = json.dumps(MOCK_MILVUS_SEARCH_RESPONSE)
 
-        with patch("litellm.embedding") as mock_embedding:
+        with patch("litellm.aembedding", new_callable=AsyncMock) as mock_embedding:
             mock_embedding.return_value = MOCK_EMBEDDING_RESPONSE
 
             with patch(
@@ -147,16 +150,10 @@ class TestMilvusVectorStore:
                 else:
                     # Fallback: check for json kwarg or in args
                     request_data = call_args.kwargs.get("json")
-                    if (
-                        request_data is None
-                        and len(call_args.args) > 0
-                        and isinstance(call_args.args[0], dict)
-                    ):
+                    if request_data is None and len(call_args.args) > 0 and isinstance(call_args.args[0], dict):
                         request_data = call_args.args[0]
 
-                assert (
-                    request_data is not None
-                ), f"Could not extract request data. Call args: {call_args}"
+                assert request_data is not None, f"Could not extract request data. Call args: {call_args}"
                 print("Request data:", json.dumps(request_data, indent=2, default=str))
 
                 # Validate request structure
@@ -213,9 +210,7 @@ class TestMilvusVectorStore:
         with patch("litellm.embedding") as mock_embedding:
             mock_embedding.return_value = MOCK_EMBEDDING_RESPONSE
 
-            with patch(
-                "litellm.llms.custom_httpx.http_handler.HTTPHandler.post"
-            ) as mock_post:
+            with patch("litellm.llms.custom_httpx.http_handler.HTTPHandler.post") as mock_post:
                 mock_post.return_value = mock_response
 
                 # Make the search request
@@ -252,16 +247,10 @@ class TestMilvusVectorStore:
                 else:
                     # Fallback: check for json kwarg or in args
                     request_data = call_args.kwargs.get("json")
-                    if (
-                        request_data is None
-                        and len(call_args.args) > 0
-                        and isinstance(call_args.args[0], dict)
-                    ):
+                    if request_data is None and len(call_args.args) > 0 and isinstance(call_args.args[0], dict):
                         request_data = call_args.args[0]
 
-                assert (
-                    request_data is not None
-                ), f"Could not extract request data. Call args: {call_args}"
+                assert request_data is not None, f"Could not extract request data. Call args: {call_args}"
 
                 # Validate request structure
                 assert "collectionName" in request_data
@@ -316,11 +305,7 @@ class TestMilvusVectorStore:
         if request_data_str:
             return json.loads(request_data_str)
         request_data = call_args.kwargs.get("json")
-        if (
-            request_data is None
-            and len(call_args.args) > 0
-            and isinstance(call_args.args[0], dict)
-        ):
+        if request_data is None and len(call_args.args) > 0 and isinstance(call_args.args[0], dict):
             request_data = call_args.args[0]
         return request_data
 
@@ -334,9 +319,7 @@ class TestMilvusVectorStore:
         with patch("litellm.embedding") as mock_embedding:
             mock_embedding.return_value = MOCK_EMBEDDING_RESPONSE
 
-            with patch(
-                "litellm.llms.custom_httpx.http_handler.HTTPHandler.post"
-            ) as mock_post:
+            with patch("litellm.llms.custom_httpx.http_handler.HTTPHandler.post") as mock_post:
                 mock_post.return_value = mock_response
 
                 vector_store_search(
@@ -375,9 +358,7 @@ class TestMilvusVectorStore:
         with patch("litellm.embedding") as mock_embedding:
             mock_embedding.return_value = MOCK_EMBEDDING_RESPONSE
 
-            with patch(
-                "litellm.llms.custom_httpx.http_handler.HTTPHandler.post"
-            ) as mock_post:
+            with patch("litellm.llms.custom_httpx.http_handler.HTTPHandler.post") as mock_post:
                 mock_post.return_value = mock_response
 
                 vector_store_search(
@@ -413,9 +394,7 @@ class TestMilvusVectorStore:
         with patch("litellm.embedding") as mock_embedding:
             mock_embedding.return_value = MOCK_EMBEDDING_RESPONSE
 
-            with patch(
-                "litellm.llms.custom_httpx.http_handler.HTTPHandler.post"
-            ) as mock_post:
+            with patch("litellm.llms.custom_httpx.http_handler.HTTPHandler.post") as mock_post:
                 mock_post.return_value = mock_response
 
                 vector_store_search(
@@ -492,3 +471,247 @@ if __name__ == "__main__":
     test.test_basic_search_with_mock_sync()
 
     print("\n✅ All mock tests passed!")
+
+
+class RecordingEmbeddingExecutor:
+    def __init__(self, response):
+        self.response = response
+        self.calls = []
+
+    def embed(self, model, query, configuration):
+        self.calls.append((model, query, dict(configuration)))
+        return self.response
+
+    async def aembed(self, model, query, configuration):
+        self.calls.append((model, query, dict(configuration)))
+        return self.response
+
+
+ALIAS_QUERY_VECTOR = [0.5, -0.25, 0.125]
+ALIAS_EMBEDDING_RESPONSE = EmbeddingResponse(
+    data=[{"embedding": ALIAS_QUERY_VECTOR, "index": 0, "object": "embedding"}]
+)
+OPENAI_EMBEDDINGS_URL = "https://api.openai.com/v1/embeddings"
+MILVUS_SEARCH_URL = "https://milvus.example/v2/vectordb/entities/search"
+ALIAS_SEARCH_KWARGS = {
+    "query": "what is machine learning?",
+    "vector_store_id": "book_2",
+    "custom_llm_provider": "milvus",
+    "api_base": "https://milvus.example",
+    "api_key": "mock_milvus_api_key",
+    "litellm_embedding_model": "multilingual-e5-large",
+    "milvus_text_field": "book_intro_text",
+}
+
+
+def _alias_router():
+    return Router(
+        model_list=[
+            {
+                "model_name": "multilingual-e5-large",
+                "litellm_params": {
+                    "model": "openai/text-embedding-3-small",
+                    "api_key": "deployment-key",
+                },
+            }
+        ]
+    )
+
+
+def _mock_embedding_route(respx_mock: respx.MockRouter) -> respx.Route:
+    return respx_mock.post(OPENAI_EMBEDDINGS_URL).mock(
+        return_value=httpx.Response(
+            200,
+            json={
+                "object": "list",
+                "data": [{"object": "embedding", "index": 0, "embedding": ALIAS_QUERY_VECTOR}],
+                "model": "text-embedding-3-small",
+                "usage": {"prompt_tokens": 2, "total_tokens": 2},
+            },
+        )
+    )
+
+
+def _mock_search_route(respx_mock: respx.MockRouter) -> respx.Route:
+    return respx_mock.post(MILVUS_SEARCH_URL).mock(return_value=httpx.Response(200, json=MOCK_MILVUS_SEARCH_RESPONSE))
+
+
+def _assert_alias_resolved(embedding_route: respx.Route, search_route: respx.Route, response):
+    embedding_request = embedding_route.calls.last.request
+    assert embedding_request.headers["authorization"] == "Bearer deployment-key"
+    embedding_body = json.loads(embedding_request.read())
+    assert embedding_body["model"] == "text-embedding-3-small"
+    assert embedding_body["input"] == ["what is machine learning?"]
+    search_request = search_route.calls.last.request
+    assert search_request.headers["authorization"] == "Bearer mock_milvus_api_key"
+    assert json.loads(search_request.read())["data"] == [ALIAS_QUERY_VECTOR]
+    assert len(response["data"]) == len(MOCK_MILVUS_SEARCH_RESPONSE["data"])
+    assert response["data"][0]["content"][0]["text"] == MOCK_MILVUS_SEARCH_RESPONSE["data"][0]["book_intro_text"]
+
+
+def test_router_search_resolves_bare_embedding_alias_sync(
+    respx_mock: respx.MockRouter, monkeypatch: pytest.MonkeyPatch
+):
+    monkeypatch.delenv("OPENAI_API_KEY", raising=False)
+    embedding_route = _mock_embedding_route(respx_mock)
+    search_route = _mock_search_route(respx_mock)
+
+    response = _alias_router().vector_store_search(**ALIAS_SEARCH_KWARGS)
+
+    _assert_alias_resolved(embedding_route, search_route, response)
+
+
+@pytest.mark.asyncio
+async def test_router_search_resolves_bare_embedding_alias_async(
+    respx_mock: respx.MockRouter, monkeypatch: pytest.MonkeyPatch
+):
+    monkeypatch.setattr(litellm, "disable_aiohttp_transport", True)
+    monkeypatch.delenv("OPENAI_API_KEY", raising=False)
+    embedding_route = _mock_embedding_route(respx_mock)
+    search_route = _mock_search_route(respx_mock)
+
+    response = await _alias_router().avector_store_search(**ALIAS_SEARCH_KWARGS)
+
+    _assert_alias_resolved(embedding_route, search_route, response)
+
+
+def test_sdk_search_with_router_kwarg_resolves_bare_embedding_alias_sync(
+    respx_mock: respx.MockRouter, monkeypatch: pytest.MonkeyPatch
+):
+    monkeypatch.delenv("OPENAI_API_KEY", raising=False)
+    embedding_route = _mock_embedding_route(respx_mock)
+    search_route = _mock_search_route(respx_mock)
+
+    response = litellm.vector_stores.search(router=_alias_router(), **ALIAS_SEARCH_KWARGS)
+
+    _assert_alias_resolved(embedding_route, search_route, response)
+
+
+@pytest.mark.asyncio
+async def test_sdk_search_with_router_kwarg_resolves_bare_embedding_alias_async(
+    respx_mock: respx.MockRouter, monkeypatch: pytest.MonkeyPatch
+):
+    monkeypatch.setattr(litellm, "disable_aiohttp_transport", True)
+    monkeypatch.delenv("OPENAI_API_KEY", raising=False)
+    embedding_route = _mock_embedding_route(respx_mock)
+    search_route = _mock_search_route(respx_mock)
+
+    response = await litellm.vector_stores.asearch(router=_alias_router(), **ALIAS_SEARCH_KWARGS)
+
+    _assert_alias_resolved(embedding_route, search_route, response)
+
+
+def _team_alias_router():
+    return Router(
+        model_list=[
+            {
+                "model_name": "team-a-embedder",
+                "litellm_params": {
+                    "model": "openai/text-embedding-3-small",
+                    "api_key": "deployment-key",
+                },
+                "model_info": {"team_id": "team-a", "team_public_model_name": "multilingual-e5-large"},
+            }
+        ]
+    )
+
+
+@pytest.mark.asyncio
+async def test_sdk_search_with_router_kwarg_resolves_team_alias_from_request_metadata(
+    respx_mock: respx.MockRouter, monkeypatch: pytest.MonkeyPatch
+):
+    monkeypatch.setattr(litellm, "disable_aiohttp_transport", True)
+    monkeypatch.delenv("OPENAI_API_KEY", raising=False)
+    embedding_route = _mock_embedding_route(respx_mock)
+    search_route = _mock_search_route(respx_mock)
+
+    response = await litellm.vector_stores.asearch(
+        router=_team_alias_router(), metadata={"user_api_key_team_id": "team-a"}, **ALIAS_SEARCH_KWARGS
+    )
+
+    _assert_alias_resolved(embedding_route, search_route, response)
+
+
+@pytest.mark.asyncio
+async def test_sdk_search_with_router_kwarg_rejects_team_alias_without_team_metadata(
+    respx_mock: respx.MockRouter, monkeypatch: pytest.MonkeyPatch
+):
+    monkeypatch.setattr(litellm, "disable_aiohttp_transport", True)
+    monkeypatch.delenv("OPENAI_API_KEY", raising=False)
+    embedding_route = _mock_embedding_route(respx_mock)
+    _mock_search_route(respx_mock)
+
+    with pytest.raises(litellm.APIConnectionError):
+        await litellm.vector_stores.asearch(router=_team_alias_router(), **ALIAS_SEARCH_KWARGS)
+
+    assert embedding_route.call_count == 0
+
+
+@pytest.mark.asyncio
+async def test_transform_uses_injected_executor_without_embedding_config(respx_mock: respx.MockRouter):
+    executor = RecordingEmbeddingExecutor(ALIAS_EMBEDDING_RESPONSE)
+    config = MilvusVectorStoreConfig()
+    logging_obj = MagicMock()
+    logging_obj.model_call_details = {}
+    transform_kwargs = {
+        "vector_store_id": "book_2",
+        "query": ["what is", "milvus?"],
+        "vector_store_search_optional_params": {"limit": 3},
+        "api_base": "https://milvus.example",
+        "litellm_logging_obj": logging_obj,
+        "litellm_params": {"litellm_embedding_model": "multilingual-e5-large", "milvus_db_name": "docs"},
+        "embedding_executor": executor,
+    }
+
+    url, sync_body = config.transform_search_vector_store_request(**transform_kwargs)
+    _, async_body = await config.atransform_search_vector_store_request(**transform_kwargs)
+
+    assert respx_mock.calls.call_count == 0
+    assert executor.calls == [("multilingual-e5-large", "what is milvus?", {})] * 2
+    assert url == MILVUS_SEARCH_URL
+    assert sync_body == async_body
+    assert sync_body == {
+        "collectionName": "book_2",
+        "data": [ALIAS_QUERY_VECTOR],
+        "annsField": "book_intro_vector",
+        "limit": 3,
+        "dbName": "docs",
+    }
+    assert logging_obj.model_call_details["input"] == "what is milvus?"
+    assert logging_obj.model_call_details["embedding_model"] == "multilingual-e5-large"
+
+
+def test_transform_falls_back_to_sdk_embedding_without_executor_or_config(
+    respx_mock: respx.MockRouter, monkeypatch: pytest.MonkeyPatch
+):
+    monkeypatch.setenv("OPENAI_API_KEY", "env-key")
+    embedding_route = _mock_embedding_route(respx_mock)
+    logging_obj = MagicMock()
+    logging_obj.model_call_details = {}
+
+    _, body = MilvusVectorStoreConfig().transform_search_vector_store_request(
+        vector_store_id="book_2",
+        query="q",
+        vector_store_search_optional_params={},
+        api_base="https://milvus.example",
+        litellm_logging_obj=logging_obj,
+        litellm_params={"litellm_embedding_model": "openai/text-embedding-3-small"},
+    )
+
+    embedding_request = embedding_route.calls.last.request
+    assert embedding_request.headers["authorization"] == "Bearer env-key"
+    assert json.loads(embedding_request.read())["input"] == ["q"]
+    assert body["data"] == [ALIAS_QUERY_VECTOR]
+
+
+def test_transform_requires_embedding_model():
+    with pytest.raises(ValueError, match="litellm_embedding_model is required"):
+        MilvusVectorStoreConfig().transform_search_vector_store_request(
+            vector_store_id="book_2",
+            query="q",
+            vector_store_search_optional_params={},
+            api_base="https://milvus.example",
+            litellm_logging_obj=MagicMock(),
+            litellm_params={"litellm_embedding_config": {"api_key": "store-key"}},
+            embedding_executor=RecordingEmbeddingExecutor(ALIAS_EMBEDDING_RESPONSE),
+        )
diff --git a/type-discipline-budget.json b/type-discipline-budget.json
index 3d2e97d55a5..cbcb5dca443 100644
--- a/type-discipline-budget.json
+++ b/type-discipline-budget.json
@@ -1,12 +1,12 @@
 {
   "LIT001": {
-    "limit": 22367
+    "limit": 22328
   },
   "LIT002": {
-    "limit": 26777
+    "limit": 26763
   },
   "LIT003": {
-    "limit": 269
+    "limit": 261
   },
   "LIT004": {
     "limit": 40
@@ -15,7 +15,7 @@
     "limit": 0
   },
   "LIT006": {
-    "limit": 1039
+    "limit": 1038
   },
   "LIT007": {
     "limit": 0
@@ -27,12 +27,12 @@
     "limit": 0
   },
   "LIT010": {
-    "limit": 16507
+    "limit": 16477
   },
   "LIT011": {
-    "limit": 5535
+    "limit": 5519
   },
   "LIT012": {
-    "limit": 4495
+    "limit": 4489
   }
 }
diff --git a/ui/Dockerfile b/ui/Dockerfile
index 24140093270..f14b631685a 100644
--- a/ui/Dockerfile
+++ b/ui/Dockerfile
@@ -3,7 +3,7 @@
 # UI container — Next.js static export served by nginx.
 
 ARG UI_BUILD_IMAGE=node:24.19-alpine3.24@sha256:d32cdf619f63fe0471182d08996dd516c6275bb5fd31ae06e55a570bd9e1ad43
-ARG NGINX_VERSION=1.31-alpine
+ARG NGINX_VERSION=1.31.5-alpine3.24@sha256:34f40471dea485273c5e2a04dd5e97a682332ceb4a9adecd67de450dcb2fb390
 
 # ---------- builder ----------
 FROM ${UI_BUILD_IMAGE} AS builder
diff --git a/ui/litellm-dashboard/eslint-budgets.json b/ui/litellm-dashboard/eslint-budgets.json
index e8207d179bd..3f9163d9028 100644
--- a/ui/litellm-dashboard/eslint-budgets.json
+++ b/ui/litellm-dashboard/eslint-budgets.json
@@ -3,7 +3,7 @@
   "no-console": { "max": 12, "target": 0 },
   "complexity": { "max": 140, "target": 80 },
   "max-depth": { "max": 70, "target": 30 },
-  "local/no-large-inline-object-arg": { "max": 559, "target": 300 },
+  "local/no-large-inline-object-arg": { "max": 555, "target": 300 },
   "local/no-long-condition-chain": { "max": 265, "target": 120 },
   "testing-library/no-container": { "max": 133, "target": 50 },
   "testing-library/no-node-access": { "max": 716, "target": 500 },
diff --git a/ui/litellm-dashboard/eslint-suppressions.json b/ui/litellm-dashboard/eslint-suppressions.json
index 7de7373b20b..7d7066addcf 100644
--- a/ui/litellm-dashboard/eslint-suppressions.json
+++ b/ui/litellm-dashboard/eslint-suppressions.json
@@ -1399,9 +1399,6 @@
     },
     "prefer-const": {
       "count": 2
-    },
-    "react-hooks/set-state-in-effect": {
-      "count": 1
     }
   },
   "src/components/TeamsPage/teamTableColumns.tsx": {
diff --git a/ui/litellm-dashboard/src/app/(dashboard)/agents/_components/agent_info.integration.test.tsx b/ui/litellm-dashboard/src/app/(dashboard)/agents/_components/agent_info.integration.test.tsx
index 79bd2f6a21b..de1eb153f6f 100644
--- a/ui/litellm-dashboard/src/app/(dashboard)/agents/_components/agent_info.integration.test.tsx
+++ b/ui/litellm-dashboard/src/app/(dashboard)/agents/_components/agent_info.integration.test.tsx
@@ -75,6 +75,40 @@ const langgraphInfo: AgentCreateInfo = {
   ],
 };
 
+const FULL_RUNTIME_ARN = "arn:aws:bedrock-agentcore:eu-central-1:123456789012:runtime/hosted_agent_4vm3i-BaTdfOELAs";
+
+const BEDROCK_AGENTCORE_AGENT = {
+  agent_id: "agent-3",
+  agent_name: "bedrock-agent",
+  agent_card_params: { name: "bedrock-agent", description: "agentcore agent", url: "", version: "1.0.0", skills: [] },
+  litellm_params: {
+    custom_llm_provider: "bedrock",
+    model: `bedrock/agentcore/${FULL_RUNTIME_ARN}`,
+  },
+};
+
+const bedrockAgentcoreInfo: AgentCreateInfo = {
+  agent_type: "bedrock_agentcore",
+  agent_type_display_name: "Bedrock AgentCore",
+  description: "Bedrock AgentCore runtimes",
+  logo_url: "/b.png",
+  use_a2a_form_fields: false,
+  litellm_params_template: { custom_llm_provider: "bedrock" },
+  model_template: "bedrock/agentcore/{agent_runtime_arn}",
+  credential_fields: [
+    {
+      key: "agent_runtime_arn",
+      label: "Agent Runtime ARN",
+      field_type: "text",
+      required: true,
+      include_in_litellm_params: false,
+      validation_pattern: "^arn:aws[a-zA-Z0-9-]*:bedrock-agentcore:[a-z0-9-]+:[0-9]{12}:runtime/.+$",
+      validation_message:
+        'Enter the complete Bedrock AgentCore runtime ARN, including the runtime ID after "runtime/".',
+    },
+  ],
+};
+
 const setup = () => userEvent.setup({ pointerEventsCheck: PointerEventsCheckLevel.Never });
 
 const renderView = () => render(<AgentInfoView agentId="agent-1" onClose={vi.fn()} accessToken="tok" isAdmin={true} />);
@@ -247,6 +281,69 @@ describe("AgentInfoView update payload", () => {
     });
   });
 
+  it("preserves the full AgentCore runtime ARN (including the resource id after runtime/) across an unedited save", async () => {
+    vi.mocked(networking.getAgentCreateMetadata).mockResolvedValue([bedrockAgentcoreInfo]);
+    vi.mocked(networking.getAgentInfo).mockResolvedValue(BEDROCK_AGENTCORE_AGENT as never);
+    const user = setup();
+    renderView();
+    await openEditor(user);
+
+    expect(await screen.findByLabelText("Agent Runtime ARN")).toHaveValue(FULL_RUNTIME_ARN);
+
+    await save(user);
+
+    expect((patchedPayload().litellm_params as Record<string, unknown>).model).toBe(
+      `bedrock/agentcore/${FULL_RUNTIME_ARN}`,
+    );
+  });
+
+  it("blocks the save and shows a validation error when the Agent Runtime ARN is truncated", async () => {
+    vi.mocked(networking.getAgentCreateMetadata).mockResolvedValue([bedrockAgentcoreInfo]);
+    vi.mocked(networking.getAgentInfo).mockResolvedValue(BEDROCK_AGENTCORE_AGENT as never);
+    const user = setup();
+    renderView();
+    await openEditor(user);
+
+    const arnField = await screen.findByLabelText("Agent Runtime ARN");
+    await user.clear(arnField);
+    fireEvent.change(arnField, {
+      target: { value: "arn:aws:bedrock-agentcore:eu-central-1:123456789012:runtime" },
+    });
+    await user.click(screen.getByRole("button", { name: "Save Changes" }));
+
+    expect(
+      await screen.findByText(
+        'Enter the complete Bedrock AgentCore runtime ARN, including the runtime ID after "runtime/".',
+      ),
+    ).toBeInTheDocument();
+    expect(networking.patchAgentCall).not.toHaveBeenCalled();
+  });
+
+  it("renders and saves normally when a field's validation_pattern is not a valid regex", async () => {
+    const infoWithBadPattern: AgentCreateInfo = {
+      ...bedrockAgentcoreInfo,
+      credential_fields: [
+        {
+          ...bedrockAgentcoreInfo.credential_fields[0],
+          validation_pattern: "(unterminated",
+        },
+      ],
+    };
+    vi.mocked(networking.getAgentCreateMetadata).mockResolvedValue([infoWithBadPattern]);
+    vi.mocked(networking.getAgentInfo).mockResolvedValue(BEDROCK_AGENTCORE_AGENT as never);
+    const user = setup();
+    renderView();
+    await openEditor(user);
+
+    expect(await screen.findByLabelText("Agent Runtime ARN")).toHaveValue(FULL_RUNTIME_ARN);
+
+    await save(user);
+
+    expect((patchedPayload().litellm_params as Record<string, unknown>).model).toBe(
+      `bedrock/agentcore/${FULL_RUNTIME_ARN}`,
+    );
+  });
+
   it("reloads the agent and leaves edit mode when the edit is cancelled", async () => {
     const user = setup();
     renderView();
diff --git a/ui/litellm-dashboard/src/app/(dashboard)/agents/_components/agent_type_utils.test.ts b/ui/litellm-dashboard/src/app/(dashboard)/agents/_components/agent_type_utils.test.ts
new file mode 100644
index 00000000000..0c2d2500776
--- /dev/null
+++ b/ui/litellm-dashboard/src/app/(dashboard)/agents/_components/agent_type_utils.test.ts
@@ -0,0 +1,73 @@
+import { describe, it, expect } from "vitest";
+import { detectAgentType, extractModelTemplateValues, parseDynamicAgentForForm } from "./agent_type_utils";
+import type { AgentCreateInfo } from "@/components/networking";
+import type { Agent } from "@/components/agents/types";
+
+const FULL_RUNTIME_ARN = "arn:aws:bedrock-agentcore:eu-central-1:123456789012:runtime/hosted_agent_4vm3i-BaTdfOELAs";
+
+const bedrockAgentcoreInfo: AgentCreateInfo = {
+  agent_type: "bedrock_agentcore",
+  agent_type_display_name: "Bedrock AgentCore",
+  model_template: "bedrock/agentcore/{agent_runtime_arn}",
+  credential_fields: [
+    {
+      key: "agent_runtime_arn",
+      label: "Agent Runtime ARN",
+      required: true,
+      include_in_litellm_params: false,
+    },
+  ],
+};
+
+describe("extractModelTemplateValues", () => {
+  it("recovers a placeholder value that itself contains '/' (an AWS ARN resource path)", () => {
+    const values = extractModelTemplateValues(
+      "bedrock/agentcore/{agent_runtime_arn}",
+      `bedrock/agentcore/${FULL_RUNTIME_ARN}`,
+    );
+
+    expect(values.agent_runtime_arn).toBe(FULL_RUNTIME_ARN);
+  });
+
+  it("recovers a placeholder value with no '/' (single path segment)", () => {
+    const values = extractModelTemplateValues("langgraph/{assistant_id}", "langgraph/asst_1");
+
+    expect(values.assistant_id).toBe("asst_1");
+  });
+
+  it("returns no match when the model does not fit the template", () => {
+    const values = extractModelTemplateValues("langgraph/{assistant_id}", "azure_ai/agents/asst_1");
+
+    expect(values).toEqual({});
+  });
+});
+
+describe("parseDynamicAgentForForm", () => {
+  it("preserves the full runtime ARN, including the resource id after 'runtime/', when populating the edit form", () => {
+    const agent = {
+      agent_id: "agent-1",
+      agent_name: "bedrock-agent",
+      agent_card_params: { description: "" },
+      litellm_params: {
+        custom_llm_provider: "bedrock",
+        model: `bedrock/agentcore/${FULL_RUNTIME_ARN}`,
+      },
+    } as unknown as Agent;
+
+    const values = parseDynamicAgentForForm(agent, bedrockAgentcoreInfo);
+
+    expect(values.agent_runtime_arn).toBe(FULL_RUNTIME_ARN);
+  });
+});
+
+describe("detectAgentType", () => {
+  it("detects bedrock_agentcore agents from the model prefix", () => {
+    const agent = {
+      agent_id: "agent-1",
+      agent_name: "bedrock-agent",
+      litellm_params: { model: `bedrock/agentcore/${FULL_RUNTIME_ARN}` },
+    } as unknown as Agent;
+
+    expect(detectAgentType(agent)).toBe("bedrock_agentcore");
+  });
+});
diff --git a/ui/litellm-dashboard/src/app/(dashboard)/agents/_components/agent_type_utils.ts b/ui/litellm-dashboard/src/app/(dashboard)/agents/_components/agent_type_utils.ts
index f91590c5732..506f355c519 100644
--- a/ui/litellm-dashboard/src/app/(dashboard)/agents/_components/agent_type_utils.ts
+++ b/ui/litellm-dashboard/src/app/(dashboard)/agents/_components/agent_type_utils.ts
@@ -25,6 +25,29 @@ export const detectAgentType = (agent: Agent): string => {
   return "a2a";
 };
 
+const escapeRegExp = (segment: string): string => segment.replace(/[.*+?^${}()|[\]\\]/g, "\\$&");
+
+/**
+ * Reverses a `model_template` (e.g. "bedrock/agentcore/{agent_runtime_arn}") against a stored
+ * `model` string to recover the placeholder values that produced it. Builds a regex from the
+ * template's literal segments rather than matching by split("/") position, because a
+ * placeholder's value can itself contain "/" (an AWS ARN's "runtime/<runtime-id>" resource path,
+ * a Vertex AI reasoning engine's "projects/.../reasoningEngines/..." resource id) and would
+ * otherwise be cut off at the first one.
+ */
+export const extractModelTemplateValues = (template: string, model: string): Record<string, string> => {
+  // Splitting on a regex with a capturing group interleaves the captured placeholder
+  // names between the surrounding literal segments, e.g. "a/{x}/b" -> ["a/", "x", "/b"].
+  const parts = template.split(/\{([a-zA-Z0-9_]+)\}/g);
+  const fieldNames = parts.filter((_part, index) => index % 2 === 1);
+  const pattern = parts.map((part, index) => (index % 2 === 1 ? "(.+)" : escapeRegExp(part))).join("");
+
+  const match = model.match(new RegExp(`^${pattern}$`));
+  if (!match) return {};
+
+  return Object.fromEntries(fieldNames.map((name, index) => [name, match[index + 1]]));
+};
+
 /**
  * Parses agent data for dynamic form fields (non-A2A agents).
  * Extracts values from litellm_params based on the agent type metadata.
@@ -35,24 +58,18 @@ export const parseDynamicAgentForForm = (agent: Agent, agentTypeInfo: AgentCreat
     description: agent.agent_card_params?.description || "",
   };
 
+  const templateValues =
+    agentTypeInfo.model_template && agent.litellm_params?.model
+      ? extractModelTemplateValues(agentTypeInfo.model_template, agent.litellm_params.model)
+      : {};
+
   // Extract credential field values from litellm_params
   for (const field of agentTypeInfo.credential_fields) {
     if (field.include_in_litellm_params !== false) {
       values[field.key] = agent.litellm_params?.[field.key] || field.default_value || "";
-    } else {
-      // For fields not in litellm_params (like agent_id), try to extract from model string
-      if (agentTypeInfo.model_template && agent.litellm_params?.model) {
-        const model = agent.litellm_params.model;
-        const templateParts = agentTypeInfo.model_template.split("/");
-        const modelParts = model.split("/");
-
-        // Find the placeholder position and extract the value
-        templateParts.forEach((part, index) => {
-          if (part === `{${field.key}}` && modelParts[index]) {
-            values[field.key] = modelParts[index];
-          }
-        });
-      }
+    } else if (templateValues[field.key] !== undefined) {
+      // For fields not in litellm_params (like agent_runtime_arn), recover from the model string
+      values[field.key] = templateValues[field.key];
     }
   }
 
diff --git a/ui/litellm-dashboard/src/app/(dashboard)/agents/_components/dynamic_agent_form_fields.tsx b/ui/litellm-dashboard/src/app/(dashboard)/agents/_components/dynamic_agent_form_fields.tsx
index 04a8b0df9d9..0f3355fe073 100644
--- a/ui/litellm-dashboard/src/app/(dashboard)/agents/_components/dynamic_agent_form_fields.tsx
+++ b/ui/litellm-dashboard/src/app/(dashboard)/agents/_components/dynamic_agent_form_fields.tsx
@@ -24,58 +24,80 @@ interface DynamicAgentFormFieldsProps {
 export const unmountedDynamicFieldNames = (mountedPanels: readonly string[]): readonly string[] =>
   mountedPanels.includes(AGENT_FORM_CONFIG.cost.key) ? [] : COST_FIELD_NAMES;
 
-const CredentialField = ({ field }: { field: AgentCredentialFieldMetadata }) => (
-  <AgentFormField
-    name={field.key}
-    label={field.tooltip ? labelWithHint(field.label, field.tooltip) : field.label}
-    defaultValue={field.default_value ?? undefined}
-    rules={field.required ? { required: `Please enter ${field.label}` } : undefined}
-  >
-    {({ value, onChange, ref, ...control }) => {
-      const text = typeof value === "string" ? value : "";
-      if (field.field_type === "password") {
-        return (
-          <PasswordInput
-            {...control}
-            value={typeof value === "string" ? value : ""}
-            onChange={onChange}
-            ref={ref}
-            placeholder={field.placeholder || ""}
-          />
-        );
-      }
-      if (field.field_type === "textarea") {
-        return (
-          <Textarea
-            {...control}
-            ref={ref}
-            rows={3}
-            placeholder={field.placeholder || ""}
-            value={text}
-            onChange={onChange}
-          />
-        );
-      }
-      if (field.field_type === "select" && field.options) {
-        return (
-          <Select value={text || null} onValueChange={onChange}>
-            <SelectTrigger {...control} className="w-full">
-              <SelectValue placeholder={field.placeholder || ""} />
-            </SelectTrigger>
-            <SelectContent>
-              {field.options.map((option) => (
-                <SelectItem key={option} value={option} title={option}>
-                  {option}
-                </SelectItem>
-              ))}
-            </SelectContent>
-          </Select>
-        );
-      }
-      return <Input {...control} ref={ref} placeholder={field.placeholder || ""} value={text} onChange={onChange} />;
-    }}
-  </AgentFormField>
-);
+// A field's validation_pattern is server-supplied metadata; if it's ever not a valid regex, skip
+// validation rather than throwing during render and taking the whole form down with it.
+const buildValidationPatternRule = (
+  field: AgentCredentialFieldMetadata,
+): { value: RegExp; message: string } | undefined => {
+  if (!field.validation_pattern) return undefined;
+  try {
+    return {
+      value: new RegExp(field.validation_pattern),
+      message: field.validation_message || `${field.label} looks incomplete or malformed`,
+    };
+  } catch {
+    return undefined;
+  }
+};
+
+const CredentialField = ({ field }: { field: AgentCredentialFieldMetadata }) => {
+  const patternRule = buildValidationPatternRule(field);
+  return (
+    <AgentFormField
+      name={field.key}
+      label={field.tooltip ? labelWithHint(field.label, field.tooltip) : field.label}
+      defaultValue={field.default_value ?? undefined}
+      rules={{
+        ...(field.required ? { required: `Please enter ${field.label}` } : {}),
+        ...(patternRule ? { pattern: patternRule } : {}),
+      }}
+    >
+      {({ value, onChange, ref, ...control }) => {
+        const text = typeof value === "string" ? value : "";
+        if (field.field_type === "password") {
+          return (
+            <PasswordInput
+              {...control}
+              value={typeof value === "string" ? value : ""}
+              onChange={onChange}
+              ref={ref}
+              placeholder={field.placeholder || ""}
+            />
+          );
+        }
+        if (field.field_type === "textarea") {
+          return (
+            <Textarea
+              {...control}
+              ref={ref}
+              rows={3}
+              placeholder={field.placeholder || ""}
+              value={text}
+              onChange={onChange}
+            />
+          );
+        }
+        if (field.field_type === "select" && field.options) {
+          return (
+            <Select value={text || null} onValueChange={onChange}>
+              <SelectTrigger {...control} className="w-full">
+                <SelectValue placeholder={field.placeholder || ""} />
+              </SelectTrigger>
+              <SelectContent>
+                {field.options.map((option) => (
+                  <SelectItem key={option} value={option} title={option}>
+                    {option}
+                  </SelectItem>
+                ))}
+              </SelectContent>
+            </Select>
+          );
+        }
+        return <Input {...control} ref={ref} placeholder={field.placeholder || ""} value={text} onChange={onChange} />;
+      }}
+    </AgentFormField>
+  );
+};
 
 const DynamicAgentFormFields: React.FC<DynamicAgentFormFieldsProps> = ({ agentTypeInfo, panels }) => (
   <>
diff --git a/ui/litellm-dashboard/src/app/(dashboard)/guardrails/_components/guardrail_info_helpers.tsx b/ui/litellm-dashboard/src/app/(dashboard)/guardrails/_components/guardrail_info_helpers.tsx
index c1f2ddcf51c..f686ff5644a 100644
--- a/ui/litellm-dashboard/src/app/(dashboard)/guardrails/_components/guardrail_info_helpers.tsx
+++ b/ui/litellm-dashboard/src/app/(dashboard)/guardrails/_components/guardrail_info_helpers.tsx
@@ -201,6 +201,7 @@ export const guardrailLogoMap = {
   XecGuard: xecguardLogo.src,
   "LiteLLM Content Filter": litellmLogo.src,
   "LiteLLM LLM as a Judge": litellmLogo.src,
+  "Hide Secrets": litellmLogo.src,
   Akto: aktoLogo.src,
   "DeepKeep AI Firewall": deepkeepLogo.src,
   "Qostodian Nexus": qohashLogo.src,
diff --git a/ui/litellm-dashboard/src/app/(dashboard)/guardrails/_components/guardrail_provider_fields.test.tsx b/ui/litellm-dashboard/src/app/(dashboard)/guardrails/_components/guardrail_provider_fields.test.tsx
new file mode 100644
index 00000000000..ab63b7637b1
--- /dev/null
+++ b/ui/litellm-dashboard/src/app/(dashboard)/guardrails/_components/guardrail_provider_fields.test.tsx
@@ -0,0 +1,99 @@
+import React from "react";
+import { fireEvent, screen, waitFor } from "@testing-library/react";
+import { useForm } from "react-hook-form";
+import { renderWithProviders } from "@/../tests/test-utils";
+import { beforeEach, describe, expect, it, vi } from "vitest";
+import GuardrailProviderFields from "./guardrail_provider_fields";
+import { populateGuardrailProviderMap } from "./guardrail_info_helpers";
+import type { GuardrailFormValues } from "./GuardrailFormField";
+
+vi.mock("@/lib/toast", () => ({ toast: { error: vi.fn() } }));
+
+const HIDE_SECRETS_PARAMS = {
+  "hide-secrets": {
+    ui_friendly_name: "Hide Secrets",
+    detect_secrets_config: {
+      param: "detect_secrets_config",
+      description: "Optional detect-secrets configuration",
+      required: false,
+      type: "object",
+    },
+  },
+};
+
+const Harness: React.FC<{ onValid: (values: GuardrailFormValues) => void }> = ({ onValid }) => {
+  const form = useForm<GuardrailFormValues>();
+  return (
+    <form onSubmit={form.handleSubmit(onValid)}>
+      <GuardrailProviderFields
+        selectedProvider="Hide-secrets"
+        control={form.control}
+        providerParams={HIDE_SECRETS_PARAMS}
+      />
+      <button type="submit">save</button>
+    </form>
+  );
+};
+
+const renderHarness = () => {
+  populateGuardrailProviderMap(HIDE_SECRETS_PARAMS);
+  const onValid = vi.fn();
+  renderWithProviders(<Harness onValid={onValid} />);
+  const textarea = screen.getByLabelText(/detect_secrets_config/) as HTMLTextAreaElement;
+  return { onValid, textarea };
+};
+
+describe("GuardrailProviderFields object field", () => {
+  beforeEach(() => {
+    vi.clearAllMocks();
+  });
+
+  it("commits a valid JSON object as a parsed dict", async () => {
+    const { onValid, textarea } = renderHarness();
+
+    fireEvent.change(textarea, { target: { value: '{"plugins_used": [{"name": "AWSKeyDetector"}]}' } });
+    fireEvent.blur(textarea);
+    fireEvent.click(screen.getByRole("button", { name: "save" }));
+
+    await waitFor(() => expect(onValid).toHaveBeenCalledTimes(1));
+    expect(onValid.mock.calls[0][0].detect_secrets_config).toEqual({
+      plugins_used: [{ name: "AWSKeyDetector" }],
+    });
+  });
+
+  it("blocks submission while the field holds malformed JSON", async () => {
+    const { onValid, textarea } = renderHarness();
+
+    fireEvent.change(textarea, { target: { value: "{not json" } });
+    fireEvent.blur(textarea);
+    fireEvent.click(screen.getByRole("button", { name: "save" }));
+
+    await screen.findByText("detect_secrets_config must be a valid JSON object");
+    expect(onValid).not.toHaveBeenCalled();
+    expect(textarea.value).toBe("{not json");
+  });
+
+  it.each(['["array"]', '"scalar"', "null", "42"])("blocks non-object JSON %s", async (raw) => {
+    const { onValid, textarea } = renderHarness();
+
+    fireEvent.change(textarea, { target: { value: raw } });
+    fireEvent.blur(textarea);
+    fireEvent.click(screen.getByRole("button", { name: "save" }));
+
+    await screen.findByText("detect_secrets_config must be a valid JSON object");
+    expect(onValid).not.toHaveBeenCalled();
+  });
+
+  it("treats a cleared field as unset and submits", async () => {
+    const { onValid, textarea } = renderHarness();
+
+    fireEvent.change(textarea, { target: { value: '{"a": 1}' } });
+    fireEvent.blur(textarea);
+    fireEvent.change(textarea, { target: { value: "" } });
+    fireEvent.blur(textarea);
+    fireEvent.click(screen.getByRole("button", { name: "save" }));
+
+    await waitFor(() => expect(onValid).toHaveBeenCalledTimes(1));
+    expect(onValid.mock.calls[0][0].detect_secrets_config).toBeUndefined();
+  });
+});
diff --git a/ui/litellm-dashboard/src/app/(dashboard)/guardrails/_components/guardrail_provider_fields.tsx b/ui/litellm-dashboard/src/app/(dashboard)/guardrails/_components/guardrail_provider_fields.tsx
index 76c91d4c176..7d48da89ebf 100644
--- a/ui/litellm-dashboard/src/app/(dashboard)/guardrails/_components/guardrail_provider_fields.tsx
+++ b/ui/litellm-dashboard/src/app/(dashboard)/guardrails/_components/guardrail_provider_fields.tsx
@@ -13,6 +13,8 @@ import { FieldGroup } from "@/components/ui/field";
 import { Input } from "@/components/ui/input";
 import { Select, SelectContent, SelectItem, SelectTrigger, SelectValue } from "@/components/ui/select";
 import { Slider } from "@/components/ui/slider";
+import { Textarea } from "@/components/ui/textarea";
+import { toast } from "@/lib/toast";
 import { UiLoadingSpinner } from "@/components/ui/ui-loading-spinner";
 import {
   asStringArray,
@@ -22,6 +24,7 @@ import {
   readRecord,
   requiredRule,
   type GuardrailFieldControlProps,
+  type GuardrailFieldRules,
   type GuardrailFormControl,
 } from "./GuardrailFormField";
 
@@ -60,6 +63,44 @@ const BOOLEAN_ITEMS = [
 const isSecretKey = (fieldKey: string): boolean =>
   fieldKey.includes("password") || fieldKey.includes("secret") || fieldKey.includes("key");
 
+const isPlainObject = (value: unknown): value is Record<string, unknown> =>
+  typeof value === "object" && value !== null && !Array.isArray(value);
+
+// Object fields hold the raw text while the user types, so submission must be
+// blocked until the value parses to a plain JSON object (or is cleared).
+const jsonObjectRule = (fieldKey: string): GuardrailFieldRules => ({
+  validate: (value: unknown) =>
+    value === undefined || isPlainObject(value) ? true : `${fieldKey} must be a valid JSON object`,
+});
+
+// Commits a parsed object (or undefined for a cleared field) to the form on
+// blur; anything else stays as raw text so jsonObjectRule blocks submission.
+const commitObjectField = (raw: string, onChange: (value: unknown) => void): void => {
+  const next = raw.trim();
+  if (next === "") {
+    onChange(undefined);
+    return;
+  }
+  let parsed: unknown;
+  try {
+    parsed = JSON.parse(next);
+  } catch {
+    parsed = next;
+  }
+  if (isPlainObject(parsed)) {
+    onChange(parsed);
+  } else {
+    toast.error("Enter a valid JSON object for this configuration");
+  }
+};
+
+const fieldRules = (field: ProviderParam, fieldKey: string): GuardrailFieldRules | undefined => {
+  if (field.type === "object") {
+    return jsonObjectRule(fieldKey);
+  }
+  return field.required ? requiredRule(`${fieldKey} is required`) : undefined;
+};
+
 interface ProviderFieldInputProps {
   descriptor: ProviderParam;
   fieldKey: string;
@@ -141,6 +182,25 @@ const ProviderFieldInput: React.FC<ProviderFieldInputProps> = ({ descriptor, fie
     );
   }
 
+  if (descriptor.type === "object") {
+    const objectValue = typeof value === "object" && value !== null ? JSON.stringify(value, null, 2) : asText(value);
+    return (
+      <Textarea
+        id={id}
+        name={name}
+        ref={ref}
+        placeholder={descriptor.description}
+        value={objectValue}
+        onChange={(event) => onChange(event.target.value)}
+        onBlur={(event) => {
+          commitObjectField(event.target.value, onChange);
+          onBlur();
+        }}
+        {...aria}
+      />
+    );
+  }
+
   if (descriptor.type === "number") {
     return (
       <NumericalInput
@@ -316,7 +376,7 @@ const GuardrailProviderFields: React.FC<GuardrailProviderFieldsProps> = ({
           control={control}
           name={fullFieldKey}
           label={labelWithHint(fieldKey, field.description)}
-          rules={field.required ? requiredRule(`${fieldKey} is required`) : undefined}
+          rules={fieldRules(field, fieldKey)}
           defaultValue={resolvedInitialValue}
         >
           {(fieldControl) => <ProviderFieldInput descriptor={field} fieldKey={fieldKey} control={fieldControl} />}
diff --git a/ui/litellm-dashboard/src/app/(dashboard)/hooks/autoRouter/useAutoRouterPresets.ts b/ui/litellm-dashboard/src/app/(dashboard)/hooks/autoRouter/useAutoRouterPresets.ts
new file mode 100644
index 00000000000..82f9cc2da99
--- /dev/null
+++ b/ui/litellm-dashboard/src/app/(dashboard)/hooks/autoRouter/useAutoRouterPresets.ts
@@ -0,0 +1,16 @@
+import { AutoRouterPreset, hydratePresets } from "@/lib/autorouter_presets";
+import { getAutoRouterPresets } from "@/components/networking";
+import { useQuery } from "@tanstack/react-query";
+import { createQueryKeys } from "../common/queryKeysFactory";
+
+const presetKeys = createQueryKeys("autoRouterPresets");
+
+export const useAutoRouterPresets = () => {
+  const options = {
+    queryKey: presetKeys.list({}),
+    queryFn: async () => hydratePresets(await getAutoRouterPresets()),
+    staleTime: 24 * 60 * 60 * 1000,
+    gcTime: 24 * 60 * 60 * 1000,
+  };
+  return useQuery<AutoRouterPreset[]>(options);
+};
diff --git a/ui/litellm-dashboard/src/app/(dashboard)/hooks/mcpToolSearchSettings/useMCPToolSearchSettings.ts b/ui/litellm-dashboard/src/app/(dashboard)/hooks/mcpToolSearchSettings/useMCPToolSearchSettings.ts
new file mode 100644
index 00000000000..8645e867c16
--- /dev/null
+++ b/ui/litellm-dashboard/src/app/(dashboard)/hooks/mcpToolSearchSettings/useMCPToolSearchSettings.ts
@@ -0,0 +1,47 @@
+import { useMutation, useQuery, useQueryClient } from "@tanstack/react-query";
+import { apiClient } from "@/components/networking";
+import type { components } from "@/lib/http/schema";
+import useAuthorized from "@/app/(dashboard)/hooks/useAuthorized";
+import { createQueryKeys } from "../common/queryKeysFactory";
+
+export type MCPToolSearchSettings = components["schemas"]["MCPToolSearchSettings"];
+export type MCPToolSearchSettingsResponse = components["schemas"]["MCPToolSearchSettingsResponse"];
+
+const GET_PATH = "/get/mcp_tool_search_settings";
+const UPDATE_PATH = "/update/mcp_tool_search_settings";
+
+const mcpToolSearchSettingsKeys = createQueryKeys("mcpToolSearchSettings");
+
+export const getMCPToolSearchSettings = (accessToken: string): Promise<MCPToolSearchSettingsResponse> =>
+  apiClient.get<MCPToolSearchSettingsResponse>(GET_PATH, { accessToken });
+
+export const updateMCPToolSearchSettings = (
+  accessToken: string,
+  settings: MCPToolSearchSettings,
+): Promise<MCPToolSearchSettings> =>
+  apiClient.patch<MCPToolSearchSettings>(UPDATE_PATH, { accessToken, body: settings });
+
+export const useMCPToolSearchSettings = () => {
+  const { accessToken } = useAuthorized();
+  return useQuery<MCPToolSearchSettingsResponse>({
+    queryKey: mcpToolSearchSettingsKeys.list({}),
+    queryFn: () => getMCPToolSearchSettings(accessToken),
+    enabled: !!accessToken,
+  });
+};
+
+export const useUpdateMCPToolSearchSettings = () => {
+  const { accessToken } = useAuthorized();
+  const queryClient = useQueryClient();
+  return useMutation<MCPToolSearchSettings, Error, MCPToolSearchSettings>({
+    mutationFn: (settings) => {
+      if (!accessToken) {
+        throw new Error("Access token is required");
+      }
+      return updateMCPToolSearchSettings(accessToken, settings);
+    },
+    onSuccess: () => {
+      queryClient.invalidateQueries({ queryKey: mcpToolSearchSettingsKeys.all });
+    },
+  });
+};
diff --git a/ui/litellm-dashboard/src/app/(dashboard)/mcp-servers/_components/mcp_servers.tsx b/ui/litellm-dashboard/src/app/(dashboard)/mcp-servers/_components/mcp_servers.tsx
index 6e70b1ac59a..e6148d5d997 100644
--- a/ui/litellm-dashboard/src/app/(dashboard)/mcp-servers/_components/mcp_servers.tsx
+++ b/ui/litellm-dashboard/src/app/(dashboard)/mcp-servers/_components/mcp_servers.tsx
@@ -36,6 +36,7 @@ import type {
   Team,
 } from "@/components/mcp_tools/types";
 import MCPSemanticFilterSettings from "@/components/Settings/AdminSettings/MCPSemanticFilterSettings/MCPSemanticFilterSettings";
+import MCPToolSearchSettings from "@/components/Settings/AdminSettings/MCPToolSearchSettings/MCPToolSearchSettings";
 import MCPNetworkSettings from "./MCPNetworkSettings";
 import MCPDiscovery from "./mcp_discovery";
 import { ByokCredentialModal } from "@/components/mcp_tools/ByokCredentialModal";
@@ -544,6 +545,11 @@ const MCPServers: React.FC<MCPServerProps> = ({ accessToken, userRole, userID })
                 Semantic Filter
               </TabsTrigger>
             )}
+            {isAdminRole(userRole) && (
+              <TabsTrigger value="tool-search" className="flex-none rounded-none px-4 py-2">
+                Tool Search
+              </TabsTrigger>
+            )}
             {isAdminRole(userRole) && (
               <TabsTrigger value="network-settings" className="flex-none rounded-none px-4 py-2">
                 Network Settings
@@ -726,6 +732,11 @@ const MCPServers: React.FC<MCPServerProps> = ({ accessToken, userRole, userID })
               <MCPSemanticFilterSettings accessToken={accessToken} />
             </TabsContent>
           )}
+          {isAdminRole(userRole) && (
+            <TabsContent value="tool-search" keepMounted>
+              <MCPToolSearchSettings accessToken={accessToken} />
+            </TabsContent>
+          )}
           {isAdminRole(userRole) && (
             <TabsContent value="network-settings" keepMounted>
               <MCPNetworkSettings accessToken={accessToken} />
diff --git a/ui/litellm-dashboard/src/app/(dashboard)/models-and-endpoints/components/AutoRouters/AutoRoutersPanel.test.tsx b/ui/litellm-dashboard/src/app/(dashboard)/models-and-endpoints/components/AutoRouters/AutoRoutersPanel.test.tsx
index 8c683f230e0..f460b77c2c7 100644
--- a/ui/litellm-dashboard/src/app/(dashboard)/models-and-endpoints/components/AutoRouters/AutoRoutersPanel.test.tsx
+++ b/ui/litellm-dashboard/src/app/(dashboard)/models-and-endpoints/components/AutoRouters/AutoRoutersPanel.test.tsx
@@ -140,6 +140,7 @@ const renderPanel = (canModify = true) =>
       accessToken="token"
       userRole="Admin"
       userID="u-admin"
+      isViewOnly={false}
       teams={null}
       createScope={canModify ? "unscoped-ok" : "forbidden"}
     />,
diff --git a/ui/litellm-dashboard/src/app/(dashboard)/models-and-endpoints/components/AutoRouters/AutoRoutersPanel.tsx b/ui/litellm-dashboard/src/app/(dashboard)/models-and-endpoints/components/AutoRouters/AutoRoutersPanel.tsx
index db5120cebce..5b53217f9c1 100644
--- a/ui/litellm-dashboard/src/app/(dashboard)/models-and-endpoints/components/AutoRouters/AutoRoutersPanel.tsx
+++ b/ui/litellm-dashboard/src/app/(dashboard)/models-and-endpoints/components/AutoRouters/AutoRoutersPanel.tsx
@@ -21,12 +21,20 @@ interface AutoRoutersPanelProps {
   accessToken: string;
   userRole: string;
   userID: string | null;
+  isViewOnly: boolean;
   teams: Team[] | null;
   /** Owned by the page, which knows how this caller must scope what they create. */
   createScope: ModelWriteScope;
 }
 
-export function AutoRoutersPanel({ accessToken, userRole, userID, teams, createScope }: AutoRoutersPanelProps) {
+export function AutoRoutersPanel({
+  accessToken,
+  userRole,
+  userID,
+  isViewOnly,
+  teams,
+  createScope,
+}: AutoRoutersPanelProps) {
   const canCreate = createScope !== "forbidden";
   const { data: deployments, isLoading } = useAutoRouters();
   const invalidateAutoRouters = useInvalidateAutoRouters();
@@ -39,8 +47,8 @@ export function AutoRoutersPanel({ accessToken, userRole, userID, teams, createS
   const [isDeleting, setIsDeleting] = useState(false);
 
   const routers = useMemo(
-    () => toAutoRouterRows(deployments ?? [], { userRole, userID }, teams),
-    [deployments, userRole, userID, teams],
+    () => toAutoRouterRows(deployments ?? [], { userRole, userID, isViewOnly }, teams),
+    [deployments, userRole, userID, isViewOnly, teams],
   );
 
   const handleCreated = () => {
diff --git a/ui/litellm-dashboard/src/app/(dashboard)/models-and-endpoints/components/AutoRouters/autoRouterRows.test.ts b/ui/litellm-dashboard/src/app/(dashboard)/models-and-endpoints/components/AutoRouters/autoRouterRows.test.ts
index 9944653b638..23585f6c110 100644
--- a/ui/litellm-dashboard/src/app/(dashboard)/models-and-endpoints/components/AutoRouters/autoRouterRows.test.ts
+++ b/ui/litellm-dashboard/src/app/(dashboard)/models-and-endpoints/components/AutoRouters/autoRouterRows.test.ts
@@ -5,8 +5,9 @@ import { toAutoRouterRow, toAutoRouterRows } from "./autoRouterRows";
 
 // Existing cases assert resource classification, so they run as a proxy admin: the actor
 // gate is then a pass-through and canEdit/canDelete still reflect the row itself.
-const ADMIN = { userRole: "Admin", userID: "u-admin" };
-const TEAM_ADMIN = { userRole: "Internal User", userID: "u-team-admin" };
+const ADMIN = { userRole: "Admin", userID: "u-admin", isViewOnly: false };
+const TEAM_ADMIN = { userRole: "Internal User", userID: "u-team-admin", isViewOnly: false };
+const VIEW_ONLY_ADMIN = { userRole: "Admin", userID: "u-viewer", isViewOnly: true };
 
 const complexityDeployment = {
   model_name: "tri-tier-router",
@@ -224,7 +225,7 @@ describe("autoRouterRows actor gating", () => {
     { team_id: "team-1", members_with_roles: [{ user_id: "u-team-admin", user_email: "t@t", role: "admin" }] },
   ] as never;
 
-  const rowIn = (actor: { userRole: string; userID: string }, teamId: string | null) =>
+  const rowIn = (actor: { userRole: string; userID: string; isViewOnly: boolean }, teamId: string | null) =>
     toAutoRouterRow(
       { ...complexityDeployment, model_info: { id: "cid-1", db_model: true, team_id: teamId } },
       0,
@@ -259,4 +260,12 @@ describe("autoRouterRows actor gating", () => {
     expect(row.canEdit).toBe(true);
     expect(row.canDelete).toBe(true);
   });
+
+  // A proxy_admin_viewer session reads "Admin" through the masquerade, but PATCH and
+  // DELETE both 403 it, so its rows must not offer the affordances.
+  it("hides write affordances from a view-only admin session", () => {
+    const row = rowIn(VIEW_ONLY_ADMIN, null);
+    expect(row.canEdit).toBe(false);
+    expect(row.canDelete).toBe(false);
+  });
 });
diff --git a/ui/litellm-dashboard/src/app/(dashboard)/models-and-endpoints/components/AutoRouters/autoRouterRows.ts b/ui/litellm-dashboard/src/app/(dashboard)/models-and-endpoints/components/AutoRouters/autoRouterRows.ts
index bbdf4697315..c4d7f45b7cc 100644
--- a/ui/litellm-dashboard/src/app/(dashboard)/models-and-endpoints/components/AutoRouters/autoRouterRows.ts
+++ b/ui/litellm-dashboard/src/app/(dashboard)/models-and-endpoints/components/AutoRouters/autoRouterRows.ts
@@ -58,6 +58,7 @@ const dedupe = (models: string[]): string[] => Array.from(new Set(models));
 const COMPLEXITY_TYPE_LABELS: Record<string, string> = {
   llm: "LLM Classifier",
   heuristic_first: "Heuristic first",
+  hybrid: "Hybrid",
   custom: "Custom classifier",
 };
 
diff --git a/ui/litellm-dashboard/src/app/(dashboard)/models-and-endpoints/page.test.tsx b/ui/litellm-dashboard/src/app/(dashboard)/models-and-endpoints/page.test.tsx
index a504d75bb63..84a05113177 100644
--- a/ui/litellm-dashboard/src/app/(dashboard)/models-and-endpoints/page.test.tsx
+++ b/ui/litellm-dashboard/src/app/(dashboard)/models-and-endpoints/page.test.tsx
@@ -38,8 +38,17 @@ vi.mock("./useModelDashboardData", () => ({
   useModelDashboardData: () => ({ availableModelAccessGroups: [], allModelsOnProxy: [], availableModelGroups: [] }),
 }));
 
-const ADMIN = { accessToken: "at", token: "t", userRole: "Admin", userId: "u1", premiumUser: false };
-const NON_ADMIN = { accessToken: "at", token: "t", userRole: "Internal User", userId: "u1", premiumUser: false };
+const ADMIN = { accessToken: "at", token: "t", userRole: "Admin", userId: "u1", premiumUser: false, isViewOnly: false };
+const NON_ADMIN = {
+  accessToken: "at",
+  token: "t",
+  userRole: "Internal User",
+  userId: "u1",
+  premiumUser: false,
+  isViewOnly: false,
+};
+// A proxy_admin_viewer session: effectiveSessionRole masquerades the role as "Admin".
+const VIEW_ONLY_ADMIN = { ...ADMIN, isViewOnly: true };
 
 const renderPage = () => {
   const queryClient = new QueryClient({ defaultOptions: { queries: { retry: false, gcTime: 0 } } });
@@ -99,6 +108,22 @@ describe("ModelsAndEndpointsPage", () => {
     expect(screen.queryByRole("tab", { name: "Health Status" })).not.toBeInTheDocument();
   });
 
+  // POST /model/new 403s a proxy_admin_viewer, so the form's tab must not render for one.
+  it("hides the Add Model tab for a view-only admin session", () => {
+    mockUseAuthorized.mockReturnValue(VIEW_ONLY_ADMIN);
+    renderPage();
+    expect(screen.queryByRole("tab", { name: "Add Model" })).not.toBeInTheDocument();
+    expect(screen.getByRole("tab", { name: "All Models" })).toBeInTheDocument();
+  });
+
+  // Read parity: the Auto-Routers list stays reachable for a view-only admin; only the
+  // create affordance inside it is withheld, which AutoRoutersTabPanel decides.
+  it("keeps the Auto-Routers tab for a view-only admin session", () => {
+    mockUseAuthorized.mockReturnValue(VIEW_ONLY_ADMIN);
+    renderPage();
+    expect(screen.getByRole("tab", { name: /Auto-Routers/ })).toBeInTheDocument();
+  });
+
   // Auto-routers are excluded from the All Models table, so this tab is their home: the only
   // place in the product to list, create, edit or delete one.
   describe("Auto-Routers tab", () => {
diff --git a/ui/litellm-dashboard/src/app/(dashboard)/models-and-endpoints/page.tsx b/ui/litellm-dashboard/src/app/(dashboard)/models-and-endpoints/page.tsx
index 9ae7dc12f81..34c9d87004e 100644
--- a/ui/litellm-dashboard/src/app/(dashboard)/models-and-endpoints/page.tsx
+++ b/ui/litellm-dashboard/src/app/(dashboard)/models-and-endpoints/page.tsx
@@ -80,7 +80,7 @@ const renderPanel = (key: string) => {
 };
 
 export default function ModelsAndEndpointsPage() {
-  const { accessToken, userRole, userId: userID, premiumUser } = useAuthorized();
+  const { accessToken, userRole, userId: userID, premiumUser, isViewOnly } = useAuthorized();
   const { data: teams } = useTeams();
   const { data: uiSettings } = useUISettings();
   const queryClient = useQueryClient();
@@ -92,7 +92,7 @@ export default function ModelsAndEndpointsPage() {
 
   const isInternalUser = userRole && internalUserRoles.includes(userRole);
   const canCreate = canCreateModels(
-    { userRole, userID },
+    { userRole, userID, isViewOnly },
     {
       teams: teams ?? null,
       disabledForInternalUsers:
@@ -182,6 +182,7 @@ export default function ModelsAndEndpointsPage() {
             accessToken={accessToken}
             userID={userID}
             userRole={userRole}
+            isViewOnly={isViewOnly}
             onModelUpdate={invalidateModels}
             modelAccessGroups={availableModelAccessGroups}
           />
diff --git a/ui/litellm-dashboard/src/app/(dashboard)/models-and-endpoints/panels/AutoRoutersTabPanel.test.tsx b/ui/litellm-dashboard/src/app/(dashboard)/models-and-endpoints/panels/AutoRoutersTabPanel.test.tsx
new file mode 100644
index 00000000000..12f0b95bf13
--- /dev/null
+++ b/ui/litellm-dashboard/src/app/(dashboard)/models-and-endpoints/panels/AutoRoutersTabPanel.test.tsx
@@ -0,0 +1,39 @@
+/* @vitest-environment jsdom */
+import { render } from "@testing-library/react";
+import { describe, expect, it, vi } from "vitest";
+import AutoRoutersTabPanel from "./AutoRoutersTabPanel";
+
+const panelProps = vi.fn();
+vi.mock("../components/AutoRouters/AutoRoutersPanel", () => ({
+  AutoRoutersPanel: (props: Record<string, unknown>) => {
+    panelProps(props);
+    return <div data-testid="auto-routers-panel" />;
+  },
+}));
+
+const mockUseAuthorized = vi.fn();
+vi.mock("@/app/(dashboard)/hooks/useAuthorized", () => ({ default: () => mockUseAuthorized() }));
+vi.mock("@/app/(dashboard)/hooks/teams/useTeams", () => ({ useTeams: () => ({ data: [] }) }));
+vi.mock("@/app/(dashboard)/hooks/uiSettings/useUISettings", () => ({
+  useUISettings: () => ({ data: { values: {} } }),
+}));
+
+const SESSION = { accessToken: "at", userRole: "Admin", userId: "u1", isViewOnly: false };
+
+const lastProps = () => panelProps.mock.calls.at(-1)?.[0] as { createScope: string };
+
+describe("AutoRoutersTabPanel", () => {
+  it("grants an unscoped create to a real proxy admin", () => {
+    mockUseAuthorized.mockReturnValue(SESSION);
+    render(<AutoRoutersTabPanel />);
+    expect(lastProps().createScope).toBe("unscoped-ok");
+  });
+
+  // The masqueraded "Admin" a proxy_admin_viewer session carries: POST /model/new 403s it,
+  // so the panel must not be told it may create.
+  it("withholds the create affordance from a view-only admin session", () => {
+    mockUseAuthorized.mockReturnValue({ ...SESSION, isViewOnly: true });
+    render(<AutoRoutersTabPanel />);
+    expect(lastProps().createScope).toBe("forbidden");
+  });
+});
diff --git a/ui/litellm-dashboard/src/app/(dashboard)/models-and-endpoints/panels/AutoRoutersTabPanel.tsx b/ui/litellm-dashboard/src/app/(dashboard)/models-and-endpoints/panels/AutoRoutersTabPanel.tsx
index 5f7d56e8e33..69b442da09b 100644
--- a/ui/litellm-dashboard/src/app/(dashboard)/models-and-endpoints/panels/AutoRoutersTabPanel.tsx
+++ b/ui/litellm-dashboard/src/app/(dashboard)/models-and-endpoints/panels/AutoRoutersTabPanel.tsx
@@ -15,13 +15,13 @@ import { AutoRoutersPanel } from "../components/AutoRouters/AutoRoutersPanel";
  * Viewer roles reach the list without write affordances.
  */
 export default function AutoRoutersTabPanel() {
-  const { accessToken, userRole, userId: userID } = useAuthorized();
+  const { accessToken, userRole, userId: userID, isViewOnly } = useAuthorized();
   const { data: teams } = useTeams();
   const { data: uiSettings } = useUISettings();
 
   const isInternalUser = userRole != null && internalUserRoles.includes(userRole);
   const scope = modelCreationScope(
-    { userRole, userID },
+    { userRole, userID, isViewOnly },
     {
       teams: teams ?? null,
       disabledForInternalUsers: isInternalUser && uiSettings?.values?.disable_model_add_for_internal_users === true,
@@ -33,6 +33,7 @@ export default function AutoRoutersTabPanel() {
       accessToken={accessToken}
       userRole={userRole ?? ""}
       userID={userID ?? null}
+      isViewOnly={isViewOnly}
       teams={teams ?? null}
       createScope={scope}
     />
diff --git a/ui/litellm-dashboard/src/app/(dashboard)/vector-stores/_components/VectorStoreTester.test.tsx b/ui/litellm-dashboard/src/app/(dashboard)/vector-stores/_components/VectorStoreTester.test.tsx
index 34643811e29..4203a3dbf70 100644
--- a/ui/litellm-dashboard/src/app/(dashboard)/vector-stores/_components/VectorStoreTester.test.tsx
+++ b/ui/litellm-dashboard/src/app/(dashboard)/vector-stores/_components/VectorStoreTester.test.tsx
@@ -116,16 +116,33 @@ describe("VectorStoreTester", () => {
     await waitFor(() => expect(mockSearch).toHaveBeenCalledTimes(1));
   });
 
-  it("reports a failed search and keeps the history empty", async () => {
+  it("shows the backend error in the history when a search fails", async () => {
     const user = userEvent.setup();
-    mockSearch.mockRejectedValue(new Error("boom"));
+    const errorBody = '{"error":{"message":"OpenAIException - api_key is required"}}';
+    mockSearch.mockRejectedValue(new Error(errorBody));
     renderTester();
 
     await user.type(queryInput(), "hello");
     await user.click(searchButton());
 
-    await waitFor(() => expect(mockFromBackend).toHaveBeenCalledWith("Failed to search vector store"));
-    expect(screen.getByText(EMPTY_STATE)).toBeInTheDocument();
+    await waitFor(() => expect(mockFromBackend).toHaveBeenCalledWith(errorBody));
+    expect(screen.getByText(`Search failed: ${errorBody}`)).toBeInTheDocument();
+    expect(screen.queryByText("No results found")).not.toBeInTheDocument();
+    expect(screen.queryByText(EMPTY_STATE)).not.toBeInTheDocument();
+    // the failed query stays in the input for retry
+    expect(queryInput()).toHaveValue("hello");
+  });
+
+  it('renders "No results found" for an empty result set, not an error', async () => {
+    const user = userEvent.setup();
+    mockSearch.mockResolvedValue({ object: "vector_store.search_results.page", search_query: "hello", data: [] });
+    renderTester();
+
+    await user.type(queryInput(), "hello");
+    await user.click(searchButton());
+
+    expect(await screen.findByText("No results found")).toBeInTheDocument();
+    expect(screen.queryByText(/search failed/i)).not.toBeInTheDocument();
   });
 
   it("clears the search history", async () => {
diff --git a/ui/litellm-dashboard/src/app/(dashboard)/vector-stores/_components/VectorStoreTester.tsx b/ui/litellm-dashboard/src/app/(dashboard)/vector-stores/_components/VectorStoreTester.tsx
index 6d12880319b..a9c4e0d1061 100644
--- a/ui/litellm-dashboard/src/app/(dashboard)/vector-stores/_components/VectorStoreTester.tsx
+++ b/ui/litellm-dashboard/src/app/(dashboard)/vector-stores/_components/VectorStoreTester.tsx
@@ -40,6 +40,7 @@ export const VectorStoreTester: React.FC<VectorStoreTesterProps> = ({ vectorStor
     {
       query: string;
       response: VectorStoreSearchResponse | null;
+      error: string | null;
       timestamp: number;
     }[]
   >([]);
@@ -59,6 +60,7 @@ export const VectorStoreTester: React.FC<VectorStoreTesterProps> = ({ vectorStor
       const historyEntry = {
         query,
         response,
+        error: null,
         timestamp: Date.now(),
       };
 
@@ -66,7 +68,9 @@ export const VectorStoreTester: React.FC<VectorStoreTesterProps> = ({ vectorStor
       setQuery("");
     } catch (error) {
       console.error("Error searching vector store:", error);
-      toast.fromError("Failed to search vector store");
+      const errorMessage = error instanceof Error ? error.message : String(error);
+      toast.fromError(errorMessage);
+      setSearchHistory((prev) => [{ query, response: null, error: errorMessage, timestamp: Date.now() }, ...prev]);
     } finally {
       setIsLoading(false);
     }
@@ -228,7 +232,13 @@ export const VectorStoreTester: React.FC<VectorStoreTesterProps> = ({ vectorStor
                           })}
                         </div>
                       ) : (
-                        <div className="text-sm text-muted-foreground">No results found</div>
+                        <div
+                          className={
+                            entry.error ? "text-sm break-words text-destructive" : "text-sm text-muted-foreground"
+                          }
+                        >
+                          {entry.error ? `Search failed: ${entry.error}` : "No results found"}
+                        </div>
                       )}
                     </div>
                   </div>
diff --git a/ui/litellm-dashboard/src/components/Settings/AdminSettings/MCPToolSearchSettings/MCPToolSearchSettings.test.tsx b/ui/litellm-dashboard/src/components/Settings/AdminSettings/MCPToolSearchSettings/MCPToolSearchSettings.test.tsx
new file mode 100644
index 00000000000..6e312bea651
--- /dev/null
+++ b/ui/litellm-dashboard/src/components/Settings/AdminSettings/MCPToolSearchSettings/MCPToolSearchSettings.test.tsx
@@ -0,0 +1,96 @@
+import React from "react";
+import { describe, it, expect, vi, beforeEach } from "vitest";
+import { render, screen, act, fireEvent } from "@testing-library/react";
+import MCPToolSearchSettings from "./MCPToolSearchSettings";
+import {
+  useMCPToolSearchSettings,
+  useUpdateMCPToolSearchSettings,
+} from "@/app/(dashboard)/hooks/mcpToolSearchSettings/useMCPToolSearchSettings";
+
+vi.mock("@/app/(dashboard)/hooks/mcpToolSearchSettings/useMCPToolSearchSettings", () => ({
+  useMCPToolSearchSettings: vi.fn(),
+  useUpdateMCPToolSearchSettings: vi.fn(),
+}));
+
+vi.mock("@/components/llm_calls/fetch_models", () => ({
+  fetchAvailableModels: vi.fn().mockResolvedValue([{ model_group: "text-embedding-3-small", mode: "embedding" }]),
+}));
+
+vi.mock("@/lib/toast", () => ({ toast: { success: vi.fn(), fromError: vi.fn() } }));
+
+const mockMutate = vi.fn();
+
+const EDITED_PAYLOAD = {
+  embedding_model: "text-embedding-3-small",
+  top_k: 8,
+  similarity_threshold: 0.25,
+  core_tools: ["treasury-get_rates", "weather-forecast"],
+};
+
+const STORED = {
+  field_schema: {},
+  values: {
+    embedding_model: "text-embedding-3-small",
+    top_k: 3,
+    similarity_threshold: 0.25,
+    core_tools: ["treasury-get_rates"],
+  },
+};
+
+type SettingsQuery = ReturnType<typeof useMCPToolSearchSettings>;
+type SettingsMutation = ReturnType<typeof useUpdateMCPToolSearchSettings>;
+
+const settled = (data: typeof STORED | undefined, overrides: Partial<SettingsQuery> = {}) =>
+  ({ data, isLoading: false, isError: false, error: null, ...overrides }) as SettingsQuery;
+
+async function renderSettings(accessToken: string | null = "token") {
+  const result = render(<MCPToolSearchSettings accessToken={accessToken} />);
+  await act(async () => {});
+  return result;
+}
+
+describe("MCPToolSearchSettings", () => {
+  beforeEach(() => {
+    vi.clearAllMocks();
+    vi.mocked(useMCPToolSearchSettings).mockReturnValue(settled(STORED));
+    vi.mocked(useUpdateMCPToolSearchSettings).mockReturnValue({
+      mutate: mockMutate,
+      isPending: false,
+    } as unknown as SettingsMutation);
+  });
+
+  it("shows the stored settings and keeps Save disabled until something changes", async () => {
+    await renderSettings();
+
+    expect(screen.getByLabelText(/top k results/i)).toHaveValue(3);
+    expect(screen.getByLabelText(/always returned first/i)).toHaveValue("treasury-get_rates");
+    expect(screen.getByRole("slider", { hidden: true })).toHaveAttribute("aria-valuenow", "0.25");
+    expect(screen.getByRole("button", { name: /save settings/i })).toBeDisabled();
+  });
+
+  it("sends the edited settings as the proxy's PATCH payload", async () => {
+    await renderSettings();
+
+    fireEvent.change(screen.getByLabelText(/top k results/i), { target: { value: "8" } });
+    fireEvent.change(screen.getByLabelText(/always returned first/i), {
+      target: { value: "treasury-get_rates\nweather-forecast" },
+    });
+    await act(async () => {
+      fireEvent.click(screen.getByRole("button", { name: /save settings/i }));
+    });
+
+    expect(mockMutate).toHaveBeenCalledTimes(1);
+    expect(mockMutate.mock.calls[0][0]).toEqual(EDITED_PAYLOAD);
+  });
+
+  it("asks the user to log in without a token and surfaces load errors", async () => {
+    await renderSettings(null);
+    expect(screen.getByText(/please log in/i)).toBeInTheDocument();
+
+    vi.mocked(useMCPToolSearchSettings).mockReturnValue(
+      settled(undefined, { isError: true, error: new Error("Database not connected") }),
+    );
+    await renderSettings();
+    expect(screen.getByText("Database not connected")).toBeInTheDocument();
+  });
+});
diff --git a/ui/litellm-dashboard/src/components/Settings/AdminSettings/MCPToolSearchSettings/MCPToolSearchSettings.tsx b/ui/litellm-dashboard/src/components/Settings/AdminSettings/MCPToolSearchSettings/MCPToolSearchSettings.tsx
new file mode 100644
index 00000000000..2ad9a56d0f3
--- /dev/null
+++ b/ui/litellm-dashboard/src/components/Settings/AdminSettings/MCPToolSearchSettings/MCPToolSearchSettings.tsx
@@ -0,0 +1,251 @@
+"use client";
+
+import {
+  useMCPToolSearchSettings,
+  useUpdateMCPToolSearchSettings,
+} from "@/app/(dashboard)/hooks/mcpToolSearchSettings/useMCPToolSearchSettings";
+import { toast } from "@/lib/toast";
+import { Skeleton } from "@/components/ui/skeleton";
+import { CircleHelp, Info, Save } from "lucide-react";
+import { Alert, AlertDescription, AlertTitle } from "@/components/shared/Alert";
+import { useEffect, useState } from "react";
+import { useForm } from "react-hook-form";
+import { fetchAvailableModels, ModelGroup } from "@/components/llm_calls/fetch_models";
+import { FieldGroup } from "@/components/ui/field";
+import { FormField } from "@/components/shared/form/FormField";
+import { SearchSelect } from "@/components/shared/SearchSelect";
+import { Button } from "@/components/ui/button";
+import { Card, CardContent, CardHeader, CardTitle } from "@/components/ui/card";
+import { Input } from "@/components/ui/input";
+import { Slider } from "@/components/ui/slider";
+import { Textarea } from "@/components/ui/textarea";
+import { Tooltip, TooltipContent, TooltipProvider, TooltipTrigger } from "@/components/ui/tooltip";
+import { UiLoadingSpinner } from "@/components/ui/ui-loading-spinner";
+import {
+  DEFAULT_FORM_VALUES,
+  TOP_K_MAX,
+  TOP_K_MIN,
+  clampTopK,
+  formToPayload,
+  storedValuesToForm,
+  ToolSearchFormValues,
+} from "./toolSearchForm";
+
+interface MCPToolSearchSettingsProps {
+  accessToken: string | null;
+}
+
+const SIMILARITY_THRESHOLD_MARKS = [0, 0.3, 0.5, 0.7, 1];
+
+const labelWithHint = (label: string, hint: string): React.ReactNode => (
+  <>
+    {label}
+    <Tooltip>
+      <TooltipTrigger render={<CircleHelp className="size-3.5 shrink-0 cursor-help text-muted-foreground" />} />
+      <TooltipContent>{hint}</TooltipContent>
+    </Tooltip>
+  </>
+);
+
+export default function MCPToolSearchSettings({ accessToken }: MCPToolSearchSettingsProps) {
+  const { data, isLoading, isError, error } = useMCPToolSearchSettings();
+  const { mutate: updateSettings, isPending: isUpdating } = useUpdateMCPToolSearchSettings();
+  const form = useForm<ToolSearchFormValues>({ defaultValues: DEFAULT_FORM_VALUES });
+  const isDirty = form.formState.isDirty;
+  const [embeddingModels, setEmbeddingModels] = useState<ModelGroup[]>([]);
+  const [loadingModels, setLoadingModels] = useState(true);
+  const storedValues = data?.values;
+
+  useEffect(() => {
+    if (!accessToken) return;
+    fetchAvailableModels(accessToken)
+      .then((models) => setEmbeddingModels(models.filter((model) => model.mode === "embedding")))
+      .catch((fetchError: unknown) => console.error("Error fetching embedding models:", fetchError))
+      .finally(() => setLoadingModels(false));
+  }, [accessToken]);
+
+  useEffect(() => {
+    if (!storedValues) return;
+    form.reset(storedValuesToForm(storedValues));
+  }, [storedValues, form]);
+
+  const handleSave = (formValues: ToolSearchFormValues) => {
+    updateSettings(formToPayload(formValues), {
+      onSuccess: () => {
+        form.reset(formValues);
+        toast.success("Settings updated successfully. Changes will be applied across all pods within 10 seconds.");
+      },
+      onError: (saveError) => toast.fromError(saveError),
+    });
+  };
+
+  if (!accessToken) {
+    return <div className="p-6 text-center text-muted-foreground">Please log in to configure tool search.</div>;
+  }
+
+  if (isLoading) {
+    return (
+      <div className="flex flex-col gap-3">
+        <Skeleton className="h-4 w-2/5" />
+        <Skeleton className="h-4 w-full" />
+        <Skeleton className="h-4 w-3/5" />
+      </div>
+    );
+  }
+
+  if (isError) {
+    return (
+      <Alert variant="error" className="mb-6">
+        <AlertTitle>Could not load MCP tool search settings</AlertTitle>
+        {error instanceof Error && <AlertDescription>{error.message}</AlertDescription>}
+      </Alert>
+    );
+  }
+
+  return (
+    <div className="w-full">
+      <Alert variant="info" className="mb-6">
+        <Info />
+        <AlertTitle>Native MCP Tool Search</AlertTitle>
+        <AlertDescription>
+          Controls the <code>mcp_tool_search</code> virtual tool that native MCP clients call to discover tools. With an
+          embedding model set, tools are ranked by the meaning of their name and description, so a query like
+          &quot;FX&quot; finds a &quot;foreign exchange rates&quot; tool. Without one, keyword matching is used. Callers
+          only ever see tools their key, team and server permissions already allow.
+        </AlertDescription>
+      </Alert>
+
+      <TooltipProvider>
+        <form onSubmit={(event) => event.preventDefault()} noValidate>
+          <Card className="mb-4">
+            <CardHeader className="border-b">
+              <CardTitle>Ranking</CardTitle>
+            </CardHeader>
+            <CardContent>
+              <FieldGroup>
+                <FormField
+                  control={form.control}
+                  name="embedding_model"
+                  label={labelWithHint(
+                    "Embedding Model",
+                    "Embedding model from your model list used to rank tools by meaning. Clear it to fall back to keyword matching.",
+                  )}
+                >
+                  {({ value, onChange, id }) => (
+                    <SearchSelect
+                      inputId={id}
+                      options={embeddingModels.map((model) => ({ label: model.model_group, value: model.model_group }))}
+                      value={value}
+                      onValueChange={onChange}
+                      allowClear
+                      placeholder={loadingModels ? "Loading models..." : "Keyword matching (no embedding model)"}
+                      emptyText={loadingModels ? "Loading..." : "No embedding models available"}
+                      disabled={isUpdating || loadingModels}
+                    />
+                  )}
+                </FormField>
+
+                <FormField
+                  control={form.control}
+                  name="top_k"
+                  label={labelWithHint(
+                    "Top K Results",
+                    "Most ranked tools a search returns. A smaller top_k in the tool call wins. Core tools do not count.",
+                  )}
+                >
+                  {({ ref, value, onChange, onBlur, id }) => (
+                    <Input
+                      id={id}
+                      ref={ref}
+                      type="number"
+                      min={TOP_K_MIN}
+                      max={TOP_K_MAX}
+                      value={value}
+                      onChange={(event) => onChange(event.target.valueAsNumber)}
+                      onBlur={() => {
+                        onChange(Number.isNaN(value) ? DEFAULT_FORM_VALUES.top_k : clampTopK(value));
+                        onBlur();
+                      }}
+                      disabled={isUpdating}
+                    />
+                  )}
+                </FormField>
+
+                <FormField
+                  control={form.control}
+                  name="similarity_threshold"
+                  label={labelWithHint(
+                    "Similarity Threshold",
+                    "Lowest cosine similarity a tool needs to appear in semantic results. 0 means no cutoff.",
+                  )}
+                >
+                  {({ value, onChange, id }) => (
+                    <div className="w-full">
+                      <Slider
+                        id={id}
+                        min={0}
+                        max={1}
+                        step={0.05}
+                        value={[value]}
+                        onValueChange={(next) => onChange(Array.isArray(next) ? next[0] : next)}
+                        disabled={isUpdating}
+                      />
+                      <div className="relative mt-2 h-4 text-xs text-muted-foreground">
+                        {SIMILARITY_THRESHOLD_MARKS.map((mark) => (
+                          <span key={mark} className="absolute -translate-x-1/2" style={{ left: `${mark * 100}%` }}>
+                            {mark.toFixed(1)}
+                          </span>
+                        ))}
+                      </div>
+                    </div>
+                  )}
+                </FormField>
+              </FieldGroup>
+            </CardContent>
+          </Card>
+
+          <Card className="mb-4">
+            <CardHeader className="border-b">
+              <CardTitle>Core Tools</CardTitle>
+            </CardHeader>
+            <CardContent>
+              <FieldGroup>
+                <FormField
+                  control={form.control}
+                  name="core_tools_text"
+                  label={labelWithHint(
+                    "Always Returned First",
+                    "One tool name per line, e.g. my_server-get_rates. Listed before ranked results whenever the caller is allowed to use them.",
+                  )}
+                >
+                  {({ ref, value, onChange, onBlur, id }) => (
+                    <Textarea
+                      id={id}
+                      ref={ref}
+                      value={value}
+                      placeholder={"my_server-get_rates\nmy_server-list_accounts"}
+                      onChange={(event) => onChange(event.target.value)}
+                      onBlur={onBlur}
+                      disabled={isUpdating}
+                    />
+                  )}
+                </FormField>
+              </FieldGroup>
+            </CardContent>
+          </Card>
+
+          <div className="flex justify-end gap-2">
+            <Button
+              type="button"
+              onClick={() => void form.handleSubmit(handleSave)()}
+              disabled={!isDirty || isUpdating}
+            >
+              {isUpdating ? <UiLoadingSpinner className="size-4" /> : <Save />}
+              Save Settings
+            </Button>
+          </div>
+        </form>
+      </TooltipProvider>
+    </div>
+  );
+}
diff --git a/ui/litellm-dashboard/src/components/Settings/AdminSettings/MCPToolSearchSettings/toolSearchForm.test.ts b/ui/litellm-dashboard/src/components/Settings/AdminSettings/MCPToolSearchSettings/toolSearchForm.test.ts
new file mode 100644
index 00000000000..2f9032537c1
--- /dev/null
+++ b/ui/litellm-dashboard/src/components/Settings/AdminSettings/MCPToolSearchSettings/toolSearchForm.test.ts
@@ -0,0 +1,60 @@
+import { describe, expect, it } from "vitest";
+import { DEFAULT_FORM_VALUES, formToPayload, parseCoreTools, storedValuesToForm } from "./toolSearchForm";
+
+const STORED_SEMANTIC = {
+  embedding_model: "text-embedding-3-small",
+  top_k: 3,
+  similarity_threshold: 0.25,
+  core_tools: ["treasury-get_rates", "treasury-list_accounts"],
+};
+
+const SEMANTIC_FORM = {
+  embedding_model: "text-embedding-3-small",
+  top_k: 3,
+  similarity_threshold: 0.25,
+  core_tools_text: "treasury-get_rates\ntreasury-list_accounts",
+};
+
+const KEYWORD_PAYLOAD = { embedding_model: null, top_k: 5, similarity_threshold: 0, core_tools: [] };
+
+const OVERSIZED_FORM = {
+  embedding_model: "emb",
+  top_k: 400,
+  similarity_threshold: 0.5,
+  core_tools_text: "treasury-get_rates",
+};
+
+const CLAMPED_PAYLOAD = {
+  embedding_model: "emb",
+  top_k: 100,
+  similarity_threshold: 0.5,
+  core_tools: ["treasury-get_rates"],
+};
+
+describe("storedValuesToForm", () => {
+  it("maps stored settings onto the form, joining core tools one per line", () => {
+    expect(storedValuesToForm(STORED_SEMANTIC)).toEqual(SEMANTIC_FORM);
+  });
+
+  it("falls back to keyword defaults when nothing usable is stored", () => {
+    expect(storedValuesToForm({})).toEqual(DEFAULT_FORM_VALUES);
+    expect(storedValuesToForm({ embedding_model: null, top_k: "7" })).toEqual(DEFAULT_FORM_VALUES);
+  });
+});
+
+describe("parseCoreTools", () => {
+  it("splits on newlines and commas, trims, drops blanks and duplicates in order", () => {
+    expect(parseCoreTools(" a-x \n\nb-y, a-x ,c-z\n")).toEqual(["a-x", "b-y", "c-z"]);
+  });
+});
+
+describe("formToPayload", () => {
+  it("sends null for a cleared embedding model so the proxy returns to keyword matching", () => {
+    expect(formToPayload({ ...DEFAULT_FORM_VALUES, embedding_model: "  " })).toEqual(KEYWORD_PAYLOAD);
+  });
+
+  it("clamps top_k into the range the proxy accepts and lists core tools", () => {
+    expect(formToPayload(OVERSIZED_FORM)).toEqual(CLAMPED_PAYLOAD);
+    expect(formToPayload({ ...DEFAULT_FORM_VALUES, top_k: 0 }).top_k).toBe(1);
+  });
+});
diff --git a/ui/litellm-dashboard/src/components/Settings/AdminSettings/MCPToolSearchSettings/toolSearchForm.ts b/ui/litellm-dashboard/src/components/Settings/AdminSettings/MCPToolSearchSettings/toolSearchForm.ts
new file mode 100644
index 00000000000..f10bfd249d7
--- /dev/null
+++ b/ui/litellm-dashboard/src/components/Settings/AdminSettings/MCPToolSearchSettings/toolSearchForm.ts
@@ -0,0 +1,49 @@
+import type { MCPToolSearchSettings } from "@/app/(dashboard)/hooks/mcpToolSearchSettings/useMCPToolSearchSettings";
+
+export interface ToolSearchFormValues {
+  embedding_model: string;
+  top_k: number;
+  similarity_threshold: number;
+  core_tools_text: string;
+}
+
+export const TOP_K_MIN = 1;
+export const TOP_K_MAX = 100;
+
+export const DEFAULT_FORM_VALUES: ToolSearchFormValues = {
+  embedding_model: "",
+  top_k: 5,
+  similarity_threshold: 0,
+  core_tools_text: "",
+};
+
+const isString = (value: unknown): value is string => typeof value === "string";
+const isNumber = (value: unknown): value is number => typeof value === "number" && Number.isFinite(value);
+
+export const parseCoreTools = (text: string): string[] =>
+  Array.from(
+    new Set(
+      text
+        .split(/[\n,]/)
+        .map((name) => name.trim())
+        .filter((name) => name.length > 0),
+    ),
+  );
+
+export const clampTopK = (value: number): number => Math.min(TOP_K_MAX, Math.max(TOP_K_MIN, Math.round(value)));
+
+export const storedValuesToForm = (values: Record<string, unknown>): ToolSearchFormValues => ({
+  embedding_model: isString(values.embedding_model) ? values.embedding_model : DEFAULT_FORM_VALUES.embedding_model,
+  top_k: isNumber(values.top_k) ? values.top_k : DEFAULT_FORM_VALUES.top_k,
+  similarity_threshold: isNumber(values.similarity_threshold)
+    ? values.similarity_threshold
+    : DEFAULT_FORM_VALUES.similarity_threshold,
+  core_tools_text: Array.isArray(values.core_tools) ? values.core_tools.filter(isString).join("\n") : "",
+});
+
+export const formToPayload = (form: ToolSearchFormValues): MCPToolSearchSettings => ({
+  embedding_model: form.embedding_model.trim() === "" ? null : form.embedding_model.trim(),
+  top_k: clampTopK(form.top_k),
+  similarity_threshold: form.similarity_threshold,
+  core_tools: parseCoreTools(form.core_tools_text),
+});
diff --git a/ui/litellm-dashboard/src/components/Teams.test.tsx b/ui/litellm-dashboard/src/components/Teams.test.tsx
index bee35ac5c5d..2bceb00aae1 100644
--- a/ui/litellm-dashboard/src/components/Teams.test.tsx
+++ b/ui/litellm-dashboard/src/components/Teams.test.tsx
@@ -15,6 +15,7 @@ import {
   teamCreateCall,
 } from "./networking";
 import Teams from "./Teams";
+import { chooseSelectOption } from "../../tests/test-utils";
 
 const can = vi.fn();
 vi.mock("@/app/(dashboard)/hooks/useCan", () => ({
@@ -1488,3 +1489,204 @@ describe("Teams - the exact bytes the create call sends", () => {
     expect(teamCreateCall).not.toHaveBeenCalled();
   });
 });
+
+describe("Teams - the create form keeps the organization and models picks while it is open", () => {
+  const ORGS = [
+    { organization_id: "org-1", organization_alias: "Org 1", models: [], members: [] },
+    { organization_id: "org-2", organization_alias: "Org 2", models: [], members: [] },
+  ];
+
+  const orgField = () => screen.getByRole("combobox", { name: /organization/i });
+  const modelsField = () => screen.getByTestId("create-team-models-select");
+
+  const openCreateModal = async () => {
+    act(() => {
+      fireEvent.click(screen.getAllByRole("button", { name: /create team/i })[0]);
+    });
+    await screen.findByLabelText(/team name/i);
+  };
+
+  beforeEach(() => {
+    vi.clearAllMocks();
+    mockTeamInfoView.mockClear();
+    vi.mocked(fetchAvailableModelsForTeamOrKey).mockResolvedValue(["gpt-4", "gpt-3.5-turbo"]);
+    vi.mocked(fetchMCPAccessGroups).mockResolvedValue([]);
+    vi.mocked(getGuardrailsList).mockResolvedValue({ guardrails: [] });
+    vi.mocked(getDefaultTeamSettings).mockResolvedValue({ values: {} });
+    mockUseOrganizations.mockReturnValue({ data: ORGS });
+  });
+
+  it("keeps both picks when the organizations list comes back changed from a refetch", async () => {
+    const user = userEvent.setup();
+    renderWithQueryClient(<Teams accessToken="test-token" userID="user-123" userRole="Admin" />);
+    await openCreateModal();
+
+    await chooseSelectOption(user, orgField(), /Org 1/);
+    fireEvent.change(modelsField(), { target: { value: "gpt-4" } });
+
+    mockUseOrganizations.mockReturnValue({ data: ORGS.map((org) => ({ ...org, spend: 1 })) });
+    fireEvent.click(screen.getByText("Additional Settings"));
+
+    expect(orgField()).toHaveValue("Org 1");
+    expect(modelsField()).toHaveValue("gpt-4");
+  });
+
+  it("keeps models picked before the available models finish loading", async () => {
+    let resolveModels: (models: string[]) => void = () => {};
+    vi.mocked(fetchAvailableModelsForTeamOrKey).mockReturnValue(
+      new Promise<string[]>((resolve) => {
+        resolveModels = resolve;
+      }),
+    );
+    renderWithQueryClient(<Teams accessToken="test-token" userID="user-123" userRole="Admin" />);
+    await openCreateModal();
+
+    fireEvent.change(modelsField(), { target: { value: "gpt-4" } });
+    await act(async () => {
+      resolveModels(["gpt-4", "gpt-3.5-turbo"]);
+    });
+
+    expect(modelsField()).toHaveValue("gpt-4");
+  });
+
+  it("clears the models pick when the organization is changed, since models are org scoped", async () => {
+    const user = userEvent.setup();
+    renderWithQueryClient(<Teams accessToken="test-token" userID="user-123" userRole="Admin" />);
+    await openCreateModal();
+
+    await chooseSelectOption(user, orgField(), /Org 1/);
+    fireEvent.change(modelsField(), { target: { value: "gpt-4" } });
+    await chooseSelectOption(user, orgField(), /Org 2/);
+
+    await waitFor(() => expect(orgField()).toHaveValue("Org 2"));
+    expect(modelsField()).toHaveValue("");
+  });
+
+  it("keeps the models pick when the same organization is chosen again", async () => {
+    const user = userEvent.setup();
+    renderWithQueryClient(<Teams accessToken="test-token" userID="user-123" userRole="Admin" />);
+    await openCreateModal();
+
+    await chooseSelectOption(user, orgField(), /Org 1/);
+    fireEvent.change(modelsField(), { target: { value: "gpt-4" } });
+    await chooseSelectOption(user, orgField(), /Org 1/);
+
+    expect(orgField()).toHaveValue("Org 1");
+    expect(modelsField()).toHaveValue("gpt-4");
+  });
+
+  it("still preselects the only organization an org admin can create teams in", async () => {
+    mockUseOrganizations.mockReturnValue({
+      data: [
+        {
+          organization_id: "org-1",
+          organization_alias: "Org 1",
+          models: [],
+          members: [{ user_id: "user-123", user_role: "org_admin" }],
+        },
+      ],
+    });
+    renderWithQueryClient(<Teams accessToken="test-token" userID="user-123" userRole="Internal User" />);
+    await openCreateModal();
+
+    expect(orgField()).toHaveValue("Org 1");
+    expect(orgField()).toBeDisabled();
+  });
+
+  it("leaves an org admin able to pick when their admin orgs narrow to one while the form is open", async () => {
+    const orgAdminOrgs = [
+      {
+        organization_id: "org-1",
+        organization_alias: "Org 1",
+        models: [],
+        members: [{ user_id: "user-123", user_role: "org_admin" }],
+      },
+      {
+        organization_id: "org-2",
+        organization_alias: "Org 2",
+        models: [],
+        members: [{ user_id: "user-123", user_role: "org_admin" }],
+      },
+    ];
+    mockUseOrganizations.mockReturnValue({ data: orgAdminOrgs });
+    renderWithQueryClient(<Teams accessToken="test-token" userID="user-123" userRole="Internal User" />);
+    await openCreateModal();
+    expect(orgField()).toHaveValue("");
+
+    mockUseOrganizations.mockReturnValue({ data: [orgAdminOrgs[0]] });
+    fireEvent.click(screen.getByText("Additional Settings"));
+
+    expect(orgField()).toBeEnabled();
+  });
+
+  it("refuses to create the team in an organization the admin has lost access to", async () => {
+    const user = userEvent.setup();
+    const orgAdminOrgs = ORGS.map((org) => ({ ...org, members: [{ user_id: "user-123", user_role: "org_admin" }] }));
+    mockUseOrganizations.mockReturnValue({ data: orgAdminOrgs });
+    renderWithQueryClient(<Teams accessToken="test-token" userID="user-123" userRole="Internal User" />);
+    await openCreateModal();
+
+    fireEvent.change(screen.getByTestId("team-name-input"), { target: { value: "Revoked Team" } });
+    await chooseSelectOption(user, orgField(), /Org 1/);
+
+    mockUseOrganizations.mockReturnValue({ data: [orgAdminOrgs[1]] });
+    fireEvent.click(screen.getByText("Additional Settings"));
+
+    const submitButtons = screen.getAllByRole("button", { name: /create team/i });
+    fireEvent.click(submitButtons[submitButtons.length - 1]);
+
+    await screen.findByText(/no longer create teams in this organization/i);
+    expect(teamCreateCall).not.toHaveBeenCalled();
+  });
+
+  it("lets the admin switch to the one organization left after losing access to their pick", async () => {
+    const user = userEvent.setup();
+    const orgAdminOrgs = ORGS.map((org) => ({ ...org, members: [{ user_id: "user-123", user_role: "org_admin" }] }));
+    mockUseOrganizations.mockReturnValue({ data: orgAdminOrgs });
+    const createdTeam = {
+      team_id: "new-team-1",
+      team_alias: "Recovered Team",
+      models: [],
+      organization_id: "org-2",
+      keys: [],
+      members_with_roles: [],
+      spend: 0,
+    };
+    vi.mocked(teamCreateCall).mockResolvedValue(createdTeam);
+    renderWithQueryClient(<Teams accessToken="test-token" userID="user-123" userRole="Internal User" />);
+    await openCreateModal();
+
+    fireEvent.change(screen.getByTestId("team-name-input"), { target: { value: "Recovered Team" } });
+    await chooseSelectOption(user, orgField(), /Org 1/);
+
+    mockUseOrganizations.mockReturnValue({ data: [orgAdminOrgs[1]] });
+    fireEvent.click(screen.getByText("Additional Settings"));
+
+    expect(orgField()).toBeEnabled();
+    await chooseSelectOption(user, orgField(), /Org 2/);
+    const submitButtons = screen.getAllByRole("button", { name: /create team/i });
+    fireEvent.click(submitButtons[submitButtons.length - 1]);
+
+    await waitFor(() =>
+      expect(teamCreateCall).toHaveBeenCalledWith(
+        "test-token",
+        expect.objectContaining({ team_alias: "Recovered Team", organization_id: "org-2" }),
+      ),
+    );
+  });
+
+  it("starts the form clean again when the modal is closed and reopened", async () => {
+    const user = userEvent.setup();
+    renderWithQueryClient(<Teams accessToken="test-token" userID="user-123" userRole="Admin" />);
+    await openCreateModal();
+
+    await chooseSelectOption(user, orgField(), /Org 1/);
+    fireEvent.change(modelsField(), { target: { value: "gpt-4" } });
+    fireEvent.click(screen.getByRole("button", { name: /^close$/i }));
+    await waitFor(() => expect(screen.queryByLabelText(/team name/i)).not.toBeInTheDocument());
+
+    await openCreateModal();
+    expect(orgField()).toHaveValue("");
+    expect(modelsField()).toHaveValue("");
+  });
+});
diff --git a/ui/litellm-dashboard/src/components/Teams.tsx b/ui/litellm-dashboard/src/components/Teams.tsx
index e2eda4adb23..ef58237a6aa 100644
--- a/ui/litellm-dashboard/src/components/Teams.tsx
+++ b/ui/litellm-dashboard/src/components/Teams.tsx
@@ -208,7 +208,6 @@ const Teams: React.FC<TeamProps> = ({ accessToken, userID, userRole, premiumUser
   const queryClient = useQueryClient();
   const refreshTeams = () => queryClient.invalidateQueries({ queryKey: teamsTableKeys.all });
   const [currentOrg] = useState<Organization | null>(null);
-  const [currentOrgForCreateTeam, setCurrentOrgForCreateTeam] = useState<Organization | null>(null);
 
   const isOrgAdmin = userRole !== "Admin";
   const [additionalSettingsOpen, setAdditionalSettingsOpen] = useState(false);
@@ -216,17 +215,33 @@ const Teams: React.FC<TeamProps> = ({ accessToken, userID, userRole, premiumUser
   const [agentSettingsOpen, setAgentSettingsOpen] = useState(false);
   const [searchToolSettingsOpen, setSearchToolSettingsOpen] = useState(false);
 
+  const adminOrgs = useMemo(
+    () => getAdminOrganizations(userRole, userID, organizations),
+    [userRole, userID, organizations],
+  );
+
   const teamCreateSchema = useMemo(
     () =>
       teamCreateFieldsSchema.superRefine((values, ctx) => {
         if (isOrgAdmin && !values.organization_id) {
           ctx.addIssue({ code: "custom", message: SUPPRESSED_BY_DESCRIPTION, path: ["organization_id"] });
         }
+        const organizationIsStillPickable =
+          values.organization_id == null ||
+          organizations == null ||
+          adminOrgs.some((org) => org.organization_id === values.organization_id);
+        if (!organizationIsStillPickable) {
+          ctx.addIssue({
+            code: "custom",
+            message: "You can no longer create teams in this organization",
+            path: ["organization_id"],
+          });
+        }
         if (additionalSettingsOpen && !isParsableJson(values.secret_manager_settings)) {
           ctx.addIssue({ code: "custom", message: SUPPRESSED_BY_DESCRIPTION, path: ["secret_manager_settings"] });
         }
       }),
-    [isOrgAdmin, additionalSettingsOpen],
+    [isOrgAdmin, additionalSettingsOpen, adminOrgs, organizations],
   );
 
   const form = useZodForm(teamCreateSchema, { defaultValues: EMPTY_TEAM_CREATE_VALUES });
@@ -264,28 +279,6 @@ const Teams: React.FC<TeamProps> = ({ accessToken, userID, userRole, premiumUser
     ? `Default: ${getBudgetDurationLabel(defaultBudgetDuration)} (${defaultBudgetDuration})`
     : "n/a";
 
-  useEffect(() => {
-    form.setValue("models", []);
-  }, [currentOrgForCreateTeam, userModels]);
-
-  // Handle organization preselection when modal opens
-  useEffect(() => {
-    if (isTeamModalVisible) {
-      const adminOrgs = getAdminOrganizations(userRole, userID, organizations);
-
-      // Org admins must scope a team to an org, so with exactly one we preselect it.
-      // Proxy admins can create org-less teams, so the field stays optional regardless of org count.
-      if (isOrgAdmin && adminOrgs.length === 1) {
-        const org = adminOrgs[0];
-        form.setValue("organization_id", org.organization_id);
-        setCurrentOrgForCreateTeam(org);
-      } else {
-        form.setValue("organization_id", currentOrg?.organization_id || null);
-        setCurrentOrgForCreateTeam(currentOrg);
-      }
-    }
-  }, [isTeamModalVisible, isOrgAdmin, userRole, userID, organizations, currentOrg]);
-
   // Add this useEffect to fetch guardrails
   useEffect(() => {
     const fetchGuardrails = async () => {
@@ -320,6 +313,26 @@ const Teams: React.FC<TeamProps> = ({ accessToken, userID, userRole, premiumUser
     if (canViewPolicies) fetchPolicies();
   }, [accessToken, canViewPolicies]);
 
+  const openCreateTeamModal = () => {
+    // Org admins must scope a team to an org, so with exactly one we preselect it.
+    // Proxy admins can create org-less teams, so the field stays optional regardless of org count.
+    if (isOrgAdmin && adminOrgs.length === 1) {
+      form.setValue("organization_id", adminOrgs[0].organization_id);
+    }
+    setIsTeamModalVisible(true);
+  };
+
+  const selectCreateTeamOrganization = (
+    next: string,
+    currentOrganizationId: string | null,
+    onChange: (organizationId: string | null) => void,
+  ) => {
+    const nextOrganizationId = next === "" ? null : next;
+    if (nextOrganizationId === currentOrganizationId) return;
+    onChange(nextOrganizationId);
+    form.setValue("models", []);
+  };
+
   const resetCreateForm = () => {
     form.reset(EMPTY_TEAM_CREATE_VALUES);
     setAdditionalSettingsOpen(false);
@@ -636,7 +649,7 @@ const Teams: React.FC<TeamProps> = ({ accessToken, userID, userRole, premiumUser
             subtitle="Manage teams, members, and their access to models and budgets"
             primaryAction={
               canCreateOrManageTeams(userRole, userID, organizations) ? (
-                <UIButton onClick={() => setIsTeamModalVisible(true)} data-testid="create-team-button">
+                <UIButton onClick={openCreateTeamModal} data-testid="create-team-button">
                   <Plus className="size-4" />
                   Create Team
                 </UIButton>
@@ -683,9 +696,9 @@ const Teams: React.FC<TeamProps> = ({ accessToken, userID, userRole, premiumUser
                     )}
                   </FormField>
                   {(() => {
-                    const adminOrgs = getAdminOrganizations(userRole, userID, organizations);
                     const isSingleOrg = adminOrgs.length === 1;
                     const hasNoOrgs = adminOrgs.length === 0;
+                    const soleOrganizationId = isSingleOrg ? adminOrgs[0].organization_id ?? null : null;
 
                     return (
                       <>
@@ -715,18 +728,13 @@ const Teams: React.FC<TeamProps> = ({ accessToken, userID, userRole, premiumUser
                                 label: org.organization_alias ?? "",
                                 sublabel: org.organization_id ?? "",
                               }))}
-                              disabled={isOrgAdmin && isSingleOrg}
+                              disabled={isOrgAdmin && soleOrganizationId !== null && value === soleOrganizationId}
                               allowClear={!isOrgAdmin}
                               placeholder={
                                 hasNoOrgs ? "No organizations available" : "Search or select an Organization"
                               }
                               emptyText="No organizations available"
-                              onValueChange={(next) => {
-                                onChange(next === "" ? null : next);
-                                setCurrentOrgForCreateTeam(
-                                  adminOrgs.find((org) => org.organization_id === next) ?? null,
-                                );
-                              }}
+                              onValueChange={(next) => selectCreateTeamOrganization(next, value ?? null, onChange)}
                             />
                           )}
                         </FormField>
diff --git a/ui/litellm-dashboard/src/components/VirtualKeysPage/VirtualKeysTable.test.tsx b/ui/litellm-dashboard/src/components/VirtualKeysPage/VirtualKeysTable.test.tsx
index b06448912d0..c69662b69dc 100644
--- a/ui/litellm-dashboard/src/components/VirtualKeysPage/VirtualKeysTable.test.tsx
+++ b/ui/litellm-dashboard/src/components/VirtualKeysPage/VirtualKeysTable.test.tsx
@@ -4,6 +4,7 @@ import type { OnUrlUpdateFunction } from "nuqs/adapters/testing";
 import { vi, it, expect, beforeEach, describe, Mock, MockedFunction } from "vitest";
 import { chooseSelectOption, renderWithProviders } from "../../../tests/test-utils";
 import { VirtualKeysTable } from "./VirtualKeysTable";
+import { KEY_TABLE_SORT_FIELDS } from "./keyTableColumns";
 import { KeyResponse, Team } from "../key_team_helpers/key_list";
 import { useKeyInfo } from "@/app/(dashboard)/hooks/keys/useKeyInfo";
 import { KeysResponse, useKeys } from "@/app/(dashboard)/hooks/keys/useKeys";
@@ -176,8 +177,12 @@ const keysResult = (keys: KeyResponse[], data: Partial<KeysResponse> = {}, extra
 
 const openFilters = () => fireEvent.click(screen.getByRole("button", { name: "Filters" }));
 
-const lastKeyParam = (onUrlUpdate: Mock<OnUrlUpdateFunction>) =>
-  onUrlUpdate.mock.calls.at(-1)?.[0].searchParams.get("key");
+const lastSearchParam = (onUrlUpdate: Mock<OnUrlUpdateFunction>, name: string) =>
+  onUrlUpdate.mock.calls.at(-1)?.[0].searchParams.get(name);
+
+const lastKeyParam = (onUrlUpdate: Mock<OnUrlUpdateFunction>) => lastSearchParam(onUrlUpdate, "key");
+
+const lastHistoryMode = (onUrlUpdate: Mock<OnUrlUpdateFunction>) => onUrlUpdate.mock.calls.at(-1)?.[0].options.history;
 
 beforeEach(() => {
   vi.clearAllMocks();
@@ -374,6 +379,7 @@ it("clicking the key cell deep-links via ?key=", async () => {
   await waitFor(() => {
     expect(lastKeyParam(onUrlUpdate)).toBe(mockKey.token);
   });
+  expect(lastHistoryMode(onUrlUpdate)).toBe("push");
 });
 
 it("renders KeyInfoView when the URL has ?key= for a key on the current page, without refetching it", async () => {
@@ -414,6 +420,7 @@ it("repoints ?key= to the rotated hash once the regenerate dialog is dismissed",
   await waitFor(() => {
     expect(lastKeyParam(onUrlUpdate)).toBe("rotated-hash-456");
   });
+  expect(lastHistoryMode(onUrlUpdate)).toBe("replace");
 });
 
 it("fetches the key by id when the URL has ?key= for a key not in the loaded page", async () => {
@@ -510,7 +517,8 @@ describe("server-side filtering – the LIT-4080 regression guard", () => {
   });
 
   it("drops the filter from the useKeys query when it is cleared", async () => {
-    renderWithProviders(<VirtualKeysTable />);
+    const onUrlUpdate = vi.fn<OnUrlUpdateFunction>();
+    renderWithProviders(<VirtualKeysTable />, { onUrlUpdate });
 
     openFilters();
     const userIdInput = await screen.findByPlaceholderText(/Enter User ID/);
@@ -520,6 +528,12 @@ describe("server-side filtering – the LIT-4080 regression guard", () => {
     await waitFor(() => {
       expect(mockUseKeys).toHaveBeenLastCalledWith(1, 50, expect.objectContaining({ userID: "user-42" }));
     });
+    // Let the filter reach the URL before clearing it: NuqsTestingAdapter runs
+    // resetUrlUpdateQueueOnMount on every render, so a still-queued write can be
+    // aborted by the re-render its own predecessor triggers.
+    await waitFor(() => {
+      expect(lastSearchParam(onUrlUpdate, "filter_user")).toBe("user-42");
+    });
 
     fireEvent.click(screen.getByTestId("datatable-clear-filters"));
 
@@ -638,3 +652,183 @@ describe("Status column reflects blocked / expiry / scim metadata", () => {
     });
   });
 });
+
+describe("table state lives in the URL so it survives leaving and returning to the page", () => {
+  it("restores the search term, sort and pagination from the URL on mount", async () => {
+    renderWithProviders(<VirtualKeysTable />, {
+      searchParams: { key_search: "prod", sort_by: "spend", sort_order: "asc", page: "3", page_size: "25" },
+    });
+
+    await waitFor(() => {
+      expect(mockUseKeys).toHaveBeenLastCalledWith(
+        3,
+        25,
+        expect.objectContaining({ selectedKeyAlias: "prod", sortBy: "spend", sortOrder: "asc" }),
+      );
+    });
+    expect(screen.getByPlaceholderText(/Search by key alias/)).toHaveValue("prod");
+  });
+
+  it("restores the drawer filters from the URL on mount", async () => {
+    renderWithProviders(<VirtualKeysTable />, { searchParams: { filter_team: "team-1", filter_user: "user-42" } });
+
+    await waitFor(() => {
+      expect(mockUseKeys).toHaveBeenLastCalledWith(
+        1,
+        50,
+        expect.objectContaining({ teamID: "team-1", userID: "user-42" }),
+      );
+    });
+    expect(screen.getByTestId("filter-chip-team_id")).toHaveTextContent("Test Team");
+  });
+
+  it("writes the search term to the URL", async () => {
+    const onUrlUpdate = vi.fn<OnUrlUpdateFunction>();
+    renderWithProviders(<VirtualKeysTable />, { onUrlUpdate });
+
+    fireEvent.change(screen.getByPlaceholderText(/Search by key alias/), { target: { value: "prod" } });
+
+    await waitFor(() => {
+      expect(lastSearchParam(onUrlUpdate, "key_search")).toBe("prod");
+    });
+  });
+
+  it("writes the sort field and direction to the URL", async () => {
+    const onUrlUpdate = vi.fn<OnUrlUpdateFunction>();
+    renderWithProviders(<VirtualKeysTable />, { onUrlUpdate });
+
+    fireEvent.click(screen.getByRole("button", { name: "Key" }));
+
+    await waitFor(() => {
+      expect(lastSearchParam(onUrlUpdate, "sort_by")).toBe("key_alias");
+    });
+    expect(lastSearchParam(onUrlUpdate, "sort_order")).toBe("asc");
+  });
+
+  it("writes an applied drawer filter to the URL and clears it again", async () => {
+    const onUrlUpdate = vi.fn<OnUrlUpdateFunction>();
+    renderWithProviders(<VirtualKeysTable />, { onUrlUpdate });
+
+    openFilters();
+    fireEvent.change(await screen.findByPlaceholderText(/Enter User ID/), { target: { value: "user-42" } });
+    fireEvent.click(screen.getByTestId("filter-drawer-apply"));
+
+    await waitFor(() => {
+      expect(lastSearchParam(onUrlUpdate, "filter_user")).toBe("user-42");
+    });
+
+    fireEvent.click(screen.getByTestId("datatable-clear-filters"));
+
+    await waitFor(() => {
+      expect(lastSearchParam(onUrlUpdate, "filter_user")).toBeNull();
+    });
+    expect(screen.queryByTestId("filter-chip-user_id")).not.toBeInTheDocument();
+  });
+
+  it("returns to page 1 when the search term changes", async () => {
+    const onUrlUpdate = vi.fn<OnUrlUpdateFunction>();
+    renderWithProviders(<VirtualKeysTable />, { searchParams: { page: "3" }, onUrlUpdate });
+
+    await waitFor(() => {
+      expect(mockUseKeys).toHaveBeenLastCalledWith(3, 50, expect.anything());
+    });
+
+    fireEvent.change(screen.getByPlaceholderText(/Search by key alias/), { target: { value: "prod" } });
+
+    await waitFor(() => {
+      expect(mockUseKeys).toHaveBeenLastCalledWith(1, 50, expect.objectContaining({ selectedKeyAlias: "prod" }));
+    });
+    await waitFor(() => {
+      expect(lastSearchParam(onUrlUpdate, "page")).toBeNull();
+    });
+  });
+
+  it("leaves the create-key deep link's team_id alone instead of filtering the list with it", async () => {
+    renderWithProviders(<VirtualKeysTable />, { searchParams: { create: "true", team_id: "team-1" } });
+
+    await waitFor(() => {
+      expect(mockUseKeys).toHaveBeenLastCalledWith(1, 50, expect.objectContaining({ teamID: undefined }));
+    });
+    expect(screen.queryByTestId("filter-chip-team_id")).not.toBeInTheDocument();
+  });
+
+  it.each([
+    ["0", 1],
+    ["-3", 1],
+  ])("clamps a hand-edited page of %s up to the first page", async (page, expected) => {
+    renderWithProviders(<VirtualKeysTable />, { searchParams: { page } });
+
+    await waitFor(() => {
+      expect(mockUseKeys).toHaveBeenLastCalledWith(expected, 50, expect.anything());
+    });
+  });
+
+  it.each([
+    ["0", 1],
+    ["1000", 100],
+  ])("clamps a hand-edited page_size of %s into the range /key/list accepts", async (pageSize, expected) => {
+    renderWithProviders(<VirtualKeysTable />, { searchParams: { page_size: pageSize } });
+
+    await waitFor(() => {
+      expect(mockUseKeys).toHaveBeenLastCalledWith(1, expected, expect.anything());
+    });
+  });
+
+  it("trims whitespace off a filter that arrived from the URL", async () => {
+    renderWithProviders(<VirtualKeysTable />, { searchParams: { filter_user: "  user-42  " } });
+
+    await waitFor(() => {
+      expect(mockUseKeys).toHaveBeenLastCalledWith(1, 50, expect.objectContaining({ userID: "user-42" }));
+    });
+  });
+
+  it("falls back to the default sort when the URL names a column the table cannot sort by", async () => {
+    renderWithProviders(<VirtualKeysTable />, { searchParams: { sort_by: "totally_unknown_field" } });
+
+    await waitFor(() => {
+      expect(mockUseKeys).toHaveBeenLastCalledWith(
+        1,
+        50,
+        expect.objectContaining({ sortBy: "created_at", sortOrder: "desc" }),
+      );
+    });
+    expect(screen.getByText("Test Key Alias")).toBeInTheDocument();
+  });
+
+  it.each(KEY_TABLE_SORT_FIELDS)("round-trips a %s sort from the URL", async (field) => {
+    renderWithProviders(<VirtualKeysTable />, { searchParams: { sort_by: field, sort_order: "asc" } });
+
+    await waitFor(() => {
+      expect(mockUseKeys).toHaveBeenLastCalledWith(1, 50, expect.objectContaining({ sortBy: field, sortOrder: "asc" }));
+    });
+  });
+
+  it("clears sort_by from the URL when the Spend / Budget sort is reset", async () => {
+    const user = userEvent.setup();
+    const onUrlUpdate = vi.fn<OnUrlUpdateFunction>();
+    renderWithProviders(<VirtualKeysTable />, { onUrlUpdate });
+
+    await chooseSelectOption(user, screen.getByTestId("sort-trigger-spend"), "Spend ascending", "menuitem");
+    await waitFor(() => {
+      expect(lastSearchParam(onUrlUpdate, "sort_by")).toBe("spend");
+    });
+
+    await chooseSelectOption(user, screen.getByTestId("sort-trigger-spend"), "Reset", "menuitem");
+
+    await waitFor(() => {
+      expect(lastSearchParam(onUrlUpdate, "sort_by")).toBeNull();
+    });
+    expect(lastSearchParam(onUrlUpdate, "sort_order")).toBeNull();
+  });
+
+  it("drops the search param back out of the URL when the search box is cleared", async () => {
+    const onUrlUpdate = vi.fn<OnUrlUpdateFunction>();
+    renderWithProviders(<VirtualKeysTable />, { searchParams: { key_search: "prod" }, onUrlUpdate });
+
+    fireEvent.change(screen.getByPlaceholderText(/Search by key alias/), { target: { value: "" } });
+
+    await waitFor(() => {
+      expect(lastSearchParam(onUrlUpdate, "key_search")).toBeNull();
+    });
+  });
+});
diff --git a/ui/litellm-dashboard/src/components/VirtualKeysPage/VirtualKeysTable.tsx b/ui/litellm-dashboard/src/components/VirtualKeysPage/VirtualKeysTable.tsx
index 7dd25ca1fd0..c424966a0a3 100644
--- a/ui/litellm-dashboard/src/components/VirtualKeysPage/VirtualKeysTable.tsx
+++ b/ui/litellm-dashboard/src/components/VirtualKeysPage/VirtualKeysTable.tsx
@@ -15,34 +15,65 @@ import { SearchSelect } from "@/components/shared/SearchSelect";
 import { PageHeader } from "@/components/shared/PageHeader";
 import { Input } from "@/components/ui/input";
 import { useDebouncedValue } from "@tanstack/react-pacer/debouncer";
-import { ColumnFiltersState, OnChangeFn, PaginationState, SortingState } from "@tanstack/react-table";
+import { ColumnFiltersState, functionalUpdate, OnChangeFn, PaginationState, SortingState } from "@tanstack/react-table";
 import { KeyRound } from "lucide-react";
-import { parseAsString, useQueryState } from "nuqs";
+import { createParser, parseAsInteger, parseAsString, parseAsStringLiteral, useQueryState, useQueryStates } from "nuqs";
 import React, { useCallback, useMemo, useState } from "react";
 
 import { KeyResponse, Team } from "../key_team_helpers/key_list";
 import KeyInfoView from "../templates/key_info_view";
-import { getKeyTableColumns, KEY_TABLE_HIDDEN_COLUMNS } from "./keyTableColumns";
+import { getKeyTableColumns, KEY_TABLE_HIDDEN_COLUMNS, KEY_TABLE_SORT_FIELDS } from "./keyTableColumns";
 
 interface VirtualKeysTableProps {
   headerActions?: React.ReactNode;
 }
 
-const DEFAULT_SORTING: SortingState = [{ id: "created_at", desc: true }];
+const FILTER_COLUMNS = ["team_id", "org_id", "user_id", "key_hash"] as const;
+type FilterColumn = (typeof FILTER_COLUMNS)[number];
 
-const toSortOrder = (sorting: SortingState): "asc" | "desc" | undefined => {
-  const active = sorting[0];
-  if (!active) return undefined;
-  return active.desc ? "desc" : "asc";
-};
-
-const FILTER_LABELS: Record<string, string> = {
+const FILTER_LABELS: Record<FilterColumn, string> = {
   team_id: "Team",
   org_id: "Organization",
   user_id: "User ID",
   key_hash: "Key ID",
 };
 
+const DEFAULT_SORT_BY = "created_at";
+const DEFAULT_SORT_ORDER = "desc";
+const DEFAULT_PAGE_SIZE = 50;
+const MAX_PAGE_SIZE = 100;
+const MAX_PAGE = 100_000;
+
+const boundedInteger = (min: number, max: number, fallback: number) =>
+  createParser({
+    parse: (value: string) => {
+      const parsed = parseAsInteger.parse(value);
+      return parsed === null ? null : Math.min(Math.max(parsed, min), max);
+    },
+    serialize: String,
+  }).withDefault(fallback);
+
+// The filters carry a prefix because /api-keys also takes team_id, key_alias and key_type
+// as create-key prefills; an unprefixed filter would hijack those deep links.
+const TABLE_STATE = {
+  key_search: parseAsString.withDefault(""),
+  sort_by: parseAsString.withDefault(DEFAULT_SORT_BY),
+  sort_order: parseAsStringLiteral(["asc", "desc"] as const).withDefault(DEFAULT_SORT_ORDER),
+  page: boundedInteger(1, MAX_PAGE, 1),
+  page_size: boundedInteger(1, MAX_PAGE_SIZE, DEFAULT_PAGE_SIZE),
+  filter_team: parseAsString.withDefault(""),
+  filter_org: parseAsString.withDefault(""),
+  filter_user: parseAsString.withDefault(""),
+  filter_key_id: parseAsString.withDefault(""),
+};
+
+const toSortOrder = (active: SortingState[number]): "asc" | "desc" => (active.desc ? "desc" : "asc");
+
+const filterValue = (filters: ColumnFiltersState, column: FilterColumn): string | null => {
+  const value = filters.find((filter) => filter.id === column)?.value;
+  return (typeof value === "string" ? value.trim() : "") || null;
+};
+
 export function VirtualKeysTable({ headerActions }: VirtualKeysTableProps) {
   const { data: fetchedOrganizations } = useOrganizations();
   const organizations = useMemo(() => fetchedOrganizations ?? [], [fetchedOrganizations]);
@@ -50,32 +81,48 @@ export function VirtualKeysTable({ headerActions }: VirtualKeysTableProps) {
   const allTeams = useMemo<Team[]>(() => fetchedTeams ?? [], [fetchedTeams]);
 
   const [selectedKeyId, setSelectedKeyId] = useQueryState("key", parseAsString.withOptions({ history: "push" }));
-  const [sorting, setSorting] = useState<SortingState>(DEFAULT_SORTING);
-  const [tablePagination, setTablePagination] = useState<PaginationState>({ pageIndex: 0, pageSize: 50 });
-  const [columnFilters, setColumnFilters] = useState<ColumnFiltersState>([]);
+  const [tableState, setTableState] = useQueryStates(TABLE_STATE);
   const [filtersOpen, setFiltersOpen] = useState(false);
-  const [searchInput, setSearchInput] = useState("");
+  const searchInput = tableState.key_search;
   const [searchQuery] = useDebouncedValue(searchInput, { wait: DEBOUNCE_WAIT_MS });
 
-  const getFilterValue = useCallback(
-    (columnId: string): string | undefined => {
-      const entry = columnFilters.find((filter) => filter.id === columnId);
-      return typeof entry?.value === "string" && entry.value.trim() ? entry.value.trim() : undefined;
-    },
-    [columnFilters],
+  // A hand-edited sort_by the table cannot sort by would 400 at /key/list and leave the page loading.
+  const sortBy = KEY_TABLE_SORT_FIELDS.includes(tableState.sort_by) ? tableState.sort_by : DEFAULT_SORT_BY;
+  const sorting = useMemo<SortingState>(
+    () => [{ id: sortBy, desc: tableState.sort_order === "desc" }],
+    [sortBy, tableState.sort_order],
+  );
+  const tablePagination = useMemo<PaginationState>(
+    () => ({ pageIndex: tableState.page - 1, pageSize: tableState.page_size }),
+    [tableState.page, tableState.page_size],
+  );
+  const { filter_team, filter_org, filter_user, filter_key_id } = tableState;
+  const appliedFilters = useMemo(
+    () => ({
+      team_id: filter_team.trim(),
+      org_id: filter_org.trim(),
+      user_id: filter_user.trim(),
+      key_hash: filter_key_id.trim(),
+    }),
+    [filter_team, filter_org, filter_user, filter_key_id],
+  );
+  const columnFilters = useMemo<ColumnFiltersState>(
+    () =>
+      FILTER_COLUMNS.filter((column) => appliedFilters[column]).map((column) => ({
+        id: column,
+        value: appliedFilters[column],
+      })),
+    [appliedFilters],
   );
 
-  const sortBy = sorting[0]?.id;
-  const sortOrder = toSortOrder(sorting);
-
   const keyListOptions = {
-    teamID: getFilterValue("team_id"),
-    organizationID: getFilterValue("org_id"),
+    teamID: appliedFilters.team_id || undefined,
+    organizationID: appliedFilters.org_id || undefined,
     selectedKeyAlias: searchQuery.trim() || undefined,
-    userID: getFilterValue("user_id"),
-    keyHash: getFilterValue("key_hash"),
+    userID: appliedFilters.user_id || undefined,
+    keyHash: appliedFilters.key_hash || undefined,
     sortBy,
-    sortOrder,
+    sortOrder: tableState.sort_order,
     expand: "user",
   };
 
@@ -89,20 +136,47 @@ export function VirtualKeysTable({ headerActions }: VirtualKeysTableProps) {
   const keyList = useMemo(() => keys?.keys ?? [], [keys]);
   const rowCount = keys?.total_count ?? 0;
 
-  const handleSearchChange = useCallback((value: string) => {
-    setSearchInput(value);
-    setTablePagination((prev) => ({ ...prev, pageIndex: 0 }));
-  }, []);
+  const handleSearchChange = useCallback(
+    (value: string) => {
+      void setTableState({ key_search: value || null, page: null });
+    },
+    [setTableState],
+  );
 
-  const handleSortingChange = useCallback<OnChangeFn<SortingState>>((updaterOrValue) => {
-    setSorting(updaterOrValue);
-    setTablePagination((prev) => ({ ...prev, pageIndex: 0 }));
-  }, []);
+  const handleSortingChange = useCallback<OnChangeFn<SortingState>>(
+    (updaterOrValue) => {
+      const active = functionalUpdate(updaterOrValue, sorting)[0];
+      void setTableState({
+        sort_by: active?.id ?? null,
+        sort_order: active ? toSortOrder(active) : null,
+        page: null,
+      });
+    },
+    [sorting, setTableState],
+  );
 
-  const handleColumnFiltersChange = useCallback<OnChangeFn<ColumnFiltersState>>((updaterOrValue) => {
-    setColumnFilters(updaterOrValue);
-    setTablePagination((prev) => ({ ...prev, pageIndex: 0 }));
-  }, []);
+  const handleColumnFiltersChange = useCallback<OnChangeFn<ColumnFiltersState>>(
+    (updaterOrValue) => {
+      const next = functionalUpdate(updaterOrValue, columnFilters);
+      const nextFilters = {
+        filter_team: filterValue(next, "team_id"),
+        filter_org: filterValue(next, "org_id"),
+        filter_user: filterValue(next, "user_id"),
+        filter_key_id: filterValue(next, "key_hash"),
+        page: null,
+      };
+      void setTableState(nextFilters);
+    },
+    [columnFilters, setTableState],
+  );
+
+  const handlePaginationChange = useCallback<OnChangeFn<PaginationState>>(
+    (updaterOrValue) => {
+      const next = functionalUpdate(updaterOrValue, tablePagination);
+      void setTableState({ page: next.pageIndex + 1, page_size: next.pageSize });
+    },
+    [tablePagination, setTableState],
+  );
 
   const columns = useMemo(
     () => getKeyTableColumns({ allTeams, organizations, onSelectKey: (key) => void setSelectedKeyId(key.token) }),
@@ -143,7 +217,7 @@ export function VirtualKeysTable({ headerActions }: VirtualKeysTableProps) {
     (updated: Partial<KeyResponse>) => {
       const rotatedToken = updated.token ?? updated.token_id;
       if (!rotatedToken || rotatedToken === selectedKeyId) return;
-      void setSelectedKeyId(rotatedToken);
+      void setSelectedKeyId(rotatedToken, { history: "replace" });
       void refetch();
     },
     [refetch, selectedKeyId, setSelectedKeyId],
@@ -199,7 +273,7 @@ export function VirtualKeysTable({ headerActions }: VirtualKeysTableProps) {
         onSortingChange={handleSortingChange}
         paginationMode="server"
         pagination={tablePagination}
-        onPaginationChange={setTablePagination}
+        onPaginationChange={handlePaginationChange}
         rowCount={rowCount}
         filterMode="server"
         columnFilters={columnFilters}
diff --git a/ui/litellm-dashboard/src/components/VirtualKeysPage/keyTableColumns.tsx b/ui/litellm-dashboard/src/components/VirtualKeysPage/keyTableColumns.tsx
index 51b8b734b4c..0865fe76519 100644
--- a/ui/litellm-dashboard/src/components/VirtualKeysPage/keyTableColumns.tsx
+++ b/ui/litellm-dashboard/src/components/VirtualKeysPage/keyTableColumns.tsx
@@ -32,6 +32,14 @@ const SPEND_BUDGET_SORT_FIELDS: DataTableSortField[] = [
   { id: "max_budget", label: "Budget" },
 ];
 
+export const KEY_TABLE_SORT_FIELDS: readonly string[] = [
+  "key_alias",
+  "token",
+  "created_at",
+  "updated_at",
+  ...SPEND_BUDGET_SORT_FIELDS.map((field) => field.id),
+];
+
 const getKeyStatus = (key: KeyResponse): KeyStatus => {
   if (key.blocked === true) {
     const isScimBlocked = (key.metadata as Record<string, unknown> | null | undefined)?.scim_blocked === true;
diff --git a/ui/litellm-dashboard/src/components/add_model/AddModelForm.tsx b/ui/litellm-dashboard/src/components/add_model/AddModelForm.tsx
index ad0f749b189..92951b68fd5 100644
--- a/ui/litellm-dashboard/src/components/add_model/AddModelForm.tsx
+++ b/ui/litellm-dashboard/src/components/add_model/AddModelForm.tsx
@@ -82,7 +82,7 @@ const AddModelForm: React.FC<AddModelFormProps> = ({
   // Using a unique ID to force the ConnectionErrorDisplay to remount and run a fresh test
   const [connectionTestId, setConnectionTestId] = useState<string>("");
 
-  const { accessToken, userRole, premiumUser, userId } = useAuthorized();
+  const { accessToken, userRole, premiumUser, userId, isViewOnly } = useAuthorized();
   const {
     data: providerMetadata,
     isLoading: isProviderMetadataLoading,
@@ -157,7 +157,10 @@ const AddModelForm: React.FC<AddModelFormProps> = ({
   const isTeamAdmin = isUserTeamAdminForAnyTeam(teams, userId);
   // Same owner the Auto-Routers tab uses, so the two creation forms cannot disagree about
   // who has to name a team. This form is only reachable when creation is allowed at all.
-  const createScope = modelCreationScope({ userRole, userID: userId }, { teams, disabledForInternalUsers: false });
+  const createScope = modelCreationScope(
+    { userRole, userID: userId, isViewOnly },
+    { teams, disabledForInternalUsers: false },
+  );
   const requiresTeamScope = createScope === "team-required";
 
   return (
diff --git a/ui/litellm-dashboard/src/components/add_model/ClassificationMethodConfig.tsx b/ui/litellm-dashboard/src/components/add_model/ClassificationMethodConfig.tsx
index 96c93306611..00ee7bd7d6e 100644
--- a/ui/litellm-dashboard/src/components/add_model/ClassificationMethodConfig.tsx
+++ b/ui/litellm-dashboard/src/components/add_model/ClassificationMethodConfig.tsx
@@ -13,6 +13,8 @@ import ClassifierPromptEditor from "./ClassifierPromptEditor";
 import CustomTierPromptEditor from "./CustomTierPromptEditor";
 import { RestrictedSection, restrictedBy } from "./TierRestrictions";
 import HeuristicScoringConfig from "./HeuristicScoringConfig";
+import ClassifierReasoningEffortSelect from "./ClassifierReasoningEffortSelect";
+import type { ReasoningEffort } from "./complexity_router_tiers";
 import { useComplexityScorerDefaults } from "@/app/(dashboard)/hooks/autoRouter/useComplexityScorerDefaults";
 import {
   ClassificationFrequency,
@@ -35,6 +37,7 @@ import {
   heuristicScoringRole,
   usesLlmClassifier,
   DEFAULT_HEURISTIC_FIRST_MAX_TIER,
+  DEFAULT_HYBRID_BOUNDARY_MARGIN,
   HEURISTIC_FIRST_MAX_TIER_KEYS,
   effectiveClassifierType,
 } from "./ComplexityRouterConfig";
@@ -43,9 +46,14 @@ const DEFAULT_SCORING_EXPLANATION =
   "The router scores each request across 7 dimensions: token count, code presence, reasoning markers, technical " +
   "terms, simple indicators, multi-step patterns, and question complexity. The weighted score determines the tier:";
 
+const HEURISTIC_V2_EXPLANATION =
+  "The router estimates success probability for all four tiers with the bundled calibrated model, then selects " +
+  "the first tier that meets its trained threshold. It runs locally with no classifier API call.";
+
 const CLASSIFIER_TIMEOUT_ID = "classifier-timeout-ms";
 const CLASSIFIER_CONTEXT_WINDOW_SIZE_ID = "classifier-context-window-size";
 const CLASSIFIER_CONTEXT_BUDGET_CHARS_ID = "classifier-context-budget-chars";
+const HYBRID_BOUNDARY_MARGIN_ID = "hybrid-boundary-margin";
 
 const CUSTOM_PROMPT_WITH_HEURISTIC_FALLBACK =
   "This router classifies with your own prompt, so the tier comes from whatever rubric it states. The four tier " +
@@ -62,6 +70,7 @@ const CUSTOM_PROMPT_WITH_DEFAULT_MODEL_FALLBACK =
  * at all, so the panel must not keep implying a score is involved on either router.
  */
 const scoringExplanation = (value: ComplexityRouterConfigValue): string => {
+  if (value.classifier_type === "heuristic_v2") return HEURISTIC_V2_EXPLANATION;
   const usesCustomPrompt =
     usesLlmClassifier(value.classifier_type) && Boolean(value.classifier_llm_config?.system_prompt?.trim());
   if (!usesCustomPrompt) return DEFAULT_SCORING_EXPLANATION;
@@ -147,6 +156,7 @@ interface ClassificationMethodConfigProps {
   value: ComplexityRouterConfigValue;
   onChange: (value: ComplexityRouterConfigValue) => void;
   modelOptions: { value: string; label: string }[];
+  effortOptionsByModel: Record<string, string[] | null | undefined>;
   customTechnicalKeywords?: string[];
   onCustomTechnicalKeywordsChange?: (keywords: string[]) => void;
   showValidationErrors?: boolean;
@@ -179,6 +189,17 @@ const ClassifierTypeRadios: React.FC<{
             </span>
           </Label>
         </SimpleTooltip>
+        <SimpleTooltip content={scorerLockedReason}>
+          <Label className="items-start font-normal leading-normal has-data-disabled:cursor-not-allowed has-data-disabled:opacity-50">
+            <RadioGroupItem value="heuristic_v2" className="mt-0.5" disabled={scorerLocked} />
+            <span>
+              <strong className="font-semibold">Heuristic v2</strong>{" "}
+              <span className="text-muted-foreground">
+                uses bundled calibrated four-tier probabilities with no API call
+              </span>
+            </span>
+          </Label>
+        </SimpleTooltip>
         <Label className="items-start font-normal leading-normal">
           <RadioGroupItem value="llm" className="mt-0.5" />
           <span>
@@ -197,6 +218,18 @@ const ClassifierTypeRadios: React.FC<{
             </span>
           </Label>
         </SimpleTooltip>
+        <SimpleTooltip content={scorerLockedReason}>
+          <Label className="items-start font-normal leading-normal has-data-disabled:cursor-not-allowed has-data-disabled:opacity-50">
+            <RadioGroupItem value="hybrid" className="mt-0.5" disabled={scorerLocked} />
+            <span>
+              <strong className="font-semibold">Hybrid</strong>{" "}
+              <span className="text-muted-foreground">
+                keeps the local score at any tier, and only pays for the classifier when that score lands near a tier
+                boundary
+              </span>
+            </span>
+          </Label>
+        </SimpleTooltip>
       </div>
     </RadioGroup>
   );
@@ -206,6 +239,7 @@ const ClassificationMethodConfig: React.FC<ClassificationMethodConfigProps> = ({
   value,
   onChange,
   modelOptions,
+  effortOptionsByModel,
   customTechnicalKeywords,
   onCustomTechnicalKeywordsChange,
   showValidationErrors = false,
@@ -221,6 +255,9 @@ const ClassificationMethodConfig: React.FC<ClassificationMethodConfigProps> = ({
   const contextBudget = value.classifier_context_budget_chars ?? DEFAULT_CLASSIFIER_CONTEXT_BUDGET_CHARS;
   const contextBudgetQuotesNothing = contextBudget > 0 && contextBudget < MIN_QUOTED_CONTEXT_TURN_CHARS;
   const classificationRubric = value.classifier_llm_config?.classification_rubric ?? DEFAULT_CLASSIFICATION_RUBRIC;
+  const classifierModel = value.classifier_llm_config?.model ?? "";
+  const classifierReasoningEffort = value.classifier_llm_config?.reasoning_effort;
+  const explicitlySupportedClassifierEfforts = effortOptionsByModel[classifierModel];
 
   const handleClassifierTypeChange = (classifierType: ClassifierType) => {
     const nextValue: ComplexityRouterConfigValue = {
@@ -247,6 +284,8 @@ const ClassificationMethodConfig: React.FC<ClassificationMethodConfigProps> = ({
         classifierType === "heuristic_first"
           ? value.heuristic_first_max_tier ?? DEFAULT_HEURISTIC_FIRST_MAX_TIER
           : undefined,
+      hybrid_boundary_margin:
+        classifierType === "hybrid" ? value.hybrid_boundary_margin ?? DEFAULT_HYBRID_BOUNDARY_MARGIN : undefined,
     };
     onChange(nextValue);
   };
@@ -255,21 +294,45 @@ const ClassificationMethodConfig: React.FC<ClassificationMethodConfigProps> = ({
     onChange({ ...value, heuristic_first_max_tier: tier });
   };
 
+  const handleHybridBoundaryMarginChange = (raw: string) => {
+    setDraft({ id: HYBRID_BOUNDARY_MARGIN_ID, raw });
+    const parsed = Number(raw);
+    if (raw.trim() === "" || !Number.isFinite(parsed)) return;
+    onChange({ ...value, hybrid_boundary_margin: Math.min(1, Math.max(0, parsed)) });
+  };
+
   const handleClassificationPromptChange = (classificationPrompt: string | undefined) => {
     onChange({ ...value, classification_prompt: classificationPrompt });
   };
 
   const handleClassifierModelChange = (model: string) => {
+    if (model === value.classifier_llm_config?.model) return;
+    const { reasoning_effort: _reasoningEffort, ...classifierLlmConfig } = value.classifier_llm_config ?? {
+      model: "",
+      timeout_ms: DEFAULT_CLASSIFIER_TIMEOUT_MS,
+    };
     onChange({
       ...value,
       classifier_llm_config: {
-        ...value.classifier_llm_config,
+        ...classifierLlmConfig,
         model,
-        timeout_ms: value.classifier_llm_config?.timeout_ms ?? DEFAULT_CLASSIFIER_TIMEOUT_MS,
+        timeout_ms: classifierLlmConfig.timeout_ms,
       },
     });
   };
 
+  const handleClassifierReasoningEffortChange = (reasoningEffort: ReasoningEffort | undefined) => {
+    if (!value.classifier_llm_config) return;
+    const { reasoning_effort: _reasoningEffort, ...classifierLlmConfig } = value.classifier_llm_config;
+    onChange({
+      ...value,
+      classifier_llm_config:
+        reasoningEffort === undefined
+          ? classifierLlmConfig
+          : { ...classifierLlmConfig, reasoning_effort: reasoningEffort },
+    });
+  };
+
   const handleClassifierTimeoutChange = (timeoutMs: number) => {
     onChange({
       ...value,
@@ -375,6 +438,30 @@ const ClassificationMethodConfig: React.FC<ClassificationMethodConfigProps> = ({
         </div>
       )}
 
+      {classifierType === "hybrid" && (
+        <div className="mt-4 space-y-2">
+          <strong className="block font-semibold">Boundary margin</strong>
+          <Input
+            id={HYBRID_BOUNDARY_MARGIN_ID}
+            type="text"
+            inputMode="decimal"
+            value={
+              draft?.id === HYBRID_BOUNDARY_MARGIN_ID
+                ? draft.raw
+                : String(value.hybrid_boundary_margin ?? DEFAULT_HYBRID_BOUNDARY_MARGIN)
+            }
+            onChange={(event) => handleHybridBoundaryMarginChange(event.target.value)}
+            onBlur={() => setDraft(null)}
+            className="w-full"
+          />
+          <p className="text-sm text-muted-foreground">
+            A score further than this from every tier boundary routes on the scorer&apos;s own tier, however expensive
+            that tier is. A score closer than this, and anything the scorer found no signal for at all, goes to the
+            classifier to break the tie
+          </p>
+        </div>
+      )}
+
       <div className="mt-4 space-y-2">
         <strong className="block font-semibold">How often to classify</strong>
         <RadioGroup
@@ -430,9 +517,16 @@ const ClassificationMethodConfig: React.FC<ClassificationMethodConfigProps> = ({
               emptyText="No models found"
               allowClear={false}
               className={classifierModelMissing ? "border-destructive" : undefined}
+              aria-label="Classifier Model"
             />
             {classifierModelMissing && <span className="text-xs text-destructive">A classifier model is required</span>}
           </div>
+          <ClassifierReasoningEffortSelect
+            model={classifierModel}
+            value={classifierReasoningEffort}
+            explicitlySupported={explicitlySupportedClassifierEfforts}
+            onChange={handleClassifierReasoningEffortChange}
+          />
           <div>
             <Label htmlFor={CLASSIFIER_TIMEOUT_ID} className="block mb-1 font-semibold">
               Timeout (ms)
diff --git a/ui/litellm-dashboard/src/components/add_model/ClassifierReasoningEffortSelect.tsx b/ui/litellm-dashboard/src/components/add_model/ClassifierReasoningEffortSelect.tsx
new file mode 100644
index 00000000000..6d288443a1a
--- /dev/null
+++ b/ui/litellm-dashboard/src/components/add_model/ClassifierReasoningEffortSelect.tsx
@@ -0,0 +1,86 @@
+import { Info } from "lucide-react";
+import { SimpleTooltip } from "@/components/ui/tooltip";
+import { Select, SelectContent, SelectItem, SelectTrigger, SelectValue } from "@/components/ui/select";
+import type { ReasoningEffort } from "./complexity_router_tiers";
+
+const PROVIDER_DEFAULT = "__classifier_provider_default__";
+
+type EffortStatus = "supported" | "unsupported" | "unverified" | undefined;
+
+const effortStatusFor = (
+  effort: string | undefined,
+  explicitlySupported: string[] | null | undefined,
+): EffortStatus => {
+  if (effort === undefined) return undefined;
+  if (!Array.isArray(explicitlySupported)) return "unverified";
+  return explicitlySupported.includes(effort) ? "supported" : "unsupported";
+};
+
+interface ClassifierReasoningEffortSelectProps {
+  model: string;
+  value: ReasoningEffort | undefined;
+  explicitlySupported: string[] | null | undefined;
+  onChange: (value: ReasoningEffort | undefined) => void;
+}
+
+const ClassifierReasoningEffortSelect = ({
+  model,
+  value,
+  explicitlySupported,
+  onChange,
+}: ClassifierReasoningEffortSelectProps) => {
+  const status = effortStatusFor(value, explicitlySupported);
+  const options = Array.from(new Set([...(explicitlySupported ?? []), ...(value ? [value] : [])]));
+
+  if (!model || options.length === 0) return null;
+
+  const optionLabel = (effort: string): string =>
+    effort === value && status !== "supported" ? `${effort} (${status})` : effort;
+
+  return (
+    <div>
+      <div className="flex items-center gap-2 mb-1">
+        <strong className="font-semibold">Reasoning Effort</strong>
+        <SimpleTooltip content="Sent only to the classifier call. Default leaves the classifier deployment or provider setting unchanged.">
+          <Info className="size-4 text-muted-foreground" />
+        </SimpleTooltip>
+      </div>
+      <Select
+        items={[
+          { value: PROVIDER_DEFAULT, label: "Default" },
+          ...options.map((effort) => ({ value: effort, label: optionLabel(effort) })),
+        ]}
+        value={value ?? PROVIDER_DEFAULT}
+        onValueChange={(effort: string | null) =>
+          effort && onChange(effort === PROVIDER_DEFAULT ? undefined : (effort as ReasoningEffort))
+        }
+      >
+        <SelectTrigger aria-label={`Reasoning effort for classifier model ${model}`} className="w-full">
+          <SelectValue />
+        </SelectTrigger>
+        <SelectContent>
+          <SelectItem value={PROVIDER_DEFAULT}>Default</SelectItem>
+          {options.map((effort) => (
+            <SelectItem key={effort} value={effort}>
+              {optionLabel(effort)}
+            </SelectItem>
+          ))}
+        </SelectContent>
+      </Select>
+      {status === "unverified" && (
+        <p className="mt-1 text-xs text-amber-700 dark:text-amber-400">
+          This saved effort cannot be verified for the selected model. Choose Default unless you have confirmed provider
+          support.
+        </p>
+      )}
+      {status === "unsupported" && (
+        <p className="mt-1 text-xs text-destructive">
+          This saved effort is not supported by every deployment in the selected model group. Choose Default or a
+          supported value before saving.
+        </p>
+      )}
+    </div>
+  );
+};
+
+export default ClassifierReasoningEffortSelect;
diff --git a/ui/litellm-dashboard/src/components/add_model/ComplexityRouterConfig.test.tsx b/ui/litellm-dashboard/src/components/add_model/ComplexityRouterConfig.test.tsx
index 751f8870561..02cb0543e17 100644
--- a/ui/litellm-dashboard/src/components/add_model/ComplexityRouterConfig.test.tsx
+++ b/ui/litellm-dashboard/src/components/add_model/ComplexityRouterConfig.test.tsx
@@ -127,6 +127,31 @@ describe("ComplexityRouterConfig", () => {
     expect(onChange).toHaveBeenCalledWith(expectedValue);
   });
 
+  it("selects heuristic v2 without requiring a classifier model or showing weighted scoring", () => {
+    const onChange = vi.fn();
+    const { rerender } = renderWithProviders(
+      <ComplexityRouterConfig modelInfo={mockModelInfo} value={defaultValue} onChange={onChange} />,
+    );
+
+    fireEvent.click(screen.getByText("Advanced: Classification Method"));
+    fireEvent.click(screen.getByText("Heuristic v2"));
+
+    expect(onChange).toHaveBeenCalledWith(
+      expect.objectContaining({
+        classifier_type: "heuristic_v2",
+        classifier_llm_config: undefined,
+      }),
+    );
+
+    const heuristicV2Value: ComplexityRouterConfigValue = { ...defaultValue, classifier_type: "heuristic_v2" };
+    rerender(<ComplexityRouterConfig modelInfo={mockModelInfo} value={heuristicV2Value} onChange={onChange} />);
+
+    expect(screen.queryByText("Classifier Model")).not.toBeInTheDocument();
+    expect(screen.queryByText("Advanced scoring")).not.toBeInTheDocument();
+    expect(screen.getByText(/estimates success probability for all four tiers/)).toBeInTheDocument();
+    expect(screen.queryByText(/Score < 0.15/)).not.toBeInTheDocument();
+  });
+
   it("should show classifier fields and use the configured values when classifier_type is llm", () => {
     const llmValue: ComplexityRouterConfigValue = {
       ...defaultValue,
@@ -855,6 +880,44 @@ describe("ComplexityRouterConfig modality panel", () => {
 
     expect(screen.getByRole("switch", { name: "Route image requests to vision-capable models" })).toBeChecked();
   });
+
+  // The backend ignores modality_pin_override unless modality_routing is on, so offering it while
+  // image routing is off would let an operator save a flag that does nothing.
+  it("disables the pin-override switch while image routing is off", () => {
+    const onChange = vi.fn();
+    renderWithProviders(<ComplexityRouterConfig {...baseProps} onChange={onChange} />);
+    fireEvent.click(screen.getByText("Advanced: Modality Routing"));
+
+    const override = screen.getByRole("switch", { name: "Override session pin for image requests" });
+    expect(override).toHaveAttribute("aria-disabled", "true");
+    fireEvent.click(override);
+    expect(onChange).not.toHaveBeenCalled();
+  });
+
+  it("writes modality_pin_override through onChange once image routing is on", () => {
+    const onChange = vi.fn();
+    const value = { ...defaultValue, modality_routing: true };
+    renderWithProviders(<ComplexityRouterConfig {...baseProps} value={value} onChange={onChange} />);
+    fireEvent.click(screen.getByText("Advanced: Modality Routing"));
+
+    const override = screen.getByRole("switch", { name: "Override session pin for image requests" });
+    expect(override).not.toBeChecked();
+    fireEvent.click(override);
+
+    expect(onChange).toHaveBeenCalledWith({ ...value, modality_pin_override: true });
+  });
+
+  it("renders a stored modality_pin_override=true as on", () => {
+    renderWithProviders(
+      <ComplexityRouterConfig
+        {...baseProps}
+        value={{ ...defaultValue, modality_routing: true, modality_pin_override: true }}
+      />,
+    );
+    fireEvent.click(screen.getByText("Advanced: Modality Routing"));
+
+    expect(screen.getByRole("switch", { name: "Override session pin for image requests" })).toBeChecked();
+  });
 });
 
 describe("ComplexityRouterConfig affinity panel", () => {
@@ -1061,6 +1124,109 @@ describe("ComplexityRouterConfig per-model reasoning effort", () => {
   });
 });
 
+describe("ComplexityRouterConfig classifier reasoning effort", () => {
+  const llmValue: ComplexityRouterConfigValue = {
+    ...defaultValue,
+    classifier_type: "llm",
+    classifier_llm_config: { model: "gpt-4", timeout_ms: 3000 },
+  };
+
+  const renderClassifier = (value: ComplexityRouterConfigValue = llmValue, onChange = vi.fn()) => {
+    renderWithProviders(<ComplexityRouterConfig {...baseProps} value={value} onChange={onChange} />);
+    fireEvent.click(screen.getByText("Advanced: Classification Method"));
+    return onChange;
+  };
+
+  it("defaults to the classifier provider setting and offers only supported efforts", async () => {
+    renderClassifier();
+    const user = userEvent.setup();
+    const select = screen.getByRole("combobox", { name: "Reasoning effort for classifier model gpt-4" });
+    expect(select).toHaveTextContent("Default");
+    await user.click(select);
+    expect((await screen.findAllByRole("option")).map((option) => option.textContent)).toEqual([
+      "Default",
+      "medium",
+      "high",
+      "xhigh",
+    ]);
+  });
+
+  it("stores an explicit effort on the classifier config", async () => {
+    const onChange = renderClassifier();
+    const user = userEvent.setup();
+    await user.click(screen.getByRole("combobox", { name: "Reasoning effort for classifier model gpt-4" }));
+    await user.click(await screen.findByRole("option", { name: "high" }));
+    expect(onChange).toHaveBeenCalledWith({
+      ...llmValue,
+      classifier_llm_config: { model: "gpt-4", timeout_ms: 3000, reasoning_effort: "high" },
+    });
+  });
+
+  it("removes the effort override when Default is selected", async () => {
+    const onChange = renderClassifier({
+      ...llmValue,
+      classifier_llm_config: { model: "gpt-4", timeout_ms: 3000, reasoning_effort: "high" },
+    });
+    const user = userEvent.setup();
+    await user.click(screen.getByRole("combobox", { name: "Reasoning effort for classifier model gpt-4" }));
+    await user.click(await screen.findByRole("option", { name: "Default" }));
+    expect(onChange).toHaveBeenCalledWith(llmValue);
+  });
+
+  it("clears the old effort when the classifier model changes", async () => {
+    const onChange = renderClassifier({
+      ...llmValue,
+      classifier_llm_config: { model: "gpt-4", timeout_ms: 3000, reasoning_effort: "high" },
+    });
+    const user = userEvent.setup();
+    await user.click(screen.getByRole("combobox", { name: "Classifier Model" }));
+    await user.click(await screen.findByRole("option", { name: "gpt-3.5-turbo" }));
+    expect(onChange).toHaveBeenCalledWith({
+      ...llmValue,
+      classifier_llm_config: { model: "gpt-3.5-turbo", timeout_ms: 3000 },
+    });
+  });
+
+  it.each(["click", "enter"] as const)(
+    "keeps the effort when the selected model is confirmed by %s",
+    async (action) => {
+      const onChange = renderClassifier({
+        ...llmValue,
+        classifier_llm_config: { model: "gpt-4", timeout_ms: 3000, reasoning_effort: "high" },
+      });
+      const user = userEvent.setup();
+      await user.click(screen.getByRole("combobox", { name: "Classifier Model" }));
+      if (action === "click") await user.click(await screen.findByRole("option", { name: "gpt-4" }));
+      else await user.keyboard("{Enter}");
+      expect(onChange).not.toHaveBeenCalled();
+    },
+  );
+
+  it.each([
+    ["gpt-4", "max", "max (unsupported)", /not supported by every deployment/],
+    ["claude-3-opus", "low", "low (unverified)", /cannot be verified/],
+  ])("keeps a saved exceptional value visible for %s", (model, effort, label, warning) => {
+    renderClassifier({
+      ...llmValue,
+      classifier_llm_config: { model, timeout_ms: 3000, reasoning_effort: effort },
+    });
+    expect(screen.getByRole("combobox", { name: `Reasoning effort for classifier model ${model}` })).toHaveTextContent(
+      label,
+    );
+    expect(screen.getByText(warning)).toBeInTheDocument();
+  });
+
+  it.each(["claude-3-opus", "gpt-3.5-turbo"])("hides the effort control when %s has no advertised options", (model) => {
+    renderClassifier({
+      ...llmValue,
+      classifier_llm_config: { model, timeout_ms: 3000 },
+    });
+    expect(
+      screen.queryByRole("combobox", { name: `Reasoning effort for classifier model ${model}` }),
+    ).not.toBeInTheDocument();
+  });
+});
+
 describe("ComplexityRouterConfig reasoning effort gating", () => {
   it("offers no effort select for a model group without reasoning support", () => {
     renderWithProviders(<ComplexityRouterConfig {...baseProps} />);
@@ -1169,12 +1335,13 @@ describe("ComplexityRouterConfig custom technical keywords", () => {
   });
 
   it("hides the keywords when the scorer never runs, so they cannot imply an effect they have none", () => {
-    openClassificationPanel({
+    const llmWithDefaultFallback = {
       ...defaultValue,
-      classifier_type: "llm",
+      classifier_type: "llm" as const,
       classifier_llm_config: llmConfig,
-      classifier_fallback: "default_model",
-    });
+      classifier_fallback: "default_model" as const,
+    };
+    openClassificationPanel(llmWithDefaultFallback);
     expect(screen.queryByText("Custom Technical Keywords")).not.toBeInTheDocument();
   });
 });
diff --git a/ui/litellm-dashboard/src/components/add_model/ComplexityRouterConfig.tsx b/ui/litellm-dashboard/src/components/add_model/ComplexityRouterConfig.tsx
index 6062705aa82..791fd1fcfbb 100644
--- a/ui/litellm-dashboard/src/components/add_model/ComplexityRouterConfig.tsx
+++ b/ui/litellm-dashboard/src/components/add_model/ComplexityRouterConfig.tsx
@@ -36,10 +36,11 @@ import ContextWindowEscalationConfig from "./ContextWindowEscalationConfig";
 import { Restricted, restrictedBy } from "./TierRestrictions";
 import { type TierSetAction, applyTierSetAction, setFallbackTier } from "./tier_set_actions";
 import {
-  REASONING_EFFORT_OPTIONS,
   ReasoningEffort,
   TierModelParamsByTier,
+  classifierEffortOptionsForModels,
   setTierModelReasoningEffort,
+  tierEffortOptionsForModels,
   tierRowLabel,
 } from "./complexity_router_tiers";
 import TierModelEffortRows from "./TierModelEffortRows";
@@ -124,11 +125,12 @@ export const CLASSIFICATION_RUBRIC_KEYS = Object.keys(CLASSIFICATION_RUBRIC_DESC
 export interface ClassifierLLMConfig {
   model: string;
   timeout_ms: number;
+  reasoning_effort?: ReasoningEffort;
   classification_rubric?: ClassificationRubric;
   system_prompt?: string;
 }
 
-export type ClassifierType = "heuristic" | "llm" | "heuristic_first";
+export type ClassifierType = "heuristic" | "heuristic_v2" | "llm" | "heuristic_first" | "hybrid";
 
 /**
  * Whether this router can call classifier_llm_config.model. Mirrors the backend's
@@ -136,7 +138,7 @@ export type ClassifierType = "heuristic" | "llm" | "heuristic_first";
  * control and payload key, so a new chaining type cannot strip knobs the operator set.
  */
 export const usesLlmClassifier = (classifierType: ClassifierType): boolean =>
-  classifierType === "llm" || classifierType === "heuristic_first";
+  classifierType === "llm" || classifierType === "heuristic_first" || classifierType === "hybrid";
 
 export type ClassifierFallback = "heuristic" | "default_model";
 
@@ -161,7 +163,9 @@ export const heuristicScoringRoleFor = (
   classifierType: ClassifierType,
   classifierFallback: ClassifierFallback | undefined,
 ): HeuristicScoringRole => {
-  if (classifierType === "heuristic" || classifierType === "heuristic_first") return "decides";
+  if (classifierType === "heuristic_v2") return "never";
+  if (classifierType === "heuristic" || classifierType === "heuristic_first" || classifierType === "hybrid")
+    return "decides";
   return (classifierFallback ?? DEFAULT_CLASSIFIER_FALLBACK) === "heuristic" ? "fallback_only" : "never";
 };
 
@@ -188,13 +192,19 @@ const builtInTierInfo = (rowId: string): { label: string; description: string; e
   return builtIn ? TIER_DESCRIPTIONS[builtIn] : undefined;
 };
 
+const tierConfigIntroText = (value: ComplexityRouterConfigValue): string => {
+  if (value.classifier_type === "heuristic_v2") {
+    return "The complexity router classifies each request with a calibrated local four-tier model (no API calls). Configure which model(s) handle each tier.";
+  }
+  if (heuristicScoringRole(value) === "never") {
+    return "The complexity router classifies each request with your classifier model and routes it to that tier. Configure which model(s) handle each tier.";
+  }
+  return "The complexity router automatically classifies requests by complexity using rule-based scoring (no API calls, <1ms latency). Configure which model(s) handle each tier.";
+};
+
 const TierConfigIntro: React.FC<{ value: ComplexityRouterConfigValue }> = ({ value }) => (
   <>
-    <span className="block mb-6 text-muted-foreground">
-      {heuristicScoringRole(value) === "never"
-        ? "The complexity router classifies each request with your classifier model and routes it to that tier. Configure which model(s) handle each tier."
-        : "The complexity router automatically classifies requests by complexity using rule-based scoring (no API calls, <1ms latency). Configure which model(s) handle each tier."}
-    </span>
+    <span className="block mb-6 text-muted-foreground">{tierConfigIntroText(value)}</span>
 
     <span className="block mb-4 text-xs text-muted-foreground">
       {restrictedBy(value, "displayNames")?.reason ??
@@ -397,9 +407,12 @@ export interface ComplexityRouterConfigValue {
   classification_prompt?: string;
   /** Highest tier the scorer may decide alone under heuristic_first. Required by that type, rejected by the others. */
   heuristic_first_max_tier?: string;
+  /** How near a tier boundary a score may land before hybrid defers to the classifier. Required by that type, rejected by the others. */
+  hybrid_boundary_margin?: number;
   classification_mode?: ClassificationMode;
   session_affinity?: boolean;
   modality_routing?: boolean;
+  modality_pin_override?: boolean;
   deployment_affinity?: boolean;
   /** Plan-mode floor as a tier ROW ID, unset meaning off. The wire carries the row's name. */
   plan_mode_min_tier?: string;
@@ -509,6 +522,9 @@ export const effectiveTierLabel = (tier: keyof ComplexityTiers, tierLabels: Comp
 
 export const DEFAULT_HEURISTIC_FIRST_MAX_TIER = "SIMPLE";
 
+/** What the Hybrid radio starts at. Required by that type, so the form always has a value to send. */
+export const DEFAULT_HYBRID_BOUNDARY_MARGIN = 0.03;
+
 /**
  * Tiers the heuristic_first threshold may name. The top tier is excluded because it would short
  * circuit every request and leave the classifier unreachable, which the backend rejects.
@@ -618,14 +634,8 @@ const ComplexityRouterConfig: React.FC<ComplexityRouterConfigProps> = ({
   const removeTierRow = (id: string) => dispatch({ kind: "remove", id });
   const exitToBuiltInTiers = () => dispatch({ kind: "restore" });
 
-  // An absent list means the proxy does not send the field yet, so every level is offered as before.
-  // An empty list is the group's own answer that its deployments share no level, and is left empty.
-  const effortOptionsByModel: Record<string, string[]> = Object.fromEntries(
-    modelInfo.map((model) => [
-      model.model_group,
-      model.supported_reasoning_efforts ?? (model.supports_reasoning ? [...REASONING_EFFORT_OPTIONS] : []),
-    ]),
-  );
+  const tierEffortOptionsByModel = tierEffortOptionsForModels(modelInfo);
+  const classifierEffortOptionsByModel = classifierEffortOptionsForModels(modelInfo);
 
   // Embedding models can't serve a chat-completion role, so they're excluded here.
   const modelOptions = modelInfo
@@ -732,7 +742,7 @@ const ComplexityRouterConfig: React.FC<ComplexityRouterConfigProps> = ({
                   <TierModelEffortRows
                     tierLabel={label}
                     models={row.models}
-                    effortOptionsByModel={effortOptionsByModel}
+                    effortOptionsByModel={tierEffortOptionsByModel}
                     paramsByModel={row.params}
                     onEffortChange={(model, effort) => handleTierModelEffortChange(row.id, model, effort)}
                   />
@@ -804,6 +814,7 @@ const ComplexityRouterConfig: React.FC<ComplexityRouterConfigProps> = ({
                 value={value}
                 onChange={onChange}
                 modelOptions={modelOptions}
+                effortOptionsByModel={classifierEffortOptionsByModel}
                 customTechnicalKeywords={customTechnicalKeywords}
                 onCustomTechnicalKeywordsChange={onCustomTechnicalKeywordsChange}
                 showValidationErrors={showValidationErrors}
diff --git a/ui/litellm-dashboard/src/components/add_model/HeuristicScoringConfig.test.tsx b/ui/litellm-dashboard/src/components/add_model/HeuristicScoringConfig.test.tsx
index 9dccd767e49..f5fb32bb654 100644
--- a/ui/litellm-dashboard/src/components/add_model/HeuristicScoringConfig.test.tsx
+++ b/ui/litellm-dashboard/src/components/add_model/HeuristicScoringConfig.test.tsx
@@ -155,7 +155,11 @@ describe("HeuristicScoringConfig", () => {
 });
 
 describe("ClassificationMethodConfig scorer gating", () => {
-  const props = { onChange: vi.fn(), modelOptions: [{ value: "gpt-4o-mini", label: "gpt-4o-mini" }] };
+  const props = {
+    onChange: vi.fn(),
+    modelOptions: [{ value: "gpt-4o-mini", label: "gpt-4o-mini" }],
+    effortOptionsByModel: {},
+  };
   const withClassifier = (type: ClassifierType, fallback?: ClassifierFallback): ComplexityRouterConfigValue => ({
     ...BASE,
     classifier_type: type,
@@ -165,6 +169,7 @@ describe("ClassificationMethodConfig scorer gating", () => {
 
   it.each([
     ["heuristic decides the tier", "heuristic" as ClassifierType, undefined, true],
+    ["heuristic v2 decides without the weighted scorer", "heuristic_v2" as ClassifierType, undefined, false],
     ["an LLM classifier falls back to the heuristic", "llm" as ClassifierType, "heuristic" as ClassifierFallback, true],
     [
       "an LLM classifier falls back to the default model",
diff --git a/ui/litellm-dashboard/src/components/add_model/ModalityRoutingControls.tsx b/ui/litellm-dashboard/src/components/add_model/ModalityRoutingControls.tsx
index dd697b35239..8d6c4ed5d5e 100644
--- a/ui/litellm-dashboard/src/components/add_model/ModalityRoutingControls.tsx
+++ b/ui/litellm-dashboard/src/components/add_model/ModalityRoutingControls.tsx
@@ -7,20 +7,36 @@ import type { ComplexityRouterConfigValue } from "./ComplexityRouterConfig";
 export const ModalityRoutingControls: React.FC<{
   value: ComplexityRouterConfigValue;
   onChange: (value: ComplexityRouterConfigValue) => void;
-}> = ({ value, onChange }) => (
-  <>
-    <div className="flex items-center gap-2 mb-2">
-      <Switch
-        checked={value.modality_routing ?? false}
-        onCheckedChange={(modalityRouting) => onChange({ ...value, modality_routing: modalityRouting })}
-        aria-label="Route image requests to vision-capable models"
-      />
-      <strong className="font-semibold">Route image requests to vision-capable models</strong>
-    </div>
-    <span className="block text-xs text-muted-foreground">
-      Replaces a routed model that cannot take image input with the nearest higher tier that can, then the default
-      model, instead of failing with a provider 400. Only models explicitly declared supports_vision false are replaced,
-      and a kept session pin still wins.
-    </span>
-  </>
-);
+}> = ({ value, onChange }) => {
+  const modalityRouting = value.modality_routing ?? false;
+  return (
+    <>
+      <div className="flex items-center gap-2 mb-2">
+        <Switch
+          checked={modalityRouting}
+          onCheckedChange={(nextModalityRouting) => onChange({ ...value, modality_routing: nextModalityRouting })}
+          aria-label="Route image requests to vision-capable models"
+        />
+        <strong className="font-semibold">Route image requests to vision-capable models</strong>
+      </div>
+      <span className="block text-xs mb-3 text-muted-foreground">
+        Replaces a routed model that cannot take image input with the nearest higher tier that can, then the default
+        model, instead of failing with a provider 400. Only models explicitly declared supports_vision false are
+        replaced, and a kept session pin still wins unless you turn on the override below.
+      </span>
+      <div className="flex items-center gap-2 mb-2">
+        <Switch
+          checked={value.modality_pin_override ?? false}
+          onCheckedChange={(modalityPinOverride) => onChange({ ...value, modality_pin_override: modalityPinOverride })}
+          disabled={!modalityRouting}
+          aria-label="Override session pin for image requests"
+        />
+        <strong className="font-semibold">Override session pin for image requests</strong>
+      </div>
+      <span className="block text-xs text-muted-foreground">
+        Route an image turn to a capable model even when the session is pinned to one that cannot take images. The pin
+        is kept, so the next text turn goes back to it. Needs image routing turned on.
+      </span>
+    </>
+  );
+};
diff --git a/ui/litellm-dashboard/src/components/add_model/add_auto_router_tab.test.tsx b/ui/litellm-dashboard/src/components/add_model/add_auto_router_tab.test.tsx
index d8a955b719c..836b4c6ff3d 100644
--- a/ui/litellm-dashboard/src/components/add_model/add_auto_router_tab.test.tsx
+++ b/ui/litellm-dashboard/src/components/add_model/add_auto_router_tab.test.tsx
@@ -9,11 +9,19 @@ import { getSubmitBlockedReason } from "./add_auto_router_tab";
 import { buildModelAvailability } from "@/lib/autorouter_presets";
 import { testAutoRouterRouting } from "../networking";
 import { ModelGroup } from "@/components/llm_calls/fetch_models";
-import { getAllPresets, getPresetByKey, getRequiredModelsInPreset } from "@/lib/autorouter_presets";
+import { AutoRouterPreset, getRequiredModelsInPreset } from "@/lib/autorouter_presets";
+import { BUNDLED_PRESETS, LOADED_PRESETS_QUERY, useAutoRouterPresets } from "../../../tests/mocks/autoRouterPresets";
 vi.mock(
   "@/app/(dashboard)/hooks/autoRouter/useComplexityScorerDefaults",
   async () => await import("../../../tests/mocks/complexityScorerDefaults"),
 );
+vi.mock(
+  "@/app/(dashboard)/hooks/autoRouter/useAutoRouterPresets",
+  async () => await import("../../../tests/mocks/autoRouterPresets"),
+);
+
+const getAllPresets = (): AutoRouterPreset[] => BUNDLED_PRESETS;
+const getPresetByKey = (key: string): AutoRouterPreset | undefined => BUNDLED_PRESETS.find((p) => p.key === key);
 
 const ANTHROPIC_PRESET = getPresetByKey("anthropic_family")!;
 const ANTHROPIC_TIERS = ANTHROPIC_PRESET.complexity_router_config.tiers;
@@ -101,18 +109,24 @@ vi.mock("./build_complexity_router_config", async (importOriginal) => {
 });
 
 // A real TeamDropdown fetches teams and renders an antd Select; the wiring under test is
-// whether team_id is registered, validated and forwarded, so a plain control stands in.
+// whether team_id is registered, validated and forwarded, so a plain control stands in. The
+// clear button mirrors the real dropdown's x, which emits null rather than a string.
 vi.mock("../common_components/team_dropdown", () => ({
-  default: ({ value, onChange }: { value?: string; onChange?: (next: string) => void }) => (
-    <select
-      data-testid="team-dropdown"
-      value={value ?? ""}
-      onChange={(event) => onChange?.(event.target.value)}
-      aria-label="Select Team"
-    >
-      <option value="">none</option>
-      <option value="team-1">team-1</option>
-    </select>
+  default: ({ value, onChange }: { value?: string; onChange?: (next: string | null) => void }) => (
+    <>
+      <select
+        data-testid="team-dropdown"
+        value={value ?? ""}
+        onChange={(event) => onChange?.(event.target.value)}
+        aria-label="Select Team"
+      >
+        <option value="">none</option>
+        <option value="team-1">team-1</option>
+      </select>
+      <button type="button" data-testid="team-dropdown-clear" onClick={() => onChange?.(null)}>
+        clear team
+      </button>
+    </>
   ),
 }));
 
@@ -354,6 +368,25 @@ describe("AddAutoRouterTab", () => {
     expect(handleAddAutoRouterSubmit).not.toHaveBeenCalled();
   });
 
+  // The shared dropdown emits null on clear while this form's schema wants a string, so the
+  // form maps null back to "": the user sees the pick-a-team message, not a zod type error.
+  it("treats a team picked and then cleared like no team at all", async () => {
+    const user = userEvent.setup();
+    vi.mocked(getMissingTiersError).mockReturnValue(null);
+
+    renderWithProviders(
+      <AddAutoRouterTab handleOk={vi.fn()} accessToken="token" userRole="Internal User" createScope="team-required" />,
+    );
+
+    await user.type(screen.getByPlaceholderText(/smart_router/i), "team-scoped-router");
+    await user.selectOptions(screen.getByTestId("team-dropdown"), "team-1");
+    await user.click(screen.getByTestId("team-dropdown-clear"));
+    await user.click(screen.getByRole("button", { name: /add auto router/i }));
+
+    expect(await screen.findByText("Please select a team to continue")).toBeInTheDocument();
+    expect(handleAddAutoRouterSubmit).not.toHaveBeenCalled();
+  });
+
   it("defaults a new router to session affinity off, matching the backend field default", async () => {
     const user = userEvent.setup();
     vi.mocked(getMissingTiersError).mockReturnValue(null);
@@ -557,6 +590,44 @@ describe("AddAutoRouterTab", () => {
     });
   });
 
+  it("writes both modality flags as false into the create payload when the panel stays untouched", async () => {
+    const user = userEvent.setup();
+    vi.mocked(getMissingTiersError).mockReturnValue(null);
+
+    renderWithProviders(<Harness />);
+
+    fireEvent.change(screen.getByPlaceholderText(/smart_router/i), { target: { value: "modality-router" } });
+
+    await user.click(screen.getByRole("button", { name: /add auto router/i }));
+
+    await waitFor(() => expect(handleAddAutoRouterSubmit).toHaveBeenCalled());
+    expect(vi.mocked(handleAddAutoRouterSubmit).mock.calls.at(-1)?.[0].complexity_router_config).toMatchObject({
+      modality_routing: false,
+      modality_pin_override: false,
+    });
+  });
+
+  it("carries the pin override through to the create payload once image routing unlocks it", async () => {
+    const user = userEvent.setup();
+    vi.mocked(getMissingTiersError).mockReturnValue(null);
+
+    renderWithProviders(<Harness />);
+
+    fireEvent.change(screen.getByPlaceholderText(/smart_router/i), { target: { value: "modality-router" } });
+    expandDetailedConfiguration();
+    await user.click(screen.getByText("Advanced: Modality Routing"));
+    await user.click(await screen.findByRole("switch", { name: "Route image requests to vision-capable models" }));
+    await user.click(await screen.findByRole("switch", { name: "Override session pin for image requests" }));
+
+    await user.click(screen.getByRole("button", { name: /add auto router/i }));
+
+    await waitFor(() => expect(handleAddAutoRouterSubmit).toHaveBeenCalled());
+    expect(vi.mocked(handleAddAutoRouterSubmit).mock.calls.at(-1)?.[0].complexity_router_config).toMatchObject({
+      modality_routing: true,
+      modality_pin_override: true,
+    });
+  });
+
   // Custom is the escape hatch, not the headline choice, so it's listed after every bundled preset
   // rather than first.
   it("lists Custom Configuration after the bundled presets", () => {
@@ -565,7 +636,14 @@ describe("AddAutoRouterTab", () => {
 
     const labels = visibleOptions().map((option) => option.querySelector(".font-medium")?.textContent);
 
-    expect(labels).toEqual(["Anthropic Family", "Gemini Family", "Lite", "OpenAI Family", "Custom Configuration"]);
+    expect(labels).toEqual([
+      "1M Context",
+      "Anthropic Family",
+      "Gemini Family",
+      "Lite",
+      "OpenAI Family",
+      "Custom Configuration",
+    ]);
   });
 
   describe("routing test", () => {
@@ -989,7 +1067,14 @@ describe("AddAutoRouterTab", () => {
         expect(isOptionDisabled(optionByLabel("Anthropic Family")!)).toBe(false);
       });
       const labels = visibleOptions().map((option) => option.querySelector(".font-medium")?.textContent);
-      expect(labels).toEqual(["Anthropic Family", "Gemini Family", "Lite", "OpenAI Family", "Custom Configuration"]);
+      expect(labels).toEqual([
+        "Anthropic Family",
+        "1M Context",
+        "Gemini Family",
+        "Lite",
+        "OpenAI Family",
+        "Custom Configuration",
+      ]);
     });
 
     it.each([
@@ -1117,3 +1202,52 @@ describe("getSubmitBlockedReason", () => {
     );
   });
 });
+
+describe("preset catalog fetch states", () => {
+  afterEach(() => vi.mocked(useAutoRouterPresets).mockReturnValue(LOADED_PRESETS_QUERY));
+
+  it("keeps showing cached presets without the error banner when only a refetch fails", () => {
+    vi.mocked(useAutoRouterPresets).mockReturnValue({
+      ...LOADED_PRESETS_QUERY,
+      isError: true,
+    } as never);
+    renderWithProviders(<Harness />);
+
+    expect(screen.queryByText(/Could not load templates/)).not.toBeInTheDocument();
+
+    openTemplateDropdown();
+    expect(screen.queryAllByRole("option").length).toBeGreaterThan(1);
+  });
+
+  it("shows a loading hint while the catalog fetch is pending", () => {
+    vi.mocked(useAutoRouterPresets).mockReturnValue({
+      ...LOADED_PRESETS_QUERY,
+      data: undefined,
+      isPending: true,
+    } as never);
+    renderWithProviders(<Harness />);
+
+    expect(screen.getByText("Loading templates...")).toBeInTheDocument();
+  });
+
+  it("degrades to Custom Configuration with a retry hint that refetches the catalog", async () => {
+    const refetch = vi.fn();
+    vi.mocked(useAutoRouterPresets).mockReturnValue({
+      ...LOADED_PRESETS_QUERY,
+      data: undefined,
+      isError: true,
+      refetch,
+    } as never);
+    renderWithProviders(<Harness />);
+
+    expect(await screen.findByText(/Could not load templates/)).toBeInTheDocument();
+
+    openTemplateDropdown();
+    const options = screen.queryAllByRole("option");
+    expect(options).toHaveLength(1);
+    expect(options[0]).toHaveTextContent("Custom Configuration");
+
+    fireEvent.click(screen.getByRole("button", { name: "Retry" }));
+    expect(refetch).toHaveBeenCalled();
+  });
+});
diff --git a/ui/litellm-dashboard/src/components/add_model/add_auto_router_tab.tsx b/ui/litellm-dashboard/src/components/add_model/add_auto_router_tab.tsx
index 318adcce369..c335beade91 100644
--- a/ui/litellm-dashboard/src/components/add_model/add_auto_router_tab.tsx
+++ b/ui/litellm-dashboard/src/components/add_model/add_auto_router_tab.tsx
@@ -19,11 +19,12 @@ import { all_admin_roles } from "@/utils/roles";
 import { type ModelWriteScope } from "@/utils/modelPermissions";
 import TeamDropdown from "../common_components/team_dropdown";
 import { type AddAutoRouterValues, handleAddAutoRouterSubmit } from "./handle_add_auto_router_submit";
-import { fetchAvailableModels } from "@/components/llm_calls/fetch_models";
+import { fetchAvailableModels, type ModelGroup } from "@/components/llm_calls/fetch_models";
 import { autoRouterListKey, fetchAllModelDeployments } from "@/app/(dashboard)/hooks/models/useModels";
 import ComplexityRouterConfig, {
   ComplexityRouterConfigValue,
   effectiveClassifierType,
+  usesLlmClassifier,
   DEFAULT_ADAPTIVE_WEIGHTS,
   DEFAULT_SESSION_AFFINITY,
   DEFAULT_DEPLOYMENT_AFFINITY,
@@ -37,6 +38,7 @@ import {
   buildComplexityRouterConfig,
   getKeywordTierRulesError,
   getClassifierModelError,
+  getClassifierReasoningEffortError,
   getMissingTiersError,
   getPlanModeTierError,
   getSemanticConfigError,
@@ -50,8 +52,6 @@ import AutoRouterConnectionTest from "./auto_router_connection_test";
 import AutoRouterRoutingTest from "./AutoRouterRoutingTest";
 import { toast } from "@/lib/toast";
 import {
-  getAllPresets,
-  getPresetByKey,
   getMissingModelsInPreset,
   getReferencedModelsError,
   buildEmptyPrefill,
@@ -62,6 +62,7 @@ import {
   PresetPrefill,
   AutoRouterPreset,
 } from "@/lib/autorouter_presets";
+import { useAutoRouterPresets } from "@/app/(dashboard)/hooks/autoRouter/useAutoRouterPresets";
 import { Dialog, DialogContent, DialogFooter, DialogHeader, DialogTitle } from "@/components/ui/dialog";
 
 interface AddAutoRouterTabProps {
@@ -102,9 +103,7 @@ const presetDisabledHint = (availability: PresetAvailability): string | null =>
 // caller-specific missing-model reason gets the alarming red treatment.
 const isPresetHintAlarming = (availability: PresetAvailability): boolean => availability.kind === "missing_models";
 
-// getAllPresets() already returns a stable, module-level array (see autorouter_presets.ts), so
-// this is resolved once at import time rather than re-called from inside the component every render.
-const presets = getAllPresets();
+const NO_PRESETS: AutoRouterPreset[] = [];
 
 // A one-line summary of what's configured, shown when the detailed section is collapsed so a
 // caller can see the shape of the config without opening it.
@@ -123,14 +122,21 @@ export const getSubmitBlockedReason = (
   config: ComplexityRouterConfigValue,
   keywordTierRules: KeywordTierRule[],
   referencedModelsParams: Parameters<typeof getReferencedModelsError>[0],
-  availability: ModelAvailability,
-): string | null =>
-  (config.custom_tier_set ? getCustomTierRowsError(config.custom_tier_set) : getTierLabelsError(config.tier_labels)) ??
-  getMissingTiersError(activeTierRows(config)) ??
-  getPlanModeTierError(config.plan_mode_min_tier, activeTierRows(config)) ??
-  getKeywordTierRulesError(keywordTierRules, activeTierRows(config)) ??
-  getClassifierModelError(config) ??
-  getReferencedModelsError(referencedModelsParams, availability);
+  ...capabilities: [availability: ModelAvailability, modelInfo?: readonly ModelGroup[]]
+): string | null => {
+  const [availability, modelInfo = []] = capabilities;
+  return (
+    (config.custom_tier_set
+      ? getCustomTierRowsError(config.custom_tier_set)
+      : getTierLabelsError(config.tier_labels)) ??
+    getMissingTiersError(activeTierRows(config)) ??
+    getPlanModeTierError(config.plan_mode_min_tier, activeTierRows(config)) ??
+    getKeywordTierRulesError(keywordTierRules, activeTierRows(config)) ??
+    getClassifierModelError(config) ??
+    getClassifierReasoningEffortError(config, modelInfo) ??
+    getReferencedModelsError(referencedModelsParams, availability)
+  );
+};
 
 const autoRouterSchema = (requiresTeamScope: boolean) =>
   z.object({
@@ -229,6 +235,14 @@ const AddAutoRouterTab: React.FC<AddAutoRouterTabProps> = ({
   });
   const modelsLoading = groupsLoading || deploymentsLoading;
   const modelInfo = React.useMemo(() => data ?? [], [data]);
+  const {
+    data: presetsData,
+    isPending: presetsPending,
+    isError: presetsError,
+    refetch: refetchPresets,
+  } = useAutoRouterPresets();
+  const presets = presetsData ?? NO_PRESETS;
+  const presetsUnavailable = presetsError && presetsData === undefined;
   // react-query keeps the last successful list around when a later refetch fails, so isError alone
   // can't tell "never loaded" apart from "loaded, then a background refetch errored" - only the
   // former leaves us with nothing trustworthy to verify a preset's models against.
@@ -277,7 +291,7 @@ const AddAutoRouterTab: React.FC<AddAutoRouterTabProps> = ({
       presets
         .map((preset) => ({ preset, availability: presetAvailability(preset) }))
         .sort((a, b) => Number(b.availability.kind === "available") - Number(a.availability.kind === "available")),
-    [presetAvailability],
+    [presets, presetAvailability],
   );
 
   const templateItems = React.useMemo(
@@ -307,7 +321,7 @@ const AddAutoRouterTab: React.FC<AddAutoRouterTabProps> = ({
       return;
     }
 
-    const preset = getPresetByKey(presetKey);
+    const preset = presets.find((p) => p.key === presetKey);
     // Refuse to apply a preset whose models are not verified available. The dropdown disables
     // these options, so this is a guard against a stale click resolving after the list changed.
     if (!preset) return;
@@ -333,6 +347,7 @@ const AddAutoRouterTab: React.FC<AddAutoRouterTabProps> = ({
     keywordTierRules,
     referencedModelsParams,
     groupsOnlyAvailability,
+    modelInfo,
   );
 
   const complexityRouterConfigParams: BuildComplexityRouterConfigParams = {
@@ -342,6 +357,7 @@ const AddAutoRouterTab: React.FC<AddAutoRouterTabProps> = ({
     planModeMinTier: complexityRouterConfig.plan_mode_min_tier,
     classificationPrompt: complexityRouterConfig.classification_prompt,
     heuristicFirstMaxTier: complexityRouterConfig.heuristic_first_max_tier,
+    hybridBoundaryMargin: complexityRouterConfig.hybrid_boundary_margin,
     classificationMode: complexityRouterConfig.classification_mode,
     tierLabels: complexityRouterConfig.tier_labels,
     classifierType: complexityRouterConfig.classifier_type,
@@ -352,6 +368,7 @@ const AddAutoRouterTab: React.FC<AddAutoRouterTabProps> = ({
     classifierFallback: complexityRouterConfig.classifier_fallback,
     sessionAffinity: complexityRouterConfig.session_affinity ?? DEFAULT_SESSION_AFFINITY,
     modalityRouting: complexityRouterConfig.modality_routing ?? false,
+    modalityPinOverride: complexityRouterConfig.modality_pin_override ?? false,
     deploymentAffinity: complexityRouterConfig.deployment_affinity ?? DEFAULT_DEPLOYMENT_AFFINITY,
     customTechnicalKeywords,
     keywordTierRules,
@@ -383,6 +400,7 @@ const AddAutoRouterTab: React.FC<AddAutoRouterTabProps> = ({
         keywordTierRules,
         referencedModelsParams,
         groupsOnlyAvailability,
+        modelInfo,
       ) ?? getSemanticConfigError({ semanticMatchingEnabled, embeddingModel, keywordTierRules });
     if (blockedReason) {
       setShowValidationErrors(true);
@@ -455,6 +473,12 @@ const AddAutoRouterTab: React.FC<AddAutoRouterTabProps> = ({
       semanticMatchingEnabled,
       embeddingModel,
       defaultModel: resolveComplexityDefaultModel(complexityRouterConfig, complexityRouterConfig.default_model),
+      classifier: usesLlmClassifier(effectiveClassifierType(complexityRouterConfig))
+        ? {
+            model: complexityRouterConfig.classifier_llm_config?.model ?? "",
+            reasoningEffort: complexityRouterConfig.classifier_llm_config?.reasoning_effort,
+          }
+        : undefined,
     };
     const targets = buildAutoRouterTestTargets(testTargetParams);
 
@@ -537,6 +561,15 @@ const AddAutoRouterTab: React.FC<AddAutoRouterTabProps> = ({
                     </button>
                   </div>
                 )}
+                {presetsPending && <div className="text-xs mt-1 text-muted-foreground">Loading templates...</div>}
+                {presetsUnavailable && (
+                  <div className="text-xs mt-1 text-destructive">
+                    Could not load templates, so only Custom Configuration is shown.{" "}
+                    <button type="button" className="underline" onClick={() => void refetchPresets()}>
+                      Retry
+                    </button>
+                  </div>
+                )}
               </div>
 
               {requiresTeamScope && (
@@ -548,7 +581,9 @@ const AddAutoRouterTab: React.FC<AddAutoRouterTabProps> = ({
                     "Select the team this auto router belongs to. Only keys for this team will be able to call it.",
                   )}
                 >
-                  {({ id, value, onChange }) => <TeamDropdown id={id} value={value} onChange={onChange} />}
+                  {({ id, value, onChange }) => (
+                    <TeamDropdown id={id} value={value} onChange={(next) => onChange(next ?? "")} />
+                  )}
                 </FormField>
               )}
 
diff --git a/ui/litellm-dashboard/src/components/add_model/auto_router_connection_test.test.tsx b/ui/litellm-dashboard/src/components/add_model/auto_router_connection_test.test.tsx
index 41fb773dc96..53eb0ae42f4 100644
--- a/ui/litellm-dashboard/src/components/add_model/auto_router_connection_test.test.tsx
+++ b/ui/litellm-dashboard/src/components/add_model/auto_router_connection_test.test.tsx
@@ -17,6 +17,7 @@ const targets: AutoRouterTestTarget[] = [
   { labels: ["SIMPLE"], modelGroup: "gpt-4o-mini", mode: "chat" },
   { labels: ["MEDIUM", "COMPLEX"], modelGroup: "claude-sonnet-4", mode: "chat" },
   { labels: ["Embedding"], modelGroup: "voyage-3-5", mode: "embedding" },
+  { labels: ["Classifier"], modelGroup: "gpt-5-mini", mode: "chat", requestParams: { reasoning_effort: "low" } },
 ];
 
 describe("AutoRouterConnectionTest", () => {
@@ -30,11 +31,12 @@ describe("AutoRouterConnectionTest", () => {
 
     renderWithProviders(<AutoRouterConnectionTest accessToken="sk-test" targets={targets} />);
 
-    await waitFor(() => expect(mock).toHaveBeenCalledTimes(3));
+    await waitFor(() => expect(mock).toHaveBeenCalledTimes(4));
 
     expect(mock).toHaveBeenCalledWith("sk-test", "gpt-4o-mini", "chat");
     expect(mock).toHaveBeenCalledWith("sk-test", "claude-sonnet-4", "chat");
     expect(mock).toHaveBeenCalledWith("sk-test", "voyage-3-5", "embedding");
+    expect(mock).toHaveBeenCalledWith("sk-test", "gpt-5-mini", "chat", { reasoning_effort: "low" });
   });
 
   it("shows a success indicator per target when the routing probe passes", async () => {
@@ -43,7 +45,7 @@ describe("AutoRouterConnectionTest", () => {
 
     renderWithProviders(<AutoRouterConnectionTest accessToken="sk-test" targets={targets} />);
 
-    await waitFor(() => expect(screen.getAllByTestId("test-status-success")).toHaveLength(3));
+    await waitFor(() => expect(screen.getAllByTestId("test-status-success")).toHaveLength(4));
     expect(screen.queryByTestId("test-status-error")).not.toBeInTheDocument();
     expect(screen.getByText("MEDIUM, COMPLEX")).toBeInTheDocument();
   });
@@ -63,7 +65,7 @@ describe("AutoRouterConnectionTest", () => {
     expect(await screen.findByTestId("test-error-message")).toBeInTheDocument();
     expect(screen.getByTestId("test-error-message")).toHaveTextContent("invalid api key");
     expect(screen.getByTestId("test-error-message")).not.toHaveTextContent("litellm.AuthenticationError");
-    expect(screen.getAllByTestId("test-status-success")).toHaveLength(2);
+    expect(screen.getAllByTestId("test-status-success")).toHaveLength(3);
   });
 
   it("renders a non-litellm error string verbatim", async () => {
diff --git a/ui/litellm-dashboard/src/components/add_model/auto_router_connection_test.tsx b/ui/litellm-dashboard/src/components/add_model/auto_router_connection_test.tsx
index 874f83b370f..6ff9b8c8f83 100644
--- a/ui/litellm-dashboard/src/components/add_model/auto_router_connection_test.tsx
+++ b/ui/litellm-dashboard/src/components/add_model/auto_router_connection_test.tsx
@@ -29,7 +29,9 @@ const AutoRouterConnectionTest: React.FC<AutoRouterConnectionTestProps> = ({
     const run = async () => {
       await Promise.all(
         targets.map(async (target, index) => {
-          const result = await testModelGroupConnection(accessToken, target.modelGroup, target.mode);
+          const result = target.requestParams
+            ? await testModelGroupConnection(accessToken, target.modelGroup, target.mode, target.requestParams)
+            : await testModelGroupConnection(accessToken, target.modelGroup, target.mode);
           if (cancelled) return;
           const cleaned: TargetResult =
             result.status === "error" ? { status: "error", error: cleanErrorMessage(result.error) } : result;
@@ -56,14 +58,14 @@ const AutoRouterConnectionTest: React.FC<AutoRouterConnectionTestProps> = ({
   return (
     <div className="space-y-3">
       <p className="mb-2 text-sm text-muted-foreground">
-        Each configured tier routes to a saved model group. Test Connection sends a minimal request through the proxy to
-        each one, exactly as the auto router would.
+        Test Connection sends a minimal request to every configured tier, classifier, default, and embedding model. The
+        classifier probe includes its reasoning effort override.
       </p>
       {targets.map((target, index) => {
         const result = results[index] ?? { status: "pending" };
         return (
           <div
-            key={`${target.modelGroup}-${target.mode}`}
+            key={`${target.labels.join("-")}-${target.modelGroup}-${target.mode}`}
             data-testid="auto-router-test-row"
             className="flex items-start gap-3 rounded-lg border p-3"
           >
diff --git a/ui/litellm-dashboard/src/components/add_model/build_auto_router_test_targets.test.ts b/ui/litellm-dashboard/src/components/add_model/build_auto_router_test_targets.test.ts
index 7c29ea53060..6eb1825710d 100644
--- a/ui/litellm-dashboard/src/components/add_model/build_auto_router_test_targets.test.ts
+++ b/ui/litellm-dashboard/src/components/add_model/build_auto_router_test_targets.test.ts
@@ -126,4 +126,32 @@ describe("buildAutoRouterTestTargets", () => {
     });
     expect(targets).toEqual([{ labels: ["SIMPLE"], modelGroup: "gpt-4o-mini", mode: "chat" }]);
   });
+
+  it("adds a distinct classifier probe with its reasoning effort", () => {
+    const targets = buildAutoRouterTestTargets({
+      tiers: tierEntries(["gpt-5-mini"]),
+      semanticMatchingEnabled: false,
+      embeddingModel: undefined,
+      classifier: { model: "gpt-5-mini", reasoningEffort: "low" },
+    });
+    expect(targets).toEqual([
+      { labels: ["SIMPLE"], modelGroup: "gpt-5-mini", mode: "chat" },
+      {
+        labels: ["Classifier"],
+        modelGroup: "gpt-5-mini",
+        mode: "chat",
+        requestParams: { reasoning_effort: "low" },
+      },
+    ]);
+  });
+
+  it("omits an empty classifier and omits params when the classifier uses provider defaults", () => {
+    const base = { tiers: tierEntries([]), semanticMatchingEnabled: false, embeddingModel: undefined };
+    const emptyClassifier = { ...base, classifier: { model: "   " } };
+    const providerDefaultClassifier = { ...base, classifier: { model: "gpt-5-mini" } };
+    expect(buildAutoRouterTestTargets(emptyClassifier)).toEqual([]);
+    expect(buildAutoRouterTestTargets(providerDefaultClassifier)).toEqual([
+      { labels: ["Classifier"], modelGroup: "gpt-5-mini", mode: "chat" },
+    ]);
+  });
 });
diff --git a/ui/litellm-dashboard/src/components/add_model/build_auto_router_test_targets.ts b/ui/litellm-dashboard/src/components/add_model/build_auto_router_test_targets.ts
index 70b92dbf8cc..295a3b7f400 100644
--- a/ui/litellm-dashboard/src/components/add_model/build_auto_router_test_targets.ts
+++ b/ui/litellm-dashboard/src/components/add_model/build_auto_router_test_targets.ts
@@ -4,6 +4,7 @@ export interface AutoRouterTestTarget {
   labels: string[];
   modelGroup: string;
   mode: AutoRouterTestMode;
+  requestParams?: Record<string, unknown>;
 }
 
 export interface BuildAutoRouterTestTargetsParams {
@@ -14,6 +15,7 @@ export interface BuildAutoRouterTestTargetsParams {
   /** The resolved default model - see resolveComplexityDefaultModel. A live fallback destination,
    * so it is probed even when no tier lists it. */
   defaultModel?: string;
+  classifier?: { model: string; reasoningEffort?: string };
 }
 
 export const buildAutoRouterTestTargets = ({
@@ -21,6 +23,7 @@ export const buildAutoRouterTestTargets = ({
   semanticMatchingEnabled,
   embeddingModel,
   defaultModel,
+  classifier,
 }: BuildAutoRouterTestTargetsParams): AutoRouterTestTarget[] => {
   const tieredByModel = tiers.reduce<Record<string, string[]>>((acc, [tier, models]) => {
     return models.reduce((tierAcc, rawModel) => {
@@ -50,5 +53,17 @@ export const buildAutoRouterTestTargets = ({
       ? [{ labels: ["Embedding"], modelGroup: embeddingModel.trim(), mode: "embedding" as const }]
       : [];
 
-  return [...tierTargets, ...embeddingTarget];
+  const classifierModel = classifier?.model.trim();
+  const classifierTarget: AutoRouterTestTarget[] = classifierModel
+    ? [
+        {
+          labels: ["Classifier"],
+          modelGroup: classifierModel,
+          mode: "chat",
+          ...(classifier?.reasoningEffort && { requestParams: { reasoning_effort: classifier.reasoningEffort } }),
+        },
+      ]
+    : [];
+
+  return [...tierTargets, ...embeddingTarget, ...classifierTarget];
 };
diff --git a/ui/litellm-dashboard/src/components/add_model/build_complexity_router_config.test.ts b/ui/litellm-dashboard/src/components/add_model/build_complexity_router_config.test.ts
index af87cc6c8fb..53ab859baa0 100644
--- a/ui/litellm-dashboard/src/components/add_model/build_complexity_router_config.test.ts
+++ b/ui/litellm-dashboard/src/components/add_model/build_complexity_router_config.test.ts
@@ -4,6 +4,7 @@ import {
   normalizeClassifierLlmConfig,
   getKeywordTierRulesError,
   getClassifierModelError,
+  getClassifierReasoningEffortError,
   getMissingTiersError,
   hydrateCustomTierSet,
   getSemanticConfigError,
@@ -56,6 +57,7 @@ describe("buildComplexityRouterConfig", () => {
       session_affinity: false,
       deployment_affinity: true,
       modality_routing: false,
+      modality_pin_override: false,
       escalation_keywords: ["LITELLM ESCALATE"],
     };
     expect(config).toEqual(expected);
@@ -111,6 +113,21 @@ describe("buildComplexityRouterConfig", () => {
     expect(config.classifier_llm_config).toBeUndefined();
   });
 
+  it("emits heuristic_v2 without classifier-only fields", () => {
+    const trainedParams: BuildComplexityRouterConfigParams = {
+      ...baseParams,
+      classifierType: "heuristic_v2",
+      classifierLlmConfig: { model: "gpt-4o-mini", timeout_ms: 3000 },
+      classifierContextWindowSize: 5,
+      classifierFallback: "heuristic",
+    };
+    const config = buildComplexityRouterConfig(trainedParams);
+    expect(config.classifier_type).toBe("heuristic_v2");
+    expect(config.classifier_llm_config).toBeUndefined();
+    expect(config.classifier_context_window_size).toBeUndefined();
+    expect(config.classifier_fallback).toBeUndefined();
+  });
+
   it("includes classifier_context_window_size and classifier_context_budget_chars only when classifier_type is llm", () => {
     const params: BuildComplexityRouterConfigParams = {
       ...baseParams,
@@ -255,6 +272,14 @@ describe("buildComplexityRouterConfig", () => {
     expect(buildComplexityRouterConfig({ ...baseParams, modalityRouting: false }).modality_routing).toBe(false);
   });
 
+  it("writes modality_pin_override explicitly both ways, so the stored config never relies on the backend default", () => {
+    expect(buildComplexityRouterConfig({ ...baseParams, modalityPinOverride: true }).modality_pin_override).toBe(true);
+    expect(buildComplexityRouterConfig(baseParams).modality_pin_override).toBe(false);
+    expect(buildComplexityRouterConfig({ ...baseParams, modalityPinOverride: false }).modality_pin_override).toBe(
+      false,
+    );
+  });
+
   it("writes session_affinity=true so turning the toggle on overrides the backend's off-by-default", () => {
     const config = buildComplexityRouterConfig({ ...baseParams, sessionAffinity: true });
     expect(config.session_affinity).toBe(true);
@@ -482,6 +507,19 @@ describe("classifier prompt and fallback", () => {
     expect(buildComplexityRouterConfig(llmParams)).not.toHaveProperty("classifier_fallback");
   });
 
+  it("keeps an explicit classifier reasoning effort", () => {
+    const config = buildComplexityRouterConfig({
+      ...llmParams,
+      classifierLlmConfig: { model: "haiku-classifier", timeout_ms: 400, reasoning_effort: "low" },
+    });
+    expect(config.classifier_llm_config?.reasoning_effort).toBe("low");
+  });
+
+  it("omits classifier reasoning effort when the provider default is selected", () => {
+    const config = buildComplexityRouterConfig(llmParams);
+    expect(config.classifier_llm_config).not.toHaveProperty("reasoning_effort");
+  });
+
   it("sends the chat preset the operator picked", () => {
     const config = buildComplexityRouterConfig({
       ...llmParams,
@@ -516,12 +554,16 @@ describe("classifier prompt and fallback", () => {
   });
 
   it("normalizeClassifierLlmConfig leaves a real prompt untouched and strips an empty one", () => {
-    expect(normalizeClassifierLlmConfig({ model: "m", timeout_ms: 1, system_prompt: "x" })).toEqual({
+    const customPromptConfig = { model: "m", timeout_ms: 1, reasoning_effort: "none" as const, system_prompt: "x" };
+    const emptyPromptConfig = { model: "m", timeout_ms: 1, system_prompt: "" };
+    const expectedCustomPromptConfig = {
       model: "m",
       timeout_ms: 1,
+      reasoning_effort: "none",
       system_prompt: "x",
-    });
-    expect(normalizeClassifierLlmConfig({ model: "m", timeout_ms: 1, system_prompt: "" })).toEqual({
+    };
+    expect(normalizeClassifierLlmConfig(customPromptConfig)).toEqual(expectedCustomPromptConfig);
+    expect(normalizeClassifierLlmConfig(emptyPromptConfig)).toEqual({
       model: "m",
       timeout_ms: 1,
     });
@@ -713,6 +755,10 @@ describe("getClassifierModelError", () => {
     expect(getClassifierModelError({ classifier_type: "heuristic" })).toBeNull();
   });
 
+  it("stays quiet for a heuristic v2 router, which runs locally", () => {
+    expect(getClassifierModelError({ classifier_type: "heuristic_v2" })).toBeNull();
+  });
+
   it("blocks an LLM classifier with no model, which the router cannot start without", () => {
     expect(getClassifierModelError({ classifier_type: "llm" })).toBe(
       "Please select a classifier model, or switch back to Heuristic",
@@ -739,6 +785,26 @@ describe("getClassifierModelError", () => {
   });
 });
 
+describe("getClassifierReasoningEffortError", () => {
+  const classifier = {
+    classifier_type: "llm" as const,
+    classifier_llm_config: { model: "classifier", timeout_ms: 3000, reasoning_effort: "low" },
+  };
+
+  it.each([
+    [["low", "medium"], null],
+    [["medium", "high"], "low reasoning effort is not supported"],
+    [null, null],
+    [undefined, null],
+  ])("validates capability levels %o", (supportedReasoningEfforts, expectedError) => {
+    const error = getClassifierReasoningEffortError(classifier, [
+      { model_group: "classifier", supported_reasoning_efforts: supportedReasoningEfforts },
+    ]);
+    if (expectedError) expect(error).toContain(expectedError);
+    else expect(error).toBeNull();
+  });
+});
+
 describe("getKeywordTierRulesError orphaned tiers", () => {
   const rows = activeTierRows({ tiers });
 
@@ -791,13 +857,46 @@ describe("heuristic_first", () => {
   });
 
   it("omits heuristic_first_max_tier on every other classifier type, which the backend rejects it on", () => {
-    for (const classifierType of ["heuristic", "llm"] as const) {
+    for (const classifierType of ["heuristic", "heuristic_v2", "llm"] as const) {
       const config = buildComplexityRouterConfig({ ...heuristicFirstParams, classifierType });
       expect(config.heuristic_first_max_tier).toBeUndefined();
     }
   });
 });
 
+describe("hybrid", () => {
+  const hybridParams: BuildComplexityRouterConfigParams = {
+    ...baseParams,
+    classifierType: "hybrid",
+    hybridBoundaryMargin: 0.03,
+    classifierLlmConfig: { model: "gpt-4o-mini", timeout_ms: 3000 },
+    classifierFallback: "default_model",
+  };
+
+  it("emits hybrid_boundary_margin, zero included since exactly-on-a-boundary is a real setting", () => {
+    expect(buildComplexityRouterConfig(hybridParams).hybrid_boundary_margin).toBe(0.03);
+    expect(buildComplexityRouterConfig({ ...hybridParams, hybridBoundaryMargin: 0 }).hybrid_boundary_margin).toBe(0);
+  });
+
+  it("keeps every classifier key the operator set, since hybrid still calls the classifier", () => {
+    const config = buildComplexityRouterConfig(hybridParams);
+    expect(config.classifier_type).toBe("hybrid");
+    expect(config.classifier_llm_config).toEqual({ model: "gpt-4o-mini", timeout_ms: 3000 });
+    expect(config.classifier_fallback).toBe("default_model");
+  });
+
+  it("omits hybrid_boundary_margin on every other classifier type, which the backend rejects it on", () => {
+    for (const classifierType of ["heuristic", "llm", "heuristic_first"] as const) {
+      const config = buildComplexityRouterConfig({
+        ...hybridParams,
+        classifierType,
+        ...(classifierType === "heuristic_first" && { heuristicFirstMaxTier: "SIMPLE" }),
+      });
+      expect(config.hybrid_boundary_margin).toBeUndefined();
+    }
+  });
+});
+
 describe("classification_mode", () => {
   it("emits user_turn", () => {
     const config = buildComplexityRouterConfig({ ...baseParams, classificationMode: "user_turn" });
@@ -883,11 +982,16 @@ describe("buildComplexityRouterConfig with an edited tier set", () => {
       classifierLlmConfig: {
         model: "gpt-4o-mini",
         timeout_ms: 3000,
+        reasoning_effort: "low",
         system_prompt: "replace the whole rubric",
         classification_rubric: "agentic",
       },
     });
-    expect(payload.classifier_llm_config).toEqual({ model: "gpt-4o-mini", timeout_ms: 3000 });
+    expect(payload.classifier_llm_config).toEqual({
+      model: "gpt-4o-mini",
+      timeout_ms: 3000,
+      reasoning_effort: "low",
+    });
   });
 
   it.each(
@@ -905,10 +1009,12 @@ describe("buildComplexityRouterConfig with an edited tier set", () => {
       dimensionWeights: { length: 1 },
       reasoningOverrideMinScore: 0.5,
       heuristicFirstMaxTier: "SIMPLE",
+      hybridBoundaryMargin: 0.03,
       customTechnicalKeywords: ["kubernetes"],
     };
     const emittingType = key === "heuristic_first_max_tier" ? "heuristic_first" : "llm";
-    expect(buildComplexityRouterConfig({ ...baseParams, ...loaded, classifierType: emittingType })).toHaveProperty(key);
+    const typeForKey = key === "hybrid_boundary_margin" ? "hybrid" : emittingType;
+    expect(buildComplexityRouterConfig({ ...baseParams, ...loaded, classifierType: typeForKey })).toHaveProperty(key);
     expect(build(loaded)).not.toHaveProperty(key);
   });
 
diff --git a/ui/litellm-dashboard/src/components/add_model/build_complexity_router_config.ts b/ui/litellm-dashboard/src/components/add_model/build_complexity_router_config.ts
index af34dc92c0f..b8af55e8c8a 100644
--- a/ui/litellm-dashboard/src/components/add_model/build_complexity_router_config.ts
+++ b/ui/litellm-dashboard/src/components/add_model/build_complexity_router_config.ts
@@ -1,4 +1,5 @@
 import { KeywordTierRule } from "./KeywordTierRules";
+import type { ModelGroup } from "../llm_calls/fetch_models";
 import {
   type CustomTierSet,
   type TierRow,
@@ -55,12 +56,18 @@ import {
 export const normalizeClassifierLlmConfig = ({
   model,
   timeout_ms,
+  reasoning_effort,
   classification_rubric,
   system_prompt,
 }: ClassifierLLMConfig): ClassifierLLMConfig =>
   system_prompt?.trim()
-    ? { model, timeout_ms, system_prompt }
-    : { model, timeout_ms, ...(classification_rubric && { classification_rubric }) };
+    ? { model, timeout_ms, ...(reasoning_effort && { reasoning_effort }), system_prompt }
+    : {
+        model,
+        timeout_ms,
+        ...(reasoning_effort && { reasoning_effort }),
+        ...(classification_rubric && { classification_rubric }),
+      };
 
 interface ScorerKnobInputs {
   classifierType: ClassifierType;
@@ -107,9 +114,11 @@ export interface BuildComplexityRouterConfigParams {
   classifierFallback: ClassifierFallback | undefined;
   classificationPrompt: string | undefined;
   heuristicFirstMaxTier: string | undefined;
+  hybridBoundaryMargin?: number;
   classificationMode: ClassificationMode | undefined;
   sessionAffinity: boolean;
   modalityRouting?: boolean;
+  modalityPinOverride?: boolean;
   deploymentAffinity: boolean;
   customTechnicalKeywords: string[];
   keywordTierRules: KeywordTierRule[];
@@ -163,10 +172,12 @@ export interface ComplexityRouterConfigPayload {
   classifier_fallback?: ClassifierFallback;
   classification_prompt?: string;
   heuristic_first_max_tier?: string;
+  hybrid_boundary_margin?: number;
   classification_mode: ClassificationMode;
   session_affinity: boolean;
   deployment_affinity: boolean;
   modality_routing: boolean;
+  modality_pin_override: boolean;
   custom_technical_keywords?: string[];
   keyword_tier_rules?: { keywords: string[]; tier: KeywordTierRule["tier"] }[];
   semantic_keyword_matching?: boolean;
@@ -264,6 +275,20 @@ export const getClassifierModelError = (
     : "Please select a classifier model, or switch back to Heuristic";
 };
 
+export const getClassifierReasoningEffortError = (
+  config: Pick<ComplexityRouterConfigValue, "custom_tier_set" | "classifier_type" | "classifier_llm_config">,
+  modelInfo: readonly ModelGroup[],
+): string | null => {
+  if (!usesLlmClassifier(effectiveClassifierType(config))) return null;
+  const classifierConfig = config.classifier_llm_config;
+  if (!classifierConfig?.model || !classifierConfig.reasoning_effort) return null;
+  const supported = modelInfo.find(
+    (model) => model.model_group === classifierConfig.model,
+  )?.supported_reasoning_efforts;
+  if (!Array.isArray(supported) || supported.includes(classifierConfig.reasoning_effort)) return null;
+  return `${classifierConfig.reasoning_effort} reasoning effort is not supported by every deployment in ${classifierConfig.model}. Choose Default or a supported value.`;
+};
+
 export const getSemanticConfigError = ({
   semanticMatchingEnabled,
   embeddingModel,
@@ -291,11 +316,15 @@ export const customTierWireFields = (
     tier_definitions: tierDefinitionsFromRows(rows),
     ...(fallback && { fallback_tier: activeTierName(fallback) }),
     classifier_type: "llm",
-    // Rebuilt from the two fields an edited tier set allows. The backend rejects system_prompt and
+    // Rebuilt from the fields an edited tier set allows. The backend rejects system_prompt and
     // classification_rubric beside tier_definitions, and both live inside this object rather than at
     // the top level the omit list covers. The opening instructions ride classification_prompt below.
     ...(classifierLlmConfig && {
-      classifier_llm_config: { model: classifierLlmConfig.model, timeout_ms: classifierLlmConfig.timeout_ms },
+      classifier_llm_config: {
+        model: classifierLlmConfig.model,
+        timeout_ms: classifierLlmConfig.timeout_ms,
+        ...(classifierLlmConfig.reasoning_effort && { reasoning_effort: classifierLlmConfig.reasoning_effort }),
+      },
     }),
     session_affinity: false,
     ...(classificationPrompt?.trim() && { classification_prompt: classificationPrompt.trim() }),
@@ -352,6 +381,7 @@ const classifierWireFields = (
     classifierLlmConfig,
     classifierFallback,
     heuristicFirstMaxTier,
+    hybridBoundaryMargin,
     classifierContextWindowSize,
     classifierContextBudgetChars,
     classifierContextIncludeAssistantTurns,
@@ -360,6 +390,7 @@ const classifierWireFields = (
     | "classifierLlmConfig"
     | "classifierFallback"
     | "heuristicFirstMaxTier"
+    | "hybridBoundaryMargin"
     | "classifierContextWindowSize"
     | "classifierContextBudgetChars"
     | "classifierContextIncludeAssistantTurns"
@@ -371,6 +402,8 @@ const classifierWireFields = (
     classifierFallback !== undefined && { classifier_fallback: classifierFallback }),
   ...(effectiveType === "heuristic_first" &&
     heuristicFirstMaxTier?.trim() && { heuristic_first_max_tier: heuristicFirstMaxTier }),
+  ...(effectiveType === "hybrid" &&
+    hybridBoundaryMargin !== undefined && { hybrid_boundary_margin: hybridBoundaryMargin }),
   ...(usesLlmClassifier(effectiveType) &&
     classifierContextWindowSize !== undefined && {
       classifier_context_window_size: classifierContextWindowSize,
@@ -399,9 +432,11 @@ export const buildComplexityRouterConfig = ({
   classifierFallback,
   classificationPrompt,
   heuristicFirstMaxTier,
+  hybridBoundaryMargin,
   classificationMode,
   sessionAffinity,
   modalityRouting,
+  modalityPinOverride,
   deploymentAffinity,
   customTechnicalKeywords,
   keywordTierRules,
@@ -444,6 +479,7 @@ export const buildComplexityRouterConfig = ({
     classifierLlmConfig,
     classifierFallback,
     heuristicFirstMaxTier,
+    hybridBoundaryMargin,
     classifierContextWindowSize,
     classifierContextBudgetChars,
     classifierContextIncludeAssistantTurns,
@@ -464,6 +500,7 @@ export const buildComplexityRouterConfig = ({
     session_affinity: sessionAffinity,
     deployment_affinity: deploymentAffinity,
     modality_routing: modalityRouting ?? false,
+    modality_pin_override: modalityPinOverride ?? false,
     ...(customTechnicalKeywords.length > 0 && { custom_technical_keywords: customTechnicalKeywords }),
     ...(cleanedKeywordTierRules.length > 0 && { keyword_tier_rules: cleanedKeywordTierRules }),
     escalation_keywords: cleanedEscalationKeywords,
diff --git a/ui/litellm-dashboard/src/components/add_model/complexity_router_tiers.ts b/ui/litellm-dashboard/src/components/add_model/complexity_router_tiers.ts
index 8cdb730cfa6..eb58c94b789 100644
--- a/ui/litellm-dashboard/src/components/add_model/complexity_router_tiers.ts
+++ b/ui/litellm-dashboard/src/components/add_model/complexity_router_tiers.ts
@@ -1,4 +1,5 @@
 import type { ComplexityTier } from "./KeywordTierRules";
+import type { ModelGroup } from "@/components/llm_calls/fetch_models";
 import { TIER_ORDER } from "./tier_rows";
 
 export type TierModelParams = Record<string, unknown>;
@@ -18,6 +19,23 @@ export const REASONING_EFFORT_OPTIONS = ["none", "minimal", "low", "medium", "hi
  */
 export type ReasoningEffort = (typeof REASONING_EFFORT_OPTIONS)[number] | (string & {});
 
+export const tierEffortOptionsForModels = (modelInfo: ModelGroup[]): Record<string, string[]> =>
+  Object.fromEntries(
+    modelInfo.map((model) => [
+      model.model_group,
+      model.supported_reasoning_efforts ?? (model.supports_reasoning ? [...REASONING_EFFORT_OPTIONS] : []),
+    ]),
+  );
+
+/**
+ * Stricter than the tier variant on purpose: classifier overrides are new in this release, so an
+ * unknown capability list stays unknown instead of inventing provider levels.
+ */
+export const classifierEffortOptionsForModels = (
+  modelInfo: ModelGroup[],
+): Record<string, string[] | null | undefined> =>
+  Object.fromEntries(modelInfo.map((model) => [model.model_group, model.supported_reasoning_efforts]));
+
 const asRecord = (raw: unknown): Record<string, unknown> | undefined =>
   typeof raw === "object" && raw !== null && !Array.isArray(raw) ? (raw as Record<string, unknown>) : undefined;
 
diff --git a/ui/litellm-dashboard/src/components/add_model/tier_rows.ts b/ui/litellm-dashboard/src/components/add_model/tier_rows.ts
index d2706a82037..3c5b149f4da 100644
--- a/ui/litellm-dashboard/src/components/add_model/tier_rows.ts
+++ b/ui/litellm-dashboard/src/components/add_model/tier_rows.ts
@@ -122,10 +122,10 @@ export const CUSTOM_TIER_RESTRICTIONS = {
     reason: "Session pinning escalates along the built-in tier ladder, which your tier set replaces",
   },
   heuristicClassifier: {
-    omit: ["heuristic_first_max_tier"],
+    omit: ["heuristic_first_max_tier", "hybrid_boundary_margin"],
     reason:
       "The heuristic scorer only produces the built-in tiers, so an edited set needs the LLM classifier. " +
-      "Heuristic first is out for the same reason: its local scorer decides the cheap traffic",
+      "Heuristic first and hybrid are out for the same reason: their local scorer decides the traffic it is sure of",
   },
   heuristicScoring: {
     omit: [
diff --git a/ui/litellm-dashboard/src/components/alerting/alerting_settings.tsx b/ui/litellm-dashboard/src/components/alerting/alerting_settings.tsx
index 98e876801ac..cff33546fbc 100644
--- a/ui/litellm-dashboard/src/components/alerting/alerting_settings.tsx
+++ b/ui/litellm-dashboard/src/components/alerting/alerting_settings.tsx
@@ -5,6 +5,7 @@ import React, { useState, useEffect } from "react";
 
 import { alertingSettingsCall, updateConfigFieldSetting } from "../networking";
 import DynamicForm from "./dynamic_form";
+import { extractProxyErrorMessage } from "@/lib/http/client";
 import { toast } from "@/lib/toast";
 interface alertingSettingsItem {
   field_name: string;
@@ -43,7 +44,7 @@ const AlertingSettings: React.FC<AlertingSettingsProps> = ({ accessToken, premiu
     setAlertingSettings(updatedSettings);
   };
 
-  const handleSubmit = (formValues: Record<string, any>) => {
+  const handleSubmit = async (formValues: Record<string, any>) => {
     if (!accessToken) {
       return;
     }
@@ -64,18 +65,18 @@ const AlertingSettings: React.FC<AlertingSettingsProps> = ({ accessToken, premiu
     const mergedFormValues = { ...formValues, ...initialFormValues };
     const { slack_alerting, ...alertingArgs } = mergedFormValues;
     try {
-      updateConfigFieldSetting(accessToken, "alerting_args", alertingArgs);
+      await updateConfigFieldSetting(accessToken, "alerting_args", alertingArgs);
       if (typeof slack_alerting === "boolean") {
         if (slack_alerting == true) {
-          updateConfigFieldSetting(accessToken, "alerting", ["slack"]);
+          await updateConfigFieldSetting(accessToken, "alerting", ["slack"]);
         } else {
-          updateConfigFieldSetting(accessToken, "alerting", []);
+          await updateConfigFieldSetting(accessToken, "alerting", []);
         }
       }
       // update value in state
       toast.success("Wait 10s for proxy to update.");
     } catch (error) {
-      // do something
+      toast.error(extractProxyErrorMessage(error));
     }
   };
 
diff --git a/ui/litellm-dashboard/src/components/alerting/dynamic_form.integration.test.tsx b/ui/litellm-dashboard/src/components/alerting/dynamic_form.integration.test.tsx
index f9b9765f59e..7764052173c 100644
--- a/ui/litellm-dashboard/src/components/alerting/dynamic_form.integration.test.tsx
+++ b/ui/litellm-dashboard/src/components/alerting/dynamic_form.integration.test.tsx
@@ -38,6 +38,14 @@ const SETTINGS: Setting[] = [
     stored_in_db: null,
     premium_field: false,
   },
+  {
+    field_name: "daily_spend_per_user_threshold",
+    field_description: "Daily spend threshold per user",
+    field_type: "Float",
+    field_value: 5.5,
+    stored_in_db: true,
+    premium_field: false,
+  },
 ];
 
 const renderForm = (
@@ -170,6 +178,19 @@ describe("DynamicForm change notifications", () => {
     expect(handleInputChange).toHaveBeenCalledWith("daily_report_frequency", 128);
   });
 
+  it("renders a Float field as a decimal-friendly number input and reports changes as numbers", async () => {
+    const user = userEvent.setup();
+    const { handleInputChange } = renderForm();
+
+    const input = screen.getByDisplayValue("5.5");
+    expect(input).toHaveAttribute("type", "number");
+    expect(input).toHaveAttribute("step", "any");
+
+    await user.type(input, "1");
+
+    expect(handleInputChange).toHaveBeenCalledWith("daily_spend_per_user_threshold", 5.51);
+  });
+
   it("reports a reset with the field name and its row index", async () => {
     const user = userEvent.setup();
     const { handleResetField } = renderForm();
@@ -216,7 +237,7 @@ describe("DynamicForm presentation", () => {
 
     expect(screen.getByText("daily_report_frequency")).toBeInTheDocument();
     expect(screen.getByText("How often the report runs")).toBeInTheDocument();
-    expect(screen.getByText("In DB")).toBeInTheDocument();
+    expect(screen.getAllByText("In DB")).toHaveLength(2);
     expect(screen.getByText("In Config")).toBeInTheDocument();
     expect(screen.getByText("Not Set")).toBeInTheDocument();
   });
diff --git a/ui/litellm-dashboard/src/components/alerting/dynamic_form.tsx b/ui/litellm-dashboard/src/components/alerting/dynamic_form.tsx
index be5e76ab0df..42aa58ca0ea 100644
--- a/ui/litellm-dashboard/src/components/alerting/dynamic_form.tsx
+++ b/ui/litellm-dashboard/src/components/alerting/dynamic_form.tsx
@@ -63,11 +63,11 @@ const DynamicForm: React.FC<DynamicFormProps> = ({
   };
 
   const renderControl = (setting: AlertingSetting) => {
-    if (setting.field_type === "Integer") {
+    if (setting.field_type === "Integer" || setting.field_type === "Float") {
       return (
         <Input
           type="number"
-          step={1}
+          step={setting.field_type === "Integer" ? 1 : "any"}
           value={setting.field_value ?? ""}
           onChange={(event) => handleNumericChange(setting, event.target.value)}
         />
diff --git a/ui/litellm-dashboard/src/components/common_components/OrganizationDropdown.test.tsx b/ui/litellm-dashboard/src/components/common_components/OrganizationDropdown.test.tsx
index e0b2b897b36..524ec6a715e 100644
--- a/ui/litellm-dashboard/src/components/common_components/OrganizationDropdown.test.tsx
+++ b/ui/litellm-dashboard/src/components/common_components/OrganizationDropdown.test.tsx
@@ -58,6 +58,17 @@ describe("OrganizationDropdown", () => {
     expect(onChange.mock.calls[0][0]).toBe("org-1");
   });
 
+  it("emits null, never the empty string, when the selection is cleared", async () => {
+    const onChange = vi.fn();
+    const user = userEvent.setup();
+    render(<OrganizationDropdown organizations={MOCK_ORGS} value="org-1" onChange={onChange} />);
+
+    await user.click(screen.getByRole("button", { name: "Clear" }));
+
+    expect(onChange).toHaveBeenCalledTimes(1);
+    expect(onChange).toHaveBeenCalledWith(null);
+  });
+
   it("should filter options by organization id", async () => {
     const user = userEvent.setup();
     render(<OrganizationDropdown organizations={MOCK_ORGS} />);
diff --git a/ui/litellm-dashboard/src/components/common_components/OrganizationDropdown.tsx b/ui/litellm-dashboard/src/components/common_components/OrganizationDropdown.tsx
index 8da35ecd02e..663028b2d92 100644
--- a/ui/litellm-dashboard/src/components/common_components/OrganizationDropdown.tsx
+++ b/ui/litellm-dashboard/src/components/common_components/OrganizationDropdown.tsx
@@ -5,7 +5,7 @@ import { Organization } from "../networking";
 interface OrganizationDropdownProps {
   organizations?: Organization[] | null;
   value?: string;
-  onChange?: (value: string) => void;
+  onChange?: (value: string | null) => void;
   disabled?: boolean;
   loading?: boolean;
   style?: React.CSSProperties;
@@ -32,7 +32,7 @@ const OrganizationDropdown: React.FC<OrganizationDropdownProps> = ({
           sublabel: org.organization_id,
         }))}
         value={value}
-        onValueChange={(organizationId) => onChange?.(organizationId)}
+        onValueChange={(organizationId) => onChange?.(organizationId || null)}
         placeholder={placeholder}
         emptyText={loading ? "Loading organizations…" : "No organizations found"}
         disabled={disabled}
diff --git a/ui/litellm-dashboard/src/components/common_components/team_dropdown.test.tsx b/ui/litellm-dashboard/src/components/common_components/team_dropdown.test.tsx
new file mode 100644
index 00000000000..01b8a12d99c
--- /dev/null
+++ b/ui/litellm-dashboard/src/components/common_components/team_dropdown.test.tsx
@@ -0,0 +1,48 @@
+import { render, screen } from "@testing-library/react";
+import userEvent from "@testing-library/user-event";
+import { describe, expect, it, vi } from "vitest";
+
+import { chooseSelectOption } from "../../../tests/test-utils";
+import type { Team } from "../key_team_helpers/key_list";
+import TeamDropdown from "./team_dropdown";
+
+const TEAMS = [
+  { team_id: "team-1", team_alias: "Alpha Team" },
+  { team_id: "team-2", team_alias: "Beta Team" },
+] as unknown as Team[];
+
+vi.mock("@/app/(dashboard)/hooks/teams/useTeams", () => ({
+  useInfiniteTeams: () => ({
+    data: { pages: [{ teams: TEAMS }] },
+    fetchNextPage: vi.fn(),
+    hasNextPage: false,
+    isFetchingNextPage: false,
+    isLoading: false,
+  }),
+}));
+
+describe("TeamDropdown", () => {
+  it("emits the picked team's id and full object", async () => {
+    const user = userEvent.setup();
+    const onChange = vi.fn();
+    const onTeamSelect = vi.fn();
+    render(<TeamDropdown onChange={onChange} onTeamSelect={onTeamSelect} />);
+
+    await chooseSelectOption(user, screen.getByRole("combobox"), /^Beta Team/);
+
+    expect(onChange).toHaveBeenCalledWith("team-2");
+    expect(onTeamSelect).toHaveBeenCalledWith(TEAMS[1]);
+  });
+
+  it("emits null, never the empty string, when the selection is cleared", async () => {
+    const user = userEvent.setup();
+    const onChange = vi.fn();
+    const onTeamSelect = vi.fn();
+    render(<TeamDropdown value="team-1" onChange={onChange} onTeamSelect={onTeamSelect} />);
+
+    await user.click(screen.getByRole("button", { name: "Clear" }));
+
+    expect(onChange).toHaveBeenCalledWith(null);
+    expect(onTeamSelect).toHaveBeenCalledWith(null);
+  });
+});
diff --git a/ui/litellm-dashboard/src/components/common_components/team_dropdown.tsx b/ui/litellm-dashboard/src/components/common_components/team_dropdown.tsx
index 35121f41598..7d385c2a3f7 100644
--- a/ui/litellm-dashboard/src/components/common_components/team_dropdown.tsx
+++ b/ui/litellm-dashboard/src/components/common_components/team_dropdown.tsx
@@ -5,7 +5,7 @@ import { Team } from "../key_team_helpers/key_list";
 
 interface TeamDropdownProps {
   value?: string;
-  onChange?: (value: string) => void;
+  onChange?: (value: string | null) => void;
   /** Callback with the full Team object (or null on clear). */
   onTeamSelect?: (team: Team | null) => void;
   disabled?: boolean;
@@ -47,7 +47,7 @@ const TeamDropdown: React.FC<TeamDropdownProps> = ({
   }, [data]);
 
   const handleChange = (teamId: string) => {
-    onChange?.(teamId);
+    onChange?.(teamId || null);
     if (onTeamSelect) {
       onTeamSelect(teamId ? teams.find((t) => t.team_id === teamId) ?? null : null);
     }
diff --git a/ui/litellm-dashboard/src/components/edit_auto_router/build_updated_complexity_router_config.test.ts b/ui/litellm-dashboard/src/components/edit_auto_router/build_updated_complexity_router_config.test.ts
index 3e63cbd3b32..f24f3033901 100644
--- a/ui/litellm-dashboard/src/components/edit_auto_router/build_updated_complexity_router_config.test.ts
+++ b/ui/litellm-dashboard/src/components/edit_auto_router/build_updated_complexity_router_config.test.ts
@@ -16,7 +16,7 @@ const storedCustomConfig = (overrides: Record<string, unknown> = {}) => ({
   ],
   fallback_tier: "CASUAL",
   classifier_type: "llm",
-  classifier_llm_config: { model: "gpt-4o-mini", timeout_ms: 3000 },
+  classifier_llm_config: { model: "gpt-4o-mini", timeout_ms: 3000, reasoning_effort: "low" },
   ...overrides,
 });
 
@@ -111,7 +111,7 @@ describe("buildUpdatedComplexityRouterConfig keyword matching", () => {
 const STORED_LLM = {
   tiers: { SIMPLE: ["gpt-4o-mini"], MEDIUM: [], COMPLEX: [], REASONING: [] },
   classifier_type: "llm",
-  classifier_llm_config: { model: "gpt-4o-mini", timeout_ms: 3000 },
+  classifier_llm_config: { model: "gpt-4o-mini", timeout_ms: 3000, reasoning_effort: "low" },
   classifier_context_window_size: 5,
   classifier_context_per_turn_chars: 300,
 };
@@ -257,6 +257,30 @@ describe("buildUpdatedComplexityRouterConfig session affinity", () => {
   });
 });
 
+describe("buildUpdatedComplexityRouterConfig modality pin override", () => {
+  it("writes modality_pin_override explicitly both ways", () => {
+    expect(
+      buildUpdatedComplexityRouterConfig(STORED, { ...FORM_VALUE, modality_pin_override: true }).modality_pin_override,
+    ).toBe(true);
+    expect(
+      buildUpdatedComplexityRouterConfig(STORED, { ...FORM_VALUE, modality_pin_override: false }).modality_pin_override,
+    ).toBe(false);
+  });
+
+  it("re-asserts the backend's off-by-default when the form value is absent, rather than dropping the key", () => {
+    const result = buildUpdatedComplexityRouterConfig({ ...STORED, modality_pin_override: true }, FORM_VALUE);
+    expect(result.modality_pin_override).toBe(false);
+  });
+
+  it("round-trips a stored modality_pin_override=true through hydrate then save", () => {
+    const stored = { ...STORED, modality_routing: true, modality_pin_override: true };
+    const hydrated = hydrateComplexityRouterConfig(stored, undefined);
+
+    expect(hydrated.modality_pin_override).toBe(true);
+    expect(buildUpdatedComplexityRouterConfig(stored, hydrated).modality_pin_override).toBe(true);
+  });
+});
+
 describe("buildUpdatedComplexityRouterConfig classification mode", () => {
   it("round-trips a stored user_turn through hydrate then save", () => {
     const stored = { ...STORED, classification_mode: "user_turn" };
@@ -498,13 +522,15 @@ describe("managed keys survive an untouched open-and-save", () => {
     tier_labels: { SIMPLE: "Cheap" },
     classifier_type: "heuristic_first",
     heuristic_first_max_tier: "SIMPLE",
-    classifier_llm_config: { model: "gpt-4o-mini", timeout_ms: 3000 },
+    classifier_llm_config: { model: "gpt-4o-mini", timeout_ms: 3000, reasoning_effort: "low" },
     classifier_context_window_size: 5,
     classifier_context_budget_chars: 4000,
     classifier_context_include_assistant_turns: true,
     classifier_fallback: "default_model",
     classification_mode: "user_turn",
     session_affinity: true,
+    modality_routing: true,
+    modality_pin_override: true,
     deployment_affinity: false,
     adaptive: true,
     adaptive_weights: { quality: 0.4, cost: 0.6 },
@@ -520,16 +546,21 @@ describe("managed keys survive an untouched open-and-save", () => {
   };
 
   // tier_definitions, fallback_tier and classification_prompt cannot sit beside heuristic_first, which
-  // this fixture uses, so no single stored config can hold every managed key. They get their own round
-  // trip below.
-  const CUSTOM_TIER_ONLY_KEYS = new Set(["tier_definitions", "fallback_tier", "classification_prompt"]);
+  // this fixture uses, and hybrid_boundary_margin belongs to the sibling hybrid type, so no single
+  // stored config can hold every managed key. Each gets its own round trip below.
+  const KEYS_ANOTHER_CLASSIFIER_TYPE_OWNS = new Set([
+    "tier_definitions",
+    "fallback_tier",
+    "classification_prompt",
+    "hybrid_boundary_margin",
+  ]);
 
   it("carries every managed key a built-in router can hold through hydrate then save", () => {
     const hydrated = hydrateComplexityRouterConfig(STORED_ALL_MANAGED, undefined);
     const saved = buildUpdatedComplexityRouterConfig(STORED_ALL_MANAGED, hydrated);
 
     const dropped = [...MANAGED_COMPLEXITY_ROUTER_KEYS]
-      .filter((key) => !CUSTOM_TIER_ONLY_KEYS.has(key))
+      .filter((key) => !KEYS_ANOTHER_CLASSIFIER_TYPE_OWNS.has(key))
       .filter((key) => saved[key] === undefined);
     expect(dropped).toEqual([]);
   });
@@ -583,6 +614,18 @@ describe("managed keys survive an untouched open-and-save", () => {
     );
   });
 
+  it("round-trips a hybrid router's margin, which save requires and the backend rejects without", () => {
+    const storedHybrid: Record<string, unknown> = {
+      ...STORED_ALL_MANAGED,
+      classifier_type: "hybrid",
+      hybrid_boundary_margin: 0.05,
+    };
+    delete storedHybrid.heuristic_first_max_tier;
+    const hydrated = hydrateComplexityRouterConfig(storedHybrid, undefined);
+    expect(hydrated.hybrid_boundary_margin).toBe(0.05);
+    expect(buildUpdatedComplexityRouterConfig(storedHybrid, hydrated).hybrid_boundary_margin).toBe(0.05);
+  });
+
   it("round-trips the heuristic_first threshold, which save requires and the backend rejects without", () => {
     const hydrated = hydrateComplexityRouterConfig(STORED_ALL_MANAGED, undefined);
     expect(hydrated.heuristic_first_max_tier).toBe("SIMPLE");
diff --git a/ui/litellm-dashboard/src/components/edit_auto_router/edit_auto_router_modal.test.ts b/ui/litellm-dashboard/src/components/edit_auto_router/edit_auto_router_modal.test.ts
index 481ba2b6b00..651d5880db4 100644
--- a/ui/litellm-dashboard/src/components/edit_auto_router/edit_auto_router_modal.test.ts
+++ b/ui/litellm-dashboard/src/components/edit_auto_router/edit_auto_router_modal.test.ts
@@ -51,6 +51,7 @@ const expectedClassifiedTierConfig = {
   session_affinity: false,
   deployment_affinity: true,
   modality_routing: false,
+  modality_pin_override: false,
   adaptive: true,
   adaptive_weights: { quality: 0.4, cost: 0.6 },
   adaptive_eligible: "classified_tier",
@@ -74,6 +75,7 @@ const expectedAdaptiveDisabledConfig = {
   session_affinity: false,
   deployment_affinity: true,
   modality_routing: false,
+  modality_pin_override: false,
 };
 
 describe("buildUpdatedComplexityRouterConfig", () => {
@@ -109,6 +111,26 @@ describe("buildUpdatedComplexityRouterConfig", () => {
     expect(disabled.modality_routing).toBe(false);
   });
 
+  it("hydrates a stored modality_pin_override into form state and defaults absent to off", () => {
+    expect(
+      hydrateComplexityRouterConfig({ ...storedConfig, modality_pin_override: true }, null).modality_pin_override,
+    ).toBe(true);
+    expect(hydrateComplexityRouterConfig(storedConfig, null).modality_pin_override).toBe(false);
+  });
+
+  it("round-trips modality_pin_override explicitly in both directions", () => {
+    const enabled = buildUpdatedComplexityRouterConfig(storedConfig, {
+      ...classifiedTierValue,
+      modality_pin_override: true,
+    });
+    expect(enabled.modality_pin_override).toBe(true);
+    const disabled = buildUpdatedComplexityRouterConfig(
+      { ...storedConfig, modality_pin_override: true },
+      { ...classifiedTierValue, modality_pin_override: false },
+    );
+    expect(disabled.modality_pin_override).toBe(false);
+  });
+
   it("includes return_raw_model_name only when enabled", () => {
     const updatedConfig = buildUpdatedComplexityRouterConfig(storedConfig, {
       ...classifiedTierValue,
diff --git a/ui/litellm-dashboard/src/components/edit_auto_router/edit_auto_router_modal.test.tsx b/ui/litellm-dashboard/src/components/edit_auto_router/edit_auto_router_modal.test.tsx
index 96e8549eac8..6067e72e547 100644
--- a/ui/litellm-dashboard/src/components/edit_auto_router/edit_auto_router_modal.test.tsx
+++ b/ui/litellm-dashboard/src/components/edit_auto_router/edit_auto_router_modal.test.tsx
@@ -549,6 +549,50 @@ describe("EditAutoRouterModal deployment affinity", () => {
     await waitFor(() => expect(modelPatchUpdateCall).toHaveBeenCalled());
     expect(savedConfig().deployment_affinity).toBe(false);
   });
+
+  // modality_pin_override is a managed key, so the modal rewrites it from form state on save. A
+  // hydration gap would silently turn a stored override off on the next untouched save.
+  it("shows a stored modality_pin_override=true as on and preserves it through an untouched save", async () => {
+    const user = userEvent.setup();
+    renderWithStoredConfig({ ...STORED_CONFIG, modality_routing: true, modality_pin_override: true });
+
+    await user.click(await screen.findByText("Advanced: Modality Routing"));
+    expect(await screen.findByRole("switch", { name: "Override session pin for image requests" })).toBeChecked();
+
+    await user.click(screen.getByRole("button", { name: /save changes/i }));
+
+    await waitFor(() => expect(modelPatchUpdateCall).toHaveBeenCalled());
+    expect(savedConfig().modality_pin_override).toBe(true);
+  });
+
+  it("persists turning the modality pin override on", async () => {
+    const user = userEvent.setup();
+    renderWithStoredConfig({ ...STORED_CONFIG, modality_routing: true });
+
+    await user.click(await screen.findByText("Advanced: Modality Routing"));
+    await user.click(await screen.findByRole("switch", { name: "Override session pin for image requests" }));
+
+    await user.click(screen.getByRole("button", { name: /save changes/i }));
+
+    await waitFor(() => expect(modelPatchUpdateCall).toHaveBeenCalled());
+    expect(savedConfig().modality_pin_override).toBe(true);
+  });
+
+  it("writes modality_pin_override=false for a stored config that never carried the key", async () => {
+    const user = userEvent.setup();
+    renderWithStoredConfig(STORED_CONFIG);
+
+    await user.click(await screen.findByText("Advanced: Modality Routing"));
+    expect(await screen.findByRole("switch", { name: "Override session pin for image requests" })).toHaveAttribute(
+      "aria-disabled",
+      "true",
+    );
+
+    await user.click(screen.getByRole("button", { name: /save changes/i }));
+
+    await waitFor(() => expect(modelPatchUpdateCall).toHaveBeenCalled());
+    expect(savedConfig().modality_pin_override).toBe(false);
+  });
 });
 
 describe("EditAutoRouterModal custom classifier prompt and fallback", () => {
diff --git a/ui/litellm-dashboard/src/components/edit_auto_router/edit_auto_router_modal.tsx b/ui/litellm-dashboard/src/components/edit_auto_router/edit_auto_router_modal.tsx
index e18582f77a0..54766df93ec 100644
--- a/ui/litellm-dashboard/src/components/edit_auto_router/edit_auto_router_modal.tsx
+++ b/ui/litellm-dashboard/src/components/edit_auto_router/edit_auto_router_modal.tsx
@@ -28,6 +28,7 @@ import {
   type BuildComplexityRouterConfigParams,
   buildComplexityRouterConfig,
   getClassifierModelError,
+  getClassifierReasoningEffortError,
   getKeywordTierRulesError,
   getMissingTiersError,
   getSemanticConfigError,
@@ -89,6 +90,7 @@ export interface StoredComplexityRouterConfig {
   plan_mode_min_tier?: unknown;
   classification_prompt?: unknown;
   heuristic_first_max_tier?: unknown;
+  hybrid_boundary_margin?: unknown;
   tier_labels?: unknown;
   classifier_type?: ClassifierType;
   classifier_llm_config?: ClassifierLLMConfig;
@@ -103,6 +105,7 @@ export interface StoredComplexityRouterConfig {
   reasoning_override_min_score?: unknown;
   session_affinity?: unknown;
   modality_routing?: unknown;
+  modality_pin_override?: unknown;
   deployment_affinity?: unknown;
   adaptive?: boolean;
   adaptive_weights?: AdaptiveRouterWeights;
@@ -167,6 +170,8 @@ export const hydrateComplexityRouterConfig = (
       typeof parsedConfig.heuristic_first_max_tier === "string" && parsedConfig.heuristic_first_max_tier.trim() !== ""
         ? parsedConfig.heuristic_first_max_tier
         : undefined,
+    hybrid_boundary_margin:
+      typeof parsedConfig.hybrid_boundary_margin === "number" ? parsedConfig.hybrid_boundary_margin : undefined,
     classification_mode:
       parsedConfig.classification_mode === "user_turn" || parsedConfig.classification_mode === "every_request"
         ? parsedConfig.classification_mode
@@ -178,6 +183,8 @@ export const hydrateComplexityRouterConfig = (
     session_affinity:
       typeof parsedConfig.session_affinity === "boolean" ? parsedConfig.session_affinity : DEFAULT_SESSION_AFFINITY,
     modality_routing: typeof parsedConfig.modality_routing === "boolean" ? parsedConfig.modality_routing : false,
+    modality_pin_override:
+      typeof parsedConfig.modality_pin_override === "boolean" ? parsedConfig.modality_pin_override : false,
     deployment_affinity:
       typeof parsedConfig.deployment_affinity === "boolean"
         ? parsedConfig.deployment_affinity
@@ -214,9 +221,11 @@ export const MANAGED_COMPLEXITY_ROUTER_KEYS = new Set([
   "classifier_fallback",
   "classification_prompt",
   "heuristic_first_max_tier",
+  "hybrid_boundary_margin",
   "classification_mode",
   "session_affinity",
   "modality_routing",
+  "modality_pin_override",
   "deployment_affinity",
   "adaptive",
   "adaptive_weights",
@@ -303,6 +312,7 @@ export const buildUpdatedComplexityRouterConfig = (
     planModeMinTier: value.plan_mode_min_tier,
     classificationPrompt: value.classification_prompt,
     heuristicFirstMaxTier: value.heuristic_first_max_tier,
+    hybridBoundaryMargin: value.hybrid_boundary_margin,
     classificationMode: value.classification_mode,
     tierLabels: value.tier_labels,
     classifierType: value.classifier_type,
@@ -313,6 +323,7 @@ export const buildUpdatedComplexityRouterConfig = (
     classifierFallback: value.classifier_fallback,
     sessionAffinity: value.session_affinity ?? DEFAULT_SESSION_AFFINITY,
     modalityRouting: value.modality_routing ?? false,
+    modalityPinOverride: value.modality_pin_override ?? false,
     deploymentAffinity: value.deployment_affinity ?? DEFAULT_DEPLOYMENT_AFFINITY,
     customTechnicalKeywords: customTechnicalKeywords ?? [],
     keywordTierRules: keywordMatching?.keywordTierRules ?? [],
@@ -550,6 +561,12 @@ const EditAutoRouterModal: React.FC<EditAutoRouterModalProps> = ({
         toast.fromError(classifierError);
         return;
       }
+      const classifierEffortError = getClassifierReasoningEffortError(complexityRouterConfig, modelInfo);
+      if (classifierEffortError) {
+        setShowValidationErrors(true);
+        toast.fromError(classifierEffortError);
+        return;
+      }
       // Same guards the create form applies (add_auto_router_tab.tsx). The backend rejects a
       // keyword rule with no keyword, and semantic_keyword_matching without an embedding model
       // or keyword rules (complexity_router/config.py), so without these a save fails as a raw
diff --git a/ui/litellm-dashboard/src/components/llm_calls/fetch_models.test.tsx b/ui/litellm-dashboard/src/components/llm_calls/fetch_models.test.tsx
index 998924ce36d..3cb15dc3144 100644
--- a/ui/litellm-dashboard/src/components/llm_calls/fetch_models.test.tsx
+++ b/ui/litellm-dashboard/src/components/llm_calls/fetch_models.test.tsx
@@ -52,6 +52,24 @@ describe("fetchAvailableModels", () => {
     ]);
   });
 
+  it("preserves absent, unknown, empty, and explicit effort capability states", async () => {
+    modelHubCallMock.mockResolvedValue({
+      data: [
+        { model_group: "absent", supports_reasoning: true },
+        { model_group: "unknown", supports_reasoning: true, supported_reasoning_efforts: null },
+        { model_group: "empty", supports_reasoning: true, supported_reasoning_efforts: [] },
+        { model_group: "known", supports_reasoning: true, supported_reasoning_efforts: ["low"] },
+      ],
+    });
+
+    expect(await fetchAvailableModels("token")).toEqual([
+      { model_group: "absent", supports_reasoning: true },
+      { model_group: "empty", supports_reasoning: true, supported_reasoning_efforts: [] },
+      { model_group: "known", supports_reasoning: true, supported_reasoning_efforts: ["low"] },
+      { model_group: "unknown", supports_reasoning: true, supported_reasoning_efforts: null },
+    ]);
+  });
+
   it.each([
     ["an error payload in place of the list", { data: { error: "no access" } }],
     ["a missing data key", {}],
diff --git a/ui/litellm-dashboard/src/components/llm_calls/fetch_models.tsx b/ui/litellm-dashboard/src/components/llm_calls/fetch_models.tsx
index 1f812cf0377..a25055703bf 100644
--- a/ui/litellm-dashboard/src/components/llm_calls/fetch_models.tsx
+++ b/ui/litellm-dashboard/src/components/llm_calls/fetch_models.tsx
@@ -7,7 +7,7 @@ export interface ModelGroup {
   model_group: string;
   mode?: string;
   supports_reasoning?: boolean;
-  supported_reasoning_efforts?: string[];
+  supported_reasoning_efforts?: string[] | null;
 }
 
 interface AvailableModel {
@@ -25,7 +25,9 @@ const toModelGroup = (item: AvailableModel): ModelGroup => {
     model_group: groupName,
     ...(item.mode && { mode: item.mode }),
     ...(item.supports_reasoning === true && { supports_reasoning: true }),
-    ...(item.supported_reasoning_efforts && { supported_reasoning_efforts: item.supported_reasoning_efforts }),
+    ...(item.supported_reasoning_efforts !== undefined && {
+      supported_reasoning_efforts: item.supported_reasoning_efforts,
+    }),
   };
 };
 
diff --git a/ui/litellm-dashboard/src/components/model_info_view.test.tsx b/ui/litellm-dashboard/src/components/model_info_view.test.tsx
index 742d2593ade..768183907db 100644
--- a/ui/litellm-dashboard/src/components/model_info_view.test.tsx
+++ b/ui/litellm-dashboard/src/components/model_info_view.test.tsx
@@ -87,6 +87,7 @@ describe("ModelInfoView", () => {
     accessToken: "test-token",
     userID: "123",
     userRole: "Admin",
+    isViewOnly: false,
     onModelUpdate: vi.fn(),
     modelAccessGroups: ["group1", "group2"],
   };
@@ -328,6 +329,16 @@ describe("ModelInfoView", () => {
     });
   });
 
+  // A proxy_admin_viewer session reads "Admin" through effectiveSessionRole, but the update
+  // and delete endpoints 403 it, so the write buttons must not be offered.
+  it("should disable delete and update buttons for a view-only admin session", async () => {
+    render(<ModelInfoView {...DEFAULT_ADMIN_PROPS} isViewOnly={true} />, { wrapper });
+    await waitFor(() => {
+      expect(screen.getByTestId("delete-model-button")).toBeDisabled();
+    });
+    expect(screen.getByTestId("update-api-key-button")).toBeDisabled();
+  });
+
   it("should disable delete button when model is not a DB model", async () => {
     const nonDbModelData = {
       ...defaultModelData,
diff --git a/ui/litellm-dashboard/src/components/model_info_view.tsx b/ui/litellm-dashboard/src/components/model_info_view.tsx
index f21e98e084c..35afcdb2985 100644
--- a/ui/litellm-dashboard/src/components/model_info_view.tsx
+++ b/ui/litellm-dashboard/src/components/model_info_view.tsx
@@ -53,6 +53,7 @@ interface ModelInfoViewProps {
   accessToken: string | null;
   userID: string | null;
   userRole: string | null;
+  isViewOnly: boolean;
   onModelUpdate?: (updatedModel: any) => void;
   modelAccessGroups: string[] | null;
 }
@@ -117,6 +118,7 @@ export default function ModelInfoView({
   accessToken,
   userID,
   userRole,
+  isViewOnly,
   onModelUpdate,
   modelAccessGroups,
 }: ModelInfoViewProps) {
@@ -167,7 +169,7 @@ export default function ModelInfoView({
   // Keep modelData variable name for backwards compatibility
   const modelData = transformedModelData;
 
-  const canEditModel = canModifyModel({ userRole, userID }, teams ?? null, {
+  const canEditModel = canModifyModel({ userRole, userID, isViewOnly }, teams ?? null, {
     teamId: modelData?.model_info?.team_id,
     isDbModel: modelData?.model_info?.db_model === true,
   });
diff --git a/ui/litellm-dashboard/src/components/networking.test.ts b/ui/litellm-dashboard/src/components/networking.test.ts
index 71296bc1dfd..335a5f8b816 100644
--- a/ui/litellm-dashboard/src/components/networking.test.ts
+++ b/ui/litellm-dashboard/src/components/networking.test.ts
@@ -617,6 +617,15 @@ describe("buildModelGroupTestRequest", () => {
     expect(path).toBe("/v1/embeddings");
     expect(body).toEqual({ model: "text-embedding-3-small", input: "test from litellm" });
   });
+
+  it("adds classifier request parameters to a chat probe", () => {
+    const { body } = Networking.buildModelGroupTestRequest("gpt-5-mini", "chat", { reasoning_effort: "low" });
+    expect(body).toEqual({
+      model: "gpt-5-mini",
+      messages: [{ role: "user", content: "test from litellm" }],
+      reasoning_effort: "low",
+    });
+  });
 });
 
 describe("testMCPToolsListRequest auth headers", () => {
diff --git a/ui/litellm-dashboard/src/components/networking.tsx b/ui/litellm-dashboard/src/components/networking.tsx
index b53a67f9bcc..7e0f6c7e4f5 100644
--- a/ui/litellm-dashboard/src/components/networking.tsx
+++ b/ui/litellm-dashboard/src/components/networking.tsx
@@ -90,6 +90,7 @@ import type {
 } from "@/app/(dashboard)/caching/_components/coordination_redis_settings/types";
 import { MCP_TOOLS_PREVIEW_FORBIDDEN_MESSAGE } from "./mcp_tools/constants";
 import type { ComplexityRouterConfigPayload } from "./add_model/build_complexity_router_config";
+import type { AutoRouterPresetsResponse } from "@/lib/autorouter_presets";
 import type { VectorStoreIndex } from "@/app/(dashboard)/vector-stores/_components/IndexesTab";
 import type { RoutingDecision } from "./view_logs/LogDetailsDrawer/RoutingDecisionCard";
 import {
@@ -310,6 +311,8 @@ export interface AgentCredentialFieldMetadata {
   options?: string[] | null;
   default_value?: string | null;
   include_in_litellm_params?: boolean;
+  validation_pattern?: string | null;
+  validation_message?: string | null;
 }
 
 export interface AgentCreateInfo {
@@ -408,6 +411,15 @@ export const getComplexityScorerDefaults = async (): Promise<ComplexityScorerDef
   return await apiClient.get(`/public/complexity_router/scorer_defaults`);
 };
 
+export const getAutoRouterPresets = async (): Promise<AutoRouterPresetsResponse> => {
+  /**
+   * Fetch the auto-router preset catalog from the proxy's public endpoint. The template picker
+   * renders from this rather than from a copy in the dashboard, so a catalog update propagates
+   * without a dashboard release.
+   */
+  return await apiClient.get(`/public/autorouter_presets`);
+};
+
 export const getAgentCreateMetadata = async (): Promise<AgentCreateInfo[]> => {
   /**
    * Fetch agent type metadata from the proxy's public endpoint.
@@ -2040,6 +2052,8 @@ interface UiSpendLogsParams {
   min_spend?: number;
   max_spend?: number;
   exclude_internal_health_checks?: boolean;
+  group_by_session?: boolean;
+  session_cursor?: string;
 }
 
 interface UiSpendLogsCallOptions {
@@ -2368,20 +2382,22 @@ export type ModelGroupConnectionResult = { status: "success" } | { status: "erro
 export const buildModelGroupTestRequest = (
   modelGroup: string,
   mode: "chat" | "embedding",
+  requestParams: Record<string, unknown> = {},
 ): { path: string; body: Record<string, unknown> } =>
   mode === "embedding"
     ? { path: "/v1/embeddings", body: { model: modelGroup, input: "test from litellm" } }
     : {
         path: "/v1/chat/completions",
-        body: { model: modelGroup, messages: [{ role: "user", content: "test from litellm" }] },
+        body: { ...requestParams, model: modelGroup, messages: [{ role: "user", content: "test from litellm" }] },
       };
 
 export const testModelGroupConnection = async (
   accessToken: string,
   modelGroup: string,
   mode: "chat" | "embedding",
+  requestParams?: Record<string, unknown>,
 ): Promise<ModelGroupConnectionResult> => {
-  const { path, body } = buildModelGroupTestRequest(modelGroup, mode);
+  const { path, body } = buildModelGroupTestRequest(modelGroup, mode, requestParams);
   try {
     await apiClient.post(path, { accessToken, body });
     return { status: "success" };
@@ -6970,7 +6986,7 @@ export const vectorStoreSearchCall = async (
     if (!response.ok) {
       const errorData = await response.text();
       await handleError(errorData);
-      return null;
+      throw new Error(errorData);
     }
 
     const data = await response.json();
diff --git a/ui/litellm-dashboard/src/components/object_permissions_view.tsx b/ui/litellm-dashboard/src/components/object_permissions_view.tsx
index 011791fa18d..e90645a9e9f 100644
--- a/ui/litellm-dashboard/src/components/object_permissions_view.tsx
+++ b/ui/litellm-dashboard/src/components/object_permissions_view.tsx
@@ -3,9 +3,12 @@ import VectorStorePermissions from "./permissions/VectorStorePermissions";
 import MCPServerPermissions from "./permissions/MCPServerPermissions";
 import AgentPermissions from "./permissions/AgentPermissions";
 import type { ObjectPermission } from "./object_permission_types";
+import type { InheritedGrant } from "./permissions/inheritedGrants";
 
 interface ObjectPermissionsViewProps {
   objectPermission?: ObjectPermission | null;
+  inheritedMcpServers?: InheritedGrant[];
+  inheritedAgents?: InheritedGrant[];
   variant?: "card" | "inline";
   className?: string;
   accessToken?: string | null;
@@ -13,6 +16,8 @@ interface ObjectPermissionsViewProps {
 
 export function ObjectPermissionsView({
   objectPermission,
+  inheritedMcpServers = [],
+  inheritedAgents = [],
   variant = "card",
   className = "",
   accessToken,
@@ -34,9 +39,15 @@ export function ObjectPermissionsView({
         mcpAccessGroups={mcpAccessGroups}
         mcpToolPermissions={mcpToolPermissions}
         mcpToolsets={mcpToolsets}
+        inheritedMcpServers={inheritedMcpServers}
+        accessToken={accessToken}
+      />
+      <AgentPermissions
+        agents={agents}
+        agentAccessGroups={agentAccessGroups}
+        inheritedAgents={inheritedAgents}
         accessToken={accessToken}
       />
-      <AgentPermissions agents={agents} agentAccessGroups={agentAccessGroups} accessToken={accessToken} />
       <div className="min-w-0 rounded-md border border-border p-4">
         <p className="text-sm font-medium text-foreground">Search tools</p>
         {searchTools.length === 0 ? (
diff --git a/ui/litellm-dashboard/src/components/organisms/create_key_button.integration.test.tsx b/ui/litellm-dashboard/src/components/organisms/create_key_button.integration.test.tsx
index 8630be8548f..045dcfa3ceb 100644
--- a/ui/litellm-dashboard/src/components/organisms/create_key_button.integration.test.tsx
+++ b/ui/litellm-dashboard/src/components/organisms/create_key_button.integration.test.tsx
@@ -750,6 +750,19 @@ describe("CreateKey", () => {
 
       expect((await createdPayload()).organization_id).toBe("org-1");
     });
+
+    it("drops organization_id when the chosen organization is cleared again", async () => {
+      state.organizations = [{ organization_id: "org-1", organization_alias: "Engineering" }];
+      await openModal();
+      await nameTheKey();
+
+      await userEvent.click(await screen.findByLabelText("Organization"));
+      await userEvent.click(await screen.findByRole("option", { name: /Engineering/ }));
+      await userEvent.click(await screen.findByRole("button", { name: "Clear" }));
+      await submit();
+
+      expect((await createdPayload()).organization_id).toBeUndefined();
+    });
   });
 
   describe("policy and prompt fields", () => {
diff --git a/ui/litellm-dashboard/src/components/organisms/create_key_button.tsx b/ui/litellm-dashboard/src/components/organisms/create_key_button.tsx
index d38a8995c1b..ee3a88acba0 100644
--- a/ui/litellm-dashboard/src/components/organisms/create_key_button.tsx
+++ b/ui/litellm-dashboard/src/components/organisms/create_key_button.tsx
@@ -587,9 +587,9 @@ const CreateKey: React.FC<CreateKeyProps> = ({ team, teams, data, addKey, autoOp
     }
   };
 
-  const changeOrganization = (write: FieldWrite) => (orgId: string) => {
-    write(orgId);
-    setSelectedOrganizationId(orgId || null);
+  const changeOrganization = (write: FieldWrite) => (orgId: string | null) => {
+    write(orgId ?? undefined);
+    setSelectedOrganizationId(orgId);
     // Clear team and project when org changes
     setSelectedCreateKeyTeam(null);
     setSelectedProjectId(null);
diff --git a/ui/litellm-dashboard/src/components/permissions/AgentPermissions.test.tsx b/ui/litellm-dashboard/src/components/permissions/AgentPermissions.test.tsx
new file mode 100644
index 00000000000..01c7b60b8a5
--- /dev/null
+++ b/ui/litellm-dashboard/src/components/permissions/AgentPermissions.test.tsx
@@ -0,0 +1,71 @@
+import { describe, it, expect, vi, beforeEach } from "vitest";
+import { render, screen } from "@testing-library/react";
+import userEvent from "@testing-library/user-event";
+import AgentPermissions from "./AgentPermissions";
+import * as networking from "../networking";
+
+vi.mock("../networking");
+
+describe("AgentPermissions", () => {
+  const accessToken = "test-token";
+  const agentId = "90337622-756e-4f25-98f0-01fc8174aa24";
+
+  beforeEach(() => {
+    vi.clearAllMocks();
+  });
+
+  it("lists agents inherited from access groups, counts them, and names the groups on hover", async () => {
+    const user = userEvent.setup();
+    vi.mocked(networking.getAgentsList).mockResolvedValue({
+      agents: [{ agent_id: agentId, agent_name: "support_agent" }],
+    });
+
+    render(
+      <AgentPermissions
+        agents={[]}
+        inheritedAgents={[{ id: agentId, accessGroupNames: ["platform-tools", "support"] }]}
+        accessToken={accessToken}
+      />,
+    );
+
+    const row = await screen.findByText(/support_agent/);
+    expect(screen.getByText("1")).toBeInTheDocument();
+    expect(screen.queryByText("No agents or access groups configured")).not.toBeInTheDocument();
+    expect(networking.getAgentsList).toHaveBeenCalledWith(accessToken);
+
+    await user.hover(row);
+    expect(
+      await screen.findByText(`Granted via access groups platform-tools, support. Full ID: ${agentId}`),
+    ).toBeInTheDocument();
+  });
+
+  it("does not double-list an agent that is both granted directly and inherited", async () => {
+    const user = userEvent.setup();
+    vi.mocked(networking.getAgentsList).mockResolvedValue({
+      agents: [{ agent_id: agentId, agent_name: "support_agent" }],
+    });
+
+    render(
+      <AgentPermissions
+        agents={[agentId]}
+        inheritedAgents={[{ id: agentId, accessGroupNames: ["support"] }]}
+        accessToken={accessToken}
+      />,
+    );
+
+    const row = await screen.findByText(/support_agent/);
+    expect(screen.getAllByText(/support_agent/)).toHaveLength(1);
+    expect(screen.getByText("1")).toBeInTheDocument();
+
+    await user.hover(row);
+    expect(await screen.findByText(`Full ID: ${agentId}`)).toBeInTheDocument();
+  });
+
+  it("shows the empty state when nothing is granted directly or inherited", () => {
+    render(<AgentPermissions agents={[]} inheritedAgents={[]} accessToken={accessToken} />);
+
+    expect(screen.getByText("No agents or access groups configured")).toBeInTheDocument();
+    expect(screen.getByText("0")).toBeInTheDocument();
+    expect(networking.getAgentsList).not.toHaveBeenCalled();
+  });
+});
diff --git a/ui/litellm-dashboard/src/components/permissions/AgentPermissions.tsx b/ui/litellm-dashboard/src/components/permissions/AgentPermissions.tsx
index d84bd1834f8..d1ca25c975b 100644
--- a/ui/litellm-dashboard/src/components/permissions/AgentPermissions.tsx
+++ b/ui/litellm-dashboard/src/components/permissions/AgentPermissions.tsx
@@ -3,6 +3,7 @@ import { UserGroupIcon } from "@heroicons/react/outline";
 import { Badge } from "@/components/ui/badge";
 import { Tooltip, TooltipContent, TooltipProvider, TooltipTrigger } from "@/components/ui/tooltip";
 import { getAgentsList } from "../networking";
+import { InheritedGrant, inheritedGrantTooltip } from "./inheritedGrants";
 
 interface Agent {
   agent_id: string;
@@ -14,16 +15,24 @@ interface Agent {
 interface AgentPermissionsProps {
   agents: string[];
   agentAccessGroups?: string[];
+  inheritedAgents?: InheritedGrant[];
   accessToken?: string | null;
 }
 
-export function AgentPermissions({ agents, agentAccessGroups = [], accessToken }: AgentPermissionsProps) {
+export function AgentPermissions({
+  agents,
+  agentAccessGroups = [],
+  inheritedAgents = [],
+  accessToken,
+}: AgentPermissionsProps) {
   const [agentDetails, setAgentDetails] = useState<Agent[]>([]);
+  const inheritedOnlyAgents = inheritedAgents.filter((grant) => !agents.includes(grant.id));
+  const agentIdCount = agents.length + inheritedOnlyAgents.length;
 
   // Fetch agent details when component mounts
   useEffect(() => {
     const fetchAgentDetails = async () => {
-      if (accessToken && agents.length > 0) {
+      if (accessToken && agentIdCount > 0) {
         try {
           const response = await getAgentsList(accessToken);
           if (response && response.agents && Array.isArray(response.agents)) {
@@ -35,7 +44,7 @@ export function AgentPermissions({ agents, agentAccessGroups = [], accessToken }
       }
     };
     fetchAgentDetails();
-  }, [accessToken, agents.length]);
+  }, [accessToken, agentIdCount]);
 
   // Function to get display name for agent
   const getAgentDisplayName = (agentId: string) => {
@@ -47,10 +56,10 @@ export function AgentPermissions({ agents, agentAccessGroups = [], accessToken }
     return agentId;
   };
 
-  // Merge agents and access groups into one list
   const mergedItems = [
-    ...agents.map((agent) => ({ type: "agent", value: agent })),
-    ...agentAccessGroups.map((group) => ({ type: "accessGroup", value: group })),
+    ...agents.map((agent) => ({ type: "agent", value: agent, tooltip: `Full ID: ${agent}` })),
+    ...inheritedOnlyAgents.map((grant) => ({ type: "agent", value: grant.id, tooltip: inheritedGrantTooltip(grant) })),
+    ...agentAccessGroups.map((group) => ({ type: "accessGroup", value: group, tooltip: "" })),
   ];
   const totalCount = mergedItems.length;
 
@@ -77,7 +86,7 @@ export function AgentPermissions({ agents, agentAccessGroups = [], accessToken }
                             {getAgentDisplayName(item.value)}
                           </span>
                         </TooltipTrigger>
-                        <TooltipContent>{`Full ID: ${item.value}`}</TooltipContent>
+                        <TooltipContent>{item.tooltip}</TooltipContent>
                       </Tooltip>
                     </TooltipProvider>
                   ) : (
diff --git a/ui/litellm-dashboard/src/components/permissions/MCPServerPermissions.test.tsx b/ui/litellm-dashboard/src/components/permissions/MCPServerPermissions.test.tsx
index c2df945f367..78ede9865a4 100644
--- a/ui/litellm-dashboard/src/components/permissions/MCPServerPermissions.test.tsx
+++ b/ui/litellm-dashboard/src/components/permissions/MCPServerPermissions.test.tsx
@@ -406,4 +406,55 @@ describe("MCPServerPermissions", () => {
     );
     await waitFor(() => expect(screen.getByText("Blocked")).toHaveAttribute("data-variant", "destructive"));
   });
+
+  it("lists servers inherited from access groups, counts them, and names the group on hover", async () => {
+    const user = userEvent.setup();
+    vi.mocked(networking.fetchMCPServers).mockResolvedValue([
+      { server_id: mockServerId1, server_name: mockServerName1, alias: mockServerName1 },
+    ]);
+
+    render(
+      <MCPServerPermissions
+        mcpServers={[]}
+        mcpAccessGroups={[]}
+        mcpToolPermissions={{}}
+        inheritedMcpServers={[{ id: mockServerId1, accessGroupNames: ["platform-tools"] }]}
+        accessToken={mockAccessToken}
+      />,
+    );
+
+    const row = await screen.findByText(/DW_MCP/);
+    expect(screen.getByText("1")).toBeInTheDocument();
+    expect(screen.queryByText("No MCP servers, access groups, or toolsets configured")).not.toBeInTheDocument();
+    expect(networking.fetchMCPServers).toHaveBeenCalledWith(mockAccessToken);
+
+    await user.hover(row);
+    expect(
+      await screen.findByText(`Granted via access group platform-tools. Full ID: ${mockServerId1}`),
+    ).toBeInTheDocument();
+  });
+
+  it("does not double-list a server that is both granted directly and inherited", async () => {
+    const user = userEvent.setup();
+    vi.mocked(networking.fetchMCPServers).mockResolvedValue([
+      { server_id: mockServerId2, server_name: mockServerName2, alias: mockServerName2 },
+    ]);
+
+    render(
+      <MCPServerPermissions
+        mcpServers={[mockServerId2]}
+        mcpAccessGroups={[]}
+        mcpToolPermissions={{}}
+        inheritedMcpServers={[{ id: mockServerId2, accessGroupNames: ["platform-tools"] }]}
+        accessToken={mockAccessToken}
+      />,
+    );
+
+    const row = await screen.findByText(/Test Server/);
+    expect(screen.getAllByText(/Test Server/)).toHaveLength(1);
+    expect(screen.getByText("1")).toBeInTheDocument();
+
+    await user.hover(row);
+    expect(await screen.findByText(`Full ID: ${mockServerId2}`)).toBeInTheDocument();
+  });
 });
diff --git a/ui/litellm-dashboard/src/components/permissions/MCPServerPermissions.tsx b/ui/litellm-dashboard/src/components/permissions/MCPServerPermissions.tsx
index f11bc6b9627..65f210addfa 100644
--- a/ui/litellm-dashboard/src/components/permissions/MCPServerPermissions.tsx
+++ b/ui/litellm-dashboard/src/components/permissions/MCPServerPermissions.tsx
@@ -5,12 +5,14 @@ import { Tooltip, TooltipContent, TooltipTrigger } from "@/components/ui/tooltip
 import { fetchMCPServers, fetchMCPToolsets } from "../networking";
 import { MCPServer, MCPToolset } from "../mcp_tools/types";
 import { ALL_PROXY_MCP_SERVERS_SENTINEL, NO_MCP_SERVERS_SENTINEL } from "../mcp_tools/constants";
+import { InheritedGrant, inheritedGrantTooltip } from "./inheritedGrants";
 
 interface MCPServerPermissionsProps {
   mcpServers: string[];
   mcpAccessGroups?: string[];
   mcpToolPermissions?: Record<string, string[]>;
   mcpToolsets?: string[];
+  inheritedMcpServers?: InheritedGrant[];
   accessToken?: string | null;
 }
 
@@ -19,6 +21,7 @@ export function MCPServerPermissions({
   mcpAccessGroups = [],
   mcpToolPermissions = {},
   mcpToolsets = [],
+  inheritedMcpServers = [],
   accessToken,
 }: MCPServerPermissionsProps) {
   const [mcpServerDetails, setMCPServerDetails] = useState<MCPServer[]>([]);
@@ -50,10 +53,16 @@ export function MCPServerPermissions({
     });
   };
 
+  const directServerIds = mcpServers.filter(
+    (server) => server !== NO_MCP_SERVERS_SENTINEL && server !== ALL_PROXY_MCP_SERVERS_SENTINEL,
+  );
+  const inheritedOnlyServers = inheritedMcpServers.filter((grant) => !mcpServers.includes(grant.id));
+  const serverIdCount = directServerIds.length + inheritedOnlyServers.length;
+
   // Fetch MCP server details when component mounts
   useEffect(() => {
     const fetchMCPServerDetails = async () => {
-      if (accessToken && mcpServers.length > 0) {
+      if (accessToken && serverIdCount > 0) {
         try {
           const response = await fetchMCPServers(accessToken);
           if (response && Array.isArray(response)) {
@@ -67,7 +76,7 @@ export function MCPServerPermissions({
       }
     };
     fetchMCPServerDetails();
-  }, [accessToken, mcpServers.length]);
+  }, [accessToken, serverIdCount]);
 
   // Fetch toolset details
   useEffect(() => {
@@ -98,12 +107,14 @@ export function MCPServerPermissions({
   const blocksAllMcpServers = mcpServers.includes(NO_MCP_SERVERS_SENTINEL);
   const grantsAllProxyMcpServers = mcpServers.includes(ALL_PROXY_MCP_SERVERS_SENTINEL);
 
-  // Merge servers and access groups into one list
   const mergedItems = [
-    ...mcpServers
-      .filter((server) => server !== NO_MCP_SERVERS_SENTINEL && server !== ALL_PROXY_MCP_SERVERS_SENTINEL)
-      .map((server) => ({ type: "server", value: server })),
-    ...mcpAccessGroups.map((group) => ({ type: "accessGroup", value: group })),
+    ...directServerIds.map((server) => ({ type: "server", value: server, tooltip: `Full ID: ${server}` })),
+    ...inheritedOnlyServers.map((grant) => ({
+      type: "server",
+      value: grant.id,
+      tooltip: inheritedGrantTooltip(grant),
+    })),
+    ...mcpAccessGroups.map((group) => ({ type: "accessGroup", value: group, tooltip: "" })),
   ];
   const totalCount = mergedItems.length + mcpToolsets.length;
 
@@ -153,7 +164,7 @@ export function MCPServerPermissions({
                             {getMCPServerDisplayName(item.value)}
                           </span>
                         </TooltipTrigger>
-                        <TooltipContent>{`Full ID: ${item.value}`}</TooltipContent>
+                        <TooltipContent>{item.tooltip}</TooltipContent>
                       </Tooltip>
                     ) : (
                       <div className="inline-flex items-center gap-2 min-w-0">
diff --git a/ui/litellm-dashboard/src/components/permissions/inheritedGrants.test.ts b/ui/litellm-dashboard/src/components/permissions/inheritedGrants.test.ts
new file mode 100644
index 00000000000..766f8f23f0b
--- /dev/null
+++ b/ui/litellm-dashboard/src/components/permissions/inheritedGrants.test.ts
@@ -0,0 +1,61 @@
+import { describe, expect, it } from "vitest";
+import { computeInheritedGrants, inheritedGrantTooltip } from "./inheritedGrants";
+import { TeamAccessGroupModelGrant } from "../team/teamModelAccess";
+
+const GRANTS: TeamAccessGroupModelGrant[] = [
+  { access_group_id: "ag-1", access_group_name: "platform-tools", models: [], mcp_server_ids: ["mcp-1", "mcp-2"] },
+  {
+    access_group_id: "ag-2",
+    access_group_name: "support",
+    models: [],
+    mcp_server_ids: ["mcp-2"],
+    agent_ids: ["agent-1"],
+  },
+];
+
+describe("computeInheritedGrants", () => {
+  it("attributes each id to every group that grants it, in group order", () => {
+    expect(computeInheritedGrants(["mcp-1", "mcp-2"], GRANTS, (g) => g.mcp_server_ids)).toEqual([
+      { id: "mcp-1", accessGroupNames: ["platform-tools"] },
+      { id: "mcp-2", accessGroupNames: ["platform-tools", "support"] },
+    ]);
+  });
+
+  it("keeps ids the flat list carries but no group detail explains, with no group names", () => {
+    expect(computeInheritedGrants(["agent-1", "agent-legacy"], GRANTS, (g) => g.agent_ids)).toEqual([
+      { id: "agent-1", accessGroupNames: ["support"] },
+      { id: "agent-legacy", accessGroupNames: [] },
+    ]);
+  });
+
+  it("falls back to the group details when the flat list is missing, without duplicates", () => {
+    expect(computeInheritedGrants(undefined, GRANTS, (g) => g.mcp_server_ids).map((g) => g.id)).toEqual([
+      "mcp-1",
+      "mcp-2",
+    ]);
+  });
+
+  it("returns nothing when neither source has ids", () => {
+    expect(computeInheritedGrants(undefined, undefined, (g) => g.agent_ids)).toEqual([]);
+  });
+});
+
+describe("inheritedGrantTooltip", () => {
+  it("names a single group", () => {
+    expect(inheritedGrantTooltip({ id: "mcp-1", accessGroupNames: ["platform-tools"] })).toBe(
+      "Granted via access group platform-tools. Full ID: mcp-1",
+    );
+  });
+
+  it("lists several groups", () => {
+    expect(inheritedGrantTooltip({ id: "mcp-2", accessGroupNames: ["platform-tools", "support"] })).toBe(
+      "Granted via access groups platform-tools, support. Full ID: mcp-2",
+    );
+  });
+
+  it("stays generic when the proxy did not say which group granted it", () => {
+    expect(inheritedGrantTooltip({ id: "agent-legacy", accessGroupNames: [] })).toBe(
+      "Granted via an access group. Full ID: agent-legacy",
+    );
+  });
+});
diff --git a/ui/litellm-dashboard/src/components/permissions/inheritedGrants.ts b/ui/litellm-dashboard/src/components/permissions/inheritedGrants.ts
new file mode 100644
index 00000000000..fb78de5ed77
--- /dev/null
+++ b/ui/litellm-dashboard/src/components/permissions/inheritedGrants.ts
@@ -0,0 +1,26 @@
+import { describeGroups, TeamAccessGroupModelGrant } from "../team/teamModelAccess";
+
+export interface InheritedGrant {
+  id: string;
+  accessGroupNames: string[];
+}
+
+export function computeInheritedGrants(
+  ids: string[] | undefined,
+  grants: TeamAccessGroupModelGrant[] | undefined,
+  idsOf: (grant: TeamAccessGroupModelGrant) => string[] | undefined,
+): InheritedGrant[] {
+  const known = grants ?? [];
+  const allIds = [...new Set([...(ids ?? []), ...known.flatMap((grant) => idsOf(grant) ?? [])])];
+  return allIds.map((id) => ({
+    id,
+    accessGroupNames: known
+      .filter((grant) => (idsOf(grant) ?? []).includes(id))
+      .map((grant) => grant.access_group_name),
+  }));
+}
+
+export const inheritedGrantTooltip = (grant: InheritedGrant): string => {
+  const source = grant.accessGroupNames.length > 0 ? describeGroups(grant.accessGroupNames) : "an access group";
+  return `Granted via ${source}. Full ID: ${grant.id}`;
+};
diff --git a/ui/litellm-dashboard/src/components/settings.tsx b/ui/litellm-dashboard/src/components/settings.tsx
index 72da01d0918..9cb55b6ed5c 100644
--- a/ui/litellm-dashboard/src/components/settings.tsx
+++ b/ui/litellm-dashboard/src/components/settings.tsx
@@ -293,6 +293,8 @@ const Settings: React.FC<SettingsPageProps> = ({ accessToken, userRole, userID,
     llm_too_slow: "LLM Responses Too Slow",
     llm_requests_hanging: "LLM Requests Hanging",
     budget_alerts: "Budget Alerts (API Keys, Users)",
+    user_spend_thresholds: "User Spend Thresholds (Daily/Monthly)",
+    user_spend_anomalies: "User Spend Anomaly Detection",
     db_exceptions: "Database Exceptions (Read/Write)",
     daily_reports: "Weekly/Monthly Spend Reports",
     outage_alerts: "Outage Alerts",
diff --git a/ui/litellm-dashboard/src/components/team/TeamInfo.test.tsx b/ui/litellm-dashboard/src/components/team/TeamInfo.test.tsx
index ca1e0413dcb..a9c1077e96b 100644
--- a/ui/litellm-dashboard/src/components/team/TeamInfo.test.tsx
+++ b/ui/litellm-dashboard/src/components/team/TeamInfo.test.tsx
@@ -38,6 +38,9 @@ vi.mock("@/components/networking", () => ({
   organizationInfoCall: vi.fn(),
   getRouterSettingsCall: vi.fn().mockResolvedValue({ fields: [] }),
   getPassThroughEndpointsCall: vi.fn(),
+  fetchMCPServers: vi.fn().mockResolvedValue([]),
+  fetchMCPToolsets: vi.fn().mockResolvedValue([]),
+  getAgentsList: vi.fn().mockResolvedValue({ agents: [] }),
 }));
 
 const can = vi.fn();
@@ -302,6 +305,47 @@ describe("TeamInfoView", () => {
       );
     });
 
+    it("shows MCP servers and agents inherited from access groups in the Object Permissions card, naming the group on hover", async () => {
+      const user = userEvent.setup();
+      vi.mocked(networking.fetchMCPServers).mockResolvedValue([
+        { server_id: "mcp-github-1234", server_name: "github", alias: "github" },
+      ]);
+      vi.mocked(networking.getAgentsList).mockResolvedValue({
+        agents: [{ agent_id: "agent-support-5678", agent_name: "support_agent" }],
+      });
+      const platformToolsGroup = {
+        access_group_id: "ag-1",
+        access_group_name: "platform-tools",
+        models: [],
+        mcp_server_ids: ["mcp-github-1234"],
+        agent_ids: ["agent-support-5678"],
+      };
+      const inheritedGrants = {
+        object_permission: null,
+        access_group_ids: ["ag-1"],
+        access_group_mcp_server_ids: ["mcp-github-1234"],
+        access_group_agent_ids: ["agent-support-5678"],
+        access_group_details: [platformToolsGroup],
+      };
+      vi.mocked(networking.teamInfoCall).mockResolvedValue(createMockTeamData(inheritedGrants));
+
+      renderWithProviders(<TeamInfoView {...defaultProps} />);
+
+      const serverRow = await screen.findByText(/github \(mcp\.\.\.1234\)/);
+      const agentRow = await screen.findByText(/support_agent \(age\.\.\.5678\)/);
+      expect(screen.queryByText("No MCP servers, access groups, or toolsets configured")).not.toBeInTheDocument();
+      expect(screen.queryByText("No agents or access groups configured")).not.toBeInTheDocument();
+
+      await user.hover(serverRow);
+      expect(
+        await screen.findByText("Granted via access group platform-tools. Full ID: mcp-github-1234"),
+      ).toBeInTheDocument();
+      await user.hover(agentRow);
+      expect(
+        await screen.findByText("Granted via access group platform-tools. Full ID: agent-support-5678"),
+      ).toBeInTheDocument();
+    });
+
     it("keeps the all-proxy-models badge non-clickable", async () => {
       vi.mocked(networking.teamInfoCall).mockResolvedValue(createMockTeamData({ models: ["all-proxy-models"] }));
 
diff --git a/ui/litellm-dashboard/src/components/team/TeamInfo.tsx b/ui/litellm-dashboard/src/components/team/TeamInfo.tsx
index 44f0d420fd6..3f6d6a96972 100644
--- a/ui/litellm-dashboard/src/components/team/TeamInfo.tsx
+++ b/ui/litellm-dashboard/src/components/team/TeamInfo.tsx
@@ -58,6 +58,7 @@ import {
   TeamModelBadge,
   TeamModelBadgeKind,
 } from "./teamModelAccess";
+import { computeInheritedGrants } from "../permissions/inheritedGrants";
 import MetadataKeyValueFields, {
   metadataObjectToPairs,
   metadataPairsSchema,
@@ -936,6 +937,17 @@ const TeamInfoView: React.FC<TeamInfoProps> = ({
 
   const { team_info: info } = teamData;
 
+  const inheritedMcpServers = computeInheritedGrants(
+    info.access_group_mcp_server_ids,
+    info.access_group_details,
+    (grant) => grant.mcp_server_ids,
+  );
+  const inheritedAgents = computeInheritedGrants(
+    info.access_group_agent_ids,
+    info.access_group_details,
+    (grant) => grant.agent_ids,
+  );
+
   const initialKillSwitchOn = info.metadata?.disable_global_guardrails === true;
 
   const allGuardrails: GuardrailListItem[] = guardrailsData?.guardrails ?? [];
@@ -1033,7 +1045,13 @@ const TeamInfoView: React.FC<TeamInfoProps> = ({
             </div>
           </Card>
 
-          <ObjectPermissionsView objectPermission={info.object_permission} variant="card" accessToken={accessToken} />
+          <ObjectPermissionsView
+            objectPermission={info.object_permission}
+            inheritedMcpServers={inheritedMcpServers}
+            inheritedAgents={inheritedAgents}
+            variant="card"
+            accessToken={accessToken}
+          />
 
           <Card className="block p-6">
             <GuardrailSettingsView
@@ -1883,6 +1901,8 @@ const TeamInfoView: React.FC<TeamInfoProps> = ({
 
               <ObjectPermissionsView
                 objectPermission={info.object_permission}
+                inheritedMcpServers={inheritedMcpServers}
+                inheritedAgents={inheritedAgents}
                 variant="inline"
                 className="pt-4 border-t border-border"
                 accessToken={accessToken}
diff --git a/ui/litellm-dashboard/src/components/team/teamModelAccess.ts b/ui/litellm-dashboard/src/components/team/teamModelAccess.ts
index 91ddf0f4045..bc8022592bd 100644
--- a/ui/litellm-dashboard/src/components/team/teamModelAccess.ts
+++ b/ui/litellm-dashboard/src/components/team/teamModelAccess.ts
@@ -5,6 +5,8 @@ export interface TeamAccessGroupModelGrant {
   access_group_id: string;
   access_group_name: string;
   models: string[];
+  mcp_server_ids?: string[];
+  agent_ids?: string[];
 }
 
 export type TeamModelBadgeKind = "all-proxy" | "no-default" | "direct" | "access-group";
@@ -19,7 +21,7 @@ export function normalizeTeamModelSelection(models: string[] | undefined): strin
   return models && models.length > 0 ? models : [NO_DEFAULT_MODELS];
 }
 
-const describeGroups = (names: string[]): string =>
+export const describeGroups = (names: string[]): string =>
   names.length > 1 ? `access groups ${names.join(", ")}` : `access group ${names[0]}`;
 
 export function computeTeamModelBadges(
diff --git a/ui/litellm-dashboard/src/components/templates/key_edit_view.test.tsx b/ui/litellm-dashboard/src/components/templates/key_edit_view.test.tsx
index 97b09e00808..10b1983b54b 100644
--- a/ui/litellm-dashboard/src/components/templates/key_edit_view.test.tsx
+++ b/ui/litellm-dashboard/src/components/templates/key_edit_view.test.tsx
@@ -1457,6 +1457,32 @@ describe("KeyEditView", () => {
         expect(screen.getByLabelText("Organization")).toHaveValue("Engineering");
       });
     });
+
+    it("submits organization_id as null after the organization is cleared", async () => {
+      const onSubmit = vi.fn().mockResolvedValue(undefined);
+      renderWithProviders(
+        <KeyEditView
+          keyData={{ ...MOCK_KEY_DATA, organization_id: "org-1" }}
+          onCancel={() => {}}
+          onSubmit={onSubmit}
+          accessToken=""
+          userID=""
+          userRole="Admin"
+          premiumUser={false}
+        />,
+      );
+
+      await waitFor(() => {
+        expect(screen.getByLabelText("Organization")).toHaveValue("Engineering");
+      });
+      await userEvent.click(screen.getByRole("button", { name: "Clear" }));
+      await userEvent.click(screen.getByRole("button", { name: /save changes/i }));
+
+      await waitFor(() => {
+        expect(onSubmit).toHaveBeenCalledWith(expect.objectContaining({ organization_id: null }));
+      });
+      expect(JSON.parse(JSON.stringify(onSubmit.mock.calls[0][0]))).toHaveProperty("organization_id", null);
+    });
   });
 
   describe("models dropdown team gating", () => {
diff --git a/ui/litellm-dashboard/src/components/templates/key_edit_view.tsx b/ui/litellm-dashboard/src/components/templates/key_edit_view.tsx
index df1af2ca8e9..1330be2788b 100644
--- a/ui/litellm-dashboard/src/components/templates/key_edit_view.tsx
+++ b/ui/litellm-dashboard/src/components/templates/key_edit_view.tsx
@@ -303,9 +303,9 @@ export function KeyEditView({
     }
   };
 
-  const handleOrganizationChange = (setField: (value: string | undefined) => void, orgId: string | undefined) => {
+  const handleOrganizationChange = (setField: (value: string | null) => void, orgId: string | null) => {
     setField(orgId);
-    setSelectedOrganizationId(orgId || null);
+    setSelectedOrganizationId(orgId);
     form.setValue("team_id", undefined);
   };
 
diff --git a/ui/litellm-dashboard/src/components/view_logs/LogDetailsDrawer/RoutingDecisionCard.test.tsx b/ui/litellm-dashboard/src/components/view_logs/LogDetailsDrawer/RoutingDecisionCard.test.tsx
index bf6a20a4af8..fd1777f802c 100644
--- a/ui/litellm-dashboard/src/components/view_logs/LogDetailsDrawer/RoutingDecisionCard.test.tsx
+++ b/ui/litellm-dashboard/src/components/view_logs/LogDetailsDrawer/RoutingDecisionCard.test.tsx
@@ -186,6 +186,12 @@ describe("RoutingDecisionCard", () => {
     expect(screen.queryByText("housekeeping")).not.toBeInTheDocument();
   });
 
+  it("labels a modality pin override instead of showing the raw cause token", () => {
+    render(<RoutingDecisionCard decision={{ ...heuristic, cause: "modality_pin_override" }} />);
+    expect(screen.getByText("Overrode session pin for image input")).toBeInTheDocument();
+    expect(screen.queryByText("modality_pin_override")).not.toBeInTheDocument();
+  });
+
   it("labels a modality escalation instead of showing the raw cause token", () => {
     render(<RoutingDecisionCard decision={{ ...heuristic, cause: "modality_escalation" }} />);
     expect(screen.getByText("Escalated for image input")).toBeInTheDocument();
diff --git a/ui/litellm-dashboard/src/components/view_logs/LogDetailsDrawer/RoutingDecisionCard.tsx b/ui/litellm-dashboard/src/components/view_logs/LogDetailsDrawer/RoutingDecisionCard.tsx
index aa1d45a859e..cf2c71e64c6 100644
--- a/ui/litellm-dashboard/src/components/view_logs/LogDetailsDrawer/RoutingDecisionCard.tsx
+++ b/ui/litellm-dashboard/src/components/view_logs/LogDetailsDrawer/RoutingDecisionCard.tsx
@@ -84,13 +84,16 @@ function describeReasoningOverride(tierLabel: string | undefined, floor: number
 
 const CONSTANT_CAUSE_LABELS: Record<string, string> = {
   heuristic_scorer: "Heuristic scorer",
+  heuristic_v2: "Heuristic v2",
   heuristic_first_short_circuit: "Heuristic scorer, classifier skipped",
+  hybrid_short_circuit: "Heuristic scorer, score clear of every boundary",
   classifier_plugin: "Custom classifier plugin",
   semantic_keyword_match: "Semantic keyword match",
   session_affinity_pin: "Pinned to session",
   session_affinity_escalation: "Escalated from session pin",
   user_turn_continuation: "Continuation turn, classifier skipped",
   modality_escalation: "Escalated for image input",
+  modality_pin_override: "Overrode session pin for image input",
   quality_tier: "Quality tier mapping",
   bandit: "Adaptive bandit",
   default_fallback: "Default model, no route matched",
diff --git a/ui/litellm-dashboard/src/components/view_logs/LogsTableToolbar.tsx b/ui/litellm-dashboard/src/components/view_logs/LogsTableToolbar.tsx
index cb7836d603f..60657872ccc 100644
--- a/ui/litellm-dashboard/src/components/view_logs/LogsTableToolbar.tsx
+++ b/ui/litellm-dashboard/src/components/view_logs/LogsTableToolbar.tsx
@@ -92,7 +92,10 @@ export function LogsTableToolbar({
             <Button
               variant="ghost"
               className="w-full justify-start font-normal"
-              onClick={() => onIsCustomDateChange(!isCustomDate)}
+              onClick={() => {
+                onIsCustomDateChange(!isCustomDate);
+                onResetToFirstPage();
+              }}
             >
               Custom Range
             </Button>
diff --git a/ui/litellm-dashboard/src/components/view_logs/RequestLogsPanel.test.tsx b/ui/litellm-dashboard/src/components/view_logs/RequestLogsPanel.test.tsx
index 22e3f635b50..93066c106ee 100644
--- a/ui/litellm-dashboard/src/components/view_logs/RequestLogsPanel.test.tsx
+++ b/ui/litellm-dashboard/src/components/view_logs/RequestLogsPanel.test.tsx
@@ -138,39 +138,178 @@ describe("RequestLogsPanel", () => {
     respondWith([]);
   });
 
-  describe("multi-call session collapsing", () => {
-    const sessionRows = [
-      logEntry({ request_id: "req-mcp", call_type: "call_mcp_tool", session_id: "sess-1", session_total_count: 3 }),
-      logEntry({ request_id: "req-llm", call_type: "acompletion", session_id: "sess-1", session_total_count: 3 }),
-      logEntry({ request_id: "req-llm-2", call_type: "acompletion", session_id: "sess-1", session_total_count: 3 }),
-    ];
-
-    it("collapses a multi-call session to a single representative row", async () => {
-      respondWith(sessionRows);
+  describe("server-grouped session pagination (#38060)", () => {
+    it("requests session-grouped pages of 10 rows by default without a cursor", async () => {
       renderPanel();
 
-      await waitFor(() => expect(row("req-mcp") ?? row("req-llm") ?? row("req-llm-2")).not.toBeNull());
-
-      const rendered = ["req-mcp", "req-llm", "req-llm-2"].filter((id) => row(id) !== null);
-      expect(rendered).toHaveLength(1);
+      await waitFor(() => expect(uiSpendLogsCall).toHaveBeenCalled());
+      expect(lastCall()?.params?.group_by_session).toBe(true);
+      expect(lastCall()?.params?.session_cursor).toBeUndefined();
+      expect(lastCall()?.page_size).toBe(10);
     });
 
-    it("prefers an LLM call over an MCP call as the session's representative", async () => {
-      respondWith(sessionRows);
+    it("renders every row the server returns without client-side collapsing", async () => {
+      respondWith([
+        logEntry({ request_id: "req-a", session_id: "sess-1", session_total_count: 3 }),
+        logEntry({ request_id: "req-b", session_id: "sess-1", session_total_count: 3 }),
+        logEntry({ request_id: "req-c", session_id: "sess-1", session_total_count: 3 }),
+      ]);
       renderPanel();
 
-      await waitFor(() => expect(row("req-llm")).not.toBeNull());
-      expect(row("req-mcp")).toBeNull();
+      await waitFor(() => expect(row("req-a")).not.toBeNull());
+      expect(row("req-b")).not.toBeNull();
+      expect(row("req-c")).not.toBeNull();
     });
 
-    it("shows the session's call count and composition on the representative row", async () => {
-      respondWith(sessionRows);
+    it("shows the session's call count on the server-picked representative row", async () => {
+      respondWith([
+        logEntry({
+          request_id: "req-llm",
+          call_type: "acompletion",
+          session_id: "sess-1",
+          session_total_count: 3,
+          session_llm_count: 2,
+          mcp_tool_call_count: 1,
+        }),
+      ]);
       renderPanel();
 
       await waitFor(() => expect(row("req-llm")).not.toBeNull());
       expect(within(row("req-llm") as HTMLElement).getByText("3")).toBeInTheDocument();
     });
 
+    it("passes the server keyset cursor when navigating to the next page", async () => {
+      const firstPage = Array.from({ length: 50 }, (_, index) => logEntry({ request_id: `req-${index}` }));
+      vi.mocked(uiSpendLogsCall).mockResolvedValue({
+        data: firstPage,
+        total: 80,
+        page: 1,
+        page_size: 50,
+        total_pages: 2,
+        next_session_cursor: "2026-07-07 09:50:13|key-1|sess-1",
+        has_more: true,
+      });
+      renderPanel();
+
+      await waitFor(() => expect(row("req-0")).not.toBeNull());
+      fireEvent.click(screen.getByTestId("pagination-next"));
+
+      await waitFor(() => {
+        const call = lastCall();
+        expect(call?.params?.session_cursor).toBe("2026-07-07 09:50:13|key-1|sess-1");
+        expect(call?.page).toBe(2);
+      });
+    });
+
+    it("drops the cursor and returns to the first page when a filter changes", async () => {
+      const firstPage = Array.from({ length: 50 }, (_, index) => logEntry({ request_id: `req-${index}` }));
+      vi.mocked(uiSpendLogsCall).mockResolvedValue({
+        data: firstPage,
+        total: 80,
+        page: 1,
+        page_size: 50,
+        total_pages: 2,
+        next_session_cursor: "2026-07-07 09:50:13|key-1|sess-1",
+        has_more: true,
+      });
+      renderPanel();
+
+      await waitFor(() => expect(row("req-0")).not.toBeNull());
+      fireEvent.click(screen.getByTestId("pagination-next"));
+      await waitFor(() => expect(lastCall()?.page).toBe(2));
+
+      fireEvent.change(screen.getByTestId("datatable-search"), { target: { value: "req-elsewhere" } });
+
+      await waitFor(() => {
+        const call = lastCall();
+        expect(call?.page).toBe(1);
+        expect(call?.params?.session_cursor).toBeUndefined();
+      });
+    });
+
+    it("ignores another next click while the next page is still fetching", async () => {
+      const firstPage = Array.from({ length: 50 }, (_, index) => logEntry({ request_id: `req-${index}` }));
+      const firstResponse = {
+        data: firstPage,
+        total: 150,
+        page: 1,
+        page_size: 50,
+        total_pages: 3,
+        next_session_cursor: "2026-07-07 09:50:13|key-1|sess-1",
+        has_more: true,
+      };
+      vi.mocked(uiSpendLogsCall)
+        .mockResolvedValueOnce(firstResponse)
+        .mockImplementation(() => new Promise(() => {}));
+      renderPanel();
+
+      await waitFor(() => expect(row("req-0")).not.toBeNull());
+      fireEvent.click(screen.getByTestId("pagination-next"));
+      await waitFor(() => expect(lastCall()?.page).toBe(2));
+
+      fireEvent.click(screen.getByTestId("pagination-next"));
+
+      expect(lastCall()?.page).toBe(2);
+      expect(vi.mocked(uiSpendLogsCall).mock.calls.filter(([options]) => options.page === 3)).toHaveLength(0);
+    });
+
+    it("still moves to the next page while a live-tail refetch of the current page is in flight", async () => {
+      const firstPage = Array.from({ length: 50 }, (_, index) => logEntry({ request_id: `req-${index}` }));
+      const firstResponse = {
+        data: firstPage,
+        total: 150,
+        page: 1,
+        page_size: 50,
+        total_pages: 3,
+        next_session_cursor: "2026-07-07 09:50:13|key-1|sess-1",
+        has_more: true,
+      };
+      vi.mocked(uiSpendLogsCall)
+        .mockResolvedValueOnce(firstResponse)
+        .mockImplementation(() => new Promise(() => {}));
+      renderPanel();
+
+      await waitFor(() => expect(row("req-0")).not.toBeNull());
+      void testQueryClient.refetchQueries({ queryKey: ["logs", "table"] });
+      await waitFor(() => expect(uiSpendLogsCall).toHaveBeenCalledTimes(2));
+
+      fireEvent.click(screen.getByTestId("pagination-next"));
+
+      await waitFor(() => {
+        const call = lastCall();
+        expect(call?.page).toBe(2);
+        expect(call?.params?.session_cursor).toBe("2026-07-07 09:50:13|key-1|sess-1");
+      });
+    });
+
+    it("drops the cursor and returns to the first page when Custom Range is toggled", async () => {
+      const user = userEvent.setup();
+      const firstPage = Array.from({ length: 50 }, (_, index) => logEntry({ request_id: `req-${index}` }));
+      vi.mocked(uiSpendLogsCall).mockResolvedValue({
+        data: firstPage,
+        total: 80,
+        page: 1,
+        page_size: 50,
+        total_pages: 2,
+        next_session_cursor: "2026-07-07 09:50:13|key-1|sess-1",
+        has_more: true,
+      });
+      renderPanel();
+
+      await waitFor(() => expect(row("req-0")).not.toBeNull());
+      fireEvent.click(screen.getByTestId("pagination-next"));
+      await waitFor(() => expect(lastCall()?.page).toBe(2));
+
+      await user.click(screen.getByRole("button", { name: /Last 24 Hours/i }));
+      await user.click(await screen.findByRole("button", { name: "Custom Range" }));
+
+      await waitFor(() => {
+        const call = lastCall();
+        expect(call?.page).toBe(1);
+        expect(call?.params?.session_cursor).toBeUndefined();
+      });
+    });
+
     it("leaves single-call rows untouched", async () => {
       respondWith([
         logEntry({ request_id: "req-solo-a", session_id: "sess-a", session_total_count: 1 }),
@@ -296,6 +435,7 @@ describe("RequestLogsPanel", () => {
       if (!byIdCall) throw new Error("expected a by-id uiSpendLogsCall");
       expect(byIdCall.page).toBe(1);
       expect(byIdCall.page_size).toBe(1);
+      expect(byIdCall.params?.group_by_session).toBeUndefined();
     });
 
     it("closing the drawer removes ?log_id= from the URL and closes the drawer", async () => {
@@ -388,9 +528,7 @@ describe("RequestLogsPanel", () => {
     });
 
     it("opens a deep-linked multi-call session log in session mode", async () => {
-      respondWith([
-        logEntry({ request_id: "req-llm", call_type: "acompletion", session_id: "sess-1", session_total_count: 3 }),
-      ]);
+      respondWith([logEntry({ request_id: "req-llm", session_id: "sess-1", session_total_count: 3 })]);
       renderPanel("?log_id=req-llm");
 
       await waitFor(() => {
@@ -403,8 +541,8 @@ describe("RequestLogsPanel", () => {
     it("clicking a multi-call session's row writes ?session_id= alongside ?log_id=", async () => {
       const user = userEvent.setup();
       respondWith([
-        logEntry({ request_id: "req-llm", call_type: "acompletion", session_id: "sess-1", session_total_count: 3 }),
-        logEntry({ request_id: "req-llm-2", call_type: "acompletion", session_id: "sess-1", session_total_count: 3 }),
+        logEntry({ request_id: "req-llm", session_id: "sess-1", session_total_count: 3 }),
+        logEntry({ request_id: "req-llm-2", session_id: "sess-1", session_total_count: 3 }),
       ]);
       renderPanel();
 
@@ -419,7 +557,7 @@ describe("RequestLogsPanel", () => {
     it("selecting another log while a session view is open keeps the session open", async () => {
       const user = userEvent.setup();
       respondWith([
-        logEntry({ request_id: "req-llm", call_type: "acompletion", session_id: "sess-1", session_total_count: 3 }),
+        logEntry({ request_id: "req-llm", session_id: "sess-1", session_total_count: 3 }),
         logEntry({ request_id: "req-unenriched" }),
       ]);
       renderPanel("?log_id=req-llm");
diff --git a/ui/litellm-dashboard/src/components/view_logs/RequestLogsPanel.tsx b/ui/litellm-dashboard/src/components/view_logs/RequestLogsPanel.tsx
index 52ea78abf5e..96cf2bd5dde 100644
--- a/ui/litellm-dashboard/src/components/view_logs/RequestLogsPanel.tsx
+++ b/ui/litellm-dashboard/src/components/view_logs/RequestLogsPanel.tsx
@@ -10,7 +10,7 @@ import type { KeyResponse } from "../key_team_helpers/key_list";
 import { keyInfoV1Call, uiSpendLogsCall } from "../networking";
 import KeyInfoView from "../templates/key_info_view";
 import type { LogEntry } from "./columns";
-import { AGENT_CALL_TYPES, MCP_CALL_TYPES } from "./constants";
+import { LOGS_PAGE_SIZE_OPTIONS } from "./constants";
 import {
   DEFAULT_LOGS_SORTING,
   formatLogsWindow,
@@ -24,7 +24,7 @@ import { LogDetailsDrawer } from "./LogDetailsDrawer";
 import { LiveTailBanner, LogsTableToolbar } from "./LogsTableToolbar";
 import { RequestLogsTable } from "./RequestLogsTable";
 
-const PAGE_SIZE = 50;
+const PAGE_SIZE = LOGS_PAGE_SIZE_OPTIONS[0];
 const DEFAULT_INTERVAL = { value: 24, unit: "hours" };
 
 interface RequestLogsPanelProps {
@@ -35,16 +35,11 @@ interface RequestLogsPanelProps {
   isActive: boolean;
 }
 
-interface SessionComposition {
-  llm: number;
-  agent: number;
-  mcp: number;
-}
-
 export default function RequestLogsPanel({ accessToken, token, userRole, userID, isActive }: RequestLogsPanelProps) {
   const [pagination, setPagination] = useState<PaginationState>({ pageIndex: 0, pageSize: PAGE_SIZE });
   const [sorting, setSorting] = useState<SortingState>(DEFAULT_LOGS_SORTING);
   const [columnFilters, setColumnFilters] = useState<ColumnFiltersState>([]);
+  const [sessionCursors, setSessionCursors] = useState<Record<number, string>>({});
 
   const [startTime, setStartTime] = useState<string>(moment().subtract(24, "hours").format("YYYY-MM-DDTHH:mm"));
   const [endTime, setEndTime] = useState<string>(moment().format("YYYY-MM-DDTHH:mm"));
@@ -80,7 +75,7 @@ export default function RequestLogsPanel({ accessToken, token, userRole, userID,
     sessionStorage.setItem("excludeInternalHealthChecks", JSON.stringify(excludeInternalHealthChecks));
   }, [excludeInternalHealthChecks]);
 
-  const { logsQuery, filteredLogs, allTeams } = useLogFilterLogic({
+  const { logsQuery, filteredLogs, allTeams, usesSessionCursor } = useLogFilterLogic({
     accessToken,
     token,
     userRole,
@@ -94,6 +89,7 @@ export default function RequestLogsPanel({ accessToken, token, userRole, userID,
     pagination,
     isCustomDate,
     sorting,
+    sessionCursors,
   });
 
   // Follow the table's own last fetch so a live-tail refresh carries the filter
@@ -157,49 +153,7 @@ export default function RequestLogsPanel({ accessToken, token, userRole, userID,
 
   const isDrawerOpen = displayLog !== null || displaySessionId !== null;
 
-  const rows = useMemo<LogEntry[]>(() => {
-    const searchedLogs = filteredLogs.data;
-
-    const sessionCompositionById = searchedLogs.reduce<Record<string, SessionComposition>>((acc, log) => {
-      if (!log.session_id) return acc;
-      if (!acc[log.session_id]) {
-        acc[log.session_id] = { llm: 0, agent: 0, mcp: 0 };
-      }
-      if (MCP_CALL_TYPES.includes(log.call_type)) {
-        acc[log.session_id].mcp += 1;
-      } else if (AGENT_CALL_TYPES.includes(log.call_type)) {
-        acc[log.session_id].agent += 1;
-      } else {
-        acc[log.session_id].llm += 1;
-      }
-      return acc;
-    }, {});
-
-    const sessionRepresentativeMap = new Map<string, { requestId: string; isMcp: boolean }>();
-    for (const log of searchedLogs) {
-      if (!log.session_id || (log.session_total_count || 1) <= 1) continue;
-      const isMcp = MCP_CALL_TYPES.includes(log.call_type);
-      const existing = sessionRepresentativeMap.get(log.session_id);
-      if (!existing || (existing.isMcp && !isMcp)) {
-        sessionRepresentativeMap.set(log.session_id, { requestId: log.request_id, isMcp });
-      }
-    }
-
-    return searchedLogs
-      .map((log) => {
-        const sessionComposition = log.session_id ? sessionCompositionById[log.session_id] : undefined;
-        return {
-          ...log,
-          session_llm_count: sessionComposition?.llm ?? undefined,
-          session_mcp_count: sessionComposition?.mcp ?? undefined,
-          session_agent_count: sessionComposition?.agent ?? undefined,
-        };
-      })
-      .filter((log) => {
-        if (!log.session_id || (log.session_total_count || 1) <= 1) return true;
-        return sessionRepresentativeMap.get(log.session_id)?.requestId === log.request_id;
-      });
-  }, [filteredLogs.data]);
+  const rows: LogEntry[] = filteredLogs.data;
 
   const searchTerm = useMemo(() => {
     const entry = columnFilters.find((filter) => filter.id === LOG_FILTER_IDS.REQUEST_ID);
@@ -211,23 +165,52 @@ export default function RequestLogsPanel({ accessToken, token, userRole, userID,
       const others = previous.filter((filter) => filter.id !== LOG_FILTER_IDS.REQUEST_ID);
       return value === "" ? others : [...others, { id: LOG_FILTER_IDS.REQUEST_ID, value }];
     });
+    setSessionCursors({});
     setPagination((previous) => ({ ...previous, pageIndex: 0 }));
   }, []);
 
   const handleSortingChange = useCallback<OnChangeFn<SortingState>>((updaterOrValue) => {
     setSorting(updaterOrValue);
+    setSessionCursors({});
     setPagination((previous) => ({ ...previous, pageIndex: 0 }));
   }, []);
 
   const handleColumnFiltersChange = useCallback<OnChangeFn<ColumnFiltersState>>((updaterOrValue) => {
     setColumnFilters(updaterOrValue);
+    setSessionCursors({});
     setPagination((previous) => ({ ...previous, pageIndex: 0 }));
   }, []);
 
   const resetToFirstPage = useCallback(() => {
+    setSessionCursors({});
     setPagination((previous) => ({ ...previous, pageIndex: 0 }));
   }, []);
 
+  const handlePaginationChange = useCallback<OnChangeFn<PaginationState>>(
+    (updaterOrValue) => {
+      const requested = typeof updaterOrValue === "function" ? updaterOrValue(pagination) : updaterOrValue;
+      if (!usesSessionCursor) {
+        setPagination(requested);
+        return;
+      }
+      if (requested.pageSize !== pagination.pageSize) {
+        setSessionCursors({});
+        setPagination({ ...requested, pageIndex: 0 });
+        return;
+      }
+      if (requested.pageIndex <= pagination.pageIndex) {
+        setPagination(requested);
+        return;
+      }
+      const nextCursor = filteredLogs.next_session_cursor;
+      if (!nextCursor || logsQuery.isPlaceholderData) return;
+      const nextPageIndex = pagination.pageIndex + 1;
+      setSessionCursors((previous) => ({ ...previous, [nextPageIndex]: nextCursor }));
+      setPagination({ ...requested, pageIndex: nextPageIndex });
+    },
+    [usesSessionCursor, pagination, filteredLogs.next_session_cursor, logsQuery.isPlaceholderData],
+  );
+
   const handleExcludeInternalHealthChecksChange = useCallback(
     (value: boolean) => {
       setExcludeInternalHealthChecks(value);
@@ -258,13 +241,12 @@ export default function RequestLogsPanel({ accessToken, token, userRole, userID,
   );
 
   const handleSessionClick = useCallback(
-    (sessionId: string) => {
-      if (!sessionId) return;
-      const log = rows.find((candidate) => candidate.session_id === sessionId) ?? null;
+    (log: LogEntry) => {
+      if (!log.session_id) return;
       setSelectedLog(log);
-      openSession(sessionId, log?.request_id ?? null);
+      openSession(log.session_id, log.request_id);
     },
-    [rows, openSession],
+    [openSession],
   );
 
   const handleSelectLog = useCallback(
@@ -305,7 +287,7 @@ export default function RequestLogsPanel({ accessToken, token, userRole, userID,
         isLoading={logsQuery.isLoading}
         isRefreshing={logsQuery.isFetching}
         pagination={pagination}
-        onPaginationChange={setPagination}
+        onPaginationChange={handlePaginationChange}
         sorting={sorting}
         onSortingChange={handleSortingChange}
         columnFilters={columnFilters}
diff --git a/ui/litellm-dashboard/src/components/view_logs/RequestLogsTable.tsx b/ui/litellm-dashboard/src/components/view_logs/RequestLogsTable.tsx
index 7146cf33847..4159b3b699b 100644
--- a/ui/litellm-dashboard/src/components/view_logs/RequestLogsTable.tsx
+++ b/ui/litellm-dashboard/src/components/view_logs/RequestLogsTable.tsx
@@ -8,6 +8,7 @@ import { DataTable, DataTableFilterDrawer, DataTableToolbar } from "@/components
 
 import type { Team } from "../key_team_helpers/key_list";
 import type { LogEntry } from "./columns";
+import { LOGS_PAGE_SIZE_OPTIONS } from "./constants";
 import { LOG_FILTER_LABELS, type LogsWindow } from "./log_filter_logic";
 import { RequestLogsFilters } from "./RequestLogsFilters";
 import { getRequestLogsTableColumns } from "./RequestLogsTableColumns";
@@ -28,7 +29,7 @@ interface RequestLogsTableProps {
   onRefresh: () => void;
   onRowClick: (log: LogEntry) => void;
   onKeyHashClick: (keyHash: string) => void;
-  onSessionClick: (sessionId: string) => void;
+  onSessionClick: (log: LogEntry) => void;
   teams: Team[];
   logsWindow: LogsWindow;
   toolbarChildren?: ReactNode;
@@ -91,6 +92,7 @@ export function RequestLogsTable({
       paginationMode="server"
       pagination={pagination}
       onPaginationChange={onPaginationChange}
+      pageSizeOptions={LOGS_PAGE_SIZE_OPTIONS}
       rowCount={rowCount}
       filterMode="server"
       columnFilters={columnFilters}
diff --git a/ui/litellm-dashboard/src/components/view_logs/RequestLogsTableColumns.test.tsx b/ui/litellm-dashboard/src/components/view_logs/RequestLogsTableColumns.test.tsx
index 3d0ea03c5d5..3c9e6543c1c 100644
--- a/ui/litellm-dashboard/src/components/view_logs/RequestLogsTableColumns.test.tsx
+++ b/ui/litellm-dashboard/src/components/view_logs/RequestLogsTableColumns.test.tsx
@@ -75,6 +75,103 @@ describe("Cost column", () => {
   });
 });
 
+describe("Tokens column", () => {
+  const sessionRow: Partial<LogEntry> = {
+    request_id: "req-session-tokens",
+    total_tokens: 10,
+    prompt_tokens: 7,
+    completion_tokens: 3,
+    session_id: "sess-1",
+    session_total_count: 3,
+  };
+
+  it("shows the summed session token usage, not the representative call's tokens, for a multi-round session", () => {
+    const aggregatedRow: Partial<LogEntry> = {
+      ...sessionRow,
+      session_total_tokens: 60,
+      session_total_prompt_tokens: 42,
+      session_total_completion_tokens: 18,
+    };
+    renderRows([logEntry(aggregatedRow)]);
+
+    const tokensCell = screen.getByRole("cell", { name: /\(42\+18\)/ });
+    expect(tokensCell).toHaveTextContent("60");
+    expect(tokensCell).toHaveTextContent("session total");
+    expect(screen.queryByText("10")).not.toBeInTheDocument();
+    expect(screen.queryByText("(7+3)")).not.toBeInTheDocument();
+  });
+
+  it("falls back to the call's own tokens with no session label when the backend sent no session token sums", () => {
+    renderRows([logEntry(sessionRow)]);
+
+    const tokensCell = screen.getByRole("cell", { name: /\(7\+3\)/ });
+    expect(tokensCell).toHaveTextContent("10");
+    expect(tokensCell).not.toHaveTextContent("session total");
+  });
+});
+
+describe("Type column", () => {
+  it("shows the conversation badge and composition even when an MCP call represents the conversation", async () => {
+    const user = userEvent.setup();
+    const mcpRepresentative = {
+      request_id: "req-mcp-rep",
+      call_type: "call_mcp_tool",
+      session_id: "sess-edge",
+      session_total_count: 3,
+      session_llm_count: 2,
+      mcp_tool_call_count: 1,
+      session_agent_count: 0,
+    };
+    renderRows([logEntry(mcpRepresentative)]);
+
+    expect(screen.queryByText("MCP")).not.toBeInTheDocument();
+    await user.hover(screen.getByText("3"));
+    expect(await screen.findByText("2 LLM • 1 MCP")).toBeInTheDocument();
+  });
+
+  it("keeps the plain MCP badge for a single MCP call", () => {
+    renderRows([logEntry({ request_id: "req-mcp-solo", call_type: "call_mcp_tool", session_total_count: 1 })]);
+
+    expect(screen.getByText("MCP")).toBeInTheDocument();
+  });
+});
+
+describe("Model column", () => {
+  it("lists every model used across a conversation, not only the representative call's model", () => {
+    const conversationCall: Partial<LogEntry> = {
+      request_id: "req-session",
+      model: "gpt-5.6",
+      session_id: "sess-1",
+      session_total_count: 3,
+      session_models: ["claude-sonnet-5", "gpt-5.6"],
+    };
+    renderRows([logEntry(conversationCall)]);
+
+    expect(screen.getByText("claude-sonnet-5, gpt-5.6")).toBeInTheDocument();
+    expect(screen.queryByText("gpt-5.6")).not.toBeInTheDocument();
+  });
+
+  it("marks a conversation whose model list was capped by the server", () => {
+    const cappedCall = {
+      request_id: "req-capped",
+      model: "gpt-5.6",
+      session_id: "sess-2",
+      session_total_count: 30,
+      session_models: ["claude-sonnet-5", "gpt-5.6"],
+      session_models_truncated: true,
+    };
+    renderRows([logEntry(cappedCall)]);
+
+    expect(screen.getByText("claude-sonnet-5, gpt-5.6, ...")).toBeInTheDocument();
+  });
+
+  it("keeps a single call's own model", () => {
+    renderRows([logEntry({ request_id: "req-single", model: "gpt-5.6" })]);
+
+    expect(screen.getByText("gpt-5.6")).toBeInTheDocument();
+  });
+});
+
 describe("row action cells", () => {
   it("reports the key hash through the injected dependency rather than a row field", async () => {
     const user = userEvent.setup();
@@ -85,13 +182,19 @@ describe("row action cells", () => {
     expect(deps.onKeyHashClick).toHaveBeenCalledWith("sk-hash-9");
   });
 
-  it("reports the session id from the session cell", async () => {
+  it("reports the clicked row from the session cell, so two rows sharing a session id stay distinguishable", async () => {
     const user = userEvent.setup();
     const deps = { onKeyHashClick: vi.fn(), onSessionClick: vi.fn() };
-    renderRows([logEntry({ request_id: "req-sess", session_id: "sess-42" })], deps);
+    renderRows(
+      [
+        logEntry({ request_id: "req-key-a", session_id: "sess-42", api_key: "key-a" }),
+        logEntry({ request_id: "req-key-b", session_id: "sess-42", api_key: "key-b" }),
+      ],
+      deps,
+    );
 
-    await user.click(screen.getByText("sess-42"));
-    expect(deps.onSessionClick).toHaveBeenCalledWith("sess-42");
+    await user.click(screen.getAllByText("sess-42")[1]);
+    expect(deps.onSessionClick).toHaveBeenCalledWith(expect.objectContaining({ request_id: "req-key-b" }));
   });
 });
 
diff --git a/ui/litellm-dashboard/src/components/view_logs/RequestLogsTableColumns.tsx b/ui/litellm-dashboard/src/components/view_logs/RequestLogsTableColumns.tsx
index cf776515bd4..9d4dc4f7898 100644
--- a/ui/litellm-dashboard/src/components/view_logs/RequestLogsTableColumns.tsx
+++ b/ui/litellm-dashboard/src/components/view_logs/RequestLogsTableColumns.tsx
@@ -13,7 +13,7 @@ import { AgentBadge, AgentIcon, LlmBadge, McpBadge, SparkleIcon, WrenchIcon } fr
 
 export interface RequestLogsTableColumnsDeps {
   onKeyHashClick: (keyHash: string) => void;
-  onSessionClick: (sessionId: string) => void;
+  onSessionClick: (log: LogEntry) => void;
 }
 
 const readMetaString = (metadata: Record<string, unknown> | undefined, key: string): string | undefined => {
@@ -61,11 +61,13 @@ export const getRequestLogsTableColumns = ({
       const isAgent = AGENT_CALL_TYPES.includes(log.call_type);
       const sessionLlmCount = log.session_llm_count ?? (isMcp || isAgent ? 0 : sessionCount);
       const sessionAgentCount = log.session_agent_count ?? (isAgent ? sessionCount : 0);
-      const sessionMcpCount = log.session_mcp_count ?? (isMcp ? sessionCount : 0);
+      const sessionMcpCount = log.mcp_tool_call_count ?? (isMcp ? sessionCount : 0);
 
-      if (isMcp) return <McpBadge />;
-      if (isAgent && sessionCount <= 1) return <AgentBadge />;
-      if (sessionCount <= 1) return <LlmBadge />;
+      if (sessionCount <= 1) {
+        if (isMcp) return <McpBadge />;
+        if (isAgent) return <AgentBadge />;
+        return <LlmBadge />;
+      }
 
       const sessionTypeBadge = (
         <span className="inline-flex items-center gap-1 px-2 py-0.5 bg-info/10 text-info border border-info/20 rounded-full text-[11px] font-medium whitespace-nowrap">
@@ -113,7 +115,7 @@ export const getRequestLogsTableColumns = ({
     header: "Session ID",
     size: 120,
     enableSorting: false,
-    cell: ({ row }) => <IdCell value={row.original.session_id} onClick={onSessionClick} />,
+    cell: ({ row }) => <IdCell value={row.original.session_id} onClick={() => onSessionClick(row.original)} />,
   },
   {
     id: "request_id",
@@ -224,10 +226,13 @@ export const getRequestLogsTableColumns = ({
     cell: ({ row }) => {
       const log = row.original;
       const provider = log.custom_llm_provider;
-      const modelName = log.model ?? "";
+      const sessionModels = log.session_models ?? [];
+      const modelNames = sessionModels.length > 0 ? sessionModels : [log.model ?? ""];
+      const modelLabel = log.session_models_truncated ? `${modelNames.join(", ")}, ...` : modelNames.join(", ");
+      const isSingleModel = modelNames.length === 1;
       return (
         <div className="flex items-center space-x-2">
-          {provider && (
+          {provider && isSingleModel && (
             <img
               src={getLogoUrl(log, provider)}
               alt=""
@@ -237,7 +242,14 @@ export const getRequestLogsTableColumns = ({
               }}
             />
           )}
-          <CellTooltip content={modelName} trigger={<span className="max-w-[15ch] truncate block">{modelName}</span>} />
+          <CellTooltip
+            content={modelLabel}
+            trigger={
+              <span className={isSingleModel ? "max-w-[15ch] truncate block" : "min-w-0 truncate block"}>
+                {modelLabel}
+              </span>
+            }
+          />
         </div>
       );
     },
@@ -251,13 +263,20 @@ export const getRequestLogsTableColumns = ({
     meta: { numeric: true },
     cell: ({ row }) => {
       const log = row.original;
+      const showSessionTotal = (log.session_total_count || 1) > 1 && log.session_total_tokens != null;
+      const total = showSessionTotal ? log.session_total_tokens : log.total_tokens;
+      const prompt = showSessionTotal ? log.session_total_prompt_tokens : log.prompt_tokens;
+      const completion = showSessionTotal ? log.session_total_completion_tokens : log.completion_tokens;
       return (
-        <span className="text-sm">
-          {String(log.total_tokens || "0")}
-          <span className="text-muted-foreground text-xs ml-1">
-            ({String(log.prompt_tokens || "0")}+{String(log.completion_tokens || "0")})
+        <div className="flex flex-col items-end">
+          <span className="text-sm">
+            {String(total || "0")}
+            <span className="text-muted-foreground text-xs ml-1">
+              ({String(prompt || "0")}+{String(completion || "0")})
+            </span>
           </span>
-        </span>
+          {showSessionTotal && <span className="text-[10px] text-muted-foreground">session total</span>}
+        </div>
       );
     },
   },
diff --git a/ui/litellm-dashboard/src/components/view_logs/ToolsSection/FormattedToolView.tsx b/ui/litellm-dashboard/src/components/view_logs/ToolsSection/FormattedToolView.tsx
index 1a6afd7fcfe..8a56312572c 100644
--- a/ui/litellm-dashboard/src/components/view_logs/ToolsSection/FormattedToolView.tsx
+++ b/ui/litellm-dashboard/src/components/view_logs/ToolsSection/FormattedToolView.tsx
@@ -25,31 +25,15 @@ export function FormattedToolView({ tool }: FormattedToolViewProps) {
     <div>
       {/* Description */}
       {tool.description && (
-        <div style={{ marginBottom: 16 }}>
-          <span
-            style={{
-              lineHeight: 1.6,
-              whiteSpace: "pre-wrap",
-            }}
-          >
-            {tool.description}
-          </span>
+        <div className="mb-4">
+          <span className="whitespace-pre-wrap leading-relaxed">{tool.description}</span>
         </div>
       )}
 
       {/* Parameters Table */}
       {parameterRows.length > 0 && (
         <div>
-          <span
-            className="text-muted-foreground"
-            style={{
-              fontSize: 12,
-              display: "block",
-              marginBottom: 8,
-            }}
-          >
-            Parameters
-          </span>
+          <span className="mb-2 block text-xs text-muted-foreground">Parameters</span>
           <Table>
             <TableHeader>
               <TableRow>
@@ -82,33 +66,10 @@ export function FormattedToolView({ tool }: FormattedToolViewProps) {
 
       {/* If tool was called, show the arguments used */}
       {tool.called && tool.callData && (
-        <div style={{ marginTop: 16 }}>
-          <span
-            className="text-muted-foreground"
-            style={{
-              fontSize: 12,
-              display: "block",
-              marginBottom: 8,
-            }}
-          >
-            Called With
-          </span>
-          <div
-            style={{
-              background: "#f6ffed",
-              border: "1px solid #b7eb8f",
-              borderRadius: 4,
-              padding: 12,
-            }}
-          >
-            <pre
-              style={{
-                margin: 0,
-                fontSize: 12,
-                whiteSpace: "pre-wrap",
-                wordBreak: "break-word",
-              }}
-            >
+        <div className="mt-4">
+          <span className="mb-2 block text-xs text-muted-foreground">Called With</span>
+          <div className="rounded border border-success/30 bg-success/10 p-3">
+            <pre className="m-0 whitespace-pre-wrap break-words text-xs text-foreground">
               {JSON.stringify(tool.callData.arguments, null, 2)}
             </pre>
           </div>
diff --git a/ui/litellm-dashboard/src/components/view_logs/ToolsSection/JsonToolView.tsx b/ui/litellm-dashboard/src/components/view_logs/ToolsSection/JsonToolView.tsx
index 2a2ceb644dc..d8431e52a51 100644
--- a/ui/litellm-dashboard/src/components/view_logs/ToolsSection/JsonToolView.tsx
+++ b/ui/litellm-dashboard/src/components/view_logs/ToolsSection/JsonToolView.tsx
@@ -20,19 +20,7 @@ export function JsonToolView({ tool }: JsonToolViewProps) {
   };
 
   return (
-    <pre
-      style={{
-        margin: 0,
-        whiteSpace: "pre-wrap",
-        wordBreak: "break-word",
-        fontSize: 12,
-        background: "#fafafa",
-        padding: 12,
-        borderRadius: 4,
-        maxHeight: 300,
-        overflow: "auto",
-      }}
-    >
+    <pre className="m-0 max-h-[300px] overflow-auto whitespace-pre-wrap break-words rounded bg-muted p-3 text-xs text-foreground">
       {JSON.stringify(toolJson, null, 2)}
     </pre>
   );
diff --git a/ui/litellm-dashboard/src/components/view_logs/ToolsSection/ToolItem.tsx b/ui/litellm-dashboard/src/components/view_logs/ToolsSection/ToolItem.tsx
index 112364f5ff3..26b39579859 100644
--- a/ui/litellm-dashboard/src/components/view_logs/ToolsSection/ToolItem.tsx
+++ b/ui/litellm-dashboard/src/components/view_logs/ToolsSection/ToolItem.tsx
@@ -5,6 +5,7 @@
 import { useState } from "react";
 import { ChevronDown, ChevronRight, Wrench } from "lucide-react";
 import { Badge } from "@/components/ui/badge";
+import { cn } from "@/lib/cva.config";
 import { ParsedTool } from "./types";
 import { ToolExpandedContent } from "./ToolExpandedContent";
 
@@ -16,34 +17,23 @@ export function ToolItem({ tool }: ToolItemProps) {
   const [expanded, setExpanded] = useState(false);
 
   return (
-    <div
-      style={{
-        border: "1px solid #f0f0f0",
-        borderRadius: 8,
-        overflow: "hidden",
-      }}
-    >
+    <div className="overflow-hidden rounded-lg border border-border">
       {/* Header Row - Always Visible */}
       <div
         onClick={() => setExpanded(!expanded)}
-        style={{
-          display: "flex",
-          alignItems: "center",
-          justifyContent: "space-between",
-          padding: "12px 16px",
-          cursor: "pointer",
-          background: expanded ? "#fafafa" : "#fff",
-          transition: "background 0.2s",
-        }}
+        className={cn(
+          "flex cursor-pointer items-center justify-between gap-3 px-4 py-3 text-card-foreground transition-colors",
+          expanded ? "bg-muted" : "bg-card",
+        )}
       >
-        <div style={{ display: "flex", alignItems: "center", gap: 10 }}>
+        <div className="flex items-center gap-2.5">
           <Wrench className="size-3.5 text-muted-foreground" />
-          <span style={{ fontSize: 14 }}>
+          <span className="text-sm">
             {tool.index}. {tool.name}
           </span>
         </div>
 
-        <div style={{ display: "flex", alignItems: "center", gap: 8 }}>
+        <div className="flex items-center gap-2">
           <Badge variant={tool.called ? "default" : "secondary"}>{tool.called ? "called" : "not called"}</Badge>
           {expanded ? (
             <ChevronDown className="size-3 text-muted-foreground" />
@@ -55,13 +45,7 @@ export function ToolItem({ tool }: ToolItemProps) {
 
       {/* Expanded Content */}
       {expanded && (
-        <div
-          style={{
-            padding: "16px",
-            borderTop: "1px solid #f0f0f0",
-            background: "#fff",
-          }}
-        >
+        <div className="border-t border-border bg-card p-4 text-card-foreground">
           <ToolExpandedContent tool={tool} />
         </div>
       )}
diff --git a/ui/litellm-dashboard/src/components/view_logs/columns.tsx b/ui/litellm-dashboard/src/components/view_logs/columns.tsx
index eef957922d7..b2e29c3a0c1 100644
--- a/ui/litellm-dashboard/src/components/view_logs/columns.tsx
+++ b/ui/litellm-dashboard/src/components/view_logs/columns.tsx
@@ -42,10 +42,14 @@ export type LogEntry = {
   request_duration_ms?: number;
   session_total_count?: number;
   session_total_spend?: number;
+  session_total_tokens?: number;
+  session_total_prompt_tokens?: number;
+  session_total_completion_tokens?: number;
   session_cache_hit_count?: number;
   mcp_tool_call_count?: number;
   mcp_tool_call_spend?: number;
   session_llm_count?: number;
-  session_mcp_count?: number;
   session_agent_count?: number;
+  session_models?: string[];
+  session_models_truncated?: boolean;
 };
diff --git a/ui/litellm-dashboard/src/components/view_logs/constants.ts b/ui/litellm-dashboard/src/components/view_logs/constants.ts
index 5b0b1d0fee3..1c17f398e35 100644
--- a/ui/litellm-dashboard/src/components/view_logs/constants.ts
+++ b/ui/litellm-dashboard/src/components/view_logs/constants.ts
@@ -12,6 +12,9 @@ export const ERROR_CODE_OPTIONS: { label: string; value: string }[] = [
   { label: "529 - Overloaded", value: "529" },
 ];
 
+/** Page sizes the logs tables offer; the first entry is the default. */
+export const LOGS_PAGE_SIZE_OPTIONS = [10, 25, 50, 100];
+
 /** Call types that represent MCP tool invocations (shared across columns, index, drawer). */
 export const MCP_CALL_TYPES = ["call_mcp_tool", "list_mcp_tools"];
 
diff --git a/ui/litellm-dashboard/src/components/view_logs/log_filter_logic.tsx b/ui/litellm-dashboard/src/components/view_logs/log_filter_logic.tsx
index 3b8d96596de..90f0f0a60f1 100644
--- a/ui/litellm-dashboard/src/components/view_logs/log_filter_logic.tsx
+++ b/ui/litellm-dashboard/src/components/view_logs/log_filter_logic.tsx
@@ -15,6 +15,8 @@ export interface PaginatedResponse {
   page_size: number;
   total_pages: number;
   total_is_capped?: boolean;
+  next_session_cursor?: string | null;
+  has_more?: boolean;
 }
 
 export const LOG_FILTER_IDS = {
@@ -109,6 +111,7 @@ export function useLogFilterLogic({
   pagination,
   isCustomDate,
   sorting,
+  sessionCursors = {},
 }: {
   accessToken: string | null;
   token: string | null;
@@ -123,11 +126,14 @@ export function useLogFilterLogic({
   pagination: PaginationState;
   isCustomDate: boolean;
   sorting: SortingState;
+  sessionCursors?: Record<number, string>;
 }) {
   const pageSize = pagination.pageSize || defaultPageSize;
   const activeSort = sorting[0] ?? DEFAULT_LOGS_SORTING[0];
   const sortBy: LogsSortField = isSortField(activeSort.id) ? activeSort.id : "startTime";
   const sortOrder: "asc" | "desc" = activeSort.desc ? "desc" : "asc";
+  const usesSessionCursor = sortBy === "startTime";
+  const sessionCursor = usesSessionCursor ? sessionCursors[pagination.pageIndex] : undefined;
 
   const logsQueryOptions: UseQueryOptions<PaginatedResponse> = {
     queryKey: [
@@ -142,6 +148,7 @@ export function useLogFilterLogic({
       sortBy,
       sortOrder,
       excludeInternalHealthChecks,
+      sessionCursor,
     ],
     queryFn: async () => {
       if (!accessToken || !token || !userRole || !userID) {
@@ -181,6 +188,8 @@ export function useLogFilterLogic({
           sort_by: sortBy,
           sort_order: sortOrder,
           exclude_internal_health_checks: excludeInternalHealthChecks,
+          group_by_session: true,
+          session_cursor: sessionCursor,
         },
       });
     },
@@ -218,5 +227,6 @@ export function useLogFilterLogic({
     logsQuery,
     filteredLogs,
     allTeams,
+    usesSessionCursor,
   };
 }
diff --git a/ui/litellm-dashboard/src/lib/autorouter_presets.test.ts b/ui/litellm-dashboard/src/lib/autorouter_presets.test.ts
index 2a8306473b8..3dd9911c794 100644
--- a/ui/litellm-dashboard/src/lib/autorouter_presets.test.ts
+++ b/ui/litellm-dashboard/src/lib/autorouter_presets.test.ts
@@ -1,7 +1,8 @@
 import { describe, it, expect } from "vitest";
+import { BUNDLED_PRESETS_RESPONSE } from "../../tests/mocks/autoRouterPresets";
 import {
-  getAllPresets,
-  getPresetByKey,
+  hydratePresets,
+  AutoRouterPreset,
   getRequiredModelsInPreset,
   getMissingModelsInPreset,
   getRequiredModels,
@@ -18,10 +19,21 @@ import { DEFAULT_ESCALATION_KEYWORDS } from "@/components/add_model/EscalationKe
 
 const groupsOnly = (models: Iterable<string>) => buildModelAvailability(models, []);
 
+// Hydrated from the real bundled catalog so a catalog edit flows into these expectations.
+const PRESETS = hydratePresets(BUNDLED_PRESETS_RESPONSE);
+const getAllPresets = (): AutoRouterPreset[] => PRESETS;
+const getPresetByKey = (key: string): AutoRouterPreset | undefined => PRESETS.find((p) => p.key === key);
+
 describe("autorouter_presets", () => {
-  it("loads exactly the bundled presets", () => {
+  it("hydrates exactly the bundled presets", () => {
     const presets = getAllPresets();
-    expect(presets.map((p) => p.label).sort()).toEqual(["Anthropic Family", "Gemini Family", "Lite", "OpenAI Family"]);
+    expect(presets.map((p) => p.label).sort()).toEqual([
+      "1M Context",
+      "Anthropic Family",
+      "Gemini Family",
+      "Lite",
+      "OpenAI Family",
+    ]);
     // Every preset carries all four fields the UI relies on; a JSON typo dropping one fails here.
     for (const p of presets) {
       expect(p).toMatchObject({ key: expect.any(String), label: expect.any(String), description: expect.any(String) });
@@ -141,6 +153,25 @@ describe("autorouter_presets", () => {
     expect(withoutFlag.complexityRouterConfig.modality_routing).toBe(false);
   });
 
+  it("carries a preset's modality_pin_override into the prefilled form state", () => {
+    const preset = getPresetByKey("anthropic_family")!;
+    const withFlag = { ...preset.complexity_router_config, modality_routing: true, modality_pin_override: true };
+    const prefill = buildPresetPrefill(withFlag, groupsOnly(getRequiredModelsInPreset(preset)));
+    expect(prefill.complexityRouterConfig.modality_pin_override).toBe(true);
+    const withoutFlag = buildPresetPrefill(
+      preset.complexity_router_config,
+      groupsOnly(getRequiredModelsInPreset(preset)),
+    );
+    expect(withoutFlag.complexityRouterConfig.modality_pin_override).toBe(false);
+  });
+
+  it("ships every bundled preset with both modality flags written out, since the payload type requires them", () => {
+    for (const preset of getAllPresets()) {
+      expect(preset.complexity_router_config.modality_routing, preset.key).toBe(false);
+      expect(preset.complexity_router_config.modality_pin_override, preset.key).toBe(false);
+    }
+  });
+
   it("prefills the anthropic preset's effort through to tier_model_params", () => {
     const preset = getPresetByKey("anthropic_family")!;
     const prefill = buildPresetPrefill(preset.complexity_router_config, groupsOnly(getRequiredModelsInPreset(preset)));
@@ -158,6 +189,43 @@ describe("autorouter_presets", () => {
     });
   });
 
+  it("pins the OpenAI preset to the Luna, Terra, and Sol progression", () => {
+    const preset = getPresetByKey("openai_family")!;
+    const expectedTiers = {
+      SIMPLE: ["gpt-5.6-luna"],
+      MEDIUM: ["gpt-5.6-terra"],
+      COMPLEX: ["gpt-5.6-sol"],
+      REASONING: ["gpt-5.6-sol"],
+    };
+    expect(preset.complexity_router_config.tiers).toEqual(expectedTiers);
+    expect(preset.complexity_router_config.tier_model_configs).toEqual({
+      REASONING: [{ model_name: "gpt-5.6-sol", litellm_params: { reasoning_effort: "xhigh" } }],
+    });
+    const prefill = buildPresetPrefill(preset.complexity_router_config, groupsOnly(getRequiredModelsInPreset(preset)));
+    expect(prefill.complexityRouterConfig.tier_model_params).toEqual({
+      REASONING: { "gpt-5.6-sol": { reasoning_effort: "xhigh" } },
+    });
+  });
+
+  it("pins the 1M context preset to Luna, Terra, and Opus at high thinking", () => {
+    const preset = getPresetByKey("1m_context")!;
+    const expectedTiers = {
+      SIMPLE: ["gpt-5.6-luna"],
+      MEDIUM: ["gpt-5.6-terra"],
+      COMPLEX: ["claude-opus-5"],
+      REASONING: ["claude-opus-5"],
+    };
+    expect(preset.complexity_router_config.classifier_type).toBe("heuristic_v2");
+    expect(preset.complexity_router_config.tiers).toEqual(expectedTiers);
+    expect(preset.complexity_router_config.tier_model_configs).toEqual({
+      REASONING: [{ model_name: "claude-opus-5", litellm_params: { reasoning_effort: "high" } }],
+    });
+    const prefill = buildPresetPrefill(preset.complexity_router_config, groupsOnly(getRequiredModelsInPreset(preset)));
+    expect(prefill.complexityRouterConfig.tier_model_params).toEqual({
+      REASONING: { "claude-opus-5": { reasoning_effort: "high" } },
+    });
+  });
+
   it("pins the gemini preset to concrete model ids, never Google's hot-swapping -latest aliases", () => {
     const gemini = getPresetByKey("gemini_family")!;
     const config = gemini.complexity_router_config;
diff --git a/ui/litellm-dashboard/src/lib/autorouter_presets.ts b/ui/litellm-dashboard/src/lib/autorouter_presets.ts
index 721bd6f2b2a..ff482bd23b8 100644
--- a/ui/litellm-dashboard/src/lib/autorouter_presets.ts
+++ b/ui/litellm-dashboard/src/lib/autorouter_presets.ts
@@ -20,7 +20,6 @@ import {
 } from "@/components/add_model/complexity_router_tiers";
 import { DEFAULT_ESCALATION_KEYWORDS } from "@/components/add_model/EscalationKeywords";
 import { DEFAULT_MATCH_THRESHOLD } from "@/components/add_model/SemanticKeywordMatching";
-import presetsRaw from "@/autorouter_presets.json";
 
 // `key` is the stable JSON object key (e.g. "anthropic_family"); `label` is display text and
 // never an identity.
@@ -31,16 +30,10 @@ export interface AutoRouterPreset {
   complexity_router_config: ComplexityRouterConfigPayload;
 }
 
-// The bundled JSON is a developer-authored, build-time asset, so it is trusted at the import
-// boundary rather than re-validated at runtime (resolveJsonModule widens its string literals,
-// hence this one cast). autorouter_presets.test.ts pins the parsed shape, so a JSON typo fails CI.
-const RAW = presetsRaw as Record<string, Omit<AutoRouterPreset, "key">>;
+export type AutoRouterPresetsResponse = Record<string, Omit<AutoRouterPreset, "key">>;
 
-const PRESETS: AutoRouterPreset[] = Object.entries(RAW).map(([key, preset]) => ({ key, ...preset }));
-
-export const getAllPresets = (): AutoRouterPreset[] => PRESETS;
-
-export const getPresetByKey = (key: string): AutoRouterPreset | undefined => PRESETS.find((p) => p.key === key);
+export const hydratePresets = (raw: AutoRouterPresetsResponse): AutoRouterPreset[] =>
+  Object.entries(raw).map(([key, preset]) => ({ key, ...preset }));
 
 // Generalized over ComplexityRouterConfigPayload so the same accessors check either a preset's own
 // bundled config or a caller's actually-built config - the two need to agree, since a preset only
@@ -293,6 +286,7 @@ export const buildPresetPrefill = (
       session_affinity: config.session_affinity ?? DEFAULT_SESSION_AFFINITY,
       deployment_affinity: config.deployment_affinity ?? DEFAULT_DEPLOYMENT_AFFINITY,
       modality_routing: config.modality_routing ?? false,
+      modality_pin_override: config.modality_pin_override ?? false,
       adaptive: config.adaptive,
       adaptive_weights: config.adaptive_weights,
       tier_distance_penalty: config.tier_distance_penalty,
diff --git a/ui/litellm-dashboard/src/lib/http/schema.d.ts b/ui/litellm-dashboard/src/lib/http/schema.d.ts
index e944062e15e..5246aaf6904 100644
--- a/ui/litellm-dashboard/src/lib/http/schema.d.ts
+++ b/ui/litellm-dashboard/src/lib/http/schema.d.ts
@@ -5110,6 +5110,26 @@ export interface paths {
         patch?: never;
         trace?: never;
     };
+    "/get/mcp_tool_search_settings": {
+        parameters: {
+            query?: never;
+            header?: never;
+            path?: never;
+            cookie?: never;
+        };
+        /**
+         * Get Mcp Tool Search Settings
+         * @description Get the `litellm_settings.mcp_tool_search` configuration used by the native `mcp_tool_search` virtual tool.
+         */
+        get: operations["get_mcp_tool_search_settings_get_mcp_tool_search_settings_get"];
+        put?: never;
+        post?: never;
+        delete?: never;
+        options?: never;
+        head?: never;
+        patch?: never;
+        trace?: never;
+    };
     "/get/sso_settings": {
         parameters: {
             query?: never;
@@ -7692,8 +7712,9 @@ export interface paths {
          * @description Retrieve information about a key.
          *
          *     Parameters:
-         *     - key: str | None (query parameter) - The key to look up. Accepts the plaintext key or its hash.
-         *       Defaults to the key in the Authorization header.
+         *     - key: str | None (query parameter) - The key to look up. Accepts the plaintext key or its hash;
+         *       prefer the hash, since a query parameter is recorded verbatim by any HTTP access log in front
+         *       of the proxy. Defaults to the key in the Authorization header.
          *
          *     Returns:
          *     - key: str - The key that was looked up, echoed back as it was passed in
@@ -7725,7 +7746,7 @@ export interface paths {
          *
          *     Example Curl:
          *     ```
-         *     curl -X GET "http://0.0.0.0:4000/key/info?key=sk-test-example-key-123" -H "Authorization: Bearer sk-1234"
+         *     curl -X GET "http://0.0.0.0:4000/key/info?key=d5345c0ecc68ae6295c69f91926b2bd379e25481a40c34b5884d157a9f65d8fa" -H "Authorization: Bearer sk-1234"
          *     ```
          *
          *     Example Curl - if no key is passed, it will use the Key Passed in Authorization Header
@@ -12108,6 +12129,31 @@ export interface paths {
         patch?: never;
         trace?: never;
     };
+    "/public/autorouter_presets": {
+        parameters: {
+            query?: never;
+            header?: never;
+            path?: never;
+            cookie?: never;
+        };
+        /**
+         * Get Public Autorouter Presets
+         * @description Return the auto-router preset catalog the dashboard's template picker renders.
+         *
+         *     Resolved once per process, like the model cost map: fetched from ``litellm.autorouter_presets_url``
+         *     (override with ``LITELLM_AUTOROUTER_PRESETS_URL``) on the first request, falling back to the
+         *     catalog bundled with the package on any failure. Set ``LITELLM_LOCAL_AUTOROUTER_PRESETS=True``
+         *     to serve the bundled catalog only. A restart picks up a newly published catalog.
+         */
+        get: operations["get_public_autorouter_presets_public_autorouter_presets_get"];
+        put?: never;
+        post?: never;
+        delete?: never;
+        options?: never;
+        head?: never;
+        patch?: never;
+        trace?: never;
+    };
     "/public/complexity_router/scorer_defaults": {
         parameters: {
             query?: never;
@@ -13289,6 +13335,58 @@ export interface paths {
         patch: operations["patch_user_scim_v2_Users__user_id__patch"];
         trace?: never;
     };
+    "/scim/v2/placeholders": {
+        parameters: {
+            query?: never;
+            header?: never;
+            path?: never;
+            cookie?: never;
+        };
+        /**
+         * List Placeholders
+         * @description List user rows whose id is another account's SSO identity or email.
+         *
+         *     An earlier release provisioned a group member it could not match as a user keyed
+         *     by the raw member value, and that row now shadows the account the value really
+         *     names, so every push of that member is refused. This lists those rows so an
+         *     operator can fold each one into the account it shadows with
+         *     ``POST /scim/v2/placeholders/{user_id}/merge``. A row that has an SSO identity of
+         *     its own or owns virtual keys is left out: someone uses that account.
+         */
+        get: operations["list_placeholders_scim_v2_placeholders_get"];
+        put?: never;
+        post?: never;
+        delete?: never;
+        options?: never;
+        head?: never;
+        patch?: never;
+        trace?: never;
+    };
+    "/scim/v2/placeholders/{user_id}/merge": {
+        parameters: {
+            query?: never;
+            header?: never;
+            path?: never;
+            cookie?: never;
+        };
+        get?: never;
+        put?: never;
+        /**
+         * Merge Placeholder
+         * @description Fold a placeholder user into the one account its id names by SSO identity or email.
+         *
+         *     The account is added to every team the placeholder is on, then the placeholder is
+         *     deleted the way ``DELETE /scim/v2/Users/{id}`` deletes a user, so the next group
+         *     push resolves the member value to the real account. Refused with 409 when the row
+         *     has an SSO identity of its own, owns virtual keys, or names no account or several.
+         */
+        post: operations["merge_placeholder_scim_v2_placeholders__user_id__merge_post"];
+        delete?: never;
+        options?: never;
+        head?: never;
+        patch?: never;
+        trace?: never;
+    };
     "/search": {
         parameters: {
             query?: never;
@@ -13969,7 +14067,7 @@ export interface paths {
          *
          *     Example Request for specific api_key
          *     ```
-         *     curl -X GET "http://0.0.0.0:8000/spend/logs?api_key=sk-test-example-key-123" -H "Authorization: Bearer sk-1234"
+         *     curl -X GET "http://0.0.0.0:8000/spend/logs?api_key=d5345c0ecc68ae6295c69f91926b2bd379e25481a40c34b5884d157a9f65d8fa" -H "Authorization: Bearer sk-1234"
          *     ```
          *
          *     Example Request for specific user_id
@@ -16074,6 +16172,27 @@ export interface paths {
         patch: operations["update_mcp_semantic_filter_settings_update_mcp_semantic_filter_settings_patch"];
         trace?: never;
     };
+    "/update/mcp_tool_search_settings": {
+        parameters: {
+            query?: never;
+            header?: never;
+            path?: never;
+            cookie?: never;
+        };
+        get?: never;
+        put?: never;
+        post?: never;
+        delete?: never;
+        options?: never;
+        head?: never;
+        /**
+         * Update Mcp Tool Search Settings
+         * @description Update `litellm_settings.mcp_tool_search` in the database.
+         *     Settings will be picked up by all pods within approximately 10 seconds via background polling.
+         */
+        patch: operations["update_mcp_tool_search_settings_update_mcp_tool_search_settings_patch"];
+        trace?: never;
+    };
     "/update/sso_settings": {
         parameters: {
             query?: never;
@@ -22816,6 +22935,10 @@ export interface components {
             required: boolean;
             /** Tooltip */
             tooltip?: string | null;
+            /** Validation Message */
+            validation_message?: string | null;
+            /** Validation Pattern */
+            validation_pattern?: string | null;
         };
         /**
          * AgentExtension
@@ -22962,7 +23085,7 @@ export interface components {
          * @description Enum for alert types and management event types
          * @enum {string}
          */
-        AlertType: "llm_exceptions" | "llm_too_slow" | "llm_requests_hanging" | "budget_alerts" | "spend_reports" | "failed_tracking_spend" | "db_exceptions" | "daily_reports" | "cooldown_deployment" | "new_model_added" | "model_deprecation_warnings" | "outage_alerts" | "region_outage_alerts" | "fallback_reports" | "new_virtual_key_created" | "virtual_key_updated" | "virtual_key_deleted" | "new_team_created" | "team_updated" | "team_deleted" | "new_internal_user_created" | "internal_user_updated" | "internal_user_deleted";
+        AlertType: "llm_exceptions" | "llm_too_slow" | "llm_requests_hanging" | "budget_alerts" | "spend_reports" | "failed_tracking_spend" | "user_spend_thresholds" | "user_spend_anomalies" | "db_exceptions" | "daily_reports" | "cooldown_deployment" | "new_model_added" | "model_deprecation_warnings" | "outage_alerts" | "region_outage_alerts" | "fallback_reports" | "new_virtual_key_created" | "virtual_key_updated" | "virtual_key_deleted" | "new_team_created" | "team_updated" | "team_deleted" | "new_internal_user_created" | "internal_user_updated" | "internal_user_deleted";
         /** AllowedVectorStoreIndexItem */
         AllowedVectorStoreIndexItem: {
             /** Index Name */
@@ -23293,6 +23416,49 @@ export interface components {
             /** Tier Definitions */
             tier_definitions: components["schemas"]["TierDefinition"][];
         };
+        /**
+         * AutoRouterPresetConfig
+         * @description The complexity_router_config a preset prefills.
+         *
+         *     Only tiers is validated, because every dashboard consumer dereferences it; everything else
+         *     passes through verbatim with unknown fields kept (extra="allow"), so a catalog published after
+         *     this proxy shipped still serves its new fields intact.
+         */
+        AutoRouterPresetConfig: {
+            tiers: components["schemas"]["AutoRouterPresetTiers"];
+        } & {
+            [key: string]: unknown;
+        };
+        /**
+         * AutoRouterPresetRecord
+         * @description One auto-router preset as served to the dashboard's template picker.
+         */
+        AutoRouterPresetRecord: {
+            complexity_router_config: components["schemas"]["AutoRouterPresetConfig"];
+            /** Description */
+            description: string;
+            /** Label */
+            label: string;
+        } & {
+            [key: string]: unknown;
+        };
+        /**
+         * AutoRouterPresetTiers
+         * @description Exactly the four built-in tiers the dashboard's preset prefill can apply.
+         *
+         *     extra="forbid" on purpose: a tier name this dashboard cannot apply would grey out or crash the
+         *     picker, so such a catalog is rejected wholesale and the bundled one serves instead.
+         */
+        AutoRouterPresetTiers: {
+            /** Complex */
+            COMPLEX: string[];
+            /** Medium */
+            MEDIUM: string[];
+            /** Reasoning */
+            REASONING: string[];
+            /** Simple */
+            SIMPLE: string[];
+        };
         /**
          * AutoRouterRoutingTestRequest
          * @description A single request to classify against a complexity-router config that need not be saved yet.
@@ -25045,6 +25211,11 @@ export interface components {
              * @description Model name (from the router's model_list) to call for classification
              */
             model: string;
+            /**
+             * Reasoning Effort
+             * @description Reasoning effort override for classifier calls. Leave unset to use the classifier deployment or provider default.
+             */
+            reasoning_effort?: ("none" | "minimal" | "low" | "medium" | "high" | "xhigh" | "max") | null;
             /**
              * System Prompt
              * @description Replaces the built-in complexity rubric as the classifier's entire system role. When set, neither the default rubric nor the context-window closing line is appended, so the prompt owns the whole taxonomy and the tier names SIMPLE/MEDIUM/COMPLEX/REASONING become whatever buckets it defines: a prompt that classifies data sensitivity routes on that instead of on difficulty. Two consequences of full replacement. The default rubric's closing paragraph is the classifier's prompt-injection defense, telling it that the caller's quoted system prompt and prior turns are material to judge and never instructions; a replacement that omits it lets a caller ask for a tier and get it. And the heuristic fallback still scores complexity, so a router on some other taxonomy wants classifier_fallback='default_model'. Leave unset for the built-in rubric. Only applies when classifier_type is 'llm'.
@@ -25382,6 +25553,11 @@ export interface components {
              * @description run health checks in background
              */
             background_health_checks?: boolean | null;
+            /**
+             * Blocked File Extensions
+             * @description file extensions (e.g. ['.exe', '.sh']) rejected on /v1/files uploads, for any purpose, matched case-insensitively against the uploaded filename
+             */
+            blocked_file_extensions?: string[] | null;
             /**
              * Cancel On Disconnect
              * @description cancel the in-flight upstream LLM request (non-streaming) when the client disconnects, freeing backend capacity (e.g. a vLLM GPU slot); the request is logged as a 499 failure
@@ -25435,9 +25611,15 @@ export interface components {
             database_extra_connection_params?: {
                 [key: string]: unknown;
             } | null;
+            /**
+             * Database Max Idle Connection Lifetime
+             * @description Prisma `max_idle_connection_lifetime` URL param (seconds). A pooled connection idle longer than this is closed and replaced instead of being handed to the next request. Defaults to 60 so connections are recycled before common infra idle timeouts (AWS NLB / RDS Proxy ~350s, many LBs 60-350s) silently drop them and requests fail with `Error { kind: Closed }`. A value pinned on the DATABASE_URL or set via `database_extra_connection_params` takes precedence.
+             * @default 60
+             */
+            database_max_idle_connection_lifetime: number | null;
             /**
              * Database Socket Timeout
-             * @description Prisma `socket_timeout` URL param (seconds). When set, an idle/slow connection that has not produced data within this window is closed. This is the main knob for capping idle DB connections from LiteLLM.
+             * @description Prisma `socket_timeout` URL param (seconds). When set, an in-flight operation that has not produced data within this window is aborted. For capping how long idle pooled connections are kept, see `database_max_idle_connection_lifetime`.
              */
             database_socket_timeout?: number | null;
             /**
@@ -25460,6 +25642,11 @@ export interface components {
              * @description If True, disables the optimistic per-request budget reservation introduced in v1.84.0. WARNING: This weakens hard budget enforcement. Without the reservation, a burst of concurrent requests from a single key can each pass the read-time spend check before any of them is charged, allowing a configured budget to be exceeded under high concurrency. Budgets are still evaluated on every request at read time, so an already-exhausted budget is still rejected. Enable only if your deployment is experiencing phantom BudgetExceededError responses caused by leaked reservations (see GitHub issue #27639). A proxy-level WARNING is logged on every request while this flag is active as a reminder that hard enforcement is relaxed.
              */
             disable_budget_reservation?: boolean | null;
+            /**
+             * Disable Password Login When Sso Enabled
+             * @description If True and SSO is configured (MICROSOFT_CLIENT_ID, GOOGLE_CLIENT_ID, GENERIC_CLIENT_ID, or SAML_IDP_METADATA_URL/XML), disables username/password login on /login, /v2/login, and /v3/login so SSO is the only way to reach the Admin UI. An admin locked out of the UI can still administer the proxy over the API with the master key; unset this setting and restart the proxy to restore UI username/password login. Default is False.
+             */
+            disable_password_login_when_sso_enabled?: boolean | null;
             /**
              * Enable Public Model Hub
              * @description Public model hub for users to see what models they have access to, supported openai params, etc.
@@ -25515,6 +25702,11 @@ export interface components {
              * @description max batch input file size in MB for /v1/files uploads with purpose=batch, if a file is larger than this size it will be rejected before being forwarded to the provider
              */
             max_batch_file_size_mb?: number | null;
+            /**
+             * Max File Size Mb
+             * @description max file size in MB for /v1/files uploads, for any purpose, if a file is larger than this size it will be rejected before being forwarded to the provider
+             */
+            max_file_size_mb?: number | null;
             /**
              * Max Parallel Requests
              * @description maximum parallel requests for each api key
@@ -25585,6 +25777,11 @@ export interface components {
              * @description Number of trusted reverse proxies/load balancers in front of the gateway that append to X-Forwarded-For. When set (and mcp_trusted_proxy_ranges validates the direct peer), the client IP for MCP access control is read this many entries from the right of the chain instead of the spoofable leftmost value, defeating append-style X-Forwarded-For forgery.
              */
             mcp_xff_num_trusted_hops?: number | null;
+            /**
+             * Missing Session Id
+             * @description What to do with LLM API requests that carry no session id (x-litellm-session-id header, metadata.session_id, etc.). 'generate' stamps one id into litellm_session_id, litellm_trace_id and metadata.session_id so SpendLogs and logging callbacks agree; 'reject' returns 400; 'omit' leaves SpendLogs.session_id null, matching callbacks such as Langfuse that only record a client-established metadata.session_id. Unset keeps the legacy behavior where SpendLogs falls back to the trace id while callbacks get no session id.
+             */
+            missing_session_id?: ("generate" | "reject" | "omit") | null;
             /**
              * Model List Healthy Only
              * @description When true, `/models`, `/v1/models/{id}` and `/model/info` hide models whose backing deployments are all unhealthy, for every caller, without needing `healthy_only=true` per request. Requires `background_health_checks: true`, and keeps deployment health state cached without turning on `enable_health_check_routing`, so routing is unaffected. With no health state nothing is hidden. Hiding is presentation-only, a hidden model can still be called.
@@ -25605,6 +25802,31 @@ export interface components {
              * @description Default upstream request timeout in seconds for native and custom pass-through endpoints that use pass_through_request. Defaults to 600 when unset.
              */
             pass_through_request_timeout?: number | null;
+            /**
+             * Password Policy Min Length
+             * @description Minimum length required for a locally-managed user's password. Default is 12; a value below 8 is floored to 8 rather than weakening the requirement further.
+             */
+            password_policy_min_length?: number | null;
+            /**
+             * Password Policy Require Lowercase
+             * @description If True (default), a locally-managed user's password must contain a lowercase letter.
+             */
+            password_policy_require_lowercase?: boolean | null;
+            /**
+             * Password Policy Require Numbers
+             * @description If True (default), a locally-managed user's password must contain a number.
+             */
+            password_policy_require_numbers?: boolean | null;
+            /**
+             * Password Policy Require Special Characters
+             * @description If True (default), a locally-managed user's password must contain a special (non-alphanumeric) character.
+             */
+            password_policy_require_special_characters?: boolean | null;
+            /**
+             * Password Policy Require Uppercase
+             * @description If True (default), a locally-managed user's password must contain an uppercase letter.
+             */
+            password_policy_require_uppercase?: boolean | null;
             /**
              * Plugins
              * @description external services registered as embeddable UI plugins
@@ -29178,6 +29400,8 @@ export interface components {
             regional_processing_uplift_multiplier_us?: number | null;
             /** Rpm */
             rpm?: number | null;
+            /** Rust */
+            rust?: boolean | null;
             /** S3 Bucket Name */
             s3_bucket_name?: string | null;
             /** S3 Encryption Key Id */
@@ -31011,6 +31235,49 @@ export interface components {
             /** Total */
             total: number;
         };
+        /**
+         * MCPToolSearchSettings
+         * @description `litellm_settings.mcp_tool_search`: how the native `mcp_tool_search` virtual tool ranks the caller's tools.
+         */
+        MCPToolSearchSettings: {
+            /**
+             * Core Tools
+             * @description Tool names always returned first when the caller can access them, e.g. `my_server-get_rates`.
+             * @default []
+             */
+            core_tools: string[];
+            /**
+             * Embedding Model
+             * @description Embedding model from model_list used to rank tools by meaning. Unset keeps keyword matching.
+             */
+            embedding_model?: string | null;
+            /**
+             * Similarity Threshold
+             * @description Lowest cosine similarity a tool needs to appear in semantic results (0.0 = no cutoff).
+             * @default 0
+             */
+            similarity_threshold: number;
+            /**
+             * Top K
+             * @description Most ranked tools a search returns. A smaller top_k in the tool call wins. Core tools do not count.
+             * @default 5
+             */
+            top_k: number;
+        };
+        /**
+         * MCPToolSearchSettingsResponse
+         * @description Response model for native MCP tool search settings
+         */
+        MCPToolSearchSettingsResponse: {
+            /** Field Schema */
+            field_schema: {
+                [key: string]: unknown;
+            };
+            /** Values */
+            values: {
+                [key: string]: unknown;
+            };
+        };
         /** MCPToolsetTool */
         MCPToolsetTool: {
             /** Server Id */
@@ -34371,7 +34638,7 @@ export interface components {
              * @enum {string}
              */
             classifier_fallback: "heuristic" | "default_model";
-            /** @description Configuration for the LLM classifier; required when classifier_type is 'llm' or 'heuristic_first' */
+            /** @description Configuration for the LLM classifier; required when classifier_type is 'llm', 'heuristic_first' or 'hybrid' */
             classifier_llm_config?: components["schemas"]["ClassifierLLMConfig"] | null;
             /**
              * Classifier Plugin
@@ -34386,11 +34653,11 @@ export interface components {
             classifier_plugin_timeout_ms: number;
             /**
              * Classifier Type
-             * @description Classification strategy: local regex/keyword scoring, an LLM call, a custom classifier plugin, or 'heuristic_first', which scores locally and only pays for the LLM classifier when the local scorer does not confidently land a cheap tier
+             * @description Classification strategy: local regex/keyword scoring, the bundled trained four-tier heuristic, an LLM call, a custom classifier plugin, 'heuristic_first', which scores locally and only pays for the LLM classifier when the local scorer does not confidently land a cheap tier, or 'hybrid', which trusts the local scorer everywhere except when its score lands near a tier boundary
              * @default heuristic
              * @enum {string}
              */
-            classifier_type: "heuristic" | "llm" | "custom" | "heuristic_first";
+            classifier_type: "heuristic" | "heuristic_v2" | "llm" | "custom" | "heuristic_first" | "hybrid";
             /**
              * Code Keywords
              * @description Keywords indicating code-related content
@@ -34451,11 +34718,22 @@ export interface components {
              * @description The highest tier the local scorer may decide on its own; required when classifier_type is 'heuristic_first' and rejected otherwise. A request whose heuristic tier is at or below this one skips the LLM classifier and routes straight to that heuristic tier, so the classifier call is only paid for on traffic the scorer could not place cheaply. The scorer must also have produced at least one signal: a prompt where no dimension fired scores 0.0 and would otherwise land SIMPLE by default rather than by evidence, which is how a chained router would silently send unclassified traffic to the cheapest model. Names a built-in tier, and may not name the highest one, since that would make the LLM classifier unreachable.
              */
             heuristic_first_max_tier?: string | null;
+            /**
+             * Heuristic V2 Artifact
+             * @description Success-probability artifact used by classifier_type 'heuristic_v2'. The bundled UltraFeedback artifact is selected by default; an inline trained artifact may replace it
+             * @default ultrafeedback
+             */
+            heuristic_v2_artifact: components["schemas"]["TrainedTierArtifact"] | "ultrafeedback";
             /**
              * Housekeeping Patterns
              * @description Additional case-sensitive literal sentinels that mark a request as client housekeeping, on top of the built-in conversation-title ones. For clients whose wording the built-ins don't cover, or after a client release changes its strings.
              */
             housekeeping_patterns?: string[] | null;
+            /**
+             * Hybrid Boundary Margin
+             * @description How close to a tier boundary a heuristic score has to land before the LLM classifier breaks the tie; required when classifier_type is 'hybrid' and rejected otherwise. Everything further than this from every active boundary routes on the scorer's own tier with no classifier call, at any tier, which is what separates 'hybrid' from 'heuristic_first' and its cheap-tier ceiling. A prompt where no dimension fired still goes to the classifier, since the scorer has no opinion to be near a boundary with. 0 escalates only scores sitting exactly on a boundary.
+             */
+            hybrid_boundary_margin?: number | null;
             /**
              * Keyword Tier Rules
              * @description Rules that force a specific tier when their keywords match the prompt
@@ -34467,9 +34745,15 @@ export interface components {
              * @default 0.5
              */
             match_threshold: number;
+            /**
+             * Modality Pin Override
+             * @description Let modality_routing replace a kept session-affinity pin on the turns that carry an image. Without this, a session pinned to a text-only model fails every image turn with a provider 400, since the pin is exempt from the modality gate. When enabled, such a turn routes to a capable model for that request only and the stored pin is left untouched, so the next text turn replays the session's own model; the override is reported as cause modality_pin_override and is never itself pinned. Inert unless modality_routing is also enabled.
+             * @default false
+             */
+            modality_pin_override: boolean;
             /**
              * Modality Routing
-             * @description Route image-bearing requests only to models that can accept image input. The classifier reads text alone, so an image request whose text classifies cheap otherwise lands on a text-only model and fails with a provider 400. When enabled, a routed model explicitly declared supports_vision false (deployment model_info or the model cost map; unmapped names stay routable) is replaced by the nearest HIGHER tier holding a capable model, then default_model, else a clear 400. A kept session-affinity pin still wins even when an image arrives.
+             * @description Route image-bearing requests only to models that can accept image input. The classifier reads text alone, so an image request whose text classifies cheap otherwise lands on a text-only model and fails with a provider 400. When enabled, a routed model explicitly declared supports_vision false (deployment model_info or the model cost map; unmapped names stay routable) is replaced by the nearest HIGHER tier holding a capable model, then default_model, else a clear 400. A kept session-affinity pin still wins even when an image arrives, unless modality_pin_override is also enabled.
              * @default false
              */
             modality_routing: boolean;
@@ -34589,6 +34873,12 @@ export interface components {
         } & {
             [key: string]: unknown;
         };
+        /**
+         * RequestType
+         * @description Fixed v0 taxonomy. User-extensible types come in v1.
+         * @enum {string}
+         */
+        RequestType: "code_generation" | "code_understanding" | "technical_design" | "analytical_reasoning" | "writing" | "factual_lookup" | "general";
         /** ResetSpendRequest */
         ResetSpendRequest: {
             /** Reset To */
@@ -34921,6 +35211,27 @@ export interface components {
             /** Value */
             value?: unknown | null;
         };
+        /**
+         * SCIMPlaceholder
+         * @description A user row keyed by a value that names another account by SSO identity or email.
+         */
+        SCIMPlaceholder: {
+            /** Placeholder User Id */
+            placeholder_user_id: string;
+            /** Resolved User Ids */
+            resolved_user_ids: string[];
+            /** Team Ids */
+            team_ids: string[];
+        };
+        /** SCIMPlaceholderMergeResult */
+        SCIMPlaceholderMergeResult: {
+            /** Merged Into User Id */
+            merged_into_user_id: string;
+            /** Placeholder User Id */
+            placeholder_user_id: string;
+            /** Team Ids */
+            team_ids: string[];
+        };
         /** SCIMServiceProviderConfig */
         SCIMServiceProviderConfig: {
             /** Authenticationschemes */
@@ -35645,7 +35956,7 @@ export interface components {
              * Cause
              * @enum {string}
              */
-            cause?: "heuristic_scorer" | "reasoning_override" | "llm_classifier" | "heuristic_first_short_circuit" | "classifier_plugin" | "classifier_fallback" | "default_model_fallback" | "literal_keyword_match" | "semantic_keyword_match" | "plan_mode" | "housekeeping" | "modality_escalation" | "session_affinity_pin" | "session_affinity_escalation" | "user_turn_continuation" | "default_fallback" | "keyword" | "quality_tier" | "bandit";
+            cause?: "heuristic_scorer" | "heuristic_v2" | "reasoning_override" | "llm_classifier" | "heuristic_first_short_circuit" | "hybrid_short_circuit" | "classifier_plugin" | "classifier_fallback" | "default_model_fallback" | "literal_keyword_match" | "semantic_keyword_match" | "plan_mode" | "housekeeping" | "modality_escalation" | "modality_pin_override" | "session_affinity_pin" | "session_affinity_escalation" | "user_turn_continuation" | "default_fallback" | "keyword" | "quality_tier" | "bandit";
             /** Classifier Cost */
             classifier_cost?: number;
             /** Classifier Model */
@@ -36528,6 +36839,33 @@ export interface components {
                 [key: string]: unknown;
             };
         };
+        /** TierCohortStatistic */
+        TierCohortStatistic: {
+            /** Cohort */
+            cohort: string;
+            /** Observations */
+            observations: number;
+            /** Successes */
+            successes: number;
+            /** Tier */
+            tier: number;
+        };
+        /** TierDataset */
+        TierDataset: {
+            /** License */
+            license: string;
+            /** Name */
+            name: string;
+            /** Rows */
+            rows: number;
+            /**
+             * Success Definition
+             * @default quality score meets the dataset success threshold
+             */
+            success_definition: string;
+            /** Url */
+            url: string;
+        };
         /**
          * TierDefinition
          * @description An operator-defined tier: the name the LLM classifier must return and its rubric description.
@@ -36544,6 +36882,25 @@ export interface components {
              */
             name: string;
         };
+        /** TierDomainStatistic */
+        TierDomainStatistic: {
+            /** Observations */
+            observations: number;
+            request_type: components["schemas"]["RequestType"];
+            /** Successes */
+            successes: number;
+            /** Tier */
+            tier: number;
+        };
+        /** TierGlobalStatistic */
+        TierGlobalStatistic: {
+            /** Observations */
+            observations: number;
+            /** Successes */
+            successes: number;
+            /** Tier */
+            tier: number;
+        };
         /**
          * TokenCountDetailsResponse
          * @description Response structure for token count details with modality breakdown.
@@ -36813,6 +37170,57 @@ export interface components {
         } & {
             [key: string]: unknown;
         };
+        /** TrainedTierArtifact */
+        TrainedTierArtifact: {
+            /**
+             * Cohort Prior Mass
+             * @default 20
+             */
+            cohort_prior_mass: number;
+            /**
+             * Cohort Statistics
+             * @default []
+             */
+            cohort_statistics: components["schemas"]["TierCohortStatistic"][];
+            /**
+             * Datasets
+             * @default []
+             */
+            datasets: components["schemas"]["TierDataset"][];
+            /**
+             * Domain Prior Mass
+             * @default 200
+             */
+            domain_prior_mass: number;
+            /**
+             * Domain Statistics
+             * @default []
+             */
+            domain_statistics: components["schemas"]["TierDomainStatistic"][];
+            /** Global Statistics */
+            global_statistics: components["schemas"]["TierGlobalStatistic"][];
+            /**
+             * Routing Threshold
+             * @default 0.75
+             */
+            routing_threshold: number;
+            /**
+             * Schema Version
+             * @default 1
+             * @constant
+             */
+            schema_version: 1;
+            /**
+             * Split Method
+             * @default sha256(prompt): 70% train, 15% validation, 15% test
+             */
+            split_method: string;
+            /**
+             * Success Definition
+             * @default quality score meets the dataset success threshold
+             */
+            success_definition: string;
+        };
         /** TransformRequestBody */
         TransformRequestBody: {
             call_type: components["schemas"]["CallTypes"];
@@ -37394,6 +37802,8 @@ export interface components {
             } | null;
             /** Num Retries */
             num_retries?: number | null;
+            /** Optional Pre Call Checks */
+            optional_pre_call_checks?: ("prompt_caching" | "router_budget_limiting" | "responses_api_deployment_check" | "deployment_affinity" | "session_affinity" | "forward_client_headers_by_model_group" | "enforce_model_rate_limits" | "encrypted_content_affinity")[] | null;
             /** Retry After */
             retry_after?: number | null;
             retry_policy?: components["schemas"]["RetryPolicy"] | null;
@@ -38986,6 +39396,8 @@ export interface components {
             regional_processing_uplift_multiplier_us?: number | null;
             /** Rpm */
             rpm?: number | null;
+            /** Rust */
+            rust?: boolean | null;
             /** S3 Bucket Name */
             s3_bucket_name?: string | null;
             /** S3 Encryption Key Id */
@@ -46520,6 +46932,26 @@ export interface operations {
             };
         };
     };
+    get_mcp_tool_search_settings_get_mcp_tool_search_settings_get: {
+        parameters: {
+            query?: never;
+            header?: never;
+            path?: never;
+            cookie?: never;
+        };
+        requestBody?: never;
+        responses: {
+            /** @description Successful Response */
+            200: {
+                headers: {
+                    [name: string]: unknown;
+                };
+                content: {
+                    "application/json": components["schemas"]["MCPToolSearchSettingsResponse"];
+                };
+            };
+        };
+    };
     get_sso_settings_get_sso_settings_get: {
         parameters: {
             query?: never;
@@ -47256,7 +47688,7 @@ export interface operations {
                 end_date?: string | null;
                 /** @description Group spend by internal team or customer or api_key */
                 group_by?: ("team" | "customer" | "api_key") | null;
-                /** @description View spend for a specific api_key. Example api_key='sk-1234 */
+                /** @description View spend for a specific api_key. Pass the key's sha256 hash so the raw key stays out of URLs and access logs. Example api_key='d5345c0ecc68ae6295c69f91926b2bd379e25481a40c34b5884d157a9f65d8fa' */
                 api_key?: string | null;
                 /** @description View spend for a specific internal_user_id. Example internal_user_id='1234 */
                 internal_user_id?: string | null;
@@ -49129,7 +49561,7 @@ export interface operations {
     info_key_fn_key_info_get: {
         parameters: {
             query?: {
-                /** @description Key in the request parameters */
+                /** @description Key to look up. Pass the key's sha256 hash so the raw key stays out of URLs and access logs. Example key='d5345c0ecc68ae6295c69f91926b2bd379e25481a40c34b5884d157a9f65d8fa' */
                 key?: string | null;
             };
             header?: never;
@@ -49307,7 +49739,7 @@ export interface operations {
                 start_date?: string | null;
                 /** @description Time till which to view spend (YYYY-MM-DD) */
                 end_date?: string | null;
-                /** @description View spend for a specific api_key. Proxy admin only; other callers are scoped to their own key. */
+                /** @description View spend for a specific api_key. Proxy admin only; other callers are scoped to their own key. Pass the key's sha256 hash so the raw key stays out of URLs and access logs. Example api_key='d5345c0ecc68ae6295c69f91926b2bd379e25481a40c34b5884d157a9f65d8fa' */
                 api_key?: string | null;
             };
             header?: never;
@@ -54331,6 +54763,28 @@ export interface operations {
             };
         };
     };
+    get_public_autorouter_presets_public_autorouter_presets_get: {
+        parameters: {
+            query?: never;
+            header?: never;
+            path?: never;
+            cookie?: never;
+        };
+        requestBody?: never;
+        responses: {
+            /** @description Successful Response */
+            200: {
+                headers: {
+                    [name: string]: unknown;
+                };
+                content: {
+                    "application/json": {
+                        [key: string]: components["schemas"]["AutoRouterPresetRecord"];
+                    };
+                };
+            };
+        };
+    };
     get_complexity_scorer_defaults_public_complexity_router_scorer_defaults_get: {
         parameters: {
             query?: never;
@@ -55852,6 +56306,70 @@ export interface operations {
             };
         };
     };
+    list_placeholders_scim_v2_placeholders_get: {
+        parameters: {
+            query?: {
+                feature?: string | null;
+            };
+            header?: never;
+            path?: never;
+            cookie?: never;
+        };
+        requestBody?: never;
+        responses: {
+            /** @description Successful Response */
+            200: {
+                headers: {
+                    [name: string]: unknown;
+                };
+                content: {
+                    "application/json": components["schemas"]["SCIMPlaceholder"][];
+                };
+            };
+            /** @description Validation Error */
+            422: {
+                headers: {
+                    [name: string]: unknown;
+                };
+                content: {
+                    "application/json": components["schemas"]["HTTPValidationError"];
+                };
+            };
+        };
+    };
+    merge_placeholder_scim_v2_placeholders__user_id__merge_post: {
+        parameters: {
+            query?: {
+                feature?: string | null;
+            };
+            header?: never;
+            path: {
+                user_id: string;
+            };
+            cookie?: never;
+        };
+        requestBody?: never;
+        responses: {
+            /** @description Successful Response */
+            200: {
+                headers: {
+                    [name: string]: unknown;
+                };
+                content: {
+                    "application/json": components["schemas"]["SCIMPlaceholderMergeResult"];
+                };
+            };
+            /** @description Validation Error */
+            422: {
+                headers: {
+                    [name: string]: unknown;
+                };
+                content: {
+                    "application/json": components["schemas"]["HTTPValidationError"];
+                };
+            };
+        };
+    };
     search_search_post: {
         parameters: {
             query?: {
@@ -56343,6 +56861,10 @@ export interface operations {
                 sort_order?: string | null;
                 /** @description Exclude LiteLLM internal health check requests from results */
                 exclude_internal_health_checks?: boolean;
+                /** @description Paginate over sessions instead of raw logs: one representative row per session, total counts sessions */
+                group_by_session?: boolean;
+                /** @description Keyset cursor '<last_activity>|<api_key>|<session_key>' from a previous group_by_session page. UI route only, honored when sorting by startTime */
+                session_cursor?: string | null;
             };
             header?: never;
             path?: never;
@@ -56455,6 +56977,10 @@ export interface operations {
                 sort_order?: string | null;
                 /** @description Exclude LiteLLM internal health check requests from results */
                 exclude_internal_health_checks?: boolean;
+                /** @description Paginate over sessions instead of raw logs: one representative row per session, total counts sessions */
+                group_by_session?: boolean;
+                /** @description Keyset cursor '<last_activity>|<api_key>|<session_key>' from a previous group_by_session page. UI route only, honored when sorting by startTime */
+                session_cursor?: string | null;
             };
             header?: never;
             path?: never;
@@ -58787,6 +59313,41 @@ export interface operations {
             };
         };
     };
+    update_mcp_tool_search_settings_update_mcp_tool_search_settings_patch: {
+        parameters: {
+            query?: never;
+            header?: never;
+            path?: never;
+            cookie?: never;
+        };
+        requestBody: {
+            content: {
+                "application/json": components["schemas"]["MCPToolSearchSettings"];
+            };
+        };
+        responses: {
+            /** @description Successful Response */
+            200: {
+                headers: {
+                    [name: string]: unknown;
+                };
+                content: {
+                    "application/json": {
+                        [key: string]: unknown;
+                    };
+                };
+            };
+            /** @description Validation Error */
+            422: {
+                headers: {
+                    [name: string]: unknown;
+                };
+                content: {
+                    "application/json": components["schemas"]["HTTPValidationError"];
+                };
+            };
+        };
+    };
     update_sso_settings_update_sso_settings_patch: {
         parameters: {
             query?: never;
diff --git a/ui/litellm-dashboard/src/utils/modelPermissions.test.ts b/ui/litellm-dashboard/src/utils/modelPermissions.test.ts
index 179a9b7933a..afc2ecd210f 100644
--- a/ui/litellm-dashboard/src/utils/modelPermissions.test.ts
+++ b/ui/litellm-dashboard/src/utils/modelPermissions.test.ts
@@ -1,14 +1,16 @@
 import { describe, expect, it } from "vitest";
 
 import { Team } from "@/components/networking";
-import { canModifyModel, modelCreationScope } from "./modelPermissions";
+import { canCreateModels, canModifyModel, modelCreationScope } from "./modelPermissions";
 
 const teamWhere = (userId: string, role: string, teamId = "team-1"): Team[] =>
   [{ team_id: teamId, members_with_roles: [{ user_id: userId, user_email: "t@test.com", role }] }] as unknown as Team[];
 
-const PROXY_ADMIN = { userRole: "Admin", userID: "u-admin" };
-const TEAM_ADMIN = { userRole: "Internal User", userID: "u-team-admin" };
-const MEMBER = { userRole: "Internal User", userID: "u-member" };
+const PROXY_ADMIN = { userRole: "Admin", userID: "u-admin", isViewOnly: false };
+const TEAM_ADMIN = { userRole: "Internal User", userID: "u-team-admin", isViewOnly: false };
+const MEMBER = { userRole: "Internal User", userID: "u-member", isViewOnly: false };
+// proxy_admin_viewer sessions: effectiveSessionRole masquerades the role as "Admin".
+const VIEW_ONLY_ADMIN = { userRole: "Admin", userID: "u-viewer", isViewOnly: true };
 
 const noLimits = { disabledForInternalUsers: false };
 
@@ -40,9 +42,24 @@ describe("modelCreationScope", () => {
   // an unscoped create from them 403s. Treating them as admins here is what let a form submit
   // a payload the backend always rejected.
   it("does not treat an org admin as able to create unscoped", () => {
-    const orgAdmin = { userRole: "org_admin", userID: "u-org" };
+    const orgAdmin = { userRole: "org_admin", userID: "u-org", isViewOnly: false };
     expect(modelCreationScope(orgAdmin, { teams: teamWhere("u-org", "admin"), ...noLimits })).toBe("team-required");
   });
+
+  // Server-side, POST /model/new 403s the viewer roles, so the "Admin" the masquerade
+  // reports must not read as a proxy admin here.
+  it("forbids a view-only admin session despite the masqueraded Admin role", () => {
+    expect(modelCreationScope(VIEW_ONLY_ADMIN, { teams: [], ...noLimits })).toBe("forbidden");
+    expect(canCreateModels(VIEW_ONLY_ADMIN, { teams: [], ...noLimits })).toBe(false);
+  });
+
+  // _check_proxy_admin_viewer_access (route_checks.py) 403s /model/new on the session role
+  // alone, before the team-scoped carve-out in ModelManagementAuthChecks can run.
+  it("forbids a view-only admin even when they admin a team", () => {
+    expect(modelCreationScope(VIEW_ONLY_ADMIN, { teams: teamWhere("u-viewer", "admin"), ...noLimits })).toBe(
+      "forbidden",
+    );
+  });
 });
 
 describe("canModifyModel", () => {
@@ -80,6 +97,17 @@ describe("canModifyModel", () => {
   });
 
   it("does not treat two absent identities as a match", () => {
-    expect(canModifyModel({ userRole: "Internal User", userID: null }, null, teamRow)).toBe(false);
+    expect(canModifyModel({ userRole: "Internal User", userID: null, isViewOnly: false }, null, teamRow)).toBe(false);
+  });
+
+  // PATCH /model/{id}/update and POST /model/delete 403 the viewer roles like /model/new does.
+  it("refuses a view-only admin session on a DB row", () => {
+    expect(canModifyModel(VIEW_ONLY_ADMIN, null, teamRow)).toBe(false);
+  });
+
+  // The route RBAC blocks /model/update and /model/delete for the viewer role before the
+  // team-scoped carve-out runs, so team-admin membership changes nothing here either.
+  it("refuses a view-only user even when they admin the owning team", () => {
+    expect(canModifyModel(VIEW_ONLY_ADMIN, teamWhere("u-viewer", "admin"), teamRow)).toBe(false);
   });
 });
diff --git a/ui/litellm-dashboard/src/utils/modelPermissions.ts b/ui/litellm-dashboard/src/utils/modelPermissions.ts
index b5914f9d7ea..843d9041026 100644
--- a/ui/litellm-dashboard/src/utils/modelPermissions.ts
+++ b/ui/litellm-dashboard/src/utils/modelPermissions.ts
@@ -3,20 +3,32 @@ import { Team } from "@/components/networking";
 import { isProxyAdminRole, isUserTeamAdminForAnyTeam, isUserTeamAdminForSingleTeam } from "./roles";
 
 /**
- * The dashboard's mirror of ModelManagementAuthChecks in
- * litellm/proxy/management_endpoints/model_management_endpoints.py.
+ * The dashboard's mirror of the two server layers that gate model writes: the role-level
+ * route RBAC (`_check_proxy_admin_viewer_access` in litellm/proxy/auth/route_checks.py),
+ * which 403s /model/new, /model/update, and /model/delete for every view-only session
+ * before the endpoint runs, and ModelManagementAuthChecks in
+ * litellm/proxy/management_endpoints/model_management_endpoints.py behind it.
  *
- * Both questions below are answered there by exactly two inputs: the caller's role, and
- * whether the caller admins the team named in `model_info.team_id`. `created_by` is written
- * at creation and never read by an auth check, so it is deliberately absent here; gating on
- * it hid controls from team admins the API accepts, and showed controls to former team admins
- * the API rejects.
+ * Past that route gate, both questions below are answered by exactly two inputs: the
+ * caller's role, and whether the caller admins the team named in `model_info.team_id`.
+ * `created_by` is written at creation and never read by an auth check, so it is deliberately
+ * absent here; gating on it hid controls from team admins the API accepts, and showed
+ * controls to former team admins the API rejects.
  */
 export interface ModelActor {
   userRole: string | null;
   userID: string | null;
+  /**
+   * From useAuthorized(). A proxy_admin_viewer session masquerades as "Admin" in userRole
+   * (effectiveSessionRole, for read parity), yet every management write 403s it, so the role
+   * alone cannot answer a write question.
+   */
+  isViewOnly: boolean;
 }
 
+const isWritableProxyAdmin = ({ userRole, isViewOnly }: ModelActor): boolean =>
+  !isViewOnly && userRole != null && isProxyAdminRole(userRole);
+
 /** How this actor must scope a deployment they create, or that they may not create one. */
 export type ModelWriteScope = "forbidden" | "unscoped-ok" | "team-required";
 
@@ -33,20 +45,25 @@ const isTeamAdminOf = (teams: Team[] | null, userID: string, teamId: string): bo
 
 /**
  * POST /model/new takes a proxy admin unconditionally, or a team admin whose payload names a
- * team; an unscoped create from anyone else is a 403. Returning the requirement rather than a
- * pair of booleans keeps "may not create" and "may create unscoped" from being confused.
+ * team; an unscoped create from anyone else is a 403. A view-only session is 403d by the
+ * route RBAC on its role alone, so team-admin membership cannot rescue it. Returning the
+ * requirement rather than a pair of booleans keeps "may not create" and "may create
+ * unscoped" from being confused.
  */
 export const modelCreationScope = (
-  { userRole, userID }: ModelActor,
+  actor: ModelActor,
   { teams, disabledForInternalUsers }: ModelCreationLimits,
 ): ModelWriteScope => {
-  if (userRole != null && isProxyAdminRole(userRole)) {
+  if (actor.isViewOnly) {
+    return "forbidden";
+  }
+  if (isWritableProxyAdmin(actor)) {
     return "unscoped-ok";
   }
   if (disabledForInternalUsers) {
     return "forbidden";
   }
-  if (userID != null && isUserTeamAdminForAnyTeam(teams, userID)) {
+  if (actor.userID != null && isUserTeamAdminForAnyTeam(teams, actor.userID)) {
     return "team-required";
   }
   return "forbidden";
@@ -63,18 +80,18 @@ export interface ModelRowOrigin {
 
 /** May this actor edit or delete this specific deployment? */
 export const canModifyModel = (
-  { userRole, userID }: ModelActor,
+  actor: ModelActor,
   teams: Team[] | null,
   { teamId, isDbModel }: ModelRowOrigin,
 ): boolean => {
-  if (!isDbModel) {
+  if (actor.isViewOnly || !isDbModel) {
     return false;
   }
-  if (userRole != null && isProxyAdminRole(userRole)) {
+  if (isWritableProxyAdmin(actor)) {
     return true;
   }
-  if (userID == null || teamId == null) {
+  if (actor.userID == null || teamId == null) {
     return false;
   }
-  return isTeamAdminOf(teams, userID, teamId);
+  return isTeamAdminOf(teams, actor.userID, teamId);
 };
diff --git a/ui/litellm-dashboard/tests/mocks/autoRouterPresets.ts b/ui/litellm-dashboard/tests/mocks/autoRouterPresets.ts
new file mode 100644
index 00000000000..ac6da9bceba
--- /dev/null
+++ b/ui/litellm-dashboard/tests/mocks/autoRouterPresets.ts
@@ -0,0 +1,21 @@
+import { readFileSync } from "fs";
+import { resolve } from "path";
+import { vi } from "vitest";
+import { hydratePresets, type AutoRouterPresetsResponse } from "@/lib/autorouter_presets";
+
+// Derived from the real bundled catalog so a preset edit there flows into test expectations
+// instead of redding on a stale copy. Exported as vi.fn so a test can override the query state.
+const CATALOG_PATH = resolve(__dirname, "../../../../litellm/proxy/public_endpoints/autorouter_presets.json");
+
+export const BUNDLED_PRESETS_RESPONSE = JSON.parse(readFileSync(CATALOG_PATH, "utf8")) as AutoRouterPresetsResponse;
+
+export const BUNDLED_PRESETS = hydratePresets(BUNDLED_PRESETS_RESPONSE);
+
+export const LOADED_PRESETS_QUERY = {
+  data: BUNDLED_PRESETS,
+  isPending: false,
+  isError: false,
+  refetch: vi.fn(),
+};
+
+export const useAutoRouterPresets = vi.fn(() => LOADED_PRESETS_QUERY);
diff --git a/uv.lock b/uv.lock
index 27be919eea1..dfa77c66dfe 100644
--- a/uv.lock
+++ b/uv.lock
@@ -10,7 +10,7 @@ resolution-markers = [
 ]
 
 [options]
-exclude-newer = "2026-08-29T17:58:57.633306Z"
+exclude-newer = "2026-08-31T17:52:45.782441Z"
 exclude-newer-span = "P3D"
 
 [manifest]
@@ -25,7 +25,7 @@ constraints = [
     { name = "packaging", specifier = ">=24.0" },
     { name = "setuptools", specifier = ">=83.0.0" },
     { name = "soupsieve", specifier = ">=2.8.4" },
-    { name = "tornado", specifier = ">=6.5.6" },
+    { name = "tornado", specifier = ">=6.5.8" },
 ]
 overrides = [
     { name = "cryptography", specifier = ">=50.0.0,<51.0" },
@@ -2373,14 +2373,14 @@ wheels = [
 
 [[package]]
 name = "gitpython"
-version = "3.1.58"
+version = "3.1.61"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "gitdb" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/26/d6/5f358ff283325580c2003a6d953aea18cfe10ae87b46f5ebc80fa3a386dc/gitpython-3.1.58.tar.gz", hash = "sha256:621416df10ef3fd0e19fabf9172ddeed0fa704d353d04f194eec56a625a95b22", size = 228498, upload-time = "2026-08-04T15:05:49.47Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/6f/61/3285044215fb596bf093e39ccb96ece0a1076a8ca57a61e069a6a33cdb1b/gitpython-3.1.61.tar.gz", hash = "sha256:f51c24d8c0f733a195447385f5774a5dfe8767f5acfd7994a33755644c6ecc95", size = 231680, upload-time = "2026-08-28T11:01:13.761Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/ec/0c/9d8752098bc442f0726e64aa6135940b3a96809915d1aa4206c1bb97881d/gitpython-3.1.58-py3-none-any.whl", hash = "sha256:d331e722577f0fd7fc1f857419b3ecc07af66282b933d2a4d95f84a042fdd50f", size = 220183, upload-time = "2026-08-04T15:05:48.025Z" },
+    { url = "https://files.pythonhosted.org/packages/6f/5e/49cc172da4d0578644ba37cec5cb365b1fefc603b26edea9bcac1c7f830a/gitpython-3.1.61-py3-none-any.whl", hash = "sha256:8ab28c9da863cdd9e7d7694ec46cf3e6c9a12d8a30a1acd3447aec11975d530c", size = 222118, upload-time = "2026-08-28T11:01:12.262Z" },
 ]
 
 [[package]]
@@ -3373,6 +3373,98 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/48/30/47d0bf6072f7252e6521f3447ccfa40b421b6824517f82854703d0f5a98b/hyperframe-6.1.0-py3-none-any.whl", hash = "sha256:b03380493a519fce58ea5af42e4a42317bf9bd425596f7a0835ffce80f1a42e5", size = 13007, upload-time = "2025-01-22T21:41:47.295Z" },
 ]
 
+[[package]]
+name = "hypothesis"
+version = "6.165.10"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "exceptiongroup", marker = "python_full_version < '3.11'" },
+    { name = "sortedcontainers" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/5c/e2/0fad246d2b6330e1f78479bfc566b5c22be82aee8a865cde9a08f648487d/hypothesis-6.165.10.tar.gz", hash = "sha256:68b45e09834cd80523cb1eb274463073c7a9af4e4ef7cff34d9615f355572d32", size = 503703, upload-time = "2026-08-16T22:56:15.404Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/05/c1/9a9538e6d185baf5cc7f15bc3b76e08efbb3de4b3c782f234356449c0dd7/hypothesis-6.165.10-cp310-abi3-macosx_10_12_x86_64.whl", hash = "sha256:f839d29d0cc12048cf073d88ca4fdf94d420bc2b8afd69641ff6d496422ccd4f", size = 783243, upload-time = "2026-08-16T22:55:44.058Z" },
+    { url = "https://files.pythonhosted.org/packages/a1/30/b70d9d79e871a75cbdeccd9067f20ecdb9eb2a1dfa03c630be3ad13b8b30/hypothesis-6.165.10-cp310-abi3-macosx_11_0_arm64.whl", hash = "sha256:e10858f57ed0e74baa04393845f469fe8ad502c16ece4499bef7700c575611bd", size = 778815, upload-time = "2026-08-16T22:55:46.948Z" },
+    { url = "https://files.pythonhosted.org/packages/db/52/6f0a9b7aab24b0635e2238f3fbddea5b54b17879ac813df42a3cc3384c5c/hypothesis-6.165.10-cp310-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:76a7be86d986223b9f1bdb7e7cbcdb048649901fdb956c598ef73bdab1786cd5", size = 1108009, upload-time = "2026-08-16T22:54:53.082Z" },
+    { url = "https://files.pythonhosted.org/packages/f6/06/8d0d4e11ff02350d09ec9f9e90af354158e59e16a8907ba5199a4ff2d7e8/hypothesis-6.165.10-cp310-abi3-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:717aea574e0e5edba2868aa66b1caae335d8f1ad3fb29f01dd6502953fa823a1", size = 1136596, upload-time = "2026-08-16T22:54:54.443Z" },
+    { url = "https://files.pythonhosted.org/packages/59/dd/01a1e440f2e38dc1ccf5d597af5b8a0bee5f21b674c99c123b5554de9690/hypothesis-6.165.10-cp310-abi3-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:4334058033e0214475f019e15492a50f3854fe8728cf51fe25c6191a2c3f8e52", size = 1135234, upload-time = "2026-08-16T22:55:08.911Z" },
+    { url = "https://files.pythonhosted.org/packages/7d/18/8a26c24d3d9db20265f39df341ab265858c094e209571e3179cf237935f4/hypothesis-6.165.10-cp310-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:2abb50cf1cf77d721de0a24c3f99d9c4ffdeb2cbd1e12aebb5a7a93e2b6b6d1f", size = 1157528, upload-time = "2026-08-16T22:56:02.159Z" },
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 [[package]]
diff --git a/whitelisted_bedrock_models.txt b/whitelisted_bedrock_models.txt
index 7e20081988d..8753d7c3c77 100644
--- a/whitelisted_bedrock_models.txt
+++ b/whitelisted_bedrock_models.txt
@@ -217,3 +217,17 @@ bedrock/us-east-1/zai.glm-5
 bedrock/us-west-2/zai.glm-5
 bedrock/us-gov-east-1/anthropic.claude-haiku-4-5-20251001-v1:0
 bedrock/us-gov-west-1/anthropic.claude-haiku-4-5-20251001-v1:0
+bedrock/us-gov-west-1/nvidia.nemotron-nano-3-30b
+bedrock/us-gov-west-1/nvidia.nemotron-nano-12b-v2
+bedrock/us-gov-west-1/nvidia.nemotron-super-3-120b
+bedrock/us-gov-west-1/openai.gpt-oss-20b-1:0
+bedrock/us-gov-west-1/openai.gpt-oss-120b-1:0
+bedrock/us-gov-west-1/anthropic.claude-sonnet-5
+bedrock/us-gov-west-1/anthropic.claude-opus-4-8
+bedrock/us-gov-east-1/nvidia.nemotron-nano-3-30b
+bedrock/us-gov-east-1/nvidia.nemotron-nano-12b-v2
+bedrock/us-gov-east-1/nvidia.nemotron-super-3-120b
+bedrock/us-gov-east-1/openai.gpt-oss-20b-1:0
+bedrock/us-gov-east-1/openai.gpt-oss-120b-1:0
+bedrock/us-gov-east-1/anthropic.claude-sonnet-5
+bedrock/us-gov-east-1/anthropic.claude-opus-4-8